In this project, you'll build your first neural network and use it to predict daily bike rental ridership. We've provided some of the code, but left the implementation of the neural network up to you (for the most part). After you've submitted this project, feel free to explore the data and the model more.
%matplotlib inline
%config InlineBackend.figure_format = 'retina'
import numpy as np
import pandas as pd
import matplotlib.pyplot as plt
A critical step in working with neural networks is preparing the data correctly. Variables on different scales make it difficult for the network to efficiently learn the correct weights. Below, we've written the code to load and prepare the data. You'll learn more about this soon!
data_path = 'Bike-Sharing-Dataset/hour.csv'
rides = pd.read_csv(data_path)
rides.head()
| instant | dteday | season | yr | mnth | hr | holiday | weekday | workingday | weathersit | temp | atemp | hum | windspeed | casual | registered | cnt | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 2011-01-01 | 1 | 0 | 1 | 0 | 0 | 6 | 0 | 1 | 0.24 | 0.2879 | 0.81 | 0.0 | 3 | 13 | 16 |
| 1 | 2 | 2011-01-01 | 1 | 0 | 1 | 1 | 0 | 6 | 0 | 1 | 0.22 | 0.2727 | 0.80 | 0.0 | 8 | 32 | 40 |
| 2 | 3 | 2011-01-01 | 1 | 0 | 1 | 2 | 0 | 6 | 0 | 1 | 0.22 | 0.2727 | 0.80 | 0.0 | 5 | 27 | 32 |
| 3 | 4 | 2011-01-01 | 1 | 0 | 1 | 3 | 0 | 6 | 0 | 1 | 0.24 | 0.2879 | 0.75 | 0.0 | 3 | 10 | 13 |
| 4 | 5 | 2011-01-01 | 1 | 0 | 1 | 4 | 0 | 6 | 0 | 1 | 0.24 | 0.2879 | 0.75 | 0.0 | 0 | 1 | 1 |
This dataset has the number of riders for each hour of each day from January 1 2011 to December 31 2012. The number of riders is split between casual and registered, summed up in the cnt column. You can see the first few rows of the data above.
Below is a plot showing the number of bike riders over the first 10 days or so in the data set. (Some days don't have exactly 24 entries in the data set, so it's not exactly 10 days.) You can see the hourly rentals here. This data is pretty complicated! The weekends have lower over all ridership and there are spikes when people are biking to and from work during the week. Looking at the data above, we also have information about temperature, humidity, and windspeed, all of these likely affecting the number of riders. You'll be trying to capture all this with your model.
rides[:24*10].plot(x='dteday', y='cnt')
<matplotlib.axes._subplots.AxesSubplot at 0x21db59ec630>
Here we have some categorical variables like season, weather, month. To include these in our model, we'll need to make binary dummy variables. This is simple to do with Pandas thanks to get_dummies().
dummy_fields = ['season', 'weathersit', 'mnth', 'hr', 'weekday']
for each in dummy_fields:
dummies = pd.get_dummies(rides[each], prefix=each, drop_first=False)
rides = pd.concat([rides, dummies], axis=1)
fields_to_drop = ['instant', 'dteday', 'season', 'weathersit',
'weekday', 'atemp', 'mnth', 'workingday', 'hr']
data = rides.drop(fields_to_drop, axis=1)
data.head()
| yr | holiday | temp | hum | windspeed | casual | registered | cnt | season_1 | season_2 | ... | hr_21 | hr_22 | hr_23 | weekday_0 | weekday_1 | weekday_2 | weekday_3 | weekday_4 | weekday_5 | weekday_6 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 0 | 0.24 | 0.81 | 0.0 | 3 | 13 | 16 | 1 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |
| 1 | 0 | 0 | 0.22 | 0.80 | 0.0 | 8 | 32 | 40 | 1 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |
| 2 | 0 | 0 | 0.22 | 0.80 | 0.0 | 5 | 27 | 32 | 1 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |
| 3 | 0 | 0 | 0.24 | 0.75 | 0.0 | 3 | 10 | 13 | 1 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |
| 4 | 0 | 0 | 0.24 | 0.75 | 0.0 | 0 | 1 | 1 | 1 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |
5 rows × 59 columns
To make training the network easier, we'll standardize each of the continuous variables. That is, we'll shift and scale the variables such that they have zero mean and a standard deviation of 1.
The scaling factors are saved so we can go backwards when we use the network for predictions.
quant_features = ['casual', 'registered', 'cnt', 'temp', 'hum', 'windspeed']
# Store scalings in a dictionary so we can convert back later
scaled_features = {}
for each in quant_features:
mean, std = data[each].mean(), data[each].std()
scaled_features[each] = [mean, std]
data.loc[:, each] = (data[each] - mean)/std
We'll save the data for the last approximately 21 days to use as a test set after we've trained the network. We'll use this set to make predictions and compare them with the actual number of riders.
# Save data for approximately the last 21 days
test_data = data[-21*24:]
# Now remove the test data from the data set
data = data[:-21*24]
# Separate the data into features and targets
target_fields = ['cnt', 'casual', 'registered']
features, targets = data.drop(target_fields, axis=1), data[target_fields]
test_features, test_targets = test_data.drop(target_fields, axis=1), test_data[target_fields]
We'll split the data into two sets, one for training and one for validating as the network is being trained. Since this is time series data, we'll train on historical data, then try to predict on future data (the validation set).
# Hold out the last 60 days or so of the remaining data as a validation set
train_features, train_targets = features[:-60*24], targets[:-60*24]
val_features, val_targets = features[-60*24:], targets[-60*24:]
Below you'll build your network. We've built out the structure and the backwards pass. You'll implement the forward pass through the network. You'll also set the hyperparameters: the learning rate, the number of hidden units, and the number of training passes.
<img src="assets/neural_network.png" width=300px>
The network has two layers, a hidden layer and an output layer. The hidden layer will use the sigmoid function for activations. The output layer has only one node and is used for the regression, the output of the node is the same as the input of the node. That is, the activation function is $f(x)=x$. A function that takes the input signal and generates an output signal, but takes into account the threshold, is called an activation function. We work through each layer of our network calculating the outputs for each neuron. All of the outputs from one layer become inputs to the neurons on the next layer. This process is called forward propagation.
We use the weights to propagate signals forward from the input to the output layers in a neural network. We use the weights to also propagate error backwards from the output back into the network to update our weights. This is called backpropagation.
Hint: You'll need the derivative of the output activation function ($f(x) = x$) for the backpropagation implementation. If you aren't familiar with calculus, this function is equivalent to the equation $y = x$. What is the slope of that equation? That is the derivative of $f(x)$.
Below, you have these tasks:
self.activation_function in __init__ to your sigmoid function.train method.train method, including calculating the output error.run method.class NeuralNetwork(object):
def __init__(self, input_nodes, hidden_nodes, output_nodes, learning_rate):
# Set number of nodes in input, hidden and output layers.
self.input_nodes = input_nodes
self.hidden_nodes = hidden_nodes
self.output_nodes = output_nodes
# Initialize weights
self.weights_input_to_hidden = np.random.normal(0.0, self.input_nodes**-0.5,
(self.input_nodes, self.hidden_nodes))
self.weights_hidden_to_output = np.random.normal(0.0, self.hidden_nodes**-0.5,
(self.hidden_nodes, self.output_nodes))
self.lr = learning_rate
#### TODO: Set self.activation_function to your implemented sigmoid function ####
#
# Note: in Python, you can define a function with a lambda expression,
# as shown below.
self.activation_function = lambda x : 1 / (1 + np.exp(-x)) # Replace 0 with your sigmoid calculation.
### If the lambda code above is not something you're familiar with,
# You can uncomment out the following three lines and put your
# implementation there instead.
#
#def sigmoid(x):
# return 0 # Replace 0 with your sigmoid calculation here
#self.activation_function = sigmoid
def train(self, features, targets):
''' Train the network on batch of features and targets.
Arguments
---------
features: 2D array, each row is one data record, each column is a feature
targets: 1D array of target values
'''
n_records = features.shape[0]
delta_weights_i_h = np.zeros(self.weights_input_to_hidden.shape)
delta_weights_h_o = np.zeros(self.weights_hidden_to_output.shape)
for X, y in zip(features, targets):
#### Implement the forward pass here ####
### Forward pass ###
# TODO: Hidden layer - Replace these values with your calculations.
hidden_inputs = np.dot(X,self.weights_input_to_hidden) # signals into hidden layer
hidden_outputs = self.activation_function(hidden_inputs) # signals from hidden layer
# TODO: Output layer - Replace these values with your calculations.
final_inputs = np.dot(hidden_outputs,self.weights_hidden_to_output) # signals into final output layer
final_outputs = (final_inputs) # signals from final output layer
#### Implement the backward pass here ####
### Backward pass ###
# TODO: Output error - Replace this value with your calculations.
output_error = y - final_outputs # Output layer error is the difference between desired target and actual output.
# TODO: Backpropagated error terms - Replace these values with your calculations.
output_error_term = output_error ##* final_outputs * (1 - final_outputs)
# TODO: Calculate the hidden layer's contribution to the error
hidden_error =np.dot(output_error_term,self.weights_hidden_to_output.T)##output_error_term in place of output_error
hidden_error_term = hidden_error * hidden_outputs * (1 - hidden_outputs)
# Weight step (input to hidden)
delta_weights_i_h += hidden_error_term * X[:,None]
# Weight step (hidden to output)
print(output_error_term)
print(hidden_outputs.T)
delta_weights_h_o += output_error_term * hidden_outputs[:,None]
# TODO: Update the weights - Replace these values with your calculations.
self.weights_hidden_to_output += self.lr * delta_weights_h_o /n_records # update hidden-to-output weights with gradient descent step
self.weights_input_to_hidden += self.lr * delta_weights_i_h /n_records # update input-to-hidden weights with gradient descent step
def run(self, features):
''' Run a forward pass through the network with input features
Arguments
---------
features: 1D array of feature values
'''
#### Implement the forward pass here ####
# TODO: Hidden layer - replace these values with the appropriate calculations.
hidden_inputs = np.dot(features,self.weights_input_to_hidden) # signals into hidden layer
hidden_outputs = self.activation_function(hidden_inputs) # signals from hidden layer
# TODO: Output layer - Replace these values with the appropriate calculations.
final_inputs = np.dot(hidden_outputs,self.weights_hidden_to_output) # signals into final output layer
final_outputs = (final_inputs) # signals from final output layer
return final_outputs
def MSE(y, Y):
return np.mean((y-Y)**2)
Run these unit tests to check the correctness of your network implementation. This will help you be sure your network was implemented correctly befor you starting trying to train it. These tests must all be successful to pass the project.
import unittest
inputs = np.array([[0.5, -0.2, 0.1]])
targets = np.array([[0.4]])
test_w_i_h = np.array([[0.1, -0.2],
[0.4, 0.5],
[-0.3, 0.2]])
test_w_h_o = np.array([[0.3],
[-0.1]])
class TestMethods(unittest.TestCase):
##########
# Unit tests for data loading
##########
def test_data_path(self):
# Test that file path to dataset has been unaltered
self.assertTrue(data_path.lower() == 'bike-sharing-dataset/hour.csv')
def test_data_loaded(self):
# Test that data frame loaded
self.assertTrue(isinstance(rides, pd.DataFrame))
##########
# Unit tests for network functionality
##########
def test_activation(self):
network = NeuralNetwork(3, 2, 1, 0.5)
# Test that the activation function is a sigmoid
self.assertTrue(np.all(network.activation_function(0.5) == 1/(1+np.exp(-0.5))))
def test_train(self):
# Test that weights are updated correctly on training
network = NeuralNetwork(3, 2, 1, 0.5)
network.weights_input_to_hidden = test_w_i_h.copy()
network.weights_hidden_to_output = test_w_h_o.copy()
network.train(inputs, targets)
self.assertTrue(np.allclose(network.weights_hidden_to_output,
np.array([[ 0.37275328],
[-0.03172939]])))
self.assertTrue(np.allclose(network.weights_input_to_hidden,
np.array([[ 0.10562014, -0.20185996],
[0.39775194, 0.50074398],
[-0.29887597, 0.19962801]])))
def test_run(self):
# Test correctness of run method
network = NeuralNetwork(3, 2, 1, 0.5)
network.weights_input_to_hidden = test_w_i_h.copy()
network.weights_hidden_to_output = test_w_h_o.copy()
self.assertTrue(np.allclose(network.run(inputs), 0.09998924))
suite = unittest.TestLoader().loadTestsFromModule(TestMethods())
unittest.TextTestRunner().run(suite)
.....
[ 0.30001076] [ 0.4850045 0.45512111]
---------------------------------------------------------------------- Ran 5 tests in 0.015s OK
<unittest.runner.TextTestResult run=5 errors=0 failures=0>
Here you'll set the hyperparameters for the network. The strategy here is to find hyperparameters such that the error on the training set is low, but you're not overfitting to the data. If you train the network too long or have too many hidden nodes, it can become overly specific to the training set and will fail to generalize to the validation set. That is, the loss on the validation set will start increasing as the training set loss drops.
You'll also be using a method know as Stochastic Gradient Descent (SGD) to train the network. The idea is that for each training pass, you grab a random sample of the data instead of using the whole data set. You use many more training passes than with normal gradient descent, but each pass is much faster. This ends up training the network more efficiently. You'll learn more about SGD later.
This is the number of batches of samples from the training data we'll use to train the network. The more iterations you use, the better the model will fit the data. However, if you use too many iterations, then the model with not generalize well to other data, this is called overfitting. You want to find a number here where the network has a low training loss, and the validation loss is at a minimum. As you start overfitting, you'll see the training loss continue to decrease while the validation loss starts to increase.
This scales the size of weight updates. If this is too big, the weights tend to explode and the network fails to fit the data. A good choice to start at is 0.1. If the network has problems fitting the data, try reducing the learning rate. Note that the lower the learning rate, the smaller the steps are in the weight updates and the longer it takes for the neural network to converge.
The more hidden nodes you have, the more accurate predictions the model will make. Try a few different numbers and see how it affects the performance. You can look at the losses dictionary for a metric of the network performance. If the number of hidden units is too low, then the model won't have enough space to learn and if it is too high there are too many options for the direction that the learning can take. The trick here is to find the right balance in number of hidden units you choose.
import sys
### Set the hyperparameters here ###
iterations = 350
learning_rate = 0.5
hidden_nodes = 10
output_nodes = 1
N_i = train_features.shape[1]
network = NeuralNetwork(N_i, hidden_nodes, output_nodes, learning_rate)
losses = {'train':[], 'validation':[]}
for ii in range(iterations):
# Go through a random batch of 128 records from the training data set
batch = np.random.choice(train_features.index, size=128)
X, y = train_features.ix[batch].values, train_targets.ix[batch]['cnt']
network.train(X, y)
# Printing out the training progress
train_loss = MSE(network.run(train_features).T, train_targets['cnt'].values)
val_loss = MSE(network.run(val_features).T, val_targets['cnt'].values)
sys.stdout.write("\rProgress: {:2.1f}".format(100 * ii/float(iterations)) \
+ "% ... Training loss: " + str(train_loss)[:5] \
+ " ... Validation loss: " + str(val_loss)[:5])
sys.stdout.flush()
losses['train'].append(train_loss)
losses['validation'].append(val_loss)
[-0.88048884] [ 0.37368024 0.40075214 0.51946881 0.51614944 0.29707497 0.46844919 0.40187357 0.63472576 0.47444562 0.28611158] [-0.69357111] [ 0.32217492 0.5265722 0.60159488 0.65801195 0.36669695 0.47015053 0.40456968 0.6071132 0.60992577 0.40641794] [-0.71874286] [ 0.6039356 0.77394762 0.43845474 0.46570847 0.45214824 0.52029861 0.51732557 0.65141481 0.63717514 0.56318829] [-0.6925712] [ 0.51555553 0.79445696 0.35803698 0.64977849 0.31466229 0.34393153 0.3689608 0.48088639 0.65831488 0.59117764] [-0.35935723] [ 0.44155339 0.51810228 0.50867605 0.49174325 0.45253991 0.34876932 0.46018517 0.54282627 0.4508799 0.5117145 ] [-0.70554692] [ 0.49105575 0.33279539 0.69618393 0.36527065 0.56052623 0.47500879 0.45230559 0.42222112 0.32878629 0.4482676 ] [-0.76260483] [ 0.44168874 0.42117377 0.63609096 0.50766903 0.48605538 0.40254994 0.4049026 0.39312438 0.30902026 0.47838626] [ 0.42464958] [ 0.4927337 0.66115806 0.385484 0.41829658 0.33070621 0.52981929 0.43936241 0.52269967 0.65249398 0.46518121] [-0.43036533] [ 0.38466194 0.45627736 0.59350803 0.51112826 0.37447579 0.50886144 0.45405121 0.49628101 0.51717773 0.37310872] [ 0.73606616] [ 0.51952055 0.38490422 0.66915763 0.3784712 0.51542578 0.48976134 0.38039021 0.44226179 0.40973894 0.45044799] [ 0.12964671] [ 0.65005202 0.66046333 0.52908187 0.31055631 0.58341398 0.59547435 0.4997686 0.62998655 0.41309584 0.6025142 ] [ 0.90011402] [ 0.4468082 0.47710969 0.56302817 0.53175925 0.46085245 0.39069046 0.45490167 0.4413496 0.45589683 0.3406856 ] [ 0.42340836] [ 0.55594059 0.66921594 0.49246536 0.61916783 0.46938365 0.36040699 0.53846069 0.63251319 0.59787466 0.5373446 ] [ 2.55125799] [ 0.51024994 0.60072466 0.37306083 0.31035886 0.53778115 0.32745703 0.43574885 0.43040546 0.44175032 0.55460562] [-0.36563975] [ 0.50391975 0.60320034 0.55427173 0.44062784 0.4583461 0.47763077 0.35579338 0.52812864 0.50609159 0.5386952 ] [ 0.06905753] [ 0.36515707 0.34229088 0.55543793 0.40922586 0.49853295 0.51213104 0.37903343 0.54286342 0.26135054 0.37776812] [-0.58712546] [ 0.46109075 0.63788326 0.5302546 0.57789991 0.3056937 0.58632367 0.36422847 0.71489543 0.64438618 0.47806205] [-0.59172977] [ 0.41628683 0.52225456 0.68416665 0.5041146 0.44878262 0.43358664 0.43645601 0.50723821 0.57257814 0.51769611] [-0.92920724] [ 0.378223 0.3869882 0.65542573 0.49370031 0.38773886 0.42402939 0.51855122 0.50552616 0.4640061 0.37980468] [ 2.55820288] [ 0.56463527 0.76260434 0.31439092 0.63490104 0.35975399 0.33300604 0.37588244 0.45168771 0.55418616 0.55554548] [-0.6405171] [ 0.44363429 0.54825602 0.43836949 0.51652172 0.29771046 0.56144563 0.42167121 0.62497162 0.37810421 0.42878179] [ 1.35813142] [ 0.41350705 0.70448876 0.36463 0.6316438 0.24788566 0.36726912 0.48668606 0.61713825 0.65843574 0.38030126] [-0.72439607] [ 0.43386682 0.67091663 0.4859921 0.63749597 0.3846737 0.50485052 0.43220039 0.5876837 0.53372759 0.42264551] [ 0.19915877] [ 0.58999472 0.6573898 0.48163007 0.52601987 0.50423943 0.42961558 0.53794519 0.53756922 0.58294247 0.60116915] [-0.76376488] [ 0.40034691 0.54228123 0.52362963 0.65721345 0.32496537 0.58246417 0.37136313 0.63059229 0.62468801 0.45724759] [ 0.77224896] [ 0.5246543 0.5628641 0.45427413 0.53210653 0.40490931 0.60688837 0.51500877 0.6110633 0.5331892 0.4701048 ] [ 4.18770286] [ 0.54892062 0.6415017 0.35756305 0.41762168 0.50403921 0.30065272 0.33830965 0.48562528 0.39520137 0.55657129] [ 0.23955111] [ 0.5191407 0.34194843 0.61375149 0.47422846 0.44503468 0.54742984 0.40811425 0.49708156 0.4056541 0.38107791] [-0.41231068] [ 0.50407678 0.39338561 0.66031821 0.35685661 0.46562119 0.50044914 0.44699418 0.45520769 0.30490601 0.57322766] [ 1.67429518] [ 0.52339869 0.64821572 0.41957894 0.26714175 0.50211947 0.46609052 0.50573121 0.37007787 0.5421302 0.52287456] [-0.23830257] [ 0.42437273 0.64988215 0.32225185 0.63093269 0.36137763 0.28249845 0.52550903 0.54719408 0.57117513 0.58690972] [-0.83165127] [ 0.38742077 0.50982052 0.49911916 0.54603514 0.40646712 0.50108199 0.46883992 0.64941031 0.56601877 0.38902421] [-0.75344327] [ 0.49195098 0.4812912 0.66658379 0.45718029 0.48257065 0.47647041 0.43226185 0.43953204 0.41462448 0.48439963] [-0.85272045] [ 0.42117928 0.36737244 0.73895715 0.44529998 0.37229235 0.54689768 0.443699 0.55198685 0.40279528 0.4543482 ] [-0.04836838] [ 0.67157548 0.42594402 0.62426171 0.46945487 0.64399458 0.52778616 0.4144656 0.48541843 0.40312606 0.44807269] [ 0.24733784] [ 0.48297874 0.38721976 0.57764032 0.48510959 0.51336519 0.5427685 0.4921769 0.47117291 0.2608655 0.43305787] [-0.70983785] [ 0.55103557 0.72399845 0.38240448 0.62250425 0.44186882 0.28756951 0.3979592 0.47761979 0.46624166 0.58988556] [ 0.08638108] [ 0.62469586 0.68334924 0.35232707 0.58213139 0.35530471 0.5179276 0.31325735 0.48782295 0.55557154 0.48111967] [ 2.31902113] [ 0.61066802 0.63377114 0.45233911 0.59821597 0.4599936 0.44740994 0.45328749 0.66763563 0.63484385 0.33257475] [-0.01381984] [ 0.4345332 0.52094213 0.48046454 0.43127672 0.4563214 0.47349404 0.42825097 0.53217238 0.60688263 0.34939817] [-0.38372956] [ 0.54643578 0.55639025 0.5593379 0.50863403 0.52510735 0.42975636 0.43803746 0.47902275 0.56290402 0.38227169] [-0.19876751] [ 0.49080599 0.29371065 0.60136517 0.34203625 0.6241512 0.56812495 0.44800423 0.5412258 0.47736166 0.36483288] [ 0.65147504] [ 0.43513384 0.63964298 0.48311545 0.45322856 0.4713067 0.57640387 0.52188581 0.54986244 0.47157827 0.50237866] [ 1.02265083] [ 0.66545305 0.67477203 0.51098355 0.35788386 0.6502459 0.53905941 0.43760457 0.52544002 0.43723469 0.61842625] [-0.07475916] [ 0.58136283 0.76762602 0.49005661 0.65761389 0.40321435 0.46156296 0.33874241 0.63159988 0.57116423 0.52735305] [-0.64848433] [ 0.39693848 0.36475617 0.64088555 0.28932908 0.57500974 0.65509312 0.47136217 0.57212875 0.45452675 0.49496205] [-0.5683455] [ 0.56353792 0.75769666 0.32401511 0.65069261 0.37048797 0.37945361 0.30644288 0.5261366 0.53069751 0.51406144] [-0.64331456] [ 0.43303708 0.47257292 0.5266492 0.63124068 0.37060776 0.45347589 0.44383067 0.64293351 0.56118346 0.26116122] [-0.19150241] [ 0.65937099 0.59867786 0.39690079 0.45126705 0.56174616 0.5768414 0.43308868 0.60096941 0.35710033 0.54784882] [-0.10789982] [ 0.53026888 0.59911328 0.60574343 0.51837298 0.48801283 0.49172897 0.44233049 0.60413897 0.48142017 0.58568975] [-0.3776487] [ 0.39567679 0.61090468 0.46355075 0.62242283 0.32300523 0.38474798 0.36729782 0.52773512 0.51101682 0.44365993] [ 0.72813279] [ 0.5342252 0.65203821 0.40141793 0.58010423 0.41332039 0.46070304 0.45558262 0.56910108 0.5305876 0.38524304] [-0.25711921] [ 0.45580047 0.45993066 0.54811837 0.33848756 0.49128057 0.51294596 0.37818728 0.49544973 0.43272842 0.52102932] [ 0.15945977] [ 0.46169738 0.52308638 0.52481966 0.43424355 0.48501882 0.57877793 0.49203656 0.48939675 0.36330575 0.4504464 ] [ 0.05189602] [ 0.52424778 0.28352014 0.57561057 0.33967999 0.46232708 0.45258575 0.41532056 0.52443222 0.25724273 0.43006605] [-0.03270924] [ 0.43481427 0.60290726 0.41831566 0.51540601 0.41717952 0.40313554 0.38140855 0.59636749 0.47774823 0.48959461] [-0.56680013] [ 0.45542727 0.77433231 0.38643687 0.68985377 0.3858595 0.32684992 0.35534095 0.57708779 0.62096656 0.57067906] [-0.14604561] [ 0.52821326 0.56351293 0.43106643 0.68322098 0.32535339 0.41236433 0.31751107 0.47193501 0.487862 0.54253642] [-0.17369378] [ 0.48447007 0.67041707 0.44786981 0.55504367 0.45032495 0.4763855 0.40624652 0.66491281 0.55213201 0.44391228] [-0.53169043] [ 0.56981829 0.59830074 0.41718091 0.5097521 0.31847535 0.48363734 0.41736914 0.52619289 0.54463911 0.42022033] [-0.86576286] [ 0.35614536 0.32351685 0.69584717 0.57019738 0.43398138 0.53014148 0.46593472 0.50528888 0.41400159 0.32107517] [-0.55759521] [ 0.60402286 0.69396388 0.5365183 0.64146816 0.49637679 0.51014538 0.50702349 0.57183756 0.5929002 0.44545851] [ 0.79527906] [ 0.46878194 0.50050269 0.51020597 0.67050554 0.47277959 0.52879397 0.35069695 0.61206109 0.48755949 0.38777656] [ 1.83831673] [ 0.52503942 0.60080303 0.46262502 0.34980801 0.52544187 0.52508251 0.51035741 0.51087715 0.40447453 0.55112017] [ 0.62718461] [ 0.38933777 0.6607415 0.42189487 0.52398064 0.35411462 0.40555138 0.43862641 0.56480319 0.55967738 0.43802379] [-0.13087193] [ 0.68069146 0.73668748 0.49545257 0.47050364 0.58022667 0.47195571 0.46737089 0.54726827 0.53443837 0.6492912 ] [-0.33211321] [ 0.52371821 0.40036285 0.46624728 0.42887778 0.53615461 0.42366425 0.42219546 0.54792935 0.39362319 0.39337628] [ 1.09804457] [ 0.64709145 0.74073053 0.39748685 0.37808076 0.50301384 0.55552278 0.50727049 0.57025046 0.50053934 0.52141618] [-0.30007525] [ 0.53508161 0.79466351 0.5678261 0.58493803 0.30858672 0.56863521 0.54548579 0.72362524 0.68173683 0.53291385] [ 0.26805695] [ 0.49299596 0.69781139 0.42113775 0.42396568 0.45221156 0.4891505 0.48361471 0.55487701 0.56679513 0.5848157 ] [ 1.01106171] [ 0.45812702 0.51424113 0.4432035 0.62085081 0.29197283 0.54360135 0.46433217 0.75201059 0.46762043 0.32005615] [-0.88479741] [ 0.43215331 0.64420672 0.49700441 0.6535309 0.23245062 0.40305694 0.41304726 0.48600651 0.60162943 0.36962768] [ 0.37185611] [ 0.34937839 0.54141355 0.49506561 0.60730977 0.32639498 0.41871875 0.47059468 0.54205384 0.63144339 0.3403213 ] [-0.51008843] [ 0.6545967 0.63691487 0.45296603 0.46791459 0.47567705 0.59736352 0.43095555 0.62437215 0.42272644 0.54694743] [ 1.01980441] [ 0.59885147 0.66453765 0.47013025 0.47903044 0.44366318 0.56145852 0.47926709 0.56605726 0.44389319 0.4800061 ] [-0.23684345] [ 0.41080528 0.56281989 0.37685177 0.62912427 0.37341759 0.33064614 0.41380421 0.4064989 0.55564234 0.30984754] [-0.62423791] [ 0.44191724 0.42189869 0.50164433 0.71581787 0.41658056 0.49656025 0.455769 0.55659881 0.34912758 0.38134655] [-0.83378426] [ 0.64630824 0.5075898 0.59006279 0.5468481 0.44689288 0.52970641 0.42194741 0.65068202 0.47554919 0.39662408] [ 1.03068221] [ 0.59546072 0.37747272 0.54998085 0.34459035 0.75422905 0.38759326 0.3503183 0.36647645 0.21937707 0.54016289] [ 0.54234103] [ 0.42428121 0.77612621 0.35304307 0.68551936 0.34466894 0.26624168 0.38097413 0.59986778 0.59511846 0.57777304] [-0.16949553] [ 0.6917749 0.73492335 0.37234045 0.61673881 0.45077247 0.40140886 0.46033969 0.69154534 0.54472618 0.69417162] [ 0.13775043] [ 0.47533942 0.40700204 0.56502765 0.40144574 0.55548198 0.4803564 0.50189055 0.45101511 0.49505572 0.41324982] [-0.72708213] [ 0.59148692 0.60408138 0.5904933 0.6211025 0.53906783 0.47590986 0.40200539 0.55299019 0.49865594 0.44337856] [ 0.72098483] [ 0.59993511 0.82959863 0.27641421 0.36827088 0.56563908 0.3421303 0.40817724 0.40475409 0.55565032 0.68022758] [ 2.81833235] [ 0.54413505 0.62157665 0.36967246 0.40453902 0.45405663 0.38259305 0.38945592 0.46998586 0.36245836 0.47517419] [-0.72394982] [ 0.46587882 0.64023394 0.49890311 0.60299494 0.29892725 0.5403469 0.45160526 0.68942127 0.49037602 0.44115879] [-0.58674622] [ 0.50324185 0.59058134 0.536832 0.45120923 0.49264623 0.53445589 0.41884106 0.65749874 0.56371629 0.51539893] [-0.0915193] [ 0.63603531 0.56420321 0.58179996 0.3169932 0.63336393 0.66137279 0.3857622 0.5319713 0.44360894 0.62474695] [ 0.47175776] [ 0.58155035 0.57992868 0.47066742 0.43330226 0.46594427 0.69328668 0.45100652 0.60809281 0.44666164 0.50134257] [-0.61801665] [ 0.42344494 0.28708821 0.73477697 0.50231721 0.44821858 0.46158543 0.52092339 0.51158148 0.37380894 0.39131404] [ 0.36201283] [ 0.60001379 0.37505173 0.55525177 0.41753655 0.62542582 0.48407884 0.40406638 0.34034129 0.33716241 0.40465664] [ 0.01501872] [ 0.44570324 0.61778318 0.49438514 0.6299265 0.33803457 0.42648931 0.50222664 0.64231352 0.6514033 0.35980917] [-0.35003823] [ 0.46126751 0.74361818 0.39671387 0.63636844 0.30834655 0.43834074 0.48337626 0.61680936 0.53879156 0.43797639] [-0.84354219] [ 0.37331303 0.49828153 0.62242163 0.66673658 0.33550206 0.3948505 0.46220499 0.56951069 0.62468812 0.42299854] [ 0.59812027] [ 0.5970074 0.81179813 0.31547479 0.56454476 0.38565826 0.39571403 0.41167513 0.39968337 0.66899745 0.50401365] [-0.81273654] [ 0.4450256 0.42745481 0.65939521 0.44562225 0.38606545 0.49413329 0.44526163 0.6087665 0.45041682 0.48107003] [-0.62134735] [ 0.43713077 0.42025514 0.67487213 0.51119683 0.31103186 0.43902993 0.48506662 0.59031583 0.50379892 0.30128527] [ 0.61053551] [ 0.74217074 0.71978142 0.48278522 0.50778786 0.61478285 0.43922335 0.41751208 0.58357027 0.60152886 0.48782735] [ 0.05528182] [ 0.62758282 0.68741301 0.48167395 0.5620447 0.5358911 0.41781017 0.42041529 0.54857443 0.54369549 0.42491298] [-0.65463804] [ 0.49653646 0.56787043 0.50812956 0.34428943 0.50208712 0.51319185 0.39590879 0.50494188 0.46778242 0.54745114] [-0.92622113] [ 0.46063357 0.38791858 0.67443194 0.52328967 0.33909664 0.45603111 0.49402719 0.55168521 0.55879731 0.32525797] [-0.10632197] [ 0.54434858 0.29696697 0.74377884 0.41332185 0.48333726 0.49396456 0.40305218 0.54568913 0.3995604 0.38843684] [-0.65740926] [ 0.46881328 0.41220433 0.50641013 0.43382261 0.5991346 0.36232777 0.47856872 0.47334403 0.36542582 0.6713995 ] [ 0.73152538] [ 0.52017369 0.63058356 0.46976928 0.60264393 0.44812559 0.43641581 0.40923382 0.56595417 0.53929574 0.53267358] [-0.6850802] [ 0.60990563 0.80197081 0.44175154 0.62897234 0.42959752 0.41039442 0.44042013 0.52625975 0.54495701 0.52574898] [-0.570179] [ 0.55665154 0.78331996 0.3578245 0.6585779 0.32674928 0.33016108 0.34397118 0.59890038 0.64495014 0.42496987] [-0.92770945] [ 0.39184783 0.58871433 0.65415658 0.68447963 0.24907928 0.4107875 0.39419538 0.57910899 0.5705783 0.46673145] [ 0.02309397] [ 0.52585 0.81220118 0.31662332 0.5108831 0.29119626 0.42614289 0.37680405 0.63819766 0.62644666 0.54253699] [ 2.91564075] [ 0.63085073 0.65689528 0.51108711 0.4012208 0.61685044 0.52061221 0.45553786 0.51494082 0.50167421 0.55804218] [ 3.87379804] [ 0.61445108 0.70283321 0.33855726 0.38705918 0.52943683 0.3478887 0.3843818 0.45387847 0.47591816 0.45633173] [ 1.36850605] [ 0.60366322 0.5811897 0.42481373 0.49083084 0.5285064 0.54254062 0.43836077 0.43440488 0.38045141 0.52047423] [ 1.6655301] [ 0.520107 0.49204507 0.57369766 0.43657192 0.41823036 0.51031403 0.42064122 0.4685058 0.3811202 0.43807615] [-0.62475823] [ 0.53106065 0.68744767 0.50605125 0.49016769 0.4053053 0.4413245 0.42190552 0.47126959 0.4994271 0.47636101] [-0.22226188] [ 0.41179164 0.25546758 0.70838677 0.26678091 0.58028728 0.52715224 0.46922246 0.3865985 0.31144399 0.43678812] [ 0.62718461] [ 0.38933777 0.6607415 0.42189487 0.52398064 0.35411462 0.40555138 0.43862641 0.56480319 0.55967738 0.43802379] [ 0.27409144] [ 0.41340237 0.44844332 0.54343031 0.44800537 0.50405903 0.48958919 0.33610076 0.51472426 0.41642025 0.39283366] [-0.40936725] [ 0.56745461 0.50673957 0.48951217 0.62544356 0.5260958 0.43234576 0.39908426 0.62365053 0.40197756 0.34349942] [ 0.46032336] [ 0.37001076 0.57196724 0.57204495 0.4855208 0.42091893 0.51672715 0.46248875 0.63360659 0.62039668 0.52067268] [-0.02010027] [ 0.67129242 0.65261356 0.52207084 0.46761551 0.58416871 0.44827123 0.41456663 0.56739908 0.46015033 0.49272169] [-0.57601216] [ 0.63175839 0.70718608 0.48446013 0.5838046 0.43479606 0.42429063 0.43667125 0.62292402 0.50875104 0.57153646] [-0.60711686] [ 0.41992963 0.3317107 0.67268582 0.60845416 0.32531773 0.4634497 0.34773651 0.62023895 0.56252395 0.27823155] [ 0.34499493] [ 0.57974041 0.65043488 0.52616072 0.38621165 0.55275618 0.44829181 0.4891382 0.43489136 0.55154573 0.57630969] [-0.70337626] [ 0.62391605 0.70890141 0.52602087 0.63846196 0.50420019 0.33696245 0.41923689 0.61053789 0.48151478 0.61682495] [ 1.12400328] [ 0.43394835 0.75574827 0.36052784 0.57168727 0.42931327 0.33352431 0.41526836 0.52380783 0.55740597 0.51819641] [ 1.42784367] [ 0.6554184 0.67802422 0.5130257 0.45627948 0.59879224 0.43960864 0.47509758 0.55220476 0.48629151 0.63038623] [ 0.64187358] [ 0.61031434 0.69104861 0.35751887 0.45796199 0.43653334 0.43192665 0.35003877 0.52874108 0.42519675 0.50080017] [-0.78827767] [ 0.45984249 0.48574006 0.45892659 0.54463269 0.46238234 0.60211336 0.41244761 0.72656396 0.3421659 0.36956598] [ 0.7211983] [ 0.58731498 0.51969794 0.55240028 0.21517223 0.57791003 0.60984395 0.42987124 0.56813308 0.42223068 0.6203442 ] Progress: 0.0% ... Training loss: 1.006 ... Validation loss: 1.465[ 0.89261175] [ 0.60026248 0.42007694 0.62818406 0.45096827 0.42976302 0.39942536 0.40061888 0.48730173 0.37580313 0.43123218] [-0.93337988] [ 0.40308628 0.48682544 0.65523222 0.63018495 0.38602445 0.50658767 0.43208003 0.55358155 0.53695874 0.42028835] [ 0.33045143] [ 0.64172574 0.75564467 0.36170023 0.29990673 0.44492928 0.50554832 0.49743053 0.51750544 0.5250024 0.59090803] [ 0.13298115] [ 0.58694307 0.76438196 0.46213241 0.42998168 0.40178201 0.43975304 0.47976869 0.55460352 0.56069254 0.51566768] [-0.05093356] [ 0.54303163 0.76787045 0.42331259 0.47821746 0.46937388 0.48874187 0.55530957 0.58728239 0.66810883 0.53534343] [-0.01108935] [ 0.64982034 0.41628327 0.57711518 0.50500665 0.58850101 0.38287724 0.43485443 0.59263 0.44809158 0.46590857] [-0.82092653] [ 0.59493558 0.76637045 0.45763152 0.5682365 0.50736244 0.40739936 0.47153047 0.52402936 0.50251392 0.53895924] [ 1.55498599] [ 0.55759855 0.68060875 0.33158753 0.60885682 0.39827183 0.26978167 0.44329214 0.39020803 0.53540634 0.49628549] [-0.47115538] [ 0.37194901 0.37157372 0.62465435 0.43461107 0.4568777 0.40135291 0.45254061 0.41725236 0.48366669 0.46657365] [-0.77804831] [ 0.46821881 0.29592403 0.71091011 0.4043758 0.51839898 0.50022261 0.38238625 0.36784804 0.23658398 0.45673042] [ 1.19150101] [ 0.6330364 0.64471861 0.5110193 0.58222833 0.52950128 0.38933307 0.46249572 0.63151154 0.52152205 0.53631805] [-0.87558217] [ 0.49776543 0.6419854 0.5498644 0.60350605 0.42298139 0.43170996 0.42533378 0.61575855 0.56561586 0.3872661 ] [-0.04963969] [ 0.62636901 0.72454283 0.45812096 0.49639652 0.38110177 0.55642451 0.46046479 0.58957041 0.53056402 0.5210117 ] [ 0.00523614] [ 0.50247956 0.72495223 0.45482661 0.49957954 0.34065509 0.49484203 0.40629894 0.68817316 0.59879083 0.57095141] [ 0.38836913] [ 0.70965373 0.51624845 0.44440612 0.37117728 0.61580943 0.64011617 0.42454823 0.49723892 0.33508777 0.53824757] [-0.94717223] [ 0.42395942 0.45578808 0.58219993 0.52372284 0.39304147 0.53092981 0.5286736 0.54064428 0.50050824 0.34865477] [-0.93020503] [ 0.51545627 0.82362616 0.35052932 0.59769624 0.2608853 0.39205559 0.41795315 0.61224919 0.67148114 0.51231291] [ 0.1317164] [ 0.45536405 0.75755318 0.39308606 0.64836727 0.29636102 0.3250316 0.46902961 0.61712105 0.54426708 0.62498646] [ 0.2296019] [ 0.41829151 0.3145346 0.68748922 0.37066885 0.4935677 0.53134457 0.52450793 0.50440725 0.39169967 0.4017341 ] [ 0.74346206] [ 0.44211424 0.56005752 0.44697278 0.60088652 0.40077426 0.52209372 0.49395463 0.6593096 0.70485817 0.30942153] [-0.15519009] [ 0.52068193 0.70890371 0.42791006 0.57073848 0.33911083 0.46653287 0.40239803 0.6167503 0.51149518 0.42575484] [ 0.85989293] [ 0.43241484 0.57906361 0.43981434 0.39105252 0.35694415 0.39129907 0.4321716 0.45151562 0.47500541 0.43875185] [-0.81380655] [ 0.46798216 0.64593439 0.42403023 0.67166475 0.41283796 0.40440807 0.43597266 0.47187728 0.47805729 0.44647417] [ 3.70906901] [ 0.56552077 0.6228535 0.39595829 0.50938102 0.50030254 0.32440624 0.3734061 0.51929825 0.39917899 0.39036934] [ 0.00847919] [ 0.59573811 0.65083933 0.386904 0.39130125 0.48312303 0.36658815 0.38930156 0.46352798 0.34847334 0.59664196] [-0.70095772] [ 0.52833913 0.48883872 0.49366381 0.59309996 0.41990813 0.4968097 0.53898538 0.66460771 0.40984006 0.34524344] [ 0.58667886] [ 0.61304595 0.52889439 0.36514053 0.43854739 0.38597901 0.45452674 0.39030826 0.41365284 0.38095389 0.35153891] [-0.98141424] [ 0.3632793 0.27641768 0.66821598 0.63986738 0.35899955 0.49186324 0.48358705 0.56193087 0.48230391 0.25815419] [-0.84173808] [ 0.53629316 0.62245799 0.52708464 0.43459744 0.47223236 0.49633808 0.41352979 0.58327272 0.46101317 0.58862195] [ 0.41260102] [ 0.63979786 0.36237518 0.58478779 0.39533822 0.70492053 0.44512064 0.33801178 0.43226942 0.24926157 0.54769185] [-0.33632031] [ 0.44123586 0.54924629 0.6384763 0.47324312 0.47471157 0.48962658 0.45276659 0.47240551 0.4479607 0.51754005] [ 0.78083181] [ 0.66931074 0.61021884 0.55965587 0.61290577 0.53563068 0.3362849 0.46586437 0.56683274 0.65652703 0.32252711] [-0.88190555] [ 0.51461481 0.69860861 0.39196779 0.63446874 0.43123658 0.32222955 0.41812685 0.58238981 0.39783315 0.52227204] [-0.51514121] [ 0.55648427 0.72219477 0.38849246 0.61352285 0.47288157 0.42395692 0.49407406 0.66437545 0.53275746 0.52901573] [ 0.44475847] [ 0.64794058 0.64548397 0.41241872 0.42771509 0.45136881 0.37664236 0.46082741 0.59664237 0.5770458 0.48590988] [ 0.50893867] [ 0.71864652 0.67077128 0.35753805 0.50615342 0.38290888 0.31359018 0.39136422 0.50027592 0.43814899 0.46799869] [-0.56048486] [ 0.43733754 0.42416146 0.50495848 0.500071 0.44474108 0.68424026 0.42498222 0.68224549 0.51783557 0.40653185] [-0.17345872] [ 0.515218 0.71230778 0.37592256 0.73166979 0.25445401 0.3235439 0.39488661 0.60152153 0.59730694 0.67740139] [ 2.71376153] [ 0.53395569 0.57986607 0.40627663 0.42432966 0.52246418 0.43176455 0.4051141 0.43745464 0.37122631 0.38521507] [-0.9271595] [ 0.38468064 0.34001105 0.71120061 0.46638816 0.4507064 0.54412373 0.51067536 0.42292882 0.47681228 0.38628215] [-0.34414768] [ 0.37132833 0.52421003 0.45855917 0.55952696 0.38042293 0.33619556 0.35426531 0.42840377 0.54590714 0.33946404] [ 1.86031248] [ 0.52218177 0.64365994 0.36197717 0.67250984 0.35975265 0.27296093 0.36647647 0.62197414 0.51195695 0.64681939] [-0.36374751] [ 0.48198098 0.67813158 0.43202053 0.68919473 0.33266055 0.43597278 0.45598403 0.64736477 0.69371782 0.32016414] [ 0.32924742] [ 0.54877391 0.74830786 0.36067863 0.49549011 0.47775524 0.29045234 0.36282651 0.55348047 0.5172337 0.45359668] [ 0.08534068] [ 0.42904947 0.47520105 0.47193058 0.52992207 0.42577095 0.67507416 0.47096019 0.75815726 0.56391285 0.3573938 ] [-0.41254969] [ 0.39998807 0.60484188 0.45599517 0.51918179 0.40442579 0.4055286 0.46425702 0.44579935 0.6446475 0.41538999] [ 0.78146878] [ 0.69394245 0.78285391 0.49080355 0.56002541 0.49542698 0.37366188 0.48132983 0.59736222 0.62947196 0.59802635] [-0.90403725] [ 0.57943777 0.49941313 0.60241554 0.61601194 0.47110923 0.56214597 0.47517048 0.67538535 0.5665499 0.387096 ] [ 0.30039239] [ 0.6555589 0.68887223 0.35739209 0.40328879 0.45991438 0.40729192 0.36902197 0.52609234 0.40985621 0.48951416] [ 3.21061856] [ 0.55818728 0.418725 0.38163983 0.47396713 0.47502355 0.32962747 0.39733401 0.44285789 0.2742153 0.3945125 ] [-0.23611075] [ 0.46867439 0.58688731 0.59517479 0.5048424 0.37990347 0.60503163 0.3740626 0.68744364 0.51045446 0.58889142] [ 0.02897127] [ 0.55367744 0.55202962 0.5544583 0.47161655 0.40580618 0.43961816 0.47350902 0.58507993 0.49030261 0.52554449] [-0.72686566] [ 0.52475474 0.72202528 0.47409822 0.6192318 0.51494013 0.50110621 0.54862879 0.61090793 0.57080975 0.54548247] [-0.48425506] [ 0.35149669 0.40032254 0.59654539 0.34870408 0.52044571 0.48124107 0.46221111 0.58292931 0.44906484 0.47886146] [-0.00581901] [ 0.5647841 0.604681 0.50848826 0.50366417 0.42039812 0.35089437 0.39486752 0.57363729 0.52288012 0.46393023] [ 0.75071987] [ 0.66835901 0.4384591 0.50042855 0.41820758 0.61647318 0.55986088 0.48012223 0.50454198 0.25827728 0.52094504] [-0.54129273] [ 0.48281704 0.34471997 0.66776983 0.38290763 0.54190302 0.5449236 0.45953357 0.46751526 0.3236273 0.52970235] [ 0.85444445] [ 0.49398031 0.25237884 0.67251296 0.26197668 0.54160576 0.49109297 0.45339777 0.46661358 0.26877363 0.38178545] [-0.84471669] [ 0.68067466 0.73029335 0.49877064 0.63897189 0.41261069 0.46366643 0.4463294 0.59096054 0.54664747 0.43428667] [-0.92664305] [ 0.48886896 0.70035067 0.44300097 0.66341781 0.30534116 0.50675681 0.39927144 0.70654355 0.60509214 0.45150941] [-0.53916421] [ 0.46097211 0.66990482 0.41539074 0.67519727 0.2920917 0.36119588 0.34968918 0.58940048 0.42435165 0.43236102] [-0.08773334] [ 0.54351176 0.53891079 0.41493352 0.54282157 0.3936195 0.38491902 0.35038885 0.5492815 0.47982508 0.33323615] [ 1.13131769] [ 0.58807921 0.62883104 0.39468114 0.60347853 0.33911632 0.40191364 0.39358182 0.59444951 0.42833123 0.45268543] [-0.62997649] [ 0.6298944 0.59472157 0.60141097 0.39915205 0.55044861 0.52061317 0.47792627 0.62333638 0.47558631 0.52425659] [ 0.07730409] [ 0.68664297 0.66202415 0.48071972 0.48209684 0.47953568 0.36533507 0.4589523 0.40656005 0.55427099 0.46289238] [-0.91083966] [ 0.52659111 0.71968212 0.44704814 0.62516451 0.31096006 0.42562739 0.42578164 0.4777216 0.66977488 0.47511915] [-0.76916717] [ 0.54536013 0.62490559 0.53843903 0.38697557 0.50998052 0.60354743 0.35600053 0.67425343 0.51147363 0.66243852] [ 0.91089943] [ 0.50346539 0.39363176 0.58848387 0.40985863 0.60509429 0.53883728 0.44242623 0.50372852 0.29387426 0.41183871] [ 0.45150293] [ 0.75208762 0.50156119 0.56012573 0.43033236 0.59619704 0.36826278 0.4186482 0.60077518 0.33981192 0.45860141] [-0.91202687] [ 0.43651046 0.5577411 0.51782473 0.57458641 0.38689036 0.59020607 0.40280365 0.70048439 0.50732597 0.49404654] [-0.41869036] [ 0.36719351 0.50271712 0.57964333 0.60878978 0.40696594 0.46323412 0.36508573 0.58753039 0.64952327 0.44057234] [-0.69096615] [ 0.60171875 0.71350749 0.6030797 0.64230522 0.40270134 0.42323627 0.43423816 0.7063026 0.56583033 0.57574614] [-0.8366697] [ 0.57845592 0.78092 0.55214114 0.68141772 0.38672189 0.53122824 0.46894256 0.72458667 0.7106124 0.54732798] [-0.79265655] [ 0.6393573 0.79428571 0.47644427 0.59693781 0.36383651 0.46818022 0.48321684 0.68263752 0.62525376 0.64122494] [-0.75514861] [ 0.51897378 0.76030017 0.44687518 0.51229193 0.42057761 0.39680714 0.44078307 0.43335043 0.539864 0.5928667 ] [-0.3468068] [ 0.40701719 0.64107522 0.44173888 0.64125601 0.36611776 0.5731931 0.56487247 0.65537569 0.57193431 0.35152353] [-0.29474248] [ 0.36279269 0.65285485 0.34315688 0.61766907 0.36243828 0.36435904 0.38750759 0.51120513 0.51239865 0.37569541] [ 1.52279649] [ 0.66229675 0.636552 0.47464172 0.32182093 0.59648764 0.44927941 0.52231309 0.53634982 0.53052172 0.47114514] [-0.7166583] [ 0.69809074 0.68651062 0.5375601 0.38207834 0.47565456 0.61841942 0.5043395 0.65267306 0.5085587 0.5702328 ] [-0.69971124] [ 0.3951277 0.56228132 0.46958897 0.47459763 0.37918811 0.41092182 0.48016263 0.45871423 0.53251507 0.43715686] [-0.82975864] [ 0.48217372 0.66744159 0.43274331 0.68992296 0.36295658 0.41016039 0.37921891 0.47149739 0.5538622 0.43873064] [ 0.43816688] [ 0.48318939 0.73394286 0.41015715 0.6173623 0.32223746 0.3869398 0.45103539 0.55066801 0.54441751 0.55534638] [ 1.52024304] [ 0.40067348 0.64609705 0.37674724 0.57285777 0.36428152 0.44425419 0.47587983 0.56244201 0.60717085 0.36410887] [ 0.0533818] [ 0.36656879 0.67084284 0.44596261 0.55957733 0.30326917 0.51657276 0.37413434 0.56608993 0.59887581 0.43190285] [ 0.04627618] [ 0.50111302 0.52903724 0.55338359 0.45122625 0.42989053 0.49271215 0.48097463 0.51848516 0.46105403 0.48728617] [ 1.66324749] [ 0.50243657 0.54301006 0.45333253 0.3725575 0.5131106 0.42047561 0.43129816 0.54751038 0.34050199 0.47287711] [-0.74421022] [ 0.57238776 0.76460254 0.37355764 0.58464376 0.37779618 0.32872506 0.35847066 0.56368326 0.60715766 0.43492632] [ 0.24241303] [ 0.48803174 0.58753736 0.50223691 0.51545737 0.46992098 0.56111451 0.57832308 0.6056694 0.43706812 0.57255277] [-0.40824017] [ 0.53927725 0.74577407 0.37334752 0.53430586 0.40266017 0.38995828 0.38790709 0.5111172 0.57766444 0.51415057] [ 0.35549019] [ 0.41115177 0.34205378 0.51265471 0.46346779 0.43227876 0.45510796 0.46400674 0.58723135 0.21572786 0.36342207] [ 0.52416733] [ 0.43580704 0.56774712 0.42153186 0.6724509 0.39741787 0.38281106 0.3372685 0.47858057 0.50921183 0.34264827] [ 2.29011841] [ 0.57679261 0.68156949 0.3315888 0.67255714 0.3998474 0.29341654 0.49973355 0.47381466 0.53297998 0.52334864] [-0.98411356] [ 0.53193368 0.35802063 0.68987733 0.48030359 0.38997492 0.55097841 0.36168374 0.56610615 0.34570491 0.4039296 ] [-0.59039916] [ 0.44587822 0.53679231 0.47906031 0.57903113 0.34109759 0.3679369 0.34898528 0.46704866 0.46052063 0.37128029] [-0.68328171] [ 0.36684227 0.5670528 0.37811917 0.63598395 0.31303054 0.38028926 0.38203589 0.64898702 0.55945154 0.40636878] [ 2.56616016] [ 0.73390181 0.74745554 0.42624044 0.33949799 0.61934733 0.42662095 0.45486869 0.55631151 0.50715552 0.52745564] [ 0.03429835] [ 0.62123104 0.61114399 0.48956309 0.45980551 0.43775258 0.40554079 0.46112843 0.46232095 0.52034994 0.47368767] [ 3.20896495] [ 0.55508984 0.78120743 0.35355764 0.43107225 0.36391769 0.41689735 0.3820938 0.42709522 0.44692745 0.53138495] [-0.68162121] [ 0.4863993 0.63749959 0.47949379 0.56912425 0.37167027 0.54048771 0.44673784 0.63202072 0.43509231 0.4102715 ] [ 0.08808342] [ 0.53420415 0.74182991 0.3580215 0.58366846 0.35121367 0.39724215 0.39345486 0.51967119 0.57103932 0.53350389] [-0.84672853] [ 0.3713112 0.49722216 0.55843511 0.67181663 0.4250418 0.5726686 0.51214947 0.56350519 0.53666672 0.46050407] [-0.70008241] [ 0.52868735 0.68506088 0.46985742 0.52216796 0.50413207 0.42198843 0.44976639 0.49212636 0.56024599 0.49025439] [-0.87530902] [ 0.44710535 0.72048332 0.4359282 0.52744528 0.31900137 0.40189188 0.40539719 0.55283998 0.57454613 0.50773116] [-0.92678139] [ 0.4156418 0.61777259 0.55425142 0.59530526 0.36278601 0.60014031 0.42184269 0.68409464 0.72007691 0.46516525] [-0.7089079] [ 0.38639804 0.27189079 0.71695242 0.32997172 0.48978993 0.53655701 0.49808432 0.49853173 0.48007911 0.40703034] [ 1.73688484] [ 0.62929731 0.67169881 0.38634151 0.60935222 0.42583824 0.33108954 0.42586262 0.39512 0.49852012 0.43172332] [-0.88197882] [ 0.49216636 0.58829684 0.5442371 0.56120883 0.33585841 0.60947133 0.37622973 0.72173535 0.54928837 0.48271996] [-0.71561053] [ 0.4961208 0.59731651 0.47528083 0.59092773 0.50338486 0.3666121 0.3866312 0.47881342 0.49425703 0.39791529] [ 1.4251514] [ 0.40811056 0.47823772 0.596564 0.53495304 0.37797344 0.47218055 0.47045185 0.57605733 0.54109537 0.3675004 ] [-0.9685525] [ 0.43254438 0.62428309 0.49935197 0.66426303 0.36212441 0.37386763 0.40930619 0.55053616 0.49938024 0.4448207 ] [ 0.80694306] [ 0.60348086 0.68892134 0.38157622 0.45185059 0.44755935 0.42531068 0.44086393 0.46394058 0.41869504 0.51711615] [-0.48804888] [ 0.44628512 0.58839795 0.49469282 0.33597884 0.51373031 0.46964601 0.54406089 0.38461235 0.59295972 0.5069191 ] [ 0.54566192] [ 0.74998227 0.62524322 0.36210697 0.43693596 0.44572362 0.31430367 0.40669697 0.46025542 0.37019547 0.46188787] [-0.44186425] [ 0.49785178 0.60509983 0.53913742 0.39659492 0.46681584 0.48424419 0.41697208 0.66258083 0.47737024 0.58942912] [ 0.84351898] [ 0.60676727 0.68703145 0.38413245 0.33856853 0.47667256 0.48147131 0.47564235 0.45072687 0.44161456 0.50884992] [-0.38463017] [ 0.5855315 0.41082078 0.60566585 0.38164379 0.56848466 0.38936839 0.40398265 0.54714034 0.33608814 0.65524489] [-0.36336204] [ 0.59298599 0.65911727 0.54240434 0.47428408 0.44071224 0.52258727 0.50653271 0.48541375 0.52374397 0.47197865] [ 0.16610542] [ 0.52611393 0.52495261 0.51580712 0.43642471 0.49115955 0.40934274 0.39561824 0.42694568 0.32618799 0.55340935] [-0.8725809] [ 0.43215888 0.57520923 0.53999161 0.45671048 0.42826895 0.54348485 0.40807382 0.5979671 0.56806273 0.53223929] [ 1.28704311] [ 0.40905637 0.55470438 0.47137428 0.44739287 0.40033093 0.57218009 0.40357937 0.62924654 0.51902832 0.40402625] [ 0.34654694] [ 0.46772853 0.58857204 0.55219591 0.61962707 0.47319989 0.52224724 0.45767572 0.68649245 0.49408558 0.42615913] [ 0.9577851] [ 0.55233019 0.40785196 0.57689079 0.34220709 0.61390393 0.5738104 0.40027438 0.44950285 0.38662139 0.55974276] [-0.9737606] [ 0.56538603 0.37019668 0.6541166 0.45099394 0.39063235 0.54161746 0.39003624 0.60831515 0.38301768 0.39257533] [-0.68913982] [ 0.40353361 0.41510722 0.60352342 0.51128324 0.40816687 0.45416405 0.4261146 0.62043613 0.38230004 0.43880173] [-0.76205093] [ 0.54745511 0.46859432 0.67963778 0.27733029 0.64094771 0.62473135 0.43033068 0.53099346 0.40365811 0.60001944] [-0.4801317] [ 0.43925721 0.69582168 0.40929951 0.58971249 0.37742352 0.35685796 0.35049326 0.53082237 0.59783557 0.45697353] [-0.96192817] [ 0.47568765 0.36541943 0.70249079 0.45652238 0.41662624 0.46000149 0.42667237 0.54737059 0.37226804 0.54199382] [-0.29830344] [ 0.60196118 0.57019472 0.64663934 0.32239365 0.55737936 0.5845133 0.58382771 0.56391654 0.39188883 0.51547102] Progress: 0.3% ... Training loss: 0.971 ... Validation loss: 1.439[ 0.2228647] [ 0.50377798 0.47446248 0.37709653 0.37950851 0.45244421 0.47162522 0.50524281 0.56288018 0.3675552 0.29238554] [-0.1465374] [ 0.48297405 0.62176763 0.39208762 0.64081073 0.36399126 0.33992345 0.37785066 0.46430168 0.52009312 0.37109377] [ 1.00780365] [ 0.60497486 0.56603337 0.43390834 0.44352161 0.40787824 0.41279676 0.4603462 0.53311733 0.37237626 0.42940535] [-0.79638112] [ 0.54566143 0.55753588 0.47692285 0.50440654 0.56440386 0.45918399 0.47431216 0.49302712 0.30912373 0.51860545] [ 0.00058953] [ 0.53155719 0.35100245 0.57868708 0.32579594 0.50155155 0.58869447 0.49442394 0.53214526 0.19610995 0.40467293] [-0.11509308] [ 0.65939923 0.8101929 0.35050092 0.68057471 0.49309135 0.30666963 0.48797773 0.67633848 0.67312612 0.65085565] [ 2.23869207] [ 0.48189963 0.74175213 0.40084559 0.67498261 0.37384293 0.38219841 0.38646293 0.65269228 0.66968362 0.56937779] [ 0.07189035] [ 0.7077472 0.37208419 0.54158425 0.50605053 0.61892603 0.48019489 0.48521125 0.62860722 0.29056765 0.33110386] [-0.76131022] [ 0.6436045 0.69464591 0.39022403 0.63742969 0.32270024 0.33852245 0.37282437 0.50693125 0.55190427 0.37727268] [ 0.36829201] [ 0.61252337 0.80348946 0.3315955 0.55963213 0.36298001 0.36079726 0.41632985 0.4297228 0.67759422 0.47482651] [ 0.34681786] [ 0.56199686 0.51958603 0.46503612 0.29608628 0.4780261 0.63718859 0.54538204 0.5497494 0.35628585 0.40944649] [ 0.15546848] [ 0.53851562 0.45668882 0.4760812 0.41098404 0.46766669 0.69006078 0.41335317 0.64135513 0.58734544 0.41823015] [ 0.45820377] [ 0.45341533 0.53570975 0.61044719 0.39210159 0.59434295 0.53291263 0.47407287 0.55816546 0.46983615 0.52635569] [-0.42296018] [ 0.63941459 0.58879046 0.53863629 0.39293419 0.45030974 0.420349 0.48120844 0.55662942 0.4539067 0.55748318] [ 2.75707193] [ 0.69179971 0.79579965 0.43643154 0.41914472 0.52323318 0.53726777 0.45451248 0.46980115 0.61072168 0.56812586] [-0.65367552] [ 0.63118128 0.68947192 0.57230337 0.68459589 0.35920702 0.48322495 0.36258819 0.64244597 0.54427047 0.48078164] [ 3.0615302] [ 0.52422708 0.51203352 0.37572453 0.31147076 0.49508627 0.31434326 0.43718091 0.48306558 0.43088911 0.33386289] [-0.78241067] [ 0.37745384 0.40497088 0.69973319 0.49368118 0.39621558 0.50735215 0.48684387 0.49055658 0.42526623 0.48424839] [ 0.04708323] [ 0.5234284 0.59597194 0.61293182 0.36177283 0.53458798 0.56352917 0.38354622 0.46573467 0.38440396 0.59305116] [-0.76133957] [ 0.47262132 0.78757403 0.37277156 0.69199754 0.30260588 0.50991087 0.39121842 0.74964489 0.61111997 0.53099639] [ 0.85494247] [ 0.68753797 0.54422941 0.50912859 0.46813546 0.52566741 0.29510523 0.41631369 0.37532933 0.45358757 0.36794088] [ 0.02340789] [ 0.44571948 0.61322308 0.45679605 0.56458702 0.35903685 0.36140774 0.43978411 0.61074494 0.48135842 0.47981516] [-0.42669547] [ 0.41792994 0.55475634 0.62487208 0.55806598 0.29600658 0.54397926 0.44541276 0.66829959 0.52045003 0.49282732] [ 0.11597562] [ 0.34741421 0.46480207 0.51357124 0.46626851 0.46402553 0.58656139 0.46154657 0.57957422 0.58781744 0.40984966] [ 0.34103072] [ 0.7292329 0.72685764 0.42673186 0.3744037 0.54573793 0.46009443 0.43711928 0.60628308 0.47737596 0.49991852] [ 0.67701217] [ 0.65195542 0.66396124 0.44961737 0.44160624 0.45826161 0.33685062 0.44191986 0.45056551 0.54058197 0.43657912] [-0.49794929] [ 0.60970319 0.59546104 0.54309957 0.58223092 0.47074012 0.41080033 0.38742941 0.51481311 0.49302662 0.36928661] [ 1.60162425] [ 0.51471605 0.5345076 0.46682967 0.36957272 0.49737984 0.39584758 0.43508988 0.56903792 0.34678626 0.45327174] [-0.81826206] [ 0.49360343 0.69196746 0.33202994 0.59375802 0.2980904 0.4524901 0.46410496 0.61079728 0.52163416 0.39088816] [ 0.7151721] [ 0.67181758 0.67362989 0.58406199 0.4270428 0.5610991 0.43671021 0.47674645 0.48493118 0.53356342 0.4956948 ] [-0.683573] [ 0.4570293 0.37546056 0.67294633 0.43450615 0.4377951 0.5677928 0.42306456 0.53949845 0.5359524 0.39900429] [-0.39324483] [ 0.49455231 0.60957196 0.36487851 0.53348428 0.43416617 0.51137706 0.45576712 0.52606597 0.47820618 0.44094327] [ 1.84970923] [ 0.62673641 0.82538424 0.43146009 0.62625886 0.40008614 0.42444483 0.45347589 0.64700117 0.56995235 0.61972566] [-0.04301833] [ 0.58599033 0.56907558 0.59282875 0.61515947 0.48840879 0.36149858 0.40732928 0.54123635 0.61306793 0.34965496] [-0.41697844] [ 0.42655997 0.66005346 0.38955252 0.59958366 0.360492 0.5745822 0.45500251 0.77292729 0.47625334 0.37331556] [-0.83596274] [ 0.63531614 0.80059217 0.35595615 0.41440861 0.47369822 0.41599697 0.4107713 0.57766068 0.56631888 0.59732852] [ 0.11525947] [ 0.47080356 0.66269384 0.59238544 0.3659701 0.6009865 0.48241197 0.40671849 0.58874696 0.45812658 0.63664337] [ 0.86148291] [ 0.42246986 0.58626666 0.49663641 0.49740347 0.37109392 0.52205976 0.33176507 0.5822742 0.56068292 0.4492328 ] [-0.95818858] [ 0.42971321 0.63967023 0.36016479 0.69064327 0.32538162 0.26271869 0.39731127 0.48979938 0.46339195 0.35825489] [ 0.48624667] [ 0.51117391 0.6649936 0.37723291 0.40734698 0.52407162 0.32020751 0.39980165 0.46628201 0.58881986 0.38260447] [-0.82582166] [ 0.53616821 0.68317455 0.58488501 0.62441713 0.4200051 0.58220274 0.49469428 0.58188956 0.58524618 0.52563362] [-0.87292961] [ 0.47051554 0.56557171 0.51377714 0.47430288 0.39353467 0.50591642 0.42319733 0.54670489 0.565862 0.42650457] [ 0.81513882] [ 0.62187884 0.66525775 0.38005018 0.48558683 0.50422117 0.35937899 0.35171236 0.44714824 0.53189015 0.42416688] [ 0.97157848] [ 0.40777552 0.62640328 0.43177161 0.56048417 0.33389549 0.4365141 0.45922539 0.64459286 0.51605298 0.37577294] [-0.64533517] [ 0.66599969 0.52239386 0.52612531 0.5173672 0.55506316 0.53203576 0.40935545 0.71563121 0.4953699 0.38847656] [-0.80179418] [ 0.43373933 0.38668084 0.60621789 0.34927689 0.41136228 0.5367891 0.4660499 0.41918713 0.42959668 0.40048757] [-0.08795983] [ 0.77504776 0.77052573 0.46109744 0.39338656 0.532566 0.38907689 0.5446108 0.6047629 0.51385803 0.68923558] [ 0.12885833] [ 0.44707398 0.60080236 0.44678358 0.35487719 0.41161071 0.48373292 0.39447235 0.47777473 0.49512434 0.50498121] [ 0.89166933] [ 0.48535796 0.65108168 0.44541368 0.371219 0.45236909 0.43977718 0.52454239 0.38525449 0.60001684 0.47688084] [-0.43364633] [ 0.41889083 0.39626619 0.69748514 0.38528922 0.4511907 0.48732401 0.41407976 0.51203559 0.35861821 0.48374576] [ 0.92677711] [ 0.50908244 0.73146833 0.49213312 0.4592892 0.43915843 0.47339256 0.51301949 0.57750339 0.60433174 0.50850485] [ 2.12692036] [ 0.53774658 0.59312641 0.43688458 0.45417888 0.42493018 0.34854654 0.38110931 0.49397816 0.31282152 0.42667269] [ 0.52846923] [ 0.65411408 0.6294664 0.4522655 0.56550827 0.43254233 0.319921 0.36867136 0.64468139 0.49669878 0.60091917] [-0.82332481] [ 0.5752699 0.67038604 0.43598565 0.45876049 0.52295684 0.48716962 0.45034863 0.64014389 0.37995486 0.62213806] [ 0.667093] [ 0.38113668 0.73812408 0.41867466 0.65118747 0.28395642 0.47029055 0.35313409 0.66294594 0.55891823 0.56183908] [ 1.98436228] [ 0.67161047 0.67109808 0.40242009 0.46471801 0.45819876 0.46327713 0.48575545 0.62108737 0.43210376 0.6355962 ] [-0.41501619] [ 0.62909313 0.70503845 0.53771319 0.5287419 0.44392627 0.4934338 0.41734436 0.51588594 0.47244486 0.4986972 ] [ 0.06270527] [ 0.43745863 0.70886427 0.36158719 0.63517775 0.28892071 0.35962646 0.37641743 0.65010499 0.54422477 0.45277308] [-0.6080045] [ 0.36468043 0.30149981 0.72215978 0.36253693 0.5574162 0.50091431 0.44493691 0.3899034 0.44874201 0.41249594] [-0.69665703] [ 0.34183166 0.59401242 0.44566302 0.63833564 0.29108614 0.49433126 0.31618225 0.628456 0.53263862 0.41298225] [ 1.2454228] [ 0.58855666 0.4948572 0.51337694 0.25464549 0.61664143 0.44405797 0.41601052 0.4896908 0.37219315 0.51711972] [-0.88580262] [ 0.46342387 0.50166818 0.47973649 0.40819986 0.4697451 0.52447866 0.34656308 0.6149132 0.35504732 0.46634163] [ 1.59368652] [ 0.51002416 0.66447796 0.31343861 0.4546511 0.43711934 0.29071656 0.43013375 0.40684887 0.51603475 0.36375738] [ 3.59711305] [ 0.76529694 0.74496579 0.44160428 0.43106913 0.5590127 0.38642325 0.45638508 0.6029191 0.56890873 0.44461169] [ 0.21445763] [ 0.52656542 0.56548617 0.54679899 0.4735676 0.4243055 0.45885378 0.46614775 0.5064151 0.51375012 0.43004992] [-0.58027845] [ 0.39495878 0.64756821 0.57265419 0.45316582 0.40174804 0.55076246 0.39689134 0.63554604 0.54657518 0.60470195] [-0.35811187] [ 0.42370455 0.36355775 0.52654352 0.55184187 0.48273728 0.6105659 0.47987904 0.64835876 0.47139334 0.31087411] [-0.80159652] [ 0.5959693 0.73409095 0.44296437 0.53193432 0.496184 0.51896686 0.49918448 0.51823662 0.59517216 0.53946481] [ 0.05296626] [ 0.43702819 0.51844487 0.46494684 0.39727923 0.42972224 0.64186507 0.46865722 0.72204695 0.52496384 0.4353722 ] [-0.89879886] [ 0.43501683 0.45009557 0.49290256 0.48562417 0.43805168 0.65795897 0.41645255 0.79337816 0.45419304 0.40178263] [-0.49426193] [ 0.61784038 0.80143981 0.4962961 0.61181628 0.35697824 0.53902378 0.47348682 0.63915297 0.62016756 0.56855846] [-0.74970284] [ 0.48205803 0.35194973 0.66449243 0.50060584 0.38509736 0.59321235 0.47230927 0.64341595 0.36507726 0.31023098] [-0.87062905] [ 0.37984078 0.54840357 0.51467382 0.55888524 0.44096126 0.50440463 0.37016261 0.61353954 0.57216446 0.53704133] [-0.64571688] [ 0.50252877 0.645819 0.46049793 0.50571144 0.30652852 0.43564036 0.43923776 0.62053958 0.48443993 0.48629779] [ 0.99649057] [ 0.51861937 0.60710723 0.4158446 0.47480187 0.4976603 0.30034285 0.41731547 0.5132345 0.44321521 0.52260752] [-0.78531359] [ 0.56381441 0.59308882 0.5186894 0.66632043 0.39390929 0.66840762 0.46960466 0.69141742 0.50346747 0.53510222] [-0.37583273] [ 0.64548089 0.70541418 0.40690976 0.40961456 0.55591416 0.29443968 0.37129021 0.5000143 0.48622701 0.58686645] [-0.72590215] [ 0.37913918 0.7113297 0.40388548 0.51153172 0.33801124 0.55770167 0.45851256 0.59612025 0.53591208 0.49958867] [ 0.24946802] [ 0.48411976 0.67786369 0.46192345 0.60172522 0.40829359 0.51509486 0.4330005 0.67840387 0.6188741 0.6331098 ] [-0.49339023] [ 0.4670742 0.52883884 0.49272184 0.46188338 0.4143774 0.46445444 0.43969187 0.49058636 0.4271986 0.50449952] [-0.16212249] [ 0.52610235 0.39715224 0.51371796 0.2779955 0.47909813 0.61795191 0.3842092 0.53117269 0.26369865 0.41139762] [-0.77827033] [ 0.56192436 0.79272508 0.32816787 0.52541761 0.34298787 0.37061349 0.45964492 0.6689433 0.62706839 0.52555141] [-0.45761353] [ 0.43540865 0.69368603 0.36462559 0.48211968 0.34930676 0.4872774 0.36360388 0.60362704 0.51314012 0.55437341] [ 0.36367876] [ 0.50725755 0.57499118 0.44659002 0.59091654 0.40653145 0.66699727 0.50124368 0.73450249 0.4135035 0.48755521] [-0.70882303] [ 0.29359558 0.43400389 0.53519613 0.48360094 0.42771884 0.6054736 0.49373391 0.62240694 0.38187631 0.39748577] [-0.45906596] [ 0.42958605 0.43324275 0.56550363 0.53034653 0.43654244 0.56226512 0.44036551 0.63307815 0.44582571 0.43994132] [-0.4601523] [ 0.47651746 0.61414208 0.51721664 0.49509384 0.5022697 0.48320116 0.29821434 0.55827624 0.47794027 0.58563185] [-0.80386751] [ 0.34673443 0.64371502 0.48666718 0.49418091 0.38823413 0.49476571 0.39090828 0.55416507 0.5778181 0.58096166] [-0.79543066] [ 0.36363093 0.39192947 0.6556555 0.39021509 0.55103651 0.54089996 0.5355262 0.40887027 0.45114865 0.46714171] [-0.52550749] [ 0.53861581 0.36756938 0.68298599 0.37788522 0.59965111 0.46194669 0.42956548 0.5074754 0.40758664 0.50993172] [ 0.08215477] [ 0.57599992 0.50103637 0.53361566 0.40327559 0.527585 0.63896461 0.48862705 0.56844549 0.37091354 0.56064044] [-0.8757534] [ 0.50700708 0.55907748 0.45875507 0.69950217 0.46854481 0.50023892 0.52010085 0.56981501 0.39115378 0.4354453 ] [-0.08257141] [ 0.40386858 0.28025385 0.66742031 0.41287441 0.50660978 0.5054481 0.45583061 0.53071407 0.25989474 0.4215076 ] [ 0.62907252] [ 0.67309142 0.62041853 0.40880486 0.48620685 0.48644088 0.25195334 0.37443798 0.51638677 0.4435976 0.41440147] [-0.6440958] [ 0.4312117 0.58051083 0.30619126 0.72011269 0.31892989 0.22038273 0.41192798 0.60889426 0.49083356 0.52753424] [ 0.37147921] [ 0.6596219 0.58256329 0.47801254 0.56808014 0.36971853 0.45483 0.34661737 0.71893379 0.5228093 0.50047315] [-0.72926415] [ 0.4628713 0.46771876 0.57417998 0.58963634 0.39703701 0.3790482 0.3761052 0.5860156 0.43379419 0.50265903] [ 0.57319995] [ 0.69271752 0.71150233 0.33659363 0.4957713 0.41707154 0.26327338 0.45904127 0.41430835 0.59310321 0.39073382] [-0.55044614] [ 0.39823106 0.52161316 0.65210518 0.52025663 0.36333518 0.54302318 0.51103232 0.55764167 0.55518985 0.53532647] [-0.86143904] [ 0.45321772 0.51187174 0.48428617 0.47720837 0.34929248 0.46336377 0.44232098 0.51296588 0.54376684 0.36302222] [-0.84008828] [ 0.32329086 0.58316347 0.51019524 0.53661778 0.36879929 0.49210012 0.37272369 0.56508878 0.54989326 0.55051185] [-0.81155019] [ 0.47969466 0.52945178 0.59894276 0.43701773 0.56197332 0.49068307 0.40481626 0.48143267 0.43219531 0.55918483] [-0.01470597] [ 0.51438169 0.38865078 0.58696186 0.37330161 0.60129146 0.45916382 0.4578569 0.48775596 0.34394303 0.49900119] [ 1.14634639] [ 0.55792915 0.61110639 0.36043719 0.38188992 0.40607718 0.39448753 0.46021434 0.37406718 0.44992739 0.37440059] [-0.87062905] [ 0.37984078 0.54840357 0.51467382 0.55888524 0.44096126 0.50440463 0.37016261 0.61353954 0.57216446 0.53704133] [ 0.02706568] [ 0.6428683 0.68762411 0.5665614 0.59317532 0.4318551 0.47002943 0.4980092 0.61363686 0.5307916 0.4008906 ] [-0.72328299] [ 0.60520969 0.69241879 0.53807949 0.64090153 0.49341291 0.50721214 0.5073667 0.57520835 0.59366539 0.44233903] [-0.93499609] [ 0.59751999 0.48603941 0.38005163 0.50650491 0.50162467 0.26839567 0.35113942 0.42523098 0.33325452 0.43973699] [-0.06319188] [ 0.55189807 0.39211742 0.55544581 0.40235491 0.48909977 0.42077427 0.42942891 0.50223297 0.40885714 0.40810494] [ 0.47284452] [ 0.56012597 0.66588147 0.47821955 0.45138809 0.42957598 0.56112612 0.53103521 0.60783279 0.52763898 0.46787452] [-0.84483924] [ 0.41263533 0.33386847 0.57350539 0.3838466 0.46607155 0.59968111 0.45511736 0.4992555 0.40255853 0.38978067] [-0.8888336] [ 0.62368673 0.5977205 0.54577229 0.47430932 0.62502786 0.38172814 0.444466 0.52915849 0.37631498 0.47540437] [-0.66427391] [ 0.44532251 0.51363904 0.46628221 0.65994688 0.39806254 0.40568436 0.44047801 0.65733008 0.38366216 0.57376421] [-0.59921193] [ 0.47280092 0.25411929 0.73509803 0.23330465 0.5398563 0.52341437 0.43932901 0.39530151 0.26624807 0.45739926] [ 1.19761025] [ 0.48670808 0.61550031 0.52035194 0.61391546 0.44028387 0.54611681 0.50311079 0.74692111 0.52206786 0.42303132] [-0.65072155] [ 0.63197354 0.6469652 0.54424631 0.49018119 0.50822883 0.46112771 0.43003997 0.64343129 0.51642761 0.46649634] [ 1.78651809] [ 0.52776101 0.59668752 0.45168913 0.47321679 0.38248475 0.43274197 0.44241315 0.5348064 0.42166344 0.46437225] [-0.61650942] [ 0.4367382 0.53803701 0.46282743 0.50647816 0.35756303 0.56119987 0.47755541 0.60430011 0.45878546 0.42885132] [-0.65102972] [ 0.35932934 0.48375924 0.62496145 0.62016276 0.33904556 0.5876683 0.38023842 0.56443784 0.36569455 0.43977961] [-0.70663331] [ 0.49531581 0.69893676 0.42395143 0.53493993 0.40096071 0.34769176 0.32251095 0.49341813 0.44006856 0.46389361] [-0.79558115] [ 0.39461761 0.36863729 0.68647464 0.35834198 0.4803272 0.50238448 0.51984933 0.45330172 0.38163397 0.41439621] [-0.96241948] [ 0.65131604 0.70900126 0.43665206 0.55270921 0.50323546 0.48473687 0.37423428 0.69714566 0.60163766 0.46998911] [ 0.79806187] [ 0.53728422 0.67415314 0.51659094 0.44167951 0.44591595 0.53391425 0.40869136 0.55618248 0.47403105 0.54461223] [ 1.27378722] [ 0.50107123 0.47797115 0.41420529 0.40620594 0.43033323 0.47805688 0.510217 0.54045758 0.35069106 0.2955911 ] [ 1.92166997] [ 0.59569565 0.50406023 0.46224132 0.31153618 0.50825899 0.39004671 0.53545012 0.434689 0.49498864 0.38301726] [-0.70066216] [ 0.44362738 0.5934441 0.56473787 0.48859294 0.57065509 0.57062293 0.37357297 0.5946744 0.43195887 0.57114676] [-0.42644677] [ 0.6487746 0.83172777 0.47539439 0.53238181 0.35750915 0.54114283 0.4904761 0.62771663 0.66858491 0.58466242] [ 2.97165375] [ 0.71002065 0.70964884 0.46710528 0.41863043 0.56231515 0.44986424 0.43300757 0.54077709 0.44385667 0.49242683] Progress: 0.6% ... Training loss: 0.934 ... Validation loss: 1.402[ 0.10471934] [ 0.57603921 0.59397829 0.47195783 0.64521391 0.36022125 0.58566121 0.50946839 0.71533291 0.46293629 0.52652637] [ 0.79795194] [ 0.61118998 0.5637548 0.56950795 0.62392185 0.52894318 0.30013146 0.42272543 0.58262158 0.58149143 0.43509644] [ 0.61900027] [ 0.70906242 0.72920424 0.42077161 0.41456873 0.53752001 0.46295921 0.42647915 0.52255143 0.63840751 0.51873655] [-0.50830743] [ 0.46876912 0.48586542 0.49144039 0.64605095 0.50366197 0.53619525 0.38635773 0.52769442 0.39633323 0.39433169] [-0.83419958] [ 0.37717245 0.68124776 0.52246109 0.59973967 0.39735404 0.43235042 0.39351137 0.49380961 0.6186085 0.62408285] [ 0.47324606] [ 0.42670666 0.65546114 0.38016349 0.45265171 0.36977603 0.30737409 0.45040534 0.58527665 0.50212345 0.39045628] [-0.49873562] [ 0.6191392 0.74707844 0.49664393 0.58491453 0.45610392 0.45531782 0.45800542 0.61645599 0.63933744 0.47992306] [-0.97606348] [ 0.64758855 0.67947764 0.42532812 0.54933437 0.43388298 0.30297354 0.44292657 0.40729336 0.44912675 0.45421916] [ 0.57854167] [ 0.45985813 0.6631635 0.37292878 0.52113595 0.4019615 0.36103945 0.33325476 0.41417989 0.61856956 0.40016291] [-0.04304832] [ 0.62513213 0.56232313 0.44570261 0.38817392 0.46576139 0.40368771 0.3852577 0.52146093 0.4408525 0.46458964] [ 3.60024891] [ 0.55750276 0.66524151 0.3951157 0.53186947 0.32953826 0.33798587 0.4033945 0.64016422 0.39935168 0.41945167] [-0.88228914] [ 0.58732641 0.81059633 0.39993034 0.53203367 0.36352225 0.45859448 0.4509823 0.59354659 0.62436881 0.60778256] [-0.13084807] [ 0.61116962 0.53370812 0.61681389 0.36943392 0.66072162 0.52482898 0.32265971 0.55390019 0.41747195 0.52150004] [ 0.18973617] [ 0.46197752 0.5972812 0.48118888 0.47374157 0.41114176 0.48354793 0.36115759 0.44182692 0.44864007 0.47829436] [-0.35518902] [ 0.59733583 0.55257737 0.65422801 0.34526461 0.59712633 0.56317037 0.39828073 0.59028363 0.36532622 0.52036853] [ 0.6807339] [ 0.43217842 0.67393864 0.44486332 0.63369284 0.32065138 0.47423946 0.39929137 0.64389494 0.61897979 0.45845676] [-0.7945431] [ 0.48019052 0.68992725 0.43903132 0.59874163 0.28835372 0.39138807 0.37090815 0.58500235 0.47815643 0.45224637] [-0.28669224] [ 0.60617037 0.64569214 0.50817546 0.526677 0.45910861 0.39783355 0.42325855 0.51920759 0.60614335 0.45031194] [-0.10398557] [ 0.58542402 0.57874189 0.5793953 0.64091691 0.41527253 0.52412084 0.45519782 0.73462563 0.51771076 0.48402483] [-0.94056258] [ 0.53266939 0.76524435 0.28238103 0.58970958 0.45513507 0.30094281 0.35022956 0.63761806 0.50868795 0.54030675] [ 0.64754898] [ 0.62810067 0.72551782 0.38235144 0.37933891 0.33860141 0.39322375 0.46706906 0.55097094 0.57238224 0.49034449] [-0.66254574] [ 0.51657246 0.27276168 0.64331348 0.26547181 0.6855799 0.44230646 0.51848174 0.35915784 0.24109769 0.41192641] [-0.56635066] [ 0.39995784 0.43096512 0.55526186 0.57225588 0.44540715 0.4680937 0.46388274 0.5232543 0.51512088 0.46878148] [-0.6389641] [ 0.50128287 0.13561346 0.71094079 0.34065528 0.60313079 0.53129056 0.42432341 0.40177879 0.19129296 0.36078579] [-0.92529801] [ 0.52657478 0.52399322 0.56481677 0.50598636 0.48427585 0.41796824 0.35765998 0.55931178 0.39659408 0.58162839] [-0.38372104] [ 0.49236695 0.42130694 0.65726722 0.40206378 0.36593828 0.65358723 0.41796441 0.55986641 0.38791731 0.4973382 ] [ 1.03523586] [ 0.58583338 0.42972448 0.5550728 0.36663254 0.54816538 0.51883167 0.42586947 0.62841158 0.40426025 0.49866923] [ 0.76667371] [ 0.71068167 0.6911755 0.40746747 0.27658099 0.43185202 0.3535374 0.4498868 0.42100458 0.46187636 0.49077972] [-0.57732356] [ 0.6209667 0.68644463 0.51844552 0.44643435 0.46095412 0.50210083 0.50157154 0.62400502 0.52867437 0.48735 ] [-0.26144389] [ 0.56098245 0.57772908 0.43018588 0.46355299 0.60168238 0.47381846 0.52074085 0.57666577 0.35869008 0.43029038] [-0.63346306] [ 0.34696847 0.50508555 0.54488826 0.63395126 0.33133578 0.44910138 0.36931098 0.46245425 0.54466834 0.37708858] [ 0.26751038] [ 0.43377723 0.32461952 0.61849264 0.39574689 0.46057955 0.46441307 0.49443321 0.44067241 0.41199698 0.32934832] [-0.08177943] [ 0.59175573 0.66636529 0.43459919 0.63494617 0.41837069 0.43369112 0.54253222 0.64921475 0.45480334 0.62703771] [ 0.47106067] [ 0.38102859 0.61942421 0.44282594 0.49149489 0.41307328 0.47319493 0.39561637 0.54337774 0.49980925 0.54542828] [-0.69627492] [ 0.41481831 0.65504645 0.51418494 0.63753568 0.43530544 0.45931859 0.3768369 0.58167499 0.54816306 0.45640503] [-0.03242134] [ 0.48544006 0.53219758 0.49526453 0.43051202 0.50922538 0.54245254 0.53114877 0.42656953 0.45473207 0.48703433] [-0.84017978] [ 0.45692777 0.59576147 0.52812519 0.48723553 0.46672157 0.56329466 0.37536956 0.66446829 0.51879009 0.61647657] [-0.19233768] [ 0.54107318 0.56863676 0.48532035 0.55857646 0.51240232 0.52186656 0.49902497 0.61502253 0.4945779 0.64169775] [-0.97244941] [ 0.42969136 0.60089227 0.50811008 0.60970717 0.28736588 0.49880322 0.49444372 0.62436622 0.52255344 0.33103463] [-0.13304407] [ 0.41291505 0.65985064 0.35908436 0.59206792 0.30386795 0.42046275 0.43755855 0.59106859 0.52913414 0.40994987] [ 0.49314835] [ 0.67392832 0.71656407 0.40267448 0.53436329 0.58749797 0.38961119 0.48146646 0.5617447 0.59630999 0.35216665] [-0.78754835] [ 0.26093687 0.49175545 0.60971692 0.56630197 0.33680494 0.59261582 0.47916503 0.67232688 0.52731291 0.45610302] [-0.72018578] [ 0.48811379 0.63642667 0.48147886 0.56858855 0.3690487 0.53679091 0.4474029 0.63568827 0.43621793 0.40738929] [ 0.55321835] [ 0.62854411 0.73475943 0.37260281 0.38663392 0.41012137 0.36294192 0.4340579 0.43261544 0.55517697 0.50262472] [ 0.56935133] [ 0.41885393 0.49736813 0.41230315 0.5567808 0.41857325 0.28980954 0.37077285 0.54021598 0.41612839 0.30594722] [-0.81476651] [ 0.45638973 0.63152726 0.42841141 0.55441343 0.3153135 0.33307497 0.43325473 0.55431177 0.51263479 0.51893222] [ 0.57320179] [ 0.59791021 0.7052157 0.4969569 0.38693798 0.52240305 0.44226231 0.50597374 0.64589895 0.48848524 0.50470098] [-0.997279] [ 0.65020882 0.64872708 0.4678758 0.56103693 0.5279745 0.40150325 0.43221537 0.59020627 0.50468987 0.41068432] [-0.56335953] [ 0.42353012 0.54617841 0.49667528 0.64279354 0.40010406 0.58856263 0.49715865 0.6863486 0.55011252 0.36156012] [ 0.86764732] [ 0.63659667 0.83320581 0.33787437 0.56234551 0.29561496 0.36046919 0.4034572 0.55758662 0.58227134 0.49867339] [-0.65558502] [ 0.55162755 0.60972601 0.47317592 0.21330153 0.65932539 0.54521262 0.55227479 0.55360861 0.44317999 0.60531794] [-0.27069562] [ 0.59668925 0.73113622 0.44010953 0.43507187 0.46328577 0.51625254 0.50059468 0.66740186 0.46787401 0.61772791] [-0.90641242] [ 0.36887411 0.61007702 0.52489446 0.59084538 0.32373276 0.61455428 0.50665773 0.66842697 0.57561308 0.45540496] [ 0.37242951] [ 0.32509462 0.43295023 0.56943671 0.59759678 0.42393834 0.44013441 0.36933835 0.48596954 0.57164556 0.39800868] [-0.97303126] [ 0.56260705 0.54987468 0.50225896 0.50007106 0.37896957 0.37998881 0.35894252 0.56853384 0.37298116 0.44192725] [ 0.22469817] [ 0.71647541 0.444125 0.51637388 0.43242293 0.60000888 0.52227698 0.39601816 0.57688151 0.31117604 0.43215913] [-0.11316549] [ 0.45798022 0.70496053 0.52735486 0.54343719 0.35985113 0.56527526 0.40629931 0.65957109 0.57009883 0.62268153] [ 0.33198262] [ 0.48317252 0.51596512 0.62727991 0.48538976 0.48375045 0.42460522 0.41359642 0.48691254 0.49923568 0.47583487] [-0.77909598] [ 0.35661937 0.46702873 0.58366672 0.58180033 0.45578226 0.51835392 0.41829249 0.47792768 0.28996177 0.46184182] [ 1.32498469] [ 0.62743215 0.6669567 0.40149658 0.47747624 0.37374027 0.44534585 0.44460737 0.54721796 0.54472804 0.44596048] [ 0.91598168] [ 0.53690733 0.37721247 0.63879807 0.38658965 0.43174587 0.4937942 0.39782503 0.41456887 0.29566314 0.39074183] [-0.66223033] [ 0.4195517 0.53140332 0.58512462 0.67090957 0.50156863 0.53643439 0.46685628 0.58449458 0.50273607 0.472616 ] [ 1.13479225] [ 0.74643998 0.63815179 0.41983897 0.51802546 0.53146051 0.27488531 0.45641219 0.67642515 0.46728915 0.60320916] [ 2.01942767] [ 0.53043483 0.60980666 0.44642085 0.45451906 0.4690794 0.30215863 0.38923511 0.57969079 0.37440311 0.55808966] [-0.55978702] [ 0.45131892 0.53287361 0.57611224 0.42748062 0.54814175 0.43714272 0.48342818 0.54525745 0.43096431 0.68042917] [ 0.02833148] [ 0.31040675 0.4845276 0.5294883 0.58062137 0.36621819 0.55815828 0.46673143 0.57952212 0.42110486 0.36802816] [-0.44633066] [ 0.58433428 0.74415053 0.35734687 0.62775365 0.2621032 0.37217801 0.39583879 0.62558074 0.59876866 0.48370076] [-0.0909811] [ 0.65917789 0.73240865 0.46597997 0.31721855 0.46438124 0.43854981 0.49168823 0.58142758 0.63092259 0.59079883] [-0.87811315] [ 0.52747852 0.75526669 0.4057512 0.62883247 0.25755251 0.37876602 0.35402239 0.6051927 0.51027733 0.47875983] [ 1.44922562] [ 0.52851701 0.55310438 0.35085093 0.43429429 0.49645764 0.38396792 0.37220718 0.53894012 0.42863691 0.33589545] [-0.785499] [ 0.34831296 0.49516382 0.54588583 0.47976761 0.4981483 0.58087685 0.41917292 0.50497527 0.43846645 0.45063967] [-0.62447399] [ 0.48091405 0.41913477 0.54332532 0.4739004 0.47309428 0.51186051 0.4454819 0.57373762 0.29364962 0.39998937] [ 0.09583468] [ 0.63020862 0.47406748 0.53064395 0.52973496 0.52387422 0.4214072 0.4965473 0.64206318 0.4534958 0.33967427] [-0.14214496] [ 0.42912552 0.47405276 0.57497965 0.47973312 0.49458823 0.62041833 0.37340182 0.66217083 0.55111025 0.4587198 ] [ 0.50175021] [ 0.57085078 0.70807722 0.42828282 0.52876193 0.37114546 0.47804234 0.53871523 0.65658218 0.51431689 0.50252145] [ 0.12103848] [ 0.49530451 0.5423019 0.49916341 0.38330516 0.38292776 0.47245132 0.4260655 0.57192776 0.45659289 0.53106894] [-0.63633811] [ 0.57665367 0.6472186 0.38561472 0.54482536 0.49503775 0.47505797 0.41458832 0.53280164 0.45981296 0.48505483] [-0.4444077] [ 0.53236844 0.62968446 0.38015749 0.50191189 0.37751124 0.58114733 0.50618785 0.59476702 0.50240909 0.49342055] [-0.56771659] [ 0.54919223 0.55421356 0.56280331 0.50765741 0.52040064 0.42317818 0.43903366 0.48504623 0.56465952 0.37716929] [-0.14392089] [ 0.46504311 0.54720319 0.55922547 0.4204424 0.51817598 0.56963467 0.47622515 0.58711933 0.44621104 0.4560601 ] [-0.95931698] [ 0.56445478 0.66726714 0.59339267 0.70062128 0.42649492 0.52699313 0.42170068 0.63534577 0.6026129 0.48744543] [-0.25848182] [ 0.48329674 0.59467587 0.50181742 0.53968328 0.39125184 0.51444532 0.41072626 0.57620772 0.41401459 0.40537936] [ 1.57345752] [ 0.53760414 0.83054435 0.3416453 0.59646564 0.30648999 0.34575844 0.35884038 0.64112551 0.59821112 0.49929309] [ 2.5268706] [ 0.60220214 0.58865221 0.4723237 0.40193735 0.44790007 0.32805968 0.36404039 0.49198969 0.422376 0.44540245] [ 2.47729087] [ 0.50463147 0.65767872 0.37361071 0.54372009 0.29498277 0.36519763 0.37176454 0.37277015 0.51940485 0.36445505] [-0.02601539] [ 0.60501338 0.58513576 0.51749489 0.6182706 0.55567541 0.31981493 0.36948586 0.57079547 0.55708116 0.43317836] [-0.68273503] [ 0.40867649 0.296258 0.7226639 0.50664771 0.46786352 0.49515718 0.5163597 0.48518859 0.36587748 0.41474132] [ 0.44970304] [ 0.77530724 0.52867642 0.47154427 0.35001809 0.57692379 0.48047537 0.46739354 0.59897352 0.30766173 0.52987886] [ 0.91006232] [ 0.68873932 0.69583058 0.491509 0.32563952 0.54477962 0.55440957 0.50317832 0.56774875 0.53468179 0.54558088] [-0.89881667] [ 0.51645162 0.62793619 0.43991556 0.46475302 0.37572278 0.36981876 0.41662 0.52409692 0.50164124 0.42378222] [-0.45871171] [ 0.45192041 0.62934909 0.58764506 0.5481838 0.36425013 0.56416006 0.39395754 0.59820262 0.52413592 0.49286728] [-0.87548741] [ 0.44666684 0.47461424 0.53598977 0.4513369 0.39644771 0.54649215 0.36316401 0.55577514 0.34495181 0.41952289] [ 0.9277832] [ 0.6909667 0.62735087 0.50561357 0.54812635 0.47831617 0.48033052 0.40664988 0.67914402 0.52063268 0.4199638 ] [ 0.31394692] [ 0.35491398 0.55457863 0.39547386 0.42363142 0.47185824 0.40803511 0.40131717 0.43630523 0.51824491 0.45228474] [-0.59133767] [ 0.36649212 0.48747139 0.64209655 0.58179132 0.34232622 0.54651126 0.42411086 0.608006 0.47360153 0.48334082] [ 0.74872801] [ 0.75776301 0.57177231 0.4056596 0.43852658 0.44590458 0.24194351 0.40882171 0.4737323 0.36973798 0.39758265] [-0.79728381] [ 0.45569884 0.65348474 0.41147845 0.6744162 0.42699337 0.42905963 0.4322959 0.45153172 0.4714099 0.46505048] [ 0.39003283] [ 0.72787469 0.62361231 0.43335481 0.42416843 0.60384079 0.50756976 0.47576429 0.46263786 0.44713491 0.49201569] [ 0.19046381] [ 0.44173862 0.50499955 0.52652047 0.48042777 0.46928865 0.59530688 0.40915014 0.6890726 0.45457484 0.47131685] [ 0.41505393] [ 0.53936893 0.28929528 0.56004881 0.53011056 0.40318838 0.33602323 0.38380024 0.54400164 0.34603683 0.2570168 ] [ 0.97833321] [ 0.57386456 0.72132742 0.4189549 0.51053266 0.45116849 0.5540964 0.54129272 0.61179548 0.54777554 0.56357495] [ 0.63297564] [ 0.32304585 0.62418977 0.45461476 0.68185386 0.28983495 0.45317948 0.4374525 0.62064063 0.62960898 0.37749541] [-0.40126917] [ 0.41405846 0.56805308 0.49301943 0.48703109 0.42985542 0.5635311 0.49809857 0.66262841 0.43957737 0.46939557] [ 1.24193227] [ 0.47934677 0.60591196 0.54840708 0.50415034 0.50392783 0.48898157 0.40963587 0.58963331 0.51141582 0.48886511] [-0.57436344] [ 0.40151175 0.67341081 0.41735701 0.67342723 0.35487466 0.54385311 0.49786042 0.54386921 0.64134629 0.46267752] [-0.44560821] [ 0.48089201 0.61499834 0.48372454 0.64687641 0.34099617 0.54060551 0.55385745 0.70218396 0.49151775 0.31082421] [-0.67800944] [ 0.4120805 0.57422285 0.40100108 0.62248544 0.29972946 0.50566332 0.40660503 0.70361199 0.46188011 0.43101818] [ 1.10795175] [ 0.55478679 0.50153794 0.54073744 0.38063653 0.52950458 0.53549416 0.42334215 0.6318826 0.46455488 0.53772959] [-0.66288138] [ 0.38940882 0.49957617 0.45667645 0.54818822 0.4294514 0.41739098 0.48254353 0.56682116 0.43636785 0.41187193] [-0.10610583] [ 0.7188396 0.76091863 0.42501715 0.40185841 0.40595794 0.61634041 0.49769391 0.68888904 0.5601173 0.55373469] [-0.86911369] [ 0.4665192 0.48392281 0.63579665 0.45599474 0.48775595 0.50641809 0.44276466 0.45939929 0.44918894 0.49710901] [ 0.32768779] [ 0.51341163 0.70971168 0.42730643 0.69707748 0.28575749 0.35910832 0.46692686 0.5410602 0.61873652 0.44939117] [-0.02772465] [ 0.54033044 0.32236337 0.60034907 0.43042971 0.52419709 0.55939833 0.34523285 0.46728946 0.33569897 0.42302801] [ 1.34072759] [ 0.55819449 0.755124 0.47535962 0.52372736 0.40890164 0.44943368 0.34024498 0.61122816 0.59800449 0.52994902] [ 0.8285778] [ 0.51726895 0.59281563 0.42415826 0.3663445 0.48670897 0.3445429 0.41069231 0.49066555 0.47371673 0.43887152] [-0.64911805] [ 0.45484803 0.62855019 0.45650051 0.56937793 0.3628011 0.66857596 0.35783742 0.77874805 0.62981027 0.5303444 ] [-0.70453095] [ 0.40255326 0.41551945 0.60260795 0.51160537 0.40935153 0.45715277 0.42574516 0.61890524 0.38144699 0.44063507] [-0.61131288] [ 0.35418521 0.46695578 0.55053277 0.51015472 0.42962286 0.46001204 0.42912209 0.44378756 0.49555466 0.44386491] [-0.33418879] [ 0.63209814 0.7856128 0.44628938 0.58496052 0.36724397 0.51180831 0.39298686 0.65126103 0.6280245 0.53008027] [-0.22331226] [ 0.3937766 0.63684118 0.50372227 0.61636924 0.44757354 0.5736909 0.4715393 0.66861543 0.57778571 0.47291214] [-0.45234053] [ 0.49398586 0.43530732 0.69438148 0.42623864 0.47924378 0.53585216 0.47645128 0.4764245 0.38242804 0.470973 ] [ 0.87888985] [ 0.51246985 0.72985841 0.49577254 0.45833888 0.43491402 0.46605212 0.51415943 0.58335492 0.60613465 0.50324482] [-0.91284229] [ 0.42904197 0.57578905 0.48255319 0.50207854 0.36529917 0.68224687 0.44697493 0.69920715 0.71132413 0.44528586] [-0.92450246] [ 0.5190601 0.82841282 0.32399929 0.62577971 0.29244972 0.37994461 0.33238067 0.67115022 0.58822548 0.56242668] [-0.38331016] [ 0.44041896 0.26028364 0.73784519 0.3099773 0.48749401 0.57926625 0.4175751 0.36477691 0.23536558 0.45674318] [-0.01264477] [ 0.53351807 0.76074958 0.32997534 0.63256948 0.28808337 0.34463349 0.38024169 0.59695366 0.62521917 0.44593578] [-0.7905837] [ 0.6458108 0.41515516 0.55264283 0.44980306 0.59014669 0.47931214 0.45692916 0.491275 0.28235525 0.42258418] [ 1.28245554] [ 0.70372682 0.79858038 0.46763772 0.51546406 0.40926598 0.444064 0.52149206 0.66414427 0.63435356 0.59819579] Progress: 0.9% ... Training loss: 0.915 ... Validation loss: 1.405[-0.73234715] [ 0.46868825 0.66921758 0.3624007 0.66557881 0.31401048 0.34603876 0.30497075 0.470665 0.56548915 0.40175062] [ 3.64662109] [ 0.76278334 0.49179528 0.55409719 0.26849974 0.63450496 0.38748515 0.52860619 0.51057181 0.34033349 0.37402217] [-0.60754395] [ 0.5102341 0.46214708 0.65190016 0.45858585 0.41555167 0.59716446 0.47655009 0.55768669 0.46191804 0.53809395] [ 0.09041417] [ 0.49056737 0.65196213 0.4303041 0.67753182 0.36857974 0.48689411 0.47958529 0.61070959 0.48691355 0.57777687] [-0.78036694] [ 0.44969776 0.59294874 0.5494194 0.42962631 0.54183238 0.45189971 0.39324602 0.49590236 0.52548992 0.65889946] [-0.77128745] [ 0.38695441 0.44793849 0.52560693 0.56319742 0.46789513 0.62949918 0.48417147 0.58302008 0.4414996 0.34462128] [ 0.59489644] [ 0.41840147 0.56851798 0.53153475 0.44790669 0.46691607 0.47632268 0.46164701 0.47711559 0.5062987 0.47433353] [-0.23113792] [ 0.37267305 0.73956306 0.34685445 0.6615792 0.25821175 0.36549403 0.42342274 0.61476645 0.65982361 0.46275649] [ 0.677912] [ 0.62359763 0.58391915 0.4185986 0.44330487 0.35008782 0.3615635 0.40712792 0.47938736 0.39103053 0.37226975] [-0.29144833] [ 0.54260417 0.53172505 0.39191188 0.39321294 0.37281575 0.52765511 0.3970045 0.61415974 0.37564291 0.37724014] [-0.80998539] [ 0.36885286 0.32474964 0.63593892 0.52634569 0.40007655 0.58359943 0.47263815 0.54699803 0.42564796 0.35829181] [-0.68589592] [ 0.38464618 0.55816608 0.41299031 0.61928179 0.43487863 0.57184742 0.41694236 0.73334908 0.53608937 0.52718301] [-0.83824001] [ 0.46109966 0.64491162 0.47067373 0.45208236 0.39475171 0.60331146 0.51406249 0.60039097 0.62672852 0.51213806] [ 0.16956473] [ 0.59245269 0.74788379 0.44995016 0.50854003 0.50421956 0.44569857 0.51958205 0.57116869 0.59813221 0.46791006] [ 1.81376531] [ 0.42834328 0.24468633 0.57965965 0.31021092 0.65009436 0.44026436 0.49437898 0.43412718 0.33287522 0.32215282] [ 0.90211088] [ 0.69400842 0.69298213 0.49756134 0.32410454 0.53808151 0.54247235 0.50518972 0.57735673 0.53808546 0.5366368 ] [ 0.03566988] [ 0.46909677 0.29727823 0.64783709 0.51729513 0.5087557 0.37846905 0.40325239 0.53748527 0.37920636 0.60757224] [-0.97682694] [ 0.50608209 0.67550998 0.42977296 0.70561187 0.23869933 0.3876072 0.3327773 0.55796273 0.54123589 0.40301595] [ 1.15352969] [ 0.5492744 0.73271037 0.40078188 0.50527741 0.3920543 0.26896687 0.42530206 0.55319087 0.68980598 0.38930073] [ 1.3567039] [ 0.52933831 0.67782131 0.39673309 0.41260168 0.50003048 0.51969938 0.50425999 0.4483516 0.47027809 0.50979047] [ 0.67439816] [ 0.3453223 0.60333092 0.47880303 0.44070065 0.46412978 0.50799645 0.51530129 0.59237148 0.47785104 0.44906471] [-0.99950947] [ 0.53127245 0.74163709 0.34940422 0.644401 0.2812762 0.31756317 0.45069301 0.49009042 0.59777791 0.43446142] [ 0.65452597] [ 0.42845024 0.60017006 0.43937181 0.60321853 0.31600114 0.33504229 0.46278823 0.61212088 0.45210577 0.41144883] [ 0.50020012] [ 0.40454144 0.68849376 0.4552759 0.56923696 0.36744558 0.54427056 0.3895687 0.57508525 0.53414925 0.45495688] [-0.10468234] [ 0.68746023 0.70285251 0.36888771 0.41937684 0.48323513 0.37748627 0.52016337 0.55882304 0.51384408 0.47838583] [-0.18479837] [ 0.48976018 0.61794838 0.39866312 0.63906448 0.35664136 0.32816757 0.37991131 0.47568186 0.52382364 0.36191178] [ 1.91197909] [ 0.69388237 0.70063535 0.4716536 0.55628492 0.44402859 0.41496766 0.40416795 0.62917685 0.49448267 0.42952756] [-0.86679543] [ 0.53623868 0.56133653 0.4895063 0.52267475 0.37641836 0.40297026 0.49672734 0.51784555 0.59518253 0.37296747] [-0.22199699] [ 0.37228363 0.38223148 0.55792802 0.32622518 0.56918425 0.50185904 0.46046182 0.43371306 0.48106597 0.45352679] [-0.37933951] [ 0.35509946 0.41661861 0.65509771 0.47849211 0.41655631 0.5411769 0.44708619 0.50675111 0.59757324 0.4597245 ] [-0.61203376] [ 0.54656955 0.44152692 0.56219554 0.36548478 0.63112249 0.51584437 0.4831219 0.43217158 0.32150129 0.51016119] [ 0.06767986] [ 0.53380761 0.64036981 0.62865301 0.39907725 0.5598756 0.52988097 0.36745784 0.54841608 0.55582836 0.6249855 ] [ 0.3526069] [ 0.39389261 0.57338349 0.51783376 0.4265083 0.45562342 0.59938223 0.4188626 0.72667456 0.53419821 0.51908683] [-0.53143267] [ 0.39622452 0.6761643 0.41221283 0.67474057 0.36020843 0.55432041 0.49610957 0.53549458 0.63859009 0.47048478] [-0.56262729] [ 0.34312532 0.31185483 0.68084442 0.30003008 0.51359378 0.51005372 0.51676623 0.49440801 0.38019042 0.42399776] [ 0.29453579] [ 0.77512457 0.54076599 0.50030888 0.45707688 0.52111213 0.36771813 0.44767202 0.66729809 0.48324291 0.3692857 ] [-0.39199881] [ 0.63231625 0.75857113 0.56956501 0.60532283 0.37365266 0.52659147 0.53812318 0.65991254 0.62437109 0.4754072 ] [ 0.44149714] [ 0.60329681 0.60563292 0.48745382 0.36995424 0.47891106 0.66562558 0.47282732 0.61380601 0.469333 0.50842705] [ 1.87110777] [ 0.60718269 0.53523806 0.35119511 0.58096775 0.3764552 0.17050628 0.46298272 0.57392817 0.41920936 0.53578553] [ 0.48240181] [ 0.5817788 0.57876789 0.47965116 0.47071388 0.39776867 0.37291904 0.49074282 0.47361521 0.46009048 0.47468768] [-0.14275454] [ 0.57249636 0.60491651 0.45408882 0.57300462 0.33334112 0.49874146 0.46831519 0.63337116 0.43388747 0.36883867] [ 1.19286647] [ 0.38734588 0.7112928 0.3598879 0.51786021 0.36725444 0.3695009 0.49111419 0.56321282 0.69502969 0.39935771] [ 1.62444012] [ 0.5911194 0.5218552 0.46715638 0.41119318 0.49557828 0.53091626 0.48059623 0.57831648 0.40291282 0.37187963] [ 0.09367363] [ 0.51938752 0.6707855 0.39251399 0.65062412 0.3861831 0.49850171 0.43654619 0.68164626 0.51794816 0.49897646] [ 1.57165656] [ 0.68936614 0.59373407 0.53002304 0.45328269 0.58784224 0.35175139 0.52129014 0.51681396 0.37864818 0.56474939] [-0.41407241] [ 0.58778151 0.56032783 0.4475475 0.41852081 0.48983134 0.3786365 0.40465424 0.48261652 0.3645495 0.52854515] [-0.7788784] [ 0.34099491 0.61873622 0.4388672 0.63308222 0.40322132 0.42871424 0.34194632 0.52134762 0.41625616 0.56804615] [ 1.53219811] [ 0.47001684 0.64074441 0.35810416 0.64955834 0.33426077 0.25044152 0.54985801 0.51680073 0.5858866 0.60868046] [-0.73064319] [ 0.34547412 0.41256538 0.51345637 0.51455453 0.55070592 0.63149077 0.45477218 0.60497611 0.28014887 0.44271208] [ 0.12048761] [ 0.66415598 0.74409242 0.38309985 0.41371812 0.42489532 0.29115579 0.37579968 0.63095934 0.60267157 0.46234206] [ 1.20898191] [ 0.48244075 0.617964 0.51616466 0.61497367 0.44467687 0.55437928 0.50180401 0.74196514 0.5197757 0.42904246] [ 0.14286122] [ 0.72412386 0.62843485 0.53853901 0.46072571 0.57966245 0.43210569 0.42530261 0.57968292 0.49930746 0.59905865] [ 0.23370947] [ 0.51175229 0.59677042 0.47993744 0.59830445 0.31387226 0.35378934 0.43941472 0.4822721 0.47429049 0.44364786] [-0.64011953] [ 0.38745029 0.39672406 0.6728473 0.45320456 0.50077124 0.45701446 0.45398081 0.36373811 0.50594096 0.43452764] [-0.66733815] [ 0.42296027 0.40646919 0.58499437 0.52602412 0.39494506 0.512446 0.39275642 0.53115073 0.48383818 0.42798949] [ 0.42835598] [ 0.38581115 0.63419142 0.41263653 0.60117869 0.4461586 0.64062734 0.5775659 0.62898535 0.54687848 0.4884436 ] [ 0.51817777] [ 0.62003207 0.787473 0.50411722 0.48348197 0.40188311 0.54679032 0.55382945 0.67515198 0.58552976 0.56436111] [-0.19413911] [ 0.58159428 0.73074362 0.47444911 0.54940899 0.3893957 0.51139957 0.51829701 0.71023778 0.61306633 0.52629503] [-0.56006347] [ 0.56818326 0.75919705 0.52112504 0.71101535 0.40596668 0.44656533 0.50010186 0.68314335 0.6820668 0.5079034 ] [-0.56230029] [ 0.3170591 0.4287743 0.58649528 0.63495766 0.42851668 0.57645538 0.45898653 0.54846599 0.36031181 0.47385021] [-0.3083255] [ 0.4835127 0.60780227 0.40885321 0.57510758 0.40372629 0.2973563 0.34697247 0.50412659 0.48821965 0.34837806] [ 0.81451182] [ 0.49818421 0.63309015 0.35859766 0.61786818 0.39549948 0.45447939 0.44499316 0.54159774 0.56291104 0.40177777] [-0.15713124] [ 0.57756617 0.67346316 0.41679185 0.65573363 0.5270034 0.3803215 0.47643629 0.65360314 0.54725477 0.43554311] [ 0.80145051] [ 0.42640883 0.57011176 0.43022569 0.60495524 0.41869048 0.55478112 0.48893374 0.63537932 0.69745553 0.33071237] [-0.67760866] [ 0.43985584 0.48946411 0.49362663 0.42124319 0.52772754 0.5976817 0.37819226 0.58212936 0.49293636 0.4722055 ] [-0.74231794] [ 0.5029535 0.72516381 0.46092976 0.58655725 0.29246516 0.65712285 0.44683459 0.74366536 0.58137537 0.51097386] [ 0.02493989] [ 0.48057508 0.62298618 0.39669295 0.52469864 0.46277111 0.29592971 0.38208212 0.51613431 0.49428817 0.37738756] [-0.85604493] [ 0.46246377 0.64134691 0.47816803 0.48856702 0.42810906 0.34051372 0.38978836 0.52350146 0.52986369 0.59602019] [-0.67274957] [ 0.51669798 0.79510532 0.41302975 0.59301744 0.2968386 0.41522285 0.40452078 0.52949096 0.59290039 0.55290771] [-0.76511667] [ 0.4822228 0.79880569 0.4264128 0.6108296 0.29274437 0.46940345 0.46871621 0.63005401 0.64253535 0.56353891] [ 0.40521931] [ 0.46933542 0.55064018 0.40196107 0.54539528 0.34757755 0.51469223 0.45172927 0.63594174 0.54544627 0.33136194] [-0.83044976] [ 0.46111065 0.71934511 0.4026431 0.68058763 0.41498245 0.38444559 0.42076518 0.58203779 0.42384361 0.5438797 ] [ 0.52822634] [ 0.69643305 0.54557715 0.42072592 0.49674329 0.37854508 0.42659734 0.3335594 0.51241927 0.45922385 0.38504968] [-0.72856557] [ 0.37357316 0.67208837 0.384088 0.62725081 0.26621915 0.62357015 0.51419551 0.71430626 0.52458346 0.39775087] [-0.72254906] [ 0.50323137 0.7180513 0.53261792 0.62084153 0.43796483 0.56523354 0.51134055 0.63044914 0.62730919 0.5010442 ] [-0.94278543] [ 0.55191505 0.74274315 0.37049318 0.581087 0.4058102 0.30989009 0.3195501 0.64457788 0.51379993 0.62763041] [-0.80956182] [ 0.51161272 0.66341453 0.5274193 0.59819741 0.42270506 0.4822927 0.49601392 0.52884018 0.63036778 0.49083559] [ 0.39128407] [ 0.37439866 0.40727034 0.60582138 0.48010899 0.39948759 0.60761837 0.49440014 0.53427827 0.55363772 0.39648645] [ 1.71075066] [ 0.68674607 0.64024049 0.44572344 0.35917712 0.4893866 0.38523843 0.41632766 0.42426632 0.51423112 0.45516291] [ 0.87402177] [ 0.5685148 0.39725422 0.59488758 0.33819434 0.59471695 0.54055058 0.40536657 0.47773987 0.39556914 0.53402911] [ 1.15444889] [ 0.59677335 0.65912176 0.41368404 0.48975207 0.49318614 0.32934982 0.36953633 0.54852081 0.53777812 0.55536789] [-0.76694398] [ 0.50391229 0.74226081 0.38781084 0.67663452 0.30094819 0.41340639 0.32270797 0.58792769 0.58336718 0.54637305] [-0.75889665] [ 0.53304678 0.78346899 0.54828167 0.51949276 0.50157959 0.5941565 0.55396956 0.57545168 0.65474701 0.62153871] [ 0.3668949] [ 0.44573433 0.44415689 0.43699757 0.64441462 0.37028881 0.38240795 0.45290842 0.49659254 0.39587356 0.32187108] [ 0.8855875] [ 0.67715836 0.57502169 0.47420475 0.45785972 0.61817147 0.31815085 0.46500153 0.46641487 0.54877135 0.30177017] [ 0.16148293] [ 0.58839153 0.53512449 0.43396296 0.44841658 0.50043205 0.25835547 0.396838 0.50235745 0.55678386 0.30429134] [ 0.39189784] [ 0.39209446 0.60678264 0.45038219 0.62152321 0.39837079 0.50739376 0.46545392 0.62534106 0.51635333 0.50097856] [-0.3083255] [ 0.4835127 0.60780227 0.40885321 0.57510758 0.40372629 0.2973563 0.34697247 0.50412659 0.48821965 0.34837806] [-0.55900705] [ 0.42330341 0.59661922 0.52885048 0.50048076 0.44616802 0.42552238 0.4441977 0.50923674 0.63548559 0.59469495] [-0.49271222] [ 0.46093964 0.64564332 0.46372684 0.50597109 0.40120464 0.34538738 0.3413216 0.4692476 0.54054762 0.44238858] [-0.95419422] [ 0.61858541 0.73894269 0.43838913 0.7683717 0.43479678 0.3041111 0.44669266 0.68029962 0.54859053 0.69898734] [-0.50720062] [ 0.35920962 0.50261811 0.45179259 0.52638912 0.44471237 0.36936339 0.39281893 0.61628062 0.38047872 0.39680052] [-0.71781196] [ 0.41277479 0.45785831 0.60096855 0.58099918 0.51791707 0.66121903 0.43297679 0.60633179 0.53687128 0.45176497] [ 1.05024058] [ 0.44887977 0.71229159 0.42644981 0.65534387 0.31252168 0.3384312 0.26864714 0.59473722 0.65162093 0.45691916] [-0.20807932] [ 0.42890643 0.42349475 0.53918505 0.37802603 0.48908688 0.38780092 0.44477842 0.45394112 0.41808487 0.38383414] [-0.66733815] [ 0.42296027 0.40646919 0.58499437 0.52602412 0.39494506 0.512446 0.39275642 0.53115073 0.48383818 0.42798949] [ 2.72101808] [ 0.64021097 0.62507323 0.44691251 0.36607266 0.54872868 0.50935217 0.4761684 0.47854891 0.33317081 0.53308054] [-1.05901699] [ 0.51492913 0.33108219 0.60903075 0.60200959 0.36113235 0.42177544 0.44455304 0.52476463 0.4633436 0.24571359] [-0.49957486] [ 0.68376217 0.69685549 0.45756031 0.61614549 0.43843053 0.45665144 0.36638248 0.74991037 0.56881951 0.45546489] [ 1.3564818] [ 0.53186292 0.70460542 0.38608431 0.43991784 0.39047976 0.39828098 0.57142215 0.54121579 0.67769069 0.42206263] [-0.94777964] [ 0.55851516 0.6610457 0.45430061 0.64864721 0.49721176 0.41801014 0.35496328 0.61972152 0.57961795 0.42358941] [ 0.0828776] [ 0.66769946 0.59712947 0.41748704 0.41260243 0.39652886 0.39290881 0.3920051 0.49523975 0.47781218 0.4218797 ] [ 0.38740766] [ 0.7121932 0.66502501 0.42989195 0.37402735 0.53385536 0.3202866 0.50205581 0.53797844 0.60951905 0.44891926] [-0.58931627] [ 0.40322102 0.43099825 0.63876515 0.31932405 0.55618443 0.48834485 0.43629249 0.49336482 0.31784133 0.55679157] [ 3.15778624] [ 0.69099764 0.61269657 0.43585011 0.54679417 0.50026455 0.43041139 0.48796464 0.6179947 0.38347639 0.41198795] [ 0.87876952] [ 0.63220861 0.5487227 0.4624782 0.43581232 0.37667559 0.35851625 0.46941795 0.57948614 0.38702188 0.38862876] [ 3.41223303] [ 0.56912125 0.75548127 0.38830037 0.62978443 0.36443246 0.45403584 0.48462873 0.69758927 0.54255585 0.37046273] [-0.13005305] [ 0.66544236 0.6797129 0.46651357 0.54566732 0.43543898 0.48029356 0.42163554 0.66794544 0.52360721 0.47539934] [ 0.45658344] [ 0.63896391 0.67965101 0.3426717 0.47363313 0.43535466 0.18109723 0.40711099 0.54365442 0.52811891 0.47511966] [-0.73155297] [ 0.53633009 0.71943607 0.42485705 0.63913852 0.33296029 0.40766915 0.40582138 0.52408454 0.59014996 0.45533296] [ 0.52556728] [ 0.36258435 0.51014037 0.52357455 0.60616551 0.30510352 0.41781855 0.39621467 0.55270111 0.57947013 0.45750866] [-0.0525266] [ 0.45830813 0.44529738 0.50666261 0.51909016 0.48083181 0.55006053 0.40374895 0.5859356 0.44222341 0.31322095] [ 1.92245672] [ 0.73739113 0.56412384 0.53625275 0.37510622 0.55417317 0.36334777 0.40701203 0.57275419 0.4022364 0.39532714] [-0.89372029] [ 0.50641039 0.7229687 0.43530696 0.52292181 0.37787509 0.47975329 0.41934372 0.64690986 0.60073055 0.58162538] [-0.49957486] [ 0.68376217 0.69685549 0.45756031 0.61614549 0.43843053 0.45665144 0.36638248 0.74991037 0.56881951 0.45546489] [-0.26297013] [ 0.57027584 0.52736663 0.55560935 0.55660341 0.48997178 0.43893968 0.54141719 0.6021572 0.5441243 0.41027793] [-0.92799348] [ 0.39331326 0.6116202 0.4912683 0.63431924 0.29842985 0.50751396 0.50952774 0.65736244 0.54622626 0.34864739] [-0.4210131] [ 0.37977848 0.69572266 0.54265621 0.58200365 0.31449828 0.63221176 0.51951756 0.69532974 0.5470757 0.47793759] [ 0.07821227] [ 0.57671168 0.40917989 0.61714359 0.39905744 0.67740344 0.33814367 0.44873535 0.5096308 0.25434722 0.54931379] [ 0.15483643] [ 0.48986324 0.23966483 0.63235316 0.51812699 0.52539304 0.41775097 0.39810218 0.45195536 0.30282901 0.57104485] [ 0.46598316] [ 0.71081177 0.70101898 0.3561532 0.48985958 0.39323205 0.23085924 0.4659282 0.44921126 0.60416282 0.36077335] [-0.64048997] [ 0.38456095 0.52006479 0.51783901 0.55908661 0.40667001 0.44056406 0.41825723 0.46795577 0.53018498 0.39947624] [-0.83597363] [ 0.3974938 0.61909261 0.60440882 0.63119756 0.27636807 0.57310433 0.41262879 0.6143654 0.62084515 0.52874652] [-0.22490466] [ 0.70874464 0.64056134 0.57941133 0.36527616 0.56350866 0.56703428 0.46730318 0.61798648 0.51538508 0.53143583] [-0.31126922] [ 0.59549388 0.74161254 0.49902506 0.59441015 0.44803526 0.45843761 0.43531123 0.64919528 0.72224667 0.4637193 ] [ 0.01659668] [ 0.53875462 0.5901104 0.55313347 0.30760736 0.53305251 0.60804009 0.45169231 0.57267943 0.52028315 0.6157175 ] [-0.30238879] [ 0.40062685 0.66578767 0.54061461 0.60128867 0.43440314 0.61987226 0.43255918 0.6676817 0.49003759 0.55575841] [ 3.3386992] [ 0.68574424 0.5668598 0.47735805 0.36559551 0.5403172 0.31585586 0.48959669 0.51674189 0.39332505 0.3740179 ] Progress: 1.1% ... Training loss: 0.888 ... Validation loss: 1.292[-0.41572981] [ 0.60112385 0.6582849 0.49692748 0.48834471 0.47525846 0.43144459 0.35776001 0.61903611 0.58542197 0.49801478] [-0.8509764] [ 0.48317767 0.5083462 0.50475154 0.5986942 0.37916806 0.55382718 0.45716101 0.5364613 0.45958304 0.4479211 ] [-0.73152368] [ 0.50627043 0.61067439 0.54225231 0.52876132 0.45283761 0.58673741 0.44088096 0.52370213 0.37049021 0.5897681 ] [-0.77281195] [ 0.37213119 0.53625021 0.59127404 0.55604103 0.5529878 0.47626574 0.41226326 0.41791425 0.44119404 0.61362111] [-0.97164579] [ 0.52093575 0.56456684 0.51387287 0.50052351 0.47674402 0.54739111 0.46134441 0.54612506 0.44309944 0.52679554] [-0.74442613] [ 0.49499034 0.22269336 0.71963535 0.36153203 0.61072745 0.55305978 0.35868238 0.45709065 0.25908585 0.43358419] [-0.28691666] [ 0.67454053 0.39914631 0.60486381 0.49717887 0.55679897 0.33187456 0.44356218 0.63693538 0.46307595 0.42466384] [-0.22172778] [ 0.44180499 0.59516562 0.4757366 0.49849234 0.39031364 0.34920459 0.48053149 0.6098083 0.49281587 0.460575 ] [-0.98699686] [ 0.48377574 0.55700713 0.57057906 0.46538097 0.45815383 0.52874398 0.3710202 0.56370269 0.44156212 0.54183155] [ 2.18215427] [ 0.67669424 0.60616449 0.47613825 0.2874992 0.49950244 0.3983457 0.4830483 0.54214684 0.48440456 0.44510492] [-0.43269588] [ 0.58559427 0.18874031 0.71539347 0.39203395 0.57388044 0.46411692 0.40417122 0.39482736 0.2721728 0.30060988] [-0.42673868] [ 0.83380021 0.49512212 0.59741748 0.3855605 0.53622924 0.39755735 0.45881994 0.72301405 0.3869902 0.44563283] [-0.99906537] [ 0.579326 0.69305588 0.48522415 0.56196658 0.34216613 0.42846114 0.45578474 0.58630609 0.62680112 0.47607656] [-0.04975559] [ 0.71494578 0.78862812 0.57706821 0.43805619 0.52272759 0.44783794 0.57397638 0.58118256 0.70353201 0.54497897] [-0.59338955] [ 0.52491065 0.74982844 0.48277237 0.55983182 0.35806177 0.38466316 0.42418563 0.58780411 0.6002059 0.46045191] [-0.76347457] [ 0.45425512 0.40366149 0.67337723 0.48877876 0.44668433 0.50343316 0.38060063 0.45349077 0.3512894 0.44078468] [-0.54631718] [ 0.41703101 0.73199508 0.50815076 0.59812614 0.43453338 0.62724001 0.41036672 0.70060605 0.68160869 0.60405204] [-0.78493665] [ 0.56628086 0.71373276 0.56457955 0.62650671 0.39414549 0.51050243 0.41600322 0.61788005 0.65976409 0.52017164] [ 0.28962343] [ 0.60066064 0.71525279 0.49025068 0.58582724 0.43654926 0.38043122 0.40910071 0.7462838 0.56823894 0.44206003] [ 0.1484984] [ 0.55167052 0.67680667 0.43145938 0.62506177 0.26583617 0.43203231 0.44270628 0.62962437 0.57082314 0.47917464] [-0.35146767] [ 0.7291337 0.71932011 0.44363633 0.44548825 0.43128231 0.46255173 0.52570496 0.66333094 0.49696721 0.61277971] [ 1.51934821] [ 0.39717255 0.52987185 0.47455717 0.41827741 0.37795947 0.39564862 0.50054138 0.5647264 0.42972028 0.4056883 ] [-0.4136202] [ 0.41405182 0.67512864 0.51230931 0.53721493 0.42058331 0.56984439 0.49672725 0.51943402 0.49349726 0.55631319] [ 3.38965332] [ 0.5407047 0.54784314 0.43433978 0.60466905 0.43760874 0.39177503 0.47733329 0.60711886 0.45571517 0.27508995] [-1.0223591] [ 0.47254879 0.63306701 0.53338699 0.64841786 0.39517488 0.512633 0.35229592 0.57607176 0.56655097 0.49436736] [-0.90330383] [ 0.38763398 0.45471073 0.61627789 0.59869502 0.50504322 0.46213415 0.47201376 0.4901878 0.45777864 0.6714834 ] [-0.52966507] [ 0.58190046 0.54260844 0.55906658 0.64334244 0.43426051 0.40971635 0.3657612 0.5363511 0.4763694 0.33855452] [ 0.65363295] [ 0.75690299 0.57800413 0.45572264 0.36859891 0.54279325 0.55146236 0.44809133 0.58974911 0.4184651 0.49468945] [-0.00574179] [ 0.46774759 0.40521647 0.56710605 0.36570587 0.53983964 0.44939312 0.42965423 0.55945908 0.53751224 0.41859476] [-0.10150685] [ 0.56126287 0.65802851 0.56324801 0.5469489 0.46968707 0.46398424 0.53996736 0.68366689 0.56470497 0.51372113] [-0.15212826] [ 0.45791255 0.44576099 0.54534774 0.33846001 0.5074176 0.49749622 0.44670331 0.41202418 0.39461142 0.44773539] [ 2.20973819] [ 0.49146836 0.50080017 0.46372455 0.40945201 0.3818111 0.59584605 0.50313503 0.6620077 0.46266089 0.37092309] [-0.8511696] [ 0.32061002 0.40826326 0.60141906 0.55732363 0.51454224 0.61047177 0.50748728 0.55701517 0.39685779 0.40484658] [-0.40299991] [ 0.37963921 0.42513135 0.72598769 0.50275418 0.4147369 0.5721013 0.45995137 0.53166305 0.54602375 0.50308405] [ 0.60608482] [ 0.63043582 0.60634428 0.48549944 0.35484548 0.47591303 0.38084251 0.51715612 0.58227554 0.47268686 0.46800198] [ 1.08019483] [ 0.51207368 0.79356756 0.37144203 0.53410008 0.36834654 0.30889303 0.40892864 0.58110301 0.63160346 0.6106399 ] [ 0.13626502] [ 0.43928168 0.51105792 0.43078307 0.49067035 0.46132191 0.45368976 0.60718499 0.66308372 0.37955924 0.3158428 ] [-1.03931908] [ 0.45427893 0.57081445 0.57770978 0.53928738 0.4610636 0.53503222 0.50556024 0.59218086 0.64803633 0.44605388] [-0.16182211] [ 0.64520691 0.51778911 0.40281615 0.41665455 0.40301115 0.509227 0.415402 0.68435888 0.32977631 0.34048294] [-0.14125403] [ 0.6110519 0.67966274 0.37585535 0.58946385 0.29070353 0.39784662 0.39322333 0.52315955 0.54612046 0.40989703] [-1.03298287] [ 0.54625468 0.39463898 0.64973018 0.36499663 0.62002265 0.5137769 0.48510668 0.51775786 0.37731172 0.50847622] [-0.54842299] [ 0.63086942 0.75880765 0.56856694 0.60558676 0.37445587 0.52893584 0.53782498 0.65854483 0.62383955 0.47691948] [-0.01734436] [ 0.7400186 0.55409747 0.48866512 0.36488329 0.4962942 0.2303223 0.44647259 0.56002416 0.41626252 0.40679893] [-0.20500887] [ 0.64966704 0.61290573 0.54974872 0.46864306 0.48961126 0.44126963 0.47563888 0.66805181 0.64045239 0.4446499 ] [-0.89193241] [ 0.46687453 0.62346772 0.470885 0.65566879 0.4993561 0.52547641 0.31592541 0.63120436 0.44704445 0.47924904] [-0.25721392] [ 0.29417481 0.51717664 0.49360086 0.55227363 0.41745389 0.58114871 0.51530445 0.51886071 0.50270687 0.4043023 ] [-0.35642912] [ 0.75559748 0.8099541 0.3714976 0.45366835 0.29655737 0.29326354 0.46862028 0.61175646 0.62948081 0.53929431] [ 1.69560768] [ 0.721471 0.63453723 0.55453854 0.5536283 0.47587162 0.3612268 0.36480925 0.66216298 0.57194929 0.40688381] [ 2.24125941] [ 0.54120561 0.73840226 0.39223306 0.50092984 0.48482747 0.50921192 0.53205548 0.58927525 0.57434864 0.51723335] [-0.46589954] [ 0.5668413 0.60773323 0.46267895 0.43729285 0.47875241 0.44363199 0.42513139 0.45960411 0.46686277 0.43646925] [-0.27707405] [ 0.5290244 0.74224899 0.34005894 0.58343305 0.2708566 0.36684591 0.3827608 0.61995983 0.49884967 0.58529607] [ 0.48733493] [ 0.46076677 0.31957474 0.53550218 0.42206945 0.47209226 0.64499195 0.44462691 0.64332212 0.464523 0.34499441] [-0.65767823] [ 0.36195607 0.48688461 0.56944173 0.57896919 0.36632632 0.48211524 0.47136728 0.52392966 0.50775673 0.34328066] [-0.76410821] [ 0.47586034 0.40530499 0.6599669 0.34924517 0.53370264 0.51304813 0.42508213 0.50096671 0.41735917 0.53872072] [ 0.22165704] [ 0.72425593 0.38727201 0.53080506 0.35190704 0.59215439 0.5579464 0.42518325 0.54709522 0.29219056 0.44691126] [-1.13200971] [ 0.56328258 0.7879619 0.32678176 0.58883136 0.36149349 0.3314403 0.30528938 0.66925509 0.56925749 0.50795867] [-0.0194092] [ 0.39489864 0.42662839 0.53997334 0.43030715 0.49341945 0.53573516 0.59980501 0.52086133 0.40208056 0.3954152 ] [-0.05690695] [ 0.54027841 0.52791289 0.62067916 0.41153252 0.50261102 0.4950495 0.49475728 0.52955501 0.4309556 0.44261949] [-0.12758229] [ 0.56231499 0.62885846 0.54626042 0.68518 0.36444737 0.5157353 0.42883827 0.60325017 0.56149646 0.51652661] [ 0.75278941] [ 0.61869034 0.25291075 0.60115191 0.26173489 0.59607269 0.44816412 0.46784441 0.52739403 0.31677257 0.34861455] [-0.1768865] [ 0.60529517 0.70539503 0.40017224 0.60330195 0.29485718 0.31881464 0.36559196 0.54818798 0.55602885 0.40699498] [ 0.03719899] [ 0.56429547 0.41973882 0.5435859 0.39951641 0.52339368 0.52800466 0.54213029 0.52947361 0.29095478 0.45116022] [ 1.01584331] [ 0.55603193 0.59240988 0.48677864 0.41297895 0.42575331 0.31953496 0.39023564 0.5645389 0.39465222 0.42986638] [-0.60652909] [ 0.3907629 0.4574187 0.63799994 0.44195802 0.52805844 0.45637154 0.48942566 0.39684296 0.55071737 0.46766947] [-0.78964024] [ 0.36794909 0.4904783 0.6099291 0.63217833 0.33688111 0.55269103 0.35325615 0.49933856 0.46240067 0.49981683] [-0.91604623] [ 0.46027984 0.74974688 0.44807626 0.63860653 0.2923287 0.56139135 0.41845832 0.65280582 0.61952229 0.56301848] [-0.49163653] [ 0.46234704 0.57742616 0.51201797 0.59838617 0.40710741 0.52318822 0.4612121 0.50403215 0.45761456 0.4132104 ] [-0.79513477] [ 0.42946641 0.66649616 0.45270852 0.59108099 0.34262497 0.44316005 0.31337465 0.55869804 0.44549144 0.56772483] [ 0.14666335] [ 0.6661032 0.7121659 0.43725405 0.51988694 0.4075567 0.49873535 0.42639953 0.6537816 0.59857739 0.40755092] [ 0.27300115] [ 0.61530322 0.47700369 0.58878025 0.2757925 0.55412307 0.41889309 0.50271423 0.46079603 0.40648869 0.45289133] [-0.8432827] [ 0.36852843 0.39237723 0.64077959 0.6083173 0.41057866 0.61512231 0.48269676 0.53266038 0.393264 0.3922621 ] [-1.13160494] [ 0.70357554 0.7458979 0.53230692 0.59689121 0.38558251 0.47817012 0.42738386 0.70126937 0.56851482 0.51312608] [ 0.45457392] [ 0.52597051 0.711058 0.38800305 0.55464974 0.35739724 0.28007235 0.43369497 0.62679196 0.53656152 0.43495355] [ 0.21461475] [ 0.50728594 0.53782413 0.49775655 0.45191917 0.53286663 0.3201476 0.38558386 0.41420003 0.42414811 0.51608056] [-0.7767929] [ 0.36488655 0.28059683 0.67976847 0.57845223 0.37910502 0.50310396 0.360757 0.39118409 0.34831571 0.31998635] [-0.06360172] [ 0.37868718 0.6966497 0.40159466 0.74721148 0.32469745 0.44318329 0.55703139 0.71140331 0.55218353 0.68003276] [ 1.39766002] [ 0.6023435 0.59908304 0.43431931 0.48452307 0.43286456 0.2666953 0.41130897 0.55259848 0.42849226 0.4133449 ] [-0.25299949] [ 0.60091677 0.66146564 0.44383022 0.63218594 0.40790984 0.41506475 0.54565358 0.66343009 0.46007002 0.61363843] [-0.90892363] [ 0.48479158 0.43466251 0.62227158 0.50565307 0.60184546 0.50668754 0.42170303 0.48119677 0.43991326 0.4597732 ] [ 0.52014778] [ 0.64375545 0.68387835 0.5250188 0.53226132 0.46390378 0.41417772 0.49264755 0.53127743 0.50980792 0.48484669] [-0.75209907] [ 0.31939991 0.49803811 0.5283988 0.56899218 0.4703164 0.48582176 0.48767966 0.44684597 0.42104308 0.43123422] [ 1.32912273] [ 0.52569261 0.54637436 0.45780832 0.45112223 0.50169698 0.3438132 0.45595795 0.52136343 0.5296136 0.48607698] [ 2.29409246] [ 0.46254335 0.6723657 0.37308588 0.58205851 0.43509859 0.46128343 0.51241898 0.69102872 0.40997529 0.44449182] [-0.36542026] [ 0.49039984 0.6607338 0.40143073 0.50217795 0.35121401 0.73668409 0.35884133 0.73885363 0.60205436 0.54122278] [-0.56618085] [ 0.55220723 0.4514876 0.5315073 0.32281 0.47439498 0.41901156 0.41484336 0.49675332 0.34623111 0.50972504] [ 0.08010963] [ 0.58208721 0.70777476 0.45693224 0.69143966 0.44251226 0.35077861 0.5211296 0.62507931 0.67840262 0.3565525 ] [-0.78373919] [ 0.41118667 0.61372078 0.54070512 0.60528026 0.48561782 0.68166537 0.44157321 0.62028668 0.64365183 0.5130219 ] [-0.96334412] [ 0.4599393 0.64849864 0.39324629 0.51873389 0.25951287 0.50938644 0.43565375 0.60529153 0.60783919 0.42728917] [-0.03956758] [ 0.74133757 0.62470824 0.43843845 0.43036936 0.37261496 0.26660789 0.39871285 0.58880373 0.52379573 0.37317832] [-1.10507675] [ 0.57525095 0.71795218 0.37590605 0.56777499 0.45820704 0.30531307 0.31354159 0.58261807 0.52310326 0.45322161] [ 0.48836188] [ 0.47493851 0.73515257 0.3854623 0.63974435 0.23923318 0.41723378 0.43180653 0.54711585 0.61967158 0.44603305] [ 0.55826889] [ 0.53997943 0.76339025 0.42529134 0.62461332 0.38562534 0.45842762 0.40864666 0.57060572 0.66399413 0.4265132 ] [ 1.25369583] [ 0.62628759 0.66432951 0.41470733 0.44914148 0.4025109 0.24302904 0.39095547 0.55016948 0.44933809 0.3994064 ] [ 0.24075024] [ 0.5038755 0.63092584 0.47636341 0.52719017 0.38983541 0.35147173 0.34741609 0.6187228 0.58609511 0.4826755 ] [-0.10210971] [ 0.67362953 0.49887275 0.53074337 0.44083332 0.59415139 0.39611565 0.4288996 0.48975689 0.51243583 0.33804035] [ 0.92017944] [ 0.54145729 0.44053816 0.55154295 0.30530962 0.53104913 0.59667798 0.43328216 0.57877657 0.36274259 0.46411413] [-0.15728717] [ 0.44139674 0.46688923 0.42151365 0.49136269 0.43200531 0.40257323 0.49211387 0.630563 0.42794087 0.29018747] [-0.17649281] [ 0.57971356 0.33999767 0.69692551 0.38821197 0.59950539 0.50724589 0.43611494 0.56707358 0.42676458 0.41740448] [-0.75057047] [ 0.59714949 0.66867481 0.60567588 0.58646368 0.44281857 0.51144426 0.37271972 0.57218036 0.50269831 0.53237718] [ 1.63036963] [ 0.74835881 0.59798445 0.57103968 0.28653078 0.53796247 0.43536668 0.58609025 0.66402397 0.37157783 0.46526735] [-0.16288921] [ 0.51454538 0.51809361 0.59434749 0.30006328 0.5355023 0.57196108 0.48155581 0.48105584 0.44210514 0.55480141] [ 1.26622097] [ 0.75795672 0.71832939 0.50376735 0.38379682 0.4397946 0.43296855 0.57996955 0.7238 0.48856375 0.47238016] [ 0.60671688] [ 0.5947988 0.65930297 0.43031724 0.56913061 0.32720788 0.28001949 0.43386743 0.49855531 0.65245477 0.34102347] [-0.38642493] [ 0.60863728 0.68724231 0.57036711 0.39641817 0.61567164 0.40546064 0.47844251 0.5287657 0.47205026 0.71459132] [-0.46363512] [ 0.37930107 0.64239111 0.34239431 0.57207723 0.41875135 0.38099642 0.45306529 0.59132325 0.5574326 0.33503954] [-0.69050948] [ 0.50005402 0.44889599 0.63013505 0.26340977 0.5773149 0.52160774 0.43858999 0.5400079 0.33028504 0.55513032] [-0.95183946] [ 0.65252334 0.75404608 0.57124359 0.45951832 0.43135077 0.50829175 0.56120936 0.64533206 0.56413234 0.52085068] [-0.58468531] [ 0.42823497 0.43380546 0.56474565 0.53058783 0.43748756 0.56450909 0.44008444 0.63193928 0.44542678 0.44139038] [-0.49752448] [ 0.42865046 0.56615564 0.54646411 0.42920736 0.48072697 0.42313876 0.39653471 0.54325525 0.41081901 0.50970608] [-0.24103772] [ 0.56166052 0.48393504 0.66776101 0.34718696 0.59740799 0.60592014 0.39354993 0.59147186 0.31101152 0.58188513] [ 0.12689356] [ 0.59484851 0.58732712 0.46586983 0.55708781 0.30882298 0.40454791 0.45689271 0.60989672 0.48433921 0.44023407] [ 1.07152933] [ 0.56855988 0.62822033 0.37863494 0.51701187 0.33084453 0.41130167 0.47711308 0.5380277 0.61617922 0.3537273 ] [-1.05003596] [ 0.37727209 0.43407054 0.6025423 0.51080228 0.36830471 0.51983265 0.46952624 0.48428226 0.56446145 0.37897023] [ 2.8330745] [ 0.75564128 0.54976386 0.4724901 0.30543032 0.58851651 0.38582941 0.51976283 0.54101769 0.35988228 0.41743091] [-1.12844239] [ 0.72736403 0.76477342 0.49469407 0.3819391 0.52488568 0.41395461 0.57488353 0.57853236 0.47684119 0.56867548] [ 0.30333356] [ 0.40839645 0.52056896 0.48777878 0.33007839 0.4224725 0.51446965 0.4578009 0.52821046 0.5897312 0.4581047 ] [ 0.00814865] [ 0.30183537 0.58216768 0.49730031 0.67344182 0.46524214 0.53353207 0.36135978 0.4857924 0.55971665 0.44612338] [-0.4764812] [ 0.48874631 0.72208456 0.33817037 0.58017613 0.30971973 0.35964208 0.2926128 0.54367453 0.52911183 0.42922719] [-0.96423808] [ 0.44542736 0.57639695 0.53181166 0.63213837 0.36221031 0.51781933 0.44711001 0.64741204 0.40423391 0.35571061] [ 0.98375265] [ 0.46612373 0.54221706 0.40708759 0.49141829 0.40243154 0.32898782 0.4666479 0.54576782 0.53006259 0.3287822 ] [-0.38231591] [ 0.55595207 0.66359666 0.39844871 0.54909916 0.29600511 0.38181933 0.4535949 0.43665055 0.58546389 0.36762103] [-1.01765353] [ 0.5099693 0.5733551 0.55349651 0.4368394 0.44923914 0.53858704 0.42077505 0.52741314 0.53269566 0.49911221] [-0.86424539] [ 0.49315104 0.61853398 0.39284645 0.54534355 0.33679091 0.39062129 0.34689463 0.60875089 0.56757848 0.36723108] [-0.5839973] [ 0.4884698 0.70273215 0.59723165 0.43036607 0.57229921 0.5526694 0.39442562 0.57879225 0.60818353 0.62108269] [ 1.27387409] [ 0.41095491 0.56910056 0.42219175 0.56485341 0.47714389 0.39246776 0.49052137 0.60085523 0.55183448 0.58658927] [-0.58342459] [ 0.58064599 0.61581116 0.51918857 0.58897851 0.2654359 0.489413 0.39110274 0.62134876 0.49327786 0.43019688] [-0.13738648] [ 0.74394983 0.84691961 0.43798824 0.36558128 0.44069916 0.43609887 0.55800689 0.61600933 0.58612992 0.66865944] [ 2.77796559] [ 0.72721774 0.72732564 0.487299 0.33594316 0.53273192 0.4006488 0.52823941 0.57358342 0.55650434 0.45732631] Progress: 1.4% ... Training loss: 0.859 ... Validation loss: 1.316[-0.75227202] [ 0.46564003 0.54462587 0.56218068 0.44084577 0.53674793 0.56154004 0.32954668 0.53370457 0.42141 0.63347256] [-0.31690219] [ 0.44186571 0.59401388 0.34686674 0.37611379 0.37725074 0.6292473 0.40646647 0.57712599 0.51546659 0.40215216] [-0.6986257] [ 0.26481447 0.45694688 0.60233689 0.49092377 0.53449507 0.66393255 0.48395139 0.47457861 0.56134354 0.55559634] [-0.57085102] [ 0.37763036 0.61092965 0.42326578 0.65215178 0.37824566 0.53254064 0.49801115 0.61031607 0.5774966 0.37863842] [ 0.77761823] [ 0.49476885 0.51272563 0.5672796 0.44615963 0.46387418 0.59906603 0.36058141 0.64832653 0.57142027 0.49719222] [-0.45849042] [ 0.6778233 0.77859995 0.42077756 0.41035918 0.39310288 0.27672172 0.46954533 0.56483078 0.59216129 0.47041908] [-0.74558333] [ 0.42120429 0.45629931 0.57823589 0.53452328 0.48900028 0.75605277 0.39836939 0.67554 0.50584463 0.51321897] [-0.39320459] [ 0.3299218 0.67377006 0.50923568 0.57331072 0.39148765 0.5899242 0.51138592 0.55802496 0.50058077 0.54928536] [-0.75897518] [ 0.55411776 0.49640714 0.5145364 0.46936971 0.50531889 0.61774167 0.43657926 0.63716155 0.36075424 0.57168387] [-0.71593505] [ 0.38205731 0.70139628 0.42244978 0.50225586 0.3869526 0.59111325 0.30465234 0.50486406 0.50767551 0.63260191] [-0.74520995] [ 0.46739925 0.37929566 0.70398819 0.4908203 0.51958401 0.53676682 0.40189523 0.44486241 0.45378544 0.43811538] [ 2.26945973] [ 0.49364328 0.50002688 0.46538021 0.40901792 0.38023843 0.59273342 0.50385617 0.6643928 0.46366769 0.36901973] [-0.48384302] [ 0.42711811 0.57435862 0.54207005 0.71728054 0.37266266 0.48849633 0.30506964 0.52642521 0.50639897 0.40630448] [ 0.95386733] [ 0.74645533 0.67825231 0.48298489 0.50381148 0.55850641 0.30173089 0.43065639 0.5735156 0.5731468 0.35204334] [ 0.90122465] [ 0.72253155 0.47371557 0.50870315 0.28716198 0.58343368 0.22923356 0.47879921 0.42718604 0.41215406 0.30098988] [-0.28130527] [ 0.6146389 0.72691218 0.36826692 0.54664282 0.34786907 0.67407295 0.43542477 0.69011207 0.52184753 0.59259773] [-0.22601956] [ 0.56343223 0.45964629 0.59421616 0.47081144 0.60032038 0.42126595 0.3467507 0.49630774 0.46401832 0.42730833] [-0.08960442] [ 0.51277882 0.51852864 0.59378712 0.30032832 0.53631266 0.5740258 0.48122415 0.47947165 0.44165162 0.55575512] [-0.70383721] [ 0.60523947 0.58527809 0.53992827 0.63534734 0.50177068 0.41044799 0.45913937 0.67295892 0.41599664 0.42098439] [-0.89445942] [ 0.37347029 0.55989167 0.48917604 0.5531973 0.35250401 0.67341008 0.50156375 0.62503463 0.58104469 0.42355733] [ 0.0884792] [ 0.52464253 0.57910267 0.48108086 0.50717497 0.40262057 0.32550175 0.36601404 0.5683205 0.46243589 0.38478516] [-0.3673137] [ 0.3875208 0.57055332 0.59810833 0.56603994 0.32254805 0.60173318 0.4355797 0.62469828 0.50440398 0.53439065] [-0.73312227] [ 0.36723186 0.53896172 0.49636822 0.52175205 0.33448826 0.54045458 0.34763775 0.53522616 0.40541316 0.48343848] [ 0.01476661] [ 0.55661535 0.61377087 0.42444177 0.41189449 0.39173763 0.2860246 0.47352386 0.58796395 0.56845943 0.42344294] [-1.05015161] [ 0.58843907 0.72634967 0.3690674 0.57594981 0.44684946 0.29870583 0.31573082 0.59486449 0.53249252 0.44627938] [-0.42441176] [ 0.52445286 0.37329869 0.57417258 0.33062961 0.54443623 0.61926999 0.41648315 0.51352373 0.48184527 0.48965787] [-0.35797115] [ 0.333631 0.4245846 0.64746376 0.57417122 0.34024824 0.60791697 0.43789754 0.61755796 0.43909911 0.47080198] [ 0.99434894] [ 0.3903874 0.58812422 0.49079661 0.63940958 0.42224809 0.47386514 0.31058853 0.49474935 0.64184119 0.43455348] [ 0.22737447] [ 0.38696879 0.5264988 0.56409345 0.52971332 0.36884484 0.53310183 0.44841729 0.50079943 0.49047911 0.42522515] [-0.60605214] [ 0.49654635 0.30691888 0.65000387 0.41792285 0.52800072 0.40655334 0.4655521 0.39576022 0.39645908 0.36038439] [ 0.16449802] [ 0.49594889 0.6588938 0.35381208 0.54847328 0.27864114 0.39290128 0.38014796 0.61754441 0.46369063 0.40694294] [ 0.68553384] [ 0.52442242 0.55606253 0.51817715 0.58791354 0.39968655 0.48910785 0.38856107 0.63753104 0.66154119 0.41817361] [-0.30728475] [ 0.56479847 0.57342923 0.63111616 0.53171894 0.52286483 0.43608667 0.45458369 0.51682198 0.61537381 0.4368938 ] [-0.66143941] [ 0.53292151 0.49953858 0.43554412 0.69256979 0.3973597 0.47137938 0.48768776 0.62001296 0.49711992 0.37137467] [ 0.96130403] [ 0.46670275 0.3542366 0.62724576 0.43844159 0.48606082 0.56485916 0.42471393 0.51773398 0.38664917 0.39043921] [-0.41132273] [ 0.50049656 0.52255454 0.48195298 0.67596975 0.31047352 0.28960247 0.42764134 0.5516001 0.4226504 0.49178008] [-0.15879473] [ 0.79924601 0.72845434 0.41995933 0.34631276 0.40002256 0.23651101 0.50543505 0.64427948 0.55620232 0.45486612] [-0.41950604] [ 0.50538529 0.3870722 0.6571174 0.4789264 0.45921818 0.43791203 0.43680731 0.42088751 0.36463372 0.42254323] [-0.46084334] [ 0.54910486 0.3019826 0.66888786 0.44802057 0.50606308 0.39377094 0.47096402 0.46218526 0.30629299 0.37321415] [-0.61137342] [ 0.65044521 0.6970275 0.466064 0.70485884 0.4481689 0.37082316 0.38344801 0.68824637 0.60026498 0.3991995 ] [-0.51560395] [ 0.49212746 0.29374918 0.70093561 0.32397013 0.44890128 0.57891627 0.45407035 0.46750119 0.25983975 0.45247173] [-0.38280392] [ 0.52826858 0.49268242 0.59874416 0.42271012 0.52075117 0.50256928 0.40258501 0.59914393 0.50972256 0.50393618] [ 1.44873185] [ 0.70710865 0.50972939 0.58615697 0.36278883 0.50477235 0.41408152 0.48930288 0.69295842 0.4423518 0.40801777] [-0.75999822] [ 0.44559569 0.45050168 0.57977098 0.35955227 0.50494737 0.65476962 0.43564859 0.64358808 0.4594426 0.49968426] [-0.11496136] [ 0.4598264 0.65322987 0.4130124 0.5271149 0.29922634 0.57928847 0.52446204 0.62659151 0.51319278 0.3973015 ] [-0.30141577] [ 0.38000812 0.41706304 0.53498515 0.50247697 0.51982373 0.48482989 0.41173547 0.42169036 0.53900753 0.41428545] [-0.28774213] [ 0.65793422 0.65802707 0.376277 0.45712309 0.49587674 0.43462061 0.44104039 0.5683679 0.37325714 0.59083794] [-0.28396692] [ 0.66584429 0.6635504 0.49663731 0.34427062 0.42474591 0.49344407 0.58779281 0.57994636 0.51858157 0.44455691] [-0.68815601] [ 0.50916587 0.20008788 0.73602875 0.39797792 0.56563249 0.54419598 0.33309277 0.481562 0.26534199 0.35766404] [-0.32991946] [ 0.41167275 0.64664723 0.36555242 0.61715059 0.3709593 0.6232782 0.45935056 0.54803567 0.53900905 0.52529175] [-0.55949795] [ 0.68689009 0.65765378 0.47557773 0.54201875 0.34103677 0.31428959 0.41424443 0.57830308 0.6326241 0.40449787] [-0.55623977] [ 0.39817335 0.53197526 0.52971068 0.55137833 0.45155866 0.4462265 0.34795647 0.45603843 0.43558581 0.48316973] [ 0.99194444] [ 0.60133085 0.70985706 0.43321408 0.48066252 0.37137192 0.31457685 0.53060564 0.61733132 0.57152689 0.45721221] [-0.90716093] [ 0.38251647 0.52537905 0.54000493 0.48692987 0.36711892 0.41754606 0.47235975 0.49148009 0.42732242 0.40625448] [-1.00058541] [ 0.64005599 0.74968958 0.48552316 0.4717245 0.46239662 0.5323577 0.49523947 0.70112828 0.56868704 0.58236381] [-0.88462932] [ 0.68338182 0.63481042 0.39644905 0.5318649 0.32284214 0.2129513 0.45793157 0.5410693 0.54761498 0.47250044] [ 0.64049617] [ 0.56981711 0.71768968 0.37792659 0.67529689 0.29847912 0.23306508 0.42617308 0.56860091 0.54609011 0.49400608] [ 0.07968186] [ 0.57286934 0.71375126 0.38517885 0.36884416 0.30408145 0.37563148 0.51067044 0.54762063 0.51862321 0.44247184] [-0.29050646] [ 0.73114974 0.71838198 0.44630723 0.44486352 0.42869499 0.45759295 0.52682272 0.66723371 0.49852058 0.60924767] [-0.5492433] [ 0.60546176 0.78239083 0.48794698 0.52708646 0.44569695 0.46734944 0.47817514 0.61028616 0.54600107 0.52946561] [-0.85267279] [ 0.43393271 0.61179121 0.46619855 0.59654146 0.41334018 0.3902273 0.39314343 0.57764167 0.53012345 0.41137402] [-0.73082194] [ 0.35776245 0.39631968 0.63214621 0.61076958 0.41959751 0.63327101 0.47876558 0.51667819 0.38790704 0.40506842] [ 2.48358134] [ 0.72492418 0.78147107 0.47538546 0.40814364 0.47889418 0.45739826 0.46785248 0.53476784 0.63115985 0.51027658] [-0.85114106] [ 0.44712687 0.39202378 0.62361371 0.49051705 0.46673445 0.48349687 0.38897057 0.46469998 0.32109762 0.4215891 ] [ 0.52875669] [ 0.67424333 0.31524769 0.64645079 0.327677 0.63493874 0.33456482 0.37682931 0.51005813 0.17943545 0.45483993] [-0.65027627] [ 0.51135055 0.61988989 0.4734858 0.37848407 0.50487008 0.51347486 0.39881918 0.54345061 0.45594475 0.6907178 ] [-0.28634249] [ 0.70552683 0.53606725 0.4774865 0.34243416 0.450713 0.39721149 0.38194243 0.60679727 0.45880022 0.42233892] [-0.55191967] [ 0.52779718 0.58393057 0.50390244 0.52017078 0.44681811 0.44539847 0.45919011 0.55293165 0.62217005 0.51050206] [-0.75107065] [ 0.38160739 0.59830054 0.47758964 0.59582304 0.41260615 0.54771562 0.41036346 0.58452469 0.58386248 0.47271689] [ 0.71365331] [ 0.69133808 0.56156233 0.40198659 0.37169904 0.37510219 0.24211871 0.466151 0.44023057 0.42978051 0.2743975 ] [-0.86385228] [ 0.48438112 0.69566883 0.32422794 0.59612476 0.30543019 0.47099419 0.46121761 0.59782189 0.51665312 0.40347065] [ 1.13664153] [ 0.76696625 0.71363806 0.54014126 0.33344765 0.51838618 0.38098531 0.56694788 0.62671774 0.52542936 0.56177424] [ 1.48953935] [ 0.56759331 0.66965321 0.44725477 0.38005858 0.41968198 0.42154788 0.41624891 0.59892625 0.53953784 0.4982618 ] [-0.43612148] [ 0.63591174 0.68861842 0.37016666 0.48525813 0.30867191 0.36912333 0.41085046 0.53909896 0.51124958 0.43950031] [-0.01395624] [ 0.77624897 0.65927253 0.52130633 0.34400465 0.53661447 0.418843 0.52004097 0.6692128 0.58013091 0.49318683] [ 2.07184067] [ 0.40432857 0.57251849 0.46545559 0.56301767 0.3559454 0.50866148 0.35608658 0.48272988 0.53388791 0.43680158] [-0.35687543] [ 0.55985948 0.6101468 0.4826895 0.42714255 0.37337895 0.39365437 0.49255979 0.60187919 0.6680062 0.4413703 ] [ 0.0770386] [ 0.36208554 0.57952423 0.46028682 0.59574304 0.39113879 0.43911554 0.39986934 0.53267894 0.60791901 0.46670637] [-0.82770362] [ 0.48013679 0.73511091 0.34526298 0.66485528 0.31317558 0.38914055 0.38282891 0.63971923 0.58552188 0.38812012] [-1.13952055] [ 0.6698104 0.72535365 0.36831393 0.61506035 0.37399471 0.29861435 0.34236707 0.55534617 0.54361416 0.41506825] [-0.1882559] [ 0.46659364 0.64089923 0.40532783 0.48898745 0.33172565 0.44046475 0.39104531 0.54741723 0.43073205 0.50268054] [-0.69562332] [ 0.33563598 0.44088435 0.58884306 0.51128236 0.43098291 0.56845193 0.41550879 0.4541229 0.56437718 0.48662414] [-0.2978948] [ 0.67441079 0.57877317 0.54684612 0.44421971 0.37514068 0.3021572 0.47996992 0.55686485 0.55163375 0.39148534] [-0.49868658] [ 0.44362004 0.61869027 0.55366232 0.62353228 0.3371861 0.50832895 0.40692445 0.57587621 0.49141308 0.45459655] [-0.9109686] [ 0.53814228 0.72557747 0.51939019 0.64785437 0.50743301 0.45060864 0.41328121 0.56669815 0.51989335 0.57953143] [-0.08395103] [ 0.725107 0.68881108 0.37308274 0.38453816 0.31864563 0.4324506 0.41746 0.60098426 0.50080564 0.45210595] [ 1.25676809] [ 0.62259163 0.70123498 0.40094322 0.51237945 0.32883368 0.42506356 0.44247028 0.58840867 0.59926257 0.43957171] [ 0.09509224] [ 0.54374346 0.53380777 0.51112155 0.35353565 0.44501233 0.56577701 0.40265448 0.63862374 0.50223774 0.46378675] [-0.13604424] [ 0.64660064 0.60449797 0.48599967 0.49203235 0.33810341 0.36628899 0.45830877 0.5520942 0.64011463 0.37440153] [-0.40481211] [ 0.39862457 0.65268909 0.49062758 0.62535263 0.46573021 0.51925796 0.41501171 0.5877231 0.65066346 0.50393893] [-0.86792963] [ 0.27184923 0.34654559 0.67175068 0.46333339 0.40687337 0.63189634 0.50925323 0.44484142 0.54163262 0.44099883] [-0.34353187] [ 0.69264227 0.72978215 0.5138547 0.50014157 0.44210419 0.39122268 0.45523534 0.75970536 0.54943976 0.49732804] [-0.68847562] [ 0.39237676 0.2352339 0.73917671 0.31562336 0.52784785 0.51520011 0.45957904 0.53450763 0.25511856 0.43631499] [ 3.42881579] [ 0.66337642 0.66012481 0.38881495 0.35950369 0.44577945 0.19741206 0.38031048 0.59142586 0.44999391 0.47357193] [-0.20339759] [ 0.6129725 0.62027975 0.47967702 0.29264153 0.47875529 0.34299756 0.39896145 0.66135961 0.42041079 0.48689978] [ 0.83897083] [ 0.48851572 0.51495285 0.41163422 0.56660988 0.46820437 0.3213985 0.51608995 0.58802091 0.42474448 0.56784068] [-0.67388566] [ 0.39694349 0.47715332 0.54028266 0.7244494 0.38007475 0.52786991 0.47993666 0.52110129 0.51255631 0.36179898] [-0.5870958] [ 0.35462255 0.58943801 0.47280575 0.63445886 0.37441548 0.63966045 0.32803855 0.66284104 0.5795411 0.52362293] [-1.05386264] [ 0.63463049 0.59867111 0.46682297 0.54504429 0.31430561 0.31900744 0.38384887 0.53749603 0.44240759 0.35546343] [ 1.03096774] [ 0.57968383 0.6427763 0.45123614 0.60226482 0.32072418 0.35474234 0.43590007 0.4990513 0.57874613 0.39242253] [-0.51301697] [ 0.46505363 0.7203366 0.37579011 0.68756127 0.31706808 0.41405499 0.51531126 0.58178625 0.58318925 0.44534711] [ 0.18544238] [ 0.37328967 0.64195275 0.52164328 0.48754427 0.37005864 0.56188555 0.41261713 0.53762777 0.62098782 0.55780436] [-0.52420726] [ 0.33652628 0.49940542 0.53063501 0.62369377 0.30232355 0.46288013 0.43075798 0.62988555 0.566409 0.34868258] [-0.90616875] [ 0.39264504 0.62843245 0.45062811 0.50943519 0.36070287 0.36209679 0.46562635 0.4809248 0.56415532 0.55342166] [-1.07653715] [ 0.67776733 0.74780373 0.45352164 0.68639639 0.4938874 0.41641929 0.34804668 0.68375307 0.58884839 0.47298408] [-0.65098227] [ 0.44520598 0.33168592 0.6764149 0.38892443 0.5068223 0.6062246 0.42276281 0.47550171 0.46616943 0.41962026] [-0.04680765] [ 0.47875903 0.49175292 0.49786049 0.41873118 0.4552228 0.57509623 0.4152974 0.5673225 0.39900038 0.46531114] [-0.43242369] [ 0.50635956 0.66966088 0.38675788 0.70018461 0.26750362 0.31790954 0.3040481 0.53278354 0.5430842 0.39882698] [ 0.41208586] [ 0.67293776 0.73657565 0.3717862 0.32301966 0.4419518 0.34252744 0.46792959 0.5360625 0.53754403 0.46581853] [ 2.16403861] [ 0.55302247 0.61622665 0.50056212 0.51332462 0.42728252 0.49545803 0.52683406 0.6687072 0.43364805 0.39194931] [ 0.95867531] [ 0.80052923 0.69341248 0.50629968 0.46667063 0.51525159 0.31271973 0.58687429 0.59802327 0.53231249 0.39071727] [-0.32566089] [ 0.58282073 0.5636062 0.43737316 0.48097476 0.42355116 0.68972624 0.51044747 0.64915705 0.36762147 0.49443246] [-0.18579186] [ 0.53356556 0.69340793 0.41246659 0.51491224 0.42318559 0.34160958 0.46711038 0.53710346 0.60421961 0.41813696] [ 0.60901086] [ 0.52684373 0.45127491 0.56267065 0.38217147 0.52800976 0.53968521 0.38629673 0.56894054 0.42183897 0.49079922] [ 1.71051743] [ 0.63481352 0.82239818 0.44065226 0.62365969 0.38916548 0.4063699 0.45669146 0.66143792 0.57492076 0.60645027] [ 0.37151346] [ 0.72661198 0.76542252 0.50021612 0.56468238 0.42950403 0.42126714 0.58928281 0.62949318 0.63917179 0.4961497 ] [-1.05900123] [ 0.56862106 0.58748361 0.43683682 0.64626261 0.43996672 0.34197894 0.44010141 0.5703393 0.37003372 0.33098833] [-0.30840413] [ 0.32519102 0.57736933 0.41209459 0.5760475 0.39288851 0.52091111 0.38795012 0.42805438 0.53370083 0.43890704] [ 0.11552897] [ 0.6080339 0.69244982 0.42904896 0.56171968 0.45827099 0.2629814 0.32830181 0.54293015 0.59157956 0.36517374] [-0.47611333] [ 0.45072206 0.74632869 0.41404171 0.49692272 0.39160875 0.5986534 0.39027399 0.59366418 0.62198168 0.64273753] [-0.58319423] [ 0.51476609 0.2580486 0.58890196 0.31127889 0.48365336 0.47512738 0.46590318 0.4431997 0.28774612 0.30094466] [ 3.70503834] [ 0.58690849 0.63917305 0.41669036 0.36347732 0.35119557 0.30381598 0.44214051 0.61675191 0.46026341 0.40174919] [-0.1209796] [ 0.54132908 0.69793382 0.4332379 0.56634395 0.28640978 0.34779193 0.51889968 0.60140003 0.59243127 0.45672134] [-0.56711347] [ 0.45325309 0.62339751 0.53513058 0.48256004 0.49550944 0.44090068 0.4815525 0.58000975 0.50892412 0.6938077 ] [-0.17318197] [ 0.3915545 0.44407633 0.62354922 0.57550075 0.49824342 0.51197385 0.43127436 0.47924661 0.61407901 0.45864749] [ 1.5528144] [ 0.67431209 0.5457064 0.49842198 0.44543328 0.49630167 0.40319959 0.46343579 0.59307417 0.31360591 0.41797513] [ 0.99347206] [ 0.54465722 0.38974846 0.50778735 0.39528447 0.56058518 0.49767821 0.5817762 0.50661133 0.35965348 0.38969252] [-0.84250269] [ 0.52417189 0.73652328 0.34066121 0.61868438 0.23088864 0.3317353 0.42281548 0.63638957 0.61668231 0.3710557 ] Progress: 1.7% ... Training loss: 0.846 ... Validation loss: 1.369[ 0.15929147] [ 0.58242737 0.75144941 0.39026975 0.4534732 0.3918776 0.36879302 0.4924318 0.51102089 0.72136934 0.58054899] [ 2.90983773] [ 0.64384083 0.65316147 0.44484168 0.42067176 0.43855865 0.32910313 0.39691156 0.65097421 0.52541405 0.56098111] [ 0.17042796] [ 0.55811398 0.46603494 0.5344886 0.43539217 0.54034582 0.44048047 0.5645367 0.58202501 0.33054633 0.454872 ] [ 1.73082748] [ 0.58628306 0.68434065 0.46055844 0.39309414 0.44557425 0.27647597 0.44239676 0.60759241 0.51511387 0.45157913] [-0.74938845] [ 0.40729256 0.65170559 0.53392099 0.54962174 0.4677406 0.51248637 0.427726 0.41451509 0.61338765 0.51782349] [ 1.13828023] [ 0.55647754 0.73031692 0.40625641 0.50320413 0.38521864 0.26038528 0.42774509 0.56364719 0.69268983 0.3808523 ] [-0.96991423] [ 0.64675407 0.69698583 0.40372274 0.548442 0.32938424 0.45409837 0.33852549 0.64738462 0.52292745 0.52371868] [-0.43084969] [ 0.65842487 0.5472865 0.63229876 0.3809373 0.53609621 0.54237356 0.38235761 0.69907604 0.51166885 0.5496348 ] [-0.59221172] [ 0.3482034 0.17851549 0.70113259 0.4283283 0.62535554 0.41824378 0.44050897 0.36547492 0.18058228 0.38735485] [-0.56754676] [ 0.53587641 0.73076549 0.38976616 0.60658509 0.49437132 0.5349211 0.37544297 0.6045436 0.47625072 0.61547108] [-0.3456946] [ 0.64871098 0.59161814 0.48651465 0.38140451 0.36146611 0.26986902 0.4680722 0.63593874 0.44920053 0.38715858] [ 0.18315488] [ 0.500911 0.64996939 0.38238977 0.69405318 0.32501164 0.2011005 0.45376597 0.58671935 0.6216555 0.53782369] [ 0.97668044] [ 0.51473227 0.56322108 0.48817864 0.39583162 0.42009474 0.34195016 0.45514617 0.57880068 0.48526454 0.41497109] [-0.47400673] [ 0.3624347 0.62978901 0.47727883 0.61881784 0.38745387 0.63255522 0.47462116 0.46556576 0.60911795 0.54999471] [ 0.53404884] [ 0.70424451 0.49450443 0.5738001 0.43477514 0.59966682 0.32571394 0.47764676 0.54430539 0.35884396 0.52736838] [-0.3173953] [ 0.39104771 0.63253682 0.53461486 0.61537254 0.52033748 0.63921718 0.37254559 0.60424607 0.5489673 0.55305441] [-0.84254476] [ 0.66042829 0.78112413 0.40949804 0.60006155 0.27250779 0.35353601 0.43206258 0.57580645 0.66796446 0.44682355] [-0.73416153] [ 0.46369401 0.57136074 0.44810623 0.58551637 0.47795403 0.32747061 0.43443884 0.46260805 0.56617772 0.31601412] [ 0.0759217] [ 0.65186914 0.67366992 0.40689744 0.40558192 0.32328717 0.27454714 0.51506011 0.61236362 0.53906549 0.44315865] [ 0.72774405] [ 0.74590322 0.64362077 0.5212616 0.56489669 0.47881497 0.41447617 0.4391809 0.69680041 0.51762508 0.43923848] [ 0.50139407] [ 0.44130263 0.59418173 0.38711804 0.62884455 0.27030219 0.40530287 0.37701886 0.66015294 0.48531017 0.34742323] [ 0.39285746] [ 0.44148393 0.65435745 0.533763 0.6455183 0.42939918 0.62628138 0.39512063 0.63996952 0.71483711 0.51412918] [ 0.24867461] [ 0.54358629 0.69794445 0.53316881 0.57881346 0.41173922 0.47487437 0.56810839 0.64803469 0.57055646 0.53035293] [ 1.3896607] [ 0.54744351 0.73280983 0.41185761 0.5183147 0.32941713 0.30393887 0.45428606 0.58980856 0.53582742 0.57573855] [-0.88711404] [ 0.50187969 0.57217853 0.362328 0.59753854 0.38932819 0.26628692 0.43578216 0.61278913 0.43781904 0.62340582] [-0.59419827] [ 0.44611559 0.38408586 0.61559126 0.42355228 0.53668711 0.63354581 0.37348967 0.55924685 0.3492064 0.48644705] [-0.53987135] [ 0.43602231 0.70051969 0.37650403 0.65266871 0.33051854 0.31346826 0.28691521 0.57723132 0.5526402 0.43855009] [ 1.33985698] [ 0.5185858 0.52965049 0.56567328 0.5581454 0.33420158 0.55420105 0.39374862 0.67611961 0.46660786 0.42325279] [ 0.18333189] [ 0.50307391 0.67694634 0.49768128 0.35321059 0.55283554 0.45613388 0.44302223 0.50048679 0.56651427 0.57356313] [-0.20137152] [ 0.63332003 0.69311678 0.46921696 0.51193792 0.42028084 0.5274424 0.44983813 0.69151877 0.55745146 0.49215126] [-0.45770373] [ 0.39708696 0.59741872 0.41646436 0.51179593 0.45665579 0.38236374 0.41844628 0.51559998 0.51799965 0.38849866] [ 0.29621699] [ 0.65571002 0.72599286 0.51871993 0.31833576 0.52882975 0.54611933 0.39235941 0.59855721 0.47866169 0.57899267] [-0.86311303] [ 0.52925336 0.78633338 0.47916259 0.61189183 0.38588166 0.50904265 0.38929432 0.6557815 0.68431311 0.55917302] [ 1.74547093] [ 0.27146901 0.67377827 0.39063654 0.56955991 0.37174489 0.62283197 0.41653432 0.56894079 0.61003889 0.47158018] [ 0.12994712] [ 0.6349854 0.5315699 0.59628753 0.41551981 0.60747656 0.33281693 0.3954899 0.61499272 0.37552134 0.41171856] [-0.58883492] [ 0.40129567 0.63680286 0.43322306 0.67924205 0.38586313 0.55675821 0.40892561 0.49142209 0.47124752 0.47981757] [-0.7994077] [ 0.55048484 0.6270508 0.46460114 0.6140114 0.30446633 0.33309358 0.33159444 0.47612369 0.42493255 0.39130215] [-0.57750514] [ 0.65345472 0.50871239 0.46779516 0.56303939 0.44557155 0.38493441 0.41610186 0.61552539 0.35087745 0.39407051] [-0.23005997] [ 0.78541718 0.85244481 0.51598141 0.41931307 0.41128487 0.4069645 0.59773701 0.70999182 0.74738722 0.54977337] [ 0.60004663] [ 0.67575281 0.72960616 0.37356212 0.4566979 0.37784374 0.37337409 0.33848344 0.63361142 0.61562696 0.43978434] [-0.65644581] [ 0.35604218 0.49676663 0.52972849 0.47043608 0.48395597 0.63123848 0.41932687 0.51617527 0.41644331 0.47225275] [-0.70486832] [ 0.36993716 0.73628858 0.34802877 0.60455658 0.3602478 0.42940188 0.38366009 0.58549951 0.59243206 0.48962383] [-0.97252781] [ 0.56796388 0.5875831 0.43666056 0.64633848 0.44019264 0.3430894 0.44002126 0.56978424 0.36988891 0.33138127] [ 0.27614039] [ 0.40367712 0.53772382 0.59406802 0.6327984 0.41423829 0.51779101 0.33299013 0.50215813 0.55093906 0.45582782] [-0.95099597] [ 0.63691509 0.57656668 0.57034622 0.47966525 0.64610544 0.34128807 0.40837749 0.47393634 0.35431462 0.45941276] [ 0.27804197] [ 0.44487717 0.82106743 0.38845861 0.64933384 0.35891961 0.44226865 0.38204275 0.70243086 0.70647642 0.51658134] [ 2.20901801] [ 0.54639474 0.67145484 0.36482216 0.52743097 0.29781301 0.3154685 0.41278783 0.44727256 0.55142568 0.34437853] [-0.66089288] [ 0.33072372 0.44486606 0.67745049 0.66180947 0.44139383 0.67272747 0.44513364 0.45441528 0.5136247 0.50492193] [ 0.09760792] [ 0.53209287 0.67773298 0.36609114 0.54806882 0.35186327 0.20882801 0.39472892 0.5367326 0.53653619 0.436518 ] [ 1.95758567] [ 0.72783605 0.60007535 0.53109508 0.4353916 0.55200856 0.29567428 0.39657401 0.54143507 0.47732399 0.35280669] [ 0.79798582] [ 0.501059 0.50136478 0.54330145 0.35450754 0.50757707 0.60181417 0.44488411 0.68890864 0.41851424 0.49258133] [-0.26304696] [ 0.36369861 0.45584716 0.65323682 0.65038608 0.38928971 0.55324117 0.46420478 0.45290078 0.64772421 0.41130431] [-0.62922156] [ 0.32367175 0.42568312 0.7006105 0.45885773 0.5013701 0.68532172 0.50152811 0.4610141 0.46606543 0.55702775] [ 0.51774798] [ 0.68678681 0.6403214 0.46991414 0.38429303 0.49702191 0.43587298 0.48158562 0.58540492 0.43303451 0.43318578] [ 1.26487469] [ 0.5834864 0.68536177 0.46410489 0.47493943 0.46724441 0.51539816 0.53125748 0.57713428 0.51820527 0.56269809] [-0.18843881] [ 0.36716057 0.39467201 0.56396556 0.44592067 0.50339314 0.43779122 0.43525417 0.32834891 0.42203404 0.36767364] [ 1.11083513] [ 0.45895625 0.78007918 0.42305874 0.69562864 0.34583521 0.50515567 0.38353419 0.65162905 0.64335758 0.49480415] [-0.50078669] [ 0.47356787 0.1487065 0.77543215 0.2200301 0.56449628 0.56474089 0.4864951 0.40828512 0.16348483 0.3886937 ] [-0.24463214] [ 0.5040993 0.58002229 0.36223665 0.64543943 0.28753967 0.37413055 0.34831955 0.57947803 0.56107915 0.33822353] [-0.21460748] [ 0.48267027 0.59449868 0.50236128 0.53949956 0.39034583 0.51451308 0.4108949 0.57665192 0.41422932 0.40477936] [ 3.42213892] [ 0.40593928 0.65085883 0.36883832 0.59124403 0.44242669 0.41826924 0.51391949 0.55592587 0.54418223 0.41316205] [ 0.30701324] [ 0.60155439 0.44061105 0.53335591 0.49070421 0.49762519 0.44092544 0.45774842 0.65961444 0.41183003 0.51052285] [ 1.05682887] [ 0.53385945 0.40280106 0.46134807 0.45721176 0.43144785 0.43085161 0.48517219 0.58612621 0.43953934 0.25241176] [-0.36773428] [ 0.68130531 0.58583362 0.54554014 0.40034582 0.5575734 0.39215943 0.50791418 0.56597985 0.3177561 0.55095585] [ 0.32636022] [ 0.53896548 0.6214783 0.46478486 0.52819474 0.40873807 0.30222487 0.42992622 0.55583646 0.49307153 0.46971412] [-0.72476765] [ 0.40049317 0.45245637 0.62216281 0.4577763 0.43263407 0.58103848 0.43143425 0.5402645 0.42784653 0.54363816] [-0.38050623] [ 0.59245489 0.63886578 0.47432592 0.47950244 0.41676342 0.32408418 0.35737805 0.60720999 0.53243792 0.43466564] [ 2.99497454] [ 0.60999132 0.38919112 0.43206286 0.45952285 0.41777628 0.24802848 0.41427199 0.52827742 0.29738451 0.32523337] [-0.12262056] [ 0.5603088 0.5057141 0.56389957 0.37690624 0.5827501 0.37063369 0.40211004 0.57327269 0.40712501 0.45579086] [-0.76017165] [ 0.39473725 0.55667514 0.43634062 0.68387943 0.40689023 0.45922791 0.42423845 0.46582309 0.4826774 0.369227 ] [-0.77394489] [ 0.58263707 0.63746993 0.4601338 0.48286772 0.59250797 0.41389794 0.46754549 0.45856953 0.33645406 0.55374933] [-0.95018681] [ 0.68376054 0.78911758 0.42937157 0.62098722 0.45563378 0.44431339 0.42710261 0.66685378 0.60735622 0.49632747] [ 0.33967397] [ 0.49393097 0.65970845 0.55308244 0.34160255 0.44679353 0.53534764 0.44506256 0.39864008 0.46243493 0.58693796] [-0.59449543] [ 0.44273727 0.4080835 0.67107999 0.47066014 0.44270524 0.63817825 0.41907748 0.54097043 0.34844547 0.49443244] [-0.40857539] [ 0.64524298 0.30323057 0.66896202 0.27790832 0.59682359 0.34573423 0.48499016 0.46388894 0.25752977 0.45484254] [-0.38644882] [ 0.31799321 0.41963306 0.49805241 0.61011048 0.46875998 0.69304687 0.51980261 0.56238635 0.378678 0.47904176] [-0.51204494] [ 0.44905812 0.53296176 0.57622692 0.42771478 0.54865847 0.43948281 0.48300721 0.54381977 0.4307323 0.6806074 ] [ 2.29214129] [ 0.7031884 0.72199318 0.42726044 0.40605226 0.36618657 0.28495045 0.49487659 0.6846922 0.53741658 0.40322614] [ 0.00883528] [ 0.65882091 0.44917371 0.52769843 0.28689103 0.49923297 0.24690125 0.41475121 0.51468241 0.26181125 0.46654938] [-0.40400673] [ 0.60794614 0.70935937 0.45150324 0.49695549 0.32154789 0.3625399 0.42245187 0.5406727 0.56584516 0.48333259] [-0.00384739] [ 0.39313057 0.37586766 0.65072097 0.39674268 0.5508281 0.52344934 0.47850001 0.49211525 0.53148793 0.4787851 ] [-0.53319292] [ 0.46459472 0.24956291 0.64241221 0.4008773 0.53143195 0.50968307 0.49937161 0.5722787 0.34131613 0.34984161] [ 1.4058364] [ 0.70990511 0.53585525 0.57741061 0.52428405 0.49122759 0.32862971 0.40129162 0.66576503 0.37984477 0.33579294] [-0.59644689] [ 0.34499437 0.24975935 0.70068729 0.37634003 0.5184736 0.51912901 0.44346035 0.31008509 0.37663071 0.35683087] [-0.26728684] [ 0.5076597 0.65616574 0.29674502 0.57180519 0.33862402 0.34505478 0.40784574 0.59708565 0.39958527 0.44822598] [-0.74985297] [ 0.46918222 0.75079191 0.43927688 0.66841885 0.28421474 0.48592668 0.45414069 0.57244703 0.6795094 0.50684734] [-0.25937213] [ 0.78088488 0.74594597 0.50789291 0.49595682 0.51268291 0.33956905 0.48518949 0.62472451 0.6322328 0.37973852] [-0.93324882] [ 0.68298815 0.7370838 0.49516739 0.50910551 0.5017972 0.47497233 0.4353208 0.73117813 0.57188381 0.5545302 ] [-0.050725] [ 0.50259531 0.64702756 0.41014278 0.60546487 0.3807179 0.45638133 0.44778465 0.63321311 0.5842841 0.3157688 ] [-0.41716791] [ 0.36799134 0.54139979 0.41080428 0.61235579 0.33656917 0.68225627 0.35398851 0.71348147 0.56469605 0.39964344] [ 2.18355097] [ 0.72394168 0.44214558 0.54022981 0.36802271 0.5880066 0.34918378 0.48076122 0.55250028 0.27924169 0.46561555] [ 0.36573342] [ 0.70064148 0.61518675 0.41965828 0.40759416 0.47594673 0.21427204 0.36218995 0.54954045 0.46677173 0.45415304] [ 0.1648052] [ 0.47577152 0.32209744 0.61051359 0.28965909 0.57682504 0.59218206 0.48492209 0.59966603 0.37681194 0.41461533] [ 1.0390241] [ 0.54332226 0.614048 0.43669901 0.58039789 0.31990467 0.29822652 0.45340518 0.60310689 0.46336099 0.39942269] [-0.57113348] [ 0.55906334 0.5156449 0.47495853 0.59435868 0.52139766 0.45965364 0.42419741 0.56152297 0.38297343 0.44721858] [ 0.4019805] [ 0.36492705 0.77098142 0.38690968 0.67265677 0.34214786 0.58690826 0.44050292 0.58164662 0.58209774 0.52385628] [-0.68006846] [ 0.3502444 0.39003172 0.60004972 0.65824587 0.35090859 0.52690272 0.48419885 0.47923302 0.51006151 0.41288548] [-0.38859796] [ 0.50925068 0.74394033 0.38722935 0.65464693 0.33148386 0.5468354 0.32643088 0.73571602 0.66568303 0.56156686] [-0.65863055] [ 0.54835079 0.63056777 0.43947361 0.61201259 0.28758182 0.3399711 0.35820955 0.54184326 0.51676262 0.43092166] [ 0.203365] [ 0.4089609 0.49208316 0.61400159 0.60234221 0.44042896 0.51161229 0.33604722 0.48663797 0.51207933 0.44524072] [-0.83952836] [ 0.4952257 0.68513463 0.45225629 0.56199048 0.34817229 0.38020926 0.45160116 0.5117694 0.59431721 0.56046902] [-0.24550104] [ 0.49361534 0.4815211 0.4826184 0.62243703 0.41928094 0.61619621 0.49984729 0.58040778 0.45432161 0.49810165] [-0.57493509] [ 0.54751708 0.63374742 0.5692676 0.39903693 0.46728429 0.50649959 0.56627197 0.48483421 0.61914036 0.46595918] [ 1.73067679] [ 0.59273889 0.62677673 0.44504708 0.51445696 0.43573996 0.47147839 0.51169552 0.62157862 0.48778221 0.45058757] [ 0.12557966] [ 0.53511925 0.58002621 0.49950903 0.4722144 0.35601817 0.34023275 0.52503878 0.55008453 0.48649113 0.43879168] [ 0.21527619] [ 0.53678631 0.53588524 0.56539067 0.59212423 0.50737048 0.42336008 0.43928274 0.58291429 0.42977689 0.51470757] [-0.46110218] [ 0.3158219 0.72494095 0.47269548 0.65000064 0.36628386 0.58351745 0.41150358 0.45381503 0.65073557 0.57650998] [ 0.3498651] [ 0.60509393 0.64828837 0.456363 0.53989666 0.47211419 0.41413356 0.46593974 0.53187401 0.59855163 0.49411389] [ 0.08852213] [ 0.41963036 0.44420713 0.48568871 0.58916953 0.51743353 0.68350862 0.45871741 0.51288856 0.3908862 0.5095743 ] [-0.07183761] [ 0.47204578 0.27030728 0.61024264 0.43906802 0.56591177 0.32153663 0.42626709 0.41825904 0.29699678 0.5457402 ] [-0.83380729] [ 0.47606784 0.63731314 0.40728321 0.62053697 0.32308016 0.36635347 0.46653 0.56851086 0.55581383 0.35431579] [-0.40219561] [ 0.68522995 0.77637263 0.42737146 0.40788452 0.38596022 0.26537865 0.47262256 0.57668952 0.59609196 0.45977139] [-0.2154505] [ 0.43273651 0.27265079 0.67988153 0.32251096 0.57934385 0.59793577 0.4346419 0.42883041 0.27695605 0.48786062] [-0.60973689] [ 0.3128358 0.51513008 0.54822166 0.4801314 0.49707919 0.63549213 0.38468611 0.42689214 0.42950333 0.48978985] [ 3.37263324] [ 0.67872771 0.77513163 0.44049325 0.46627579 0.39581155 0.40020298 0.40367252 0.715924 0.60884277 0.49654406] [ 0.13869233] [ 0.42256881 0.48447897 0.56464923 0.41007954 0.53264254 0.45825285 0.42003532 0.39182906 0.43684995 0.49657893] [ 0.3548557] [ 0.72498586 0.49900538 0.47663982 0.46509242 0.35132303 0.22040355 0.42137875 0.58619235 0.40731711 0.3289731 ] [-0.11729138] [ 0.41839039 0.45644818 0.42769049 0.63348282 0.44464975 0.32407478 0.40488701 0.52984302 0.37481631 0.33031078] [-0.95201018] [ 0.58662235 0.78864313 0.32493204 0.58706053 0.35840112 0.39756575 0.28207543 0.70431779 0.58810942 0.51942569] [-0.80927923] [ 0.53020204 0.69912832 0.46891437 0.69436635 0.33351125 0.4393207 0.43727164 0.50452915 0.63485001 0.45097633] [ 0.07597034] [ 0.51707197 0.39935149 0.58164942 0.43926864 0.5118183 0.41067479 0.46019488 0.58866189 0.35154788 0.44928927] [ 1.28037526] [ 0.519858 0.46591256 0.54276204 0.37793475 0.54552754 0.62748963 0.3980279 0.57989357 0.50105146 0.49427161] [ 0.69802186] [ 0.58713547 0.74698336 0.4246467 0.43916006 0.47049683 0.52358447 0.57148099 0.60978513 0.61029216 0.48107662] [-0.73356141] [ 0.36984302 0.3900285 0.62328951 0.41131494 0.46431453 0.52426005 0.45873787 0.41623967 0.45042376 0.44661815] [-0.59445488] [ 0.36226967 0.57911364 0.56897358 0.5121728 0.42674129 0.55365779 0.41814042 0.40894965 0.51075812 0.5546574 ] [-0.18434214] [ 0.64691795 0.47599947 0.50330865 0.36009756 0.51457318 0.45891053 0.50200518 0.70818637 0.45543592 0.60779863] [-0.24715996] [ 0.47487939 0.12182564 0.72398958 0.35544044 0.60877089 0.3522032 0.50279881 0.45365771 0.14658624 0.27759682] [ 1.46919939] [ 0.46498258 0.3649414 0.51820687 0.46789355 0.43454418 0.64101101 0.42358316 0.72469196 0.44299336 0.3535259 ] Progress: 2.0% ... Training loss: 0.828 ... Validation loss: 1.271[-1.01862561] [ 0.57976188 0.73600492 0.46001848 0.56127841 0.4526577 0.5104403 0.42658374 0.68115006 0.55463956 0.53747833] [-0.39218992] [ 0.49486793 0.70130236 0.49155421 0.58434723 0.25757053 0.53018773 0.4040448 0.67387186 0.51220515 0.50739342] [-0.83502786] [ 0.50241973 0.73841977 0.37752529 0.72910259 0.26740705 0.31998412 0.40718417 0.59242757 0.55442801 0.69163316] [-0.33748227] [ 0.48469875 0.59359836 0.50394314 0.53864315 0.3885016 0.51096043 0.41157881 0.57925207 0.41517204 0.40216353] [ 1.20803577] [ 0.47705987 0.52062463 0.46403003 0.41545053 0.52296551 0.41615941 0.58825656 0.54020455 0.43905575 0.4164132 ] [-1.05097364] [ 0.48654117 0.68038322 0.43872938 0.58819657 0.39017115 0.3335222 0.36916988 0.52274885 0.61772368 0.4077821 ] [ 1.07736348] [ 0.58210229 0.49927794 0.49803764 0.42710703 0.42920103 0.20243592 0.33141368 0.59722847 0.34082206 0.31733232] [ 1.44844592] [ 0.6961425 0.60111063 0.46717978 0.39888014 0.42551377 0.19474008 0.36521639 0.55694146 0.42941999 0.39051242] [-0.62529032] [ 0.40996923 0.76740828 0.3721387 0.74985295 0.28720407 0.5194529 0.47168936 0.71670156 0.61276853 0.7122723 ] [-0.82085305] [ 0.36240122 0.38959488 0.63474028 0.50232862 0.41399592 0.58523465 0.43794972 0.56278295 0.42640269 0.49151008] [-0.37183264] [ 0.3531945 0.45513474 0.51822572 0.41331259 0.45412226 0.51734869 0.49000032 0.56615054 0.39164756 0.42184066] [ 0.05134645] [ 0.37013756 0.33970464 0.61505265 0.58547277 0.39025754 0.4826723 0.37230331 0.4082097 0.4215428 0.39952607] [-0.45876807] [ 0.46013097 0.50749099 0.39015558 0.47300079 0.38050209 0.35859011 0.39447107 0.52139819 0.45273404 0.34998599] [-0.36271546] [ 0.47904821 0.59054322 0.37821162 0.46321027 0.34857189 0.36618714 0.38165035 0.49244349 0.50097151 0.3719763 ] [ 0.10294492] [ 0.50028379 0.53858449 0.62370479 0.46147728 0.47466929 0.510838 0.44888462 0.60850214 0.58563448 0.54496522] [-0.64097001] [ 0.34192581 0.63488496 0.45034489 0.67623872 0.40143891 0.6390412 0.45741743 0.52291389 0.49582019 0.5678564 ] [-0.69783446] [ 0.41763088 0.60002131 0.5176578 0.49770039 0.33513615 0.66473304 0.41845753 0.54257403 0.50792416 0.56915704] [-0.71411385] [ 0.50953113 0.77693415 0.38718951 0.71947773 0.35453122 0.61391943 0.36009107 0.64424524 0.56025711 0.65032664] [ 0.56073863] [ 0.56081723 0.72824715 0.4524111 0.51659494 0.39814642 0.34766885 0.41194385 0.57132617 0.5325126 0.47167645] [-0.59120852] [ 0.58401822 0.46225019 0.64302434 0.27836214 0.55408385 0.54275285 0.43674582 0.55167651 0.4585119 0.54972764] [-0.49919477] [ 0.3641225 0.75013027 0.42952747 0.63046517 0.39228719 0.65810137 0.3686738 0.6001731 0.52028696 0.61580211] [ 2.01103311] [ 0.63036389 0.72123024 0.41092389 0.39275938 0.33230263 0.26540541 0.44909642 0.63490924 0.50093467 0.5649716 ] [-0.0114141] [ 0.67118231 0.54828746 0.54893465 0.39181895 0.47540026 0.44507327 0.50724323 0.59879825 0.45615867 0.39173951] [-1.00074261] [ 0.43874784 0.72726818 0.39464126 0.65334488 0.22462002 0.43921554 0.41434987 0.58532961 0.58754687 0.46314934] [-1.12102692] [ 0.60090379 0.72704123 0.45747738 0.45884245 0.31009229 0.38820157 0.4665227 0.53987295 0.63318904 0.4992131 ] [-1.0412061] [ 0.63821192 0.65291659 0.53018619 0.63391337 0.47259161 0.50519277 0.39578032 0.65921227 0.46666566 0.52684212] [ 0.45885799] [ 0.69377165 0.57338993 0.4484556 0.45853025 0.3487995 0.29748598 0.40605615 0.54367184 0.52566061 0.33013479] [-1.02801087] [ 0.52950963 0.72909452 0.39450347 0.60105927 0.30998583 0.43142171 0.36610638 0.61398024 0.57827208 0.53445333] [ 0.47545997] [ 0.58312462 0.62218706 0.51721873 0.40231914 0.4144591 0.35513834 0.49465235 0.61857297 0.48991804 0.46400193] [-0.75434003] [ 0.58936942 0.58711483 0.55956563 0.52723997 0.46508441 0.49819975 0.49668036 0.60498359 0.36378277 0.60811021] [ 0.49363349] [ 0.71077307 0.50265203 0.54199517 0.28565504 0.53381443 0.26244569 0.51659597 0.4739985 0.47106642 0.34684514] [-0.28590439] [ 0.67980824 0.64444707 0.45893581 0.4853206 0.31573694 0.26660535 0.45744567 0.63391707 0.48286555 0.37149711] [ 0.0319474] [ 0.69316361 0.73700731 0.50280454 0.37202392 0.4742907 0.35879621 0.50918032 0.70071156 0.50919687 0.47471835] [ 1.987433] [ 0.47165368 0.70403509 0.42953747 0.58484432 0.38941365 0.43540829 0.32177054 0.52291862 0.63555672 0.4980912 ] [ 0.31995874] [ 0.63591686 0.40033872 0.62197288 0.32771899 0.55790111 0.39196318 0.44136142 0.57206286 0.35979209 0.52930309] [-0.49252178] [ 0.40666609 0.37099307 0.60484311 0.49921045 0.35060508 0.55216073 0.46491965 0.46959089 0.42325042 0.37588418] [-0.82218659] [ 0.37634965 0.68929954 0.47599982 0.6709338 0.44881699 0.5351019 0.40142934 0.52371006 0.5458101 0.5767451 ] [-0.32257191] [ 0.63520173 0.71946588 0.55247598 0.69978493 0.42162108 0.44614656 0.41583013 0.66145994 0.59041531 0.3987497 ] [-0.32135] [ 0.33005987 0.65952627 0.46754842 0.6748325 0.35750126 0.50668809 0.42459982 0.49068485 0.55487836 0.60837397] [-0.75981512] [ 0.31078072 0.45342475 0.54303872 0.62563985 0.45096653 0.54578247 0.47197656 0.45317601 0.52915252 0.3869412 ] [-0.59437819] [ 0.56979137 0.28593744 0.71057437 0.40076483 0.54086951 0.42850246 0.41438426 0.4902094 0.38762123 0.34984295] [ 2.12111706] [ 0.62493268 0.68686649 0.40158855 0.44517327 0.37299682 0.25306602 0.41711871 0.61815733 0.53852742 0.37123921] [-0.66216512] [ 0.66848614 0.75970649 0.43219211 0.64727557 0.40326001 0.46602505 0.36419625 0.76432899 0.63448782 0.48232229] [-0.82936763] [ 0.576168 0.76208161 0.5187448 0.54018823 0.4216842 0.48972549 0.43971289 0.56368523 0.52333242 0.52565688] [-0.43023928] [ 0.35083111 0.56002571 0.45256296 0.60085533 0.39152523 0.53553673 0.43336662 0.55494533 0.47947887 0.57029033] [-0.01173059] [ 0.44918522 0.6671077 0.40742271 0.67828518 0.35282007 0.56704783 0.51690339 0.67668764 0.48340194 0.37505534] [ 0.10759256] [ 0.6587228 0.61256972 0.41475165 0.49887957 0.49508703 0.31935591 0.49443553 0.56172091 0.45629589 0.5511081 ] [-1.15132046] [ 0.63821727 0.60205225 0.52661917 0.40217267 0.46550418 0.49836689 0.5390992 0.60368874 0.59962657 0.38963725] [-0.97474751] [ 0.43671894 0.55023575 0.5579526 0.47277956 0.3719579 0.49127976 0.48565213 0.55651861 0.58091613 0.49066443] [ 0.39186161] [ 0.4447674 0.44757528 0.61861513 0.43520106 0.45056169 0.56323956 0.4983563 0.50901296 0.45139325 0.46519883] [-0.50192502] [ 0.34005175 0.49792508 0.47344811 0.42960423 0.49751566 0.53256945 0.36705569 0.51868721 0.39308321 0.47597459] [ 0.23305163] [ 0.67974375 0.8035274 0.37007501 0.4775388 0.36537353 0.49561204 0.48476297 0.63591038 0.53170496 0.54855261] [ 0.35323384] [ 0.4340424 0.45483452 0.6093487 0.60600702 0.36520337 0.55986177 0.40918993 0.54490879 0.60922868 0.38361911] [ 0.90484433] [ 0.68642961 0.58422297 0.50490008 0.50792145 0.4941657 0.29219126 0.48544017 0.67998036 0.50214955 0.29303173] [-0.5121334] [ 0.47766652 0.54685327 0.5973905 0.52589269 0.44160814 0.58176855 0.5178326 0.58878991 0.39668009 0.40292604] [ 0.320426] [ 0.52136072 0.67774296 0.43301507 0.56325813 0.41126394 0.46210333 0.4486384 0.69591597 0.47947282 0.50295161] [-0.05637939] [ 0.5406659 0.32873454 0.63713636 0.46704796 0.41814743 0.50327891 0.41521761 0.53515723 0.41786163 0.34797081] [ 0.36334976] [ 0.38365056 0.70000647 0.39187669 0.67850836 0.38726159 0.6658269 0.43769387 0.50546997 0.66827439 0.59010259] [ 1.14863474] [ 0.7282734 0.56011794 0.5012257 0.37389578 0.5198005 0.28028937 0.49071509 0.63455206 0.51986182 0.29873109] [-0.61530393] [ 0.55726829 0.53598831 0.42770005 0.58467891 0.34642487 0.48262366 0.4509617 0.68947979 0.47866541 0.33939737] [-0.50779534] [ 0.58420776 0.78198298 0.51661679 0.62100787 0.35417825 0.54613295 0.46231029 0.63432694 0.6097768 0.56777163] [ 0.67763216] [ 0.3205307 0.4688757 0.53993064 0.44172861 0.47046577 0.52911527 0.46879028 0.52356613 0.37261867 0.41089919] [-0.73842177] [ 0.34718147 0.25880335 0.70550488 0.36709293 0.53454474 0.58975284 0.44765752 0.47592235 0.30064331 0.48997007] [ 0.76777837] [ 0.50727339 0.60641821 0.46811952 0.61242224 0.35804104 0.43320624 0.50050924 0.64221469 0.59356868 0.31041513] [-0.46380466] [ 0.70826539 0.76398075 0.42702838 0.35048417 0.34594438 0.33014394 0.4443394 0.67176526 0.57122247 0.49471641] [-0.99515084] [ 0.42890635 0.60261616 0.38902574 0.63037796 0.39433639 0.25042194 0.34173134 0.42034567 0.45485395 0.34696845] [-0.44785427] [ 0.4093353 0.31537707 0.71205619 0.42300626 0.54053246 0.45868288 0.48313536 0.39505154 0.44016107 0.51473445] [-1.14485855] [ 0.63846814 0.73704495 0.40405216 0.62315546 0.45563671 0.41713448 0.39233934 0.6923002 0.61479989 0.44567101] [-0.54895624] [ 0.69414076 0.61694754 0.57397488 0.60949298 0.51665152 0.35296229 0.37605946 0.66722003 0.5269054 0.51977091] [ 1.02623833] [ 0.55292158 0.68930883 0.40017081 0.64585504 0.27538109 0.30687121 0.41988921 0.61921263 0.50325595 0.43564194] [-1.03946606] [ 0.51320943 0.75368955 0.37898107 0.63770852 0.38421913 0.25564801 0.36520051 0.55388906 0.49612608 0.60154281] [-0.78169489] [ 0.33757434 0.58442328 0.54902288 0.49317714 0.35611703 0.62380994 0.36452452 0.44997466 0.4312457 0.538071 ] [ 0.20432288] [ 0.45009338 0.73468165 0.51213707 0.59676686 0.39178824 0.54741046 0.48623768 0.62650307 0.63796972 0.52469287] [ 0.04487057] [ 0.69472977 0.330652 0.64370394 0.37756297 0.64628802 0.3325585 0.35697476 0.53137511 0.27528393 0.45768191] [-0.86386707] [ 0.39853028 0.4192241 0.55527876 0.61884999 0.47845849 0.58439154 0.55311276 0.52647229 0.45212258 0.31682332] [ 0.97398748] [ 0.5368698 0.64171049 0.49374731 0.49050199 0.43669924 0.50822362 0.54837298 0.59490249 0.51927059 0.41010579] [ 1.19104299] [ 0.71212432 0.60131916 0.48584251 0.24103579 0.38968799 0.28464285 0.51254969 0.57126059 0.48463363 0.40231145] [ 1.53361396] [ 0.67495592 0.44262099 0.50960886 0.3612648 0.40833621 0.22809241 0.35684081 0.51788857 0.28528667 0.27799307] [-0.93602307] [ 0.44008575 0.71823018 0.50106197 0.62764237 0.2479733 0.45207427 0.39415819 0.57682283 0.51593328 0.49196908] [ 0.79358811] [ 0.47640323 0.45866122 0.51820216 0.47181458 0.50329536 0.36651805 0.42990639 0.44461411 0.3204415 0.64968718] [-0.13525348] [ 0.46194536 0.56413812 0.64580576 0.47139608 0.55292333 0.50450929 0.46117571 0.40197849 0.55986036 0.55154486] [ 1.85187505] [ 0.42437382 0.63179124 0.47405617 0.59567598 0.38130502 0.47344138 0.34450876 0.56554802 0.70199037 0.47414578] [-0.75641169] [ 0.5963633 0.76378437 0.36195141 0.67978741 0.31157651 0.28329578 0.43057449 0.5510375 0.60010939 0.52265316] [ 1.93106064] [ 0.71915792 0.65506751 0.45213005 0.37755529 0.49234781 0.48486915 0.5096194 0.63913932 0.4697068 0.48176693] [ 1.88138679] [ 0.7110582 0.57404172 0.5465326 0.33672059 0.46734103 0.29359396 0.54473785 0.61046194 0.46167846 0.37871363] [-0.45666972] [ 0.59699227 0.43887709 0.56257714 0.5793135 0.53189645 0.37133784 0.50473128 0.62105634 0.36168466 0.29919372] [-0.41311678] [ 0.69989253 0.6291526 0.58556274 0.29597154 0.51906042 0.4817278 0.51849142 0.7126841 0.44334595 0.51811045] [-0.81611929] [ 0.5051474 0.75447835 0.46700424 0.5749525 0.43121881 0.54676351 0.43184667 0.6221619 0.66172537 0.58315226] [-0.81712651] [ 0.31610778 0.54254594 0.42096914 0.48916081 0.49645809 0.47956746 0.42074738 0.39893299 0.41737201 0.42711649] [-0.45846751] [ 0.43708171 0.49328229 0.55651702 0.58124899 0.39792891 0.55378307 0.54883912 0.57773395 0.44827306 0.30492812] [ 0.59449447] [ 0.5464099 0.52379781 0.49275073 0.44893463 0.60090648 0.43485516 0.45360955 0.45932985 0.45887421 0.42140285] [ 4.02963764] [ 0.71787144 0.73981861 0.39489007 0.27025081 0.36508653 0.312377 0.44367562 0.66320951 0.51692353 0.44940626] [-0.3335978] [ 0.37223076 0.53884928 0.46778669 0.6046159 0.44133861 0.56963556 0.50980597 0.66777975 0.40316011 0.36675829] [-0.77773103] [ 0.3668646 0.48965206 0.51948696 0.65700218 0.49101731 0.63856399 0.50882538 0.49176764 0.47796355 0.50045111] [ 0.82486821] [ 0.3965254 0.62638856 0.43524414 0.59421254 0.32905682 0.35963342 0.42240384 0.52639935 0.44354682 0.53928023] [-0.19289078] [ 0.69873943 0.66752226 0.4467456 0.31470926 0.4487623 0.37570258 0.5154459 0.5361691 0.52933617 0.44870719] [-0.16111687] [ 0.60566372 0.7243701 0.44744578 0.54680612 0.44574349 0.42962781 0.41140958 0.72574549 0.6290476 0.42616539] [-0.80950644] [ 0.45470881 0.60100861 0.60874417 0.46925567 0.49450565 0.59683078 0.40755902 0.60693869 0.49459042 0.5952557 ] [ 0.08976004] [ 0.53740606 0.67053267 0.45482702 0.61693773 0.40045498 0.3343158 0.44264643 0.66243027 0.55670051 0.57716061] [-0.95713836] [ 0.43101052 0.61566814 0.47525179 0.65653864 0.38862237 0.37703171 0.33045685 0.51033227 0.51084084 0.41008311] [-0.5885973] [ 0.50468219 0.64629104 0.40901368 0.70608872 0.31599078 0.32019777 0.41831219 0.49813716 0.63802378 0.49295176] [ 2.41050584] [ 0.49122432 0.74484048 0.40137696 0.58157174 0.39471594 0.48506519 0.41824359 0.6336351 0.66379336 0.51844972] [ 1.65629541] [ 0.59777271 0.5658819 0.43000683 0.39782481 0.4791026 0.20303931 0.36256483 0.50683823 0.45005149 0.32416484] [ 0.67814359] [ 0.45313068 0.51858058 0.5477585 0.4971369 0.43622995 0.45698905 0.50789527 0.42762472 0.59527167 0.34667918] [-0.69670596] [ 0.36374148 0.64443876 0.55496341 0.63429729 0.35425671 0.5728514 0.38009923 0.51961177 0.5190435 0.53440953] [-0.96326921] [ 0.45688416 0.71708802 0.38119831 0.57377145 0.35571906 0.40187571 0.34308468 0.6259071 0.49205797 0.52305937] [ 1.48142992] [ 0.46823166 0.75516979 0.35654727 0.54707035 0.28546375 0.26116264 0.40000946 0.58826614 0.5895355 0.38601428] [-0.44405037] [ 0.44395551 0.58831797 0.50730264 0.51264925 0.31082023 0.4323169 0.4919983 0.4991735 0.55150232 0.38161852] [-0.2547399] [ 0.64536307 0.48108675 0.58853883 0.40805781 0.55064122 0.37977344 0.39526457 0.5946852 0.52050505 0.42595026] [ 0.09350567] [ 0.4900191 0.560519 0.43248462 0.60595944 0.34535292 0.31605258 0.37014098 0.48760828 0.59811712 0.29658487] [-0.95795083] [ 0.38148936 0.45352598 0.61613861 0.56890692 0.33892353 0.56209761 0.44310111 0.46714479 0.46216796 0.41620839] [ 0.11706799] [ 0.61070319 0.58195855 0.48359816 0.42762291 0.39284059 0.33269151 0.46859223 0.67568511 0.46389066 0.42816519] [-0.20221501] [ 0.51649734 0.43960774 0.51367462 0.37590661 0.45325286 0.47014068 0.39628147 0.5704782 0.33941137 0.4481348 ] [-0.67877212] [ 0.50077938 0.36273429 0.58316962 0.57369721 0.51793117 0.67204563 0.47806892 0.61551006 0.35899722 0.46092845] [-0.41175056] [ 0.66710187 0.75145916 0.48637947 0.45235274 0.4666834 0.43011978 0.58619576 0.6399621 0.62755794 0.47121231] [ 0.09658101] [ 0.66761008 0.62255779 0.45287048 0.43923319 0.34413677 0.25638576 0.4017459 0.45917344 0.51908981 0.35976667] [ 0.00253746] [ 0.62673509 0.51219646 0.48596456 0.53051919 0.44949734 0.43726563 0.55133709 0.6749045 0.41871024 0.64239094] [-0.84669493] [ 0.34930443 0.36208796 0.67681319 0.58237817 0.44154647 0.66980941 0.50459204 0.49188467 0.38245265 0.38746709] [-0.70082179] [ 0.33334988 0.57863486 0.50021178 0.58181841 0.4903322 0.58319818 0.5356164 0.51558095 0.49824922 0.54367667] [ 0.04923719] [ 0.48907041 0.31274991 0.60239367 0.3200229 0.50103733 0.62707224 0.43500143 0.61664948 0.31344669 0.40672308] [ 0.04598367] [ 0.35998523 0.57255106 0.48207565 0.60003956 0.44860836 0.51526446 0.35876114 0.54672049 0.65137725 0.4476644 ] [-0.93241883] [ 0.60315999 0.64412806 0.46461089 0.65647516 0.37492642 0.33781943 0.42130299 0.49233993 0.56631885 0.35298552] [-0.23659415] [ 0.61140209 0.53672294 0.53438738 0.41366762 0.49467547 0.24539045 0.48630653 0.49459906 0.58664675 0.31999913] [-0.57433359] [ 0.41508288 0.62928901 0.34762152 0.74757936 0.31331595 0.32691035 0.51337138 0.62916962 0.48575235 0.63823061] [-0.78440874] [ 0.43350379 0.66243512 0.39355893 0.67962726 0.44650454 0.46774569 0.42533842 0.42050695 0.46043487 0.49283974] [ 0.7057705] [ 0.62073547 0.57583626 0.55889962 0.44165461 0.53666729 0.44702717 0.50585016 0.57786968 0.48264351 0.48425868] [ 0.4945793] [ 0.4168328 0.61579798 0.45180262 0.50563098 0.31981578 0.36942066 0.44135959 0.53191956 0.4784277 0.41339895] [-0.88171293] [ 0.33751514 0.41720026 0.64995063 0.50390299 0.41471988 0.59567933 0.43247015 0.47969144 0.49331223 0.46298101] Progress: 2.3% ... Training loss: 0.805 ... Validation loss: 1.308[-0.21535684] [ 0.34973514 0.72606845 0.39688596 0.64651658 0.31764664 0.63224533 0.49735143 0.6138949 0.62513529 0.46347185] [-0.63252468] [ 0.46618087 0.30957603 0.60142649 0.24464983 0.51690761 0.46993604 0.53566774 0.51794927 0.30939268 0.26404545] [ 0.68293741] [ 0.34178966 0.6052154 0.47506164 0.4418381 0.46784181 0.51531885 0.51384371 0.58601654 0.47566874 0.45444279] [ 0.07020177] [ 0.36710863 0.39933353 0.59907324 0.38614077 0.46153553 0.51181906 0.46222568 0.43270001 0.44293657 0.55322807] [ 0.30813741] [ 0.62914081 0.6566945 0.48764157 0.5175396 0.37652653 0.30861585 0.38095255 0.52687425 0.57507812 0.42137969] [-0.153929] [ 0.58358395 0.72148679 0.40099989 0.5692645 0.30425476 0.31350177 0.40970866 0.59725173 0.59640553 0.46413743] [-0.85128874] [ 0.42920705 0.50259798 0.47387347 0.49837561 0.56140609 0.4780817 0.46124267 0.52732913 0.37189315 0.45627532] [-0.77980898] [ 0.42126798 0.56696226 0.45085492 0.56970677 0.33697238 0.56919539 0.39128498 0.67079673 0.51664586 0.47839521] [-0.79915238] [ 0.45289727 0.64417022 0.48321934 0.6360306 0.4986135 0.41611019 0.39968064 0.38937419 0.45690453 0.49763838] [ 0.0161285] [ 0.41636807 0.50713199 0.46774775 0.52615565 0.4083444 0.64863299 0.4913994 0.69777962 0.58867271 0.43530288] [-0.91933269] [ 0.44389365 0.745716 0.39929346 0.62322111 0.30762634 0.3813061 0.433358 0.57085921 0.50504981 0.53847684] [ 1.97868751] [ 0.60360839 0.51241203 0.55481757 0.36974446 0.46279088 0.43202438 0.41446 0.57194624 0.36571816 0.44173365] [ 0.71400736] [ 0.52190939 0.42702419 0.57844435 0.40698444 0.49490267 0.49592029 0.41712458 0.50756258 0.38665044 0.42391283] [-0.20498555] [ 0.35990168 0.54030171 0.41611906 0.58995468 0.43828689 0.53968062 0.39683771 0.37831416 0.50950955 0.40536231] [-0.38070341] [ 0.31973576 0.48882103 0.58740002 0.56828905 0.46152337 0.52556199 0.47455607 0.46386703 0.43088244 0.55397022] [-0.55870478] [ 0.38912469 0.69907867 0.42760002 0.60546972 0.43077267 0.70135706 0.30086684 0.64241369 0.58900609 0.62946822] [-0.00175218] [ 0.69063482 0.75895837 0.47936763 0.52346901 0.444995 0.33744054 0.41915255 0.75268941 0.56694877 0.45663656] [-0.42587908] [ 0.56262101 0.6831703 0.46926205 0.3893783 0.52293405 0.38460454 0.41619982 0.60555722 0.56075821 0.54845067] [-0.92046177] [ 0.55609862 0.66212507 0.450635 0.52032658 0.35170287 0.31198591 0.36086661 0.60485204 0.49169091 0.39548489] [ 1.20929855] [ 0.60438258 0.60191353 0.4445496 0.65715589 0.37601113 0.35380641 0.48668846 0.63978805 0.47961318 0.32075288] [ 1.32620492] [ 0.66232956 0.71905191 0.47600268 0.38621308 0.42999206 0.40550915 0.55052182 0.67253681 0.51881838 0.50660858] [ 1.59468328] [ 0.68152646 0.57581575 0.45763614 0.36416539 0.39955788 0.21845928 0.39610859 0.58531466 0.38602798 0.31609483] [ 3.05591868] [ 0.76519997 0.5602576 0.50427058 0.28578101 0.51247452 0.23633714 0.56976667 0.6222723 0.46726435 0.37315177] [-0.30238338] [ 0.34029571 0.56347611 0.4446975 0.60418872 0.39979423 0.55353976 0.42941339 0.53996928 0.4741512 0.58294119] [ 1.53897317] [ 0.50002998 0.63227464 0.40165487 0.59932359 0.38290194 0.2851423 0.39251475 0.52440897 0.52715595 0.31026513] [-0.65703718] [ 0.386472 0.66978766 0.42941021 0.58097723 0.37395334 0.60069481 0.36811642 0.54333898 0.56308441 0.47522609] [ 1.4033044] [ 0.64002984 0.49996204 0.50974594 0.39588464 0.44857398 0.44256099 0.4981661 0.64835138 0.42751059 0.31301306] [ 0.87646596] [ 0.6384998 0.63857918 0.44058192 0.47649569 0.32118684 0.25109027 0.43359506 0.65457045 0.47146301 0.41549346] [-0.16907914] [ 0.54146539 0.6330507 0.50620811 0.65092109 0.51528288 0.41110115 0.35749066 0.54561114 0.63761015 0.36918296] [ 0.23118232] [ 0.68034512 0.52661403 0.43239837 0.40806147 0.46776539 0.22006721 0.42720334 0.49930002 0.55242247 0.24527551] [-0.66609608] [ 0.39482461 0.49379356 0.62863779 0.48816704 0.464182 0.5461094 0.40170147 0.45499485 0.38027923 0.5039445 ] [-0.23608754] [ 0.7914132 0.77579487 0.38558263 0.44186063 0.29832215 0.22093593 0.46020675 0.56181309 0.58940955 0.32573965] [-0.6205289] [ 0.65328485 0.53431504 0.54610967 0.43385233 0.53396746 0.43933114 0.450081 0.52807236 0.3151837 0.47142371] [-1.0630899] [ 0.56977942 0.61271051 0.40700319 0.6547299 0.29427692 0.25267109 0.36323879 0.4802819 0.4969071 0.3932636 ] [ 0.14750767] [ 0.44051851 0.38776824 0.52729566 0.36552322 0.4770693 0.57357421 0.3914852 0.52005465 0.39434036 0.39142327] [-0.80154235] [ 0.45374344 0.75535997 0.43651537 0.54044795 0.27925982 0.46237426 0.44345564 0.59312222 0.62451818 0.56288462] [-0.73940526] [ 0.4794492 0.48145939 0.50673611 0.46871872 0.45912062 0.60412141 0.45058851 0.69093678 0.48359707 0.60993132] [-0.116913] [ 0.63221471 0.61254319 0.51959723 0.47859965 0.4997113 0.37764717 0.46975842 0.63452415 0.46880481 0.43190732] [ 0.73632459] [ 0.57797523 0.71787758 0.49524137 0.4270873 0.36771567 0.43626623 0.48580265 0.60245863 0.53200061 0.54691361] [-0.44996875] [ 0.3905063 0.44728674 0.57224773 0.54119319 0.49612588 0.55536371 0.39825595 0.51628568 0.60877646 0.48746267] [-0.02426187] [ 0.77516502 0.71940244 0.39121006 0.54431719 0.30619011 0.15614531 0.40155765 0.6212423 0.53853588 0.4686854 ] [-0.78614932] [ 0.56715209 0.68842387 0.50533844 0.57302271 0.4784152 0.6343327 0.31377591 0.71417592 0.50837264 0.64002873] [ 0.14995586] [ 0.44529071 0.32394245 0.56946081 0.45054506 0.58184969 0.55561791 0.49874245 0.49296761 0.44338722 0.37604101] [-0.18720028] [ 0.66537601 0.59333785 0.56822315 0.53649845 0.49986444 0.31405105 0.41613672 0.72581574 0.42632936 0.52916939] [-0.14425699] [ 0.52109909 0.48289536 0.64355396 0.44911081 0.55776721 0.42931728 0.40879993 0.53684582 0.4773414 0.64060618] [-0.98211779] [ 0.58863945 0.78195911 0.39470433 0.54177574 0.32315772 0.31990258 0.34837399 0.61079245 0.56440231 0.46498304] [ 2.34580515] [ 0.62812689 0.62172079 0.44963667 0.35686643 0.4193918 0.25209047 0.3887843 0.54725094 0.41206339 0.37192935] [ 0.30275074] [ 0.66529357 0.53307852 0.50144393 0.27176363 0.480075 0.17266773 0.43904755 0.67843022 0.37817009 0.30958323] [-0.32437479] [ 0.48815677 0.22431585 0.67868063 0.35997142 0.59702205 0.36704367 0.41689497 0.46490996 0.18733445 0.33629355] [ 0.8873703] [ 0.51216583 0.58425981 0.4670639 0.59606568 0.3242331 0.29749992 0.4338088 0.49986359 0.64564149 0.3130581 ] [ 1.5469307] [ 0.83274354 0.65354369 0.54587966 0.33324002 0.50273298 0.24752249 0.55100963 0.67561442 0.48182866 0.40792914] [-0.95629418] [ 0.56528678 0.71469258 0.40930785 0.53246801 0.39179484 0.37076535 0.37199366 0.5981839 0.48737953 0.51957175] [-0.62772915] [ 0.32826627 0.68890788 0.45695491 0.62529457 0.40704327 0.6761363 0.37372679 0.61886921 0.67025308 0.68878118] [ 0.25558959] [ 0.76166166 0.53614554 0.47062653 0.3827555 0.40814684 0.22498901 0.3726812 0.6893479 0.40959392 0.35585109] [ 0.19801576] [ 0.81290129 0.50273865 0.52185291 0.33399099 0.52278677 0.37999969 0.48722632 0.6777119 0.33342474 0.4535266 ] [ 0.12941653] [ 0.69695341 0.60553941 0.38945208 0.50168056 0.34704694 0.28514519 0.39014855 0.50886007 0.45939167 0.30829371] [-0.1706567] [ 0.68746355 0.61352525 0.45929085 0.55109015 0.34776129 0.33036453 0.31842628 0.59758019 0.53903679 0.34984702] [ 1.51225426] [ 0.52825088 0.69112412 0.42068283 0.51454765 0.44034404 0.32991021 0.44656899 0.53941368 0.59817239 0.41233945] [ 0.36436148] [ 0.75559791 0.70881083 0.46983314 0.3970854 0.48214859 0.36173599 0.44635964 0.6070876 0.66514959 0.44140547] [ 1.44431223] [ 0.37681161 0.39486587 0.60371304 0.50042326 0.45830008 0.53543474 0.45881447 0.49132643 0.43758552 0.38762136] [-0.53679221] [ 0.44707501 0.51398158 0.51522279 0.48978791 0.44557756 0.34108859 0.46185261 0.55219303 0.45380429 0.5028414 ] [ 0.92881701] [ 0.68074627 0.75815623 0.56595307 0.48915601 0.46527455 0.44141875 0.41582141 0.66525668 0.68900104 0.55285626] [-0.50333514] [ 0.51605527 0.58552764 0.48389448 0.46997987 0.47121056 0.4472621 0.37831603 0.62875326 0.48864358 0.52407603] [ 0.00245328] [ 0.5228203 0.35805059 0.6010864 0.44181222 0.46474519 0.3779825 0.45235023 0.49020897 0.29740301 0.58890386] [-0.6422821] [ 0.41436506 0.69958358 0.53053538 0.50765779 0.55650066 0.63996666 0.35264431 0.60763347 0.5148952 0.69867874] [-0.46206913] [ 0.66465183 0.58663429 0.56476396 0.32579365 0.56539499 0.43321104 0.49254487 0.68866261 0.50320852 0.44451881] [ 0.98529346] [ 0.42439985 0.74541194 0.43391768 0.63291743 0.36492433 0.59295924 0.50497362 0.59966833 0.62481564 0.48315145] [-0.50150508] [ 0.70760561 0.56436629 0.52174643 0.35211037 0.40457361 0.32040826 0.38830984 0.71991998 0.5358934 0.40883408] [-0.15134383] [ 0.37829983 0.7480559 0.41863356 0.55526217 0.42759539 0.5920642 0.51962798 0.58539031 0.59488673 0.5192579 ] [-0.09650711] [ 0.68479717 0.53468283 0.50372139 0.34077698 0.49082299 0.24380118 0.4001945 0.55308866 0.43287001 0.48898902] [ 0.20681949] [ 0.63715234 0.69275642 0.43150281 0.56607628 0.41534375 0.47135331 0.40483688 0.68688931 0.54554562 0.42731609] [-0.38064489] [ 0.63368206 0.49497025 0.66761372 0.40732752 0.57147923 0.43701811 0.47239263 0.61875375 0.37436063 0.38852333] [-0.50412189] [ 0.46661944 0.62887845 0.50583858 0.59349792 0.36018843 0.35168035 0.36960772 0.59485235 0.44777978 0.5392675 ] [-0.45968178] [ 0.50587713 0.63382338 0.61692731 0.46097289 0.51194423 0.51839306 0.42561755 0.60906205 0.46730115 0.50365601] [ 0.03384327] [ 0.62794748 0.40898329 0.58507195 0.28790433 0.46249704 0.57949136 0.50076705 0.63606361 0.25748837 0.38800004] [ 0.29487199] [ 0.50498609 0.34025037 0.64997102 0.36285202 0.65970822 0.42595058 0.33679248 0.45970714 0.34320795 0.45169921] [-0.93735121] [ 0.60460146 0.65006394 0.48682443 0.63141923 0.49284384 0.46689766 0.35000814 0.70454418 0.49911149 0.48009948] [-0.32044496] [ 0.6271451 0.5284993 0.5685968 0.43629947 0.49384886 0.49790426 0.49488116 0.59349701 0.31834945 0.45428727] [ 0.41270141] [ 0.61086325 0.72874902 0.51943845 0.48951313 0.42315717 0.47609289 0.5452666 0.62701286 0.61403923 0.50997566] [-0.24507174] [ 0.32670778 0.52029826 0.55240994 0.63780388 0.34299747 0.68981224 0.45692098 0.49970163 0.59281483 0.54005213] [-1.12136547] [ 0.74668374 0.62777515 0.49055617 0.58292746 0.49054548 0.45609857 0.33273987 0.76027578 0.46228165 0.44336602] [-0.45515741] [ 0.57823135 0.64378279 0.52994713 0.34677532 0.49972671 0.64891887 0.39534026 0.58714736 0.60496674 0.646995 ] [ 0.14771956] [ 0.37797751 0.7714001 0.39506411 0.6755448 0.23192884 0.42643397 0.49089432 0.6690251 0.63482854 0.5378434 ] [-0.16458269] [ 0.778252 0.64022661 0.5509596 0.36667252 0.52998661 0.26285983 0.46343897 0.74485818 0.44453447 0.3803479 ] [-0.67981655] [ 0.44596191 0.43919551 0.66109737 0.32238899 0.63935169 0.61813493 0.47464835 0.47371405 0.39343335 0.61606168] [ 0.92957342] [ 0.65541517 0.7988586 0.50872253 0.56576898 0.40656532 0.5066193 0.53039498 0.64229798 0.61402983 0.53001127] [-0.81228978] [ 0.51023938 0.58824924 0.49058133 0.5862399 0.48454489 0.34328915 0.39172262 0.50480432 0.50250882 0.37669779] [ 0.53706359] [ 0.47982304 0.33508061 0.62149975 0.31327815 0.5320727 0.43985892 0.4862966 0.39343787 0.41922226 0.32951939] [-0.00943049] [ 0.44168483 0.5188346 0.55792945 0.41815755 0.45932121 0.51505996 0.60804315 0.6396882 0.3976385 0.44223838] [-0.82245323] [ 0.42448449 0.49759923 0.61557563 0.50342002 0.4478682 0.48075206 0.41796568 0.46235299 0.48450437 0.56870874] [ 0.04412701] [ 0.48416413 0.59047754 0.47308205 0.65246151 0.35781011 0.38292073 0.4866801 0.63748442 0.58519201 0.43304459] [-0.85476921] [ 0.45363833 0.5195971 0.42641035 0.39311898 0.49167462 0.51102279 0.43415067 0.48966034 0.39609377 0.39991536] [ 0.37678744] [ 0.67370494 0.57218229 0.51031056 0.47644286 0.30440553 0.26767286 0.42506575 0.59288423 0.42740738 0.34254973] [-0.59990263] [ 0.37227064 0.48778036 0.60969224 0.4713581 0.47827119 0.57810677 0.47998179 0.45399787 0.49015537 0.50416548] [ 0.25008438] [ 0.34215692 0.58698779 0.41995064 0.57142568 0.38601734 0.57815705 0.57436634 0.60399069 0.57590023 0.35412702] [-0.14044854] [ 0.73428359 0.76032737 0.51455395 0.33549122 0.3862688 0.46215345 0.59478227 0.68677693 0.5765407 0.48747867] [ 0.54953434] [ 0.44010114 0.46159623 0.44288808 0.39715535 0.40411124 0.46969091 0.47996801 0.54262081 0.4687641 0.30620416] [-0.70925123] [ 0.49430823 0.54954414 0.57143675 0.53392714 0.53996114 0.45886057 0.46922978 0.52215327 0.55709197 0.55237312] [-0.0368777] [ 0.51975609 0.36621081 0.6138033 0.47385514 0.47226895 0.47269447 0.50430774 0.53116289 0.27648727 0.38072736] [-0.35657845] [ 0.57201968 0.60554343 0.49194092 0.42288898 0.36326374 0.37654644 0.49679804 0.61791835 0.6729221 0.42681981] [-0.68031866] [ 0.46477273 0.37993641 0.65603847 0.40892432 0.50459948 0.42351917 0.50440648 0.44043598 0.33028176 0.45965168] [ 2.03663771] [ 0.51295133 0.59266133 0.45797666 0.50976252 0.35476407 0.37928111 0.47214687 0.52872285 0.53898956 0.39612981] [ 1.59640432] [ 0.60046262 0.62968813 0.40087915 0.58909434 0.28812227 0.24512959 0.38049177 0.47067042 0.56974415 0.35025966] [-0.73794409] [ 0.49431679 0.62092119 0.59073881 0.44288694 0.63455254 0.46621749 0.41393914 0.46174875 0.3784984 0.62665799] [-0.33244254] [ 0.47024886 0.45108728 0.49638126 0.41133912 0.5081821 0.43272535 0.4407782 0.67558898 0.45552907 0.46637568] [-0.43243925] [ 0.48341096 0.72251756 0.42515941 0.58324955 0.3238395 0.53606109 0.46989074 0.69835201 0.56240939 0.42604343] [ 0.0161285] [ 0.41636807 0.50713199 0.46774775 0.52615565 0.4083444 0.64863299 0.4913994 0.69777962 0.58867271 0.43530288] [ 1.0965409] [ 0.57054644 0.69364747 0.43394543 0.52503215 0.43911992 0.25640379 0.32051635 0.57130427 0.57796074 0.39561897] [-0.65451316] [ 0.61361276 0.36886352 0.67492012 0.35181407 0.56474693 0.40173146 0.46406192 0.50330555 0.4240946 0.41460038] [-0.68752199] [ 0.47291375 0.58174598 0.40776979 0.67671598 0.52201391 0.66078122 0.44687858 0.59657588 0.40403722 0.53710122] [ 1.302056] [ 0.70642116 0.71529501 0.41618759 0.39298387 0.27550505 0.30030432 0.45798664 0.63364305 0.57977657 0.42793788] [-1.0333409] [ 0.65413307 0.70709661 0.51928017 0.56243215 0.49139583 0.40238568 0.48311582 0.64516327 0.51470794 0.50527489] [ 0.02137736] [ 0.62743035 0.54382296 0.50874004 0.39005135 0.41114457 0.31475399 0.47771122 0.67433431 0.43635635 0.4105762 ] [ 0.74270219] [ 0.68390562 0.47462572 0.53342758 0.39256291 0.52765927 0.39227789 0.4968225 0.60851422 0.33514204 0.47132586] [ 0.62214938] [ 0.68894224 0.72732612 0.40313513 0.337765 0.37085914 0.32937555 0.38301368 0.63525148 0.50306214 0.42425763] [-0.98183457] [ 0.54697234 0.44877139 0.61060621 0.42250557 0.535655 0.40435597 0.46580147 0.42542376 0.45009606 0.38788291] [-0.92511506] [ 0.62190373 0.7265626 0.46098003 0.55595722 0.27108154 0.34246063 0.40187571 0.54139081 0.52481261 0.44917573] [ 0.42299415] [ 0.64680332 0.65897722 0.42462049 0.45499571 0.33856506 0.32322867 0.3968608 0.59341699 0.50938001 0.41178841] [-0.60482028] [ 0.34553028 0.5969146 0.40084631 0.62381502 0.41161469 0.67993221 0.39581737 0.67136888 0.56874932 0.47424485] [-0.22343594] [ 0.37084053 0.62470617 0.42974757 0.55060866 0.30041541 0.37310966 0.55558391 0.58736088 0.56736446 0.42497136] [ 0.09713553] [ 0.45412641 0.55881722 0.5434218 0.3748252 0.51757686 0.43660427 0.40290498 0.63102234 0.45729409 0.52225908] [-0.9536638] [ 0.49000964 0.49416773 0.57401364 0.51700257 0.40334575 0.46209405 0.42417692 0.57608318 0.32416449 0.33589931] [-0.00445403] [ 0.44205532 0.64787178 0.42423458 0.52885917 0.37541863 0.61203111 0.39998032 0.6036647 0.52929547 0.51734115] [-0.17232041] [ 0.5875989 0.41862462 0.54275316 0.38834538 0.55044531 0.57197615 0.43768312 0.54052294 0.33138281 0.49596927] [-0.66094575] [ 0.37737489 0.44388228 0.57438653 0.47084525 0.53083519 0.46333568 0.35037063 0.39394458 0.35475509 0.49254771] [-0.60477395] [ 0.55291138 0.36001953 0.69631029 0.37326863 0.58502548 0.43678188 0.43467587 0.53050026 0.41588474 0.48893476] [-0.61004945] [ 0.31351987 0.42969987 0.6940857 0.46290152 0.51083023 0.70060837 0.49771334 0.44560201 0.46124771 0.57019096] [ 0.17057137] [ 0.56771185 0.70164272 0.46095367 0.4212006 0.39997624 0.47842375 0.50671153 0.61809033 0.42901486 0.56887749] Progress: 2.6% ... Training loss: 0.791 ... Validation loss: 1.312[ 0.07485277] [ 0.42707281 0.61945771 0.4387891 0.57023108 0.43628398 0.47908766 0.42628867 0.62711541 0.44506807 0.43092237] [ 2.19598785] [ 0.51034732 0.65025984 0.47424375 0.53750293 0.34617422 0.61879084 0.47101919 0.75420724 0.46122782 0.46207465] [ 1.04586333] [ 0.50524977 0.68663318 0.40465665 0.63181541 0.32327961 0.30598059 0.32942906 0.42295113 0.65938128 0.3439685 ] [-0.77699117] [ 0.52407473 0.68597284 0.57763937 0.62687356 0.42670153 0.60091389 0.49151994 0.56957204 0.5805198 0.53776775] [ 1.45674193] [ 0.70229824 0.64245055 0.54550042 0.45176178 0.45787231 0.43160687 0.44010665 0.55629001 0.54354561 0.425308 ] [-0.4154217] [ 0.70802704 0.68431433 0.47670131 0.42299539 0.36203001 0.22563918 0.46709462 0.61714138 0.53982388 0.37613295] [ 1.47969158] [ 0.74494408 0.34944121 0.61558314 0.390485 0.57390469 0.3084872 0.43136246 0.52140739 0.40856447 0.24498354] [-0.4831777] [ 0.73465285 0.76270144 0.4491945 0.42108311 0.38599405 0.26127068 0.44628735 0.65317529 0.67012583 0.40294242] [-0.46907021] [ 0.44404532 0.4537127 0.59144252 0.4692839 0.45407251 0.4572374 0.46854077 0.45289483 0.46850879 0.59814108] [-0.67839999] [ 0.37305757 0.3863066 0.68130406 0.42092629 0.44270923 0.64908141 0.45100335 0.49281937 0.40104199 0.52760637] [ 1.06311395] [ 0.47328499 0.46857698 0.43391051 0.40999305 0.42322421 0.2548762 0.38089603 0.51877659 0.45326884 0.29713868] [-0.37173905] [ 0.57759659 0.62240556 0.48163686 0.5202474 0.27722193 0.44586455 0.45993834 0.58331571 0.56676076 0.36879162] [-0.7069505] [ 0.41421142 0.7504917 0.41031217 0.6746747 0.30037072 0.4465439 0.4276332 0.61146542 0.61664573 0.47826631] [ 1.08261704] [ 0.53211746 0.77103708 0.37541208 0.54281223 0.29131515 0.3745149 0.48169264 0.6390932 0.61102107 0.47452682] [-0.70898348] [ 0.50902322 0.74039112 0.52925937 0.63421952 0.34161091 0.622241 0.46455075 0.64176207 0.59180322 0.57068685] [ 0.06662788] [ 0.68703727 0.67234128 0.62360229 0.414471 0.46558954 0.43746247 0.57867483 0.66806159 0.62912736 0.48155713] [ 0.79107852] [ 0.44722048 0.62754799 0.36799039 0.68910511 0.29086043 0.37257475 0.4728593 0.58494333 0.50915271 0.35809937] [ 2.26525074] [ 0.61568311 0.73007872 0.4000501 0.42520933 0.37120826 0.25391427 0.42478592 0.62046453 0.58092438 0.39736071] [-0.6678104] [ 0.33792396 0.47441161 0.48085194 0.53259066 0.47677608 0.71697693 0.46955852 0.58559565 0.40022015 0.40704827] [-0.43933058] [ 0.35338817 0.47552716 0.60049067 0.58173686 0.38610361 0.65274652 0.41984984 0.53280061 0.5470346 0.48312404] [-0.52430089] [ 0.516628 0.76604995 0.351129 0.72287127 0.24967548 0.31983245 0.35403077 0.61952919 0.62635507 0.58201259] [-0.90703279] [ 0.58605567 0.26828796 0.6420858 0.49518506 0.4605828 0.31807271 0.45291259 0.57203842 0.28610033 0.50624477] [-0.31924986] [ 0.77123198 0.73986672 0.50907123 0.42616615 0.46411496 0.27376109 0.53391049 0.71918255 0.56590996 0.36917095] [ 0.07593601] [ 0.74674135 0.5551317 0.52925244 0.30993396 0.56225367 0.37328197 0.47352288 0.64643844 0.40290958 0.37272389] [ 0.10609612] [ 0.65999851 0.72064645 0.43616831 0.43589566 0.58031301 0.35313614 0.48159336 0.57674991 0.5978857 0.36996831] [ 1.57420361] [ 0.65332468 0.62752361 0.56335669 0.62034883 0.46363241 0.43334331 0.44736126 0.69808913 0.51328945 0.41761188] [-0.93831019] [ 0.49903214 0.72278769 0.44078025 0.52824411 0.36893663 0.31949756 0.39946607 0.58076749 0.61209148 0.5916972 ] [-0.38214391] [ 0.41372274 0.56544839 0.45962944 0.43535192 0.41748209 0.54682292 0.44189383 0.39110975 0.49765583 0.47411313] [ 1.35421533] [ 0.56368305 0.53669524 0.5217661 0.3729408 0.49219971 0.32890044 0.41697377 0.50830558 0.40561577 0.52916175] [-0.6438974] [ 0.36034347 0.44652692 0.64752282 0.53051716 0.47992719 0.6231073 0.46183493 0.47546842 0.46577785 0.47759082] [-0.43318298] [ 0.38936744 0.75132692 0.38358128 0.68686034 0.23944359 0.43964518 0.40070695 0.54450662 0.61874683 0.48312839] [ 0.09024816] [ 0.70362084 0.65321469 0.47079124 0.44792937 0.42228961 0.2029888 0.38598993 0.64869207 0.61138564 0.33061045] [ 1.84536379] [ 0.53204456 0.70060003 0.41798706 0.5502186 0.35105383 0.40618988 0.32167795 0.64383913 0.48750136 0.46156642] [ 1.32387881] [ 0.42865539 0.45881865 0.41331205 0.57653784 0.33775891 0.29920825 0.38060759 0.42717541 0.5189021 0.26153957] [-0.18615825] [ 0.51551084 0.71073217 0.37682069 0.73106826 0.2513975 0.32499229 0.39536563 0.60504543 0.59767931 0.67561224] [-0.32971583] [ 0.3293149 0.60709141 0.46604905 0.57398449 0.45112358 0.71124639 0.48383275 0.63320702 0.54631045 0.61451421] [ 0.41147901] [ 0.40572103 0.47842426 0.51410911 0.49815396 0.43917374 0.37029401 0.39472825 0.45580613 0.46302375 0.39330724] [ 2.02682149] [ 0.62853251 0.5744978 0.47587062 0.45040497 0.43341527 0.43480139 0.42549248 0.57583675 0.40390804 0.44815066] [ 1.26214135] [ 0.51204959 0.57592133 0.52714922 0.47032656 0.42329143 0.58154827 0.4407399 0.54112472 0.47007629 0.45970249] [-0.36515591] [ 0.38370938 0.43987448 0.54111763 0.47165045 0.48122559 0.51172621 0.46139383 0.49446309 0.5202266 0.45770449] [-0.42389359] [ 0.60033547 0.43935878 0.61386061 0.44487859 0.41358968 0.41984435 0.42914453 0.56486279 0.39656588 0.44979522] [-0.63517382] [ 0.39726258 0.6849665 0.35701485 0.68837687 0.46905266 0.48289121 0.38869393 0.64068596 0.43740153 0.71819792] [ 0.1715743] [ 0.57976087 0.51834958 0.47742238 0.57339385 0.38068525 0.51336156 0.5209219 0.63413274 0.39316806 0.41578177] [-0.50601989] [ 0.24226881 0.42292734 0.60973659 0.47001645 0.57150957 0.67024305 0.51586166 0.34511633 0.47930866 0.53643217] [-0.58892138] [ 0.41905343 0.67072812 0.48504096 0.55867553 0.48026512 0.64426736 0.3628099 0.5375902 0.49594667 0.68960247] [ 3.06345987] [ 0.52261331 0.61361713 0.46934437 0.51269874 0.37026797 0.44601504 0.50431497 0.7351487 0.43377724 0.3411014 ] [ 1.3631181] [ 0.81239573 0.65512875 0.54819456 0.32462381 0.45506116 0.33203048 0.51630705 0.75076358 0.52875132 0.41297515] [ 1.53814043] [ 0.47737589 0.7528494 0.36217767 0.54371342 0.27943495 0.25146875 0.40305847 0.60022661 0.59333229 0.37616338] [-0.57296383] [ 0.47125393 0.55754989 0.49245694 0.52427053 0.44687868 0.52572673 0.36169111 0.57365709 0.46156413 0.50335668] [-0.61800739] [ 0.34785381 0.64128843 0.49568537 0.58617754 0.45577571 0.72218345 0.40392404 0.56469761 0.67393921 0.57037739] [-0.3330457] [ 0.61207431 0.61671499 0.50182977 0.53541336 0.28029894 0.34971375 0.38186031 0.52818084 0.50361904 0.4145273 ] [-0.24463567] [ 0.46538393 0.61498825 0.56514176 0.46764831 0.40412504 0.61806564 0.52122533 0.63386026 0.40424298 0.47790349] [ 1.39828687] [ 0.49490039 0.81131106 0.34184087 0.62663739 0.29434603 0.51733506 0.51620804 0.71568132 0.67266157 0.46857127] [ 0.19328662] [ 0.63046058 0.56482241 0.40839866 0.48691243 0.31966633 0.217591 0.41666738 0.47745957 0.44523058 0.35230928] [-0.84146417] [ 0.52768341 0.50232641 0.49595499 0.62109966 0.4324933 0.57875936 0.55187044 0.59618086 0.47528859 0.43050762] [-0.70233798] [ 0.57623428 0.5718515 0.39040471 0.57802571 0.47099381 0.34157701 0.46913018 0.60171031 0.44796587 0.48025677] [-0.36716327] [ 0.35273341 0.68723867 0.48963513 0.58225151 0.40691978 0.64183983 0.45472619 0.58224705 0.44480532 0.56142125] [-0.72667214] [ 0.46161591 0.65887028 0.46298272 0.601909 0.51030409 0.50693232 0.34477297 0.47791908 0.49963268 0.54907771] [ 0.05326133] [ 0.7154721 0.51392902 0.59805162 0.33844712 0.57088014 0.24746214 0.48943493 0.66231229 0.32214655 0.45547623] [ 2.01316279] [ 0.63453482 0.61631021 0.48144932 0.37397667 0.51319316 0.2968261 0.47877468 0.59411125 0.59766975 0.32350008] [-0.15534415] [ 0.41063183 0.46882071 0.40975952 0.63330866 0.31687963 0.32839669 0.38153763 0.51906819 0.49810229 0.29931445] [ 0.28420866] [ 0.3947681 0.35501404 0.54751565 0.42782488 0.46562404 0.54944555 0.54638504 0.53080776 0.3514783 0.33460101] [ 0.74216221] [ 0.65171319 0.66169796 0.5071448 0.5414942 0.47286878 0.59487811 0.4844125 0.73544641 0.48206037 0.46306513] [-0.57707832] [ 0.48423282 0.46949153 0.64444407 0.31444904 0.553153 0.52312322 0.44047051 0.48582341 0.45076916 0.57559017] [-0.82998685] [ 0.45443228 0.84160977 0.28015609 0.63466065 0.29741602 0.51510638 0.4211689 0.69029792 0.6120189 0.58996781] [-0.62943274] [ 0.5809007 0.56613879 0.57536092 0.55533693 0.57391459 0.47315902 0.4203222 0.59221706 0.48105744 0.49143034] [-0.45981847] [ 0.23209344 0.45173504 0.52103756 0.7061083 0.35645388 0.59519392 0.33464276 0.41287012 0.51288138 0.43889136] [-0.68474163] [ 0.60346169 0.76181804 0.36676634 0.67725158 0.30608876 0.27487968 0.4332091 0.56121664 0.60326746 0.51387618] [ 3.07296046] [ 0.56432885 0.55717562 0.46441067 0.52925114 0.29424053 0.27180756 0.42931449 0.70835869 0.39664832 0.31301209] [ 1.62780248] [ 0.67847928 0.66556957 0.53688196 0.54633557 0.4525531 0.30708724 0.37840726 0.69959225 0.49493068 0.39185195] [-0.2247667] [ 0.32775195 0.57932585 0.50327595 0.61845239 0.40183371 0.65439466 0.41127131 0.60958719 0.55275576 0.54503659] [-0.37179802] [ 0.67685342 0.6239937 0.40358446 0.5615782 0.29346218 0.30471546 0.35508333 0.66950314 0.51509342 0.35354404] [ 0.44168726] [ 0.75440084 0.71792721 0.4280213 0.36259257 0.34857065 0.26250929 0.4326814 0.68749453 0.50448774 0.46218006] [ 0.94525109] [ 0.3794476 0.59056915 0.44034809 0.51818645 0.37393878 0.55022657 0.44056912 0.46879254 0.43667754 0.36840249] [-0.91800078] [ 0.69170559 0.55844465 0.48208995 0.56592926 0.32910545 0.25875599 0.39019509 0.54669552 0.47660231 0.29083003] [ 0.68075889] [ 0.62974165 0.63153452 0.44924832 0.45634678 0.39496881 0.22003326 0.45975463 0.62537528 0.51394807 0.36458622] [ 0.32957334] [ 0.39912272 0.60309415 0.50526871 0.41051576 0.50579499 0.54799758 0.32730263 0.438866 0.49247518 0.48581307] [ 1.20461706] [ 0.69863011 0.48197285 0.55187809 0.43381542 0.50081156 0.40677145 0.50130049 0.6157885 0.3445335 0.51199848] [-0.52275853] [ 0.25880618 0.46502985 0.46673314 0.56156319 0.53515943 0.67899797 0.53250842 0.51285705 0.37092111 0.4144205 ] [-0.77533015] [ 0.3622 0.39831249 0.58046728 0.47182493 0.55163258 0.59216557 0.56267864 0.48482143 0.38787723 0.38166494] [ 0.26804153] [ 0.41950592 0.46994025 0.53041273 0.58426736 0.47386364 0.52778675 0.41628747 0.60176683 0.59587353 0.49908233] [-0.46249469] [ 0.46941047 0.35436327 0.65672578 0.3365439 0.50425311 0.51536882 0.44674914 0.43334312 0.36905676 0.45370508] [-0.75058406] [ 0.34347147 0.62029373 0.50274235 0.5984609 0.34430039 0.6593271 0.49773596 0.63389183 0.56255291 0.48985781] [-0.58084977] [ 0.3780192 0.72408919 0.43251302 0.63972886 0.34029224 0.47268277 0.4235852 0.56678018 0.58220044 0.5037463 ] [ 3.20861228] [ 0.75553626 0.60506331 0.55516828 0.25130674 0.48710829 0.33383794 0.56707354 0.68422697 0.48364164 0.37212617] [ 0.97193282] [ 0.67792956 0.53649955 0.49927963 0.49457957 0.31803336 0.21741904 0.38537146 0.57935094 0.39228659 0.27981722] [ 0.16364668] [ 0.43933738 0.67958903 0.46774997 0.60179654 0.42630042 0.50606855 0.50179613 0.58132645 0.47497652 0.63060581] [ 3.269472] [ 0.55382265 0.62114509 0.43325318 0.51521033 0.42220886 0.28625971 0.45155334 0.51766455 0.48576633 0.34082175] [-0.62502879] [ 0.37289078 0.65828071 0.41726185 0.63979045 0.32798868 0.53396921 0.47920577 0.61692558 0.52372272 0.41990511] [ 0.83061258] [ 0.32909039 0.67164016 0.40693767 0.60779012 0.37076589 0.54362554 0.43417027 0.56030486 0.70382118 0.48321035] [-0.48485091] [ 0.26804519 0.57334147 0.48097829 0.64645512 0.42878231 0.55269777 0.38493654 0.39451119 0.48486504 0.48782746] [ 0.05002803] [ 0.64719494 0.5261734 0.60659172 0.41058219 0.59632693 0.31548602 0.40007245 0.63267291 0.3816701 0.39562747] [ 0.17060619] [ 0.43855177 0.4770137 0.56332993 0.45166304 0.48594548 0.49804673 0.42088506 0.56759145 0.60262552 0.49764348] [-0.34634862] [ 0.40916274 0.24500739 0.69242259 0.33379516 0.5344939 0.48635555 0.46203422 0.45960471 0.42023336 0.34624552] [-0.51295982] [ 0.51131148 0.66287012 0.4311525 0.62435685 0.29335885 0.3706176 0.40136676 0.49022183 0.57893117 0.4054391 ] [-0.8716577] [ 0.50545681 0.65328376 0.52208323 0.53466257 0.38151155 0.45790004 0.47970677 0.51895657 0.65409026 0.49039393] [ 1.49919114] [ 0.72403317 0.61166307 0.3479481 0.55115291 0.32517023 0.22240355 0.44518877 0.57640747 0.50146406 0.38087231] [-0.79783546] [ 0.5674718 0.77438304 0.48645493 0.64130453 0.3983266 0.48046545 0.46111555 0.54656992 0.54509396 0.56884107] [-0.13842781] [ 0.36137432 0.62053069 0.45294116 0.55634795 0.31789105 0.36818358 0.49659981 0.48485204 0.52753138 0.44716724] [-0.79137095] [ 0.48483784 0.70336953 0.40287238 0.65695916 0.39564431 0.54737062 0.2984312 0.67477458 0.55450155 0.59674167] [-0.6917316] [ 0.63817678 0.7244802 0.44380141 0.4411803 0.29026745 0.2670719 0.4687856 0.68828387 0.58582077 0.4184677 ] [-0.72816226] [ 0.40181442 0.55258318 0.37040864 0.57556507 0.42969866 0.61620803 0.40667264 0.58627448 0.37051532 0.40640383] [ 0.09256962] [ 0.62049554 0.50254526 0.52311565 0.36583176 0.48174023 0.6763378 0.39175741 0.69015615 0.54427241 0.48340343] [-0.7836102] [ 0.38815837 0.4727629 0.55225273 0.53439288 0.42688852 0.5972775 0.51668988 0.4866948 0.48235991 0.39361548] [-0.75352378] [ 0.4372429 0.7126142 0.45103353 0.5318592 0.49342573 0.47685482 0.40366887 0.52133765 0.53022898 0.60443931] [ 1.7791321] [ 0.65689734 0.74404839 0.41604306 0.37711841 0.34759798 0.24879178 0.37835414 0.55384685 0.51486295 0.39407801] [ 0.47169776] [ 0.51313993 0.70459646 0.49709534 0.62149195 0.36455918 0.35555824 0.40375965 0.56315068 0.67894069 0.46905957] [-0.75030454] [ 0.62997412 0.61210273 0.57765489 0.5681028 0.46209211 0.41201933 0.39719158 0.58747563 0.54970534 0.41090392] [-0.61084844] [ 0.59082783 0.70753581 0.3900411 0.63486857 0.28791608 0.27028955 0.38265408 0.6184893 0.56320848 0.53517719] [-0.30431135] [ 0.444321 0.44490038 0.64670902 0.47328713 0.47777637 0.4890444 0.42982514 0.38355165 0.39835657 0.48890765] [ 0.32246553] [ 0.43346689 0.60763954 0.46099216 0.48186469 0.43350386 0.53132853 0.35307763 0.40485205 0.43624295 0.51080196] [-0.61286558] [ 0.52700926 0.48687414 0.59856547 0.40854832 0.54363818 0.46195999 0.3660868 0.49493211 0.36991636 0.50854491] [ 0.41527693] [ 0.51088068 0.70876716 0.45394309 0.39202039 0.48267474 0.40795257 0.42729012 0.44751459 0.57447744 0.51326223] [-0.29321427] [ 0.4162654 0.72851703 0.49441186 0.73958555 0.39385218 0.48569686 0.41046722 0.6590835 0.57916226 0.6841291 ] [-0.22709313] [ 0.35234616 0.45688746 0.43762561 0.58794171 0.45232933 0.59674338 0.41695994 0.4796451 0.33966457 0.55207283] [-0.68504629] [ 0.33002632 0.54738442 0.41352816 0.52803397 0.34585831 0.66140379 0.43942769 0.57693047 0.46906656 0.46420144] [-0.46619578] [ 0.82449926 0.72733135 0.5418293 0.33801952 0.42410764 0.36329859 0.60180281 0.6651672 0.54938872 0.39840972] [-0.28785236] [ 0.69387191 0.74807393 0.47496779 0.42637002 0.42543766 0.4943504 0.51250763 0.70345575 0.62417335 0.59591443] [-0.61789367] [ 0.41042672 0.67626587 0.49246719 0.610074 0.5183718 0.55131991 0.39436104 0.4485589 0.51783512 0.64304051] [ 1.29034522] [ 0.77204816 0.46690501 0.60775467 0.3480595 0.52430607 0.28185146 0.41952437 0.63497439 0.37591064 0.31156355] [-0.50633187] [ 0.36123721 0.24686772 0.68805627 0.46731398 0.51425395 0.6683657 0.37792757 0.43255855 0.39116382 0.416907 ] [-0.44436348] [ 0.44384546 0.65239261 0.46890138 0.38075318 0.45591546 0.61526317 0.43682824 0.46096999 0.46845989 0.62051507] [-0.00713414] [ 0.6462183 0.60796975 0.54903828 0.39037678 0.44966414 0.29251141 0.59810539 0.57525768 0.54420676 0.42344743] [-0.67500912] [ 0.31243413 0.54342718 0.49250243 0.44777642 0.45546827 0.69507218 0.48781594 0.57858587 0.67035197 0.48815978] [ 0.80225452] [ 0.53957913 0.67985738 0.36767367 0.53834854 0.33923432 0.19819766 0.4919549 0.59880686 0.58870868 0.59138889] [-0.89826045] [ 0.6555516 0.50204446 0.55672256 0.49575952 0.54389451 0.46192421 0.44425451 0.49706975 0.3178702 0.43523058] [-0.80628427] [ 0.69296605 0.78970098 0.51111285 0.43401714 0.38425314 0.50684888 0.54250192 0.69339801 0.62604084 0.56062459] [-0.93471603] [ 0.44788508 0.57461797 0.47194825 0.52147875 0.39268279 0.30340309 0.40827826 0.52595227 0.49304456 0.31604344] Progress: 2.9% ... Training loss: 0.776 ... Validation loss: 1.207[-0.17112972] [ 0.56594955 0.56082817 0.5389964 0.29805731 0.52993064 0.55330663 0.47791675 0.66141417 0.52201741 0.5600582 ] [-0.81970436] [ 0.38690342 0.49681335 0.65689812 0.4813878 0.45826504 0.59017585 0.42051788 0.40867268 0.37841578 0.5304966 ] [ 0.17240258] [ 0.43274562 0.55564364 0.44504159 0.34697667 0.47595619 0.49622327 0.39174708 0.48883665 0.44697633 0.43218044] [-0.88256239] [ 0.70108702 0.63151963 0.57004337 0.63869883 0.40150677 0.37555927 0.35029377 0.63403149 0.47180602 0.37767715] [-0.85720724] [ 0.5306016 0.63742695 0.56862802 0.61320212 0.53401325 0.53178834 0.44792825 0.61696222 0.55904927 0.47710789] [-0.69536962] [ 0.37886826 0.6169708 0.37169631 0.59656195 0.48050167 0.81132947 0.34903821 0.72609761 0.52775694 0.58541441] [-0.34514788] [ 0.42156469 0.65910394 0.40635216 0.43735842 0.46382358 0.69727545 0.38799082 0.60316864 0.55285128 0.58223487] [-0.52974212] [ 0.25528873 0.51391273 0.49513256 0.65692958 0.39543642 0.79359341 0.39747794 0.56531083 0.49283314 0.57949509] [-0.52598762] [ 0.39760686 0.47487461 0.50767831 0.44633367 0.4412098 0.55483093 0.37055282 0.53004358 0.38153557 0.43371069] [ 0.84929257] [ 0.49235188 0.65596333 0.52160685 0.39861335 0.43540506 0.47602134 0.39804327 0.39853769 0.45437015 0.51837799] [-0.8841947] [ 0.3843283 0.45033159 0.60600291 0.41379997 0.51263998 0.5205621 0.44935166 0.42991022 0.44957299 0.47919375] [ 0.00299927] [ 0.67137008 0.67496327 0.49452792 0.42590693 0.47933197 0.47403827 0.57756746 0.60297397 0.47156794 0.59113687] [-0.55103571] [ 0.32260438 0.68509514 0.47400781 0.65250939 0.42968018 0.65593143 0.30744326 0.45022521 0.51094964 0.67982249] [-0.31242616] [ 0.40817572 0.58988213 0.48109626 0.52074078 0.42884436 0.59512586 0.43412731 0.46511564 0.56946938 0.51152691] [-0.1526004] [ 0.63838939 0.52136353 0.53126862 0.44159577 0.49415157 0.49470507 0.441786 0.66302276 0.51714707 0.46127432] [-0.28378818] [ 0.68531326 0.3992079 0.56472669 0.39558162 0.47125104 0.2712865 0.40095533 0.54842815 0.41689188 0.30337787] [ 0.43765936] [ 0.6827381 0.67430627 0.58921123 0.55610985 0.49010146 0.41403085 0.37769744 0.6240877 0.5930509 0.45854533] [ 3.1230881] [ 0.69787035 0.68535926 0.42452217 0.45077951 0.37365686 0.14462722 0.40693165 0.71615501 0.47350439 0.39556742] [-0.20834942] [ 0.41957333 0.53458162 0.57657887 0.47104333 0.46910657 0.49878444 0.44492992 0.52521378 0.41318922 0.52343216] [-0.62447775] [ 0.29897353 0.54749874 0.54307626 0.56242751 0.55226995 0.75601509 0.40515063 0.53958649 0.53777669 0.60109782] [ 0.94814101] [ 0.66649046 0.5223962 0.56513324 0.47469961 0.31357906 0.27715313 0.37810218 0.57847637 0.52914109 0.36416996] [ 0.15840045] [ 0.29452562 0.54916616 0.42127552 0.59710997 0.4567358 0.55471831 0.42211081 0.45128041 0.51271132 0.41708595] [-0.80894297] [ 0.44888541 0.70548288 0.38922282 0.65197429 0.39737444 0.60766759 0.55500234 0.68173243 0.54393325 0.38106378] [ 0.70306155] [ 0.40570169 0.5574428 0.47460776 0.55982167 0.45162857 0.42616305 0.41527129 0.42626164 0.52610423 0.48509923] [ 0.74920222] [ 0.62892689 0.58714832 0.47238246 0.60268746 0.33456765 0.22446531 0.46827709 0.55001966 0.50975136 0.30562626] [-1.06757318] [ 0.62914398 0.67982615 0.41278297 0.63290689 0.23814322 0.39799791 0.33142555 0.64848132 0.57016996 0.39569677] [-0.93803508] [ 0.55460443 0.74895874 0.41359488 0.67433683 0.24095883 0.32961945 0.33321262 0.53474826 0.55126202 0.41494099] [ 0.58705125] [ 0.53970866 0.65682424 0.46984794 0.43907615 0.38763976 0.25031909 0.39358546 0.67502471 0.49727277 0.43471293] [ 1.62826938] [ 0.73988076 0.51220743 0.60380977 0.36500274 0.55903224 0.31818558 0.48340964 0.64022645 0.41843357 0.35195809] [ 0.31095378] [ 0.66463456 0.64234101 0.52049394 0.40841791 0.35668308 0.24310695 0.38316203 0.66027057 0.60066157 0.39876301] [ 1.40226977] [ 0.63591875 0.64412069 0.46797694 0.41688552 0.49418096 0.41686706 0.50175232 0.5629534 0.49846535 0.49727349] [-0.12138887] [ 0.66557294 0.65241994 0.37913941 0.44088393 0.39924501 0.25515545 0.38098797 0.58345791 0.48914323 0.32573858] [-1.02274036] [ 0.61639324 0.64681016 0.4125903 0.53801335 0.45192857 0.51572635 0.52172126 0.58607236 0.46616974 0.50525974] [ 2.20462004] [ 0.70002914 0.3643971 0.56392331 0.36006356 0.54400345 0.30301733 0.51479534 0.61014976 0.40891423 0.29786712] [-0.49147354] [ 0.48389307 0.67354391 0.46755823 0.41569096 0.49290538 0.57838595 0.45203094 0.41948843 0.51714526 0.57824536] [ 0.0321056] [ 0.68534213 0.71392879 0.38141164 0.51985245 0.40592422 0.40382608 0.45369218 0.66573222 0.60240875 0.36434151] [-0.69247175] [ 0.33468525 0.74657998 0.48607745 0.65998741 0.33976742 0.68135072 0.46638004 0.61721914 0.54481722 0.5510972 ] [-0.99130605] [ 0.4829565 0.56628751 0.43232357 0.68060236 0.36032959 0.29959187 0.41388753 0.46212168 0.53982283 0.40079207] [-0.30347656] [ 0.39595738 0.40788326 0.62635072 0.38382825 0.58482415 0.49351009 0.41307935 0.31453488 0.44465878 0.45188841] [-0.35177685] [ 0.42470314 0.59784681 0.55753698 0.48648098 0.42334849 0.51787476 0.43932269 0.43259404 0.51884615 0.53176669] [-0.94616907] [ 0.59259921 0.87010736 0.39173726 0.63977588 0.41034777 0.51748253 0.42581087 0.68994834 0.66745448 0.7460082 ] [-0.18361175] [ 0.65994444 0.58115744 0.44921586 0.47079976 0.47171845 0.42387663 0.51875918 0.56355454 0.52427016 0.5308356 ] [ 0.35143734] [ 0.53020729 0.45352762 0.53791395 0.5013009 0.51868079 0.33983967 0.52167856 0.39601774 0.47685314 0.33855533] [ 0.00509526] [ 0.45584836 0.62228388 0.42555045 0.62885764 0.39528056 0.64540812 0.38212905 0.68381525 0.48824557 0.48789618] [-1.24258813] [ 0.65007216 0.59754809 0.53524015 0.39704692 0.45493573 0.47943857 0.54354583 0.62003201 0.60510101 0.37541415] [-0.08605301] [ 0.62363248 0.70224969 0.54333769 0.55752741 0.37776271 0.35408023 0.48631062 0.58220826 0.70710747 0.45688351] [ 0.25997932] [ 0.66936294 0.66181296 0.57656627 0.65246743 0.46686378 0.34919064 0.39989805 0.66625438 0.622309 0.40802847] [-0.50588231] [ 0.48423649 0.65848244 0.61652549 0.55915639 0.47612757 0.61610116 0.45792681 0.62626963 0.52485023 0.55299707] [-1.00340754] [ 0.66074307 0.52760998 0.48661744 0.38345353 0.40290695 0.30096689 0.39294954 0.71140207 0.43637877 0.38556965] [-0.12757325] [ 0.4122611 0.65203338 0.43775895 0.40213171 0.38495663 0.57556009 0.43011585 0.49804247 0.51814952 0.56292657] [-0.0192687] [ 0.43643816 0.75427297 0.29081486 0.59696359 0.2240854 0.47197952 0.42669188 0.59758046 0.6106508 0.46725026] [-0.95997292] [ 0.53315512 0.7584751 0.46235872 0.47349789 0.40070012 0.49869889 0.43201322 0.61720481 0.69045955 0.57944113] [-0.26758776] [ 0.26675879 0.50583628 0.44397629 0.48944172 0.45507518 0.5271542 0.4839376 0.46437713 0.47931888 0.41791462] [-0.47553016] [ 0.4312162 0.59127939 0.4494659 0.57579675 0.28963567 0.49689547 0.37741039 0.63851785 0.61506147 0.4604229 ] [ 0.19041854] [ 0.67765945 0.68850177 0.37233498 0.44849821 0.33801802 0.34885432 0.51959377 0.68308698 0.63597251 0.28941479] [-0.28422619] [ 0.46103718 0.51161114 0.51840253 0.36885343 0.45528842 0.53334142 0.37994586 0.59602961 0.47461879 0.46087558] [-0.1608318] [ 0.47170235 0.64646312 0.40373794 0.61392316 0.36954813 0.63606126 0.4406746 0.74909109 0.57331167 0.39311202] [ 0.2285728] [ 0.53400252 0.71442822 0.4999298 0.43809831 0.38043557 0.52835245 0.52431291 0.72802547 0.64328134 0.49121907] [ 0.86825131] [ 0.66068179 0.70103193 0.53468245 0.44799533 0.43272817 0.38363375 0.50053991 0.58244025 0.56738068 0.42091354] [-0.151797] [ 0.73190969 0.78341395 0.592395 0.43052073 0.50416852 0.41314704 0.58153534 0.60934856 0.71178913 0.51810449] [ 0.30033172] [ 0.60229781 0.37622426 0.56269878 0.32636573 0.42429545 0.38494406 0.53167438 0.57403266 0.47059183 0.31637301] [ 0.80494942] [ 0.37994803 0.60524104 0.50381841 0.58811914 0.47642534 0.70685776 0.3812916 0.58169746 0.51556714 0.55400467] [ 0.5115824] [ 0.42628533 0.67467252 0.49165867 0.6255986 0.46186539 0.48122812 0.42032464 0.63350717 0.60195723 0.49904884] [ 0.77498017] [ 0.55464486 0.52534016 0.57310199 0.57922478 0.43248845 0.52443375 0.34129728 0.65061436 0.55848335 0.48457821] [-0.38643198] [ 0.76171408 0.48947662 0.6263281 0.38819313 0.58893974 0.25629178 0.45423606 0.61119036 0.38845704 0.41047036] [-0.30918004] [ 0.34380273 0.46011216 0.57478854 0.55058738 0.50925333 0.59499731 0.51297406 0.43273122 0.39895123 0.62601695] [-1.06352067] [ 0.60543471 0.67538313 0.46460313 0.64846442 0.37299954 0.43729116 0.49507855 0.60883303 0.64243614 0.34147407] [ 0.34656375] [ 0.44489119 0.48621472 0.46724726 0.55621119 0.42124038 0.66844673 0.44733079 0.65241243 0.57256939 0.45212286] [-0.39085968] [ 0.74540176 0.52031649 0.48281888 0.26013492 0.48377677 0.2121162 0.47066777 0.56985106 0.36364893 0.41935127] [-0.41732864] [ 0.37030456 0.74320806 0.37976749 0.65777794 0.33199611 0.69198737 0.52039136 0.68568045 0.49737203 0.49581567] [-0.58744815] [ 0.43742835 0.52304268 0.61342841 0.52556847 0.4614292 0.50797275 0.47248451 0.4557334 0.44847627 0.66080481] [-0.37913785] [ 0.55127506 0.34569319 0.59613401 0.39283625 0.58178506 0.61498284 0.40017926 0.54762443 0.4386448 0.41292605] [ 1.05488868] [ 0.62133848 0.59279929 0.44297185 0.56509698 0.34967085 0.2971286 0.37043084 0.65975423 0.48822751 0.37682051] [-0.42587006] [ 0.21985589 0.51108943 0.53068064 0.59046436 0.36844563 0.79407962 0.45307968 0.46169629 0.45408697 0.55961536] [-0.60087889] [ 0.55492763 0.72707942 0.51453737 0.64557574 0.36599282 0.5397805 0.48909248 0.67365838 0.644831 0.45240217] [-0.3314338] [ 0.45093752 0.62459851 0.46872637 0.62545087 0.49035003 0.5857256 0.4740678 0.6901895 0.54203739 0.4853789 ] [ 1.32799037] [ 0.45153986 0.53879182 0.40171888 0.3655641 0.45908305 0.54836624 0.48007845 0.5578486 0.5325585 0.33897776] [-0.54541034] [ 0.38771646 0.79826868 0.27229631 0.68454922 0.37182209 0.73746671 0.47180951 0.59543211 0.58183404 0.6292114 ] [-0.57062238] [ 0.36861942 0.59587004 0.58937636 0.5449798 0.43337854 0.61741696 0.36011215 0.3705091 0.43465834 0.61180125] [-0.94918509] [ 0.4711064 0.44670306 0.54118868 0.40461177 0.47062676 0.42469293 0.46805577 0.51728866 0.31570911 0.65252362] [-0.46595879] [ 0.43020971 0.37582625 0.58060204 0.65201104 0.45395788 0.38788742 0.45332281 0.4896024 0.37252367 0.63612089] [-0.37942224] [ 0.5280378 0.67685886 0.35271959 0.6148663 0.43154864 0.52458765 0.38291152 0.56190027 0.41183551 0.62883664] [-0.74127704] [ 0.4132561 0.70219512 0.38468763 0.71141416 0.43731657 0.56162568 0.50872271 0.56980507 0.48579237 0.73708589] [ 0.21576637] [ 0.48351222 0.42562515 0.54034923 0.41521925 0.48066251 0.48473092 0.59358761 0.54283065 0.37288564 0.37610163] [ 1.94779025] [ 0.56420354 0.45974183 0.49090986 0.38388727 0.40060222 0.2074807 0.47818596 0.5885176 0.36195834 0.25958481] [ 0.3888956] [ 0.7274811 0.55537315 0.50874783 0.40049215 0.31384755 0.31638471 0.46246151 0.63797114 0.50267011 0.34556336] [-0.45283188] [ 0.54288082 0.70407455 0.37789227 0.53044574 0.30542138 0.58978104 0.47919253 0.70007578 0.49090459 0.45573759] [-0.7643035] [ 0.37578346 0.26644216 0.67986053 0.52598297 0.51698678 0.58291286 0.40464851 0.4403774 0.31431722 0.44741175] [ 0.5692966] [ 0.38117995 0.5426303 0.58260553 0.66140604 0.4028659 0.59668855 0.37659905 0.46011413 0.45079649 0.47917199] [ 0.55532742] [ 0.59498278 0.66097553 0.52620868 0.63910384 0.44741583 0.41642936 0.42684258 0.65178437 0.55294745 0.56731936] [-0.23183269] [ 0.38696248 0.70183427 0.34377151 0.54817805 0.36748342 0.56228663 0.41511821 0.45955121 0.59186329 0.49336723] [ 0.12885465] [ 0.64315478 0.6214253 0.52219068 0.5850927 0.42872759 0.40686129 0.60470787 0.57862641 0.61366573 0.38151295] [ 0.33329896] [ 0.47506249 0.61342786 0.43506459 0.42314506 0.28418929 0.38940544 0.49900969 0.56337503 0.50325341 0.3907675 ] [-0.01184423] [ 0.70998125 0.5942553 0.59699963 0.38452194 0.52925137 0.3598553 0.49197493 0.64565634 0.52211049 0.37141677] [ 0.9123421] [ 0.47335414 0.62974727 0.45318601 0.63394974 0.35351806 0.47818357 0.50525598 0.66188037 0.49895632 0.39825078] [-0.90287051] [ 0.43800917 0.60440097 0.45345486 0.49888243 0.3907406 0.33995401 0.42223392 0.53367129 0.49548725 0.40626539] [-1.07038226] [ 0.70112747 0.61773151 0.56109272 0.41918256 0.58945198 0.55363972 0.38333228 0.69616868 0.43972881 0.57687875] [-0.35771076] [ 0.40050689 0.6898482 0.3699204 0.58218906 0.37042942 0.40928383 0.41513671 0.62328113 0.50009286 0.39697006] [-1.05029955] [ 0.49229287 0.82960531 0.32600816 0.66483783 0.29188271 0.32839992 0.38209344 0.56521108 0.54608228 0.53677039] [ 0.13971007] [ 0.51274722 0.36278329 0.66864355 0.37972769 0.50134273 0.51744308 0.3770149 0.38267118 0.38902971 0.42735619] [-0.00864556] [ 0.60665369 0.72234535 0.42461795 0.42170259 0.32436205 0.2345653 0.42221953 0.69916967 0.47842046 0.41794661] [ 0.06358309] [ 0.29083203 0.57608489 0.50104067 0.71669697 0.41399455 0.54511259 0.32889554 0.41743591 0.6077323 0.55322986] [ 0.24479558] [ 0.63760821 0.47548111 0.51966628 0.32851891 0.42678323 0.3548255 0.43677043 0.56692175 0.37637343 0.45212999] [ 2.49605702] [ 0.64819037 0.63154152 0.46595578 0.36540354 0.34282628 0.25073199 0.43445044 0.57930889 0.39672504 0.36664549] [-1.1165728] [ 0.62859633 0.77902031 0.41167507 0.5940956 0.30568713 0.33966156 0.44490575 0.58588609 0.65407014 0.43098764] [ 0.51054274] [ 0.50660643 0.69634669 0.48483387 0.51376716 0.47920592 0.43299733 0.3732407 0.57320148 0.48230126 0.66015909] [ 0.74939785] [ 0.66431833 0.63513802 0.46646229 0.5450656 0.34963398 0.20881778 0.49355235 0.55268045 0.53771521 0.31782298] [ 0.01232943] [ 0.3709014 0.66430811 0.45233624 0.67091982 0.40875467 0.64897949 0.45384302 0.6468631 0.64632614 0.53614928] [-0.88977688] [ 0.53546442 0.5338234 0.51633811 0.48765007 0.37828762 0.27236569 0.35270353 0.52887972 0.4831104 0.3411963 ] [ 0.5615094] [ 0.68669123 0.5249167 0.56010404 0.41869644 0.48379898 0.42871036 0.47804275 0.56629215 0.36229581 0.53984627] [-0.07811123] [ 0.67829922 0.78285495 0.38433601 0.53645037 0.30273577 0.25627644 0.43967592 0.53239559 0.70664116 0.38487449] [ 1.79421013] [ 0.63914154 0.59945691 0.4961442 0.37336297 0.38471873 0.33447354 0.41263769 0.72033817 0.44777569 0.41029668] [ 1.81929892] [ 0.79820311 0.63754828 0.56829149 0.38041667 0.49389377 0.32217171 0.50908148 0.70066552 0.55642536 0.3794195 ] [ 0.08626982] [ 0.59215424 0.75465366 0.31641473 0.4930401 0.31817168 0.40822914 0.32322906 0.6614163 0.56663651 0.44994525] [-0.63083529] [ 0.52201047 0.67886179 0.44112615 0.39769164 0.48643007 0.52164618 0.40266287 0.55435413 0.49905343 0.70490125] [ 0.55567187] [ 0.65140558 0.44031646 0.55327257 0.46774584 0.440702 0.19358939 0.30405539 0.56223386 0.39759959 0.25682136] [-0.49745783] [ 0.29410505 0.62593063 0.51368573 0.54496031 0.44338869 0.74909955 0.3625641 0.5161247 0.62620792 0.6186976 ] [-0.91143752] [ 0.4143451 0.64726479 0.43119045 0.63558083 0.35074494 0.57641484 0.54065309 0.63659647 0.59523324 0.40797603] [ 2.43025163] [ 0.54740908 0.55232889 0.42632731 0.49808437 0.46044051 0.27244229 0.4439121 0.62289523 0.41629711 0.27061473] [-0.58662034] [ 0.62839317 0.38372468 0.65735012 0.37055498 0.62834594 0.39768272 0.48343788 0.57105143 0.45992899 0.33521486] [ 2.16586503] [ 0.70324139 0.65320791 0.51786765 0.29192239 0.4244983 0.31914884 0.40930589 0.70926852 0.59910846 0.46394019] [-0.36254508] [ 0.51039578 0.44160386 0.48784642 0.55888252 0.56090576 0.48357354 0.43760698 0.59159528 0.35815103 0.52269333] [-0.49494216] [ 0.70087199 0.67576001 0.54797081 0.48777781 0.49995699 0.36669602 0.42561601 0.65713559 0.53314846 0.43646331] [-1.11968698] [ 0.63567769 0.63471003 0.49875779 0.53939965 0.27837486 0.36609987 0.395717 0.56243017 0.47207827 0.43540876] [ 1.16808087] [ 0.85242019 0.70469605 0.553391 0.26841999 0.44461933 0.28227339 0.62396572 0.72411822 0.5963856 0.36296502] [-0.55732291] [ 0.26389452 0.65733323 0.53374505 0.72193633 0.37113516 0.67181032 0.35068026 0.36559252 0.49911169 0.6575442 ] [ 0.3901014] [ 0.77699791 0.66586815 0.5381421 0.37746335 0.465129 0.34666021 0.46125579 0.6741724 0.46134801 0.3970281 ] [-1.02567136] [ 0.60546448 0.78096001 0.37767501 0.68772273 0.4778943 0.51968569 0.42687804 0.6703614 0.55880951 0.48406042] Progress: 3.1% ... Training loss: 0.752 ... Validation loss: 1.214[-0.71274858] [ 0.39073039 0.49833714 0.45738836 0.54683464 0.42771139 0.42062277 0.48304202 0.56869986 0.43669313 0.41185511] [ 1.11206767] [ 0.7516247 0.45711797 0.57841331 0.3533585 0.47832436 0.15141683 0.52244013 0.58760115 0.38334904 0.39269002] [ 0.30044121] [ 0.52305971 0.69960568 0.43173331 0.46811286 0.30829106 0.33397957 0.3570721 0.59842006 0.57525061 0.46128156] [-0.93308957] [ 0.61962631 0.59534957 0.46540635 0.51158258 0.59552002 0.49340507 0.40812017 0.54683551 0.37217822 0.530739 ] [-0.70683347] [ 0.42328022 0.658456 0.52788526 0.479459 0.42315604 0.61208835 0.43036988 0.49361188 0.51813367 0.62771867] [ 0.98173725] [ 0.58206796 0.38289773 0.60536442 0.31177184 0.44357925 0.43474247 0.48941934 0.6080033 0.29785449 0.33634911] [-0.51920448] [ 0.31831483 0.70401285 0.40664782 0.72923346 0.36146237 0.69862692 0.41654646 0.46876522 0.52759085 0.60947799] [-0.10344984] [ 0.56761624 0.4175541 0.60822111 0.35306939 0.47010606 0.38976484 0.43700687 0.48779767 0.41193247 0.3626936 ] [-0.97802744] [ 0.56847825 0.65046054 0.45131546 0.58652578 0.4969508 0.46999981 0.33328999 0.6135322 0.52921969 0.52629621] [-1.00101607] [ 0.69875724 0.55234359 0.52321113 0.51960436 0.48087514 0.52675023 0.49412293 0.67877782 0.43020762 0.43158199] [-0.59684366] [ 0.36116543 0.53957404 0.57144696 0.58457678 0.44930438 0.7013316 0.38361124 0.44247257 0.40370888 0.63345715] [-0.57669742] [ 0.7480392 0.61082607 0.49002668 0.37687199 0.35223531 0.20095922 0.44604095 0.70790401 0.48507911 0.40179142] [-0.70032738] [ 0.34302592 0.40200999 0.51646676 0.37311771 0.45714577 0.53801564 0.45399761 0.39081142 0.45702803 0.4276588 ] [ 1.37035155] [ 0.72886549 0.59126015 0.54433432 0.36107968 0.36174498 0.19897359 0.47828159 0.66847467 0.47657571 0.29762054] [-1.08826678] [ 0.54455254 0.61783109 0.46011794 0.45500815 0.35304231 0.3323873 0.42578837 0.5616214 0.51423886 0.3918874 ] [-0.18485527] [ 0.72783234 0.78735741 0.44950553 0.48070362 0.26574026 0.24326732 0.44732018 0.68979751 0.74462811 0.43185589] [-0.05837778] [ 0.45428407 0.5469121 0.4276994 0.47021752 0.4268555 0.33194757 0.3954703 0.49751001 0.47044273 0.34300724] [-0.66631004] [ 0.40939893 0.66827915 0.37894229 0.6867054 0.46376056 0.50572627 0.41741997 0.39154146 0.44997096 0.51969476] [ 3.07120876] [ 0.62712551 0.80202589 0.45546815 0.6575799 0.39358188 0.3937766 0.39912287 0.72010842 0.6465367 0.45495544] [-0.44234991] [ 0.50303929 0.72066204 0.4668356 0.44894566 0.48063503 0.63536253 0.38608867 0.57898417 0.5024216 0.64792433] [-0.03804558] [ 0.49656782 0.52384746 0.48301329 0.52579945 0.4633368 0.30360395 0.4947419 0.58611969 0.5139914 0.47822604] [ 0.00081542] [ 0.72655766 0.45684907 0.51196163 0.39347782 0.28882014 0.28018344 0.39887931 0.6926602 0.30983413 0.27299347] [ 0.30623095] [ 0.71302167 0.59833186 0.58094755 0.38508977 0.47200286 0.31706847 0.60202079 0.68093071 0.45632092 0.39051439] [-0.69597763] [ 0.37688089 0.38374644 0.48376065 0.48725499 0.42147314 0.45474318 0.40518817 0.49926372 0.38812814 0.34559444] [-0.67901209] [ 0.51688556 0.79182443 0.50017664 0.66055404 0.44463042 0.574893 0.506959 0.60530614 0.6445996 0.69194889] [-0.46051031] [ 0.46308292 0.29541578 0.67220247 0.40125054 0.57808545 0.47591859 0.47318565 0.38441648 0.31723346 0.40755766] [ 0.40255292] [ 0.49950948 0.72702291 0.45871247 0.40418099 0.51153622 0.56162803 0.47524688 0.59478034 0.5169342 0.51195102] [ 0.12086236] [ 0.61913825 0.76275516 0.39249179 0.58088358 0.36542546 0.49130129 0.35852485 0.69109296 0.56471363 0.49943041] [-0.64966799] [ 0.38633328 0.62504538 0.60086195 0.54893634 0.50161131 0.66928522 0.36224256 0.52761354 0.45697338 0.64809454] [-0.97779285] [ 0.50675492 0.70050996 0.38741365 0.63574232 0.43539669 0.33547912 0.41628537 0.57337738 0.39492914 0.52981571] [-0.0432769] [ 0.78905966 0.57308871 0.48974489 0.38116566 0.31646903 0.1996054 0.45384834 0.63536638 0.56041042 0.25982271] [-0.51937529] [ 0.43963092 0.43693063 0.65710865 0.39692171 0.52458329 0.70029731 0.39570275 0.55869303 0.36441191 0.59399129] [-0.10481718] [ 0.76373875 0.6136221 0.39157542 0.42782211 0.2815167 0.30395199 0.38201754 0.65788409 0.47024231 0.30895205] [-0.63403866] [ 0.28465654 0.46704507 0.54783995 0.52098393 0.4727491 0.69277502 0.41999085 0.45866361 0.4788818 0.56519124] [ 0.21846993] [ 0.59382622 0.42870602 0.58139495 0.42187199 0.58763553 0.45242478 0.43500221 0.55375057 0.35393051 0.42135328] [-0.07963715] [ 0.81373007 0.70499541 0.56337152 0.47790979 0.50020946 0.26896317 0.45436195 0.73074842 0.67445061 0.3584451 ] [ 0.67115669] [ 0.70165074 0.59211204 0.56889186 0.57431415 0.49910778 0.31233899 0.44798496 0.62479582 0.4983603 0.38622704] [-1.11853292] [ 0.64600269 0.61118016 0.53098234 0.55974486 0.3818309 0.34384323 0.48580581 0.52283867 0.561718 0.37514479] [-0.96984376] [ 0.47359764 0.68223971 0.46921787 0.55615627 0.32215222 0.41570545 0.37201058 0.60467349 0.5332977 0.48814368] [ 0.09656286] [ 0.54886759 0.67092694 0.33132029 0.37463423 0.36886847 0.28647779 0.44189767 0.58229514 0.57609053 0.32583778] [ 0.26388646] [ 0.40662195 0.35780672 0.57033217 0.3318396 0.5396784 0.60073375 0.53644731 0.48265063 0.39813394 0.37930746] [-0.24644262] [ 0.76227262 0.64581924 0.64746625 0.34110618 0.49870398 0.46615495 0.54996733 0.68844671 0.58795429 0.49160079] [-0.84210231] [ 0.44207308 0.64922632 0.47935509 0.60942017 0.31572624 0.58284064 0.44418727 0.66000499 0.47899272 0.47108577] [-0.31494711] [ 0.26410334 0.40818891 0.56813554 0.52794126 0.49661111 0.72968604 0.39054948 0.38573784 0.35883794 0.56336553] [-0.69763523] [ 0.61379493 0.69353437 0.56059617 0.68804548 0.36921401 0.51219229 0.35785184 0.62307582 0.53666405 0.4995271 ] [-0.59031935] [ 0.59143772 0.66962019 0.39510356 0.59278608 0.37316202 0.2295597 0.35904471 0.64031428 0.56213917 0.34068567] [ 0.3909511] [ 0.7554825 0.55364829 0.49857562 0.34052388 0.39035161 0.14837076 0.44613378 0.70387943 0.46129986 0.30700831] [-0.20918104] [ 0.47962056 0.35228319 0.63492066 0.30860086 0.59437017 0.39986959 0.44390674 0.38066813 0.33849241 0.43431421] [ 0.06602654] [ 0.54280222 0.52016597 0.54507176 0.46119752 0.50806018 0.52751964 0.39817192 0.57646229 0.45464011 0.54991379] [-1.0987368] [ 0.70160748 0.71921006 0.52202097 0.62984691 0.38467439 0.4202145 0.45568503 0.63023629 0.5600093 0.39905084] [ 2.39606132] [ 0.81689328 0.52371542 0.4511064 0.4018326 0.43760525 0.18082538 0.55857265 0.75321487 0.39346064 0.49558891] [-0.19843234] [ 0.76592404 0.47017517 0.59571609 0.39614209 0.48188391 0.28375401 0.55540486 0.70972285 0.50398178 0.32637473] [-0.18714674] [ 0.64481813 0.70103888 0.52915246 0.36985697 0.51368511 0.49293703 0.4070633 0.63643477 0.58427668 0.547584 ] [-0.3645022] [ 0.48569298 0.43287364 0.57648199 0.39377374 0.56171038 0.53619153 0.41463007 0.64808803 0.41431059 0.43742982] [-0.72602801] [ 0.51207757 0.79294397 0.32100194 0.64394499 0.37844713 0.62887569 0.48872458 0.65275202 0.57888681 0.55258281] [-0.87146218] [ 0.39529199 0.80239449 0.39290699 0.64788859 0.28082901 0.43512248 0.40171106 0.56224429 0.65345678 0.6811078 ] [ 0.08487002] [ 0.60976713 0.6537222 0.48751002 0.41674874 0.39912907 0.54251636 0.50697046 0.65418622 0.53069189 0.45893355] [-0.34486611] [ 0.70887075 0.6057895 0.47529558 0.54100544 0.33039882 0.29971759 0.32588436 0.62703248 0.54973341 0.32482059] [-0.31742734] [ 0.69464237 0.65435901 0.49453213 0.53619385 0.27793126 0.24288534 0.46349539 0.55262896 0.55287483 0.38842938] [-0.33053753] [ 0.54722769 0.71598095 0.45428069 0.55923865 0.36490852 0.26261375 0.3687912 0.61176865 0.50129922 0.4902412 ] [-1.01296387] [ 0.56228589 0.71042702 0.40514478 0.70678111 0.36084342 0.318573 0.46507756 0.52223833 0.65081502 0.50355038] [-0.95976467] [ 0.4667136 0.58254565 0.40714878 0.5253422 0.36778579 0.50051998 0.36651073 0.6094578 0.45473739 0.49199954] [-0.07405335] [ 0.37828119 0.57608521 0.44730895 0.51453275 0.38896955 0.62029301 0.42219319 0.61788554 0.46799325 0.4874028 ] [-0.13595137] [ 0.46095543 0.39371293 0.65381045 0.55624903 0.41311231 0.54069494 0.4484784 0.55449163 0.39248691 0.41040789] [-1.04785946] [ 0.69232677 0.6771433 0.53457791 0.69576158 0.43134538 0.40840082 0.37349458 0.63519362 0.53627016 0.38886375] [-0.49936706] [ 0.27660614 0.7164134 0.37351 0.66147848 0.39790472 0.61292304 0.31430585 0.4026319 0.46869004 0.57897864] [-0.31742734] [ 0.69464237 0.65435901 0.49453213 0.53619385 0.27793126 0.24288534 0.46349539 0.55262896 0.55287483 0.38842938] [ 1.04954912] [ 0.63798739 0.43347814 0.52690669 0.36406537 0.44780214 0.31310826 0.43528905 0.65020083 0.40180633 0.31756546] [-0.46939076] [ 0.58603127 0.73155229 0.47941801 0.48324792 0.36922769 0.32760221 0.47596382 0.65190393 0.62917911 0.4710809 ] [ 0.70896765] [ 0.53143151 0.53854736 0.56161087 0.42521921 0.45484437 0.49289017 0.46627996 0.55746254 0.37364133 0.4993009 ] [-0.39980219] [ 0.51073248 0.53502085 0.53461207 0.54967134 0.51104529 0.53841797 0.50406328 0.51550688 0.38871317 0.58620401] [ 1.36167212] [ 0.78444784 0.493467 0.52060994 0.35684543 0.41026216 0.11874073 0.41946531 0.68489919 0.40256062 0.2746294 ] [ 1.7338116] [ 0.38918679 0.48304538 0.46247365 0.41496785 0.4828211 0.55389003 0.42816637 0.5160713 0.39854041 0.40476307] [-0.8861759] [ 0.56589322 0.77651595 0.55352197 0.56861247 0.3778704 0.562911 0.52311655 0.65098025 0.60892513 0.54887535] [-0.60616451] [ 0.33363095 0.67163184 0.40238454 0.48045616 0.42113574 0.58157945 0.36677597 0.48865029 0.51495984 0.61821356] [ 1.42830557] [ 0.64688692 0.66487932 0.43952931 0.37003843 0.40982504 0.17442329 0.36548658 0.53111224 0.54348855 0.3196116 ] [-0.59516261] [ 0.36353444 0.41731356 0.65905943 0.43023397 0.50973181 0.5717802 0.42515266 0.39098045 0.44028134 0.50030008] [ 0.47136598] [ 0.48769395 0.72391498 0.42493268 0.57657789 0.27549445 0.36043019 0.44443174 0.61365133 0.58982731 0.47069984] [-0.47086712] [ 0.34874049 0.49329073 0.50634849 0.73821295 0.41770239 0.60788198 0.4627771 0.45542131 0.49016816 0.41793623] [-0.89483642] [ 0.54652344 0.76816539 0.43619424 0.60618815 0.34123137 0.43267445 0.46749557 0.61705112 0.67813501 0.48788685] [-0.36020826] [ 0.68725689 0.58719449 0.5930827 0.38947115 0.50823038 0.56462572 0.39026087 0.66022724 0.52705076 0.53502508] [-0.73162778] [ 0.49859794 0.30858289 0.65407122 0.37523689 0.52176702 0.40984619 0.48634555 0.4322987 0.34826352 0.53361298] [-0.13217112] [ 0.3447975 0.42903076 0.53331021 0.53242022 0.56110154 0.63362024 0.46104136 0.53344176 0.35414228 0.4012188 ] [ 0.97864791] [ 0.56622769 0.68505206 0.40885975 0.64051335 0.26659571 0.29306426 0.42452099 0.63528118 0.50917958 0.42100662] [-0.16091877] [ 0.40549874 0.55201924 0.55017076 0.69210034 0.36830201 0.66850104 0.28988864 0.55652345 0.55899837 0.49547985] [ 0.98865654] [ 0.36545371 0.69685862 0.45332249 0.63611285 0.44179288 0.72965367 0.37623916 0.59170291 0.58702094 0.59266741] [-0.74017691] [ 0.30316852 0.29859675 0.61989292 0.65810008 0.41553244 0.61141588 0.46159452 0.46774076 0.45014183 0.3293523 ] [-0.07850857] [ 0.48706261 0.61616781 0.48980441 0.61038459 0.26266961 0.31821662 0.45946571 0.61344554 0.47516308 0.42519613] [-0.93722737] [ 0.46425402 0.65886759 0.41090989 0.52961036 0.34622879 0.32336391 0.39196357 0.54710296 0.56925872 0.35954973] [-0.4973485] [ 0.43161077 0.34006196 0.51775194 0.52727293 0.46276798 0.4782736 0.37088823 0.4242026 0.43134328 0.3085019 ] [-0.38068992] [ 0.59909727 0.72373397 0.4895529 0.54204796 0.37162057 0.4809681 0.52518789 0.7323387 0.62178447 0.5017213 ] [-0.95694667] [ 0.71977114 0.7345124 0.41752227 0.50903125 0.25445317 0.25754524 0.41581708 0.64738993 0.5916744 0.36604858] [ 0.17193417] [ 0.66052549 0.64527798 0.54690613 0.48129348 0.48609532 0.29068508 0.56123083 0.64640636 0.47219312 0.51250018] [-0.36375997] [ 0.64469805 0.5802125 0.52241904 0.59532961 0.48726082 0.2993893 0.40046421 0.66532532 0.60666713 0.43016564] [ 0.28710423] [ 0.47794797 0.63087132 0.4273193 0.71495078 0.26870235 0.29177922 0.40437322 0.56649544 0.5381974 0.37807603] [ 1.4927471] [ 0.5596516 0.48143469 0.5782935 0.36814661 0.46520121 0.44421738 0.36642041 0.49788862 0.36677832 0.45367212] [-0.71854665] [ 0.57825169 0.56644558 0.57441511 0.55601198 0.57504092 0.47652158 0.41976428 0.58959537 0.4803759 0.49355445] [-0.58124823] [ 0.56864016 0.67834161 0.40073405 0.62940133 0.40365502 0.57562449 0.46784517 0.73740189 0.5507892 0.42346815] [-1.08893502] [ 0.63136027 0.46609393 0.61306849 0.26594435 0.61455042 0.38506147 0.46147473 0.52181811 0.3334417 0.50821583] [ 2.31025018] [ 0.6450789 0.52613838 0.51500445 0.3389103 0.47604351 0.35190392 0.47960524 0.59491544 0.48442233 0.35932538] [-0.75499934] [ 0.43544412 0.62038156 0.42530865 0.53172229 0.51966838 0.57395281 0.45854933 0.59850714 0.48319382 0.69131767] [-1.03724011] [ 0.61258243 0.71284952 0.44663263 0.63554932 0.23191851 0.478844 0.34736663 0.6171869 0.56555205 0.48260997] [ 0.10282887] [ 0.53178232 0.57002054 0.5031978 0.50857275 0.41534913 0.48475043 0.33529851 0.72373725 0.4778402 0.49142615] [-0.57259687] [ 0.63882445 0.7489775 0.43578721 0.54942207 0.29591446 0.26501199 0.43187747 0.63689133 0.61999308 0.41087103] [-0.44489595] [ 0.3416914 0.65007559 0.49628829 0.59141859 0.48405259 0.70627258 0.44652324 0.46224871 0.525173 0.68466168] [-0.02211316] [ 0.37972792 0.52057977 0.56527011 0.36143842 0.50373475 0.55172377 0.50408148 0.63470467 0.35515853 0.48967989] [-1.08365041] [ 0.64461165 0.63166937 0.61582242 0.55444956 0.46536944 0.42376544 0.40462011 0.60892836 0.46586418 0.40309405] [-1.12087074] [ 0.63614989 0.38599055 0.54106912 0.42426673 0.57481233 0.44644435 0.43013152 0.6319276 0.25344603 0.43304896] [-0.3061405] [ 0.48019934 0.49483841 0.56971528 0.47371349 0.52336581 0.37671051 0.40400538 0.50240938 0.39320993 0.41753251] [-0.30245714] [ 0.61089189 0.83001368 0.34218696 0.47306346 0.32035946 0.38243377 0.45742291 0.61800766 0.66283884 0.64376229] [-0.27904535] [ 0.46768471 0.50323685 0.53512852 0.41133193 0.50161413 0.44719703 0.50734078 0.58603283 0.48772551 0.49353994] [-0.78859884] [ 0.36943195 0.72221931 0.35959619 0.68178223 0.35493217 0.56881023 0.50063224 0.55700099 0.52653642 0.48321423] [ 2.75905403] [ 0.7555781 0.46288314 0.5754186 0.3232978 0.44332064 0.14758353 0.49560126 0.68672812 0.35592861 0.33948589] [-0.49258915] [ 0.42494532 0.55387961 0.38866264 0.62371563 0.35739695 0.3129496 0.41827717 0.42881175 0.56222334 0.29388324] [ 0.1521037] [ 0.34228197 0.68045108 0.42399258 0.6544491 0.46227526 0.53814757 0.32687892 0.48798907 0.69121175 0.52271235] [-0.91282251] [ 0.37764004 0.69433089 0.35926067 0.64333408 0.34107405 0.44756238 0.48081965 0.56533677 0.45599509 0.48184768] [ 2.38961904] [ 0.55691443 0.63355079 0.44127474 0.62430478 0.52595971 0.3399176 0.45591973 0.57062117 0.58038779 0.42863404] [-0.31929892] [ 0.782457 0.64552924 0.48316892 0.45643091 0.32422924 0.14084082 0.40379106 0.67469727 0.58743685 0.38138167] [-0.56774503] [ 0.39058981 0.55223006 0.50054098 0.60534304 0.42414198 0.67362012 0.45548528 0.59234777 0.59655724 0.40113949] [-0.93735059] [ 0.64769641 0.51997666 0.52739381 0.51850095 0.49826921 0.2983701 0.42508059 0.60971931 0.49602257 0.30182927] [-0.57052104] [ 0.575188 0.53826062 0.47974338 0.65356042 0.46014041 0.48703674 0.46501658 0.55441087 0.55261413 0.37855179] [ 0.25432893] [ 0.53945229 0.62718734 0.56736032 0.53412683 0.48460815 0.48585691 0.41460667 0.5738001 0.66023317 0.4820721 ] [-1.11485445] [ 0.62825892 0.73860756 0.39763379 0.62577677 0.46217313 0.43461892 0.38907388 0.68169737 0.61041869 0.45698939] [-0.62204144] [ 0.34788706 0.41188281 0.61078889 0.39487076 0.56926678 0.48747561 0.45028383 0.38333366 0.42193194 0.41899959] [-0.70373856] [ 0.36339297 0.39714746 0.61326935 0.44394828 0.62006072 0.70326263 0.4314032 0.52592961 0.41741432 0.53008462] [-0.73492879] [ 0.42143279 0.6524229 0.40876938 0.65923855 0.38174372 0.71882201 0.52090244 0.70885936 0.5365434 0.44601447] [-0.35509522] [ 0.49781736 0.41434081 0.57405452 0.47167654 0.5425199 0.45080934 0.51244793 0.46115811 0.48884191 0.44223514] [ 0.12367865] [ 0.4680933 0.50051913 0.606063 0.44812545 0.55796026 0.44023221 0.33846627 0.37352077 0.43051515 0.4639455 ] Progress: 3.4% ... Training loss: 0.774 ... Validation loss: 1.413[ 0.49757124] [ 0.56901822 0.60967126 0.48881124 0.50505706 0.42464482 0.55037339 0.51327722 0.61141039 0.4642837 0.53640217] [ 0.69537956] [ 0.60510966 0.38086948 0.64151292 0.29314823 0.49925618 0.43457936 0.44640574 0.56812399 0.32705879 0.44798984] [ 2.91243358] [ 0.48192943 0.76949399 0.33900404 0.63511588 0.33146633 0.28854181 0.40372592 0.57720604 0.57391164 0.52447025] [ 2.5214561] [ 0.6399581 0.67365315 0.46932574 0.38189659 0.41005446 0.3513438 0.42276804 0.6726099 0.59366928 0.46204527] [-0.02856958] [ 0.42801386 0.50642732 0.63462248 0.46428095 0.4177471 0.63266359 0.44704139 0.50816497 0.3864785 0.56251679] [-0.68023707] [ 0.50954988 0.7936847 0.34718033 0.65631408 0.3102711 0.29681975 0.31623529 0.62344733 0.61176724 0.5630982 ] [ 0.9444212] [ 0.47494177 0.33857572 0.51091549 0.48915109 0.42184507 0.21920241 0.38583175 0.58429912 0.33738992 0.22206511] [-0.79640414] [ 0.60057285 0.63561207 0.56680532 0.67837478 0.47966358 0.47051544 0.39615424 0.59700964 0.53992713 0.42406612] [-0.18956853] [ 0.80792673 0.63151382 0.5294133 0.32942694 0.34306705 0.28561952 0.51000648 0.74236926 0.56625478 0.43856961] [ 1.55208936] [ 0.75584601 0.50585925 0.54434862 0.30519993 0.5176988 0.40678543 0.52653863 0.65922791 0.38250294 0.39309644] [ 0.22261789] [ 0.67349985 0.67853507 0.43756692 0.55360484 0.31120258 0.16278729 0.47638422 0.61657045 0.52982077 0.42231414] [ 0.00467255] [ 0.32452535 0.43338263 0.56290363 0.67565145 0.47824437 0.58476317 0.35426833 0.35951468 0.54499276 0.38534339] [ 1.32961049] [ 0.66639851 0.72225752 0.52915227 0.48719515 0.45157246 0.4543974 0.49429214 0.67514702 0.60773977 0.50491411] [-0.95234312] [ 0.66088882 0.47263501 0.60383636 0.171035 0.61131335 0.45975354 0.57949442 0.61035015 0.38667854 0.47462003] [-0.80574364] [ 0.57774886 0.66997293 0.48508172 0.67407548 0.48392862 0.40873177 0.40207884 0.60884901 0.4750173 0.46012138] [-0.13407368] [ 0.5299552 0.58915014 0.48545886 0.34190801 0.43829818 0.50118986 0.54148898 0.70689243 0.47148979 0.39384809] [-0.83958109] [ 0.62853845 0.72933294 0.39617453 0.57883349 0.34920698 0.3051836 0.35316323 0.60045807 0.52017272 0.6003132 ] [-0.19767339] [ 0.29554625 0.68848416 0.42587951 0.65229488 0.47619696 0.71335998 0.32814078 0.46184519 0.51414727 0.6582739 ] [-0.51882368] [ 0.52121727 0.7417472 0.4643887 0.57451113 0.47763594 0.70328793 0.48129746 0.66171025 0.66181434 0.57205637] [ 0.35495893] [ 0.66487017 0.77021572 0.38732934 0.48465324 0.24822237 0.25212178 0.37814065 0.57465389 0.63777903 0.38519146] [ 0.89791168] [ 0.66429811 0.63452164 0.59472721 0.44046165 0.48398449 0.40625584 0.51705747 0.63401055 0.40655177 0.58115252] [ 0.73802787] [ 0.43718296 0.43296005 0.46782492 0.44298151 0.32500583 0.4747026 0.40252453 0.57956589 0.414716 0.39309813] [ 0.0103203] [ 0.49736122 0.64259628 0.48027733 0.64510072 0.45080429 0.55171384 0.54199055 0.57089159 0.49780097 0.55906555] [-0.2419506] [ 0.37752436 0.38959009 0.60869583 0.50145813 0.49557874 0.51346264 0.37944017 0.4682517 0.3689403 0.46686461] [ 1.13039222] [ 0.46231995 0.70642807 0.44252467 0.56473418 0.38658458 0.498783 0.49975267 0.62632808 0.52785675 0.57111406] [ 1.27347062] [ 0.72576296 0.61422939 0.56584682 0.42630002 0.48240504 0.4340583 0.52301773 0.65609682 0.4832385 0.45237901] [-0.04581144] [ 0.55400576 0.54844613 0.53451791 0.41611988 0.46337839 0.36818366 0.41122112 0.46861605 0.36287721 0.53170606] [ 0.47194542] [ 0.50753033 0.69933986 0.40480191 0.6721337 0.44058781 0.58557656 0.48715653 0.61322807 0.56738462 0.50672465] [-0.33360115] [ 0.24095595 0.39925373 0.64851458 0.53175376 0.42042242 0.72761535 0.48605203 0.41316508 0.44812098 0.49063645] [ 0.90230677] [ 0.76558103 0.55719249 0.5454362 0.28106678 0.40148874 0.1458809 0.45259048 0.74859579 0.56141987 0.2655168 ] [ 0.89511152] [ 0.59099173 0.60532498 0.38178458 0.58751636 0.30448911 0.19083239 0.50419725 0.6447901 0.52698126 0.59240015] [-0.26229971] [ 0.5120369 0.75175236 0.47468941 0.56333599 0.36416661 0.40659967 0.4203729 0.5727273 0.59504116 0.47350716] [ 1.65155159] [ 0.54230461 0.57642954 0.44450519 0.50952508 0.42302432 0.25335587 0.41519222 0.51824721 0.48171848 0.2875979 ] [-0.0765764] [ 0.31051201 0.3152039 0.59342357 0.54972262 0.47836547 0.48718624 0.49475271 0.48097213 0.35952134 0.62414181] [-0.35965549] [ 0.53649356 0.79915832 0.47912124 0.72093705 0.42165291 0.54985921 0.35550603 0.60191206 0.58851027 0.70733624] [-0.82837018] [ 0.4907083 0.32903237 0.6163596 0.63028176 0.38463209 0.47011225 0.41533823 0.45052147 0.40226516 0.26981704] [ 0.3967643] [ 0.66152952 0.51225633 0.50869623 0.35391988 0.40658954 0.32399798 0.51294186 0.67694711 0.41964637 0.30601439] [-0.09280578] [ 0.73072706 0.51703395 0.50832924 0.5199646 0.38462308 0.56873922 0.44578087 0.70929536 0.46841968 0.45091518] [ 1.89961526] [ 0.75846018 0.52468038 0.63444628 0.36250272 0.53680084 0.22705519 0.42606309 0.69621903 0.38709692 0.31961351] [-0.38590029] [ 0.41755236 0.52303621 0.44736251 0.6667165 0.41867666 0.45445338 0.43227732 0.62367211 0.37248051 0.60487852] [ 0.71365965] [ 0.35377537 0.63582424 0.4292532 0.54464351 0.36477394 0.58851721 0.41770471 0.46097737 0.6311217 0.52099784] [ 0.90284534] [ 0.65064384 0.71301645 0.57445042 0.43300545 0.49480398 0.37959707 0.43348846 0.67144401 0.53465886 0.51339451] [ 0.17680022] [ 0.70918606 0.5842796 0.59493389 0.36405896 0.37082789 0.2466529 0.51109213 0.5949144 0.58291375 0.36783904] [-1.11425636] [ 0.66872654 0.53260455 0.5618107 0.45174593 0.36168792 0.2910841 0.4797818 0.51607126 0.53996476 0.33873441] [-0.09726092] [ 0.35372045 0.50833203 0.61961608 0.6708952 0.40696366 0.6489395 0.38897658 0.43757896 0.45029557 0.46298901] [ 0.09922811] [ 0.61628326 0.6763062 0.38072824 0.58640747 0.28423915 0.39342878 0.3957182 0.53212623 0.54924569 0.40266597] [-0.45918261] [ 0.41459058 0.79371584 0.40507306 0.68273107 0.33220211 0.45733074 0.42349943 0.56310083 0.60553574 0.67508863] [-0.89098582] [ 0.52459324 0.51185848 0.52043586 0.4803985 0.39340593 0.26326353 0.4017177 0.5364102 0.39534991 0.46602667] [-0.17992679] [ 0.53405257 0.71757647 0.35943393 0.51390934 0.28970807 0.36534677 0.34975251 0.5378108 0.474327 0.43776842] [ 1.30430555] [ 0.64473336 0.45967056 0.5497038 0.34353 0.48587087 0.45070551 0.50152549 0.58469885 0.29876268 0.40854253] [-0.09330648] [ 0.37342531 0.49375374 0.41168952 0.56124891 0.37183062 0.54350653 0.38523102 0.55075349 0.40522581 0.41462532] [-0.06163221] [ 0.47588713 0.45166454 0.5338955 0.29296982 0.44273939 0.51516332 0.40922488 0.44690181 0.31023356 0.47510173] [ 1.15905959] [ 0.72403279 0.81835623 0.49646812 0.34524281 0.37244604 0.41497613 0.54145064 0.66916424 0.67485514 0.52646736] [-0.11464939] [ 0.45482537 0.69700853 0.40615873 0.71464598 0.36583093 0.60708175 0.44312421 0.56297267 0.55673549 0.54035287] [-0.17565931] [ 0.29432529 0.65459816 0.50965057 0.64847803 0.57082489 0.7755429 0.44283567 0.51972855 0.51211601 0.65184408] [ 2.12684344] [ 0.66568481 0.69871682 0.42765665 0.39724361 0.35772871 0.21312642 0.441145 0.65715341 0.57028919 0.34645073] [ 1.52059838] [ 0.81679538 0.56483579 0.64076778 0.25823453 0.45714938 0.29398666 0.62054729 0.77109066 0.41643775 0.35078944] [ 0.32561866] [ 0.36211807 0.36360684 0.61665221 0.35007925 0.50812054 0.51713747 0.52100877 0.39770405 0.45771183 0.37628374] [-0.1722341] [ 0.3571261 0.46919777 0.61583051 0.45399442 0.55585147 0.51309536 0.47745935 0.35335824 0.53541254 0.50832615] [ 0.44056391] [ 0.40086701 0.53466223 0.54151601 0.53413999 0.48138915 0.47655772 0.43949652 0.41097887 0.56638165 0.45043998] [ 0.74068668] [ 0.70592929 0.71250421 0.45780095 0.35655659 0.43058519 0.43321902 0.530613 0.66944656 0.53578635 0.42541087] [ 0.42325726] [ 0.71659496 0.53943134 0.52691026 0.45441173 0.3004468 0.2079818 0.41708916 0.68642497 0.57323437 0.27754628] [-0.23069425] [ 0.58707168 0.80621136 0.35241672 0.60646797 0.24307475 0.35772562 0.41120323 0.64919479 0.67386019 0.51091339] [-0.27236584] [ 0.33053262 0.57768373 0.37286816 0.63750238 0.48128591 0.66093026 0.39785261 0.66846871 0.50935694 0.59527182] [ 0.44184108] [ 0.67173415 0.40873301 0.57758374 0.36279174 0.55503389 0.27917624 0.41778885 0.5388588 0.43681582 0.30913904] [ 1.05124268] [ 0.60804901 0.63971749 0.498136 0.43663245 0.33992465 0.25031469 0.4275597 0.62324698 0.49923886 0.41369649] [-0.2053559] [ 0.51807437 0.76992198 0.48694103 0.72372037 0.44099845 0.52458808 0.48391849 0.62597166 0.66281009 0.56296576] [ 0.89245277] [ 0.63446135 0.5708032 0.56994873 0.4358552 0.52429554 0.42739683 0.51163754 0.59678245 0.4900281 0.46625205] [ 0.19720488] [ 0.43228875 0.41817821 0.55908042 0.3585976 0.46505471 0.5208318 0.39744601 0.60727353 0.44960701 0.40422946] [-0.09447584] [ 0.4335539 0.61554582 0.45274237 0.55722522 0.39719641 0.663106 0.42834037 0.68810837 0.45931395 0.52184913] [ 0.15538551] [ 0.44464255 0.44901 0.49764784 0.52320655 0.4907079 0.57314113 0.39937035 0.56848804 0.43616168 0.3273608 ] [-0.18661209] [ 0.31965365 0.66133936 0.38316014 0.5583978 0.3964017 0.60403063 0.39715755 0.46292927 0.54815533 0.54647759] [-0.16292795] [ 0.61654344 0.71402282 0.35452963 0.56357581 0.25656385 0.32866479 0.33740881 0.51666873 0.53652824 0.37993274] [ 1.71760907] [ 0.60839057 0.48440523 0.58822131 0.27688993 0.56681699 0.41042917 0.66450929 0.56730366 0.51011434 0.33863491] [ 0.24908519] [ 0.50225952 0.63080436 0.54231213 0.53573508 0.39088124 0.50358426 0.47158148 0.51701163 0.53926543 0.52902768] [-0.05605492] [ 0.36157944 0.58699931 0.46722667 0.45359628 0.55101389 0.40796313 0.38093631 0.51312229 0.48863141 0.61433516] [-0.12674003] [ 0.30197407 0.59300732 0.4604453 0.65837515 0.46336323 0.63360555 0.38169582 0.40791093 0.42737122 0.51594945] [-0.95500306] [ 0.57925397 0.6087327 0.41362514 0.65071299 0.28676141 0.24460294 0.36653326 0.49323366 0.50141357 0.38272357] [-0.12207105] [ 0.22412015 0.43956946 0.55017343 0.64545396 0.46710611 0.66857727 0.46927577 0.50549094 0.33038057 0.52994319] [ 0.36627972] [ 0.7730556 0.62298667 0.627298 0.39923934 0.53136524 0.24685059 0.52602656 0.64306005 0.52658586 0.46603241] [ 0.43829442] [ 0.47132663 0.63900295 0.41262546 0.43736485 0.33319952 0.2528707 0.46542437 0.64340423 0.52283904 0.3402509 ] [ 0.49604668] [ 0.40214457 0.4742355 0.51976824 0.59054918 0.48600397 0.55375383 0.41041878 0.58113051 0.58870738 0.51834401] [-0.67144878] [ 0.46611403 0.63096821 0.41345769 0.52173827 0.46779529 0.47793849 0.39978942 0.50800489 0.5137799 0.49009369] [ 0.16218549] [ 0.74904171 0.64870246 0.58019779 0.29968046 0.42685856 0.5270921 0.53341583 0.68244356 0.46899582 0.48558933] [-0.28817362] [ 0.50836629 0.64678916 0.43843296 0.44993686 0.44133701 0.59960166 0.57878811 0.58715598 0.44049149 0.39299815] [-0.655108] [ 0.29848633 0.53369357 0.46162557 0.59289507 0.29826286 0.50090217 0.45799367 0.51092351 0.56367544 0.43074438] [ 0.93817802] [ 0.71870628 0.61266739 0.53399126 0.5353988 0.44502735 0.42646373 0.41874931 0.72120597 0.53777156 0.37715959] [-0.1017033] [ 0.4650507 0.45168031 0.41645059 0.45527292 0.38930453 0.34877273 0.39488235 0.52214185 0.41812503 0.32846497] [ 1.4345773] [ 0.53344705 0.76174833 0.39903282 0.52326664 0.27627598 0.47895729 0.44805113 0.68360735 0.60381456 0.46445507] [-0.18791734] [ 0.50770096 0.55135548 0.45759868 0.50491674 0.49820587 0.60635356 0.54829072 0.60870896 0.40766061 0.56272773] [ 0.06405091] [ 0.50132667 0.47113602 0.60221966 0.28990669 0.55318242 0.6003539 0.44502144 0.67540671 0.55368514 0.50955298] [ 0.99492357] [ 0.48753303 0.63788362 0.35163064 0.50289044 0.31448121 0.47182586 0.40288477 0.66266001 0.47386979 0.40014095] [ 0.03894671] [ 0.46455822 0.67953773 0.42571735 0.62214122 0.39337295 0.59373837 0.48895241 0.55884702 0.51337723 0.48244389] [ 0.4622927] [ 0.74175247 0.55496678 0.48762751 0.43617294 0.30808656 0.23324274 0.42630168 0.61671803 0.5518227 0.27398357] [-0.82317654] [ 0.46951085 0.5453484 0.53232811 0.59286601 0.34526784 0.34113567 0.32029733 0.54203877 0.40212161 0.34884006] [-0.43192923] [ 0.38141307 0.48475782 0.51778795 0.39719931 0.52698605 0.60346941 0.44735839 0.46029885 0.46996386 0.53837421] [-0.52746634] [ 0.51698771 0.671882 0.49193337 0.51627644 0.30514933 0.46771 0.46854477 0.64384592 0.61680988 0.49852377] [-0.15090827] [ 0.72216067 0.43550578 0.57231162 0.3484416 0.56825916 0.34692224 0.53058546 0.53919932 0.3733353 0.36153025] [ 0.08741497] [ 0.56828597 0.54569749 0.51068532 0.53147174 0.44138342 0.49045908 0.52931919 0.70708494 0.54373564 0.63273616] [ 0.80529515] [ 0.47484461 0.59220233 0.5209573 0.47306343 0.51389133 0.52282407 0.437002 0.52093929 0.56862342 0.48300502] [-0.59129891] [ 0.46231027 0.39053003 0.61484023 0.49203421 0.51589984 0.56312254 0.37808836 0.43734532 0.28860007 0.48638105] [ 2.53114455] [ 0.3716324 0.66523001 0.42077552 0.65071247 0.40492337 0.54597701 0.40574408 0.48859317 0.5609704 0.50012682] [ 2.26738472] [ 0.70649724 0.66533888 0.47122552 0.49805431 0.42992638 0.37090902 0.44563913 0.59932358 0.46158727 0.51008655] [-0.32101642] [ 0.37235823 0.51310474 0.67311889 0.51751769 0.48129181 0.61382433 0.431484 0.42813352 0.54027858 0.58859995] [-0.14242651] [ 0.51275176 0.73408611 0.42194577 0.62182562 0.41741371 0.54808329 0.3456476 0.62273504 0.52041258 0.67779917] [-0.37007917] [ 0.34650037 0.69554145 0.50181666 0.56677036 0.49167127 0.68549436 0.51067845 0.53182339 0.52820864 0.58498203] [-0.47869157] [ 0.35467555 0.52834544 0.43980357 0.49829547 0.39330609 0.60421541 0.38876694 0.47505499 0.43295237 0.41668732] [ 0.70955126] [ 0.24473722 0.55523379 0.38941657 0.45316467 0.44879205 0.639966 0.46889412 0.39177754 0.54577518 0.48890183] [-0.62623074] [ 0.57134214 0.62242122 0.4555898 0.60274782 0.27124969 0.31295701 0.36602858 0.57217694 0.52734096 0.40444449] [ 0.05571919] [ 0.24973879 0.5956134 0.44092683 0.68826011 0.4572445 0.69377712 0.40186737 0.42437116 0.48295804 0.650812 ] [-0.39244671] [ 0.5225503 0.54702782 0.60610379 0.50213074 0.5086111 0.35594406 0.48054515 0.50235638 0.54300741 0.67614037] [-0.71185807] [ 0.55999273 0.69561135 0.52150354 0.5535795 0.45823562 0.44437473 0.46566564 0.57389172 0.5720315 0.58816543] [-0.08993343] [ 0.78823802 0.48869384 0.53159454 0.49000169 0.3816731 0.43678264 0.48292836 0.7600998 0.38707381 0.44851064] [ 0.51257728] [ 0.38112897 0.60664913 0.38245147 0.66613225 0.30561008 0.36137415 0.38630986 0.42279548 0.59951702 0.35151477] [ 0.2917885] [ 0.49742719 0.44222999 0.55262327 0.30852882 0.5148091 0.4723976 0.58571573 0.56328166 0.3970545 0.41416131] [ 0.00914311] [ 0.34167836 0.65819038 0.40377102 0.68276837 0.37057317 0.57225463 0.35412262 0.53679613 0.64191341 0.51617506] [-0.32490646] [ 0.46255797 0.62876174 0.50429854 0.59430629 0.36117941 0.35984917 0.36872738 0.591035 0.44666853 0.54284446] [-0.30314386] [ 0.57398084 0.63180216 0.50622604 0.65918644 0.45328885 0.41424569 0.33692188 0.62799258 0.5071889 0.43940725] [ 0.66403958] [ 0.79229088 0.659773 0.56026741 0.31127517 0.53465759 0.37176563 0.47782096 0.69119106 0.56946732 0.42868405] [-0.47156988] [ 0.44530833 0.68378175 0.42360589 0.5736746 0.34721527 0.35885236 0.33249132 0.57771953 0.54691837 0.49542764] [-0.7800886] [ 0.64996915 0.66584448 0.56755463 0.45741683 0.43773156 0.45754553 0.49099576 0.6259566 0.49269642 0.44906501] [-0.11350668] [ 0.20640445 0.67729697 0.43807419 0.67340175 0.46297628 0.75154516 0.41921493 0.40604977 0.47721552 0.65807955] [-0.06818361] [ 0.68506861 0.73787303 0.47819472 0.31771218 0.33040112 0.22981555 0.51054927 0.68386073 0.59337542 0.42288704] [-0.79825727] [ 0.54778575 0.73667571 0.44499236 0.45409421 0.34425104 0.45229189 0.40516439 0.64296382 0.65698228 0.52561877] [-0.34933165] [ 0.33567979 0.57771152 0.49675559 0.5302512 0.37791083 0.65612301 0.30583238 0.37603248 0.38998647 0.58938881] [-0.67790725] [ 0.61858636 0.75504435 0.37519856 0.67530454 0.2480688 0.26674228 0.34819499 0.60339771 0.59670686 0.49094353] [ 1.84744466] [ 0.67545461 0.57265019 0.52745609 0.37282196 0.446919 0.30673303 0.47228872 0.56119303 0.50575747 0.35069292] [ 0.28252273] [ 0.61125752 0.31084349 0.64554878 0.34826923 0.47226759 0.42875159 0.40537899 0.53932327 0.35880074 0.31468512] Progress: 3.7% ... Training loss: 0.732 ... Validation loss: 1.175[-0.43485796] [ 0.72557653 0.67777973 0.55863361 0.51304896 0.43840214 0.35061696 0.40173419 0.65647327 0.54032713 0.39977879] [-0.99409143] [ 0.50997619 0.58279123 0.54113996 0.59834975 0.34660917 0.42676408 0.40756338 0.46039822 0.51041529 0.44120354] [ 0.3082651] [ 0.55281012 0.63382225 0.40588362 0.54981285 0.34610976 0.43790155 0.51479911 0.58948111 0.51873352 0.27111996] [ 0.18545927] [ 0.51494607 0.72137974 0.43588456 0.60610183 0.29367723 0.33995037 0.46188159 0.59666834 0.55978854 0.51265703] [ 0.44120981] [ 0.68641148 0.67372549 0.48427299 0.57743288 0.29382393 0.31680283 0.37095539 0.62839002 0.63442736 0.37675725] [-0.97604283] [ 0.56049488 0.48602974 0.47292371 0.67082122 0.51122723 0.36458118 0.39741042 0.51871593 0.2528689 0.53853727] [ 1.41903382] [ 0.61612403 0.48110265 0.59257374 0.2733686 0.56005208 0.39658076 0.66662286 0.57667987 0.51278537 0.32941159] [-0.55675595] [ 0.31800399 0.60541062 0.3825915 0.63527461 0.43373726 0.7187932 0.3858294 0.63707565 0.55601713 0.50928721] [ 0.89261607] [ 0.7060914 0.64648556 0.45191385 0.37366175 0.47948198 0.33794589 0.49194653 0.60391255 0.48060545 0.41968551] [-0.69821361] [ 0.34129161 0.60686939 0.45348328 0.55157644 0.35730184 0.45129483 0.42949217 0.47387771 0.44726539 0.48333006] [-0.49270184] [ 0.5952206 0.6858383 0.4633006 0.43295606 0.29906707 0.35249704 0.4156296 0.74408555 0.49108737 0.47020715] [ 0.2760185] [ 0.53401329 0.54273648 0.46247008 0.51214403 0.34745133 0.27040038 0.38949405 0.53657262 0.51440829 0.38407119] [-0.54520315] [ 0.61329109 0.62201088 0.49038977 0.4914095 0.46378752 0.45745012 0.45480602 0.59853164 0.43818669 0.49148068] [-0.20106089] [ 0.47299272 0.4163026 0.55084782 0.33522924 0.48830918 0.45435126 0.46034855 0.54477559 0.48140645 0.4407156 ] [-1.06244752] [ 0.57920603 0.43225688 0.64405322 0.42097337 0.49198221 0.38240893 0.43005857 0.48523979 0.3097071 0.54175101] [-1.2193913] [ 0.74730342 0.65428456 0.47111527 0.55808907 0.35359202 0.48086488 0.42738579 0.71904182 0.44918375 0.43394259] [-1.107672] [ 0.58452106 0.62772112 0.59462588 0.39264247 0.39240734 0.3849842 0.51597446 0.5922639 0.51890499 0.45508577] [-0.43424353] [ 0.70587493 0.74711473 0.52290162 0.4961158 0.28850415 0.2513864 0.44401611 0.56454494 0.68996535 0.41742691] [-0.43543013] [ 0.42111191 0.69878372 0.31545174 0.6077454 0.27577982 0.30138486 0.46860874 0.60686552 0.60900196 0.6445298 ] [-0.72325514] [ 0.41436543 0.81922137 0.33813068 0.75826902 0.40559274 0.46213882 0.3233479 0.53295189 0.59683951 0.72318246] [-0.69972202] [ 0.4137 0.81608354 0.39686785 0.67254058 0.23780461 0.48094026 0.36469957 0.56475758 0.57113862 0.58544819] [ 0.31441884] [ 0.44882442 0.64722442 0.50540909 0.34435729 0.53216737 0.55516329 0.42715167 0.66982503 0.53975788 0.56825492] [ 0.43739277] [ 0.60925315 0.70498002 0.404571 0.65997792 0.26971527 0.19451189 0.44019919 0.61942076 0.56365227 0.44477888] [-0.19815838] [ 0.65655401 0.6974788 0.53362628 0.48037816 0.4508455 0.49372071 0.52525887 0.6341475 0.57620987 0.57286541] [-0.83840165] [ 0.56922983 0.78718258 0.428192 0.63507675 0.47109247 0.46583824 0.31388741 0.67781482 0.58258365 0.58484584] [ 0.43716903] [ 0.43625604 0.60493071 0.52005162 0.6602864 0.34964405 0.63857548 0.3942715 0.54642377 0.54828052 0.5495724 ] [-1.05296368] [ 0.51249148 0.71837277 0.3811052 0.65195487 0.42857742 0.27106979 0.34706489 0.48096775 0.49668401 0.42839657] [-0.63265955] [ 0.41127985 0.7373574 0.40359037 0.61542915 0.34673378 0.73581847 0.37300072 0.68942978 0.65524643 0.61285533] [-0.17449191] [ 0.61943164 0.70033475 0.41542994 0.35153467 0.27255139 0.3118024 0.52671381 0.60668989 0.53883646 0.38829551] [-0.75829583] [ 0.76163222 0.75377093 0.47135969 0.40526594 0.35901402 0.22388622 0.45840297 0.69108307 0.68307776 0.36288754] [ 0.99458679] [ 0.61370837 0.67551164 0.48547643 0.46123584 0.44112166 0.46590103 0.5422098 0.61572517 0.53189713 0.5234269 ] [-0.63149816] [ 0.40204991 0.47234445 0.43222476 0.62133701 0.49368357 0.59651625 0.46324663 0.5192632 0.38947637 0.44863083] [-0.92313321] [ 0.61498714 0.50221253 0.65653757 0.4606791 0.64597499 0.42989325 0.44868329 0.53102981 0.43030523 0.41808733] [-0.42172002] [ 0.45597157 0.47435304 0.48548613 0.53519773 0.4181199 0.53288649 0.38052307 0.59886262 0.3970025 0.4090701 ] [-0.71001098] [ 0.34237643 0.55577224 0.43925353 0.38412994 0.45047126 0.67459253 0.43168024 0.48362785 0.56308389 0.46338412] [-0.49096001] [ 0.57557995 0.70273941 0.43950858 0.65540268 0.45754469 0.61162468 0.41055135 0.70478337 0.501469 0.45796648] [-0.48063297] [ 0.58698224 0.6736448 0.60262034 0.61755302 0.49173646 0.55589744 0.45156642 0.59862852 0.53621841 0.49550921] [ 0.54501025] [ 0.35975074 0.70917775 0.33445063 0.64248655 0.48605575 0.72527322 0.49192 0.61094513 0.68351347 0.47249577] [ 0.52060444] [ 0.64619963 0.66612924 0.43982611 0.5778224 0.27650839 0.24141542 0.46287826 0.6050127 0.58297413 0.35268243] [-0.38291683] [ 0.36621298 0.26417288 0.56174907 0.28789987 0.48755602 0.49487203 0.49424426 0.42059551 0.3365472 0.33789718] [-0.70928201] [ 0.51149708 0.73690098 0.42507768 0.62749125 0.35835373 0.65748854 0.4468052 0.63068675 0.53906396 0.64100634] [-0.6161297] [ 0.36880578 0.46050963 0.64885123 0.56829177 0.41302274 0.6534989 0.38346004 0.43618056 0.39385573 0.55632967] [-0.21884627] [ 0.62568242 0.56485011 0.50831585 0.36895024 0.49970939 0.26834989 0.48198171 0.63525491 0.55718911 0.33308973] [ 0.10871264] [ 0.46145194 0.48140047 0.50619836 0.51447275 0.40181714 0.37850488 0.37363269 0.60071271 0.48713743 0.36750535] [-0.52404258] [ 0.78907404 0.57044935 0.53213018 0.23636126 0.35259512 0.24896816 0.45952099 0.72059029 0.42979758 0.3272902 ] [ 0.81156348] [ 0.61129026 0.57501339 0.53219214 0.51650695 0.4765942 0.343079 0.45577518 0.55008253 0.56370575 0.31581702] [-1.04828994] [ 0.61718128 0.79665231 0.45188807 0.62358519 0.41324202 0.39335308 0.44415317 0.5446883 0.55023462 0.5069792 ] [-0.49222403] [ 0.5360181 0.36981716 0.58245275 0.32641322 0.5357607 0.60267728 0.42046668 0.52803993 0.48709057 0.47592603] [-0.59506559] [ 0.24816006 0.42622269 0.56191111 0.55527859 0.52332652 0.74717411 0.50619553 0.50060398 0.27752356 0.45661047] [-1.15641253] [ 0.68784777 0.78987746 0.43901917 0.51560653 0.24732034 0.34107222 0.4307822 0.60645704 0.61083749 0.47819424] [-0.52822928] [ 0.38024124 0.75942583 0.37972485 0.75297495 0.33581167 0.57963902 0.4436618 0.62440183 0.53056372 0.74962381] [-1.04096049] [ 0.67759891 0.75946063 0.39084812 0.58907453 0.22523263 0.28998631 0.39169394 0.65118297 0.62325786 0.38430555] [-0.26790466] [ 0.67595756 0.57088982 0.59601279 0.31590197 0.37887169 0.30012739 0.51943247 0.70750307 0.62947453 0.40719107] [-0.74248733] [ 0.62293454 0.60032251 0.53915531 0.46386391 0.49944389 0.37023727 0.38802285 0.68318436 0.45632754 0.45697142] [-1.12567259] [ 0.47282181 0.52706584 0.44517927 0.4867184 0.38077699 0.38234332 0.38197289 0.55974926 0.56229707 0.33913104] [-0.03062477] [ 0.56130954 0.56302031 0.59822454 0.37086619 0.4832943 0.4227747 0.44256544 0.4497708 0.4448948 0.57383361] [ 3.44195373] [ 0.66822024 0.58755034 0.4975142 0.2977563 0.38797851 0.336802 0.55257375 0.73859678 0.46540264 0.2961702 ] [-0.52719751] [ 0.36922956 0.59850416 0.50078325 0.58764473 0.44502194 0.71736295 0.34313436 0.57431327 0.50570398 0.58455278] [-0.97730179] [ 0.40472597 0.64587045 0.44211828 0.56727282 0.34829598 0.38714849 0.37018068 0.57445178 0.59712088 0.4316556 ] [-0.19550802] [ 0.74625157 0.72209475 0.45265151 0.3436665 0.43723781 0.50028051 0.48097132 0.68622696 0.5236765 0.46251774] [-0.52638189] [ 0.52281117 0.5132232 0.49811113 0.6669796 0.29319762 0.26717554 0.43583169 0.58112607 0.43274279 0.46513842] [ 0.91904352] [ 0.69964084 0.63458937 0.46168397 0.43125587 0.38102696 0.2429194 0.42041831 0.67298431 0.51392252 0.37108164] [ 0.98479588] [ 0.50713279 0.55553489 0.45624197 0.32258314 0.44927269 0.4059119 0.4044068 0.57930284 0.4135492 0.50601095] [-0.80004297] [ 0.52115408 0.68357679 0.5204945 0.52493282 0.57081878 0.60127589 0.38809479 0.62824972 0.50697505 0.63826758] [-0.20268906] [ 0.76225189 0.44401936 0.56653355 0.33370131 0.48344154 0.32918248 0.4740691 0.76117717 0.30621568 0.34726586] [ 0.13797677] [ 0.72375292 0.71313573 0.4528945 0.60020779 0.3395145 0.17737423 0.48182702 0.58896683 0.70042068 0.42827506] [-0.54277165] [ 0.40618696 0.42271412 0.67517495 0.43875366 0.43506555 0.56776154 0.4261749 0.48512347 0.36540278 0.49524286] [-0.98726605] [ 0.56046261 0.53666623 0.43226631 0.49106407 0.52212042 0.58621875 0.36540206 0.69598422 0.4216245 0.48519922] [-0.51414999] [ 0.30362301 0.64330145 0.44467089 0.61736917 0.38072803 0.74172004 0.39232605 0.46377196 0.59994982 0.61074811] [-1.01308933] [ 0.4541688 0.31106819 0.60372357 0.4029207 0.59587986 0.32481984 0.43595426 0.28820558 0.2547894 0.34159694] [-0.95918515] [ 0.49136723 0.59442868 0.50933138 0.53730001 0.40749691 0.41955828 0.42205606 0.59180134 0.49977228 0.46226621] [-0.81930767] [ 0.39718791 0.65089765 0.42098189 0.64149669 0.3613255 0.60147701 0.53467997 0.61717382 0.58827359 0.42629116] [ 1.59078109] [ 0.76757038 0.51953901 0.64107273 0.355856 0.52596118 0.21176955 0.42984935 0.7086903 0.39115091 0.30530957] [-0.49925908] [ 0.37937386 0.59954956 0.4812865 0.56421303 0.43329603 0.70343048 0.36556695 0.62476601 0.55434111 0.56937847] [ 0.95111791] [ 0.56617971 0.36424828 0.61657695 0.41832485 0.45434197 0.34959672 0.43703891 0.6012766 0.29305764 0.33429475] [-0.69265348] [ 0.62417677 0.7763089 0.50263207 0.51727564 0.42667617 0.43688862 0.48545431 0.63566425 0.55487563 0.50216826] [ 0.05379427] [ 0.62774319 0.54753876 0.50829267 0.38283504 0.43439605 0.23574708 0.49446418 0.5606772 0.47635994 0.29413976] [ 1.11519379] [ 0.67163862 0.77386406 0.48989975 0.32556411 0.31534695 0.34710065 0.49704527 0.57134174 0.61829188 0.4932017 ] [-0.01907563] [ 0.72898041 0.54632948 0.5406774 0.36848759 0.48136308 0.38903151 0.51846675 0.64670504 0.49855122 0.39127882] [ 1.00650831] [ 0.64561053 0.73394184 0.36301833 0.37325101 0.28516402 0.19235001 0.49607953 0.64917449 0.63498052 0.30984609] [ 0.54962094] [ 0.44944723 0.54658717 0.55296605 0.44425394 0.4332713 0.49351609 0.3700137 0.38681502 0.38329786 0.48170069] [-0.84124307] [ 0.58066993 0.74849414 0.36133318 0.56791766 0.36526422 0.5029803 0.49714397 0.61901222 0.60935587 0.48309815] [-0.50630638] [ 0.37074498 0.49513286 0.59827763 0.49879442 0.48336977 0.5456946 0.43493768 0.49660082 0.44135481 0.5900989 ] [ 0.1546765] [ 0.39463904 0.45635337 0.5298627 0.45295684 0.52085473 0.52339827 0.33108069 0.48804356 0.40823004 0.4148857 ] [-0.34023106] [ 0.41955769 0.6176929 0.49383748 0.58730117 0.2922936 0.46611157 0.35169308 0.52269587 0.44951598 0.51174655] [ 0.05215832] [ 0.43669602 0.4149047 0.48595085 0.48143616 0.40180958 0.23436432 0.48932969 0.5799576 0.44766807 0.26163874] [ 0.02970022] [ 0.6821638 0.74186512 0.51285242 0.54533056 0.46425836 0.29774115 0.51685676 0.70011271 0.6097506 0.4323089 ] [-0.71001329] [ 0.64917022 0.5337286 0.63397847 0.33951847 0.60921998 0.41157895 0.40797904 0.55327861 0.43780816 0.61607542] [ 2.93855571] [ 0.75691 0.59376365 0.45922541 0.37080473 0.28563404 0.2544382 0.39893248 0.68111018 0.51162966 0.30623123] [-0.60174188] [ 0.67158706 0.71735892 0.4801275 0.46440308 0.44138003 0.47622785 0.45741527 0.71324051 0.56724563 0.48976355] [-0.72259266] [ 0.36961057 0.53383605 0.53840256 0.55461323 0.46336941 0.63028685 0.35326959 0.52019187 0.43977237 0.56273263] [-1.06099101] [ 0.52516716 0.37677347 0.62172413 0.52171097 0.38718163 0.39718348 0.38242435 0.55402446 0.3824364 0.34342578] [ 1.32637752] [ 0.68403245 0.57748936 0.57376665 0.54534576 0.47646608 0.48134956 0.37697308 0.70170702 0.40919123 0.42280153] [-1.04356474] [ 0.64108487 0.66192436 0.43609917 0.49537079 0.41359889 0.44599324 0.50076355 0.57940738 0.48796034 0.43139748] [-0.17478921] [ 0.28223173 0.50513572 0.49692534 0.5545414 0.45748645 0.49647767 0.51570443 0.43231503 0.51159011 0.44633806] [ 0.59973483] [ 0.7101684 0.5880205 0.57519212 0.56863901 0.48985648 0.29904264 0.45149078 0.6365267 0.50227817 0.37312565] [ 0.33080485] [ 0.53784718 0.45083272 0.54266375 0.49741383 0.51242819 0.33024938 0.52423733 0.40477409 0.47986165 0.33022063] [-1.0091547] [ 0.52052658 0.73904662 0.37058902 0.62362528 0.3860505 0.37467362 0.33162193 0.57117366 0.5075303 0.4991524 ] [ 0.81073772] [ 0.42822368 0.52930411 0.4659531 0.33887636 0.416748 0.32705026 0.49294581 0.46415885 0.50561595 0.37599956] [-1.18961066] [ 0.73582134 0.75776971 0.50198268 0.60267388 0.38447421 0.39242724 0.40259016 0.70779856 0.57026938 0.43890027] [-0.26908114] [ 0.58967772 0.59069847 0.56349733 0.59699924 0.3001379 0.31954217 0.37962623 0.50678964 0.57508201 0.40246276] [-0.95699689] [ 0.56335878 0.66514778 0.57851908 0.50079944 0.38872806 0.51516909 0.55229729 0.56538986 0.57187772 0.42151935] [-0.31637451] [ 0.58862369 0.72510896 0.42556192 0.61646194 0.37658317 0.40446058 0.45221723 0.7256818 0.49500735 0.62805151] [-0.59400066] [ 0.38156746 0.68316987 0.47479165 0.62089192 0.53940479 0.5945843 0.38486184 0.41289692 0.50567749 0.67194547] [ 0.33485624] [ 0.44089477 0.5978671 0.58539887 0.63949712 0.36509963 0.55924594 0.39305265 0.52974753 0.59791908 0.50571199] [-0.93265968] [ 0.39883626 0.72206149 0.43168376 0.52977759 0.3217783 0.43188375 0.42349515 0.5498268 0.60527097 0.50523001] [-0.95713364] [ 0.52860741 0.54122428 0.50810816 0.6376572 0.44664156 0.46036778 0.47646227 0.60791685 0.45643307 0.31935884] [ 1.1839237] [ 0.69139272 0.74201395 0.39747063 0.37621947 0.31865271 0.1908123 0.44780889 0.63646037 0.57558882 0.34907406] [ 0.39779246] [ 0.37497405 0.66408179 0.41944535 0.6623186 0.28947605 0.5847934 0.47454145 0.67984683 0.57500273 0.44888496] [-1.134374] [ 0.72373897 0.56025869 0.44555424 0.60916286 0.39271771 0.27179809 0.4980716 0.7276848 0.41964221 0.56103603] [-0.67500213] [ 0.47377261 0.30667542 0.66017785 0.25843812 0.49578268 0.46010602 0.52334452 0.45475685 0.39855921 0.37677389] [-0.86662739] [ 0.47638021 0.54605189 0.5449115 0.51740431 0.53830059 0.38583088 0.43164511 0.41029373 0.33493463 0.63309101] [-0.60199237] [ 0.45053438 0.75309436 0.36434905 0.6043055 0.31599196 0.39703056 0.35672292 0.65529879 0.60578043 0.53828863] [-0.26159853] [ 0.54805221 0.7640561 0.45532452 0.41535875 0.42935391 0.38231389 0.51424077 0.71199387 0.5072732 0.59050661] [-0.65994558] [ 0.42173004 0.63561482 0.44133935 0.66817205 0.53206859 0.59657628 0.30334147 0.57777914 0.42770052 0.52997603] [-0.93330845] [ 0.51716628 0.66472071 0.45794541 0.62015012 0.43979899 0.34437854 0.39396174 0.53640134 0.57237758 0.38914491] [ 3.548962] [ 0.58618903 0.51028472 0.42286339 0.41777089 0.33840804 0.33550921 0.50194253 0.69168149 0.46369576 0.2475275 ] [-1.01573847] [ 0.41536968 0.55005077 0.47473424 0.54196354 0.448743 0.34271242 0.39551093 0.43497746 0.52222867 0.34500714] [-0.86183173] [ 0.43019958 0.53432789 0.53609564 0.34445639 0.52875804 0.55804946 0.47316655 0.40857365 0.55130806 0.48207949] [ 0.57528141] [ 0.79037973 0.60896426 0.60942927 0.38986916 0.51846967 0.28939274 0.49387943 0.69784276 0.49961456 0.46302216] [ 1.20580595] [ 0.50355765 0.74069549 0.37332681 0.68925835 0.25174029 0.32870398 0.36909296 0.54454637 0.64747584 0.40365395] [ 1.03114204] [ 0.7965274 0.58928383 0.55067098 0.31177165 0.36962552 0.20034608 0.46515665 0.61522838 0.5793452 0.29232045] [ 0.32865549] [ 0.69700235 0.48590166 0.59380049 0.24239028 0.42692558 0.34683899 0.5170552 0.72699699 0.49738946 0.40455735] [ 0.15421931] [ 0.57429406 0.60015595 0.58146395 0.62685085 0.41806095 0.47094535 0.39014171 0.67106047 0.46847296 0.45267978] [-0.72939552] [ 0.44731016 0.68313563 0.42473273 0.57245151 0.34564183 0.35612392 0.33311012 0.57995243 0.54762688 0.49273392] [-0.46535023] [ 0.34051251 0.62914391 0.55549664 0.6005721 0.46299194 0.68236209 0.41752463 0.52177528 0.51624265 0.57534385] [-0.38817056] [ 0.50056447 0.6532837 0.42023099 0.67459222 0.25018868 0.33989579 0.34768911 0.63825315 0.49839095 0.39390275] [-0.75854968] [ 0.48057825 0.55882036 0.53960485 0.44809089 0.45643641 0.51702294 0.39700243 0.59997691 0.50136563 0.51622159] Progress: 4.0% ... Training loss: 0.748 ... Validation loss: 1.384[-1.00938371] [ 0.71241787 0.51037741 0.59658812 0.36546259 0.62612168 0.36010565 0.41702662 0.67459881 0.37410948 0.42051624] [-0.5108274] [ 0.38209216 0.34101296 0.59837363 0.48958063 0.48256671 0.48649804 0.50534228 0.44745505 0.40455185 0.63938275] [ 0.42014046] [ 0.33484545 0.62003348 0.43370362 0.67590419 0.50236504 0.66749262 0.40098342 0.43836726 0.55722051 0.58500836] [ 1.60473821] [ 0.5573312 0.65949683 0.45059561 0.53569482 0.34815846 0.24720184 0.38964255 0.68881201 0.4769092 0.49944194] [-0.08938437] [ 0.39331601 0.45803211 0.52792102 0.41272313 0.58141061 0.62532628 0.44219359 0.55517418 0.46823587 0.47755061] [ 0.1283945] [ 0.72167315 0.62487691 0.50997637 0.42364969 0.24281887 0.2590139 0.42896268 0.57225704 0.48476202 0.3349108 ] [ 1.39729478] [ 0.4331143 0.70567257 0.43258859 0.69361496 0.39116912 0.50049167 0.32346129 0.59666152 0.50948801 0.65758138] [ 0.00374968] [ 0.72252697 0.45920638 0.59799232 0.48054539 0.50796933 0.24493954 0.50067169 0.57647286 0.46342185 0.26867076] [-0.04904493] [ 0.74203523 0.7436405 0.58866858 0.47001763 0.45043067 0.32735493 0.54962659 0.67959817 0.64843453 0.57278878] [ 0.77409287] [ 0.36917084 0.33749689 0.51544335 0.4781554 0.47828715 0.71683047 0.41302706 0.59785818 0.47138126 0.40316915] [-0.23822785] [ 0.39801391 0.63250655 0.33841312 0.75182268 0.32239609 0.3544644 0.50787143 0.61024531 0.47894468 0.65575472] [ 0.33913219] [ 0.45166511 0.46208542 0.54011571 0.42834718 0.51565079 0.58405107 0.54583229 0.5169482 0.35580052 0.49010884] [ 0.31061604] [ 0.82414072 0.72331719 0.4478442 0.43857341 0.32599399 0.14818968 0.4661067 0.61886091 0.60983885 0.32972264] [ 1.39285864] [ 0.58458526 0.65079855 0.4379486 0.57744449 0.40125111 0.30521792 0.48083416 0.64377575 0.45518253 0.47755916] [ 0.71167996] [ 0.59807192 0.5122735 0.55410703 0.56905839 0.33914053 0.2296976 0.39499527 0.61682444 0.46790889 0.31516716] [-0.82872896] [ 0.68477927 0.59612694 0.52832612 0.41933202 0.42370899 0.49426307 0.51858521 0.66828705 0.42501861 0.51151756] [ 0.01202069] [ 0.46488731 0.58435753 0.48622121 0.6634889 0.35665149 0.52282467 0.39139977 0.60930542 0.39188535 0.38653119] [-0.29107377] [ 0.60409958 0.41786028 0.61724165 0.46389987 0.52060353 0.43404121 0.47134027 0.59966956 0.38517732 0.30840116] [-0.08687333] [ 0.65866684 0.52547135 0.46270751 0.3472608 0.48751163 0.45989805 0.49719214 0.61321729 0.34957448 0.42244906] [-0.60801635] [ 0.441322 0.34571659 0.66235208 0.47084317 0.56163162 0.45289633 0.42932955 0.3821291 0.24177907 0.59381176] [-0.10202548] [ 0.35195585 0.63208219 0.41709688 0.6696576 0.3234576 0.56744297 0.41074181 0.53914369 0.62156208 0.46425514] [-0.56139233] [ 0.76139361 0.64279708 0.46917348 0.48128578 0.24908049 0.27748572 0.43659465 0.65707867 0.60974651 0.34606111] [ 1.1908949] [ 0.63551441 0.76770867 0.51968348 0.4613401 0.35073432 0.52212891 0.48965912 0.59252865 0.57130097 0.53467156] [ 3.3593456] [ 0.56882302 0.7467102 0.35410978 0.58047197 0.33032871 0.40118713 0.49872559 0.71022585 0.59327123 0.35274271] [ 0.98753898] [ 0.34926174 0.54977397 0.56388761 0.67245498 0.42337276 0.6424068 0.36602979 0.4212517 0.43773504 0.51348529] [ 0.44367542] [ 0.36876436 0.62305023 0.48448612 0.49295453 0.47316912 0.62989774 0.39930107 0.5286979 0.54982737 0.58721723] [ 2.46362459] [ 0.74687798 0.47669599 0.54794475 0.3591078 0.37240727 0.14592447 0.44770194 0.65956101 0.35612655 0.30649505] [-0.33458788] [ 0.30858377 0.40267225 0.57210784 0.67385867 0.38225449 0.59821785 0.4685195 0.42236667 0.49072573 0.46484081] [-1.10538293] [ 0.70307816 0.65619236 0.47398464 0.52596828 0.37813388 0.22567502 0.46516231 0.49416708 0.47933692 0.37720592] [-0.15180914] [ 0.36137349 0.61353965 0.45910528 0.61956218 0.30871879 0.60117513 0.52941293 0.64549871 0.53714258 0.3789637 ] [-0.21039649] [ 0.56707009 0.72748723 0.50515015 0.67477237 0.40082952 0.54521859 0.39481582 0.66583812 0.60643721 0.54764327] [-0.69588262] [ 0.64474862 0.69569753 0.50335383 0.57630106 0.41019484 0.39611619 0.4429163 0.65145282 0.51861932 0.54251169] [-0.6588115] [ 0.46237425 0.63112399 0.41157938 0.52270245 0.46934962 0.48297576 0.39858242 0.5040526 0.51237063 0.49326917] [ 1.61860455] [ 0.65690731 0.52158241 0.5547696 0.33594554 0.54833784 0.30829973 0.48743869 0.65128121 0.33510607 0.42178283] [-0.15054566] [ 0.46525812 0.72817658 0.36730303 0.70792821 0.35999065 0.71390164 0.38881521 0.68035696 0.55404776 0.65621459] [ 0.64838009] [ 0.39191685 0.61173666 0.49163735 0.45095216 0.49212299 0.59975332 0.38893114 0.67164809 0.52346194 0.55944643] [ 1.07345787] [ 0.4447789 0.83607501 0.36247657 0.67007582 0.26979647 0.41672649 0.38663445 0.60394665 0.56374764 0.68513278] [-0.54597904] [ 0.43164584 0.54611783 0.44301605 0.40512033 0.50718155 0.58947241 0.34220877 0.56142035 0.35487687 0.52622306] [-0.16057835] [ 0.3961226 0.56972585 0.44919724 0.44198243 0.4292393 0.57316645 0.43581038 0.37085981 0.49029557 0.49301397] [ 0.06853028] [ 0.76123709 0.72558372 0.41793739 0.43519146 0.2319859 0.22496844 0.43724363 0.64587142 0.54741869 0.32122279] [ 0.55113405] [ 0.70566727 0.36584515 0.63092701 0.40638705 0.52020632 0.24833399 0.48485238 0.5777112 0.42160603 0.21301457] [-0.07388079] [ 0.45517682 0.42927798 0.51791296 0.32981676 0.42966362 0.55500799 0.39524542 0.5194973 0.29358614 0.40745832] [ 0.85755446] [ 0.36542326 0.55701977 0.54099178 0.48222256 0.58345794 0.58285133 0.4745057 0.34820202 0.490063 0.54512235] [ 1.51551463] [ 0.7563245 0.63031985 0.46713969 0.4327064 0.27442499 0.18112208 0.4722748 0.65319507 0.55201657 0.26677509] [-0.78502958] [ 0.56079537 0.73095851 0.35334026 0.71584818 0.33632127 0.37495776 0.30094855 0.53727943 0.56522055 0.45356125] [ 1.46944522] [ 0.77719797 0.65948823 0.53489289 0.46090479 0.44474229 0.36573521 0.45622014 0.74732229 0.57572619 0.36262853] [-0.66113225] [ 0.63227206 0.50706512 0.49927897 0.68403502 0.46876054 0.28553656 0.43303634 0.62476013 0.45228393 0.50028558] [ 0.02780519] [ 0.26601066 0.52084794 0.41313182 0.62899912 0.47454475 0.6846618 0.43865361 0.41059187 0.49804815 0.54307153] [-0.0016755] [ 0.24854446 0.41323157 0.55673664 0.53632841 0.51026582 0.75147607 0.38399741 0.36377631 0.35182123 0.58460673] [ 0.32162164] [ 0.54005233 0.53456325 0.55004455 0.42597559 0.46926258 0.39701881 0.44291404 0.5262393 0.44952956 0.49485009] [-0.39043647] [ 0.33242627 0.69189777 0.38073292 0.71030246 0.27703232 0.64127869 0.45367678 0.60906678 0.58586798 0.45381057] [ 1.36442658] [ 0.4859595 0.71040139 0.31817301 0.63417437 0.45265499 0.58688481 0.5324997 0.61056782 0.52874471 0.46082298] [-0.34406624] [ 0.45429539 0.47240334 0.60019632 0.41752404 0.52965883 0.42018694 0.4341248 0.49395816 0.40558627 0.49991155] [ 0.66402096] [ 0.67737243 0.58126853 0.46881433 0.50220246 0.33827594 0.33780083 0.47347672 0.67386532 0.42172521 0.26026052] [-0.25247346] [ 0.22624985 0.50634919 0.51704714 0.63783736 0.44793473 0.68412274 0.4490153 0.34192717 0.46268049 0.57090632] [-0.61362034] [ 0.49692067 0.51094204 0.55864124 0.53527668 0.47985347 0.47134608 0.39942311 0.44987315 0.43698493 0.43414785] [-0.33221973] [ 0.50898325 0.5352278 0.61756808 0.30634189 0.61611051 0.54114631 0.39734187 0.50024993 0.47603982 0.61059953] [ 0.31871991] [ 0.4596131 0.69520925 0.45343553 0.71255632 0.49324903 0.59329321 0.48721441 0.59198275 0.57066926 0.55082906] [-0.04865191] [ 0.45453245 0.61669481 0.55945265 0.47118921 0.41000995 0.63206065 0.51778627 0.62169274 0.40031455 0.4883917 ] [-0.26036874] [ 0.53080765 0.33121693 0.64730091 0.47719993 0.55804254 0.32909282 0.41233162 0.49576135 0.36383463 0.56481999] [-0.58810496] [ 0.64687227 0.6315197 0.46613036 0.62010148 0.31522153 0.5345177 0.47096326 0.71798698 0.47960564 0.4922379 ] [-0.471503] [ 0.60096718 0.7209533 0.54257448 0.5017581 0.41079178 0.46180922 0.47664002 0.56448036 0.62216151 0.47380432] [-0.78306801] [ 0.47840043 0.6349809 0.50353504 0.47548655 0.44033882 0.39429311 0.41935036 0.49250182 0.58205679 0.47497112] [-0.32762509] [ 0.61388393 0.84482914 0.43886337 0.55340281 0.37123515 0.4913394 0.54019533 0.62525351 0.72719172 0.52768952] [ 0.27457155] [ 0.50050631 0.58985457 0.60738648 0.47170676 0.46615346 0.50546066 0.46042172 0.49947017 0.54917519 0.55715404] [ 0.69185531] [ 0.40947858 0.44192401 0.52184865 0.60100406 0.42888953 0.56289665 0.50620592 0.54139405 0.36909956 0.32904582] [-0.51536847] [ 0.56811666 0.72278017 0.45574816 0.61894436 0.40005854 0.63282074 0.4241185 0.66748451 0.66396767 0.5229887 ] [-0.63234508] [ 0.50238202 0.5744344 0.46758276 0.54911454 0.51577202 0.48778847 0.39790471 0.59432426 0.41519138 0.59854831] [ 0.18910503] [ 0.51333983 0.46701978 0.52706174 0.4439194 0.4895724 0.45255864 0.48481211 0.46595079 0.46601171 0.412216 ] [-0.66672806] [ 0.65872962 0.70081746 0.41035091 0.59341988 0.24447138 0.38304383 0.34807068 0.65234247 0.58284018 0.39725267] [-0.52399885] [ 0.62516422 0.68277589 0.45618893 0.65077123 0.2389461 0.29990558 0.32176239 0.5213248 0.51706888 0.36157616] [-0.27442851] [ 0.2685591 0.65620463 0.40361344 0.57499122 0.42264676 0.77584673 0.42763088 0.53613753 0.69862892 0.58962952] [ 1.05385456] [ 0.50023463 0.56311571 0.49971666 0.41320501 0.45991294 0.68945212 0.4221463 0.68037676 0.55810988 0.5149608 ] [-0.1380461] [ 0.42138349 0.38973803 0.54405922 0.60595225 0.49175689 0.53549322 0.45194207 0.51055244 0.4366563 0.29730309] [-0.13029282] [ 0.52915244 0.56845934 0.55191787 0.4214314 0.54559701 0.40374898 0.44379409 0.51405783 0.48236019 0.54210949] [-0.61167228] [ 0.35484649 0.72151199 0.38512563 0.55370571 0.39231169 0.39251648 0.41459109 0.46760479 0.6653815 0.60068421] [ 0.89947723] [ 0.34467817 0.69006369 0.34317719 0.60944033 0.33447412 0.51474603 0.51827516 0.59988606 0.56742665 0.43627483] [-0.46077233] [ 0.54525484 0.5589929 0.49626288 0.55488649 0.41188304 0.59619367 0.41658453 0.71738888 0.39167321 0.54576724] [ 0.03415035] [ 0.21260986 0.64210707 0.46060378 0.65001099 0.49841647 0.70452943 0.39582718 0.34723519 0.53956834 0.65734987] [-0.73543212] [ 0.53832274 0.37803263 0.63999145 0.45765894 0.40888766 0.58606019 0.38294771 0.57630199 0.37340462 0.41923899] [-0.15694884] [ 0.34441484 0.49970045 0.64896558 0.5394858 0.40992423 0.78840584 0.40272644 0.49613419 0.42211205 0.60439084] [-0.64001178] [ 0.40689979 0.66746783 0.38000917 0.60763122 0.39244573 0.31142503 0.43194174 0.43510264 0.43567278 0.57719084] [-0.14638544] [ 0.33135432 0.55524653 0.44288001 0.67230822 0.43363113 0.70528932 0.36853259 0.59377685 0.70191349 0.47713287] [-0.12135045] [ 0.52318001 0.44078255 0.53898407 0.34138758 0.5229237 0.46062042 0.48184303 0.74220162 0.4180387 0.56227527] [-0.68611849] [ 0.52351926 0.54194734 0.505732 0.6392981 0.4491809 0.46790914 0.47509081 0.60271529 0.45485945 0.32385163] [ 0.07703524] [ 0.55631114 0.66795064 0.48273892 0.43803713 0.31490098 0.30437279 0.44508348 0.64496586 0.54320775 0.44014558] [ 2.85682656] [ 0.74118027 0.72087662 0.48740479 0.43802785 0.40314585 0.27582413 0.48376219 0.73986852 0.6202243 0.37401797] [-0.58810496] [ 0.64687227 0.6315197 0.46613036 0.62010148 0.31522153 0.5345177 0.47096326 0.71798698 0.47960564 0.4922379 ] [-0.3222129] [ 0.49619293 0.50089871 0.46396617 0.4561912 0.41866323 0.64444513 0.36148835 0.61198203 0.44214693 0.45421929] [-0.36918317] [ 0.57925932 0.48070861 0.53529486 0.57877144 0.58366289 0.44705702 0.48058271 0.56966108 0.44130903 0.30838912] [-0.7876667] [ 0.65792537 0.64402889 0.59096573 0.45147959 0.53950593 0.42450972 0.46320918 0.64751449 0.51208613 0.46423441] [-0.29720648] [ 0.47447513 0.69904078 0.53046863 0.51274733 0.32184667 0.51269028 0.50011077 0.61729256 0.60032755 0.5116611 ] [-0.05897987] [ 0.44986358 0.47216297 0.59732171 0.28994765 0.55788691 0.45468233 0.48022992 0.41671545 0.4425103 0.48836993] [-0.40230984] [ 0.46862274 0.18322235 0.76271994 0.28167284 0.56067619 0.5827949 0.45780276 0.42933363 0.28291748 0.41625408] [ 0.36364048] [ 0.56946085 0.70628095 0.52022234 0.21388046 0.51649793 0.5120403 0.48147693 0.58327436 0.57544861 0.65699377] [-0.70297561] [ 0.49845323 0.29666447 0.7232973 0.43054545 0.46539363 0.47942879 0.47298572 0.4305199 0.32017095 0.43760618] [ 0.65037229] [ 0.5660491 0.58872904 0.56345501 0.52830896 0.45181783 0.42010267 0.53865306 0.59437358 0.63693801 0.36007286] [-0.58208468] [ 0.44287228 0.7762478 0.37779722 0.68753482 0.25716013 0.42709363 0.36337894 0.60925882 0.56589487 0.6509902 ] [ 0.75323626] [ 0.23779097 0.55764182 0.38431528 0.45731623 0.45502533 0.65256128 0.46569174 0.38145179 0.54223742 0.49879805] [-0.24256407] [ 0.33295469 0.72866683 0.39971457 0.65817342 0.46859798 0.67668109 0.48159537 0.47658244 0.59092849 0.55791701] [ 0.45122322] [ 0.82844733 0.35996876 0.68924571 0.28868205 0.57516208 0.20496205 0.50151634 0.71469353 0.33491347 0.29126432] [ 0.18380399] [ 0.4320542 0.56009207 0.58037572 0.64543351 0.44419005 0.47481765 0.39507128 0.48414062 0.52156977 0.62577876] [-0.48573671] [ 0.5626298 0.71574095 0.54319923 0.70196917 0.51786891 0.59304178 0.45926544 0.58472796 0.63210942 0.53491026] [-0.53520485] [ 0.60350709 0.7663649 0.46663086 0.66422194 0.44689532 0.53825954 0.33706042 0.65567422 0.57855166 0.59638701] [-0.85690436] [ 0.61682283 0.55624995 0.49425794 0.47204186 0.53400597 0.38710432 0.50030369 0.55142639 0.32620041 0.46208872] [ 0.40708313] [ 0.74866896 0.68691852 0.43795219 0.35343607 0.37593835 0.27782376 0.37639549 0.68403742 0.6075017 0.3671357 ] [-0.711634] [ 0.61538139 0.60996741 0.61057122 0.41824862 0.53937749 0.60252923 0.44857935 0.62224595 0.54950387 0.56180541] [ 0.47713823] [ 0.7557796 0.64693337 0.48682312 0.50224941 0.28295537 0.16250192 0.45301651 0.57557951 0.54261156 0.29761487] [ 0.16482144] [ 0.55996728 0.57509966 0.57687563 0.62158358 0.5042131 0.40106435 0.39954263 0.51103913 0.60250536 0.37495769] [ 1.49445248] [ 0.37701176 0.65565341 0.3840296 0.58340748 0.34957612 0.37233188 0.38828768 0.54939885 0.543344 0.38490115] [-0.21826988] [ 0.63726704 0.67774908 0.59317733 0.3845038 0.59058365 0.35787724 0.48988279 0.56932996 0.48673634 0.67961752] [-0.27131402] [ 0.37970668 0.74206501 0.42992155 0.72575824 0.44842465 0.62709073 0.40353498 0.55085062 0.66407224 0.54069167] [-0.41575563] [ 0.43732009 0.40483613 0.68838222 0.34872158 0.53636732 0.57734968 0.47561061 0.43852208 0.29907855 0.52160856] [-0.24553542] [ 0.30379947 0.65267115 0.4664965 0.60486835 0.48931874 0.77666316 0.38795048 0.50526432 0.65612877 0.62118644] [ 1.5104459] [ 0.69092499 0.50911381 0.53386679 0.41264183 0.48739303 0.28044295 0.47022916 0.6514811 0.51406838 0.27963306] [-0.72433936] [ 0.52010854 0.69059727 0.43981004 0.63621473 0.3226595 0.34310414 0.36671579 0.41887981 0.47283021 0.49320333] [ 0.46317787] [ 0.4129184 0.64790319 0.3602635 0.72113352 0.3388278 0.40760804 0.41940727 0.47096215 0.52726494 0.41638844] [ 0.87598998] [ 0.67890178 0.69744591 0.42586162 0.64270375 0.30383856 0.2327052 0.44184683 0.53980852 0.60380506 0.34656266] [-0.41763138] [ 0.45910795 0.54797573 0.49491679 0.51631431 0.34088648 0.38927937 0.44184966 0.5799428 0.48198755 0.35832103] [-0.90215536] [ 0.64303107 0.58557509 0.56692196 0.46434141 0.60085336 0.34557783 0.45297776 0.56363986 0.3878976 0.4417431 ] [-0.02475062] [ 0.61032929 0.68287241 0.54747356 0.57291805 0.49704492 0.36756691 0.50697815 0.66182855 0.5294593 0.60678714] [ 0.3851213] [ 0.52774924 0.52930971 0.51472201 0.44230413 0.51386259 0.29500299 0.39333995 0.44186556 0.43447239 0.48806166] [-0.52066307] [ 0.45418556 0.56389266 0.45475104 0.44340013 0.4511931 0.42709456 0.44059311 0.52028978 0.36183205 0.71521656] [ 0.27660975] [ 0.69640419 0.62292768 0.45630211 0.40824838 0.4001679 0.29565342 0.47936392 0.66938957 0.60239236 0.41467135] [-0.32854245] [ 0.59580027 0.41528501 0.64897111 0.24589632 0.48720119 0.37366705 0.46836869 0.487068 0.3683091 0.42440643] [ 1.23508862] [ 0.52362035 0.46359101 0.57086129 0.20470138 0.54864024 0.56985095 0.48502408 0.65202968 0.46824821 0.47999491] [-0.15937896] [ 0.31343623 0.74480328 0.43511381 0.67485146 0.41002313 0.69120417 0.38689968 0.50168664 0.45985551 0.72052336] [ 0.36596817] [ 0.67384318 0.38804158 0.64805581 0.31278255 0.5259894 0.33516583 0.45613151 0.62285234 0.37707092 0.48084239] Progress: 4.3% ... Training loss: 0.712 ... Validation loss: 1.273[ 2.21981603] [ 0.60370499 0.70348879 0.45431515 0.60994114 0.25872854 0.2864107 0.32282584 0.58135457 0.66204561 0.3925946 ] [-0.46145087] [ 0.3375757 0.35533694 0.56043064 0.46958392 0.55756145 0.46945211 0.5572578 0.39275008 0.43824634 0.61915233] [-1.22610671] [ 0.7120242 0.59659163 0.52830206 0.38390569 0.50992884 0.19893879 0.50176933 0.49808511 0.44087151 0.35205214] [-0.11239851] [ 0.30561869 0.44595725 0.52275009 0.58242216 0.45618124 0.60265235 0.49362967 0.41707594 0.39160031 0.44346038] [ 2.50684299] [ 0.42588222 0.75518266 0.36408157 0.6893269 0.41310854 0.47241297 0.36950238 0.58402251 0.64723965 0.62913614] [ 0.09707141] [ 0.50000625 0.37248165 0.62272662 0.37603281 0.48389736 0.43462656 0.41283659 0.45171442 0.37967353 0.37799734] [ 1.02548219] [ 0.61476461 0.63837747 0.45835127 0.41324958 0.27284002 0.28087797 0.44587538 0.65004313 0.44971343 0.34541743] [ 0.52783971] [ 0.56403522 0.65317933 0.43919566 0.59348401 0.36627652 0.22353282 0.44310004 0.61892519 0.55439337 0.33612561] [-0.42641002] [ 0.76768928 0.6110965 0.49101231 0.38313097 0.33292138 0.24358463 0.41798806 0.75230403 0.51425415 0.40035777] [ 0.05819748] [ 0.572747 0.62137452 0.46071127 0.71216268 0.46747662 0.33648475 0.43841008 0.57962604 0.5543246 0.47742172] [ 0.67588592] [ 0.34050285 0.46493218 0.54818365 0.57981803 0.51429113 0.56700094 0.45730272 0.4639777 0.47872002 0.43303722] [ 0.42070824] [ 0.52692921 0.58061142 0.58201096 0.32535891 0.40281632 0.63871628 0.45109649 0.58396628 0.52859105 0.57071386] [ 0.44718598] [ 0.40905704 0.47662237 0.51642081 0.49610675 0.43588143 0.36873911 0.39590147 0.46017496 0.46449497 0.39047982] [ 0.71676274] [ 0.53814852 0.52396092 0.57607471 0.36809595 0.47528549 0.54574399 0.46401763 0.5213832 0.42813075 0.44572315] [-0.74714549] [ 0.38023986 0.60602162 0.48288442 0.52566122 0.38646872 0.41364637 0.42890627 0.50594629 0.52483714 0.41735738] [-0.06486011] [ 0.4494944 0.59154203 0.42294536 0.66812239 0.38179889 0.42605898 0.41831458 0.61506517 0.54715295 0.43613946] [ 1.49601376] [ 0.57862817 0.49186462 0.43806743 0.36116253 0.4294982 0.23430783 0.43586001 0.63949194 0.41336727 0.26388368] [-0.05887038] [ 0.47304947 0.41602344 0.55135942 0.33493292 0.48793283 0.45487791 0.46055284 0.54522705 0.4817794 0.44073922] [-0.90111582] [ 0.66339563 0.61959783 0.6113665 0.50797362 0.46613986 0.501796 0.49631028 0.569069 0.47253238 0.46816643] [ 0.84033903] [ 0.78092765 0.60990198 0.58819124 0.28324952 0.41068346 0.31208498 0.57396915 0.70459923 0.46617672 0.32408389] [ 0.98950881] [ 0.33741665 0.56774258 0.48816291 0.58666811 0.50630659 0.54535748 0.42151605 0.34106592 0.47138724 0.46497999] [ 1.10294817] [ 0.53991934 0.60604706 0.53354922 0.58286918 0.41029829 0.41340384 0.46092578 0.64188313 0.52772837 0.36329547] [-0.59637597] [ 0.74283138 0.6483285 0.4729717 0.45573698 0.25512852 0.20938404 0.44314674 0.62905683 0.48203664 0.42046161] [-0.30911588] [ 0.78933967 0.57358395 0.57277634 0.26035155 0.40056383 0.41030042 0.60477466 0.70188873 0.50710127 0.33253258] [ 0.56409415] [ 0.67903773 0.68442231 0.48803615 0.48542615 0.3526393 0.20690741 0.40310061 0.67289991 0.61643387 0.35003642] [-0.62096559] [ 0.55498271 0.62955571 0.44235586 0.45852893 0.38040155 0.38679961 0.36349765 0.68269498 0.51310501 0.47575773] [ 1.62487927] [ 0.84623252 0.6171826 0.60153181 0.25361118 0.42288059 0.22212673 0.5802138 0.71483234 0.45814773 0.2857491 ] [ 1.83589464] [ 0.61924254 0.56676802 0.5014178 0.3108176 0.47394754 0.44013772 0.44659705 0.70702199 0.51232631 0.53658309] [ 0.4153851] [ 0.5177002 0.54195918 0.51911198 0.63112864 0.48466013 0.35822366 0.49462183 0.60111689 0.5285575 0.34997649] [ 1.32977164] [ 0.45955505 0.61076673 0.40886154 0.5738674 0.35642043 0.31925368 0.39249378 0.54993148 0.56857739 0.44928832] [-0.29305344] [ 0.67148941 0.47055126 0.49909909 0.42601247 0.41423233 0.26590466 0.48822512 0.68601863 0.47215751 0.2011206 ] [-0.75000199] [ 0.50399493 0.76670836 0.40585741 0.57101459 0.38776355 0.38269751 0.4005472 0.59070097 0.62075757 0.48289851] [-0.00681962] [ 0.36223563 0.70009409 0.41920682 0.74110201 0.27004004 0.54552648 0.46127804 0.64623299 0.55071114 0.48478837] [-0.68836122] [ 0.39554921 0.64483332 0.45850662 0.61132297 0.37160562 0.40881254 0.36123944 0.41514418 0.37128212 0.5531478 ] [ 0.19555456] [ 0.38223982 0.45318189 0.49984437 0.46780089 0.47836896 0.58657065 0.44827299 0.63584976 0.49170373 0.40430774] [ 0.14167988] [ 0.47412056 0.59217025 0.4665785 0.65531539 0.36369031 0.39864877 0.48311438 0.62574324 0.58088563 0.44472216] [-0.41011345] [ 0.53114479 0.65683494 0.43870661 0.63924667 0.31497628 0.30157874 0.30936935 0.59686422 0.49077598 0.38378298] [-0.45760495] [ 0.47864488 0.65903284 0.37194752 0.51636156 0.34091574 0.3186889 0.42399671 0.62759444 0.59896221 0.40774506] [-0.05530547] [ 0.67245234 0.4823767 0.55912419 0.40447069 0.40770074 0.48675941 0.49120805 0.72846439 0.37046573 0.42017879] [ 1.64886734] [ 0.77250646 0.4880709 0.48859444 0.39451405 0.27282721 0.13123634 0.51139354 0.70544038 0.47032844 0.16386388] [ 0.0676077] [ 0.34018921 0.54069048 0.43626629 0.46099026 0.48739105 0.62229969 0.42222386 0.57154757 0.49046465 0.5083109 ] [ 0.62309352] [ 0.64435089 0.57214629 0.52382437 0.40778164 0.36533629 0.35220097 0.3957015 0.69390861 0.41355097 0.40553957] [ 1.0172915] [ 0.75317246 0.59213938 0.56121817 0.28817279 0.49657551 0.27819097 0.5593848 0.68298034 0.58176278 0.33586467] [-0.74815401] [ 0.47243322 0.81589809 0.32406908 0.68200503 0.34616849 0.28042346 0.3601174 0.50688868 0.49499421 0.62858774] [ 0.67889399] [ 0.54131399 0.52739301 0.44763239 0.48363207 0.42982203 0.39040801 0.59419463 0.68282561 0.42008135 0.29158222] [-0.20986383] [ 0.54415115 0.28338624 0.63568309 0.35673708 0.50743369 0.31328164 0.46578362 0.53495145 0.30151652 0.54820765] [ 0.03337741] [ 0.32352024 0.63868099 0.47655942 0.67526175 0.38462557 0.69006834 0.36993873 0.39072769 0.4980846 0.59760431] [-0.1250912] [ 0.58086014 0.38504412 0.55142961 0.47987682 0.62114063 0.41523174 0.45274691 0.44177611 0.39483137 0.32812259] [-0.02928484] [ 0.73274164 0.66111221 0.45155434 0.3575278 0.35528643 0.14942881 0.40798639 0.65518345 0.4518492 0.38532426] [ 1.25424865] [ 0.5854502 0.72191112 0.51310211 0.58452614 0.45131914 0.37897395 0.35542367 0.66127854 0.54095902 0.46956938] [-0.05123524] [ 0.68268619 0.6376487 0.5735473 0.38382876 0.36865587 0.46807036 0.55965497 0.68853576 0.50192583 0.43319792] [-0.7080952] [ 0.54289045 0.69498661 0.4054141 0.64058173 0.38026823 0.41542071 0.42025132 0.50805995 0.63429761 0.38534539] [-0.05680351] [ 0.52758483 0.62293672 0.45979989 0.73753814 0.3688552 0.52468615 0.52569987 0.63905915 0.50941101 0.49155476] [ 1.11172369] [ 0.75866172 0.42390619 0.54823721 0.36567279 0.39536258 0.15203451 0.39039967 0.66513551 0.43995481 0.21636828] [-0.33288684] [ 0.4588856 0.4596033 0.52885445 0.4027769 0.50048776 0.52094693 0.35199963 0.53213664 0.39643067 0.40594561] [-0.73136398] [ 0.46653236 0.56791503 0.45068309 0.58215986 0.47219816 0.32846538 0.43569555 0.46716723 0.56742894 0.31231206] [-0.56309894] [ 0.52031422 0.67831571 0.45637147 0.54796913 0.43885074 0.54533134 0.44023884 0.57419137 0.48667627 0.59789492] [ 0.18423716] [ 0.37470713 0.71250443 0.45009542 0.61612359 0.5050102 0.71852558 0.41655682 0.49251112 0.5167576 0.59985709] [-0.20022517] [ 0.37826064 0.4712936 0.67763511 0.38680184 0.52267881 0.61910399 0.41783618 0.45176332 0.50850835 0.60792661] [ 1.30524371] [ 0.68633407 0.63997287 0.54343804 0.62792252 0.41059514 0.33547399 0.43346459 0.76422341 0.4863322 0.49413595] [-0.66110885] [ 0.46267079 0.70474985 0.40561564 0.60808365 0.31481219 0.34923578 0.33191286 0.60718272 0.57349396 0.48023401] [-0.60416802] [ 0.45051686 0.64845497 0.4401439 0.6013469 0.36875047 0.33420422 0.3239557 0.56973733 0.4485401 0.42834414] [ 0.01800695] [ 0.69948352 0.68746001 0.39723033 0.36505461 0.35850424 0.39810317 0.51549064 0.7192905 0.45680855 0.33808487] [-0.32010261] [ 0.7527158 0.49377284 0.61776414 0.32071898 0.41895438 0.23902669 0.44264062 0.70681649 0.50252399 0.33023093] [-0.23431645] [ 0.46040252 0.64450313 0.49061506 0.51243788 0.49084638 0.60779704 0.46849404 0.65361604 0.66106334 0.68758504] [ 0.72261395] [ 0.47721407 0.69588741 0.52049056 0.43499866 0.37989482 0.54615591 0.42603203 0.43624613 0.51209201 0.57691529] [ 0.02272707] [ 0.35280515 0.45168675 0.58223211 0.461884 0.56296971 0.57188834 0.47599996 0.32719782 0.39450453 0.48932481] [ 1.33783651] [ 0.82019714 0.4843444 0.556688 0.2554697 0.29994961 0.22413254 0.47451236 0.72171365 0.45599576 0.27947421] [ 0.2855598] [ 0.39346189 0.61551003 0.42757679 0.62431926 0.38253095 0.56466617 0.5408377 0.54487483 0.58868633 0.36433143] [-0.02380213] [ 0.26042715 0.64516314 0.40786659 0.66452948 0.46931864 0.71464555 0.52577497 0.50714959 0.46261867 0.56390964] [ 0.99986428] [ 0.55587286 0.46245728 0.5938476 0.30020102 0.53087514 0.42515709 0.40510595 0.51210633 0.35791972 0.46721382] [-0.10977507] [ 0.63293905 0.71067882 0.54565434 0.67926848 0.45076571 0.47019034 0.41796037 0.63243408 0.56439797 0.41290048] [ 0.63328033] [ 0.52125954 0.65505178 0.43924908 0.63346401 0.37625462 0.46574064 0.53536025 0.67449395 0.51221423 0.47750291] [ 0.14621079] [ 0.52592938 0.42339463 0.65873517 0.31495731 0.49651907 0.51991597 0.4852242 0.46854058 0.42969013 0.46409703] [-0.60125426] [ 0.5630826 0.7156772 0.54333589 0.70162357 0.51752619 0.59193433 0.45943392 0.58503353 0.63227253 0.53454843] [ 1.27130616] [ 0.59135386 0.59327426 0.44347665 0.42164802 0.3241354 0.162342 0.46563397 0.67724951 0.48966725 0.26392535] [ 0.48642804] [ 0.32510247 0.48107081 0.53209862 0.33182195 0.49967903 0.57587433 0.49746791 0.40759087 0.49507326 0.51624584] [-0.565326] [ 0.37845941 0.33208008 0.60350472 0.42437624 0.61642353 0.65974644 0.51869042 0.60019755 0.41769537 0.59169087] [-0.00212671] [ 0.46009071 0.60407054 0.47057741 0.55761058 0.34220427 0.34448948 0.44557795 0.63318649 0.48939153 0.45955685] [ 0.2822699] [ 0.25321037 0.66666468 0.39077313 0.69246097 0.38209019 0.59149099 0.45159965 0.54251019 0.66401028 0.54774723] [-0.37804073] [ 0.38321431 0.52409848 0.51642378 0.50790793 0.49716026 0.69247436 0.33835989 0.58972096 0.4613167 0.65404642] [ 1.62195486] [ 0.70525879 0.69000342 0.55386851 0.48898496 0.42819127 0.40263894 0.48377907 0.76107261 0.52939803 0.45647214] [-0.2764117] [ 0.69173343 0.72646625 0.41005608 0.38438477 0.32154173 0.29458144 0.43609145 0.59567416 0.5805284 0.38656056] [-0.73664371] [ 0.43705979 0.55078648 0.53453363 0.54538797 0.46221913 0.48102697 0.45985324 0.46878957 0.40096077 0.52694051] [-0.40713315] [ 0.6250674 0.62553809 0.4724842 0.34660189 0.39796055 0.48656803 0.47575047 0.68251898 0.54147384 0.49595581] [-0.80010438] [ 0.49942615 0.65270453 0.5199791 0.53536698 0.38212517 0.46885532 0.47848993 0.5132918 0.65280918 0.49486699] [-0.85138349] [ 0.46203469 0.63384349 0.41395956 0.65920491 0.35719408 0.29297983 0.35795564 0.50464138 0.37725039 0.43582233] [ 3.36139723] [ 0.71638521 0.55268094 0.49896354 0.5110899 0.34822156 0.24671677 0.50850612 0.77482512 0.42893287 0.20933032] [ 0.77178896] [ 0.46839722 0.56172007 0.48539662 0.54300892 0.34066005 0.29846922 0.45555228 0.55696349 0.58180458 0.32687799] [-0.24100174] [ 0.73652636 0.51337766 0.51318823 0.51511469 0.37769076 0.55692603 0.4484227 0.7173794 0.47140643 0.4412327 ] [-0.27597174] [ 0.37792319 0.5779527 0.46524036 0.44356798 0.46292502 0.68595847 0.39217149 0.5334408 0.47603955 0.6296172 ] [-0.74762481] [ 0.59720741 0.52446277 0.61289812 0.42151234 0.50435601 0.42978807 0.40853917 0.64862964 0.42997248 0.43304009] [ 0.67353156] [ 0.7613791 0.60181522 0.62409089 0.30065299 0.5316114 0.34000805 0.55024967 0.6799969 0.50836719 0.42016481] [-1.02564769] [ 0.56566899 0.62711422 0.47040284 0.36970725 0.46365592 0.33913598 0.39198841 0.64533695 0.46499475 0.49440412] [ 0.35390941] [ 0.76092792 0.64453845 0.49080174 0.49771452 0.27855095 0.15727255 0.4554527 0.58328712 0.54496948 0.29042203] [-0.18354836] [ 0.37470111 0.46664343 0.61801338 0.36733622 0.49179738 0.58201941 0.4584776 0.42023356 0.48047643 0.51924666] [-0.02163902] [ 0.42786094 0.65236587 0.35725722 0.51482354 0.34095238 0.38398962 0.4243933 0.59076619 0.48065474 0.39719732] [-0.24444136] [ 0.28850687 0.67890919 0.37211265 0.68425293 0.51688486 0.67815783 0.36760746 0.46995521 0.4548795 0.73749743] [-0.80200864] [ 0.42132087 0.49811698 0.45882749 0.55463762 0.46411993 0.40768769 0.46194572 0.59075845 0.44936082 0.31771353] [-0.82857336] [ 0.69871165 0.75108656 0.50917333 0.5739742 0.37562713 0.47810548 0.44879654 0.73531779 0.61805896 0.50962794] [ 2.53258659] [ 0.82742786 0.51174134 0.54986777 0.26961929 0.50058329 0.2427252 0.55855309 0.67589617 0.40645907 0.29709608] [-0.33541007] [ 0.67891282 0.65317395 0.51105403 0.26275101 0.41701078 0.25847084 0.43023696 0.73906282 0.49276265 0.42852457] [ 1.84874439] [ 0.31665207 0.64030219 0.35967369 0.59102972 0.43440608 0.70716708 0.45484703 0.58215589 0.66879005 0.49008754] [ 2.22035754] [ 0.58364538 0.46888798 0.47438034 0.42146486 0.34991149 0.1831924 0.46358177 0.69815961 0.46545839 0.20398069] [-0.9098319] [ 0.59838454 0.68825948 0.49375053 0.47561634 0.30663569 0.32566621 0.46348905 0.54808303 0.63816563 0.44133726] [-0.66085336] [ 0.47738724 0.66578964 0.4521192 0.75124333 0.50048144 0.4801307 0.51191167 0.6001519 0.64132981 0.67860669] [-0.50016499] [ 0.34831839 0.65603904 0.38684262 0.68462391 0.37947008 0.64559694 0.45568967 0.66538229 0.56763795 0.42542275] [-0.46867686] [ 0.39894945 0.58986344 0.46807345 0.58466093 0.38962432 0.63256636 0.34244509 0.41985077 0.43168644 0.5367157 ] [-0.69925934] [ 0.41666585 0.52069702 0.46365082 0.44172868 0.50311195 0.50928865 0.39452315 0.46189974 0.30743086 0.47812355] [ 2.03550424] [ 0.36374555 0.58764353 0.42918661 0.46706582 0.44019448 0.53830244 0.49015294 0.53607069 0.47061074 0.54601541] [-0.30754314] [ 0.34298112 0.65121387 0.44090984 0.58383808 0.49272521 0.67354607 0.47615142 0.44325406 0.46005826 0.62653592] [ 0.19495402] [ 0.79114733 0.69450209 0.50191284 0.37429528 0.44221952 0.29657712 0.46384874 0.66327918 0.68330911 0.38201042] [-0.52266424] [ 0.57318552 0.68039384 0.54659928 0.68695308 0.41572187 0.54065742 0.37280272 0.62507537 0.52380503 0.52995208] [ 0.82142729] [ 0.56169359 0.53287404 0.53248967 0.47245702 0.48278768 0.49687769 0.47783384 0.60247436 0.33383854 0.4693114 ] [ 0.13898181] [ 0.39173493 0.48798395 0.62998883 0.5005087 0.50170401 0.59386791 0.4399215 0.47225466 0.41123239 0.49415829] [ 0.88368429] [ 0.36288703 0.63758336 0.47197017 0.62605955 0.55443197 0.59900876 0.44904078 0.44610639 0.61420802 0.50326686] [-0.43703033] [ 0.45951473 0.37964649 0.53012477 0.61216752 0.48717221 0.60558168 0.46045155 0.63091883 0.38192594 0.44680649] [ 1.6879645] [ 0.40738545 0.59900658 0.47802116 0.66966388 0.44551885 0.57144483 0.30397153 0.45466573 0.59189917 0.46928081] [ 0.02102802] [ 0.69025346 0.77890559 0.3929826 0.52817816 0.29196239 0.24283432 0.44505552 0.5488864 0.71133903 0.3678526 ] [ 2.30433402] [ 0.54888674 0.43161444 0.49451891 0.4339101 0.37206319 0.3073839 0.54541452 0.72772115 0.40224894 0.20397236] [ 0.37465417] [ 0.62771004 0.47034365 0.61043659 0.23852828 0.50982933 0.38111865 0.47082261 0.62427402 0.44635244 0.47579406] [ 1.3097955] [ 0.79574201 0.59673545 0.5501781 0.22975862 0.35273866 0.15964447 0.50276292 0.66825884 0.5393122 0.2793546 ] [ 1.35047742] [ 0.61226489 0.40034997 0.64004926 0.28424649 0.40827263 0.37624142 0.49561871 0.61792398 0.42827678 0.3324628 ] [ 0.06899738] [ 0.83019349 0.50213391 0.61655138 0.35792504 0.49358477 0.18556553 0.51948652 0.70168439 0.37867553 0.41583876] [-0.29646155] [ 0.46122293 0.42607379 0.65145761 0.29816288 0.57125459 0.40015643 0.45810325 0.50454143 0.33091448 0.49914318] [ 0.44012244] [ 0.5637001 0.57254674 0.54995454 0.37033112 0.51966873 0.30526236 0.47047407 0.47817029 0.4533889 0.52047411] [ 0.67889399] [ 0.54131399 0.52739301 0.44763239 0.48363207 0.42982203 0.39040801 0.59419463 0.68282561 0.42008135 0.29158222] [ 1.31950059] [ 0.40235507 0.71008953 0.44593377 0.61928766 0.35379008 0.73859002 0.42365691 0.65884802 0.4656457 0.57812514] Progress: 4.6% ... Training loss: 0.754 ... Validation loss: 1.070[-0.69492512] [ 0.41229435 0.43722852 0.64083102 0.38369563 0.60183402 0.5687282 0.38916056 0.38792613 0.3818451 0.56509368] [-0.95822506] [ 0.57921439 0.35156561 0.71196275 0.36145853 0.56345672 0.39946338 0.44503397 0.56495587 0.4281095 0.4571279 ] [-1.00226202] [ 0.65316565 0.69112491 0.60585186 0.50695928 0.42740564 0.48759429 0.51257403 0.71708602 0.56518539 0.46094252] [-0.34564205] [ 0.27180517 0.25203525 0.62236445 0.59328809 0.45228079 0.55488066 0.39070153 0.43384267 0.31266479 0.3446711 ] [ 0.67422697] [ 0.55500658 0.4450412 0.57191922 0.344097 0.53539421 0.57782022 0.41324069 0.60885343 0.50366273 0.45724558] [-0.84956826] [ 0.4589759 0.7589229 0.33235494 0.71045283 0.34889811 0.59431695 0.49352424 0.65774705 0.59278785 0.37591146] [-0.5510703] [ 0.32476167 0.63463861 0.40757814 0.66054026 0.38898357 0.6402472 0.42131875 0.46808713 0.44394285 0.63244938] [ 0.12095438] [ 0.61803192 0.72117574 0.47499719 0.58478958 0.34252102 0.34936383 0.52297535 0.58488515 0.66603015 0.4741827 ] [ 0.36039619] [ 0.65685933 0.73132769 0.4556808 0.3666857 0.4092205 0.28639561 0.47154078 0.56614096 0.62574738 0.41083768] [-0.37815435] [ 0.48611272 0.53868998 0.47743822 0.37575866 0.424364 0.59387572 0.51260516 0.6274104 0.37709505 0.43319676] [-0.51361925] [ 0.42111276 0.48137557 0.54664076 0.50538968 0.52318898 0.4501082 0.41869922 0.41109789 0.57455814 0.40437601] [-0.66879156] [ 0.41336388 0.48220713 0.55069755 0.44026334 0.51181012 0.66727969 0.38723596 0.59216521 0.45633038 0.53439758] [ 2.27189535] [ 0.74647747 0.70998178 0.4304594 0.53668098 0.25483044 0.13971403 0.42740618 0.71924936 0.54552931 0.35648106] [-1.02623429] [ 0.6448121 0.72859312 0.45532644 0.5241443 0.41559805 0.46356632 0.48796931 0.64844364 0.51043202 0.65798643] [-0.90047638] [ 0.37689791 0.13757309 0.68252417 0.34931861 0.6835362 0.44723773 0.34217673 0.29545839 0.15282508 0.34623875] [-0.43697418] [ 0.2468623 0.62413434 0.4657349 0.61327144 0.48430208 0.77832387 0.40833847 0.3696961 0.42101347 0.66410595] [-0.62874439] [ 0.74000899 0.59354292 0.55941285 0.28161491 0.39206058 0.26474694 0.41949144 0.75224109 0.5852053 0.39131746] [-0.31071214] [ 0.32170978 0.63073616 0.42979519 0.7280062 0.28597313 0.58395301 0.50206368 0.69529756 0.52589727 0.47114679] [-0.22643914] [ 0.42655042 0.54750918 0.36282643 0.48638135 0.41049164 0.76248227 0.38621574 0.63957534 0.55240406 0.4770834 ] [-1.24996756] [ 0.61433284 0.7160143 0.48713004 0.48910063 0.27911157 0.36617923 0.43939661 0.57508402 0.57392284 0.45975733] [-1.08953779] [ 0.43421888 0.72161074 0.4280682 0.52816004 0.32325079 0.42697563 0.40223636 0.53748379 0.56932962 0.5195651 ] [-1.34178159] [ 0.59302409 0.80358924 0.32301753 0.62689594 0.2703348 0.33982319 0.34407914 0.70863582 0.56460172 0.49584481] [ 0.11310648] [ 0.55386351 0.71404937 0.44823958 0.58938507 0.41810102 0.32708812 0.57581888 0.61628067 0.61485622 0.49270404] [ 2.56554068] [ 0.81970109 0.75325883 0.48790019 0.37802004 0.40216512 0.33747587 0.45020083 0.79623424 0.64061632 0.39497581] [ 0.92279197] [ 0.83726722 0.55187097 0.66073089 0.2435428 0.42895294 0.25147232 0.63269332 0.79989678 0.43023748 0.31416646] [-0.73687249] [ 0.35612473 0.63440894 0.48201167 0.56581614 0.42282627 0.75144625 0.37222941 0.60544419 0.54866713 0.59867928] [-0.52790598] [ 0.28609818 0.60689132 0.48270853 0.61445223 0.45391729 0.6820669 0.36588704 0.41868025 0.54516276 0.62843661] [-0.49196585] [ 0.41860006 0.60238623 0.5355103 0.65592853 0.38198919 0.58976845 0.33241972 0.51704674 0.56592881 0.49833607] [-0.7949006] [ 0.58744219 0.35047238 0.56018789 0.48130972 0.35353267 0.56730356 0.37041693 0.61703184 0.33854188 0.34481167] [ 0.37976641] [ 0.22059079 0.61371854 0.42725602 0.70565607 0.54446955 0.68663101 0.32860898 0.3560162 0.51408101 0.5641724 ] [ 1.26747997] [ 0.45956802 0.47234147 0.49780329 0.45595355 0.50499578 0.70129285 0.41379678 0.66023307 0.4957248 0.46777088] [-1.27730657] [ 0.82254018 0.75693219 0.55833299 0.30564879 0.36397624 0.25236579 0.60731997 0.82861524 0.60082445 0.39662921] [-0.63551243] [ 0.43099287 0.61520911 0.48680966 0.37562595 0.5012308 0.58282504 0.43379529 0.41867391 0.44565279 0.59933781] [-1.1915143] [ 0.62518086 0.70849514 0.51399844 0.61945251 0.40765237 0.4196697 0.41397701 0.60728669 0.48592883 0.56330286] [ 0.73733574] [ 0.67106469 0.72241279 0.47696286 0.3861076 0.38324351 0.33802767 0.50331843 0.68142144 0.62962482 0.35810296] [-0.50019626] [ 0.33304002 0.58031962 0.52872361 0.41619794 0.48450647 0.71625989 0.41211215 0.37914754 0.44678238 0.65023467] [ 0.00513841] [ 0.61250694 0.69051757 0.53805423 0.51337194 0.416783 0.33371582 0.5095971 0.73263345 0.5865754 0.43044533] [ 2.02046405] [ 0.64482418 0.73758879 0.4182882 0.5604927 0.43841562 0.35846355 0.58718673 0.59352788 0.71090329 0.30614152] [-0.79674879] [ 0.47906305 0.34221696 0.68836091 0.37593991 0.47557959 0.53778579 0.472286 0.50775797 0.36086561 0.52098625] [-1.2832894] [ 0.69362005 0.39213952 0.59733703 0.4265563 0.53954144 0.39156336 0.47792507 0.56927911 0.30577093 0.35392653] [-1.06246183] [ 0.45190956 0.63213142 0.51205662 0.58671953 0.3533815 0.50483282 0.41391417 0.58869303 0.42527432 0.39101059] [-0.48947792] [ 0.7745872 0.57244864 0.67423511 0.2535647 0.46806224 0.32983332 0.59633236 0.75750429 0.58918313 0.39675919] [-0.53078253] [ 0.52660008 0.51334513 0.48875032 0.64289367 0.48869729 0.37469787 0.3974549 0.61870712 0.50902332 0.34111938] [-1.31352115] [ 0.69809148 0.62898013 0.47666035 0.4644192 0.3825779 0.53177971 0.52093841 0.66370785 0.5064358 0.45014523] [-0.93129152] [ 0.78391028 0.52192413 0.47613345 0.40142819 0.38487545 0.31708344 0.46892056 0.66829448 0.35767286 0.30739167] [-0.1006387] [ 0.57693883 0.7041715 0.52476621 0.21131034 0.51057442 0.49803028 0.48430624 0.59164351 0.57829709 0.64748456] [-0.48593382] [ 0.53508685 0.58966124 0.42350484 0.6409435 0.49046507 0.60262302 0.51035356 0.56583846 0.43988826 0.54140489] [-0.29343035] [ 0.35762949 0.60104286 0.44534058 0.48602866 0.53081202 0.65908084 0.52706128 0.60996878 0.40300419 0.58678395] [-0.15591048] [ 0.27274899 0.67672025 0.42528056 0.69759971 0.403732 0.60593004 0.40166531 0.4078816 0.52632917 0.67687571] [-0.91099191] [ 0.34930118 0.57326541 0.43471556 0.56402844 0.3566629 0.64683888 0.43367321 0.56427874 0.47934167 0.51053389] [-0.33992938] [ 0.4207785 0.72316787 0.32657294 0.41307754 0.38528261 0.64220095 0.3834528 0.54426271 0.50207951 0.54122428] [ 0.05416561] [ 0.58778879 0.70744443 0.43563943 0.54521565 0.27098773 0.24407506 0.5026917 0.63578977 0.61642891 0.3670558 ] [-0.33022494] [ 0.47421114 0.5584566 0.39452205 0.44521457 0.38647925 0.66918449 0.48710563 0.62026564 0.44701775 0.40845353] [-0.38400096] [ 0.69758448 0.75348307 0.53753727 0.42785203 0.35762466 0.23618462 0.46730131 0.59440944 0.71210753 0.40780537] [ 1.15577454] [ 0.58611118 0.54519901 0.43477188 0.32310385 0.41601377 0.16549786 0.45891401 0.56681168 0.57421497 0.22950346] [-0.90047899] [ 0.50509511 0.69486394 0.50277769 0.44269451 0.43455964 0.67979244 0.38744418 0.62567435 0.58860289 0.67202422] [-0.65243099] [ 0.56950681 0.64581937 0.50204049 0.63848569 0.34715113 0.69185085 0.45262383 0.69370445 0.46069624 0.54950644] [-1.05218834] [ 0.41426378 0.65979253 0.48446084 0.54912248 0.40875948 0.4706963 0.43785752 0.57797813 0.57794829 0.50547643] [-0.94923723] [ 0.50273602 0.78142419 0.30024067 0.62501756 0.44255808 0.57956178 0.41993722 0.59041624 0.57844846 0.59482353] [-0.66092479] [ 0.40610276 0.35798608 0.64085254 0.46537854 0.55723705 0.44810405 0.40068944 0.32615233 0.29938181 0.47481552] [ 1.19602558] [ 0.63466439 0.77073582 0.39103012 0.64408123 0.26038438 0.23746408 0.37149469 0.60904335 0.5528547 0.48506209] [-0.36292187] [ 0.56797346 0.70985508 0.46865447 0.55769731 0.42244591 0.45503178 0.34370903 0.63918463 0.64249823 0.51358014] [-0.16035212] [ 0.73991931 0.79304696 0.56275679 0.48647114 0.39936299 0.32434454 0.5040675 0.64771807 0.70834344 0.43563518] [-1.07326166] [ 0.70649453 0.62700895 0.57525763 0.63273176 0.39302273 0.36801714 0.35336127 0.64264261 0.47504778 0.36800988] [ 0.47802523] [ 0.62968558 0.40585804 0.65387813 0.43625704 0.39926132 0.35168123 0.41236143 0.53259107 0.3910239 0.38775367] [-1.08376911] [ 0.52280411 0.7059307 0.42819582 0.56126246 0.43026822 0.58777855 0.54403339 0.68801312 0.55520973 0.51346624] [-0.14993595] [ 0.4944729 0.69178615 0.35234699 0.64995524 0.36172525 0.41421816 0.49616486 0.64619029 0.61810552 0.30620501] [-0.14993595] [ 0.4944729 0.69178615 0.35234699 0.64995524 0.36172525 0.41421816 0.49616486 0.64619029 0.61810552 0.30620501] [-0.09355508] [ 0.48525119 0.42065888 0.46629442 0.50376569 0.42001678 0.28641109 0.34885105 0.49097625 0.48918838 0.28049616] [ 0.03165672] [ 0.61509816 0.69326732 0.45989767 0.5093892 0.33527503 0.406833 0.55441795 0.70684093 0.53416155 0.44655261] [-1.10398966] [ 0.52573563 0.69256102 0.51049486 0.5640546 0.2970922 0.41015286 0.42763886 0.53855869 0.54336276 0.4642834 ] [ 0.51354486] [ 0.54663184 0.70014363 0.42597548 0.52910056 0.41381795 0.19560273 0.40593642 0.54406733 0.66256847 0.44241693] [-0.80846709] [ 0.41290071 0.75354297 0.41765296 0.6556007 0.27129471 0.45938513 0.38608057 0.59391904 0.51561269 0.55518766] [-0.50948619] [ 0.4684528 0.42748092 0.70472671 0.44771253 0.49602302 0.48014571 0.39937531 0.3991346 0.45704007 0.45326703] [ 0.37543336] [ 0.71134773 0.63754959 0.51098966 0.41780914 0.49807077 0.31454109 0.49495873 0.63382 0.35896709 0.53947975] [-0.38347936] [ 0.5620672 0.73587633 0.46034942 0.55668502 0.37172175 0.31478133 0.39697529 0.57998718 0.57201195 0.38372819] [-1.24069959] [ 0.66625098 0.39519656 0.65185064 0.23864011 0.50267906 0.28687716 0.55718088 0.63991069 0.39029809 0.35891281] [-0.51085101] [ 0.80004648 0.60627644 0.5702928 0.24449254 0.37547482 0.25666786 0.54657301 0.67997116 0.60180174 0.37337921] [ 1.58302929] [ 0.34317308 0.77722953 0.3156963 0.65102935 0.42068897 0.60653634 0.48262164 0.50386618 0.64423242 0.51184472] [-1.0276826] [ 0.38843619 0.51549243 0.51362133 0.52054315 0.45846028 0.58567579 0.5510086 0.48872717 0.53543334 0.37898747] [-0.14523623] [ 0.46182902 0.55118359 0.50091492 0.50988797 0.55640432 0.5507695 0.46040327 0.46564442 0.50447033 0.51120159] [ 0.90370159] [ 0.70243714 0.79206638 0.51527298 0.46125498 0.37598305 0.48527574 0.49221489 0.62016629 0.70178398 0.52867525] [-0.58776491] [ 0.3245558 0.62251343 0.53368954 0.54847424 0.49376905 0.66772797 0.36513104 0.48747106 0.45915399 0.68459428] [-0.30644979] [ 0.30076901 0.59271077 0.45320507 0.5629272 0.45860975 0.76792269 0.37371623 0.37467685 0.60534313 0.62686983] [ 0.39368185] [ 0.64377929 0.62829043 0.47697624 0.35296931 0.39864864 0.18996679 0.4269735 0.60983131 0.55947932 0.34218889] [ 2.16753559] [ 0.43035142 0.75449329 0.36578023 0.68766564 0.41070722 0.46546119 0.37058864 0.58823861 0.64832444 0.62469323] [-1.43920368] [ 0.70044357 0.41326691 0.60729151 0.32864088 0.50898733 0.37483491 0.53121498 0.61455147 0.35181559 0.37552211] [-0.01926124] [ 0.57671475 0.56704965 0.49140727 0.46358584 0.35004994 0.19736257 0.48472782 0.69375889 0.50046476 0.3051114 ] [-1.02060647] [ 0.42323678 0.7677031 0.35035735 0.6685588 0.26038781 0.55191078 0.4276629 0.60829754 0.52877894 0.52534631] [-1.07194582] [ 0.49239072 0.69944892 0.4387009 0.62085926 0.26125262 0.55397912 0.37420809 0.56435377 0.6475438 0.53058672] [ 0.48008307] [ 0.64902195 0.72966908 0.47856739 0.53202038 0.40467289 0.21945662 0.40185571 0.59208927 0.67501271 0.36493381] [-0.96970596] [ 0.45575495 0.62694678 0.34723238 0.65720459 0.39549656 0.42497158 0.33927447 0.53336556 0.45121263 0.42457594] [ 1.33909737] [ 0.51827098 0.74899906 0.42391505 0.53018251 0.43588079 0.51735102 0.56547177 0.60561309 0.61608978 0.43092804] [ 0.57469055] [ 0.26900859 0.60448652 0.43638466 0.56308465 0.39326912 0.59881744 0.30215133 0.51994484 0.43061842 0.51464152] [-0.25682817] [ 0.42103471 0.55252618 0.44315432 0.58804455 0.37878567 0.32045032 0.44129344 0.50941704 0.53988991 0.40096211] [-0.16507411] [ 0.36499362 0.69271488 0.46767254 0.56161963 0.3724082 0.58821549 0.57787379 0.65745605 0.54354671 0.52296943] [-0.66702939] [ 0.54074072 0.57175424 0.49520622 0.48986959 0.51237995 0.50666832 0.52734112 0.56313314 0.4484895 0.4971835 ] [-0.13094081] [ 0.50814315 0.55263464 0.44308671 0.59599412 0.33156655 0.29923187 0.375969 0.50914075 0.60465534 0.28130277] [-0.70115592] [ 0.37405912 0.61856824 0.51052153 0.48539706 0.56137104 0.61005968 0.36784679 0.43639786 0.43384244 0.67594712] [ 0.74415113] [ 0.52481511 0.66535149 0.47624623 0.46121128 0.37894111 0.46393049 0.36560677 0.63059437 0.46568578 0.52186891] [ 2.85109713] [ 0.79016568 0.56209323 0.51489696 0.25708585 0.4102813 0.12442045 0.46163095 0.68105005 0.49819298 0.22970339] [-0.25629969] [ 0.40532943 0.6778523 0.41487076 0.67414945 0.46231288 0.47209774 0.40973719 0.54903044 0.63875234 0.41815337] [-0.70079889] [ 0.3107629 0.5348178 0.60254493 0.54007095 0.50415002 0.6930647 0.38043393 0.47447655 0.42736802 0.64147262] [-0.40433535] [ 0.53750963 0.53169098 0.61637983 0.5169256 0.4325082 0.46947988 0.40806991 0.54419878 0.59259569 0.42857854] [-0.74735708] [ 0.63675996 0.63501652 0.54259913 0.35778169 0.4345801 0.37196528 0.58113279 0.70004744 0.54577002 0.40822993] [ 1.77103328] [ 0.7822052 0.57583304 0.49978647 0.46418566 0.40423527 0.31550224 0.4815788 0.69335803 0.50872285 0.34166297] [-1.28885368] [ 0.64157136 0.74754011 0.47895281 0.44070097 0.49440417 0.46399412 0.46749148 0.67800393 0.55456662 0.53410679] [-1.26454189] [ 0.47530177 0.70724659 0.44091236 0.46946164 0.36376201 0.33858611 0.4112175 0.59084294 0.64002075 0.43851028] [-0.57641897] [ 0.584128 0.81036021 0.44714638 0.55764486 0.40587576 0.49161614 0.55398956 0.64621691 0.70126627 0.52198441] [ 0.8940515] [ 0.51725502 0.80003911 0.33602018 0.72067499 0.37257014 0.52644041 0.48022586 0.63343199 0.62534613 0.65865459] [-0.83904391] [ 0.48879581 0.22946993 0.67062648 0.23455248 0.55726923 0.55095414 0.47645378 0.40403605 0.24516717 0.38766156] [-0.7241611] [ 0.45225856 0.45785411 0.58570015 0.33332133 0.53800114 0.44015698 0.44502972 0.41533717 0.52627091 0.43153066] [-0.99667887] [ 0.40164506 0.67958516 0.46932738 0.69681069 0.34511588 0.61559773 0.44558277 0.59722463 0.54702823 0.4859571 ] [ 0.77396761] [ 0.4035124 0.57674266 0.44996755 0.45946881 0.32878979 0.41833237 0.44350738 0.4695509 0.44760743 0.43402541] [-0.92364507] [ 0.49061596 0.6937666 0.42623269 0.61901445 0.37063182 0.46813986 0.418263 0.64398247 0.47589862 0.52558336] [ 1.76596804] [ 0.32634454 0.70870178 0.38089656 0.66376205 0.47922987 0.73784121 0.40437764 0.54741549 0.67518313 0.56628298] [-0.13509184] [ 0.39897055 0.65377055 0.37940614 0.60568091 0.4982672 0.60615026 0.49690711 0.52127393 0.48306032 0.50952061] [ 0.74494085] [ 0.52064706 0.6571527 0.47226443 0.52448398 0.44835179 0.52381065 0.50585735 0.54514476 0.55682299 0.42920539] [-0.64899207] [ 0.72722904 0.44496546 0.55799091 0.56678253 0.41950277 0.30217265 0.53476196 0.68283698 0.34377733 0.47351228] [-0.43604772] [ 0.48905863 0.58285556 0.54714378 0.57679661 0.5325749 0.53203321 0.42598358 0.56766829 0.61307602 0.44717216] [ 2.33945612] [ 0.77101768 0.68979674 0.51945928 0.5351748 0.39015673 0.36371239 0.42537689 0.8166542 0.55215571 0.36058786] [ 0.45456707] [ 0.60262236 0.59926752 0.4816912 0.41766998 0.32605865 0.27373556 0.44608186 0.54869204 0.56805186 0.35757805] [-0.63335541] [ 0.4524671 0.62584111 0.57892431 0.44823671 0.5956955 0.54309958 0.41226616 0.37005977 0.55079764 0.57796881] [-0.35374938] [ 0.45057845 0.49765299 0.53575803 0.48721516 0.42971586 0.59958703 0.40067255 0.60342857 0.51500932 0.44566563] [-1.15721003] [ 0.57554184 0.37870745 0.67388529 0.44728442 0.46968554 0.56011746 0.4591982 0.57834932 0.40828217 0.38727207] [-0.42539465] [ 0.32535121 0.38681309 0.54162564 0.46918019 0.53446976 0.45198172 0.48811767 0.35534306 0.46546985 0.64617438] [ 1.10186498] [ 0.5051013 0.73469966 0.38452556 0.56662191 0.29570006 0.47937752 0.43202973 0.65023119 0.59543012 0.49171715] [-0.41485966] [ 0.18421505 0.57906949 0.45642226 0.67134967 0.48436495 0.78858491 0.46128152 0.37917913 0.52852213 0.59327176] Progress: 4.9% ... Training loss: 0.687 ... Validation loss: 1.200[-0.46209573] [ 0.49489116 0.58936287 0.53149005 0.5360707 0.30772454 0.41072153 0.39152221 0.44700037 0.54988931 0.45336923] [ 0.04471684] [ 0.74073784 0.54625512 0.56172817 0.4392114 0.25427194 0.1897717 0.45407356 0.6836991 0.46153987 0.26623168] [-0.16724248] [ 0.69995925 0.67087279 0.42805536 0.48338178 0.42835689 0.3276806 0.55157126 0.63752498 0.53872289 0.58057146] [ 0.47460625] [ 0.4126426 0.65105717 0.49472382 0.58849404 0.45033929 0.76786436 0.35339014 0.64840865 0.6588885 0.61995306] [-0.48540531] [ 0.8214925 0.61763414 0.59465298 0.33605362 0.47455088 0.19420979 0.48844137 0.80387843 0.4738781 0.30808156] [-1.13917169] [ 0.52252049 0.40928666 0.52158709 0.47982745 0.44491796 0.36720674 0.5250906 0.5504764 0.47033276 0.22799781] [ 0.1178985] [ 0.55443414 0.56457213 0.54107925 0.55553303 0.43268091 0.33084035 0.51429353 0.54383056 0.50579244 0.37450751] [-0.33694774] [ 0.34110594 0.31343444 0.6869875 0.53089818 0.51814507 0.60264908 0.49325467 0.39888327 0.34051832 0.48940173] [ 0.33177066] [ 0.70062482 0.62055618 0.47980797 0.37075048 0.31865881 0.17921295 0.43422412 0.63287206 0.38354342 0.40573966] [ 1.16165527] [ 0.70974461 0.57905742 0.47014357 0.41399048 0.29998341 0.165962 0.43884632 0.61477802 0.56168655 0.23699322] [-0.79067384] [ 0.63502125 0.64132446 0.44546939 0.51631184 0.4765083 0.64253352 0.40579397 0.68989908 0.41844317 0.62214632] [ 0.24771604] [ 0.31366759 0.66356237 0.40221139 0.64327467 0.47008628 0.77290716 0.50189612 0.54541162 0.41868853 0.63654789] [-0.82045919] [ 0.4620191 0.62319445 0.51652945 0.58409509 0.29967108 0.38611119 0.36449436 0.52999544 0.41186742 0.40576706] [ 0.69634782] [ 0.79736856 0.59894171 0.51720965 0.38743743 0.45229882 0.3513339 0.5497143 0.70910775 0.44966138 0.41637931] [ 0.2020826] [ 0.29653434 0.67657054 0.42922231 0.58040006 0.45024868 0.54813877 0.46153953 0.37647227 0.61013077 0.65718378] [-0.11565156] [ 0.59989534 0.72490142 0.53163317 0.70833749 0.44175737 0.50030308 0.40492262 0.62204923 0.57603512 0.43326967] [ 3.39159569] [ 0.46783925 0.65561812 0.36607366 0.64165854 0.39699009 0.43960714 0.54129075 0.58056109 0.61607507 0.2642881 ] [ 0.95134368] [ 0.710615 0.60838366 0.51316321 0.41424802 0.39871682 0.41549047 0.56881742 0.69197889 0.48315812 0.44427727] [ 0.8632002] [ 0.67302255 0.54848527 0.54047158 0.45992834 0.29448864 0.22763725 0.4574939 0.67039643 0.45963437 0.31416975] [ 0.88321408] [ 0.52297085 0.65776772 0.4232101 0.5279155 0.31066755 0.31200042 0.52056703 0.5486549 0.62625463 0.34254249] [-0.76299146] [ 0.79356333 0.54732955 0.61849674 0.29044679 0.42915894 0.36819253 0.58245015 0.76734088 0.63353505 0.33464713] [ 0.58214554] [ 0.45674125 0.65077058 0.45454705 0.48074462 0.41488325 0.6479896 0.44018239 0.66237213 0.61122494 0.53307682] [ 0.80323537] [ 0.59106083 0.70304953 0.47511523 0.5368924 0.31549682 0.38317488 0.51302934 0.62433343 0.61826929 0.51779517] [-0.54057043] [ 0.75966086 0.33487016 0.63591222 0.39837985 0.50414277 0.43236211 0.46138534 0.68000053 0.46033986 0.28447175] [-0.68622295] [ 0.70128558 0.65257398 0.51353465 0.34236353 0.31677751 0.21833248 0.471336 0.68606074 0.50635287 0.38729737] [-0.90645322] [ 0.65791488 0.77817776 0.46106004 0.47970499 0.49776251 0.43145321 0.44031179 0.65566069 0.56523554 0.54656198] [-0.64817416] [ 0.78004932 0.53233121 0.55335649 0.26767604 0.38430482 0.20497023 0.46229692 0.69123145 0.50763761 0.31290957] [ 0.12692933] [ 0.50578778 0.70053234 0.43499954 0.64884097 0.27089983 0.34431164 0.44900031 0.61204428 0.55287137 0.4919215 ] [ 0.81369054] [ 0.69794651 0.75208335 0.5798037 0.47729524 0.44666077 0.41010264 0.42384148 0.68738924 0.69642278 0.52485214] [ 0.04339117] [ 0.20896814 0.50990779 0.48187865 0.64007206 0.45687108 0.7394257 0.4435311 0.39279767 0.49116038 0.61331358] [-0.16013056] [ 0.57745334 0.64898194 0.48402654 0.59772157 0.50137746 0.34793243 0.43141838 0.63064763 0.58477873 0.35244655] [-0.53139325] [ 0.48003064 0.6008561 0.49940407 0.53549588 0.43256853 0.64931266 0.47506122 0.59423805 0.45014938 0.5938474 ] [ 0.32102538] [ 0.36963458 0.61958801 0.43039616 0.50844686 0.4298981 0.59550416 0.41589451 0.4969327 0.46419253 0.54559715] [ 0.07839538] [ 0.23084747 0.48375755 0.61363751 0.57117887 0.448822 0.77421988 0.39948184 0.40507165 0.38272753 0.64687215] [ 3.13663367] [ 0.62458086 0.73921672 0.42611027 0.60527418 0.3204312 0.36889846 0.5054092 0.75395597 0.56652595 0.30847511] [-0.9465141] [ 0.44628688 0.64300588 0.40563886 0.52472174 0.43931497 0.28384479 0.42986027 0.45967551 0.49806101 0.43232777] [-0.18239218] [ 0.55031799 0.55205015 0.60083746 0.64686199 0.46191741 0.45930228 0.42457877 0.54609908 0.61051358 0.40696011] [-0.33532645] [ 0.51664296 0.42825995 0.67107219 0.43705127 0.42627996 0.61435424 0.42292467 0.55602933 0.37059356 0.42976164] [-0.15533041] [ 0.66927957 0.40790431 0.63871661 0.33272629 0.37237114 0.47646125 0.43825913 0.61395939 0.36328664 0.34784626] [ 1.57355073] [ 0.80765452 0.6163568 0.60155837 0.24447605 0.43001715 0.24146379 0.53748529 0.68613379 0.50469816 0.31839061] [ 0.0262561] [ 0.54177435 0.24785029 0.70764632 0.33450512 0.57825098 0.34234027 0.39722002 0.49477209 0.3136952 0.3519649 ] [-0.44304911] [ 0.3959023 0.77135933 0.36861766 0.55360835 0.32868459 0.53988537 0.51870844 0.69275159 0.62013782 0.47935936] [-0.2751527] [ 0.69402062 0.42937503 0.61099285 0.46059311 0.5549724 0.31167309 0.49531655 0.55040213 0.49730829 0.23769426] [ 0.81174915] [ 0.55735684 0.23471026 0.67554014 0.27245107 0.53871644 0.48360534 0.48379658 0.72744062 0.28417892 0.31294205] [-0.17338691] [ 0.35316054 0.4482139 0.49077376 0.3919057 0.56422477 0.67783979 0.44521374 0.66159265 0.3777535 0.49036712] [-0.69824375] [ 0.49551074 0.73783376 0.3748205 0.7288406 0.26791719 0.33376394 0.40604046 0.58562817 0.55214474 0.69605964] [-0.00359907] [ 0.38496474 0.43126022 0.53387119 0.52307091 0.4421032 0.65499835 0.45890568 0.56538334 0.34661939 0.3425142 ] [-0.39067256] [ 0.38338441 0.69528429 0.38306414 0.5849421 0.48442598 0.81866407 0.29222944 0.6694281 0.56065521 0.69956695] [ 0.01404869] [ 0.51531232 0.70263381 0.40750739 0.71790752 0.22089605 0.37866323 0.30195399 0.52687766 0.57866886 0.40936962] [-0.30003434] [ 0.40999421 0.29002722 0.63992376 0.379536 0.52937588 0.5350289 0.45311033 0.31284486 0.32295617 0.34393941] [ 0.60899436] [ 0.79087827 0.35900126 0.61794299 0.20423719 0.46769655 0.18597904 0.47651539 0.6458482 0.40038823 0.22741145] [ 0.55976083] [ 0.7186909 0.33905321 0.5247152 0.46160518 0.37019637 0.25807456 0.48660676 0.63604097 0.33442098 0.21381929] [ 2.34739127] [ 0.63172404 0.68057815 0.40899175 0.43948203 0.37488895 0.21987749 0.44068751 0.65483965 0.56811662 0.32013988] [-0.99070092] [ 0.54487071 0.50461024 0.55280495 0.50169157 0.4684146 0.29646869 0.42260058 0.57701895 0.41714019 0.48719896] [ 0.78352867] [ 0.74670347 0.69966455 0.53151205 0.39686989 0.38606081 0.31756652 0.57885228 0.6426764 0.63659217 0.42267232] [-0.76227273] [ 0.55627527 0.58319835 0.55345763 0.48663677 0.49782522 0.50827925 0.47644313 0.55553974 0.37217236 0.48498827] [-0.46353946] [ 0.52680029 0.57092236 0.46107551 0.40828797 0.41278143 0.18769989 0.4303274 0.63820122 0.47973822 0.42721552] [ 3.24859874] [ 0.67323735 0.58186285 0.41778615 0.31723631 0.34220044 0.22998171 0.4236285 0.69168784 0.56737626 0.26742951] [-0.13400036] [ 0.35818655 0.5414935 0.42813114 0.60714264 0.34529696 0.5625926 0.48536679 0.62319873 0.40632218 0.47268604] [-0.53655104] [ 0.45650758 0.43154407 0.51891205 0.39675301 0.50472994 0.53577692 0.461491 0.36354388 0.43606348 0.37043235] [-0.61187141] [ 0.7997976 0.60206641 0.59834618 0.42696045 0.34641451 0.17814351 0.51122913 0.61403146 0.62350705 0.28746961] [-0.47711936] [ 0.40545093 0.39551573 0.6154968 0.43672989 0.49071413 0.5744981 0.49733919 0.53633051 0.35703409 0.42717113] [ 1.40110177] [ 0.58693225 0.48851099 0.44374992 0.35641319 0.42277505 0.22802198 0.43946274 0.64899013 0.4172531 0.25759487] [-0.04445397] [ 0.7951414 0.45604206 0.65816447 0.24933895 0.57819887 0.25838248 0.51181701 0.65444018 0.41684044 0.3280811 ] [-0.11637688] [ 0.26821868 0.58441807 0.40281579 0.68995675 0.45361716 0.77202427 0.48152161 0.58897207 0.39843432 0.59378486] [-0.71075428] [ 0.42540526 0.84531021 0.26567006 0.64438109 0.31385968 0.56066405 0.41148936 0.65874696 0.59967419 0.62092927] [ 0.1528368] [ 0.64777166 0.68155519 0.55494155 0.44515818 0.45422926 0.40632509 0.50920928 0.56675772 0.65836477 0.40246045] [ 0.58838879] [ 0.68357399 0.63324248 0.49246875 0.2958945 0.35689915 0.20401811 0.45343737 0.69190175 0.54374293 0.36186798] [-0.39782249] [ 0.45233462 0.23633549 0.74266355 0.31398665 0.48452011 0.57524664 0.41689534 0.36907679 0.22064306 0.43255429] [-0.28543531] [ 0.32023931 0.39841181 0.52036922 0.4581521 0.49331805 0.63836929 0.42353865 0.34816659 0.36549122 0.59559672] [-0.45042387] [ 0.60437757 0.41607523 0.61852189 0.462072 0.51825535 0.43500949 0.47184203 0.6008541 0.38604161 0.30738383] [-0.63493427] [ 0.3975924 0.48794943 0.50561812 0.46769859 0.42920566 0.6192825 0.34833251 0.49448616 0.32738983 0.47145033] [-0.1907527] [ 0.50346672 0.42154677 0.63421763 0.40620755 0.47301828 0.46889065 0.4021872 0.59072875 0.36386666 0.4772087 ] [ 0.05086113] [ 0.28595407 0.3913913 0.54844941 0.68321326 0.34504085 0.62469105 0.40479694 0.48064443 0.42129342 0.38064007] [-0.34605122] [ 0.57927973 0.52114141 0.56330274 0.55049999 0.4785453 0.42504873 0.54505846 0.61588396 0.54855311 0.39826518] [ 0.91111517] [ 0.70130226 0.53233141 0.49066937 0.41279316 0.51742146 0.25820342 0.46101543 0.58208192 0.3886392 0.44645902] [ 0.05216119] [ 0.43699576 0.62343056 0.50909736 0.63652005 0.50854409 0.50385972 0.33875444 0.40967561 0.56061182 0.48125235] [ 0.18812614] [ 0.47935762 0.35183745 0.54481581 0.32884468 0.50429899 0.43578028 0.53684124 0.51894995 0.35636214 0.2908716 ] [ 3.26897225] [ 0.45862185 0.46236526 0.47276693 0.52514509 0.39130611 0.53207674 0.46455027 0.68456904 0.38769929 0.29422333] [-0.48666745] [ 0.51097451 0.73278833 0.37829987 0.61219626 0.50532897 0.56783807 0.36864453 0.57855288 0.46722056 0.63361999] [-0.15320601] [ 0.2362504 0.66382887 0.46990124 0.63944767 0.54942242 0.66400675 0.36927425 0.28155475 0.41770851 0.72564055] [-0.08837181] [ 0.35141472 0.77308447 0.38224375 0.62283306 0.40074014 0.62711765 0.50044503 0.58174034 0.61510835 0.53697107] [ 1.96684038] [ 0.72165746 0.5817067 0.49836764 0.48217797 0.32641665 0.18930144 0.45978117 0.56834906 0.55012819 0.24687491] [ 0.30289395] [ 0.68587851 0.54846628 0.52335912 0.41518921 0.30982819 0.20660849 0.41005193 0.52043169 0.51432776 0.29547944] [-0.18076042] [ 0.22754963 0.5405708 0.5739437 0.65336676 0.42304701 0.70036925 0.44649474 0.41893522 0.48371029 0.64377584] [ 1.91222813] [ 0.74370637 0.5924401 0.52363827 0.49045676 0.39903241 0.30726147 0.46832488 0.74310933 0.54782445 0.3726482 ] [ 0.10989084] [ 0.40009289 0.51165726 0.45650645 0.53233208 0.42016925 0.67039547 0.48532942 0.67881099 0.58095833 0.45404828] [-0.69043079] [ 0.57589142 0.61092789 0.45297979 0.49928234 0.56206888 0.49697255 0.39380567 0.57612452 0.36904915 0.56550163] [ 1.19573445] [ 0.85975189 0.64552326 0.58817955 0.34827914 0.41782523 0.19101325 0.62071635 0.73929829 0.59801382 0.2334196 ] [ 0.54094339] [ 0.48942162 0.56453663 0.47554645 0.5457079 0.42210875 0.52937759 0.41566785 0.67493599 0.54464736 0.5395116 ] [-0.95509959] [ 0.58786408 0.75765585 0.37678541 0.67261021 0.31945712 0.40711722 0.35047091 0.5716298 0.60696826 0.50737166] [ 3.10670668] [ 0.63318061 0.79938458 0.46024362 0.65144652 0.38577332 0.38308284 0.40236708 0.72613528 0.64865651 0.44363468] [ 0.69432118] [ 0.80318417 0.51192208 0.56178558 0.26470723 0.43685206 0.24640134 0.5161453 0.67605311 0.39001302 0.31405453] [-0.46872863] [ 0.37551532 0.66827814 0.42736444 0.63497025 0.4413339 0.7014587 0.4158334 0.54710425 0.39394578 0.5983193 ] [ 2.50460161] [ 0.18946598 0.66584856 0.3575117 0.69668594 0.43925652 0.66315768 0.42478672 0.3576647 0.64216456 0.52562916] [ 1.24250794] [ 0.62803457 0.61257304 0.48543313 0.38294563 0.39706562 0.18729822 0.43080332 0.62034356 0.52812706 0.31240897] [-1.11149946] [ 0.64769766 0.45726804 0.62587062 0.25730055 0.59761323 0.35962561 0.46833618 0.54532911 0.34122472 0.48290122] [ 1.32468544] [ 0.79574219 0.49351049 0.49172638 0.48066211 0.41681902 0.1705247 0.58330452 0.7503981 0.42009909 0.44700801] [-0.25386861] [ 0.254902 0.64879206 0.42264445 0.57279547 0.43764415 0.68796044 0.33566155 0.45425042 0.42310566 0.58385938] [-0.70626015] [ 0.54977504 0.67033542 0.43926854 0.66667843 0.30889439 0.4789465 0.36738328 0.57837519 0.5828157 0.43184276] [ 0.07536804] [ 0.65588715 0.36532368 0.61409173 0.39384277 0.56710159 0.38481467 0.45148878 0.60070176 0.32960298 0.34872382] [-0.2774721] [ 0.69013716 0.72267427 0.37663077 0.45493476 0.24812228 0.3468257 0.4352613 0.6283175 0.56058816 0.41963346] [-0.10983855] [ 0.64415442 0.57686777 0.51895875 0.38979342 0.39415937 0.18409378 0.43738094 0.65195099 0.41183857 0.31095799] [-0.27788643] [ 0.61001896 0.67329633 0.46476877 0.47646648 0.3300479 0.25174103 0.34904476 0.60405352 0.53235534 0.36651416] [ 1.04674167] [ 0.6852006 0.55268843 0.5007301 0.4351143 0.50407202 0.34969619 0.55540837 0.56295439 0.42443413 0.32888753] [-0.4025616] [ 0.57918755 0.57610388 0.54530172 0.59263051 0.5556319 0.39753989 0.40164044 0.56584134 0.55877322 0.50374307] [-0.28415274] [ 0.33339849 0.65140426 0.52264994 0.59128757 0.44387312 0.71803964 0.32929495 0.42778859 0.49377101 0.6914747 ] [-1.21448625] [ 0.66248596 0.59124094 0.54476854 0.38813016 0.44169343 0.46136748 0.54926542 0.63672569 0.61089146 0.35942734] [ 0.3671895] [ 0.67047678 0.41322772 0.63458197 0.38299427 0.4201547 0.1784732 0.4421084 0.59991059 0.38982658 0.27910704] [ 0.00234347] [ 0.46340424 0.64734594 0.39856917 0.61515291 0.37373256 0.64724982 0.43801166 0.74104928 0.56929908 0.40157788] [-0.73156836] [ 0.56144077 0.563826 0.52614056 0.67767317 0.59633212 0.5365453 0.48841876 0.57760001 0.50025031 0.3593192 ] [-0.05578942] [ 0.58022852 0.54156528 0.59012684 0.44964447 0.37416629 0.37236787 0.48592537 0.58089007 0.53980585 0.35949066] [-0.35851943] [ 0.41327145 0.79615541 0.25353923 0.61361122 0.25997819 0.58548068 0.43923635 0.61826941 0.55774158 0.53565147] [-0.12167028] [ 0.21510095 0.52014079 0.43742704 0.65347446 0.50205054 0.68549324 0.39937558 0.40250906 0.5597071 0.56575625] [-0.42350336] [ 0.39608592 0.20782412 0.75275324 0.38754041 0.57179114 0.59449862 0.4045503 0.42871365 0.29021695 0.42702183] [ 0.51981142] [ 0.71800287 0.69549679 0.60022809 0.4570979 0.46658703 0.32144862 0.52003056 0.65155182 0.6314652 0.41314251] [-0.25953313] [ 0.56481111 0.58063166 0.52259966 0.37171709 0.46478658 0.4394725 0.42836727 0.58302669 0.53922642 0.50840468] [-0.17194739] [ 0.72407647 0.45281709 0.55099059 0.34905694 0.4423395 0.38975736 0.49128802 0.62912501 0.28294752 0.36956929] [ 0.12653682] [ 0.4808451 0.55106408 0.54153911 0.4727373 0.45892862 0.49072099 0.4658515 0.55023744 0.45431334 0.49405146] [ 1.36849629] [ 0.86999898 0.46295209 0.68415999 0.1452379 0.46490647 0.22585941 0.64045462 0.76874132 0.40770214 0.29207369] [-0.31242546] [ 0.37849675 0.65057946 0.5575341 0.53568185 0.41805939 0.65967645 0.4440037 0.47577029 0.4751361 0.61232557] [-0.03913414] [ 0.55724544 0.56143545 0.41246614 0.55504349 0.44644429 0.37920936 0.48449339 0.61162566 0.48792078 0.37901815] [-0.48404007] [ 0.36767106 0.42938577 0.61089987 0.36091943 0.62883375 0.72625054 0.47970496 0.54394546 0.4487039 0.54852275] [-0.81982466] [ 0.51970607 0.66134199 0.39177607 0.55601512 0.42896689 0.58302967 0.34448438 0.69525912 0.42971568 0.50174565] [-0.8169554] [ 0.75683129 0.77005489 0.48921479 0.29489013 0.33839132 0.20208881 0.47456496 0.76340014 0.7099313 0.42454448] [-0.5386199] [ 0.29473646 0.48333111 0.51257715 0.63302317 0.40353604 0.70840871 0.44046475 0.46901573 0.48647246 0.47155308] [ 1.99487734] [ 0.53258907 0.60473099 0.56593387 0.49353802 0.47042639 0.43138522 0.40821334 0.69507137 0.46239828 0.4481304 ] [-0.85596469] [ 0.44876868 0.56796656 0.49910686 0.63268632 0.36819584 0.55460304 0.46959608 0.59787981 0.5265242 0.40902533] Progress: 5.1% ... Training loss: 0.708 ... Validation loss: 1.070[ 1.14750213] [ 0.51278485 0.52843437 0.56428127 0.55658661 0.33416494 0.5613407 0.39291859 0.66893969 0.46492817 0.42415169] [ 0.39091867] [ 0.76846932 0.77482369 0.56630117 0.40899529 0.37012822 0.33556553 0.55314528 0.77726152 0.73677358 0.4606635 ] [ 0.69264398] [ 0.42722347 0.5111357 0.48259311 0.6798142 0.50118477 0.59942721 0.33888484 0.56314418 0.46973299 0.43399183] [-0.49621766] [ 0.55461232 0.21607605 0.72642538 0.4441454 0.40816946 0.40841783 0.41592546 0.6393997 0.37283292 0.27869645] [-0.73236639] [ 0.43986361 0.63031995 0.52356189 0.56083416 0.41276304 0.65225537 0.36048909 0.54714398 0.48325202 0.64421116] [-1.44396421] [ 0.71800952 0.60975416 0.50490902 0.57618315 0.29481284 0.23451742 0.38691467 0.55515243 0.49755488 0.28412914] [-0.83648352] [ 0.59774424 0.45341554 0.54811696 0.53778759 0.37823953 0.51425344 0.55374682 0.64526586 0.38770018 0.36092754] [-0.89742537] [ 0.70163287 0.77931688 0.45650403 0.50879515 0.24027536 0.26918232 0.4556661 0.65793104 0.61556383 0.3610915 ] [ 0.87276182] [ 0.61593445 0.52971713 0.54368254 0.3835241 0.34133016 0.23554794 0.4662708 0.74574381 0.45398053 0.31503629] [-0.36107566] [ 0.81928267 0.63610186 0.46445113 0.48238777 0.23533641 0.14620319 0.4377566 0.72100925 0.54522538 0.28930039] [-1.17568459] [ 0.65112812 0.60215933 0.57832617 0.5151803 0.52608775 0.44321431 0.48307668 0.53579351 0.53869114 0.40288984] [-1.06734918] [ 0.52713515 0.66121145 0.46423414 0.61325695 0.43119265 0.3343262 0.39853509 0.54775077 0.57642721 0.37880172] [-0.58812161] [ 0.21925528 0.32018315 0.64467404 0.45998867 0.49567815 0.7308588 0.48524322 0.3325333 0.46052974 0.51674084] [-0.55682815] [ 0.41566378 0.56528819 0.49557496 0.48383204 0.42510956 0.55881046 0.49939818 0.66411821 0.44090116 0.46444727] [-0.09399064] [ 0.56095171 0.56300591 0.54469729 0.55208951 0.42827821 0.32251976 0.51687713 0.55111713 0.50855927 0.36769619] [-0.00501156] [ 0.79034819 0.61175537 0.50120943 0.3159455 0.31920639 0.24242634 0.43385965 0.71862027 0.53310457 0.31256067] [-0.92336546] [ 0.4958742 0.73818426 0.4112676 0.54989496 0.27087271 0.37463282 0.40655833 0.64073086 0.57269242 0.45727482] [-0.7069548] [ 0.66666219 0.51571192 0.58331177 0.48909585 0.47172926 0.24872042 0.53249507 0.626353 0.51356289 0.27311718] [-0.31762284] [ 0.3258732 0.52301085 0.48850753 0.53276 0.44407489 0.63759829 0.32558635 0.44512768 0.36015537 0.50263313] [ 0.12463331] [ 0.50029909 0.22570049 0.6581069 0.32442067 0.57392413 0.50999842 0.47064654 0.70426612 0.40280929 0.49152448] [-0.47062757] [ 0.36257107 0.38994149 0.60267054 0.5055506 0.50052462 0.53094604 0.37472046 0.45251584 0.36454202 0.47664086] [-1.01668608] [ 0.77958123 0.74084945 0.62517397 0.30013991 0.41093185 0.39716109 0.63000757 0.73013171 0.56241325 0.4487635 ] [ 1.00467484] [ 0.65757967 0.60306198 0.48711802 0.45048269 0.28327697 0.21994054 0.47033717 0.62689708 0.57240049 0.28169218] [ 1.27874489] [ 0.58870073 0.5278545 0.51540243 0.53182267 0.50502591 0.52775843 0.48645616 0.63660525 0.55563669 0.37500303] [ 0.55670804] [ 0.5068205 0.51157256 0.46374272 0.49932632 0.39485475 0.40520144 0.38691179 0.54368548 0.48329716 0.35770889] [ 0.57254167] [ 0.82260896 0.48404449 0.6805644 0.3732923 0.54869846 0.20668441 0.40877167 0.66944487 0.45859805 0.255546 ] [-1.01511165] [ 0.72047744 0.66603251 0.49130882 0.40911953 0.2710903 0.26923942 0.430461 0.74787148 0.55128759 0.37927442] [-0.81650501] [ 0.43009506 0.48299108 0.61705866 0.50036626 0.43669862 0.61016762 0.37513956 0.43244721 0.36599718 0.51918464] [-0.53773237] [ 0.54111456 0.78759996 0.3352024 0.58389644 0.30272368 0.2815413 0.35257191 0.69115291 0.63646875 0.44798296] [-0.48020299] [ 0.45165695 0.42573287 0.64850446 0.29988632 0.57362779 0.4111491 0.45533807 0.49589692 0.32912435 0.5051712 ] [-0.88157728] [ 0.48929039 0.68835854 0.37843934 0.46318295 0.3968475 0.58232819 0.35216115 0.58361363 0.46745784 0.60546112] [ 1.41169097] [ 0.72945381 0.70898344 0.56504883 0.32959941 0.46257545 0.25052333 0.53376595 0.73598759 0.54106303 0.39179075] [ 1.8357556] [ 0.45862239 0.52536511 0.54151075 0.5014522 0.43902762 0.60709698 0.42464285 0.52865756 0.50210946 0.45349084] [-1.05740244] [ 0.60524945 0.63177963 0.49281015 0.52369723 0.44909512 0.48953158 0.46829605 0.61208375 0.42602858 0.64383144] [-0.00123911] [ 0.63551151 0.65743534 0.50870496 0.46523671 0.27415806 0.23492018 0.40549709 0.6353138 0.52869961 0.37913999] [-0.21536948] [ 0.72702794 0.41246215 0.63335944 0.49466414 0.48206542 0.53151672 0.38495465 0.6952612 0.44306987 0.39875163] [ 2.15202094] [ 0.55346097 0.68799872 0.453003 0.43700024 0.37555158 0.43160473 0.49680033 0.68453531 0.50062706 0.54370536] [-0.57981461] [ 0.310532 0.37808551 0.6123128 0.47475927 0.45747533 0.60256647 0.54698081 0.42544673 0.42526376 0.48812012] [-0.37720473] [ 0.35253633 0.69510314 0.36386391 0.57358454 0.39627612 0.76712789 0.32357257 0.54952135 0.56815207 0.61319137] [-1.17885137] [ 0.66308118 0.77241859 0.48715558 0.70985389 0.41747491 0.44847853 0.37325076 0.62210349 0.61374241 0.45365621] [ 0.57835727] [ 0.70882038 0.54398769 0.53131934 0.55319576 0.44810906 0.28739992 0.51461259 0.66220266 0.53334056 0.30249549] [-0.75670282] [ 0.72435719 0.45647827 0.5022676 0.37984537 0.30295049 0.17574717 0.43904324 0.70849753 0.46650207 0.19942721] [-1.28969706] [ 0.5952654 0.70995058 0.39001415 0.55466013 0.43747698 0.2868226 0.32159013 0.60844133 0.53239535 0.42804928] [-1.13836863] [ 0.61724848 0.61734068 0.48264738 0.54871236 0.25586126 0.37321823 0.40579291 0.61318517 0.516739 0.4191742 ] [-0.42964029] [ 0.31436732 0.55905083 0.57322031 0.38564357 0.53020101 0.57308378 0.4401247 0.47996749 0.42593192 0.61904773] [-0.59159652] [ 0.36428136 0.35000084 0.65923669 0.48235388 0.50145411 0.49243357 0.46940732 0.44054141 0.34221041 0.44914105] [-0.72917904] [ 0.43264055 0.67620136 0.5031109 0.56464053 0.27481812 0.48115579 0.45442604 0.62764456 0.49984019 0.48429025] [-0.33579022] [ 0.38020078 0.39159809 0.69837862 0.50712324 0.51107092 0.55992907 0.36380646 0.34794562 0.4198685 0.48908784] [ 0.62173332] [ 0.32504535 0.63088765 0.44178024 0.43693362 0.45900306 0.53234125 0.36547857 0.55918438 0.44921117 0.51801301] [-0.38119782] [ 0.79424042 0.56745044 0.53585585 0.35136021 0.44948522 0.30730198 0.53664738 0.63416093 0.3965925 0.32641287] [-0.09655978] [ 0.35575357 0.56877167 0.48067525 0.52291558 0.47097082 0.47666526 0.50444447 0.4015551 0.55254273 0.47447145] [-0.59936429] [ 0.50026534 0.36367084 0.52900806 0.42539556 0.47735712 0.67390002 0.46603349 0.5100944 0.29433977 0.46857522] [ 0.61411626] [ 0.56360027 0.67189641 0.37380759 0.65368123 0.26834945 0.18810785 0.44921442 0.67994428 0.54766537 0.5375533 ] [ 0.03377408] [ 0.836343 0.35339356 0.6985368 0.28012231 0.56127135 0.19358984 0.50816731 0.72981109 0.34194333 0.27605499] [-0.82414665] [ 0.44263521 0.59868349 0.52291018 0.64560962 0.44290375 0.53567859 0.3567113 0.404915 0.45622249 0.4892787 ] [ 2.15232493] [ 0.6225969 0.79154118 0.46379023 0.58952917 0.42336246 0.38212974 0.3726152 0.66436689 0.63416579 0.57699856] [-0.80127774] [ 0.40302297 0.51996262 0.44118005 0.42769355 0.51394338 0.61764267 0.32921515 0.54020557 0.33299121 0.53317969] [-0.47263439] [ 0.27716617 0.6584544 0.39211135 0.70906883 0.47041404 0.72933378 0.41518269 0.54134563 0.65657263 0.64601536] [-0.19937721] [ 0.67901131 0.59101707 0.48529852 0.59794086 0.46593826 0.31836382 0.40762645 0.61905667 0.59763169 0.4041063 ] [-0.69646638] [ 0.79532966 0.47189386 0.65652768 0.36411438 0.54905178 0.20991068 0.47329492 0.66817369 0.41023793 0.35561123] [-0.11688377] [ 0.31724761 0.49593658 0.57677009 0.50781891 0.47338117 0.61817695 0.39013897 0.37243223 0.48134987 0.55581654] [-0.2324314] [ 0.62104928 0.64960954 0.46237355 0.55339577 0.25255975 0.21446644 0.5051331 0.67070254 0.58867121 0.31145995] [-0.69952701] [ 0.5109619 0.66302037 0.51284337 0.36699083 0.51558911 0.41921397 0.45707081 0.57348244 0.68276694 0.65517543] [ 0.10533871] [ 0.57228262 0.63466646 0.53625399 0.58084341 0.48103992 0.3597247 0.49080393 0.54999273 0.61423251 0.48457775] [-0.61144277] [ 0.58971212 0.6147628 0.44988168 0.48905606 0.3306347 0.21734313 0.40725941 0.6654828 0.46711832 0.35321255] [-0.61528564] [ 0.49632936 0.7661574 0.35594487 0.66961208 0.24816207 0.31139987 0.38849954 0.59575146 0.62105889 0.38049438] [ 1.18598285] [ 0.81823919 0.63048413 0.51264669 0.27014251 0.25771308 0.17347893 0.51978064 0.72663424 0.56037567 0.29789178] [-0.3259603] [ 0.74951267 0.52920446 0.58203754 0.41188042 0.35474323 0.19104964 0.42674581 0.62293611 0.52614018 0.28537605] [-0.03329414] [ 0.72960605 0.64045596 0.46567218 0.46016933 0.25490292 0.17430546 0.46540628 0.74947341 0.52264129 0.32598251] [ 0.89568465] [ 0.49341507 0.75584581 0.42854961 0.64290495 0.28969637 0.42742336 0.41600966 0.58492297 0.53756461 0.50477524] [ 2.12583394] [ 0.83116766 0.6845718 0.60395838 0.37533047 0.46883571 0.20483146 0.47527482 0.78508659 0.6648626 0.33512171] [ 0.12285863] [ 0.30298745 0.7472215 0.36757038 0.6273754 0.45017528 0.64023155 0.45153329 0.52330694 0.57853012 0.6551539 ] [-0.76229012] [ 0.44718657 0.45652525 0.53507852 0.37530563 0.62624795 0.64715764 0.35767453 0.5899017 0.3751378 0.57437018] [ 1.83925832] [ 0.52175514 0.78174103 0.40294668 0.61495502 0.31298153 0.35194585 0.39709877 0.56901698 0.54503969 0.45981845] [-0.70033869] [ 0.34375216 0.33130909 0.69748245 0.38657738 0.5163402 0.6897949 0.45226097 0.38364983 0.36226991 0.56376669] [-1.4172838] [ 0.6816708 0.7017701 0.4062631 0.57357467 0.30966679 0.27831978 0.37644252 0.58362607 0.49874733 0.39350005] [-0.07969811] [ 0.75427458 0.71021541 0.37515408 0.4935051 0.27572843 0.22793843 0.42206813 0.6040609 0.58331224 0.28667118] [-0.33247069] [ 0.35978842 0.52727844 0.57765345 0.46618424 0.45780606 0.56073053 0.38269078 0.51075476 0.4057962 0.54335874] [-0.76279319] [ 0.78098557 0.71786423 0.45991347 0.42274751 0.25593797 0.33392416 0.43027091 0.68777112 0.68193044 0.39669273] [-0.46757835] [ 0.24644745 0.69021865 0.35247204 0.56482219 0.47453933 0.74248234 0.30765618 0.50269736 0.48042647 0.6533189 ] [-1.13879054] [ 0.54678427 0.79004705 0.36969233 0.57569234 0.41068978 0.38531656 0.34716515 0.60852336 0.61386877 0.55092272] [-1.26251018] [ 0.64717948 0.62876291 0.50850742 0.53071836 0.26760687 0.35494342 0.40146077 0.579001 0.4786444 0.42048216] [-0.46137004] [ 0.53757003 0.45069469 0.58650429 0.31605209 0.59011494 0.36698214 0.41130716 0.49035594 0.40817449 0.58340271] [ 0.29574377] [ 0.46352602 0.55168614 0.39721442 0.61880429 0.49782018 0.47040398 0.43989771 0.42260228 0.51803241 0.37926055] [-0.61912058] [ 0.34187758 0.65873111 0.47181804 0.64526897 0.43899833 0.69254015 0.37331168 0.52337606 0.56381314 0.6130935 ] [-1.2897377] [ 0.59756429 0.76435136 0.49223231 0.58147166 0.23053868 0.36985776 0.42319688 0.57025683 0.61453884 0.43716022] [ 0.23609291] [ 0.3216832 0.64266444 0.42309142 0.45599765 0.40674426 0.6113041 0.42933616 0.52995257 0.54829808 0.49358071] [-0.77479371] [ 0.5071388 0.44298814 0.64047673 0.25926325 0.56601861 0.50635774 0.44271416 0.5535362 0.33648996 0.53742676] [ 0.33637064] [ 0.38685224 0.5480835 0.56410571 0.41256264 0.47843833 0.5350487 0.4424475 0.56935679 0.34953786 0.49486356] [-0.51235746] [ 0.449493 0.46015279 0.52472108 0.40553606 0.50405907 0.53241636 0.34913514 0.52234887 0.39369285 0.41320265] [-0.6614857] [ 0.42489215 0.38688296 0.60647586 0.43063764 0.54719181 0.66034079 0.36726282 0.53547009 0.34311022 0.50524295] [ 1.58935624] [ 0.48875639 0.55650789 0.43112871 0.64161968 0.36067762 0.49622389 0.53385298 0.73031199 0.43317884 0.29415478] [ 0.5773993] [ 0.62847792 0.58773983 0.53661364 0.45412207 0.29050737 0.2347539 0.39959673 0.62200338 0.47442633 0.35936444] [ 0.33372253] [ 0.62741029 0.73248458 0.47682708 0.51566118 0.3041909 0.26377603 0.43060209 0.64817923 0.61470773 0.41776352] [ 1.72539599] [ 0.59722572 0.55813958 0.51186833 0.33320483 0.35077634 0.39788962 0.53896903 0.74033785 0.47476065 0.3568305 ] [-0.58685947] [ 0.28647082 0.62202344 0.43285059 0.69375303 0.46877312 0.52752914 0.38732274 0.32020181 0.47086427 0.62876501] [-0.7531567] [ 0.52560054 0.6870855 0.42399931 0.64715185 0.2504736 0.35107742 0.35389269 0.56827556 0.58244507 0.44753294] [-0.62111346] [ 0.38480087 0.38312539 0.43373838 0.49696552 0.43284825 0.75227135 0.35700593 0.50288573 0.37125635 0.4634837 ] [-0.28428501] [ 0.30380691 0.57322896 0.41588086 0.67914179 0.49876129 0.74938677 0.52864357 0.49660515 0.42102416 0.62742094] [ 1.94197768] [ 0.52386129 0.64596181 0.48170007 0.52940649 0.33677578 0.59952916 0.47596886 0.7630183 0.46595124 0.44676388] [-0.79179834] [ 0.41696938 0.54817687 0.43611993 0.41066174 0.51436482 0.60802347 0.33768441 0.54548751 0.35037533 0.53930797] [-0.03918794] [ 0.580983 0.70707359 0.45419804 0.68751768 0.44106469 0.35279104 0.5216509 0.62228968 0.6764138 0.35623545] [-0.30768518] [ 0.8507401 0.64688642 0.49062824 0.33047028 0.2219597 0.13772619 0.48895423 0.72193496 0.51518215 0.22204015] [-0.8722669] [ 0.46095827 0.36042222 0.64890584 0.36293487 0.52476632 0.56104685 0.43578578 0.44724574 0.29844038 0.51665134] [-0.55840992] [ 0.78127277 0.52801088 0.65289053 0.40898548 0.50370225 0.24631123 0.42417624 0.72912322 0.55594622 0.310727 ] [ 0.68123087] [ 0.64652582 0.62403457 0.49316132 0.40551902 0.37499393 0.18965215 0.45256995 0.65420365 0.52303253 0.44212149] [-0.72173969] [ 0.48017804 0.6006623 0.49992399 0.53508984 0.43192603 0.64841264 0.47542508 0.59472646 0.45053027 0.59268981] [-0.2774381] [ 0.65323745 0.6286532 0.51339826 0.42863491 0.47540673 0.52486194 0.52189152 0.6649087 0.45090547 0.43661462] [ 0.08302381] [ 0.45306441 0.547546 0.40138445 0.63490115 0.34811376 0.4434957 0.55694264 0.72211261 0.41581956 0.29971003] [ 0.21866521] [ 0.56220343 0.66852825 0.49690485 0.44100488 0.49809804 0.38884761 0.45466323 0.59836141 0.5991075 0.49360056] [ 1.40655281] [ 0.42285421 0.62043413 0.45436834 0.59655507 0.47161556 0.46448443 0.35029919 0.51785772 0.65117084 0.453854 ] [-0.39113824] [ 0.44705817 0.58812686 0.43258729 0.6954621 0.26265356 0.37639821 0.31638284 0.39818283 0.5092219 0.34361398] [-1.14605242] [ 0.47163936 0.54218146 0.53466464 0.58880474 0.34057187 0.34191733 0.32182523 0.54566922 0.40364595 0.3461401 ] [-0.48900459] [ 0.31886769 0.75113797 0.35435605 0.71281298 0.47779856 0.66837191 0.33741197 0.5207238 0.5391435 0.74946992] [ 0.02661531] [ 0.36502089 0.41724858 0.43947493 0.64696949 0.3849415 0.53601018 0.4307747 0.40779758 0.45009477 0.3905751 ] [ 0.06386765] [ 0.62401016 0.70546058 0.50751217 0.57026849 0.41208055 0.34744511 0.41911583 0.76998345 0.57871773 0.41008427] [-0.83580955] [ 0.38170511 0.68308858 0.40756965 0.71293533 0.38778969 0.60351238 0.52832107 0.55718251 0.64324944 0.41271445] [-0.648966] [ 0.86448178 0.65501488 0.44274464 0.34308352 0.25429051 0.12803825 0.51076579 0.73939947 0.64467602 0.23104259] [-0.1331009] [ 0.45031181 0.68908147 0.38977763 0.43903886 0.32072427 0.49261928 0.42886065 0.57037423 0.48298535 0.53262602] [-0.42114313] [ 0.70857805 0.7186355 0.45190391 0.35878671 0.38043644 0.1083489 0.4119131 0.74468979 0.52636249 0.40529632] [ 0.85686862] [ 0.71389547 0.6989193 0.37418539 0.53491534 0.28127739 0.14421392 0.53459466 0.63960562 0.66094048 0.56426027] [-0.62360883] [ 0.28425638 0.25522949 0.5669987 0.45609484 0.655718 0.54934356 0.40675714 0.36754472 0.22245644 0.42232328] [ 1.79799263] [ 0.61239463 0.49932481 0.5148992 0.45409061 0.32812701 0.19711213 0.41323395 0.74609512 0.42841562 0.24983358] [-0.67869979] [ 0.37799957 0.65298599 0.36729003 0.71723028 0.46515971 0.54066644 0.40023882 0.37087705 0.42999592 0.53000447] [-0.26412106] [ 0.29901405 0.49477484 0.52373431 0.54384358 0.4538889 0.66241946 0.42301694 0.36951288 0.47379584 0.48683414] [-0.17299994] [ 0.44909119 0.44677465 0.49956399 0.51978316 0.48687189 0.56594223 0.40059221 0.57217042 0.43738756 0.32339968] [-0.2199877] [ 0.35305165 0.73897368 0.41245381 0.64479466 0.36472495 0.62831073 0.40480486 0.54577585 0.64819831 0.55199786] [-0.10677327] [ 0.53893331 0.45363709 0.56289856 0.46237831 0.40455178 0.41908529 0.55462012 0.66516549 0.38929613 0.37433898] Progress: 5.4% ... Training loss: 0.669 ... Validation loss: 1.175[-0.36689146] [ 0.57307285 0.51742642 0.45456912 0.46792599 0.29298713 0.51927111 0.4944459 0.70055855 0.44973495 0.30993802] [-0.61685301] [ 0.38518127 0.53737876 0.59609333 0.44787789 0.45506032 0.62442794 0.43343447 0.42431771 0.50490622 0.55138095] [-0.77926722] [ 0.54267661 0.78933522 0.39344742 0.63857603 0.48267579 0.48145905 0.54369062 0.57850108 0.51794009 0.63870564] [-0.53016465] [ 0.44471701 0.36016351 0.54956638 0.4952368 0.55672801 0.60509222 0.38585673 0.59872766 0.39721751 0.43286635] [-0.21491252] [ 0.29927319 0.50528668 0.52445165 0.60154259 0.41252199 0.58887939 0.44706495 0.43593617 0.4770981 0.41614245] [-0.34560124] [ 0.72644075 0.44962557 0.59555341 0.41450992 0.45875291 0.29578298 0.45351153 0.54574724 0.49131202 0.28434117] [-0.17039726] [ 0.53249341 0.71572882 0.40969552 0.57532182 0.24010017 0.32459832 0.46965791 0.63869057 0.5737903 0.33374075] [ 1.63061255] [ 0.73005441 0.61489217 0.46883631 0.50738121 0.28078465 0.14489594 0.43786921 0.63771898 0.53663158 0.32931884] [ 0.14847234] [ 0.48529451 0.667446 0.45915231 0.55149974 0.30988183 0.33978294 0.37708657 0.56884506 0.57783727 0.42863825] [ 0.26990595] [ 0.49563706 0.56377789 0.52735156 0.51546146 0.52292332 0.45246336 0.41245306 0.44882557 0.55855352 0.41777626] [-0.17039726] [ 0.53249341 0.71572882 0.40969552 0.57532182 0.24010017 0.32459832 0.46965791 0.63869057 0.5737903 0.33374075] [-0.60712557] [ 0.5218269 0.6376719 0.5682939 0.4171446 0.62961045 0.59603419 0.39046682 0.49716054 0.37906147 0.66961186] [-0.88716568] [ 0.55927164 0.54614514 0.5420778 0.41864729 0.52663215 0.61764555 0.53057259 0.60784221 0.48279024 0.43011785] [ 0.91348328] [ 0.64464231 0.62663983 0.42924131 0.54975641 0.30771617 0.19610362 0.40245935 0.60006426 0.54375318 0.26566091] [ 1.55942196] [ 0.45045686 0.51292853 0.43687161 0.47180785 0.51111756 0.49609909 0.48938261 0.59996176 0.56754814 0.45565545] [ 0.07264154] [ 0.72470361 0.47694382 0.56411949 0.41614875 0.49606954 0.24883393 0.46571078 0.61458302 0.40133724 0.33897338] [ 0.40324618] [ 0.72767022 0.69582982 0.54845656 0.39470149 0.36332904 0.23418547 0.50212874 0.66441315 0.66948497 0.3819074 ] [-0.05936172] [ 0.22122352 0.71903948 0.3984497 0.69547708 0.40689168 0.74486022 0.36150913 0.47980022 0.50197253 0.65613077] [-0.12557102] [ 0.4286677 0.50731096 0.57025055 0.37375255 0.46379355 0.61980725 0.42448957 0.53111643 0.42018927 0.58093292] [-0.94933591] [ 0.73307986 0.68203665 0.50692427 0.46780437 0.27725862 0.22865884 0.45195808 0.68786684 0.66424739 0.32186895] [-0.97037514] [ 0.57850343 0.5890838 0.53090125 0.48758149 0.50991421 0.52227535 0.44406465 0.58990543 0.60454871 0.41759408] [ 1.11597312] [ 0.74330804 0.56337516 0.60767734 0.370665 0.49107262 0.27692148 0.52230236 0.71161889 0.52767741 0.30844091] [-0.62545426] [ 0.45664204 0.62403218 0.47502641 0.49021833 0.50071708 0.58554951 0.42979612 0.61296181 0.39776974 0.54973577] [-0.63961587] [ 0.44596957 0.62683498 0.5404967 0.62487495 0.55651401 0.58957289 0.48745354 0.51272362 0.6030675 0.50923486] [-0.62132507] [ 0.48335066 0.75624353 0.45578106 0.57904663 0.44065413 0.5756035 0.42551654 0.59675334 0.65360586 0.59957211] [-0.44118102] [ 0.67042888 0.70283537 0.48706851 0.67832039 0.40397799 0.26775662 0.56128252 0.76726854 0.60736055 0.64003956] [-0.31969784] [ 0.30040144 0.62348499 0.3779341 0.6591033 0.50652487 0.62121675 0.29996235 0.4789822 0.53837521 0.603274 ] [ 1.00265148] [ 0.64101211 0.51128872 0.57678836 0.35296832 0.45176452 0.49577958 0.48444222 0.52849412 0.32216002 0.48450318] [-0.7637555] [ 0.49976439 0.66258664 0.52299528 0.59884734 0.42373704 0.50541514 0.49402982 0.51755706 0.6270837 0.50094534] [-0.83511763] [ 0.49688666 0.5644083 0.54892801 0.54225758 0.32541231 0.48484499 0.43222114 0.58446449 0.49368471 0.4735715 ] [-0.04747052] [ 0.37525259 0.50281864 0.52699524 0.56369614 0.50892012 0.54535335 0.3882115 0.35266151 0.47298582 0.4961787 ] [-0.27753953] [ 0.83174559 0.55098364 0.53181125 0.34719209 0.27261588 0.14762898 0.48025173 0.7064834 0.5880886 0.20502054] [-0.32631277] [ 0.60932458 0.48155509 0.4734844 0.5260727 0.38574262 0.4219602 0.50601545 0.59292729 0.37274526 0.46245346] [ 0.01398022] [ 0.26117831 0.52126892 0.45710924 0.51616395 0.50994926 0.70014452 0.37761523 0.32569295 0.51954501 0.57232414] [-1.07188042] [ 0.48478795 0.70527713 0.44642819 0.4643075 0.35696008 0.32810202 0.41534418 0.60017356 0.64330047 0.42875045] [ 1.62217575] [ 0.514862 0.54169361 0.51193946 0.44396698 0.43155693 0.66664672 0.40075499 0.75557404 0.48907749 0.48745963] [ 1.03379215] [ 0.64718477 0.5981681 0.55372135 0.52083195 0.46633133 0.41578536 0.52012416 0.70588916 0.56819843 0.37990561] [ 0.02982021] [ 0.29415634 0.58958963 0.36526041 0.69834589 0.31356329 0.58531544 0.45767641 0.65243189 0.55686457 0.41399211] [-0.24600495] [ 0.40059664 0.68870595 0.36878684 0.57951173 0.36914073 0.41456802 0.41558899 0.6211257 0.49883081 0.39887565] [ 0.13124808] [ 0.50386738 0.62956602 0.42967195 0.42023336 0.31302241 0.22182511 0.47683958 0.67497955 0.53423361 0.31063982] [-0.45464134] [ 0.35797881 0.41159587 0.55597751 0.37472104 0.47080627 0.65305028 0.43961409 0.32505401 0.39705965 0.48600332] [-0.34521968] [ 0.34532699 0.70613669 0.39630181 0.67491497 0.52033018 0.70363104 0.36884093 0.47453887 0.54675511 0.6331337 ] [-0.03401504] [ 0.34092894 0.56185951 0.60108154 0.48143955 0.4556557 0.71780556 0.42509321 0.42826272 0.39650804 0.65148262] [ 0.52515649] [ 0.38484651 0.44688506 0.48450155 0.63283283 0.45088349 0.60973694 0.51658919 0.57544797 0.40789242 0.63653083] [-1.1526303] [ 0.51467464 0.18283199 0.71214946 0.39736481 0.51319496 0.4046743 0.5070806 0.40823852 0.35869291 0.22192452] [ 1.05374958] [ 0.41010449 0.5533968 0.51685638 0.56326942 0.4051395 0.7197201 0.42188038 0.63196088 0.34448916 0.5215373 ] [-0.44057061] [ 0.3032509 0.66322542 0.4192897 0.71870667 0.48593779 0.75954944 0.54333501 0.52996515 0.52675655 0.48873901] [ 0.07580809] [ 0.4493475 0.63352244 0.51574128 0.51632615 0.43558452 0.5750232 0.46244274 0.63208322 0.5352973 0.46269186] [-0.47117683] [ 0.33218177 0.4607825 0.49278749 0.64870545 0.52715913 0.72613276 0.44968205 0.50898845 0.57397755 0.43331946] [ 0.21650574] [ 0.73700126 0.63184365 0.4735018 0.50598923 0.2498877 0.21625077 0.47988014 0.72356109 0.5621017 0.29269254] [ 0.0491582] [ 0.76898836 0.57303602 0.49836479 0.4373998 0.38112685 0.13940881 0.41559574 0.67115011 0.49908993 0.28196257] [ 0.60201824] [ 0.41702261 0.54336871 0.59250653 0.40209514 0.6146988 0.58221525 0.4630178 0.51630409 0.45719322 0.55873341] [-0.47890765] [ 0.55019383 0.44705234 0.53727951 0.32068562 0.46809404 0.41979105 0.41582157 0.49956519 0.34898745 0.5024556 ] [-0.38252139] [ 0.33735769 0.41986861 0.64796396 0.4387906 0.52179967 0.60590068 0.41617269 0.36226451 0.43103766 0.52206398] [-0.57780748] [ 0.34223123 0.45296341 0.52303923 0.37855501 0.491344 0.63674742 0.40224987 0.45345275 0.39227629 0.48991923] [-0.25449429] [ 0.4664148 0.44937362 0.4175307 0.45315877 0.38656299 0.35325543 0.39551606 0.52389052 0.41894222 0.32973932] [ 0.90637552] [ 0.52266814 0.71657045 0.39625262 0.61401123 0.28400072 0.26713413 0.3612923 0.54865867 0.65363236 0.32617902] [-1.24765323] [ 0.61872733 0.63877208 0.51658406 0.49452859 0.25384774 0.29209977 0.48836025 0.53927337 0.58557827 0.30319368] [-1.05421161] [ 0.67598153 0.74978502 0.42082325 0.54804311 0.28058446 0.30638013 0.36302383 0.61916298 0.58506667 0.46316127] [ 0.13033517] [ 0.49106962 0.49937849 0.4675651 0.35658802 0.49710247 0.35727146 0.38753213 0.50145704 0.4007493 0.44708293] [-0.39925454] [ 0.26115855 0.33681628 0.6326651 0.53371526 0.45257171 0.72302706 0.42922078 0.35303453 0.37261178 0.50356226] [-0.21463001] [ 0.41780315 0.61116248 0.58294846 0.43049584 0.62907796 0.57689132 0.40565444 0.32976015 0.52452844 0.60491374] [-0.26224955] [ 0.29125326 0.33595534 0.63807984 0.53190105 0.43806701 0.6402137 0.45801035 0.41465653 0.38381736 0.37973976] [ 0.33822808] [ 0.29657103 0.55730205 0.46545524 0.41891089 0.42874855 0.60173318 0.37683627 0.52385079 0.40683437 0.57684335] [-0.72611019] [ 0.54756907 0.77053976 0.4491702 0.76061157 0.48527936 0.51814245 0.40025105 0.53555556 0.56734459 0.5745216 ] [-0.34572738] [ 0.54864416 0.42393023 0.58538952 0.49817992 0.51280941 0.50760468 0.41450907 0.68085535 0.41369583 0.40091929] [ 0.18766282] [ 0.6995369 0.47546706 0.56115579 0.44701129 0.58912557 0.37593735 0.57329882 0.58245927 0.43220712 0.31963523] [ 0.50018201] [ 0.66246705 0.41115215 0.59297856 0.36765569 0.43962367 0.49262665 0.40581277 0.66470937 0.5006245 0.35011654] [-0.22189579] [ 0.82206791 0.64370677 0.50553744 0.30090001 0.2400507 0.14529409 0.51419128 0.70940498 0.54217969 0.22553581] [ 0.77995062] [ 0.71301276 0.75753323 0.43602232 0.40092673 0.29337337 0.19218009 0.46893741 0.59613058 0.68548361 0.36188966] [ 1.47706431] [ 0.50708343 0.77683724 0.40004845 0.67012073 0.44342988 0.5849979 0.42851525 0.53068976 0.5189415 0.58570739] [-0.18631426] [ 0.72040834 0.39079544 0.61853092 0.37147078 0.53526451 0.28289695 0.42972203 0.59993212 0.39083241 0.37874824] [ 0.62739106] [ 0.31832219 0.54587216 0.51894362 0.55672529 0.41789462 0.63743 0.42264754 0.40962571 0.45907376 0.50373297] [ 0.31560698] [ 0.46436795 0.56255852 0.51075225 0.60598706 0.47478446 0.6136029 0.42720296 0.54810947 0.61853722 0.4738001 ] [ 0.83581277] [ 0.6221695 0.42305766 0.63179762 0.43831906 0.42076613 0.35266607 0.43832647 0.56630239 0.41029001 0.40180163] [-0.44082528] [ 0.29503469 0.55811942 0.46994796 0.50586636 0.46837253 0.64322743 0.35127944 0.45810506 0.35840107 0.53021717] [-0.32230122] [ 0.31321935 0.58120307 0.44757116 0.48955591 0.38379582 0.69054257 0.37155253 0.47369809 0.45500435 0.59499639] [-0.76514791] [ 0.79647351 0.49546083 0.55806066 0.29679716 0.35836506 0.24934983 0.42457097 0.73959948 0.5121417 0.29592679] [ 0.13118243] [ 0.48414137 0.53550707 0.44891949 0.57385357 0.37887513 0.38675202 0.44894544 0.65184277 0.55618974 0.2568908 ] [ 1.24129534] [ 0.58253143 0.60769285 0.41616351 0.40038267 0.38618583 0.29604442 0.61625501 0.70263252 0.54861318 0.51948993] [-0.85281977] [ 0.40480241 0.63088778 0.38882208 0.5420441 0.35434056 0.45136709 0.41518822 0.58543246 0.50844231 0.48910017] [-0.33962391] [ 0.35034259 0.5764494 0.50127724 0.50896919 0.58782936 0.67490601 0.31750564 0.48557453 0.42286142 0.71677284] [-0.95067782] [ 0.55155635 0.74694332 0.4056589 0.5974943 0.30275206 0.3077167 0.36444515 0.65693835 0.58815255 0.56709642] [ 1.47809008] [ 0.78736465 0.52970637 0.57709422 0.26462093 0.5126887 0.19503538 0.53784081 0.69072912 0.53766804 0.24550304] [-0.20034113] [ 0.37690817 0.3102682 0.62773419 0.37001785 0.55788066 0.50997173 0.42899911 0.38588349 0.33127854 0.44637101] [ 0.42650593] [ 0.53492025 0.69672669 0.47498413 0.53000876 0.28345349 0.4011813 0.43919327 0.58370759 0.53920815 0.47285208] [-1.08237844] [ 0.82974936 0.7545384 0.56603314 0.29999493 0.3552812 0.24140827 0.61258091 0.83663344 0.60640466 0.38361661] [ 2.13602649] [ 0.73869785 0.46776041 0.54563184 0.39968544 0.39201738 0.21362782 0.49142385 0.73362793 0.3750455 0.27042977] [ 0.17496309] [ 0.67217761 0.53649027 0.53891571 0.41480223 0.46453031 0.2467379 0.45918941 0.51294644 0.52277397 0.28671651] [-0.43217047] [ 0.49475921 0.64289865 0.47003045 0.6018789 0.51314094 0.70378753 0.43463461 0.55914428 0.47052461 0.59761596] [-0.48250806] [ 0.41177386 0.53477769 0.6110159 0.46594847 0.55554772 0.59346929 0.37557593 0.38682395 0.41605149 0.5543555 ] [-0.68060191] [ 0.49318962 0.39155162 0.57425185 0.46115838 0.53519599 0.34151996 0.50934208 0.49237685 0.39413645 0.56344641] [ 1.02416351] [ 0.64494151 0.58311872 0.45921795 0.54997004 0.32968363 0.27401993 0.38040847 0.68558031 0.49911226 0.35080163] [ 1.98346269] [ 0.60369061 0.60016355 0.53345071 0.48948708 0.38878172 0.42035493 0.54552825 0.71886195 0.45506316 0.33737128] [ 2.79079858] [ 0.81194967 0.57824696 0.60646764 0.22159563 0.42224112 0.23772144 0.59740229 0.76388315 0.51943954 0.28727123] [-0.05459378] [ 0.51278292 0.55131295 0.43211078 0.54169976 0.43429252 0.48009412 0.42618435 0.64894482 0.56579816 0.54898653] [-0.09482204] [ 0.32635483 0.60379124 0.42234503 0.57909414 0.45618389 0.55848907 0.41540414 0.54682479 0.43156086 0.49372489] [-0.46820737] [ 0.40687049 0.44129092 0.52235915 0.40993521 0.46694496 0.55163389 0.37663633 0.51178415 0.35164188 0.42718093] [-0.38065691] [ 0.43219159 0.69646501 0.3196766 0.60233849 0.2702961 0.29041723 0.47256228 0.61690361 0.61195319 0.63574874] [ 0.4417405] [ 0.2793134 0.60737982 0.42058225 0.51518611 0.44395342 0.72254255 0.46413708 0.50435876 0.42434849 0.52030483] [ 0.72438085] [ 0.74821132 0.46381446 0.52587486 0.37798153 0.51394613 0.21623557 0.47735675 0.61350821 0.35435902 0.38348565] [-0.58716242] [ 0.45704343 0.69962552 0.38679595 0.60258019 0.34919377 0.45939006 0.45029443 0.59497702 0.60075028 0.43090242] [ 0.89833385] [ 0.53524052 0.35156135 0.57647963 0.52237657 0.37400039 0.34427917 0.40744254 0.67379289 0.26295135 0.24267743] [-0.57818434] [ 0.30448729 0.40658692 0.59393419 0.5340381 0.48903482 0.5660536 0.39933111 0.3125291 0.36066604 0.41305102] [-0.11014235] [ 0.24795308 0.51312401 0.42205032 0.704264 0.4970462 0.58673114 0.359857 0.33893735 0.49901087 0.47744616] [-0.39550591] [ 0.77894653 0.33506437 0.61335943 0.4672051 0.53580448 0.33968558 0.51914852 0.74127941 0.32999032 0.23775678] [-1.30139675] [ 0.68349705 0.60545256 0.53846772 0.45503101 0.37595914 0.25945234 0.41698628 0.60606253 0.48243981 0.35123842] [-0.09415914] [ 0.77402324 0.42242522 0.61986448 0.36409074 0.55222101 0.20823621 0.48834294 0.62499309 0.44492798 0.27214797] [-0.40553813] [ 0.59203666 0.42186017 0.63822465 0.32479095 0.57226629 0.3515959 0.52671558 0.66488833 0.42458033 0.35288904] [ 0.64761502] [ 0.6248749 0.54844402 0.56632421 0.5092184 0.40329584 0.24160833 0.42477443 0.55148645 0.49831885 0.3291893 ] [ 0.81247865] [ 0.58448106 0.67802656 0.48445206 0.66402725 0.41317755 0.4496683 0.43512429 0.61428573 0.58114728 0.48903738] [-0.05675201] [ 0.340005 0.6311658 0.48124896 0.61963849 0.43581704 0.58997388 0.34852122 0.42547981 0.49385308 0.57493078] [-0.55491076] [ 0.36668669 0.33278479 0.59839715 0.42806849 0.62124798 0.67345147 0.51454703 0.58680537 0.41384312 0.60152897] [ 0.04132771] [ 0.51912386 0.70357909 0.42046872 0.69961865 0.22938676 0.28090779 0.3992532 0.55870032 0.59433932 0.38073915] [ 0.23317327] [ 0.33145344 0.69773272 0.31570861 0.59441367 0.37644088 0.64013865 0.38065058 0.52564765 0.63909578 0.53803558] [-1.0290941] [ 0.63101665 0.80176519 0.39831382 0.53216464 0.39452661 0.51315502 0.51422768 0.6915643 0.67156655 0.54208148] [ 0.55936127] [ 0.62106049 0.63354481 0.3270065 0.51977528 0.29311037 0.23088965 0.4967513 0.57142041 0.56824547 0.52712669] [ 1.48780981] [ 0.70558549 0.60188074 0.54101591 0.35440425 0.43730505 0.25800569 0.58291973 0.60511893 0.60045976 0.32580755] [-0.22203915] [ 0.65195173 0.69216895 0.55043692 0.4866067 0.40004453 0.43193692 0.45121853 0.60646307 0.53952175 0.4455757 ] [-1.074224] [ 0.56478093 0.63644272 0.51603393 0.60012313 0.26922868 0.3335497 0.3644823 0.51405997 0.48780591 0.35135319] [ 0.92903062] [ 0.37819296 0.51015767 0.52614592 0.49674932 0.49736473 0.4607931 0.33637857 0.32864869 0.43374085 0.4622959 ] [-0.1485439] [ 0.24596723 0.4424825 0.53316159 0.51593701 0.50814694 0.63121997 0.5010911 0.46754442 0.49214567 0.56721614] [-0.39010176] [ 0.33368161 0.70955193 0.3629691 0.54906127 0.38016591 0.59473089 0.3568039 0.50728422 0.54778323 0.61808157] [-0.05166064] [ 0.45749976 0.69836276 0.48871179 0.66194128 0.46643436 0.53753481 0.45307098 0.47442358 0.62814613 0.55043479] [ 0.61668965] [ 0.5069849 0.51130654 0.54962239 0.45349366 0.49497958 0.34242174 0.43474456 0.46942159 0.41869932 0.5069836 ] [ 0.93717886] [ 0.85063072 0.55146653 0.48416477 0.48973009 0.29545713 0.09262806 0.5119123 0.70511235 0.54514888 0.304657 ] [-0.27596605] [ 0.81564188 0.69764851 0.51183709 0.31476307 0.27982898 0.16623722 0.54466263 0.71345921 0.62171941 0.37070416] [-0.83765148] [ 0.5560977 0.79672269 0.36099217 0.57975602 0.27973261 0.33542184 0.35262951 0.66421424 0.63867035 0.46200243] Progress: 5.7% ... Training loss: 0.662 ... Validation loss: 1.160[-0.25564838] [ 0.44806023 0.58681269 0.62320116 0.45214086 0.52596095 0.55856483 0.38840235 0.45575412 0.56235301 0.62687184] [-0.17435374] [ 0.28438398 0.48060353 0.45728852 0.41830262 0.50369777 0.67960983 0.45626191 0.3488617 0.43117105 0.54270798] [-1.15480349] [ 0.81876663 0.64770792 0.55056626 0.30574959 0.34362048 0.1065226 0.47090102 0.79695285 0.62572031 0.37193172] [-0.14189512] [ 0.37772163 0.59122229 0.53777156 0.55862802 0.50817504 0.67439132 0.3806352 0.56839069 0.61033502 0.58332592] [ 0.92085016] [ 0.7472305 0.74052897 0.52487105 0.37210939 0.36869292 0.1985467 0.43838111 0.6301444 0.68617421 0.34581856] [ 0.08646845] [ 0.45170447 0.23690579 0.68443135 0.34255507 0.59279639 0.34087553 0.39249271 0.48116497 0.20812898 0.35533074] [-0.26410571] [ 0.28270589 0.65161485 0.52129743 0.49871566 0.49104213 0.72075682 0.42632522 0.35832198 0.54481156 0.70616631] [-0.96179758] [ 0.57591385 0.58941278 0.52995818 0.48869118 0.51114875 0.52643923 0.44332893 0.58733967 0.6038389 0.4200932 ] [-0.32261238] [ 0.4347053 0.64245899 0.3894261 0.68562988 0.2529543 0.38928994 0.33494129 0.43437991 0.58983108 0.36596986] [ 2.72897197] [ 0.79484263 0.64777459 0.47435379 0.26690032 0.35624449 0.09541771 0.4479222 0.74183302 0.5256219 0.33003763] [-0.21435459] [ 0.72774363 0.45019824 0.55506991 0.34553943 0.43667721 0.38460783 0.49410472 0.63535584 0.28564698 0.36207341] [-0.27618569] [ 0.47005092 0.72947473 0.42695364 0.32440949 0.50509236 0.65861442 0.4220433 0.50742829 0.53436593 0.70545373] [ 0.61424055] [ 0.6015019 0.52231692 0.56366839 0.3970987 0.49492125 0.40398366 0.49724078 0.66823152 0.36063465 0.48415797] [-1.30182648] [ 0.69431846 0.64171059 0.49715196 0.41380811 0.4924363 0.29444375 0.57132478 0.56989169 0.47796152 0.3593 ] [ 0.21526116] [ 0.36051097 0.7152937 0.44191807 0.62259525 0.51426619 0.73285244 0.41083251 0.4746372 0.5100997 0.6140331 ] [-0.202058] [ 0.77915575 0.63157432 0.52034991 0.35999459 0.38906965 0.16448798 0.47610014 0.67901485 0.54887126 0.35635098] [-0.32450939] [ 0.38178097 0.47295951 0.48027836 0.4383985 0.53472654 0.59705172 0.46818579 0.66974581 0.49892199 0.63288163] [ 0.35228839] [ 0.5407456 0.3866543 0.6078534 0.38360955 0.55508968 0.34933038 0.49968962 0.48196925 0.34827916 0.47454784] [-0.11835055] [ 0.35673047 0.56625564 0.38231372 0.50188022 0.45943881 0.60538619 0.46880473 0.48524934 0.39570558 0.54883166] [-1.09302946] [ 0.55733455 0.74370759 0.40170826 0.50234195 0.38096911 0.25543361 0.47352778 0.45099652 0.61459682 0.40339903] [-0.36396255] [ 0.74561354 0.66184883 0.39193081 0.47331692 0.24798892 0.20608837 0.41133417 0.65229464 0.5376699 0.27402914] [-0.26625363] [ 0.42168957 0.57487152 0.44803321 0.66238423 0.42213729 0.59072682 0.38177951 0.41387183 0.41769848 0.48216295] [ 0.5400768] [ 0.49934689 0.69215035 0.49070711 0.41669191 0.37660085 0.51071068 0.58049585 0.67452536 0.57746808 0.44283904] [-0.86984758] [ 0.48342305 0.77637571 0.30585802 0.62335945 0.35687406 0.52302901 0.44188623 0.67789443 0.59812606 0.44558551] [ 0.29058683] [ 0.79070396 0.51414296 0.57340247 0.44798799 0.30913556 0.13835487 0.3720766 0.61891916 0.50957233 0.20178569] [ 0.03511923] [ 0.51636055 0.42409885 0.57835937 0.37187379 0.5410148 0.57819058 0.47398088 0.60142646 0.40810379 0.50185199] [ 1.62890029] [ 0.46886499 0.74448206 0.48936 0.57976781 0.46477652 0.43035423 0.34165096 0.66212916 0.55379343 0.55329744] [-0.14616313] [ 0.60692063 0.56045193 0.50355421 0.40681414 0.42873986 0.59721905 0.41956392 0.69152251 0.58764356 0.46507666] [-0.69202321] [ 0.46991215 0.72440865 0.47764125 0.65657589 0.47916012 0.58698686 0.47696429 0.50385875 0.72528137 0.5128709 ] [ 0.14444603] [ 0.45200965 0.41565941 0.50660934 0.35763005 0.4616206 0.43567762 0.38193449 0.44028073 0.37551461 0.40822876] [ 0.82018806] [ 0.56233229 0.59707612 0.57230363 0.36365154 0.48403328 0.52875684 0.39452826 0.50477454 0.57027257 0.57597097] [-0.80601015] [ 0.55746947 0.52505205 0.49384408 0.49023944 0.33497161 0.24218568 0.36597291 0.59652401 0.38856815 0.33994203] [-0.34793321] [ 0.68253526 0.67010609 0.51743908 0.32814399 0.33938972 0.1946072 0.51405295 0.75665774 0.59366023 0.33454226] [-1.13151893] [ 0.57352178 0.6292299 0.47871591 0.64523618 0.31973115 0.31840114 0.41045458 0.55538194 0.56370834 0.35298767] [-0.36983285] [ 0.31266239 0.74776878 0.38262752 0.69950121 0.38480849 0.60990042 0.49353094 0.58051878 0.61139356 0.77189596] [-0.15749536] [ 0.56141091 0.67552913 0.40673921 0.65746039 0.53517741 0.40613507 0.47193676 0.6361601 0.54016935 0.45144758] [-0.57570278] [ 0.79076736 0.62698861 0.60286705 0.37411387 0.44741101 0.337221 0.4713125 0.82375549 0.51415616 0.39859495] [ 0.69959859] [ 0.49714528 0.33015102 0.52471007 0.47544373 0.40375857 0.20377889 0.39395261 0.60898046 0.34608933 0.20697749] [-0.41736284] [ 0.37713517 0.36721377 0.64977926 0.62846384 0.52816936 0.63524578 0.41812525 0.38290084 0.39507396 0.43413402] [ 0.26140897] [ 0.51972523 0.47369325 0.53641154 0.49250505 0.48957049 0.27321773 0.46739356 0.58502613 0.36529347 0.58888632] [-0.25584769] [ 0.37884728 0.37594123 0.59024586 0.50966037 0.36645243 0.59583731 0.45497259 0.4369908 0.41256367 0.40493938] [-0.58052957] [ 0.38307855 0.43889782 0.63165524 0.47172973 0.58533855 0.55079677 0.40866011 0.32885592 0.36562926 0.49735539] [-0.46169766] [ 0.46092994 0.7252359 0.45409235 0.698201 0.40241983 0.48815257 0.29797082 0.61257469 0.5704753 0.53636758] [ 0.00371433] [ 0.44767199 0.44690864 0.49881005 0.52035605 0.48781206 0.56825797 0.40000516 0.56946266 0.43676218 0.32484941] [-0.26946621] [ 0.29251614 0.40690576 0.43633573 0.44472367 0.43605764 0.57746695 0.41863335 0.46152204 0.41460187 0.44636554] [-0.43640028] [ 0.56755776 0.55652173 0.49059976 0.5334441 0.35408802 0.38199227 0.43565828 0.6861705 0.43007036 0.32558996] [ 0.89183099] [ 0.46565379 0.43579632 0.46194445 0.42258182 0.36868374 0.4314215 0.46153865 0.64650799 0.40559217 0.27503575] [ 0.28038593] [ 0.59398895 0.62653978 0.51123969 0.61855278 0.31695978 0.26382051 0.37290167 0.54112507 0.60255269 0.36199436] [ 0.52177308] [ 0.38305804 0.68941056 0.39333256 0.40617255 0.39961373 0.55840173 0.38505553 0.54657554 0.54671003 0.51740246] [-0.7283107] [ 0.52305703 0.72095363 0.41177924 0.72079795 0.31687174 0.33847785 0.37554332 0.52915128 0.59151555 0.51755781] [-0.17379749] [ 0.38754829 0.67149611 0.55355971 0.44798728 0.50045844 0.76621633 0.39223256 0.52965858 0.51096395 0.71254039] [ 1.78174424] [ 0.70917987 0.5693795 0.5121047 0.4522155 0.25854025 0.18019451 0.46448849 0.72898715 0.49964996 0.23822682] [-0.45162278] [ 0.4100458 0.56736792 0.64204702 0.38165737 0.62243259 0.60313624 0.42208737 0.44977765 0.47737347 0.64205521] [-0.39039748] [ 0.56103631 0.71559769 0.50155703 0.5935651 0.3718582 0.50275422 0.45021734 0.64186315 0.58304221 0.52634491] [-0.22561418] [ 0.5049492 0.76025635 0.3926065 0.45818892 0.4282812 0.5136078 0.53602805 0.63417165 0.58732481 0.58152985] [ 0.23336034] [ 0.34931797 0.5716641 0.44742515 0.5457945 0.51621511 0.56434166 0.40598269 0.38835928 0.61817662 0.50951607] [-1.18257195] [ 0.61150804 0.64914979 0.47058903 0.56935437 0.36542889 0.27332712 0.34731392 0.56590632 0.49891518 0.34784806] [-0.39605385] [ 0.62370321 0.40417478 0.65030152 0.46650183 0.40724313 0.32358556 0.49960527 0.56989063 0.42261484 0.3356355 ] [ 0.28846735] [ 0.8426639 0.63829311 0.57226976 0.39351182 0.45939156 0.22532737 0.48022394 0.75577556 0.51521719 0.37599571] [ 0.08646845] [ 0.45170447 0.23690579 0.68443135 0.34255507 0.59279639 0.34087553 0.39249271 0.48116497 0.20812898 0.35533074] [-0.6589311] [ 0.66018443 0.59383594 0.52183284 0.32269844 0.37791604 0.26450385 0.40758016 0.75668076 0.46881415 0.39064276] [-0.68417253] [ 0.45528987 0.64584265 0.44389649 0.59749405 0.36342362 0.33171311 0.32623476 0.57449108 0.45081626 0.42360916] [-0.52991203] [ 0.61043415 0.76975425 0.49516979 0.42662924 0.31320526 0.38913659 0.4662644 0.59208366 0.664654 0.52318776] [-0.2702397] [ 0.63635221 0.69732461 0.5433219 0.38230329 0.44626684 0.4385958 0.56560486 0.70536951 0.58747655 0.50345931] [ 0.22600813] [ 0.63496807 0.62575778 0.42334917 0.55789209 0.34936207 0.18135112 0.47124134 0.57201618 0.64649206 0.50568426] [-0.1633943] [ 0.47861042 0.52132351 0.41220979 0.33050781 0.44721639 0.66033094 0.36298315 0.56020526 0.36403159 0.46373319] [-1.16745906] [ 0.84195639 0.65790806 0.63226542 0.37022375 0.47044376 0.26464304 0.56742462 0.71978053 0.62649941 0.31547498] [-0.18885693] [ 0.39544397 0.55879019 0.51109108 0.59263502 0.49199812 0.59619589 0.51252569 0.52528396 0.40061299 0.61059797] [-0.96718836] [ 0.60847913 0.69014676 0.43578782 0.608516 0.23071974 0.47993064 0.36592815 0.65019587 0.59067514 0.46963202] [-0.36424104] [ 0.36643876 0.49509471 0.60234707 0.50211321 0.43384621 0.77997442 0.37720921 0.4747071 0.43354636 0.63545881] [ 0.57743897] [ 0.54246876 0.77564423 0.43453838 0.42646721 0.35698814 0.25269446 0.41182567 0.69379345 0.61135862 0.48598974] [-0.07963092] [ 0.23828279 0.31548675 0.57634047 0.66008255 0.48484046 0.61921282 0.40536728 0.30739579 0.37815432 0.45850926] [-0.44910977] [ 0.34823284 0.57777264 0.56930822 0.55481979 0.4790493 0.63463001 0.3316706 0.43483929 0.43165686 0.58192545] [-0.7194419] [ 0.46300948 0.70439251 0.46674732 0.65346402 0.48877331 0.50689137 0.43250714 0.59272815 0.62804183 0.49212319] [-0.34742591] [ 0.48907557 0.69240079 0.43740764 0.63683866 0.40368706 0.54930513 0.44209015 0.56719157 0.57101482 0.53955267] [-0.18466678] [ 0.28730781 0.65083335 0.47819854 0.56716048 0.45096555 0.77238094 0.35651812 0.48953244 0.62422306 0.64194703] [-0.17775038] [ 0.26391983 0.53575058 0.46839416 0.71636 0.51393148 0.78727137 0.35502463 0.40665891 0.42421898 0.61840787] [-0.31563943] [ 0.29905729 0.362936 0.67046149 0.39729897 0.51003389 0.63296498 0.4303187 0.48486369 0.33253386 0.55416175] [-0.28509905] [ 0.57444528 0.71546091 0.49228401 0.55883262 0.33722149 0.32264325 0.43892301 0.61307024 0.55669736 0.51359299] [-0.19052665] [ 0.40007189 0.52011998 0.56832506 0.60937369 0.6066264 0.58826713 0.3564675 0.42434002 0.53476317 0.493058 ] [-0.80554772] [ 0.54186113 0.61244713 0.50140836 0.51316886 0.45322652 0.41770948 0.36274296 0.59569446 0.49041599 0.60265027] [-0.80239246] [ 0.5999745 0.5916757 0.49248285 0.48163601 0.45691323 0.50429178 0.49078957 0.74953954 0.44419364 0.38121561] [-0.47360635] [ 0.69867075 0.74794994 0.43214855 0.40001872 0.34765218 0.20876118 0.55106952 0.63601053 0.69332587 0.53896152] [ 0.30659218] [ 0.52521236 0.53885782 0.52405758 0.62637265 0.47777988 0.34917656 0.49787236 0.60915074 0.53175147 0.34176412] [-0.26046137] [ 0.73833564 0.47106341 0.56821097 0.34889478 0.51434615 0.21063131 0.49035166 0.71448609 0.29839836 0.42331414] [ 0.22635287] [ 0.3953522 0.61905779 0.42844655 0.53560428 0.4550785 0.48774089 0.4053572 0.49010517 0.44766263 0.60496574] [-0.96379131] [ 0.42278698 0.47787639 0.43662453 0.42452197 0.46186026 0.42023053 0.48129383 0.49336854 0.39729404 0.33174496] [-0.37538749] [ 0.73127281 0.44812865 0.59858283 0.41154769 0.45464845 0.28931296 0.45590825 0.55269517 0.49389954 0.27869916] [-0.21841789] [ 0.68281068 0.47574824 0.55553931 0.45148794 0.52896119 0.48589657 0.39354723 0.63318478 0.38791516 0.4185639 ] [-0.7287912] [ 0.47672869 0.37225186 0.66755547 0.40048047 0.4883294 0.40527226 0.5102824 0.45983474 0.3379733 0.43832231] [-0.17154628] [ 0.74842821 0.77800531 0.60577634 0.41757952 0.485105 0.38189808 0.59050263 0.63304153 0.71918608 0.48928525] [-0.28387007] [ 0.43411384 0.75551956 0.34206247 0.75008736 0.23507212 0.31967645 0.42165825 0.71337937 0.55985905 0.68879644] [-0.15003456] [ 0.37412354 0.67664976 0.389548 0.71294733 0.42114387 0.6528192 0.55646745 0.56575586 0.52640773 0.46898239] [-0.09508564] [ 0.65669132 0.469105 0.62123385 0.59223069 0.44452738 0.2980936 0.44931328 0.66269003 0.41620053 0.31349919] [ 0.28761206] [ 0.54448535 0.73303984 0.4991717 0.65759166 0.40705568 0.51473624 0.49046186 0.6845707 0.59908014 0.56420711] [-0.13028257] [ 0.42417048 0.40751087 0.63788879 0.46578129 0.4592084 0.48582062 0.41580868 0.5199894 0.35486914 0.42017983] [-0.27133665] [ 0.40200716 0.50230664 0.42933367 0.61399487 0.4501442 0.66185749 0.4094749 0.45714901 0.29737906 0.46431742] [ 2.16855141] [ 0.38536972 0.63893767 0.39883365 0.59840059 0.53191133 0.53763791 0.50129415 0.42247484 0.55322395 0.41014481] [-0.18818251] [ 0.6509288 0.59635498 0.50001589 0.38719007 0.4185925 0.20371946 0.47301557 0.75418858 0.39242504 0.38172686] [-0.16284524] [ 0.56601137 0.55320203 0.57664756 0.398063 0.51835265 0.38435914 0.5160571 0.68196597 0.52314939 0.39895522] [-0.22590021] [ 0.4183612 0.31095752 0.57802925 0.50783709 0.37260189 0.63758355 0.38698789 0.47169096 0.3506796 0.35203314] [ 1.05892135] [ 0.34028656 0.43462854 0.50143679 0.55223984 0.50036469 0.54789224 0.37459362 0.33708945 0.49107979 0.43579177] [-0.67020226] [ 0.43295175 0.66375751 0.44652341 0.55826695 0.32135667 0.45076748 0.37694858 0.62036357 0.55850714 0.49795067] [-0.88748635] [ 0.77017993 0.69315184 0.5879073 0.42617209 0.46916696 0.29277698 0.50773761 0.70003164 0.58936627 0.50085538] [-1.06260892] [ 0.56654745 0.76730504 0.43763719 0.51177615 0.29999143 0.38683176 0.46576705 0.61961996 0.71096742 0.4780866 ] [-0.35001038] [ 0.6586266 0.73873029 0.5054138 0.40289109 0.39041678 0.22776455 0.5648252 0.59509997 0.74835896 0.50462336] [ 0.08065061] [ 0.64325015 0.5131563 0.57664871 0.36591583 0.51178404 0.49207546 0.55354428 0.66810519 0.40625428 0.37365434] [-0.04227204] [ 0.42134758 0.22347673 0.63508118 0.31019137 0.599447 0.49706397 0.47372804 0.68984839 0.28306904 0.50125563] [-0.26029413] [ 0.25946316 0.60618292 0.49653639 0.52959779 0.41295108 0.73573644 0.33567178 0.34492931 0.39527726 0.63001158] [-0.01310323] [ 0.33517002 0.60844073 0.27442395 0.57351107 0.37150106 0.78551639 0.35809759 0.58977452 0.43405878 0.46600605] [-0.27755868] [ 0.22275303 0.46799835 0.58268711 0.61442988 0.50986721 0.75101221 0.46746447 0.32430493 0.51562393 0.57378284] [-0.43642106] [ 0.88320593 0.59669865 0.56779613 0.23832878 0.3333636 0.10883949 0.56666462 0.77785887 0.5462394 0.271195 ] [-0.17131065] [ 0.58202045 0.57869931 0.50881567 0.6164175 0.47641152 0.5212155 0.51999378 0.53592605 0.45126769 0.53126624] [-0.10857628] [ 0.84015314 0.4945125 0.62835346 0.34709246 0.4771605 0.17244531 0.52774899 0.72027579 0.38777853 0.39393958] [ 0.15387056] [ 0.25721137 0.65424483 0.49014044 0.69499459 0.47036494 0.64853193 0.33371887 0.36250477 0.42704555 0.70448507] [-0.33081388] [ 0.2946558 0.75461775 0.45861572 0.67594035 0.36684897 0.7324217 0.45026087 0.5613199 0.52494604 0.59841301] [ 1.09999219] [ 0.40656841 0.62677437 0.44856174 0.42877998 0.37920119 0.52389004 0.43822641 0.65469367 0.48747118 0.43076959] [ 0.05174715] [ 0.73150986 0.58594829 0.40331567 0.46514377 0.26108339 0.32401506 0.365456 0.66066702 0.46847198 0.3039066 ] [ 0.64250021] [ 0.39513559 0.70124719 0.33129303 0.41446073 0.37322256 0.51405538 0.43206128 0.43680074 0.63219477 0.48843939] [ 2.02930722] [ 0.75233066 0.78819144 0.50360709 0.47001641 0.37313629 0.31504065 0.48558194 0.66504027 0.6337434 0.48249342] [-0.36180667] [ 0.30322747 0.7106113 0.40327761 0.70968955 0.43428427 0.64340788 0.42099089 0.48172088 0.42840265 0.60455568] [-0.20378458] [ 0.369923 0.75085114 0.44088099 0.66414015 0.35346367 0.67340232 0.41867231 0.56519428 0.51786219 0.58397735] [ 1.36997356] [ 0.34071584 0.63606071 0.40281423 0.53453672 0.49161913 0.5342872 0.54131152 0.4947842 0.52246565 0.52639135] [-0.83470281] [ 0.4766659 0.56474729 0.45659623 0.57668954 0.46470505 0.3197373 0.43971915 0.47772881 0.57103278 0.30481967] [-0.13567149] [ 0.33902026 0.64884001 0.49270168 0.60999276 0.3813788 0.59646664 0.50196838 0.5564947 0.4728925 0.52797193] [-0.60067157] [ 0.37429818 0.6300019 0.39685928 0.64912512 0.28276657 0.58578432 0.48898428 0.66217205 0.58606777 0.39951378] [ 1.00157286] [ 0.40419937 0.77089378 0.34048096 0.70636464 0.29430411 0.49535289 0.46713873 0.64451153 0.58538243 0.5480326 ] [-0.71263731] [ 0.65940029 0.44099668 0.55098916 0.44074559 0.54217632 0.33759399 0.49892309 0.57455312 0.41900846 0.44265549] Progress: 6.0% ... Training loss: 0.690 ... Validation loss: 1.304[-0.88179935] [ 0.61788884 0.67616073 0.43364486 0.57236358 0.32378015 0.386558 0.39173664 0.54711478 0.47732846 0.48491731] [ 0.36718944] [ 0.45104423 0.69678178 0.44905097 0.71540881 0.49777353 0.60310021 0.48421629 0.58199926 0.56698721 0.55971798] [ 0.72219184] [ 0.79549286 0.58009704 0.55658237 0.38718949 0.4297178 0.30466167 0.61106814 0.6950339 0.51337143 0.33696818] [-0.47202002] [ 0.78468516 0.69519897 0.52526399 0.25311487 0.34993489 0.14986098 0.53576917 0.77402789 0.5782491 0.32180193] [-0.78229257] [ 0.69679349 0.71633581 0.50113703 0.65747381 0.42433481 0.40685473 0.4041793 0.6705523 0.60975454 0.40092912] [ 0.70032031] [ 0.5260876 0.65218713 0.44375177 0.62911763 0.36987988 0.45852566 0.53825164 0.67945567 0.51497521 0.46978601] [-0.17114923] [ 0.27823031 0.76080072 0.26347286 0.61975921 0.3591443 0.71635267 0.3995322 0.53880027 0.57061958 0.62600112] [-0.33030914] [ 0.38189248 0.50319748 0.56319525 0.53791804 0.54199912 0.51394524 0.33404842 0.34412672 0.31238131 0.63795528] [-0.09549484] [ 0.34342317 0.56742607 0.55692687 0.58095992 0.4226081 0.54634437 0.45696313 0.43037588 0.46610268 0.57038995] [-0.0300944] [ 0.18969584 0.48021454 0.48990757 0.68166914 0.51820813 0.71293961 0.41954578 0.31927555 0.49549847 0.52279062] [ 0.65497494] [ 0.41337958 0.68471178 0.45068077 0.53530266 0.32870187 0.4193105 0.43148295 0.53690312 0.5389399 0.51887415] [-0.11735683] [ 0.44644072 0.69746517 0.45684984 0.62018279 0.25984301 0.42140948 0.41371802 0.63261075 0.509727 0.42166987] [ 0.23905512] [ 0.81009225 0.7581944 0.51368631 0.46897437 0.41134558 0.28769214 0.47951561 0.70044453 0.61216004 0.34163519] [-0.46105803] [ 0.32020323 0.22396552 0.70352841 0.44605393 0.5918237 0.59477411 0.44480363 0.27948148 0.30600979 0.37042752] [ 0.46371404] [ 0.19311413 0.71424596 0.39233096 0.66630117 0.48744575 0.86374195 0.38054097 0.39326276 0.47187301 0.74398709] [-0.45323904] [ 0.82441168 0.4753405 0.61544684 0.27582581 0.43066122 0.37538385 0.58939092 0.72485766 0.56663445 0.28314214] [ 1.55362062] [ 0.64056041 0.76914261 0.39583318 0.64020338 0.25524976 0.23423078 0.37504576 0.61611378 0.55613042 0.47788172] [ 0.41606336] [ 0.65136471 0.66172031 0.51283993 0.63340335 0.41165086 0.44388043 0.44589909 0.74164619 0.5580448 0.43323587] [-0.77381673] [ 0.5513916 0.79488789 0.36008659 0.61335737 0.27905259 0.43250616 0.37730969 0.63860575 0.64498536 0.55246328] [ 0.17649949] [ 0.34000683 0.40837527 0.53245087 0.50694099 0.51162232 0.65367632 0.40180343 0.37463282 0.4124986 0.50674034] [-0.99535919] [ 0.59327501 0.53052343 0.53279026 0.48532248 0.34407847 0.34416616 0.37096015 0.61624629 0.39017067 0.40230147] [ 0.91551901] [ 0.43165224 0.49764844 0.46794467 0.42638931 0.46673721 0.52623005 0.41274053 0.51681689 0.58666573 0.37180174] [-0.33504542] [ 0.41077742 0.44404526 0.64755502 0.33312151 0.65509707 0.66043192 0.46352821 0.43638286 0.383051 0.64277696] [-0.36377123] [ 0.48378498 0.38208967 0.50586757 0.39598037 0.53732319 0.5500723 0.44449103 0.45121113 0.41076818 0.42222844] [ 0.10373846] [ 0.42096814 0.22369069 0.63465996 0.3106807 0.60028322 0.49894041 0.47329607 0.68904681 0.28267544 0.50279028] [ 0.82982651] [ 0.70146754 0.42784177 0.55834053 0.42443368 0.56699568 0.19614749 0.44811833 0.57552524 0.44840759 0.29992861] [-0.68916808] [ 0.5688204 0.49976965 0.49782217 0.48060376 0.45713439 0.39684619 0.36616145 0.62757374 0.31867293 0.36812358] [-0.15797359] [ 0.69160957 0.58030549 0.42443278 0.48650094 0.48865983 0.54515712 0.43348249 0.71103053 0.4324466 0.35676258] [ 1.68610482] [ 0.64928985 0.80116484 0.46583303 0.68830436 0.42876951 0.43962404 0.40614136 0.64985824 0.62103712 0.46863708] [ 0.25422391] [ 0.42145019 0.3332979 0.59897239 0.58951244 0.45089243 0.39482473 0.42556806 0.56408273 0.30623344 0.57937343] [ 0.36330172] [ 0.49576781 0.4439094 0.64965073 0.49911063 0.46282587 0.47288886 0.34440953 0.44062825 0.44981139 0.40221098] [-0.1078553] [ 0.34840827 0.75058487 0.4084544 0.75596188 0.45113807 0.7183792 0.38537852 0.43866742 0.54944221 0.65462214] [ 0.31409075] [ 0.54220586 0.60927137 0.46664674 0.54831122 0.3900693 0.28361875 0.51693479 0.68579376 0.43446956 0.43516926] [-0.23266558] [ 0.50798784 0.38112251 0.66476904 0.47335478 0.44918895 0.43228703 0.43960631 0.4279168 0.3689319 0.40957659] [ 1.20427697] [ 0.70393465 0.44504686 0.58811249 0.34674731 0.37902597 0.23277705 0.39020487 0.60319581 0.45584657 0.29934339] [ 0.63612762] [ 0.33682356 0.47171073 0.56051866 0.40745839 0.58752802 0.62191319 0.46222148 0.35845988 0.38298756 0.57714185] [ 3.02300626] [ 0.70437946 0.48214393 0.51321415 0.55738113 0.28077835 0.15135577 0.39232162 0.68980237 0.38402888 0.29450889] [-0.05742075] [ 0.66646079 0.6587462 0.39465469 0.41254007 0.4368323 0.4949078 0.46734178 0.61598044 0.41258857 0.48948324] [-0.14140577] [ 0.55825004 0.34151702 0.60255129 0.3880227 0.57330925 0.604856 0.4032009 0.55617375 0.44305682 0.40212326] [ 0.81640827] [ 0.47451531 0.5588754 0.4896236 0.53885997 0.33539911 0.2945269 0.45819568 0.56321481 0.58411451 0.32247751] [-1.02327716] [ 0.64909543 0.69359093 0.4253748 0.51461325 0.41020506 0.26954909 0.37812862 0.65117603 0.51818972 0.54620343] [-0.20068636] [ 0.4415326 0.76770675 0.35783954 0.65010183 0.46583751 0.7302386 0.37904827 0.57656776 0.48595273 0.74673953] [-0.4905436] [ 0.72675958 0.68429432 0.51870416 0.31234989 0.42399891 0.27964779 0.40041538 0.69637786 0.60543301 0.40822828] [-0.04696081] [ 0.4415487 0.4414134 0.64644788 0.51806853 0.50302565 0.5778705 0.49017945 0.39319671 0.43250495 0.52846786] [ 0.01269714] [ 0.63112458 0.71654874 0.46990295 0.49063218 0.36414934 0.54433126 0.46467491 0.60633618 0.53643046 0.50490052] [ 1.00292226] [ 0.50255688 0.45691634 0.54633185 0.32312842 0.55674516 0.49957756 0.42016851 0.57328778 0.48408346 0.42608798] [-0.07318032] [ 0.30955319 0.69604125 0.36131286 0.73599918 0.4615639 0.66817667 0.41597703 0.34364691 0.46305851 0.64861318] [ 0.16513864] [ 0.60789197 0.49660388 0.57307713 0.40355254 0.52065004 0.46692771 0.56558352 0.54628611 0.4910896 0.45609571] [ 0.54011767] [ 0.55304066 0.30313878 0.61567484 0.25594426 0.55832239 0.46368874 0.46183561 0.62949671 0.39932482 0.33030843] [-0.14659775] [ 0.2273658 0.39746213 0.59784368 0.59684708 0.43287541 0.65803991 0.47369649 0.33638725 0.44174106 0.51737193] [ 0.0292825] [ 0.36467542 0.42365653 0.60941636 0.4401605 0.5324661 0.6379994 0.46749803 0.45644842 0.35485982 0.59059211] [-0.33634736] [ 0.30239979 0.36850605 0.65871432 0.49787936 0.52191609 0.6791335 0.48021227 0.31336851 0.43792758 0.48740489] [ 0.08195897] [ 0.32127167 0.60474992 0.42007517 0.58151702 0.45938479 0.56664829 0.41358915 0.54075369 0.42962127 0.49963218] [ 0.2810156] [ 0.59101189 0.6935363 0.4463045 0.45922109 0.27066994 0.21418013 0.44149229 0.75444284 0.52674142 0.3486916 ] [-0.42145628] [ 0.35565825 0.40826794 0.52582983 0.58537994 0.44402917 0.57671848 0.36514915 0.48386851 0.4253636 0.43326814] [ 0.03601576] [ 0.21287967 0.51102614 0.58794601 0.65726177 0.48432288 0.80493506 0.38507281 0.29411575 0.51583573 0.66198471] [-0.11153463] [ 0.63071849 0.55343721 0.48376536 0.46315219 0.55912326 0.32101801 0.46088439 0.53377174 0.47270483 0.45900141] [-0.21142306] [ 0.38876282 0.24236735 0.68074844 0.38170564 0.57302495 0.50059253 0.42802078 0.38660885 0.37350256 0.32352056] [ 1.15283677] [ 0.48016512 0.62542161 0.45760599 0.62734986 0.34587121 0.46969062 0.50864766 0.66645983 0.50141786 0.38983657] [-0.12283282] [ 0.5674926 0.52627129 0.48512963 0.35999147 0.42724297 0.44018964 0.41919075 0.60251995 0.40084419 0.45066785] [-0.17965483] [ 0.61718199 0.41689513 0.50816612 0.47120191 0.54541943 0.32006303 0.60147346 0.64128016 0.2870703 0.41136221] [ 0.61327718] [ 0.40755064 0.47654023 0.62955999 0.42214756 0.52410392 0.58978613 0.51326781 0.54684226 0.42988772 0.48274231] [ 1.55512235] [ 0.79623855 0.59448154 0.53787302 0.18560044 0.35597632 0.15597388 0.51434962 0.75113224 0.50897985 0.30603013] [ 0.17335536] [ 0.52313234 0.49779762 0.6123261 0.37719893 0.57910507 0.4536215 0.42338333 0.45488809 0.43592443 0.53971463] [-0.77215112] [ 0.58104089 0.758027 0.3742481 0.67468735 0.32154693 0.41861853 0.3486901 0.56327531 0.6045736 0.51534607] [-0.26450624] [ 0.40853424 0.41865326 0.6082586 0.38820075 0.59145335 0.46262377 0.37099915 0.54592883 0.31357749 0.66347402] [-0.18943407] [ 0.31159379 0.6784222 0.55811745 0.52290339 0.48416969 0.67510763 0.43459403 0.39136052 0.4922153 0.66130271] [-0.4760473] [ 0.39323386 0.79504565 0.33733419 0.73540765 0.32432737 0.39427102 0.36058589 0.49289502 0.48337041 0.69685228] [ 3.03456844] [ 0.74343821 0.68676416 0.457208 0.47073855 0.24078093 0.18538891 0.45104698 0.73034395 0.54884343 0.2843466 ] [-0.70120518] [ 0.49493288 0.77369824 0.39072276 0.59058694 0.44124635 0.34332922 0.39550105 0.46563268 0.54809426 0.54126037] [ 0.31760323] [ 0.35172274 0.70027133 0.44901662 0.66791813 0.32920772 0.69024554 0.39777082 0.55815232 0.50881729 0.55645251] [-0.50138291] [ 0.5097103 0.64287964 0.48460287 0.66832246 0.39231872 0.55974907 0.43370332 0.60022296 0.4366162 0.48713099] [-0.33044198] [ 0.4501388 0.4701277 0.60079303 0.41609326 0.52746382 0.42327001 0.4336749 0.49061262 0.40563174 0.49794934] [-0.05209548] [ 0.26890951 0.62921924 0.44071908 0.71641872 0.43952347 0.76047022 0.44844851 0.43048034 0.47596592 0.61752154] [-0.49085511] [ 0.4533364 0.43567812 0.53722954 0.3927101 0.61433426 0.64198278 0.35399247 0.60005759 0.3658917 0.55584992] [-0.00856854] [ 0.48944213 0.69612703 0.42451574 0.378478 0.35621804 0.25799207 0.48281617 0.67921992 0.6307474 0.38862491] [ 2.42528602] [ 0.68315826 0.52875479 0.52416204 0.34290215 0.34749108 0.15472341 0.41173042 0.56941822 0.43379291 0.25286604] [-0.13276878] [ 0.25082417 0.35750311 0.3715481 0.55413989 0.53678262 0.75882693 0.35994153 0.38121636 0.26145733 0.40279171] [ 0.42300337] [ 0.30169709 0.44260025 0.58320907 0.53403526 0.52904919 0.62644412 0.43876739 0.33835569 0.48924508 0.54899438] [ 0.36779926] [ 0.31965222 0.56028322 0.40011971 0.643918 0.46780215 0.47641494 0.48217376 0.52007388 0.38850202 0.60842165] [-0.72130814] [ 0.68323213 0.61764613 0.48719498 0.45073176 0.43373222 0.53456664 0.44463073 0.67347098 0.44191883 0.49043189] [-0.62917296] [ 0.55447815 0.72796774 0.53293311 0.61132531 0.55293414 0.50625922 0.43614614 0.57499988 0.60133951 0.52425363] [-0.07231155] [ 0.62730703 0.7293045 0.57179026 0.49845803 0.3878047 0.64876962 0.50959432 0.69177871 0.55796417 0.55016934] [-0.61725494] [ 0.43931804 0.71003155 0.43514568 0.58157266 0.39278586 0.40224903 0.40853079 0.58636299 0.60992828 0.45303324] [-0.52117455] [ 0.61925902 0.65719587 0.48455276 0.37602612 0.34952924 0.23488447 0.42480971 0.73324214 0.50079088 0.40772724] [-0.12451299] [ 0.27622646 0.45136871 0.60015306 0.53207371 0.47438904 0.69897241 0.41720007 0.31682309 0.42641002 0.5603644 ] [ 0.05304288] [ 0.41650274 0.71542074 0.42315228 0.66636423 0.26026797 0.37662161 0.46840696 0.63170233 0.56221523 0.50633682] [ 0.08520764] [ 0.7716517 0.42678747 0.60706261 0.33280794 0.45163395 0.2518612 0.53162024 0.64114721 0.36068928 0.27421246] [ 1.50105063] [ 0.74144369 0.66943275 0.50094823 0.26833244 0.42866282 0.40648612 0.56856681 0.69864276 0.49668918 0.50515 ] [ 0.04300023] [ 0.53242427 0.42848873 0.65018002 0.28370206 0.49366211 0.44434397 0.47163643 0.5023881 0.38086016 0.5763421 ] [-0.54541381] [ 0.33943723 0.58907771 0.46210884 0.58013668 0.36257851 0.51320859 0.50338217 0.5108156 0.55484658 0.4535027 ] [-0.05903141] [ 0.31387619 0.38438831 0.67614344 0.56384385 0.48410685 0.67709886 0.40012198 0.39852059 0.29867705 0.64162224] [-0.36810784] [ 0.42343969 0.40197153 0.63632885 0.40613889 0.5194102 0.48101534 0.44763091 0.49507144 0.32204706 0.48070592] [-0.20509435] [ 0.62292114 0.57747642 0.46428138 0.46157404 0.43153437 0.39974258 0.43233591 0.51344822 0.46285768 0.36935547] [ 0.15904318] [ 0.45676513 0.72207939 0.38883883 0.45415936 0.36555463 0.63748259 0.50672706 0.64248229 0.5179467 0.51254408] [-0.41921885] [ 0.6540235 0.45252832 0.48178548 0.37523241 0.44802702 0.45789101 0.42286641 0.71330523 0.39899645 0.44970448] [-0.793636] [ 0.79298287 0.47672386 0.60465698 0.276509 0.42838068 0.20787312 0.41201152 0.73656717 0.4738943 0.27821338] [ 0.33786718] [ 0.81118125 0.54059953 0.5756952 0.31794289 0.45308312 0.34894628 0.48718963 0.77207461 0.50094714 0.37815905] [-0.13691884] [ 0.35802503 0.65675619 0.49150064 0.53012711 0.52041426 0.64879829 0.33342877 0.3912956 0.44783801 0.69206226] [ 0.73789164] [ 0.49155324 0.47948275 0.54038224 0.37074433 0.49930202 0.52274669 0.45364174 0.6558541 0.63471755 0.41142909] [-0.01652133] [ 0.62834628 0.70190474 0.52178464 0.38760199 0.37300458 0.45718169 0.52720729 0.74715885 0.61237366 0.45978058] [ 0.24676495] [ 0.43498205 0.63799172 0.51127631 0.63502078 0.44989357 0.54595779 0.41315895 0.55867527 0.54772952 0.48221303] [ 1.37422036] [ 0.48211981 0.70995762 0.31696855 0.6343373 0.45267298 0.59010063 0.5313288 0.60683705 0.52722316 0.46323608] [ 0.58532328] [ 0.54888219 0.61299084 0.49837315 0.58708963 0.41185987 0.38978365 0.42050945 0.60953019 0.55487411 0.48625147] [ 1.6601753] [ 0.78345977 0.55998666 0.58323124 0.26672616 0.32245704 0.18450948 0.49156377 0.63575383 0.46939132 0.26508765] [ 1.12813398] [ 0.217522 0.59190543 0.48460998 0.56079272 0.52901742 0.72102373 0.43669176 0.35129256 0.50451799 0.64594805] [-0.23179192] [ 0.5954039 0.22843759 0.62843359 0.32623535 0.53050399 0.43932458 0.4246446 0.4720604 0.34651631 0.2769909 ] [ 1.37009967] [ 0.59098835 0.67100673 0.48485544 0.3842796 0.41204495 0.36989628 0.52961892 0.6432659 0.55350602 0.37725892] [ 0.08404598] [ 0.67357794 0.505514 0.57168652 0.46126614 0.54523908 0.2116528 0.55125341 0.6370085 0.46896295 0.37099448] [ 0.49469477] [ 0.5414242 0.38673752 0.60786699 0.38371811 0.55528109 0.34949558 0.49965223 0.48223176 0.34821054 0.47485609] [ 0.13084819] [ 0.33823738 0.49861788 0.52879491 0.36472166 0.53399366 0.43367291 0.46595754 0.4567384 0.45193067 0.44182798] [-0.62712483] [ 0.76447312 0.66415077 0.52183396 0.38891376 0.3119843 0.16652026 0.49449485 0.69476083 0.57025294 0.30408869] [ 1.3080442] [ 0.62485244 0.62381034 0.49361968 0.39508485 0.33749931 0.20709857 0.47102435 0.62388492 0.50167189 0.32745092] [ 0.10641919] [ 0.32451442 0.76767685 0.3925034 0.58776663 0.31942834 0.72797426 0.38008716 0.49496122 0.543771 0.65246747] [ 0.43630977] [ 0.5683564 0.64127548 0.45515362 0.57310582 0.54058444 0.42350926 0.45520276 0.6008221 0.52505543 0.51217669] [ 0.73112727] [ 0.36306423 0.44187019 0.56364188 0.39806133 0.51423485 0.68218412 0.50483855 0.41680665 0.5026969 0.4842322 ] [ 1.71050592] [ 0.59387724 0.78642145 0.38307612 0.56916398 0.25690399 0.3673878 0.41640422 0.56912215 0.69474928 0.46600341] [ 0.84983122] [ 0.36917672 0.60416488 0.42976427 0.5155528 0.38924354 0.57443092 0.40982049 0.51451243 0.56393823 0.48361931] [ 0.88149164] [ 0.6232877 0.67798375 0.47348703 0.38777749 0.32254278 0.27828693 0.42556591 0.63433637 0.51867701 0.40611167] [-0.03184012] [ 0.2691752 0.41532821 0.60762079 0.53774391 0.44076739 0.67041004 0.45763388 0.3953261 0.4325022 0.43316515] [ 1.09965086] [ 0.81386601 0.6608742 0.58789072 0.25946967 0.46040026 0.28877075 0.66228778 0.73593088 0.57105267 0.34870323] [-0.00439982] [ 0.38724485 0.67152654 0.55358614 0.44796884 0.50040481 0.76572155 0.39227718 0.52935536 0.51100062 0.71212991] [ 0.44690592] [ 0.78736562 0.51506484 0.57147351 0.45023482 0.311504 0.14280185 0.37058035 0.6140592 0.50790696 0.20559882] [-0.48233479] [ 0.48226513 0.72780485 0.47904546 0.67837753 0.43807377 0.51332091 0.43095383 0.57351866 0.62189535 0.43883557] [-0.40042402] [ 0.69791511 0.64477131 0.41749959 0.50708477 0.50798431 0.40217233 0.54977695 0.62001022 0.47466281 0.42798203] [ 0.096631] [ 0.50589619 0.6948336 0.41426295 0.6634473 0.30644819 0.28409468 0.34577767 0.55377283 0.56421066 0.41854742] [-0.35372128] [ 0.5504132 0.48324922 0.70075787 0.33200842 0.59858496 0.64317992 0.42029257 0.57832442 0.33491099 0.56701092] [ 0.48457215] [ 0.53956761 0.7337119 0.49719239 0.65946466 0.4095295 0.52173883 0.48890305 0.68009651 0.5975608 0.56907967] Progress: 6.3% ... Training loss: 0.659 ... Validation loss: 1.097[-0.52379983] [ 0.69891036 0.81785386 0.45532934 0.41598296 0.3859465 0.40451813 0.71471409 0.76651422 0.68069769 0.46125703] [-0.39006592] [ 0.51397713 0.32789432 0.69625037 0.41480659 0.57102141 0.42070552 0.35568719 0.45877683 0.37663054 0.43151724] [ 1.17012462] [ 0.7954226 0.7571191 0.54313483 0.4560261 0.432813 0.28890574 0.49957875 0.74453081 0.64116233 0.49468553] [-0.88814367] [ 0.39775569 0.69386635 0.39214974 0.6595519 0.36739119 0.54014257 0.50508175 0.53704015 0.66653932 0.3589199 ] [-0.26805213] [ 0.38238157 0.39301823 0.56207262 0.38847959 0.5367712 0.62300428 0.43623358 0.45237351 0.51562133 0.51148176] [-0.01176879] [ 0.60373535 0.63904274 0.43571556 0.54597817 0.44075994 0.35365677 0.46353869 0.63190623 0.59760792 0.50991512] [-0.61248782] [ 0.35544889 0.67188655 0.35404985 0.64945302 0.3982741 0.67918063 0.4278715 0.6050266 0.49921399 0.53464307] [-0.62111378] [ 0.3142738 0.39998059 0.4985626 0.65067497 0.42487798 0.63407167 0.36060873 0.48746125 0.42555439 0.43793397] [-0.75693694] [ 0.51730525 0.8181998 0.40182636 0.65170899 0.44081927 0.52676 0.44105548 0.52969399 0.54796079 0.61184369] [-0.50566532] [ 0.30202677 0.64641963 0.31037831 0.71338487 0.46663957 0.63858031 0.40199718 0.43466462 0.42742991 0.45522457] [-0.72534435] [ 0.74559243 0.56214439 0.60993201 0.3766726 0.4283674 0.17815033 0.48180396 0.64679468 0.58108306 0.29882048] [-0.38414418] [ 0.73520743 0.57571762 0.5525147 0.29135572 0.38751207 0.31985167 0.46250216 0.69084889 0.46566796 0.38055813] [-0.34325245] [ 0.42664447 0.72164241 0.41548547 0.50547405 0.32193763 0.41633968 0.43736085 0.6293646 0.56110535 0.54569501] [ 0.5243838] [ 0.71031581 0.58753587 0.52504792 0.35885208 0.36611897 0.22487557 0.42849537 0.66533649 0.57280586 0.33894582] [-0.76188025] [ 0.68669061 0.60638483 0.56127013 0.51536516 0.47141342 0.38694217 0.53425389 0.6048034 0.6443478 0.32555947] [-0.07640938] [ 0.58472357 0.65197332 0.45911749 0.6556615 0.37118085 0.40800004 0.53923701 0.68783951 0.4796377 0.59387048] [-0.97179427] [ 0.85214337 0.52143399 0.55608969 0.36557532 0.26274564 0.19419198 0.46769637 0.75607235 0.49227682 0.3024705 ] [-0.23451144] [ 0.40883412 0.26266672 0.72997769 0.31793247 0.50173068 0.62051902 0.40877738 0.3363879 0.23001467 0.47953351] [-0.45602996] [ 0.36734158 0.64165169 0.36511117 0.65890927 0.34086578 0.68559378 0.47969397 0.65551938 0.5745198 0.44101841] [ 1.22602009] [ 0.61680894 0.41771512 0.62239792 0.39581713 0.55449724 0.44011489 0.56018329 0.73075721 0.35999129 0.32921303] [-0.06347174] [ 0.75612961 0.45200185 0.50618031 0.45525845 0.46055828 0.3163505 0.52878561 0.59712674 0.51044875 0.24697382] [ 0.22399451] [ 0.72490831 0.50994391 0.50758481 0.44971601 0.39835263 0.44226052 0.47275647 0.70493798 0.44973563 0.38545829] [-0.61493789] [ 0.45735856 0.69997461 0.44348416 0.58870416 0.25079374 0.44284876 0.4905029 0.54662708 0.64672154 0.39978287] [-0.21390912] [ 0.27101527 0.66637824 0.45186453 0.57030525 0.46194347 0.79288352 0.37826388 0.5754224 0.53432543 0.6611538 ] [-0.40465205] [ 0.29709677 0.46119884 0.56232741 0.59590043 0.53613518 0.59791735 0.44364771 0.34091821 0.46605158 0.5668836 ] [-0.8031782] [ 0.85446346 0.76376658 0.57304137 0.31256031 0.42743579 0.30582147 0.6114662 0.71169075 0.71914843 0.38558744] [ 0.07250234] [ 0.49982031 0.61150664 0.5015056 0.54403315 0.44629117 0.54736719 0.47487912 0.62792201 0.41617911 0.55449703] [-0.09921133] [ 0.637338 0.57591301 0.50728953 0.58699126 0.36494873 0.34332741 0.51308892 0.659234 0.44326101 0.38029365] [ 3.1305272] [ 0.60867599 0.55424927 0.51016973 0.54273343 0.34984121 0.46364775 0.3686596 0.76749003 0.49083642 0.41014022] [-0.69954465] [ 0.55145947 0.75694161 0.44051653 0.73125614 0.50612162 0.61096876 0.34183586 0.61523276 0.58312201 0.61631519] [ 0.26557989] [ 0.50002878 0.54284854 0.54605742 0.60426754 0.52876379 0.47773992 0.4274205 0.54296931 0.41636081 0.55225863] [-0.85717906] [ 0.39361712 0.61229512 0.479838 0.62084932 0.31107515 0.56043553 0.48126935 0.5747896 0.50375071 0.37373899] [ 0.9347902] [ 0.5399124 0.45769663 0.58010757 0.19843466 0.53548367 0.54339111 0.49153253 0.66775408 0.47533775 0.45779392] [-0.12651162] [ 0.30585759 0.38817465 0.61062263 0.52085557 0.56680823 0.59878311 0.38574317 0.32612735 0.43312297 0.5952136 ] [-0.02831755] [ 0.28096516 0.44137055 0.6053937 0.51018141 0.47785825 0.66089032 0.41811642 0.40094269 0.56265207 0.55164753] [-0.13093728] [ 0.46983185 0.47819539 0.600813 0.42678599 0.47386209 0.44783253 0.41065794 0.55008966 0.51193521 0.45180329] [-0.66922452] [ 0.49167031 0.45479046 0.43746473 0.63916677 0.5196346 0.67894263 0.47040757 0.56161484 0.2600768 0.51229312] [-0.16693452] [ 0.35497363 0.77265876 0.38343763 0.62081798 0.39858776 0.61902522 0.50167372 0.58295144 0.61589641 0.53321081] [-0.80491561] [ 0.79550686 0.57925973 0.52621071 0.46487167 0.33714326 0.11807495 0.38738981 0.6550142 0.52802071 0.29631543] [-0.28520187] [ 0.35732822 0.58116932 0.45469273 0.45196659 0.47404983 0.70856397 0.38471942 0.508428 0.46782243 0.64781557] [-0.53057366] [ 0.35396817 0.56646446 0.56855271 0.51941327 0.52588326 0.69099004 0.45266684 0.52244481 0.53507756 0.63440477] [ 1.14437108] [ 0.72547262 0.7613471 0.42667244 0.51401049 0.24172226 0.2996671 0.40045547 0.69551314 0.58988879 0.37534339] [-0.31907683] [ 0.6227615 0.69219069 0.46493341 0.51184362 0.42123366 0.54248574 0.44773116 0.68124395 0.55387975 0.49873386] [-0.94621931] [ 0.56599865 0.37835056 0.67126811 0.44864323 0.47202011 0.57430797 0.45675691 0.56864779 0.4061979 0.3928421 ] [-0.52923109] [ 0.55032742 0.64682248 0.54047718 0.33559579 0.54418406 0.39552041 0.49047968 0.40521957 0.57572218 0.48864051] [ 0.04279737] [ 0.41974502 0.66797273 0.42793328 0.57842588 0.36976536 0.31883424 0.40582415 0.54559566 0.69057748 0.37554572] [ 1.63752288] [ 0.70937783 0.65147011 0.5021047 0.3223688 0.3024806 0.37495004 0.48412912 0.73624819 0.61215044 0.43007386] [-0.02710069] [ 0.19417788 0.57122095 0.44917032 0.70143781 0.436487 0.61557477 0.33296096 0.3954051 0.4828453 0.6440601 ] [ 0.31332611] [ 0.47932077 0.41735063 0.64094541 0.46853593 0.48408626 0.44751928 0.40366288 0.47476423 0.29878567 0.52734798] [ 1.50299659] [ 0.69107601 0.56492883 0.55862557 0.23641088 0.44937755 0.36544906 0.46498415 0.62918551 0.4848991 0.40644742] [-0.67564701] [ 0.83323975 0.61149021 0.60545519 0.32561543 0.4590415 0.17959048 0.49673169 0.81863736 0.48275221 0.28781732] [-0.13889235] [ 0.48278776 0.50734889 0.55154408 0.44979974 0.4943149 0.52771528 0.42761605 0.61027162 0.44888201 0.52965631] [-1.1342063] [ 0.84482206 0.50682468 0.61827903 0.22460069 0.35242759 0.162951 0.46815256 0.82760673 0.56344934 0.26302651] [-0.61195942] [ 0.45512816 0.55995884 0.53600656 0.54661675 0.44176295 0.62702492 0.33341628 0.46727949 0.4013936 0.54247918] [ 0.621363] [ 0.75417485 0.69010071 0.48833921 0.49493317 0.23683856 0.2093407 0.42906971 0.63540927 0.59474586 0.39299704] [-1.19417509] [ 0.78528096 0.40056282 0.49693321 0.308194 0.45381861 0.27011103 0.58326021 0.67038739 0.33431726 0.34491136] [ 0.43131001] [ 0.52804665 0.5466193 0.52206851 0.53448422 0.3958493 0.59480775 0.50187489 0.6647123 0.4231666 0.46800883] [-0.67925429] [ 0.44310232 0.33311658 0.64990752 0.39258214 0.65794706 0.57176807 0.36491036 0.36246212 0.27044787 0.50252631] [ 0.03651466] [ 0.44037403 0.64561287 0.42023175 0.59959832 0.31652559 0.64245344 0.37079438 0.53082376 0.50891131 0.5167005 ] [-0.84431734] [ 0.52140816 0.4647511 0.53745772 0.47591434 0.61269159 0.50089858 0.32825337 0.51452926 0.37010403 0.51893137] [ 0.34315475] [ 0.72571963 0.61707687 0.50481425 0.43115471 0.25176137 0.23547731 0.49997738 0.6687804 0.57148187 0.31529028] [ 0.7829502] [ 0.75063693 0.50449837 0.50987069 0.4139844 0.38639472 0.18684004 0.50350969 0.70311531 0.47819734 0.17217215] [-0.93731681] [ 0.59579364 0.74260208 0.53818569 0.45889425 0.41329303 0.64719722 0.51263306 0.64846258 0.65728281 0.59691291] [ 0.088316] [ 0.52527369 0.65781418 0.39671082 0.66639333 0.41549353 0.47694699 0.45938145 0.60485639 0.52299911 0.4397965 ] [ 2.87136458] [ 0.67140574 0.54118189 0.42460592 0.32359077 0.37685388 0.28032786 0.43675801 0.73587168 0.46641213 0.26635986] [-0.80415623] [ 0.48537152 0.65168558 0.45128927 0.49171004 0.46105588 0.61593352 0.43553134 0.64918086 0.40543422 0.56256651] [ 0.90530006] [ 0.35588162 0.76257889 0.34638962 0.67097548 0.2492011 0.51881552 0.4200536 0.55647081 0.57355267 0.5355025 ] [ 1.6663414] [ 0.56561771 0.52675647 0.53370252 0.55283879 0.42918618 0.38524549 0.41160107 0.65676254 0.45147604 0.29869064] [-0.49175912] [ 0.50928937 0.80283312 0.46523624 0.72920927 0.43599392 0.58201868 0.34762393 0.5710566 0.57823557 0.72701496] [-0.41765913] [ 0.7703681 0.75387618 0.4521936 0.4495574 0.38215851 0.4245055 0.47904843 0.74700119 0.58894251 0.45687051] [ 0.23848312] [ 0.7557819 0.66958475 0.53890003 0.46140372 0.36720523 0.32376361 0.47191646 0.74837723 0.54860156 0.33084426] [-0.56839205] [ 0.41538694 0.47261294 0.57870672 0.56914859 0.4812409 0.48248147 0.40156938 0.42954848 0.36409717 0.6990462 ] [ 0.24346301] [ 0.71284324 0.75918998 0.51287846 0.54556259 0.42451441 0.31551026 0.57200645 0.62071736 0.76620644 0.33713045] [-1.22039479] [ 0.70084845 0.56716544 0.64626381 0.30393161 0.47943066 0.53029623 0.55698874 0.66559714 0.5278335 0.47807911] [-0.86011981] [ 0.48997172 0.75318153 0.51545178 0.50339487 0.39831488 0.49971685 0.48572801 0.49994218 0.66427612 0.57514216] [-0.30093456] [ 0.72035055 0.74375212 0.3569001 0.4362934 0.38300439 0.534125 0.45275642 0.69850997 0.51580713 0.49949255] [ 2.74342895] [ 0.70435749 0.56001406 0.49716731 0.45339548 0.3397794 0.12366961 0.40167017 0.75333386 0.42459806 0.31162541] [-0.32711935] [ 0.31659123 0.75190779 0.38046014 0.60602187 0.38448148 0.73452383 0.39984172 0.463337 0.58767583 0.66859479] [-0.55726223] [ 0.41199664 0.44338092 0.64838572 0.33236942 0.65377041 0.65850779 0.46419525 0.43841522 0.38380257 0.64075254] [-0.25081651] [ 0.51608391 0.63753601 0.47037703 0.53740761 0.36995006 0.24053696 0.45523685 0.63644202 0.50004439 0.52647158] [-0.30014523] [ 0.82229234 0.53844685 0.53825366 0.30933093 0.38580772 0.36106106 0.50954127 0.74278466 0.3753616 0.33285196] [ 0.55086247] [ 0.72560524 0.64814844 0.63175684 0.38881617 0.46001654 0.32507911 0.56046281 0.68835796 0.62135143 0.37891717] [ 2.86960374] [ 0.56308528 0.70528213 0.39147999 0.51027664 0.32321175 0.36967563 0.41983799 0.64754822 0.55948165 0.40057019] [-0.35428422] [ 0.79995656 0.56322018 0.56505669 0.33234124 0.44482952 0.36183407 0.48170195 0.77064763 0.51896539 0.39137839] [ 0.30250772] [ 0.77308827 0.68198239 0.5966543 0.42012369 0.46104913 0.3287138 0.62706123 0.65244087 0.59237014 0.42312307] [-0.51919866] [ 0.3734265 0.50382048 0.57504069 0.57456539 0.52137982 0.54650551 0.40541008 0.36262936 0.32622704 0.68163565] [-0.9486927] [ 0.74915188 0.6500993 0.49238236 0.47075499 0.24765176 0.25200192 0.46770485 0.61331796 0.55129282 0.30507492] [-0.38252971] [ 0.58676588 0.76102099 0.49930011 0.64927321 0.38586417 0.44820597 0.34268349 0.64412237 0.57542591 0.50794594] [-0.56839205] [ 0.41538694 0.47261294 0.57870672 0.56914859 0.4812409 0.48248147 0.40156938 0.42954848 0.36409717 0.6990462 ] [-0.785277] [ 0.67216306 0.6214214 0.45959728 0.44020591 0.45325728 0.38102103 0.48421511 0.68175393 0.43960676 0.45501349] [ 1.99699045] [ 0.35644244 0.62382617 0.44850915 0.55304377 0.498793 0.64737581 0.38374256 0.43675786 0.51294214 0.55759097] [-0.08378888] [ 0.52581524 0.75112437 0.37439947 0.52629342 0.37846636 0.59681334 0.49225509 0.60645064 0.54763558 0.47892157] [ 0.14530121] [ 0.48591962 0.41396119 0.67828273 0.48552892 0.52258081 0.42421301 0.40628418 0.44193767 0.42228871 0.53574164] [-0.35760443] [ 0.38571687 0.61858371 0.42303576 0.62585161 0.48232525 0.5917616 0.4685707 0.51669128 0.49796895 0.53828729] [ 0.08174765] [ 0.45632765 0.79736455 0.4072972 0.61180498 0.26647041 0.45277962 0.39858561 0.59969283 0.5532471 0.51427645] [-0.93731681] [ 0.59579364 0.74260208 0.53818569 0.45889425 0.41329303 0.64719722 0.51263306 0.64846258 0.65728281 0.59691291] [-0.75868157] [ 0.47293129 0.57698767 0.45555151 0.43427623 0.39009708 0.64322357 0.36306995 0.61600567 0.4539264 0.47411317] [-0.66895117] [ 0.57880187 0.470866 0.55026834 0.29061952 0.51909338 0.48695327 0.43630082 0.56309367 0.39071221 0.50477973] [ 1.30436513] [ 0.68585864 0.50599011 0.55088647 0.24702979 0.35616989 0.20755197 0.48415553 0.72402866 0.48270894 0.30468826] [-0.21558794] [ 0.57537622 0.63238675 0.47007795 0.66441477 0.50496898 0.43297788 0.4238038 0.65401516 0.41111567 0.483225 ] [ 0.84631588] [ 0.66862916 0.61907633 0.45826586 0.54221342 0.35533178 0.14798864 0.41341349 0.65606032 0.49439583 0.40307158] [ 0.54065629] [ 0.33396508 0.58571699 0.43258882 0.44673279 0.47787456 0.66014697 0.51915584 0.56909085 0.42276256 0.48414575] [ 0.23180023] [ 0.46446168 0.43204998 0.4528556 0.63359555 0.35035513 0.36942881 0.46059491 0.52470269 0.40517522 0.30449246] [-0.20768573] [ 0.64886129 0.60671416 0.54207235 0.45809459 0.31735237 0.21124638 0.51935252 0.64573629 0.55844534 0.32435778] [-0.11358457] [ 0.29833895 0.57998488 0.33335404 0.59811986 0.35429094 0.79228719 0.35351946 0.55889223 0.40597259 0.47360314] [ 2.65578005] [ 0.46838517 0.38809499 0.45965163 0.50766386 0.29866295 0.31827999 0.40002044 0.51948056 0.45921303 0.25539812] [-0.25841907] [ 0.31953483 0.30169319 0.61629867 0.51412887 0.59615343 0.5193386 0.43921243 0.35144427 0.39554086 0.65726929] [-0.63224785] [ 0.39583998 0.30140804 0.62288081 0.52061392 0.54546324 0.72044467 0.46619782 0.49148012 0.32644401 0.39845034] [ 0.43557056] [ 0.32371883 0.45220791 0.41757523 0.60235962 0.38253794 0.58493425 0.41474365 0.39845088 0.49158282 0.3859703 ] [ 0.29624292] [ 0.5129388 0.64544242 0.40581575 0.496559 0.35967366 0.29706824 0.35031967 0.4797634 0.6385773 0.34264262] [-0.82857549] [ 0.82478316 0.71814156 0.55957338 0.38472007 0.40048889 0.19370731 0.56514965 0.7923299 0.599978 0.28502603] [-0.45133331] [ 0.29982119 0.52603551 0.42317896 0.49026522 0.41239965 0.6298086 0.38961805 0.39475444 0.4669929 0.51493477] [-0.8333987] [ 0.5751285 0.63650029 0.46026094 0.38941274 0.40876023 0.21004923 0.47561265 0.63086398 0.58572854 0.32339403] [-0.03949297] [ 0.37431007 0.64044649 0.57080038 0.53009794 0.53076348 0.61489571 0.38656763 0.47105426 0.60686378 0.67983927] [-0.5719815] [ 0.48294773 0.5265296 0.46943673 0.60158953 0.41481403 0.67759819 0.42510049 0.63081026 0.5539505 0.53034031] [ 0.07724827] [ 0.45522062 0.33801181 0.58212135 0.37138756 0.52180364 0.52320476 0.50600154 0.72352934 0.38367834 0.51069935] [-0.45210066] [ 0.2957708 0.41138485 0.62380852 0.51080001 0.48868735 0.66657419 0.36572851 0.37516496 0.36698994 0.58965038] [-0.54937591] [ 0.57322483 0.74838431 0.3468997 0.59410869 0.29503185 0.33368159 0.32290602 0.73079215 0.62193993 0.42600462] [ 0.55783852] [ 0.58314465 0.69796879 0.53699517 0.6742137 0.46603404 0.54505142 0.41511165 0.60938379 0.52756119 0.51841001] [ 1.08977596] [ 0.6942987 0.53720806 0.59372898 0.39026387 0.4370002 0.36737839 0.49138732 0.58919491 0.48295727 0.33258855] [-0.97179427] [ 0.85214337 0.52143399 0.55608969 0.36557532 0.26274564 0.19419198 0.46769637 0.75607235 0.49227682 0.3024705 ] [-1.26230557] [ 0.56208721 0.6868127 0.3810876 0.53049967 0.33631783 0.2301758 0.47196423 0.47905052 0.5695573 0.33547147] [-0.66730911] [ 0.32103653 0.6635192 0.40978554 0.67281495 0.35829462 0.64392317 0.53923598 0.60416322 0.62797685 0.44386707] [-0.83718296] [ 0.60098103 0.67765235 0.44483417 0.6946839 0.35269182 0.5747771 0.4586263 0.64036795 0.54051453 0.50984634] [-0.74068363] [ 0.4888322 0.64464384 0.35848733 0.66851849 0.30839392 0.35398015 0.30612413 0.47632079 0.54331398 0.38457663] [-0.04711243] [ 0.6452228 0.65453379 0.57193852 0.49395126 0.40240109 0.33357412 0.5461425 0.6422773 0.53099671 0.39567128] [-0.68543882] [ 0.48644501 0.70000003 0.44293013 0.68048277 0.30109964 0.59821826 0.38635788 0.56021755 0.61122487 0.53866718] [-0.76626023] [ 0.53745416 0.586891 0.47666388 0.55273865 0.47172745 0.6698291 0.5414966 0.59360079 0.53343088 0.51220687] Progress: 6.6% ... Training loss: 0.651 ... Validation loss: 1.171[-0.00191254] [ 0.49233494 0.68693651 0.44656615 0.63756469 0.30404302 0.34106088 0.38017527 0.56031971 0.57022684 0.47932233] [-0.67790637] [ 0.55613046 0.57261052 0.46588866 0.53938262 0.34689053 0.53699401 0.39591734 0.70728262 0.43169816 0.38652462] [ 1.40968945] [ 0.79046921 0.60235266 0.61569935 0.50912794 0.399606 0.25032168 0.39808472 0.75929378 0.61208577 0.30577726] [ 1.40389467] [ 0.78175968 0.26347236 0.71007846 0.21017019 0.40242144 0.3055 0.48749508 0.71355896 0.33506102 0.23087276] [-0.10757818] [ 0.31853972 0.42080266 0.47391331 0.55939982 0.38668346 0.71518308 0.37701102 0.52986927 0.38613333 0.37576362] [ 2.08324181] [ 0.80632509 0.53132818 0.62484523 0.34349668 0.46706424 0.22900304 0.53260082 0.7022543 0.44489584 0.34565576] [ 0.22092972] [ 0.65906651 0.68771329 0.42925415 0.44144837 0.32451562 0.1897475 0.37583315 0.64247238 0.48588036 0.42427922] [ 0.83819598] [ 0.73275138 0.6229407 0.48450133 0.40932546 0.35411883 0.21004851 0.43617515 0.71093981 0.53025492 0.33172714] [-0.98277409] [ 0.67250157 0.81934758 0.40339563 0.60102295 0.43454327 0.39409786 0.4112863 0.69697113 0.59198144 0.62939165] [-0.17298671] [ 0.67656402 0.47738129 0.54708489 0.2585569 0.38454039 0.45277688 0.58549587 0.6927382 0.40582187 0.28346229] [-0.75920061] [ 0.35811844 0.64104343 0.46427681 0.59540698 0.3324827 0.45884879 0.38630433 0.47252117 0.54441824 0.43114004] [ 0.20652814] [ 0.65133184 0.61694157 0.52822563 0.57865195 0.42009496 0.40030021 0.60835462 0.58946152 0.61733182 0.37365422] [ 0.32672839] [ 0.18682026 0.62209706 0.43615929 0.6710562 0.528828 0.82280957 0.30651422 0.29913124 0.57820667 0.69751018] [-1.01743471] [ 0.70153686 0.67005295 0.48409825 0.52403178 0.43294334 0.35586073 0.44564535 0.62115906 0.4135281 0.54769905] [-0.57489182] [ 0.4196603 0.54236682 0.51890212 0.57131054 0.46460991 0.65804184 0.56680753 0.58659587 0.38272422 0.36930575] [-0.73983382] [ 0.65006352 0.52540073 0.57800147 0.58012944 0.42485565 0.4179637 0.40930931 0.70846976 0.47262272 0.35652728] [ 0.83623667] [ 0.38054043 0.6178292 0.40362198 0.43572824 0.41715463 0.65064387 0.40873496 0.53701336 0.48172566 0.46229736] [-0.45912919] [ 0.4276784 0.44891004 0.5386378 0.59125255 0.47886083 0.78159757 0.38563128 0.66492848 0.48244039 0.51054432] [-0.63501368] [ 0.5008268 0.65973389 0.40106497 0.47609056 0.3314699 0.29067825 0.42844408 0.61152169 0.62219197 0.33295847] [ 0.38088819] [ 0.72822821 0.70770183 0.540329 0.27586691 0.54011712 0.34139323 0.41865407 0.65465497 0.58730145 0.44663731] [-0.03381264] [ 0.27591282 0.38873299 0.60355466 0.66126087 0.41166353 0.7036773 0.29454103 0.35361253 0.34701455 0.52321419] [ 0.72641764] [ 0.56836238 0.40299756 0.65428834 0.35535554 0.52059605 0.3907464 0.3511357 0.56610665 0.4565318 0.43889305] [-0.53594062] [ 0.52915453 0.49774886 0.50627629 0.47607131 0.5141399 0.64733373 0.42997077 0.61464629 0.35502207 0.58839902] [-0.49651045] [ 0.83517338 0.50705166 0.58179881 0.31046967 0.38764646 0.12059934 0.4980421 0.72194878 0.4779975 0.265284 ] [ 2.42264655] [ 0.81288212 0.64983396 0.48806921 0.4300114 0.21930209 0.13362225 0.48020617 0.78430796 0.54438545 0.2183178 ] [-0.19753262] [ 0.63867604 0.63082273 0.43011992 0.48947089 0.25757635 0.34935028 0.38312981 0.5416605 0.49517053 0.38453477] [-0.81276381] [ 0.66442146 0.66576888 0.55695026 0.42259221 0.41261548 0.42770738 0.52046064 0.68436684 0.55244722 0.42202446] [-0.59599089] [ 0.46711421 0.6040821 0.53878287 0.4699079 0.42154678 0.58362827 0.43682727 0.50733931 0.47532912 0.58010526] [-0.26049215] [ 0.71480044 0.71207387 0.40588675 0.42023097 0.26293029 0.27637393 0.45227551 0.63008195 0.57802554 0.37657178] [ 1.34475426] [ 0.35155948 0.69825039 0.35833849 0.67175 0.30488077 0.53321818 0.46129004 0.63195639 0.55819196 0.3846513 ] [ 2.19812822] [ 0.59015059 0.63892796 0.43626271 0.60029941 0.47307248 0.48262236 0.44735206 0.64230858 0.62512182 0.35425723] [-0.69390189] [ 0.37385414 0.66131717 0.45378539 0.67112803 0.2648947 0.50754473 0.39383845 0.40867986 0.57456182 0.44096507] [-0.88494645] [ 0.69334548 0.74342134 0.43652556 0.54959867 0.4123222 0.43269874 0.48612543 0.633199 0.57274592 0.46310535] [ 0.55241428] [ 0.37324742 0.72850899 0.44698615 0.54198729 0.40134914 0.6034258 0.5001897 0.57117552 0.57092407 0.54087211] [-1.10298969] [ 0.76089784 0.33949203 0.71261971 0.26729718 0.4862849 0.20113533 0.5032074 0.67539358 0.40538438 0.38462012] [ 1.0656591] [ 0.72879557 0.62188568 0.55700186 0.410203 0.49213023 0.44331749 0.48343317 0.66206435 0.52417737 0.47076521] [-0.39092621] [ 0.42682079 0.46810743 0.60566244 0.42751902 0.49866566 0.50240642 0.4371052 0.38977327 0.4376548 0.42408998] [-0.19007129] [ 0.54157469 0.34139007 0.61178347 0.37122596 0.46579888 0.52809361 0.37835377 0.49544252 0.27003938 0.39967225] [-0.04011784] [ 0.21906221 0.65986598 0.34789256 0.68388927 0.51138078 0.64797289 0.29753662 0.33685812 0.3560608 0.71841962] [-0.89118562] [ 0.57908034 0.57085509 0.52439007 0.4485096 0.35192369 0.2576297 0.41527276 0.60732422 0.3643026 0.36054759] [ 0.55094506] [ 0.50466305 0.57752168 0.55133609 0.4107043 0.44537737 0.40910077 0.42192056 0.42671539 0.51572105 0.46229451] [-0.07515371] [ 0.62992764 0.64664467 0.46656159 0.54787291 0.2473788 0.20954532 0.50864234 0.67823645 0.59196068 0.30313977] [ 1.04000635] [ 0.25361433 0.56687591 0.43429207 0.55818116 0.45559426 0.79555038 0.29809393 0.46576441 0.35182863 0.60993399] [-0.581656] [ 0.82967148 0.60515625 0.5234773 0.32968828 0.26048691 0.10254348 0.47940441 0.78564921 0.50558446 0.21292598] [ 2.42357306] [ 0.82975205 0.78591117 0.4127109 0.33028568 0.21295648 0.14176438 0.49203373 0.75416545 0.68838244 0.28647019] [-1.10227896] [ 0.52405792 0.64492742 0.42525394 0.53620161 0.40101448 0.24901747 0.38504189 0.56593783 0.4496083 0.39403564] [ 0.35207856] [ 0.49891954 0.60599705 0.44757444 0.41054088 0.27036998 0.36515111 0.50759392 0.58834666 0.51180567 0.3690889 ] [-0.25686463] [ 0.37174272 0.54748324 0.50741538 0.54509711 0.61680866 0.69274597 0.32063317 0.44275369 0.41502577 0.690511 ] [-0.45955694] [ 0.56510583 0.45909301 0.51475943 0.31911377 0.57219919 0.41156745 0.37587323 0.51037796 0.32619243 0.56610122] [-0.49240787] [ 0.48296265 0.63837881 0.49365277 0.45193029 0.48711799 0.57664403 0.41824098 0.57716694 0.39692641 0.54538561] [ 1.40382622] [ 0.51091818 0.60838787 0.48110366 0.51196304 0.42461499 0.50472966 0.4143689 0.73553902 0.51117083 0.55499772] [-0.35040588] [ 0.2871361 0.54233993 0.36678304 0.56303941 0.42006639 0.71320816 0.35747192 0.64045991 0.39370415 0.45873223] [ 0.38296685] [ 0.78828894 0.61124179 0.56488944 0.33099912 0.3688951 0.14121005 0.57290271 0.68638299 0.57788179 0.29510755] [ 0.44074802] [ 0.53778544 0.48669518 0.45506491 0.62717012 0.28098841 0.29798539 0.3959952 0.60810886 0.39862631 0.23901453] [-0.64239503] [ 0.58103629 0.80426141 0.48340466 0.5892176 0.487931 0.47441437 0.50430509 0.58855176 0.63457251 0.63565188] [-0.44969291] [ 0.50383184 0.50353499 0.42100543 0.699645 0.41189575 0.51934027 0.47847384 0.59000087 0.48649464 0.40226981] [-0.15037011] [ 0.40674104 0.52192686 0.51358222 0.46938741 0.55444338 0.49234019 0.46347579 0.48397626 0.447268 0.50542087] [-1.22998955] [ 0.66484682 0.77035549 0.36822622 0.61819634 0.27363947 0.23278119 0.40355661 0.57166424 0.55184388 0.40079661] [ 3.13620117] [ 0.75851119 0.51003509 0.51525426 0.26768159 0.35139786 0.1969709 0.40077535 0.75130935 0.45942567 0.26295804] [ 0.19263598] [ 0.31712927 0.58644929 0.43695118 0.62331378 0.38947017 0.60625857 0.35457935 0.43780065 0.45458904 0.5161061 ] [-0.09664414] [ 0.53615955 0.84789324 0.48017076 0.6361867 0.37227193 0.576437 0.49675986 0.63056091 0.64227641 0.70142847] [ 0.94988163] [ 0.5137619 0.60491769 0.45991736 0.40193161 0.5265431 0.3785765 0.50171227 0.57223683 0.45930499 0.4451437 ] [-0.8043888] [ 0.46233889 0.77477009 0.3491078 0.58453209 0.33358732 0.4173887 0.34896107 0.63286754 0.54650531 0.54722085] [-0.70148616] [ 0.70265223 0.15114238 0.68240146 0.3718356 0.36343986 0.19696374 0.48896119 0.6538777 0.18473787 0.13326662] [ 0.64838589] [ 0.6369223 0.59410475 0.53748131 0.34392623 0.39941338 0.35988054 0.41011071 0.66971639 0.42307882 0.43767446] [-0.53547727] [ 0.52288658 0.69713963 0.35770648 0.66167426 0.32352087 0.22522054 0.31419922 0.67177538 0.54503781 0.47659133] [-1.17559363] [ 0.75858011 0.64781079 0.48116891 0.54694006 0.3404828 0.46378276 0.43419086 0.73261776 0.4561852 0.41529106] [-0.81010217] [ 0.46250073 0.70388674 0.41807802 0.66859772 0.24158415 0.41171568 0.3558058 0.61185366 0.50942707 0.44216456] [ 0.70433234] [ 0.63554067 0.49468324 0.57570542 0.53426168 0.53110907 0.35775775 0.44312955 0.5687395 0.39656944 0.52420776] [ 0.15069258] [ 0.22508285 0.5476016 0.40542407 0.60235975 0.4556213 0.88935946 0.37487201 0.40283009 0.40969499 0.66797304] [-0.59486245] [ 0.36076897 0.63546648 0.50061322 0.58518548 0.41183805 0.52838211 0.42898652 0.48078334 0.48295875 0.56654721] [-0.03433324] [ 0.261933 0.65609972 0.39717888 0.7077608 0.4620867 0.74910365 0.4251644 0.41251566 0.45754974 0.66141385] [-0.37744544] [ 0.66809387 0.75891931 0.42807246 0.29358464 0.33078365 0.37094666 0.54619393 0.66731147 0.65066676 0.47381011] [ 0.46416759] [ 0.57611895 0.65724975 0.41533766 0.65284284 0.5317662 0.39252707 0.47489071 0.64552295 0.52988525 0.43303349] [-0.59464521] [ 0.57987881 0.78919779 0.50821031 0.56509044 0.38055147 0.53253795 0.50317869 0.65279508 0.59079002 0.57091893] [-0.3377729] [ 0.41672987 0.56438607 0.49617088 0.48275065 0.42382387 0.55747277 0.49988302 0.66379411 0.44137193 0.46285952] [ 0.76544196] [ 0.70077599 0.56135366 0.51758303 0.44327329 0.27583423 0.19680968 0.41044864 0.55873897 0.54228103 0.27688404] [-0.87519707] [ 0.48588894 0.73783621 0.29297748 0.71953918 0.3158041 0.32412346 0.31366933 0.52177805 0.59257558 0.52560698] [-0.53993615] [ 0.45916343 0.65114514 0.46226127 0.57281674 0.38267962 0.52701995 0.38586648 0.56590526 0.49101348 0.50303148] [ 2.37781279] [ 0.62234613 0.70965069 0.49089417 0.47298765 0.43218744 0.40685805 0.56167126 0.66929789 0.62494606 0.38901931] [ 1.01835341] [ 0.48276001 0.56381591 0.42736524 0.60598223 0.38453753 0.50929559 0.55802721 0.65490426 0.49647786 0.30660005] [ 0.26530912] [ 0.31944164 0.56011167 0.4001567 0.64357487 0.46772127 0.47636025 0.48219384 0.51978175 0.3885489 0.60809847] [ 0.20660621] [ 0.22972819 0.48742 0.51679687 0.47981446 0.50870721 0.6580441 0.48629969 0.33288589 0.50911284 0.54816643] [-0.80941248] [ 0.47596812 0.68719429 0.4139866 0.63701316 0.29921242 0.46203598 0.48064312 0.50594848 0.65792211 0.43492552] [ 0.02799978] [ 0.36283501 0.62662056 0.31670402 0.5548012 0.48644937 0.73383697 0.40270687 0.60048298 0.48020911 0.62353882] [-0.23627263] [ 0.40520149 0.52189355 0.3895567 0.68450866 0.4411879 0.51018902 0.41669193 0.54483842 0.45190981 0.43495905] [-0.30671327] [ 0.68949314 0.38781368 0.61243668 0.35941284 0.47279097 0.36371488 0.41781386 0.60075627 0.3482466 0.40080043] [-0.49475505] [ 0.73633674 0.73860035 0.54365783 0.47550423 0.26691593 0.21842474 0.45871338 0.60544382 0.70222042 0.37825302] [ 0.46601082] [ 0.40006001 0.51711702 0.46972513 0.56113404 0.42252662 0.46266344 0.43593221 0.46368739 0.51598459 0.45668215] [-0.35056074] [ 0.48833947 0.63313651 0.61130737 0.46301048 0.51562558 0.53875398 0.42143772 0.59096892 0.46229094 0.51250544] [-0.42094071] [ 0.49389031 0.42528392 0.53468149 0.45937671 0.40362749 0.4397373 0.48940478 0.70911012 0.36883641 0.35706572] [-0.8042527] [ 0.54419601 0.363715 0.6574923 0.28783232 0.55493836 0.53654921 0.43321116 0.54791647 0.32592807 0.53265674] [-0.02508572] [ 0.63190568 0.64258534 0.40263525 0.42234226 0.30704658 0.26654512 0.41031057 0.62995029 0.44533346 0.34963798] [-0.42861676] [ 0.66814753 0.53267909 0.62240744 0.33720834 0.41030829 0.37588245 0.47920368 0.75672703 0.6237479 0.44401029] [ 0.46937465] [ 0.51547078 0.70005789 0.50022743 0.61525617 0.35743713 0.36024309 0.40613818 0.56510472 0.68026449 0.46471326] [-0.4038266] [ 0.55236713 0.74216339 0.45006339 0.61277573 0.2371287 0.36420435 0.42265931 0.61569939 0.61209257 0.38382535] [ 1.07018691] [ 0.61801131 0.56655018 0.4291888 0.49875088 0.34551196 0.25124319 0.43639453 0.64154782 0.55775918 0.29620153] [-0.08161561] [ 0.26449121 0.6150514 0.58485342 0.59005333 0.61745588 0.77966199 0.39903253 0.43442333 0.48684115 0.71568735] [-0.3218598] [ 0.35205503 0.37078708 0.47528536 0.65021307 0.50742693 0.64115949 0.42254343 0.44292702 0.28482689 0.41507837] [ 0.79749551] [ 0.31639945 0.64409775 0.40817346 0.56251424 0.38831186 0.63877282 0.40333143 0.4143977 0.61574303 0.56258552] [ 2.53485253] [ 0.54969524 0.49269596 0.47576205 0.42549325 0.3447024 0.19805235 0.45832425 0.69117197 0.49164626 0.22182389] [ 0.48069491] [ 0.30435955 0.62015948 0.56585088 0.67884157 0.43603393 0.64440369 0.35569426 0.39870103 0.59641005 0.59524108] [-0.38568302] [ 0.25325096 0.41195196 0.49993532 0.46330624 0.57533315 0.65007797 0.44055691 0.36025663 0.40846357 0.43371819] [-0.21425118] [ 0.61491278 0.59546454 0.45951236 0.38601233 0.34983878 0.22766719 0.49449366 0.6541901 0.59136285 0.36290576] [-0.45246376] [ 0.44620483 0.7355039 0.34730406 0.69363647 0.43702574 0.64866654 0.36371204 0.61729791 0.49838129 0.63586547] [-0.84274125] [ 0.5119189 0.7058901 0.34142896 0.70940394 0.24457758 0.29519311 0.36395859 0.53311997 0.62717203 0.43786736] [ 2.13605014] [ 0.4301459 0.76854058 0.38320493 0.62502906 0.28463268 0.44641437 0.36171546 0.57778202 0.48902084 0.53697041] [-0.60308002] [ 0.4445111 0.70138469 0.37705156 0.56364101 0.33458345 0.41859788 0.37441526 0.52934774 0.53462401 0.50537912] [ 0.51580325] [ 0.41167732 0.49090318 0.44380101 0.49432373 0.45499039 0.62745027 0.4299205 0.57797712 0.58368953 0.40518897] [-0.40919802] [ 0.3440121 0.71486634 0.50903318 0.55115245 0.42563666 0.68530537 0.48640309 0.54760928 0.47885753 0.57423999] [-0.68568966] [ 0.6378948 0.72507407 0.39550546 0.60293601 0.22363495 0.30501064 0.41616548 0.69244642 0.62295707 0.41774851] [ 1.24788781] [ 0.48346798 0.70950685 0.31752063 0.63324638 0.45170112 0.58785209 0.531865 0.60807338 0.52783001 0.4614736 ] [-0.5438608] [ 0.44908197 0.48565516 0.4923753 0.47887433 0.47413985 0.64208912 0.44112993 0.66063085 0.47321254 0.6351979 ] [ 0.40649778] [ 0.30946303 0.60611593 0.43428761 0.48424511 0.4437507 0.59810819 0.3903238 0.46787533 0.49427764 0.50045776] [-0.19224762] [ 0.52466206 0.3973425 0.65577117 0.40727736 0.52704649 0.54474051 0.4022339 0.57730331 0.47668439 0.43345792] [-0.03476865] [ 0.3165045 0.56767013 0.56239465 0.54973393 0.49177758 0.80837002 0.3463891 0.5006808 0.43384932 0.69985468] [-0.29412374] [ 0.6707336 0.50698368 0.60003917 0.39026543 0.40903497 0.30989114 0.40646084 0.67383799 0.5138301 0.37989184] [ 0.73840797] [ 0.79957918 0.57801004 0.56301991 0.26099563 0.35712314 0.12140663 0.49547557 0.64199365 0.57893848 0.22250404] [-0.28325329] [ 0.48994358 0.65913465 0.53372836 0.50796713 0.47782067 0.47094948 0.3919358 0.55873455 0.48260265 0.62900631] [ 0.84929608] [ 0.43109143 0.68475484 0.47500511 0.56568206 0.34180789 0.56221083 0.47801526 0.5877071 0.54358257 0.4643747 ] [-0.24175126] [ 0.3984954 0.40148602 0.53272294 0.43688896 0.52196263 0.54466127 0.51098815 0.56604175 0.34807527 0.46967914] [-0.23692819] [ 0.27757309 0.63978825 0.40001334 0.52234486 0.47376442 0.65361124 0.37839695 0.3565728 0.39358188 0.65698841] [-0.0859122] [ 0.51840018 0.4708193 0.50964916 0.26661168 0.49721661 0.48834984 0.49616022 0.63261419 0.5512259 0.38146853] [-0.92584062] [ 0.44111606 0.49610033 0.48698119 0.52845815 0.37513282 0.33408482 0.40843032 0.55126362 0.43402239 0.35278992] [-0.13218406] [ 0.1860208 0.40263418 0.49334089 0.67912959 0.49096649 0.68454033 0.39121925 0.29844406 0.46156401 0.4557038 ] [ 1.00950335] [ 0.48387522 0.57326649 0.46840795 0.4737341 0.32808958 0.39271667 0.4144663 0.46360543 0.55446136 0.40417528] [-0.44016701] [ 0.44222166 0.73899634 0.42110102 0.6060458 0.32880949 0.73142111 0.42715116 0.67746901 0.55485755 0.57648571] [-0.50904774] [ 0.55777352 0.6511725 0.4356551 0.52264577 0.28171444 0.33405846 0.42762496 0.69200356 0.49220872 0.45124266] Progress: 6.9% ... Training loss: 0.645 ... Validation loss: 1.106[-0.69011905] [ 0.56235142 0.74098032 0.34622336 0.6695944 0.2891843 0.25199758 0.4830886 0.60707819 0.65874569 0.61025253] [-0.88202353] [ 0.62938836 0.71285929 0.44098813 0.6391411 0.24155681 0.28422753 0.35453401 0.57817851 0.56512774 0.36786671] [ 1.0477374] [ 0.7143372 0.49638379 0.64167089 0.32159558 0.56541116 0.22701544 0.45725537 0.64101935 0.40301233 0.42861636] [-0.35467474] [ 0.57902188 0.37686994 0.66932544 0.35002315 0.5830276 0.418197 0.39435457 0.55984671 0.41413515 0.45055639] [-0.49810947] [ 0.71478153 0.48682426 0.52644135 0.390355 0.39195586 0.13885311 0.44543924 0.67082807 0.61572644 0.18987361] [-0.70607416] [ 0.44842263 0.29618588 0.57782126 0.4026092 0.54642958 0.33480861 0.44734866 0.44876549 0.34392753 0.30954215] [-0.01856693] [ 0.49957347 0.6542908 0.4459079 0.50886003 0.39239238 0.66530161 0.50480682 0.75046352 0.58363274 0.45623133] [ 0.55171403] [ 0.59453625 0.60425944 0.49593583 0.49066292 0.32846683 0.32954274 0.3483104 0.57848669 0.56742 0.39920987] [ 0.03682618] [ 0.73154765 0.44611465 0.5910473 0.40527747 0.50638874 0.27656657 0.45461557 0.68431693 0.39432764 0.45361625] [-0.27504359] [ 0.72320918 0.57280652 0.53378556 0.4032648 0.29410006 0.23195505 0.48190845 0.655828 0.52474121 0.38188676] [-0.58575372] [ 0.46737431 0.79340597 0.42883646 0.61575981 0.4380986 0.68155353 0.43099195 0.63878676 0.60510845 0.68267076] [-0.55426968] [ 0.81480946 0.35775748 0.52416524 0.33798231 0.28738691 0.16949113 0.43321463 0.67816078 0.31805399 0.17716473] [-0.19565145] [ 0.66049817 0.24461687 0.7350176 0.22029534 0.46343561 0.30532623 0.45615281 0.53044669 0.28918352 0.2665598 ] [ 0.96733529] [ 0.54037964 0.45747621 0.58055235 0.19836021 0.53501291 0.54316762 0.49187735 0.66852984 0.47574289 0.4566703 ] [-0.29243012] [ 0.28919409 0.37026595 0.60256691 0.50753391 0.45615285 0.62950437 0.53284005 0.41133814 0.41459098 0.49835015] [ 0.53070693] [ 0.7265772 0.57960858 0.58818568 0.55476348 0.47218671 0.28078113 0.46050432 0.65783127 0.51215794 0.35104193] [-0.94689866] [ 0.58009014 0.76233376 0.44674414 0.48322983 0.47084138 0.46428932 0.57492928 0.52786682 0.57587015 0.53904409] [-0.02367966] [ 0.28719174 0.73743859 0.42541253 0.69128907 0.37508686 0.71574025 0.41708366 0.55441298 0.47728212 0.61364111] [-0.5196051] [ 0.39610409 0.53154864 0.58184599 0.47905744 0.47087307 0.70423797 0.38956571 0.55317083 0.44828674 0.52327643] [ 0.4755155] [ 0.28938213 0.58095683 0.38861416 0.57149675 0.48576597 0.77861494 0.48123968 0.52086272 0.42357273 0.62620483] [-0.29032511] [ 0.43408541 0.37624736 0.54789348 0.59970952 0.55930239 0.75111367 0.45515525 0.54268531 0.33666999 0.5330633 ] [ 0.27711274] [ 0.65240397 0.68511884 0.60524336 0.5146779 0.44147632 0.39172451 0.46259563 0.5802462 0.61266624 0.4411874 ] [ 1.7868092] [ 0.62485826 0.64780198 0.41025195 0.48778619 0.2493279 0.23342241 0.44144745 0.54197116 0.58302997 0.27008106] [-0.35380744] [ 0.29592964 0.48489062 0.54401756 0.5104727 0.59050416 0.66267078 0.48363918 0.32850941 0.32706494 0.58497359] [-1.14202922] [ 0.72186488 0.70108657 0.50258276 0.51443017 0.24172653 0.25371452 0.43673494 0.63662692 0.57592907 0.36760647] [ 1.66338421] [ 0.7043638 0.69952124 0.4608884 0.35532682 0.27909573 0.19010955 0.48024194 0.7206491 0.53611871 0.4719799 ] [-0.23758605] [ 0.583883 0.47053717 0.58738167 0.45148618 0.46565834 0.2419856 0.51189403 0.57201698 0.38964972 0.44299318] [-0.36638156] [ 0.55398408 0.52187243 0.6284333 0.29255179 0.58630013 0.37693044 0.51250893 0.59620289 0.45079368 0.43317231] [ 0.2523431] [ 0.6829815 0.61975523 0.49003623 0.40678478 0.33162369 0.15850093 0.50015077 0.72693091 0.51844093 0.29582588] [-0.88352742] [ 0.63079562 0.79152355 0.47696242 0.59575846 0.35850645 0.48059128 0.48289268 0.6797573 0.6243934 0.64160339] [-0.39130388] [ 0.63914312 0.76252072 0.3823922 0.52519854 0.44307024 0.42506247 0.46963466 0.62310584 0.6271535 0.55858622] [ 0.01529596] [ 0.67522619 0.45304531 0.63367505 0.25219791 0.4999653 0.32948869 0.52789046 0.54451867 0.4374635 0.37302123] [ 2.40787526] [ 0.44616948 0.66197221 0.50187704 0.52071864 0.53146868 0.50936193 0.42260856 0.57312788 0.55504337 0.4987347 ] [ 1.54411864] [ 0.71800491 0.65462885 0.54274261 0.54660333 0.49856723 0.36756309 0.52050734 0.66631172 0.60859838 0.36156987] [ 0.1817115] [ 0.65205666 0.54292079 0.51982086 0.31431207 0.3752092 0.19287583 0.45983653 0.66310759 0.53621926 0.29166587] [-0.42902929] [ 0.36471623 0.38922912 0.66192667 0.51945388 0.50663244 0.63898812 0.36982176 0.36427367 0.28640852 0.66178289] [ 0.02382405] [ 0.68713164 0.66325237 0.49651168 0.41273712 0.28947774 0.2236188 0.42358486 0.73150266 0.58723809 0.36139919] [-0.41929201] [ 0.31862279 0.46373628 0.48602732 0.65486583 0.53591644 0.74164248 0.44440674 0.49135774 0.56849671 0.44974765] [ 0.08496151] [ 0.55109311 0.60674909 0.47084755 0.54318107 0.38459882 0.27497102 0.52028464 0.6941526 0.43787658 0.425181 ] [-0.34400572] [ 0.33235147 0.61423598 0.45910098 0.62704384 0.39618193 0.63260304 0.39874168 0.55669837 0.43974941 0.52942588] [ 0.8866989] [ 0.65584287 0.64149284 0.44516779 0.55174962 0.30356419 0.22317842 0.46367762 0.61099908 0.56340161 0.41109204] [-0.517606] [ 0.57666358 0.60290348 0.63385464 0.37569905 0.65971053 0.42184279 0.37484241 0.52329226 0.45845718 0.65633643] [-0.30307525] [ 0.54741875 0.3107575 0.59002156 0.31967032 0.52994285 0.50763452 0.39658222 0.40746817 0.33251438 0.39192216] [-0.65296961] [ 0.5700198 0.78651443 0.32162324 0.60759037 0.42401749 0.48201312 0.53884596 0.6992332 0.57359561 0.63303488] [ 0.37716654] [ 0.50455926 0.447597 0.57551203 0.44371377 0.48570111 0.55305082 0.5094053 0.63762584 0.32206576 0.49441556] [ 0.20261892] [ 0.57262772 0.63108384 0.4903911 0.44242604 0.34917594 0.26114885 0.4431355 0.63763389 0.56794651 0.37939317] [-0.09294609] [ 0.74155222 0.60960742 0.42277493 0.40564378 0.2510968 0.22122897 0.44669174 0.6765048 0.52017943 0.25702925] [ 0.13333092] [ 0.31709877 0.58642571 0.43693452 0.62327132 0.38932056 0.60601756 0.35456688 0.43805558 0.45455916 0.5159283 ] [-0.30403647] [ 0.36884018 0.62347031 0.53959323 0.41221343 0.53399052 0.60750259 0.48658964 0.50590358 0.49716449 0.69113352] [-0.75064266] [ 0.4229903 0.49172369 0.45232666 0.48576297 0.39696054 0.44011355 0.41278672 0.54590225 0.36463516 0.38213213] [ 0.77331002] [ 0.44670743 0.52301768 0.4762122 0.32948081 0.40371896 0.30910475 0.50000297 0.48488903 0.51304727 0.35843613] [ 0.17693836] [ 0.56588535 0.28767653 0.62933744 0.32123714 0.51799379 0.57634235 0.433717 0.65697925 0.41882246 0.3656125 ] [-0.39787737] [ 0.74024142 0.39698925 0.62208019 0.29877456 0.43883093 0.402323 0.52778045 0.74536247 0.32370094 0.35565804] [-0.65082364] [ 0.29694589 0.6981179 0.35318853 0.64991054 0.34246387 0.62544418 0.49048684 0.72473775 0.52095047 0.47272042] [ 1.3764404] [ 0.40921117 0.30770114 0.64143918 0.42853729 0.50472158 0.51348465 0.47255588 0.4692083 0.362204 0.35237711] [-0.5044788] [ 0.49930941 0.53891612 0.55213892 0.42624503 0.50668308 0.30249655 0.39979808 0.55016004 0.37732153 0.53413515] [ 0.51160083] [ 0.78363796 0.66703468 0.50927254 0.39192563 0.27450085 0.21218498 0.47121596 0.65540914 0.65606608 0.32600521] [-0.3424358] [ 0.32604668 0.57170858 0.5348775 0.74560947 0.39530397 0.70133912 0.31898525 0.36947805 0.46304508 0.54485832] [-0.42333395] [ 0.33578247 0.4638126 0.50600655 0.47052403 0.53896019 0.46966845 0.44536564 0.30726969 0.46396248 0.38821212] [ 0.40304383] [ 0.71388402 0.69374486 0.56403173 0.28532645 0.45516773 0.4677163 0.44788209 0.73780776 0.57403175 0.53143609] [ 0.04418218] [ 0.7269995 0.71754428 0.58032208 0.44779132 0.44205107 0.36979788 0.50751418 0.69162857 0.644803 0.43659996] [-0.64128763] [ 0.44095142 0.44505124 0.61079633 0.64571644 0.41885666 0.59194721 0.35720411 0.41545871 0.38824731 0.4345064 ] [-1.36470012] [ 0.71292953 0.76512259 0.38390654 0.56435614 0.28454123 0.26012725 0.39462707 0.61554092 0.56500245 0.39780215] [-0.46266131] [ 0.31758156 0.45633699 0.4445233 0.7098006 0.48730784 0.63579862 0.467252 0.4752975 0.31420869 0.47678042] [-0.303222] [ 0.40205287 0.5286123 0.59760722 0.53863006 0.47987631 0.55186262 0.46065286 0.41674144 0.43618934 0.68545501] [-0.42987205] [ 0.49483867 0.73112093 0.41834028 0.53226849 0.22213138 0.43585479 0.43929423 0.64553705 0.54647409 0.48214003] [ 0.06882135] [ 0.40839821 0.60429145 0.53911384 0.40870033 0.55904789 0.54614785 0.38853213 0.4025635 0.60807695 0.56463899] [-0.19889166] [ 0.84202943 0.50187182 0.56652635 0.37580887 0.47988919 0.22216018 0.54140679 0.68758515 0.40399933 0.32352587] [-1.03080806] [ 0.77692524 0.53939738 0.5392137 0.35386146 0.36371722 0.15605229 0.43152682 0.70533569 0.51730131 0.3632398 ] [ 0.01281111] [ 0.74057708 0.69244684 0.4554286 0.49719252 0.52145621 0.28179356 0.51117176 0.65928673 0.62945844 0.26979155] [-1.22158428] [ 0.91149248 0.73531999 0.58433665 0.27994781 0.32391057 0.18360239 0.6508957 0.84644064 0.63536922 0.35356996] [-0.72070083] [ 0.44628947 0.35541393 0.61542077 0.44910871 0.47623089 0.4916614 0.41026694 0.49039065 0.33337529 0.40664502] [ 0.84438386] [ 0.73343268 0.49755874 0.54187254 0.41097124 0.47052383 0.25519792 0.52055718 0.65871679 0.38098336 0.41145046] [-0.16098456] [ 0.47882768 0.58425705 0.54271025 0.58035278 0.53711945 0.54378679 0.4228196 0.55630739 0.60930326 0.45722402] [-0.51105005] [ 0.32269063 0.63667968 0.44707905 0.6285151 0.27194636 0.53297438 0.46440749 0.54955964 0.53557783 0.44817774] [-0.5986593] [ 0.81163703 0.56401068 0.59106103 0.24689121 0.37846383 0.37161836 0.61732694 0.73359721 0.52145856 0.30225713] [ 0.99048864] [ 0.72766898 0.52632251 0.50997505 0.33754261 0.37142641 0.11042862 0.43776214 0.63589225 0.41795921 0.30767307] [-0.1387157] [ 0.24348642 0.53026752 0.55666453 0.53144948 0.50371773 0.65366622 0.48917762 0.40466328 0.44094532 0.64137861] [ 2.03069197] [ 0.49975279 0.67028238 0.46359732 0.44446349 0.4799517 0.52245021 0.44500243 0.51880612 0.56552704 0.49454759] [ 0.10562427] [ 0.43807376 0.59572693 0.49741624 0.5452291 0.41699734 0.42675187 0.52844746 0.62978846 0.44452104 0.39538235] [-0.16054745] [ 0.26467801 0.55529125 0.47193032 0.63516207 0.59010804 0.76164258 0.48733587 0.35086054 0.46066858 0.64534473] [-0.39786738] [ 0.37338555 0.62811419 0.43698737 0.63829298 0.4614508 0.45451559 0.34422335 0.47801758 0.46681205 0.63094229] [-0.23276886] [ 0.21660115 0.39650916 0.66343883 0.47035619 0.52577932 0.75972553 0.43211214 0.24882022 0.36598342 0.57112468] [-0.80298177] [ 0.55654675 0.62485632 0.46026261 0.65613448 0.31241961 0.47222385 0.36794142 0.57844217 0.55281606 0.4098261 ] [-0.32225891] [ 0.81601541 0.59783939 0.56380013 0.4273285 0.28594074 0.1901185 0.43754907 0.71404398 0.61221884 0.26059025] [-0.30081381] [ 0.24259997 0.48080502 0.53356723 0.49235995 0.47779677 0.68525318 0.46695751 0.40609161 0.5132375 0.56531623] [ 1.42710932] [ 0.44445778 0.32786406 0.54931156 0.31733918 0.5137587 0.46128752 0.47957711 0.55304292 0.33597786 0.29417404] [ 0.93979473] [ 0.3715869 0.54581231 0.49539578 0.48109522 0.49187815 0.61329622 0.40397651 0.41910706 0.43172077 0.50515118] [-0.076826] [ 0.3369559 0.54831262 0.44433659 0.61894852 0.46787551 0.62589481 0.49584771 0.623355 0.38754055 0.41170907] [ 0.14104983] [ 0.56598281 0.65628729 0.45712258 0.64372926 0.24102089 0.246255 0.41918462 0.57292116 0.56282505 0.34214275] [-1.15250419] [ 0.6601082 0.70188888 0.52625113 0.55467881 0.47982237 0.39344021 0.48766501 0.6533404 0.51893395 0.49273512] [ 0.59543494] [ 0.6116195 0.63300879 0.48032136 0.39885174 0.46137341 0.50243573 0.51523764 0.49258131 0.58595124 0.48588793] [ 0.02905171] [ 0.31972089 0.41162925 0.54676961 0.46643771 0.48698093 0.56683866 0.49323428 0.35926625 0.38939141 0.70186394] [ 0.88708456] [ 0.76846756 0.5361077 0.65106106 0.31152971 0.49137045 0.32738262 0.50369819 0.67399779 0.41977421 0.37430075] [-1.12545152] [ 0.61995074 0.68176917 0.50733324 0.46194756 0.29197389 0.30581084 0.47340301 0.57289165 0.64720169 0.41789415] [-0.16198292] [ 0.26091492 0.59578258 0.43981179 0.61730709 0.57430272 0.73650123 0.34079435 0.42354698 0.42168388 0.67212318] [-1.00152637] [ 0.57121204 0.67214497 0.42784603 0.61260115 0.48500877 0.45479555 0.40146798 0.66595577 0.58693229 0.43175759] [-0.12903535] [ 0.81292984 0.37727241 0.6415196 0.19997292 0.3803489 0.23024321 0.49507431 0.70132383 0.35356974 0.23996917] [-0.89783738] [ 0.43206959 0.67270088 0.36265257 0.56560951 0.34835257 0.27367521 0.34972253 0.53520106 0.60312607 0.36244567] [ 1.90241942] [ 0.50849134 0.68413925 0.38197278 0.53499686 0.37218108 0.25242007 0.44180684 0.52367848 0.6697631 0.30053321] [ 3.3749583] [ 0.58436082 0.55483062 0.43925644 0.38473568 0.44321805 0.34843133 0.54187084 0.69878621 0.3937862 0.35706436] [-0.45702007] [ 0.79259289 0.35522208 0.63371752 0.37068194 0.49431568 0.21560126 0.47428634 0.72834749 0.34841025 0.36385724] [ 0.40751773] [ 0.59225577 0.62251219 0.46861657 0.64576427 0.38698757 0.51915286 0.50291217 0.61339637 0.53270756 0.4583682 ] [ 0.0260947] [ 0.45481778 0.15402367 0.72443602 0.26580928 0.55691782 0.47879989 0.45470746 0.47211989 0.19945059 0.3659829 ] [-0.26071707] [ 0.2882276 0.6329403 0.37541431 0.64913274 0.43499006 0.58142039 0.44943636 0.53690345 0.4928975 0.59154909] [ 0.13911899] [ 0.77221508 0.6229623 0.6139986 0.30821338 0.53141655 0.32112053 0.48526231 0.69887087 0.50113924 0.43995133] [ 0.09795569] [ 0.60959917 0.77293323 0.51449338 0.5341827 0.34362205 0.4808603 0.51663723 0.62848838 0.66689178 0.50292692] [-0.58645254] [ 0.47140244 0.47668815 0.52564952 0.40511191 0.61849777 0.64688916 0.2917345 0.54338375 0.343802 0.62841917] [-0.66322684] [ 0.5629651 0.77521364 0.52120522 0.53252552 0.38567939 0.54269452 0.53195857 0.62513856 0.69659086 0.56605705] [ 0.48944467] [ 0.71055659 0.6065576 0.51120048 0.44765887 0.3793578 0.15253551 0.36445512 0.68951385 0.56838101 0.25871797] [-0.60279337] [ 0.55184778 0.62204811 0.5542369 0.47290784 0.30146042 0.40683981 0.47409331 0.57680341 0.51134311 0.41848355] [-1.00232429] [ 0.86155349 0.45178245 0.59824792 0.2949177 0.28681069 0.21643746 0.46829068 0.73197535 0.51640828 0.23870934] [-0.11314632] [ 0.53892862 0.37627605 0.56863249 0.3093649 0.47564077 0.47487398 0.448837 0.46206996 0.3533179 0.34752515] [-0.44522261] [ 0.5242887 0.80167519 0.44255203 0.65831912 0.34391881 0.52646392 0.37307015 0.7015854 0.67417634 0.54250772] [-0.11932958] [ 0.28003812 0.7103455 0.44649367 0.6863047 0.51669066 0.8078721 0.35337638 0.46406123 0.45478954 0.7111592 ] [-0.27914588] [ 0.3631492 0.6415084 0.48722654 0.59742734 0.54403506 0.7372924 0.45646044 0.38833021 0.50957026 0.67935092] [-0.88916319] [ 0.60096721 0.641127 0.51740748 0.64960525 0.50632557 0.56975462 0.463615 0.59467622 0.49578158 0.44071252] [ 0.79990659] [ 0.70851915 0.75941881 0.52969248 0.38752492 0.39551665 0.34609841 0.5209371 0.61994074 0.66072696 0.43662638] [-0.19295442] [ 0.25980674 0.39961704 0.48147125 0.64656436 0.50148339 0.55621512 0.37754102 0.38300738 0.37993686 0.59696127] [-0.26909493] [ 0.34749608 0.45252872 0.43595555 0.74087692 0.49048263 0.65404126 0.42432952 0.43236713 0.31218281 0.49507097] [ 1.30800979] [ 0.42327528 0.49842674 0.42019909 0.51842951 0.43636535 0.3976194 0.51280659 0.5408765 0.37647489 0.52102467] [-0.2661006] [ 0.26689705 0.42499106 0.59185106 0.53123412 0.55667334 0.76637613 0.49396544 0.32879647 0.45095759 0.54551497] [ 2.94274414] [ 0.80603914 0.49909533 0.52106587 0.33140501 0.26168376 0.19604028 0.42024627 0.73608528 0.48279858 0.22954929] [-0.32386631] [ 0.28462475 0.67678885 0.39870446 0.63746139 0.30697451 0.52259731 0.42954961 0.45415042 0.63217896 0.52276436] [-0.45151504] [ 0.3427947 0.40660373 0.61121252 0.35790647 0.51169641 0.65674233 0.44461363 0.47809347 0.40802227 0.52897061] [-0.37018619] [ 0.45166905 0.67846056 0.54918072 0.41624689 0.61115301 0.53816538 0.45379732 0.50129435 0.53806288 0.60237444] [ 0.20107597] [ 0.49280817 0.70610101 0.45476363 0.62075097 0.27059576 0.36838193 0.42618195 0.5491248 0.54110668 0.51119028] [ 0.25778159] [ 0.49108597 0.65480674 0.45264383 0.59306744 0.26625804 0.44406232 0.458679 0.68638441 0.51326598 0.49456143] Progress: 7.1% ... Training loss: 0.639 ... Validation loss: 1.111[-0.66820608] [ 0.65808544 0.76338146 0.44378854 0.62354552 0.30457967 0.31431699 0.38940915 0.5667405 0.70994546 0.40436079] [ 0.26385186] [ 0.48368581 0.29561964 0.58024299 0.29137916 0.58708767 0.46101582 0.49340534 0.61636969 0.41179061 0.47216971] [ 0.15854976] [ 0.4962275 0.67915072 0.42569064 0.68354634 0.457287 0.50057644 0.38152439 0.63695395 0.52813207 0.51500411] [-0.09403445] [ 0.36046687 0.498885 0.62311289 0.49885845 0.49746601 0.6187727 0.40997738 0.41257932 0.33954546 0.68643191] [-0.08112255] [ 0.33298121 0.57880861 0.40345596 0.65681449 0.48723018 0.62640673 0.39298267 0.5284092 0.35330541 0.52064729] [-0.28570635] [ 0.44826279 0.55177174 0.58265423 0.53525694 0.45751276 0.62124894 0.50849081 0.55300416 0.38623253 0.43138371] [-1.03842892] [ 0.72464272 0.81435824 0.47538939 0.48425544 0.39007908 0.33329578 0.50002681 0.69646973 0.63842694 0.55967751] [-0.40181683] [ 0.67753246 0.59325863 0.5530424 0.45056547 0.45598233 0.31856029 0.48989959 0.69081 0.49219676 0.37317453] [ 1.13287961] [ 0.81576761 0.51019383 0.5716665 0.27094119 0.4020236 0.22457289 0.52176612 0.71109084 0.41264032 0.28500079] [-0.56132657] [ 0.73001824 0.57567736 0.61106388 0.38008034 0.48720889 0.4487643 0.41876707 0.71639537 0.46557685 0.54156956] [-0.30223835] [ 0.62056531 0.63194286 0.59038434 0.54177487 0.47929655 0.48826645 0.42556543 0.63842837 0.45374241 0.44562592] [-0.78969563] [ 0.52041275 0.49830474 0.57024386 0.4519436 0.51400998 0.43644895 0.46111911 0.49761021 0.44585914 0.46427511] [-0.90706161] [ 0.57718858 0.76263228 0.44538458 0.4846566 0.4725966 0.46919602 0.57381517 0.52469413 0.57466653 0.54261162] [-0.15028885] [ 0.51680106 0.51847628 0.51959343 0.41589475 0.47961877 0.48903232 0.54249055 0.47060671 0.46999207 0.44314935] [-0.72059731] [ 0.69876888 0.57425853 0.58775585 0.30859379 0.53559865 0.37900687 0.50685221 0.72754256 0.51936198 0.39946774] [-0.38338658] [ 0.75885336 0.73778743 0.60127144 0.45687614 0.43358805 0.30534676 0.5587102 0.7011856 0.65693184 0.54814934] [ 0.86013351] [ 0.42362706 0.51482389 0.46560291 0.52821579 0.37233808 0.62722042 0.51306748 0.62616448 0.50044164 0.37451118] [-0.18003819] [ 0.28401424 0.67221848 0.37617654 0.58713637 0.39212005 0.79597486 0.29931981 0.51225542 0.49751698 0.6259344 ] [ 1.41638789] [ 0.79839384 0.55153797 0.58197696 0.2161196 0.44369415 0.19194653 0.61947105 0.70796607 0.56079896 0.2321516 ] [-0.3530564] [ 0.48372542 0.65439759 0.46592598 0.52682007 0.48546429 0.57982882 0.48621887 0.49036825 0.48946614 0.56194718] [-0.37536198] [ 0.34832689 0.50564525 0.46728592 0.43633227 0.5407426 0.62863573 0.29388016 0.43446413 0.31920277 0.54560604] [-0.78786368] [ 0.4952046 0.64255121 0.3981585 0.56532402 0.32886113 0.32142846 0.46981943 0.57680749 0.58346965 0.37658411] [-0.82445178] [ 0.47160539 0.76437647 0.42026558 0.57359419 0.36012719 0.44028084 0.47586782 0.54231557 0.60002754 0.58099347] [ 1.73749407] [ 0.84721947 0.5304769 0.54356372 0.39806225 0.21792905 0.10634952 0.49185282 0.80861599 0.47458555 0.16309147] [ 0.22356817] [ 0.23957334 0.40373627 0.53192414 0.6751932 0.48907816 0.76899347 0.28799546 0.3495603 0.4699914 0.51191763] [ 1.7986203] [ 0.74644969 0.57314855 0.51421735 0.46502927 0.30821135 0.16991262 0.47191511 0.60071781 0.56264058 0.22391223] [ 1.64146284] [ 0.37075441 0.50323438 0.45482361 0.39676745 0.50405458 0.5744547 0.42834542 0.48620376 0.4016507 0.43356725] [ 0.66119847] [ 0.22554576 0.49698636 0.45990753 0.78810026 0.4085525 0.62567634 0.37143572 0.33592701 0.48034999 0.61458652] [-0.3218605] [ 0.47315287 0.46810665 0.53863681 0.51532587 0.45237769 0.39860308 0.43050785 0.44633762 0.45721714 0.53030701] [-0.09850746] [ 0.61757533 0.67296294 0.38358437 0.58188172 0.27995761 0.4005184 0.39778872 0.53327703 0.55062789 0.40234575] [ 0.68485929] [ 0.16757047 0.49451774 0.49202204 0.61060672 0.47745425 0.77473731 0.46813184 0.32166931 0.54668089 0.56974082] [ 2.01325645] [ 0.62872288 0.69598527 0.46982607 0.59430374 0.24338013 0.26429707 0.33289762 0.6096012 0.67191797 0.36661325] [ 0.69331427] [ 0.33800671 0.60662143 0.51676114 0.51877582 0.43272046 0.67720742 0.48229267 0.57721305 0.38805976 0.54334455] [-0.10272328] [ 0.63734147 0.59404344 0.56482074 0.57363501 0.42733235 0.33255102 0.51468071 0.73268522 0.53565247 0.36093026] [ 1.42309389] [ 0.60053745 0.47894009 0.54142239 0.4680169 0.41709399 0.41324975 0.43378472 0.77629875 0.43933985 0.44387152] [-0.57844692] [ 0.45421992 0.33647537 0.70451539 0.38274213 0.48510874 0.59938344 0.42113595 0.51438946 0.40687367 0.51689603] [-0.37110569] [ 0.37977083 0.73404036 0.39867427 0.657634 0.51892283 0.61073156 0.32212908 0.41304947 0.53398531 0.63743535] [-0.53420048] [ 0.44862217 0.68352905 0.37663085 0.65881113 0.23229539 0.35609662 0.36937938 0.54516888 0.58139773 0.36332221] [-0.89464569] [ 0.43480162 0.69712464 0.40895536 0.61675216 0.36354365 0.32531828 0.33419902 0.54271729 0.58318751 0.55024172] [-0.20991953] [ 0.40595469 0.37696855 0.57126293 0.65767483 0.46344059 0.42143502 0.44620987 0.46329367 0.36613709 0.65210416] [ 0.65976698] [ 0.44497928 0.61944986 0.55336678 0.61946962 0.50068638 0.49086955 0.39648649 0.402106 0.5852986 0.50148374] [ 2.59237206] [ 0.77300162 0.56035762 0.50635286 0.4200584 0.35861211 0.14730387 0.50645244 0.6023536 0.55156181 0.1954618 ] [-0.56189234] [ 0.42234894 0.28598023 0.65255921 0.34887934 0.57403555 0.61529182 0.51232561 0.6282054 0.32634404 0.53279557] [ 0.19658512] [ 0.46012505 0.53221691 0.47342641 0.41609958 0.41952645 0.50209684 0.41323424 0.5858676 0.4388798 0.47108837] [-0.75807149] [ 0.50384898 0.67100538 0.42360433 0.66288707 0.52979957 0.50060433 0.33956363 0.55746131 0.55798634 0.48082721] [-0.02596044] [ 0.58763255 0.6765208 0.37539673 0.60529455 0.28103668 0.42829824 0.38612153 0.51692744 0.54965516 0.42062531] [-1.00198648] [ 0.78760859 0.53221991 0.58407571 0.30775654 0.33248623 0.21707352 0.42588633 0.80867944 0.57971507 0.30544866] [ 2.47604251] [ 0.64886604 0.68406548 0.41052706 0.57987054 0.29896663 0.21798193 0.47159572 0.65265732 0.5913626 0.2692744 ] [-0.32879985] [ 0.29322851 0.69599739 0.44583246 0.63878436 0.42627266 0.67829993 0.43805792 0.50425727 0.52545364 0.69213833] [-0.85403214] [ 0.73673891 0.58544109 0.55600162 0.39348908 0.34485423 0.24238535 0.42850039 0.62089695 0.54350512 0.33950673] [-0.71847044] [ 0.59195873 0.72223498 0.45319974 0.60140735 0.3710574 0.47729375 0.42376888 0.59926163 0.46586745 0.50153428] [-0.50457535] [ 0.73860383 0.60705298 0.59906933 0.55383529 0.40915727 0.45606447 0.42017306 0.7571264 0.48550083 0.35698423] [-0.5952563] [ 0.45337338 0.60076253 0.58231534 0.46250575 0.556337 0.53690185 0.36076528 0.52025383 0.44591677 0.60719298] [-0.17802565] [ 0.43472662 0.58884445 0.42795081 0.69834375 0.26655334 0.39675959 0.3134303 0.38494941 0.50517017 0.35590843] [-0.44530743] [ 0.40681735 0.72371409 0.30469085 0.64432472 0.36126052 0.26338817 0.34445268 0.56701053 0.61602668 0.49494864] [-0.4223367] [ 0.70427948 0.63979088 0.50966426 0.30743838 0.51378619 0.4803692 0.39022331 0.66625035 0.45193466 0.4757354 ] [ 1.50256078] [ 0.64466874 0.56861062 0.52761554 0.40581606 0.37602447 0.18387496 0.4304531 0.71417311 0.42553833 0.42201223] [-0.46390074] [ 0.73356894 0.44097004 0.56238129 0.56110863 0.41335631 0.30231389 0.53782074 0.68976074 0.34803719 0.4658974 ] [ 0.49887026] [ 0.60542511 0.64688007 0.49538014 0.49625591 0.26122974 0.25704758 0.46599241 0.73642496 0.49078028 0.36765056] [-0.37847346] [ 0.41258665 0.26851268 0.63759178 0.42014826 0.54340776 0.67058352 0.40979032 0.35463922 0.25795448 0.46437245] [ 0.0726235] [ 0.22128247 0.77072126 0.33693466 0.77939183 0.52498607 0.85273729 0.47733549 0.42783072 0.56257747 0.74248037] [ 0.61607565] [ 0.60155007 0.80768081 0.43088562 0.58844783 0.32705999 0.49189857 0.37139548 0.68032744 0.60690808 0.52854269] [ 0.06123585] [ 0.6499822 0.51503492 0.54398904 0.39970073 0.39644896 0.31294205 0.44048122 0.65657453 0.44892564 0.40827461] [ 1.95499918] [ 0.78860912 0.41425194 0.56838874 0.42187528 0.28843685 0.118018 0.44617258 0.74401591 0.36350192 0.22435989] [-0.08556643] [ 0.57431727 0.50115715 0.55730246 0.41262042 0.44274455 0.33964205 0.41394774 0.49546435 0.3494292 0.48349353] [ 0.14160946] [ 0.63223663 0.44296772 0.53807034 0.48310872 0.35241718 0.34961236 0.51592003 0.7704187 0.37737879 0.26859188] [-0.15872179] [ 0.34414723 0.62395026 0.34911503 0.47820388 0.46522278 0.71656363 0.40998516 0.52911164 0.58495079 0.53078451] [ 0.06794027] [ 0.67988354 0.65132675 0.52936268 0.50770791 0.30185608 0.2633269 0.37306318 0.56250397 0.60253565 0.35858192] [ 0.84779695] [ 0.24758462 0.54867557 0.44457026 0.55438641 0.5326226 0.5931811 0.36943074 0.35363755 0.51000252 0.59767859] [-0.67252391] [ 0.77318755 0.70395884 0.58056614 0.53998147 0.50107755 0.34325858 0.44702328 0.68789635 0.65911285 0.39046006] [ 0.19281287] [ 0.36069632 0.74089713 0.29267362 0.72125047 0.29830465 0.40446646 0.49985463 0.61773364 0.58912019 0.67730526] [-0.34753638] [ 0.35050018 0.75924984 0.33037124 0.68091284 0.27301312 0.51266109 0.523253 0.63531483 0.56871509 0.53208714] [-0.14833886] [ 0.31478654 0.71468877 0.38448036 0.6356521 0.48101185 0.78306321 0.27856689 0.55001383 0.55699546 0.70236084] [-0.92347589] [ 0.64936552 0.50233923 0.55127667 0.40053168 0.46093037 0.43352144 0.50151542 0.64851863 0.38668757 0.41102624] [-1.09199428] [ 0.73557686 0.52400924 0.54534839 0.33595219 0.42178424 0.14571208 0.47917519 0.68936731 0.46370159 0.37419168] [ 1.33650235] [ 0.48203213 0.57748774 0.49653132 0.54846014 0.44232412 0.59789368 0.42032102 0.68830418 0.5370923 0.44809849] [-0.01590546] [ 0.49540627 0.63887122 0.52648524 0.41701739 0.498299 0.45608729 0.44664458 0.55112594 0.54516426 0.66858645] [-0.36480958] [ 0.40972298 0.60170376 0.45702279 0.60668898 0.37175279 0.59370726 0.42007754 0.58545773 0.51103283 0.50672352] [-0.58726177] [ 0.56623805 0.50461121 0.50097997 0.62699505 0.53796594 0.38259562 0.41729847 0.57098321 0.51147303 0.32326559] [-0.59770139] [ 0.58150647 0.25971149 0.68610389 0.31415207 0.5615068 0.50575467 0.42168184 0.50156527 0.24814934 0.49381415] [-0.50130592] [ 0.51427117 0.49215943 0.52231048 0.37082643 0.47838588 0.45841037 0.38314515 0.40873538 0.35420942 0.43440439] [ 0.61244417] [ 0.61364812 0.63273345 0.48100121 0.39821204 0.46045399 0.49987615 0.51580043 0.4947717 0.58643437 0.48404933] [ 0.40030369] [ 0.15551196 0.49591053 0.48257236 0.6951156 0.54797722 0.72691371 0.45230573 0.24591898 0.46871189 0.62228192] [ 0.14163198] [ 0.71868761 0.5805115 0.53416819 0.4041592 0.45073224 0.31676178 0.58502766 0.67247781 0.46390411 0.40078161] [-0.57434781] [ 0.62772015 0.66191825 0.52644443 0.49324601 0.44277585 0.38773894 0.49948081 0.58768609 0.55680848 0.3751208 ] [-0.20438666] [ 0.26491676 0.48191884 0.63812106 0.52978431 0.48225017 0.74236941 0.36522709 0.31919107 0.33981114 0.64796907] [ 0.79535961] [ 0.68682297 0.46686994 0.59337544 0.30485039 0.35253311 0.18520867 0.49846449 0.77033507 0.424182 0.26271659] [-0.24637564] [ 0.61292002 0.72092297 0.45454774 0.58186229 0.40083656 0.54968893 0.38089624 0.60816763 0.54664494 0.52094167] [-0.44160431] [ 0.36485918 0.2601999 0.67887566 0.4587168 0.4980568 0.55804137 0.37718644 0.29489353 0.2796288 0.3706381 ] [-0.3537787] [ 0.45632041 0.45150003 0.59851862 0.28519941 0.58036095 0.47637685 0.45023132 0.37692754 0.38562585 0.51536729] [ 1.32812991] [ 0.43296812 0.56172017 0.43412874 0.55219312 0.4607077 0.36231584 0.49839707 0.62221437 0.55981142 0.56033981] [-0.67941973] [ 0.46976406 0.66035996 0.31975174 0.68655642 0.2880237 0.40163152 0.38879723 0.60558622 0.53289762 0.37533264] [ 0.0905479] [ 0.35700422 0.58053574 0.56967813 0.48384369 0.42052601 0.67583911 0.45920428 0.44649057 0.51732904 0.60486026] [ 0.21664805] [ 0.17757634 0.67469492 0.4420151 0.65025155 0.5118274 0.88518826 0.39890999 0.36076082 0.45637084 0.73344027] [ 0.34970708] [ 0.61522094 0.55892884 0.49289522 0.46532035 0.38075422 0.26552177 0.40189839 0.63288114 0.61458466 0.29322454] [-0.33805746] [ 0.32143072 0.51208453 0.63968661 0.48399759 0.44365682 0.69392635 0.41923752 0.35401876 0.50292112 0.60474112] [-0.82776917] [ 0.42394134 0.7677423 0.36273417 0.62247673 0.33642236 0.36055788 0.39732711 0.51965579 0.49968473 0.52283189] [-1.20505373] [ 0.83797013 0.68086212 0.60721124 0.36400974 0.39567694 0.28725137 0.55791618 0.77970726 0.62225684 0.34668398] [-0.57197769] [ 0.33751049 0.69444199 0.34705809 0.7255022 0.3697367 0.45492842 0.41286121 0.3787301 0.50612875 0.50847674] [ 0.0958722] [ 0.61880738 0.75382277 0.44626968 0.43284556 0.3893934 0.26158005 0.49349845 0.75703021 0.5160853 0.46070865] [ 0.10726691] [ 0.2474974 0.74143493 0.41557486 0.6298423 0.54025566 0.75386636 0.37289658 0.55615585 0.49517442 0.71685926] [-0.24035737] [ 0.71586588 0.54693272 0.56164191 0.37508246 0.47353175 0.25721316 0.60234094 0.6841078 0.42195472 0.36372344] [-0.22189096] [ 0.51036535 0.49059305 0.52212882 0.33956683 0.45860115 0.4303043 0.54777821 0.54173382 0.35572127 0.43835628] [ 0.29260625] [ 0.50661358 0.63572947 0.45116142 0.59022496 0.25369321 0.26843404 0.49201705 0.69741466 0.52416364 0.35556467] [-0.40119213] [ 0.27935258 0.43613194 0.57019096 0.61735954 0.44380157 0.69523613 0.37393923 0.40886848 0.42597194 0.52610389] [-0.51578071] [ 0.35252651 0.49013209 0.61226101 0.43830399 0.4857909 0.64874005 0.42334871 0.38884379 0.46242951 0.56017192] [-0.05312063] [ 0.28943158 0.65573706 0.36064563 0.56372012 0.41464618 0.66210461 0.33840473 0.52879112 0.48038749 0.57516459] [-0.81860122] [ 0.50766925 0.62024801 0.50907602 0.64476138 0.49352138 0.50745062 0.49026345 0.60058679 0.62508768 0.38753396] [-0.41149268] [ 0.73425053 0.58172662 0.57254014 0.51661391 0.31105969 0.18339435 0.44666061 0.63135693 0.56789448 0.40933152] [-0.1139108] [ 0.47431695 0.46603006 0.61018293 0.50917538 0.4434543 0.37516149 0.48743414 0.52795774 0.40778181 0.51226664] [-0.33291867] [ 0.36397933 0.59572885 0.45145136 0.59900266 0.40794398 0.67430586 0.33128837 0.38074056 0.41859533 0.57060988] [ 0.88285002] [ 0.65985385 0.52570961 0.57476338 0.25873835 0.49629683 0.23860463 0.46994815 0.56029103 0.42173699 0.46393765] [-0.66958343] [ 0.6867018 0.6377314 0.38983645 0.33637031 0.34039734 0.30655891 0.56742502 0.71229189 0.55951465 0.27837645] [-0.51871377] [ 0.74102939 0.77413079 0.41784505 0.58640923 0.2797991 0.16082116 0.36595363 0.65398708 0.68028681 0.39992468] [ 1.94082465] [ 0.55123444 0.80144679 0.36992789 0.62997124 0.2681245 0.45138079 0.44606615 0.73465852 0.56298377 0.43223633] [-0.39902821] [ 0.33726516 0.53687116 0.4870379 0.46835608 0.41246077 0.66010779 0.32775577 0.38172817 0.38599491 0.58391671] [ 0.92172345] [ 0.33219387 0.48512806 0.50951488 0.47962471 0.44983742 0.54424112 0.38267079 0.29951909 0.40177241 0.44482492] [-0.30031247] [ 0.63840489 0.69611057 0.54451712 0.38075167 0.44428218 0.43790178 0.56651293 0.70773282 0.58834219 0.50063985] [-0.22522355] [ 0.34571617 0.65371019 0.37218564 0.40833182 0.43851864 0.66184092 0.33771113 0.41091146 0.43178264 0.54538589] [-0.635071] [ 0.47098417 0.71025633 0.50399555 0.5119281 0.53210885 0.57818569 0.44763128 0.48531999 0.62519933 0.56535757] [ 0.38755988] [ 0.79692446 0.51934983 0.59703217 0.25437673 0.40707703 0.13135749 0.54879272 0.69250122 0.52299561 0.22572317] [-0.87035373] [ 0.48808685 0.66356251 0.4390285 0.59709354 0.34046035 0.38214654 0.41832869 0.47373829 0.47912883 0.49950039] [-0.06641483] [ 0.75201716 0.58010039 0.55776176 0.34860288 0.29687739 0.17578759 0.5265111 0.65201229 0.56321539 0.28031963] [-0.06433316] [ 0.25359958 0.64723338 0.37471404 0.5613321 0.47210573 0.65228702 0.3798662 0.43519933 0.5169137 0.52565313] [-0.91061074] [ 0.67907134 0.59730791 0.48927042 0.56106012 0.34326603 0.59803351 0.45494028 0.73394581 0.4658624 0.49984514] [-0.7315114] [ 0.71042399 0.45581778 0.6847468 0.44576036 0.57190777 0.39132996 0.44105966 0.65305464 0.50606119 0.39703779] [-0.38724383] [ 0.42600308 0.66177539 0.51776911 0.53164648 0.41368508 0.62769849 0.35932563 0.51643098 0.55293555 0.64089645] [-1.11954012] [ 0.65855969 0.70201207 0.5254992 0.55549784 0.48066172 0.39639833 0.48705867 0.65176011 0.51825915 0.4949427 ] Progress: 7.4% ... Training loss: 0.637 ... Validation loss: 1.140[-0.70164313] [ 0.51747171 0.65824347 0.454987 0.50358029 0.37417689 0.61725689 0.46166719 0.60079067 0.5234101 0.51647729] [-0.21272317] [ 0.45486635 0.26919548 0.72041591 0.3798022 0.50631146 0.61030924 0.38941964 0.36613448 0.33313226 0.46402938] [ 0.04025599] [ 0.81760444 0.7553258 0.51947819 0.46171839 0.40379154 0.27807491 0.48428528 0.7117821 0.61647376 0.33075871] [ 0.00829948] [ 0.28457161 0.63507372 0.41155695 0.71119605 0.46006646 0.75504135 0.40059992 0.37671678 0.45589084 0.65694333] [ 0.17591074] [ 0.72845601 0.68601329 0.46506676 0.4612193 0.49390145 0.34646065 0.516044 0.70264575 0.59621161 0.31582954] [ 0.80084322] [ 0.5856884 0.74567485 0.49514021 0.58598249 0.33512309 0.54083342 0.50261262 0.73153369 0.57428739 0.52636073] [ 0.21537214] [ 0.70932622 0.7737633 0.45786946 0.38081369 0.39014732 0.43025056 0.59329661 0.69176548 0.61578517 0.53006179] [-0.16047562] [ 0.32878745 0.58741383 0.44741024 0.52092822 0.5861786 0.75149971 0.31415277 0.54948751 0.45605498 0.67333926] [ 0.85273567] [ 0.53616898 0.68126755 0.43123961 0.51777288 0.29230598 0.28871729 0.41501092 0.59951195 0.57282639 0.40868026] [-0.33022003] [ 0.41712214 0.56415807 0.49660385 0.48253345 0.42345202 0.55764303 0.50026175 0.66411602 0.44169111 0.46281376] [ 0.02186786] [ 0.56989608 0.72141647 0.46070224 0.46457279 0.38327917 0.38213099 0.39907602 0.72686747 0.5858697 0.5110551 ] [-0.39800123] [ 0.45563789 0.5278958 0.49098152 0.46200395 0.41561371 0.48242949 0.43788926 0.47974172 0.42570796 0.50895447] [ 0.70649826] [ 0.28767288 0.62791242 0.43079773 0.45867046 0.45973932 0.73213716 0.40737987 0.39967324 0.56645741 0.6410359 ] [-0.25419382] [ 0.86784222 0.39166802 0.68876285 0.29686436 0.49532979 0.22137068 0.5532083 0.69253838 0.45268813 0.20179223] [-0.20251119] [ 0.37660818 0.34764566 0.6418174 0.4166246 0.55342183 0.69247423 0.39907004 0.3940483 0.43929811 0.48978204] [ 1.09131533] [ 0.51226171 0.67356321 0.4812866 0.45536164 0.27552949 0.40646623 0.39880737 0.52662792 0.45047353 0.48446573] [-0.4378526] [ 0.73845478 0.5079163 0.55231723 0.37142207 0.2808581 0.13787711 0.46111735 0.75189189 0.46843083 0.21678653] [ 0.62907193] [ 0.55765889 0.31953313 0.63767678 0.36691386 0.48563607 0.3631125 0.46048692 0.51210324 0.32080631 0.32669704] [ 0.60363068] [ 0.4918503 0.54200941 0.53912997 0.50544106 0.39760329 0.51319723 0.46016088 0.54191234 0.63545522 0.46087801] [ 0.25054106] [ 0.37686786 0.71270298 0.52091161 0.60007863 0.41804992 0.62949017 0.43634531 0.50548824 0.58263503 0.57311517] [-0.36235339] [ 0.46321224 0.53619744 0.59591873 0.37863949 0.58851868 0.49057486 0.53468455 0.49619748 0.50563075 0.52983171] [-0.05242942] [ 0.26905979 0.33744367 0.51575997 0.57233387 0.56663844 0.70832562 0.45088125 0.46129207 0.23548365 0.5126408 ] [ 0.34374201] [ 0.39135762 0.76066606 0.27053957 0.6130016 0.24366273 0.5425241 0.41151238 0.54394855 0.5922215 0.51946326] [ 1.58198817] [ 0.73290766 0.54290012 0.58724328 0.49054862 0.49474043 0.24397979 0.45036957 0.68357124 0.46641992 0.39397759] [-0.09613683] [ 0.28999318 0.66684555 0.36753192 0.57168638 0.41369851 0.64272469 0.38622447 0.42449216 0.53550568 0.57678156] [-0.46314349] [ 0.52657155 0.59176086 0.51505684 0.67348518 0.51905204 0.50356502 0.43207738 0.6193352 0.40330271 0.47987065] [-0.24408083] [ 0.37981397 0.69802659 0.4348882 0.55364795 0.56803097 0.63566176 0.31330905 0.5053881 0.47778176 0.81043429] [-0.18715794] [ 0.37370064 0.59877798 0.43246234 0.61728851 0.48856607 0.68584269 0.36567916 0.59701989 0.56373463 0.55168097] [-0.86598066] [ 0.60841025 0.69071264 0.48415998 0.40464906 0.43708729 0.38193299 0.43906707 0.62471734 0.55326685 0.54728183] [ 0.48731944] [ 0.68212561 0.59461218 0.59429573 0.596782 0.37193274 0.37921573 0.42441568 0.74147176 0.49107904 0.37348371] [-0.5146483] [ 0.47752887 0.63282237 0.45836947 0.5668878 0.45784452 0.69167109 0.410823 0.5513064 0.50008558 0.59730874] [-0.68398305] [ 0.49194856 0.72085195 0.44309284 0.6795312 0.33549933 0.42538984 0.41222154 0.50751887 0.59321913 0.60584686] [-0.15734854] [ 0.5846554 0.72341105 0.42547614 0.61519603 0.37550786 0.41676894 0.45205045 0.72247583 0.49466129 0.63173965] [ 0.35593276] [ 0.51457881 0.64122862 0.40049334 0.53093097 0.3358179 0.36663805 0.36816537 0.62356341 0.52857606 0.35924444] [-0.04922102] [ 0.45097225 0.4961441 0.53645409 0.48518043 0.42770551 0.60001665 0.40137148 0.60275704 0.51573129 0.44417727] [ 0.15283536] [ 0.69781358 0.60267765 0.61764251 0.39192681 0.51278236 0.35186924 0.51605177 0.66033405 0.54115192 0.41774483] [ 0.13734127] [ 0.18931636 0.5522129 0.41594082 0.71418259 0.53649907 0.80306643 0.32730175 0.405501 0.40326399 0.77469286] [-0.9147511] [ 0.47300489 0.65986683 0.37386325 0.6605327 0.31927206 0.36144471 0.41703934 0.52205021 0.57273082 0.45650366] [-0.93553337] [ 0.71870747 0.73660579 0.50742867 0.59484959 0.35859005 0.55213209 0.41576721 0.77077916 0.62747942 0.50643401] [-0.04745358] [ 0.66165527 0.56274986 0.64632894 0.26461772 0.56443228 0.48631355 0.47482328 0.64543035 0.47425527 0.51271423] [ 0.79264625] [ 0.62403539 0.72673754 0.52614887 0.38704916 0.40370231 0.35950277 0.55770997 0.65940164 0.62861972 0.42780134] [-0.92705614] [ 0.48649929 0.54134306 0.52304351 0.56336005 0.44752122 0.45628185 0.47558634 0.61694338 0.43920403 0.3593069 ] [-0.27783461] [ 0.47922068 0.19437751 0.6302888 0.40545175 0.55706266 0.50707928 0.46575096 0.61171822 0.31244977 0.24936953] [-0.66027239] [ 0.85191462 0.66283665 0.64401308 0.42730441 0.42459136 0.32564231 0.50829743 0.80906602 0.66035576 0.37458038] [-0.86227201] [ 0.56119078 0.69599542 0.43231432 0.59078251 0.50424793 0.34076995 0.49416781 0.48954137 0.49086606 0.52856961] [ 1.15963004] [ 0.39195393 0.55088513 0.44458311 0.53528055 0.35938243 0.46105632 0.40515524 0.45325835 0.53926513 0.44982253] [-0.07143793] [ 0.58792601 0.35032951 0.61300004 0.38597352 0.511628 0.24150519 0.59394594 0.49331867 0.42707253 0.23831706] [ 0.08481932] [ 0.5047303 0.37393527 0.52230416 0.47020468 0.53626289 0.50108351 0.61209644 0.60137567 0.34627422 0.24501753] [ 1.29935789] [ 0.87686419 0.5997094 0.63455471 0.22862563 0.38123807 0.17689056 0.60472621 0.7704163 0.48545771 0.23539567] [ 0.90206724] [ 0.48883537 0.45002587 0.5308667 0.46114645 0.48734148 0.35274121 0.43649519 0.4629324 0.32840514 0.62763698] [-0.41724494] [ 0.40856377 0.73847244 0.42770252 0.54414906 0.48438007 0.53344917 0.37674079 0.56653566 0.58577383 0.76001037] [-0.4364775] [ 0.45935796 0.46966169 0.62508217 0.53741073 0.41646646 0.53614673 0.3779258 0.45773118 0.38900386 0.45500726] [ 3.11107207] [ 0.66372334 0.61974534 0.45271155 0.56620973 0.21777094 0.28324471 0.39308464 0.79976517 0.47553258 0.29916852] [-0.44972353] [ 0.40505988 0.61970894 0.55250015 0.51278991 0.4542158 0.61837275 0.36539879 0.49093802 0.45335132 0.63509016] [-0.34918946] [ 0.37766652 0.35031569 0.62326683 0.37759122 0.4988045 0.68262694 0.38451845 0.33996202 0.2854408 0.53571123] [ 0.37732322] [ 0.31147316 0.63947521 0.39676783 0.64638337 0.45446439 0.6756622 0.48070632 0.4339529 0.55164232 0.59222723] [-0.56096328] [ 0.45042354 0.50334845 0.53922799 0.5578401 0.50991628 0.56414918 0.34674672 0.48506645 0.4491703 0.51103323] [-0.19887489] [ 0.8137202 0.59247784 0.53984656 0.30110644 0.296445 0.1188995 0.51031969 0.66982034 0.59180836 0.23017502] [-0.4185867] [ 0.37488425 0.51220238 0.59885774 0.54738299 0.48049255 0.59386208 0.40056426 0.33384529 0.35624495 0.58703074] [-0.62239884] [ 0.54100601 0.68558893 0.5058025 0.70066407 0.42276689 0.4566386 0.30186556 0.60050929 0.46374539 0.60252032] [ 0.11599738] [ 0.38873851 0.64166584 0.51866652 0.56197792 0.3968165 0.76272117 0.45045135 0.61718957 0.42625718 0.55445718] [-0.79339584] [ 0.83810379 0.78282123 0.44978506 0.39767954 0.22119853 0.17133733 0.51563871 0.74670141 0.67817732 0.39693506] [ 0.35659872] [ 0.37301639 0.63420031 0.4148699 0.66376613 0.51135415 0.54171231 0.35261558 0.52657058 0.52470923 0.45615356] [-0.13246209] [ 0.26300871 0.45437468 0.59376926 0.53978063 0.48239228 0.7132559 0.41192344 0.30267346 0.4209521 0.57371757] [-0.2581006] [ 0.69275309 0.3351871 0.68553842 0.32225405 0.40109151 0.35418972 0.48879425 0.6277433 0.45745102 0.27001587] [-0.03639389] [ 0.79400086 0.38850369 0.57966376 0.33465083 0.36900231 0.30757809 0.46618937 0.78175449 0.40709841 0.20685587] [ 0.93183858] [ 0.64047586 0.57697026 0.51245297 0.51956227 0.25318299 0.3197945 0.39076716 0.62542247 0.52519958 0.36286788] [-0.60895185] [ 0.6729616 0.77995052 0.42543413 0.34192821 0.31200464 0.36461816 0.48429117 0.60256129 0.64417823 0.48550619] [-0.3448538] [ 0.49361526 0.73108566 0.417932 0.53260147 0.22270138 0.44107175 0.43898069 0.64391996 0.54600269 0.4851163 ] [-0.70309458] [ 0.83839777 0.83700461 0.56905425 0.37898201 0.34708376 0.29810727 0.62820445 0.7884478 0.77335228 0.449915 ] [-0.47732329] [ 0.40385296 0.63799045 0.50174882 0.55787156 0.32578604 0.47409224 0.36687103 0.49133747 0.39166176 0.53834446] [-0.96585117] [ 0.62698657 0.39200067 0.57222786 0.42543995 0.40731375 0.6252285 0.39677541 0.76436117 0.43517598 0.39017775] [-0.09107392] [ 0.43807404 0.6695311 0.50958428 0.46393516 0.4571335 0.54406359 0.44170175 0.54922824 0.60689579 0.60558378] [-0.66071702] [ 0.52404098 0.70650896 0.40923105 0.51761598 0.38636894 0.26824916 0.37507061 0.63788699 0.54335503 0.57576784] [-0.33772861] [ 0.54209239 0.27309472 0.69242664 0.23246185 0.5559137 0.39111725 0.47413249 0.48148738 0.28041663 0.39985821] [-0.20845678] [ 0.62102611 0.81405745 0.50619415 0.5419582 0.41853469 0.43834857 0.49736391 0.63239494 0.59105943 0.60180269] [ 1.03369985] [ 0.79694712 0.51919462 0.56044644 0.40831695 0.23650978 0.22775875 0.46869919 0.79424644 0.4770551 0.25366953] [ 0.24699484] [ 0.73669071 0.70919611 0.5009167 0.50667143 0.2747189 0.20768708 0.43884107 0.6466896 0.66584692 0.33466507] [-0.30091345] [ 0.42542533 0.34780887 0.55983524 0.39930932 0.58189756 0.61839897 0.39802888 0.54008882 0.45811225 0.40326567] [-1.10117875] [ 0.60017675 0.65413054 0.56584509 0.45715182 0.33455591 0.34118092 0.44864087 0.57490544 0.53518896 0.38320489] [ 0.20262518] [ 0.34378793 0.64563205 0.43143959 0.64037854 0.52653737 0.52782561 0.39870323 0.4717369 0.59210293 0.46652544] [ 0.24759046] [ 0.77908103 0.73780799 0.41221423 0.42379724 0.24323486 0.14694156 0.4458332 0.67152335 0.6691526 0.26306619] [-0.13704217] [ 0.36861569 0.52538315 0.45046831 0.43646376 0.47928968 0.4724786 0.38738865 0.50743192 0.53534709 0.50923231] [ 0.95729777] [ 0.41764459 0.70086739 0.46269196 0.48208945 0.4617971 0.56878473 0.48991203 0.47169282 0.57938767 0.58291315] [ 0.83887507] [ 0.45727368 0.38728857 0.58452273 0.55878807 0.50061061 0.40140997 0.38725098 0.6036374 0.371848 0.32726726] [-0.8076337] [ 0.71159506 0.68948899 0.4168585 0.5876177 0.27613014 0.19490522 0.41338738 0.65228338 0.62075291 0.28746796] [-0.53350968] [ 0.3758975 0.40547251 0.50247033 0.51039174 0.54237694 0.57921361 0.40266071 0.43538474 0.3797947 0.43681309] [ 0.04247248] [ 0.69631814 0.67705054 0.53991809 0.4912091 0.37075288 0.20031916 0.46059387 0.64625358 0.64780996 0.45654845] [-0.86256599] [ 0.64688486 0.50252429 0.55069179 0.40150772 0.46226486 0.43962995 0.50095967 0.6465844 0.38620622 0.41449098] [-0.02757826] [ 0.21296403 0.50305608 0.51698859 0.68392429 0.45681512 0.79006479 0.39368058 0.29205414 0.51338782 0.59538401] [-0.55120781] [ 0.70141056 0.37190112 0.61949213 0.36128672 0.50158971 0.45039044 0.52273297 0.56186046 0.27348733 0.37915 ] [ 0.14368153] [ 0.70634836 0.63746554 0.49583576 0.33453229 0.41590629 0.17599616 0.45920763 0.60477678 0.59569533 0.30297879] [-0.52756423] [ 0.78396576 0.648812 0.59347574 0.30667517 0.49209611 0.37014645 0.5224732 0.75897421 0.69954975 0.39931057] [-1.04935134] [ 0.66727917 0.70945994 0.45982056 0.54982522 0.30780251 0.3793166 0.42540145 0.63297057 0.6256995 0.39259606] [-0.25649002] [ 0.69678677 0.55308628 0.57842102 0.53507728 0.29529184 0.20040195 0.38417495 0.56013232 0.56002634 0.27929394] [ 0.50373235] [ 0.41014206 0.47566409 0.63083229 0.42084613 0.52205847 0.5851854 0.51432648 0.54963008 0.43110157 0.47912664] [ 1.37778208] [ 0.80508433 0.52296557 0.58964619 0.25403574 0.49592831 0.17710732 0.54812642 0.71621272 0.54851043 0.22580517] [ 0.61170445] [ 0.33177703 0.77056805 0.30671545 0.66182217 0.38206925 0.70329717 0.5561756 0.62990955 0.59681051 0.49239215] [-0.84648392] [ 0.52227768 0.73249945 0.41408987 0.64050956 0.2913625 0.31665265 0.3388658 0.56867517 0.46877968 0.55380012] [ 0.3229426] [ 0.48274776 0.5389475 0.61770825 0.4653717 0.48066197 0.53660751 0.44415124 0.58962681 0.58056525 0.55870939] [ 0.16478686] [ 0.48311808 0.28923711 0.66733465 0.4945279 0.46176957 0.48796971 0.44455028 0.46985173 0.2995074 0.40423744] [-0.48315123] [ 0.33293094 0.70993364 0.43688659 0.70701237 0.33716478 0.57051799 0.40308726 0.51453154 0.55608619 0.58621554] [-0.40007762] [ 0.49076866 0.52293381 0.44708612 0.49776979 0.25710315 0.40262619 0.44930065 0.5704936 0.42064353 0.36270295] [ 0.06565733] [ 0.35140519 0.69915268 0.43067359 0.48959024 0.44324106 0.67888242 0.37272503 0.35294086 0.49153454 0.66160437] [ 0.98443321] [ 0.68177071 0.70214207 0.5721393 0.43541214 0.47935997 0.3305577 0.4694184 0.74357173 0.55831808 0.47001505] [-1.07360205] [ 0.57773952 0.6883114 0.39950733 0.6751056 0.30503662 0.25016146 0.36588774 0.50633196 0.49290137 0.38867799] [-0.41432363] [ 0.58607914 0.61766338 0.48738617 0.51295145 0.27008633 0.44577378 0.46400692 0.59176074 0.56994538 0.36385837] [-0.23354274] [ 0.32301603 0.36767015 0.63733926 0.44444925 0.54269219 0.5827704 0.42117798 0.38416855 0.46293528 0.61317894] [ 0.18679369] [ 0.78316653 0.6224139 0.5817345 0.36793155 0.52188894 0.21870537 0.48370063 0.67895611 0.53735034 0.44254007] [ 0.92647463] [ 0.40434747 0.46996229 0.60357568 0.49466945 0.43827708 0.46587929 0.38749091 0.54648322 0.40383729 0.45057575] [ 1.90346029] [ 0.68610669 0.70991043 0.44402353 0.38543066 0.31896483 0.19002734 0.45408846 0.69958685 0.61144488 0.32013055] [ 0.12659985] [ 0.70477172 0.54523223 0.53249512 0.4617993 0.49580283 0.24187885 0.48740794 0.62961338 0.55789794 0.37244705] [ 0.13493834] [ 0.30074219 0.50605625 0.52086365 0.54943022 0.43478866 0.6206727 0.4675993 0.43154178 0.45060715 0.50656348] [ 0.61488014] [ 0.775481 0.75217091 0.54398006 0.45127388 0.37092486 0.33886263 0.61292157 0.71825201 0.69207878 0.37625401] [ 0.23942129] [ 0.72921759 0.59662622 0.51196007 0.55404764 0.36939786 0.30769405 0.50504992 0.65102046 0.46588005 0.37503029] [-0.09920162] [ 0.48820171 0.59402645 0.42876093 0.68991578 0.40858286 0.60174045 0.52049393 0.56115183 0.44149167 0.50889051] [-0.39138975] [ 0.34970848 0.47484657 0.385669 0.6403991 0.46847976 0.38957162 0.4776243 0.58233401 0.40891928 0.53992893] [ 0.8845271] [ 0.60929893 0.66430416 0.57194733 0.58950879 0.51628567 0.52023426 0.43636519 0.58957613 0.49021472 0.5117682 ] [ 0.33225785] [ 0.68451643 0.64627601 0.57038056 0.44938809 0.37063491 0.22720111 0.47825406 0.64199064 0.65930049 0.3563906 ] [-0.36631693] [ 0.49989538 0.30441742 0.65978488 0.33061063 0.57071512 0.64004851 0.38965423 0.4300389 0.32838048 0.51319736] [ 2.18750374] [ 0.69648756 0.4747256 0.5509644 0.35621532 0.34858946 0.26652952 0.49453637 0.71334757 0.35217854 0.23235354] [-0.36660039] [ 0.36968583 0.47993858 0.49484836 0.55993064 0.4738673 0.66267935 0.38256927 0.5533635 0.49277778 0.45808916] [ 0.73159346] [ 0.51047161 0.5386893 0.52570746 0.45583824 0.42616521 0.40384618 0.4988156 0.62116189 0.4372609 0.32946844] [ 1.80808983] [ 0.4803987 0.81425283 0.36275609 0.6499876 0.28446684 0.32849786 0.36356782 0.59932356 0.52999702 0.60383669] [-0.43109904] [ 0.68042946 0.66182579 0.52930811 0.53208224 0.47479751 0.32899394 0.44316522 0.63051086 0.57234577 0.34749274] [-0.05362429] [ 0.42594069 0.76319106 0.28479862 0.6234435 0.28299349 0.49445055 0.42937318 0.49492419 0.62653832 0.4720203 ] [-0.31678023] [ 0.78968544 0.63089628 0.52092086 0.28988662 0.3607374 0.2218919 0.45084504 0.7514878 0.53336868 0.40891604] [ 0.01858867] [ 0.37314169 0.73103178 0.40872393 0.66889306 0.38858411 0.68817324 0.5196678 0.62892209 0.60271732 0.51904508] Progress: 7.7% ... Training loss: 0.632 ... Validation loss: 1.110[-0.83033516] [ 0.52888566 0.72184823 0.40179954 0.64370118 0.27640681 0.28386826 0.45566999 0.67507847 0.49416476 0.67434083] [-1.28579217] [ 0.62425019 0.68464611 0.46521865 0.47256011 0.37440174 0.25787334 0.49075513 0.6015671 0.54009477 0.40254624] [ 2.87296109] [ 0.74237575 0.46288106 0.50101515 0.29399785 0.37539166 0.12025537 0.48691205 0.66371602 0.53014176 0.16158351] [-0.27482458] [ 0.45821618 0.46323479 0.5330522 0.40280189 0.52249853 0.51215813 0.45240636 0.38051159 0.37412357 0.5068009 ] [ 0.08485703] [ 0.48657868 0.722946 0.3569843 0.71237374 0.2589561 0.33030526 0.32885477 0.58441306 0.61075968 0.42736096] [-0.19921752] [ 0.85394756 0.50700166 0.61638134 0.22997004 0.35833816 0.13705641 0.56277669 0.69340976 0.48254259 0.19585028] [ 0.08860312] [ 0.6451185 0.55866295 0.56753197 0.40777743 0.45660971 0.26834796 0.63563171 0.64334214 0.54652441 0.29965183] [-0.04980949] [ 0.53549622 0.22658437 0.65857365 0.4739327 0.51159142 0.37777953 0.41916175 0.48694917 0.31008754 0.52808497] [ 0.9716619] [ 0.43462123 0.69952398 0.47425232 0.6098551 0.40937957 0.6205043 0.47763186 0.5763677 0.47102454 0.506516 ] [-0.13136747] [ 0.53219689 0.27255372 0.59408767 0.33369196 0.44377486 0.44326785 0.42004805 0.54556849 0.26535992 0.411542 ] [-0.08383225] [ 0.84488222 0.73350258 0.51510207 0.48277759 0.38049634 0.23214691 0.47359756 0.79351457 0.61252081 0.38709325] [-0.38985401] [ 0.36537078 0.65924868 0.44887101 0.65868554 0.54612737 0.52495122 0.37459927 0.30427573 0.43130839 0.57766724] [ 1.0183901] [ 0.67741123 0.35720734 0.68233612 0.30126486 0.45463409 0.32503291 0.5326124 0.7388019 0.39770731 0.28449252] [-0.31883345] [ 0.73727913 0.54711804 0.69067874 0.36973509 0.56659466 0.37550518 0.50005923 0.6513527 0.51548879 0.45094502] [ 0.19371873] [ 0.72811327 0.54226541 0.60745569 0.54144311 0.53303482 0.27404202 0.49350274 0.60554122 0.62806262 0.26541804] [ 0.00895336] [ 0.77452364 0.53414447 0.54005801 0.3944198 0.35299198 0.1487447 0.46566671 0.66374479 0.43551478 0.28548756] [-0.42378228] [ 0.48346562 0.55145599 0.51291507 0.59339937 0.43175463 0.56003007 0.41049252 0.49252001 0.44875615 0.49635774] [ 1.09220144] [ 0.78555313 0.58530644 0.39439822 0.50654024 0.27292768 0.16392621 0.4775805 0.66582891 0.53694678 0.30266571] [-0.13292898] [ 0.38415138 0.66261261 0.43930994 0.40339251 0.48954892 0.68421467 0.41686962 0.39496309 0.4463689 0.66924594] [-1.01110913] [ 0.77276024 0.62433807 0.54411971 0.49060496 0.27042883 0.21021147 0.45425609 0.69878891 0.67504037 0.29847232] [-0.53039575] [ 0.40905499 0.73865368 0.36111201 0.60235467 0.41779447 0.6264674 0.48656087 0.48851412 0.64003908 0.57027219] [ 1.15398288] [ 0.72110918 0.52355393 0.51219338 0.33626195 0.38056027 0.11463035 0.41138518 0.66354188 0.50852526 0.21067564] [ 0.79661314] [ 0.63853902 0.72215603 0.55332 0.47375162 0.37180445 0.45121014 0.5304999 0.62552838 0.62238852 0.47212363] [-0.82788073] [ 0.55087388 0.65616351 0.50098315 0.61962574 0.53377548 0.43653598 0.40703805 0.55742332 0.44830105 0.49394459] [-0.84024446] [ 0.71523636 0.66891053 0.43275824 0.53252919 0.26500191 0.16996033 0.46835566 0.66354725 0.63025027 0.23905079] [-0.58989221] [ 0.53434472 0.69977669 0.46129309 0.59600469 0.49506047 0.69010048 0.53035069 0.64092219 0.57107537 0.48683475] [-0.2438328] [ 0.36541354 0.64078645 0.56775851 0.62894227 0.59084394 0.73423378 0.43931387 0.4957452 0.53195241 0.65266944] [-0.44596009] [ 0.51136845 0.69110271 0.49037779 0.55044901 0.27808788 0.41558725 0.40290392 0.47157044 0.63155043 0.48345749] [-0.12518349] [ 0.45103961 0.33943578 0.64428669 0.36843508 0.49572614 0.55134665 0.47987653 0.39946122 0.47554804 0.41302706] [-0.74208] [ 0.49015404 0.5347409 0.53869152 0.43232212 0.5123825 0.55693183 0.49774402 0.52877137 0.44960942 0.51327815] [-0.20781123] [ 0.36867079 0.53374235 0.46525875 0.44996708 0.51940529 0.58335631 0.47306953 0.42058912 0.45139993 0.49440461] [-0.43561035] [ 0.62566645 0.61166131 0.4855828 0.36229613 0.34206368 0.27768951 0.53025981 0.57393889 0.55241884 0.45007945] [ 1.16826188] [ 0.65680534 0.78493267 0.46757251 0.64181161 0.38116582 0.44673172 0.40558968 0.7109704 0.57858287 0.48403951] [-1.13390934] [ 0.6036806 0.4428918 0.55836801 0.3153448 0.56042704 0.38825669 0.45838205 0.6092211 0.44543827 0.44430439] [ 0.21801364] [ 0.27466104 0.74103861 0.38080347 0.67433166 0.40513742 0.68662188 0.41129815 0.56672902 0.54038795 0.62593545] [-0.26105974] [ 0.65117821 0.50977205 0.49829725 0.45321019 0.45230103 0.17350759 0.39947252 0.56236356 0.57245682 0.2073173 ] [-0.72943483] [ 0.66440374 0.43930673 0.55344875 0.43806851 0.53952182 0.33669363 0.50073344 0.57997465 0.42130399 0.43954736] [-0.24347694] [ 0.76923582 0.58194857 0.63128332 0.34572309 0.48918526 0.2170489 0.59919 0.76126664 0.52780841 0.30794689] [-1.1242776] [ 0.50330293 0.63452271 0.45418058 0.43044385 0.39724906 0.26929773 0.46779131 0.54006505 0.61886145 0.48219541] [-0.28105487] [ 0.36546523 0.63044056 0.51388031 0.55013305 0.60006629 0.58479544 0.3791602 0.4349019 0.49461541 0.71647999] [ 0.92819057] [ 0.41751876 0.70096161 0.46252375 0.48226738 0.46198019 0.56945243 0.48981058 0.47157204 0.57926734 0.58325516] [-0.77796838] [ 0.80202517 0.42819839 0.71919249 0.27844695 0.54385963 0.30231998 0.49543643 0.7493935 0.46647122 0.36240034] [-0.33632923] [ 0.24404712 0.34456364 0.63907546 0.57428694 0.46948821 0.68484674 0.38249092 0.28707648 0.34148503 0.43803223] [-1.34284553] [ 0.7884604 0.54722573 0.58344554 0.39880527 0.23342199 0.18203779 0.49191286 0.78268206 0.64255672 0.25757077] [-0.56264834] [ 0.70837166 0.74246851 0.36154224 0.49877954 0.21153686 0.33898758 0.43508298 0.66794823 0.59713982 0.40031759] [-0.92078005] [ 0.50955376 0.6985279 0.37063153 0.67438207 0.34394308 0.33590379 0.44544006 0.39427641 0.58231106 0.41240094] [-0.30226327] [ 0.59801811 0.49155776 0.55261898 0.46816566 0.50817695 0.60454785 0.50082349 0.58368113 0.36150808 0.5750852 ] [-0.85487074] [ 0.60064681 0.81887973 0.44994756 0.60716489 0.41725798 0.46138502 0.51097234 0.59351432 0.59779401 0.58944646] [-0.17225001] [ 0.24547407 0.36839014 0.54839876 0.57857444 0.51815992 0.62766415 0.39814158 0.35801058 0.3766226 0.62251763] [ 0.25252499] [ 0.19551281 0.51000094 0.41738906 0.66084284 0.41495537 0.76896783 0.31181827 0.25903203 0.44101133 0.55171659] [ 0.4819019] [ 0.61327226 0.64516528 0.4992139 0.49161496 0.25802194 0.25133866 0.46926141 0.74237556 0.4941538 0.36149715] [ 0.23154435] [ 0.39021936 0.68504714 0.34295452 0.54031131 0.41647982 0.83061951 0.32754252 0.6292372 0.55966407 0.6445974 ] [-0.24090367] [ 0.26215855 0.51513675 0.48886959 0.5915267 0.51477367 0.58210251 0.46517918 0.36805346 0.39487334 0.49892868] [ 0.21195681] [ 0.32914178 0.62504691 0.35404744 0.62987976 0.50473122 0.71727194 0.40873154 0.53256739 0.61427389 0.47441207] [ 0.42252515] [ 0.21225603 0.49909737 0.43683304 0.70451335 0.45011774 0.60312609 0.32542603 0.29331612 0.50266654 0.57273489] [-0.36546795] [ 0.40520455 0.40848799 0.60197216 0.42131263 0.50358947 0.66178754 0.39442147 0.52609104 0.46437327 0.48764234] [-0.66541833] [ 0.4897923 0.68086781 0.46184187 0.58496442 0.28468583 0.34727451 0.35306781 0.55542145 0.43509784 0.43117991] [-0.66530129] [ 0.48938798 0.76645027 0.38771563 0.70672348 0.29105631 0.5736646 0.44321239 0.66485932 0.62318889 0.47812466] [-0.49849283] [ 0.66635131 0.59632163 0.54760927 0.35075761 0.43306003 0.37633901 0.55895081 0.75246236 0.44874701 0.45491148] [-0.45813549] [ 0.70404698 0.48768856 0.58524803 0.44276121 0.5407703 0.23550363 0.48277114 0.67358799 0.48386189 0.24556696] [-0.22741861] [ 0.33314899 0.54597382 0.44865123 0.46697334 0.5093619 0.56305067 0.43217693 0.43760304 0.43896558 0.48267511] [-0.7895439] [ 0.39572891 0.69359753 0.39155313 0.65937674 0.36768876 0.54311469 0.50480289 0.53412039 0.66586383 0.36131689] [-0.06585389] [ 0.30003095 0.54792207 0.54595027 0.57306184 0.56797087 0.82170064 0.36232703 0.4588185 0.47479942 0.72252996] [ 0.02873621] [ 0.25046498 0.62706247 0.37750141 0.64730942 0.54905562 0.84101495 0.33722123 0.44186954 0.41639652 0.72123799] [ 2.19014345] [ 0.65987802 0.67305166 0.4240434 0.42245023 0.35626436 0.19979924 0.45294843 0.68302638 0.58043799 0.2952726 ] [-0.24771685] [ 0.31244347 0.54001303 0.47108456 0.5847079 0.45738102 0.55650553 0.39328949 0.37488017 0.4982005 0.47960335] [-0.02501741] [ 0.67946232 0.76546219 0.47849153 0.4666895 0.4325452 0.33917798 0.55798136 0.66924992 0.66062856 0.39090034] [ 0.7553598] [ 0.54044848 0.53376798 0.56764931 0.41854739 0.44557227 0.47802197 0.47014362 0.56693188 0.37776013 0.48518886] [ 0.13975511] [ 0.38846063 0.34507863 0.68215163 0.40294068 0.54106144 0.67654906 0.45993547 0.39541075 0.46799807 0.50614124] [-0.34298398] [ 0.37383239 0.7227197 0.37656201 0.64853721 0.42353237 0.78396296 0.35178375 0.64039824 0.47024739 0.66195607] [ 0.0278471] [ 0.38437352 0.44409184 0.58513865 0.41765521 0.50480122 0.44167843 0.40814538 0.52818182 0.35984371 0.45449714] [-0.92688115] [ 0.47942551 0.63235856 0.50635559 0.47197574 0.43675063 0.40131391 0.42128678 0.49245587 0.58345469 0.47514226] [-0.76925306] [ 0.47729843 0.83138666 0.31297878 0.65128929 0.37049159 0.39438572 0.30326914 0.62614111 0.60616925 0.70640882] [-0.16179946] [ 0.79009439 0.63701184 0.5283292 0.30693591 0.34029156 0.18377373 0.40243519 0.79827213 0.63705702 0.29847531] [-0.32721731] [ 0.34397015 0.47954805 0.57680582 0.50137693 0.51327549 0.54617512 0.39785306 0.37430861 0.44825442 0.5149797 ] [-0.73991533] [ 0.44151076 0.58610636 0.39529642 0.53390693 0.3809943 0.54382198 0.35910156 0.58085875 0.44557205 0.52198681] [ 0.07169615] [ 0.58956923 0.47855644 0.55626279 0.54379245 0.46533221 0.36581491 0.40849096 0.49249465 0.42640126 0.41839166] [-0.6657628] [ 0.52428985 0.41006262 0.62316869 0.41379383 0.46420045 0.39045332 0.43469441 0.55468386 0.40314965 0.384727 ] [-0.23822269] [ 0.4017611 0.52189768 0.38893489 0.68500807 0.44202289 0.51536182 0.41625453 0.54186739 0.45141234 0.43802341] [-0.77386858] [ 0.69837565 0.7761694 0.43224469 0.46263229 0.23780826 0.30377892 0.42596656 0.75577801 0.64970673 0.43753966] [-0.30726274] [ 0.32491427 0.6076041 0.37535312 0.63401898 0.45148232 0.69186786 0.39476591 0.66004547 0.56000899 0.7115379 ] [-0.507267] [ 0.52568413 0.63751974 0.54148867 0.35240482 0.55023694 0.58084471 0.37946744 0.47981851 0.42335818 0.60436292] [ 0.88276224] [ 0.72581178 0.63716134 0.47617131 0.52444276 0.38789573 0.349675 0.53759755 0.68631075 0.47942344 0.42826872] [ 1.88834867] [ 0.49219992 0.78956348 0.38740021 0.61949818 0.4566604 0.55563945 0.50515763 0.58252096 0.72084264 0.51920127] [-0.0206291] [ 0.74803254 0.70371868 0.49696058 0.38642674 0.36106155 0.19413309 0.49382188 0.79390115 0.61796805 0.38700123] [ 0.61810513] [ 0.39934885 0.55328468 0.4227938 0.59869162 0.33165477 0.29965824 0.36097632 0.50367905 0.50259402 0.34247791] [ 1.38260101] [ 0.79428001 0.59411754 0.52385643 0.47948764 0.3146334 0.14118977 0.50562556 0.61259047 0.55772636 0.24309351] [ 0.1074403] [ 0.49537473 0.68718816 0.44229869 0.57626064 0.31794285 0.35010512 0.44754243 0.63309355 0.59982849 0.47909553] [-0.83795426] [ 0.46747523 0.52529266 0.44762673 0.57601135 0.405374 0.4285265 0.39039721 0.57268541 0.53418514 0.33854822] [-0.79112825] [ 0.61219492 0.74548807 0.40699664 0.59301607 0.22116272 0.31818771 0.40554235 0.65055449 0.65406333 0.38027968] [ 0.55202067] [ 0.49343115 0.63097706 0.50390561 0.59358036 0.44153953 0.41650007 0.42906912 0.65521274 0.52205486 0.54462319] [-0.13119441] [ 0.3149931 0.60944793 0.51130666 0.67720367 0.55045575 0.65856367 0.39866663 0.33216385 0.51151991 0.56911704] [-0.91352613] [ 0.59109313 0.60954794 0.5405008 0.57262766 0.34873795 0.43342543 0.43403738 0.54796429 0.52867165 0.4427222 ] [-0.69374239] [ 0.45176043 0.41317365 0.50281826 0.43820025 0.60649975 0.38851842 0.47409256 0.45806562 0.36243913 0.68121017] [-0.37359656] [ 0.51629916 0.57591262 0.4936766 0.52010189 0.46077318 0.55307105 0.49621706 0.4982997 0.44237446 0.5053853 ] [-0.45934592] [ 0.55806695 0.55428126 0.59510652 0.44379055 0.43158279 0.45377835 0.53138654 0.6528789 0.35563737 0.47853442] [ 0.22437171] [ 0.45828095 0.53251596 0.47273185 0.41702738 0.42060758 0.50508298 0.4126775 0.58377073 0.43830774 0.47315073] [ 1.56130141] [ 0.7176194 0.59109528 0.51954108 0.3904231 0.29847566 0.2565903 0.4341827 0.80484672 0.49944566 0.31922761] [-0.96401625] [ 0.44446406 0.49478595 0.48925761 0.52545548 0.37288024 0.33278932 0.41029378 0.55434714 0.43602831 0.35071497] [ 0.06341705] [ 0.24307412 0.39090045 0.4459375 0.61027442 0.59322672 0.56125666 0.43764917 0.3448012 0.34742332 0.69626794] [-0.15162186] [ 0.73597819 0.60374199 0.52253195 0.36210842 0.32803809 0.1943869 0.47038216 0.65814518 0.4811255 0.390889 ] [ 0.20253963] [ 0.23601394 0.6388688 0.38251006 0.74540153 0.4453118 0.70914059 0.4942151 0.43497269 0.52018786 0.64524834] [-0.12044863] [ 0.66794754 0.60154443 0.45145327 0.37803708 0.32482054 0.21196286 0.54851894 0.79331734 0.51615277 0.21963362] [-0.52253003] [ 0.3447138 0.34134999 0.64496995 0.45138989 0.53900436 0.53652758 0.54038119 0.39146379 0.35251176 0.6527644 ] [ 1.15181614] [ 0.60160833 0.60325418 0.4245029 0.39114988 0.37519947 0.27694026 0.6228661 0.71930337 0.55577217 0.49984687] [ 0.22153255] [ 0.27915889 0.57027098 0.39787035 0.65481126 0.4987253 0.68825232 0.47155024 0.60947016 0.48799176 0.62606468] [-0.33886353] [ 0.29815392 0.56478748 0.4832758 0.65187644 0.43703185 0.62155831 0.3758914 0.46634113 0.52076776 0.49974699] [-0.23505726] [ 0.68722515 0.64855886 0.4651981 0.57608328 0.28408857 0.24815758 0.35159883 0.62662457 0.59146216 0.31323164] [-0.10173011] [ 0.57575152 0.79434182 0.41278972 0.60183723 0.39927643 0.59465907 0.3761877 0.58562605 0.60510541 0.58692253] [ 2.44895922] [ 0.56176175 0.48953331 0.48197448 0.41851205 0.33806852 0.19106819 0.46354026 0.70167307 0.49693352 0.21476085] [ 0.46727508] [ 0.21815758 0.53155012 0.4377553 0.7169238 0.53898717 0.66150677 0.45866981 0.34709462 0.42657847 0.52051633] [-0.27221131] [ 0.41542148 0.53148493 0.51144349 0.49959903 0.40047973 0.61541781 0.352756 0.4042619 0.41303594 0.49366739] [ 3.4543866] [ 0.76228971 0.58937602 0.55602044 0.26238909 0.40764279 0.20922427 0.546105 0.76677724 0.61508186 0.25169386] [-0.58840892] [ 0.38608329 0.49745297 0.45559118 0.54680595 0.42912355 0.43958413 0.48228768 0.56215665 0.43561375 0.42217294] [-0.81749575] [ 0.77079925 0.59885976 0.55294656 0.32072118 0.36249951 0.1141322 0.49439505 0.76761837 0.50482104 0.34834744] [-0.66007951] [ 0.77834671 0.54273285 0.58070315 0.41062572 0.39664082 0.42540191 0.51507157 0.75236015 0.39185473 0.3458731 ] [ 0.4799856] [ 0.43963924 0.54740399 0.4723486 0.29175654 0.39670303 0.53940774 0.43399468 0.54081463 0.45708703 0.50623514] [-1.17818145] [ 0.62867858 0.74551393 0.41875654 0.59649123 0.29781313 0.2616608 0.43471679 0.5437488 0.55561225 0.4494829 ] [ 0.72214986] [ 0.76041709 0.60818388 0.63363183 0.37384305 0.48563229 0.28882444 0.46042762 0.62963928 0.53616263 0.33270505] [-0.59453737] [ 0.4911668 0.68112496 0.55314186 0.71915763 0.46909714 0.63505545 0.40020715 0.55302402 0.5748751 0.56349197] [-0.30053857] [ 0.30499297 0.54323214 0.39197123 0.73866269 0.47545055 0.60382322 0.38799428 0.45302298 0.4591856 0.4463914 ] [ 3.17744816] [ 0.52554586 0.75631935 0.37083908 0.52417961 0.31394324 0.32323584 0.44840116 0.6107325 0.58828932 0.42110052] [ 0.20331318] [ 0.43529466 0.75439955 0.36048484 0.69507299 0.28636122 0.47274811 0.45063785 0.46717497 0.62056244 0.50811703] [-0.33490566] [ 0.61401038 0.47959006 0.47613978 0.52275609 0.38313398 0.42270611 0.50799952 0.59767607 0.37505022 0.4601445 ] [-0.4729562] [ 0.45245175 0.61970875 0.53006032 0.62442202 0.5968447 0.56041238 0.4726674 0.48369566 0.54844878 0.61780872] [-0.12992293] [ 0.35998468 0.57892982 0.60126199 0.48827507 0.56571513 0.61755124 0.36946903 0.36653251 0.48487628 0.71613046] [-0.35005867] [ 0.40216655 0.53242606 0.56961774 0.50374203 0.46615362 0.42814406 0.45030966 0.4238547 0.42880213 0.47987305] [-0.30033621] [ 0.31712922 0.47172944 0.57899394 0.49357565 0.48621387 0.69186402 0.40257812 0.43909476 0.39643402 0.62644345] Progress: 8.0% ... Training loss: 0.635 ... Validation loss: 1.159[ 1.69367424] [ 0.62453073 0.54962426 0.39564937 0.52556604 0.25928213 0.15580969 0.49145553 0.65778596 0.46381617 0.40889929] [ 0.3677908] [ 0.36568774 0.49034726 0.51645978 0.51983129 0.50611652 0.67579328 0.42658607 0.54070107 0.59228108 0.49659623] [-0.19511722] [ 0.31703771 0.55961733 0.50603333 0.71305963 0.50366258 0.62706437 0.35550516 0.30350253 0.39595925 0.5634645 ] [-0.12400644] [ 0.37735412 0.412523 0.50066477 0.55660365 0.39002673 0.31113344 0.46851398 0.54088401 0.44643033 0.33999662] [-0.51562062] [ 0.30328996 0.61173035 0.43555729 0.64250046 0.34203486 0.55890068 0.48225701 0.50208934 0.57154212 0.47862626] [ 0.10899636] [ 0.55514288 0.4397004 0.54700733 0.65628472 0.46730602 0.50612656 0.50698764 0.52481492 0.50878996 0.38422578] [ 2.29107426] [ 0.51816601 0.49244104 0.47763591 0.39694087 0.36473573 0.56321495 0.51238287 0.68501249 0.47261838 0.34932814] [-0.57748862] [ 0.46883482 0.36480596 0.63739089 0.4599125 0.44755624 0.65354955 0.36596179 0.51079323 0.34680801 0.46758596] [-0.38656683] [ 0.50900018 0.71491397 0.40067047 0.56422974 0.49871641 0.67986727 0.4065782 0.58693984 0.43647686 0.70683036] [-0.45858748] [ 0.60953004 0.27064689 0.55520096 0.49133285 0.41205541 0.34307432 0.37361475 0.66940477 0.27791303 0.21096309] [-0.2651139] [ 0.48489471 0.64255824 0.50625838 0.69734513 0.44097486 0.5604923 0.34306147 0.59680172 0.51857734 0.54914637] [-0.37074688] [ 0.43091173 0.68226235 0.40016523 0.64877343 0.40162036 0.48768041 0.41383456 0.52554505 0.56350282 0.44431445] [ 0.72505438] [ 0.64674378 0.54632863 0.5506161 0.37924175 0.3031327 0.26983341 0.51420092 0.61850365 0.54454957 0.32823444] [ 0.30714589] [ 0.36400388 0.5433059 0.41319481 0.38917056 0.45134333 0.51075902 0.41235031 0.42606104 0.40460043 0.50223791] [-0.09621573] [ 0.61619261 0.59254362 0.45763033 0.40319084 0.33586846 0.23028258 0.49168937 0.66398894 0.59587728 0.35774126] [ 0.78231828] [ 0.38199836 0.67464061 0.37289766 0.65066073 0.50557474 0.70551101 0.46950338 0.50277228 0.45389263 0.68586953] [-0.25821005] [ 0.58188759 0.37606145 0.67126992 0.34834354 0.58124606 0.41813017 0.39601929 0.56327733 0.41610015 0.44902818] [-0.66860875] [ 0.54361046 0.71209977 0.42392755 0.69445704 0.32284158 0.32989879 0.38669319 0.53261663 0.58668375 0.5089653 ] [-0.1663861] [ 0.40120319 0.68748276 0.37020654 0.57705383 0.36714355 0.41973703 0.4172264 0.62104882 0.50014105 0.39995392] [-0.03343648] [ 0.48841813 0.73279862 0.37569631 0.75705891 0.2596042 0.3797592 0.36978216 0.53444446 0.5625478 0.71348697] [-0.0427101] [ 0.62382302 0.47288781 0.51038374 0.40098875 0.35530464 0.32204791 0.5784311 0.71703676 0.4828968 0.29905233] [ 1.60434821] [ 0.53571215 0.7461119 0.4319709 0.52114944 0.42467373 0.49184561 0.572151 0.62155822 0.62174072 0.41264715] [ 0.02535968] [ 0.58994625 0.78360536 0.38708 0.64024984 0.42566217 0.53829239 0.3817888 0.62944537 0.57097312 0.66601099] [-0.89821404] [ 0.56709858 0.71053561 0.41359378 0.52747372 0.38489707 0.38158736 0.3747904 0.59891118 0.48959025 0.51928959] [-0.5792674] [ 0.35015132 0.3140928 0.60893526 0.58909725 0.39280333 0.59484232 0.4071419 0.42906789 0.37053487 0.35391122] [ 0.52752619] [ 0.31885484 0.67506912 0.42205182 0.69045031 0.44209085 0.71065662 0.43466612 0.58160204 0.62459663 0.59082743] [ 0.71467109] [ 0.68971281 0.8241796 0.51444813 0.51155179 0.40171477 0.41510147 0.51455701 0.67017285 0.72716121 0.51487464] [ 0.22657957] [ 0.17599213 0.61030536 0.5251532 0.64990183 0.59237331 0.8034614 0.38567885 0.26441396 0.47019038 0.74706938] [ 0.41178889] [ 0.77873234 0.65745456 0.573598 0.28404586 0.44719334 0.38527089 0.54555645 0.70734793 0.58765929 0.4080728 ] [-0.16763227] [ 0.28500776 0.46334804 0.55732897 0.60162784 0.5427461 0.61417198 0.43950134 0.32835489 0.46162333 0.57774284] [-0.54681974] [ 0.57584445 0.22323127 0.73605946 0.42866113 0.57312387 0.4091575 0.38881232 0.44197341 0.31103222 0.27994912] [-0.163342] [ 0.34859867 0.38177139 0.69649143 0.46650477 0.53165667 0.64974397 0.42845299 0.38354297 0.2866918 0.64231955] [-0.18414684] [ 0.56520309 0.66942991 0.4662457 0.53928291 0.47278752 0.4958768 0.54103989 0.5143032 0.53196327 0.4121462 ] [ 1.32545787] [ 0.79185713 0.54449352 0.64204131 0.40329766 0.47981822 0.22733703 0.50628611 0.78189443 0.42581358 0.41158849] [-0.35386027] [ 0.8524818 0.59384164 0.50299705 0.42173614 0.23345643 0.12244656 0.46289504 0.74833591 0.5324294 0.25071487] [-0.2406288] [ 0.39264134 0.41478361 0.6465505 0.50795299 0.48092568 0.59125985 0.36328254 0.38454756 0.33228977 0.49489374] [-0.542211] [ 0.34405306 0.58208552 0.44055737 0.54158738 0.3359694 0.60007557 0.41949164 0.49304464 0.5547653 0.51421993] [-0.02188777] [ 0.23886963 0.65251393 0.41361077 0.58161691 0.44880042 0.70555 0.3294531 0.43025385 0.41551845 0.60069832] [-0.65127888] [ 0.52383115 0.60327956 0.43211729 0.41936197 0.40403944 0.24586873 0.50684687 0.57605175 0.61289658 0.30652585] [-0.31364008] [ 0.68112775 0.54699878 0.6254845 0.52816442 0.4608201 0.42790987 0.43729419 0.68178227 0.41081106 0.36697757] [-0.8275604] [ 0.45664758 0.68609755 0.42373022 0.55207931 0.39651016 0.35782168 0.40457598 0.54168545 0.48377371 0.51239216] [-0.30156276] [ 0.3628946 0.71841091 0.53916026 0.53919116 0.43930529 0.68989959 0.38376532 0.4686613 0.55084918 0.68033889] [ 0.59665753] [ 0.32298737 0.70782352 0.37257261 0.72138543 0.42476196 0.60351119 0.42941712 0.50245452 0.55204519 0.47804045] [-0.34743937] [ 0.64572557 0.56322345 0.55929103 0.37152961 0.43469651 0.49302692 0.43445611 0.63701855 0.56479462 0.5160259 ] [-0.42396842] [ 0.8214728 0.44814452 0.62681193 0.34554635 0.49270533 0.24386949 0.52418241 0.72023015 0.46914784 0.28155831] [ 1.30130264] [ 0.57114121 0.52484471 0.4503465 0.6655218 0.40979346 0.54122981 0.54093776 0.70026514 0.40294696 0.36638775] [ 1.264827] [ 0.73310976 0.58489164 0.53247967 0.34740642 0.34040715 0.12387463 0.45122292 0.76684811 0.48784244 0.23324206] [-0.58953459] [ 0.7478528 0.60409173 0.53068301 0.35530075 0.39479043 0.22707024 0.45072535 0.63831605 0.60206585 0.32158164] [-0.5941392] [ 0.47450804 0.46556553 0.6249506 0.35577468 0.60269157 0.51318091 0.45062024 0.48272395 0.42448129 0.49907715] [-0.80179463] [ 0.80987459 0.52072711 0.5750105 0.24998147 0.3582348 0.17953971 0.47942232 0.73062159 0.52606051 0.27930009] [-0.23911201] [ 0.25835773 0.32796005 0.62829722 0.5473159 0.45491714 0.73120569 0.42460793 0.34569808 0.3606031 0.50390751] [-0.78810028] [ 0.49693916 0.67735299 0.47661937 0.62873511 0.29837606 0.47388674 0.46302852 0.56816142 0.62310539 0.4677577 ] [-0.9343015] [ 0.73221818 0.6529326 0.55463852 0.38304644 0.42633385 0.28180275 0.61543911 0.72208853 0.61723931 0.31520662] [ 2.53627851] [ 0.86469873 0.49234471 0.5668679 0.22660958 0.4027287 0.26348773 0.54492336 0.80542969 0.41916587 0.28166146] [ 2.06158349] [ 0.7695586 0.66347289 0.50079487 0.53958929 0.41996409 0.36029551 0.45895268 0.77479246 0.60672151 0.31741182] [ 0.17761152] [ 0.45726226 0.66577898 0.45469043 0.64434205 0.37780262 0.61908021 0.4391811 0.52785361 0.51556043 0.57638395] [-0.25402878] [ 0.37678354 0.2966743 0.65778805 0.44816777 0.56463305 0.53952089 0.41629689 0.36163629 0.45587487 0.38269323] [-0.31794283] [ 0.49830411 0.7330349 0.37537327 0.61500082 0.50881788 0.58446649 0.36644531 0.56624378 0.46434892 0.64175492] [-0.17173349] [ 0.45735101 0.29707939 0.6125062 0.40761204 0.52215999 0.51076334 0.38591974 0.49292171 0.42286325 0.37350033] [ 0.27953771] [ 0.53223693 0.71575081 0.44613835 0.59438487 0.28189246 0.32821669 0.46992335 0.61342592 0.56701158 0.49625645] [-0.68134978] [ 0.5478078 0.65061938 0.52525699 0.68822883 0.48223819 0.52020054 0.39213951 0.55346248 0.60423558 0.45512863] [-0.51617489] [ 0.77665222 0.50721751 0.56687986 0.27238906 0.37979042 0.27222656 0.42573323 0.71934817 0.5196006 0.32523834] [-0.05936472] [ 0.30383364 0.62284896 0.35685623 0.60119827 0.41949752 0.86427784 0.36843192 0.61331041 0.50275178 0.59438295] [-0.12856157] [ 0.75668703 0.6414366 0.62089798 0.29733284 0.3833675 0.25025062 0.56428642 0.68093433 0.64670529 0.40640195] [ 1.44352785] [ 0.72126967 0.76663869 0.4108697 0.42994756 0.21435184 0.34682509 0.43196773 0.72242221 0.68321885 0.43132777] [ 1.31291832] [ 0.74897615 0.62906824 0.49463639 0.27733261 0.3091528 0.25512266 0.44194099 0.77420777 0.56425558 0.35194643] [-0.00556321] [ 0.76424147 0.67952563 0.48746876 0.53639492 0.45295969 0.3082942 0.47816256 0.64118515 0.71647022 0.28626661] [-0.89762836] [ 0.80195674 0.74008127 0.50396542 0.37387461 0.3218945 0.18448847 0.48233964 0.7438073 0.7037428 0.31198761] [ 0.10990071] [ 0.25533317 0.70246144 0.38297896 0.64169631 0.52321847 0.82338255 0.26195532 0.48431533 0.52588944 0.74217077] [-0.02542322] [ 0.25175708 0.40122937 0.47801103 0.65029969 0.5067375 0.56892393 0.37466935 0.37294659 0.37700275 0.60546328] [ 0.21988232] [ 0.74468303 0.15809911 0.67471785 0.25322537 0.37367765 0.18937297 0.5013137 0.62080753 0.22057265 0.1424005 ] [ 2.5654859] [ 0.57213547 0.56627671 0.45241136 0.5138181 0.49539018 0.57026303 0.45692816 0.60354808 0.43334387 0.4656627 ] [-0.59607604] [ 0.45359775 0.74980855 0.43317046 0.66922642 0.28629012 0.52010884 0.45119103 0.55284377 0.67430554 0.52421049] [-0.07270046] [ 0.17710181 0.37890864 0.6008266 0.5192438 0.49711761 0.7861853 0.46195023 0.29534499 0.48738949 0.58365797] [ 2.63045057] [ 0.3430697 0.6683969 0.40726629 0.65895276 0.41824122 0.58300871 0.39660088 0.45464151 0.55044268 0.52572382] [-0.58113233] [ 0.4753371 0.67237147 0.46574651 0.62300643 0.40138354 0.41530885 0.42692032 0.50069164 0.53331361 0.43940429] [ 0.04624163] [ 0.52296653 0.68896866 0.40704968 0.74378882 0.380976 0.47028567 0.46625985 0.64436429 0.4688675 0.69083758] [ 0.77661859] [ 0.72593759 0.65946307 0.45345237 0.54193363 0.24921898 0.14733705 0.51153049 0.7551786 0.56204241 0.50158676] [ 0.00012275] [ 0.29814934 0.64010426 0.42991264 0.72119202 0.50657204 0.76114412 0.51586808 0.50691827 0.51363468 0.77838395] [-0.34651472] [ 0.78968434 0.64589869 0.53673455 0.30775188 0.29599919 0.20289453 0.44387447 0.79570268 0.60437532 0.31733867] [ 0.07177778] [ 0.24333946 0.58715991 0.48440278 0.61923664 0.43799951 0.71948754 0.29526715 0.31158639 0.48553385 0.65511002] [-0.28325011] [ 0.40256194 0.40897304 0.60092923 0.42255792 0.50515444 0.66540947 0.39352066 0.52314021 0.46345101 0.49058102] [-0.65214236] [ 0.53503055 0.67596726 0.44326551 0.66243698 0.54690964 0.45827413 0.41408448 0.50538086 0.43003338 0.44931567] [-0.18735537] [ 0.82924558 0.64536448 0.61146692 0.37216871 0.44711386 0.24172501 0.4694172 0.79738648 0.62864491 0.33812994] [ 0.25525107] [ 0.44759538 0.5253602 0.4535915 0.62696396 0.41894968 0.71416733 0.44359438 0.57041252 0.39136974 0.53561072] [-0.2861984] [ 0.51451237 0.70897179 0.42562611 0.70731904 0.49593528 0.49704463 0.4072401 0.62705722 0.46269768 0.55211029] [ 0.98879617] [ 0.73199391 0.70008821 0.52109935 0.34928319 0.37475215 0.30206617 0.57964982 0.74695282 0.55055043 0.41609622] [ 1.16733783] [ 0.39969078 0.77139368 0.38317258 0.58323514 0.32206477 0.6332442 0.43971041 0.54970407 0.66628843 0.59527254] [ 0.40468862] [ 0.75103599 0.54814834 0.54606459 0.37057924 0.28383894 0.16553106 0.44084316 0.58418547 0.54170249 0.25324619] [ 1.59565934] [ 0.71873503 0.58907198 0.5354966 0.33047612 0.4449559 0.20498685 0.5140529 0.69467964 0.6343377 0.24141832] [-0.16683557] [ 0.72070353 0.64006879 0.60449984 0.394134 0.45268898 0.2811163 0.63163357 0.70815635 0.50870345 0.51686459] [-0.1250108] [ 0.28341259 0.41320312 0.51811395 0.49739865 0.4427842 0.72389988 0.39457312 0.30257529 0.39365979 0.51796647] [ 0.48516437] [ 0.48880119 0.66523423 0.52615601 0.63102487 0.47581128 0.42442777 0.39852816 0.55727089 0.66801157 0.44656576] [ 0.91121373] [ 0.75404445 0.6933393 0.58543691 0.26687815 0.50615207 0.34516815 0.47958448 0.71502684 0.58381658 0.43090568] [-0.05003991] [ 0.51151122 0.57677853 0.51744704 0.48379211 0.40389068 0.27457247 0.44674519 0.55022054 0.62986374 0.36487605] [ 1.89539636] [ 0.5825825 0.68880757 0.47325954 0.44250939 0.35225596 0.39875581 0.37482707 0.63498085 0.61351261 0.47522978] [-0.40513654] [ 0.57801616 0.7507695 0.36379521 0.61466065 0.33540827 0.24869297 0.3628851 0.65510549 0.64198129 0.37507279] [-0.28514137] [ 0.55616269 0.33675315 0.69296417 0.25183546 0.48040772 0.4015154 0.43151946 0.46304598 0.33994442 0.36619524] [-0.07885323] [ 0.61109145 0.5081261 0.44720039 0.48757428 0.51489091 0.52414477 0.43604435 0.51097668 0.33630589 0.43221385] [-0.22777538] [ 0.40234185 0.31283566 0.60574041 0.52619899 0.43374069 0.53577104 0.45346194 0.45860772 0.35138293 0.30637973] [ 0.04118515] [ 0.31369892 0.63313753 0.47967968 0.53975596 0.664357 0.7489953 0.33182861 0.42788976 0.37736116 0.70717692] [-0.36239245] [ 0.35124302 0.43709991 0.65386098 0.53280012 0.51948201 0.64279935 0.40350056 0.34792367 0.40363154 0.50745074] [-0.4632964] [ 0.52602388 0.22309449 0.7020655 0.36748329 0.59291769 0.32957787 0.46318083 0.41490235 0.2321932 0.34850372] [ 0.65133937] [ 0.67867165 0.60169949 0.56977839 0.60242104 0.51852255 0.32458236 0.47189542 0.5838981 0.66169796 0.30864041] [-0.40294098] [ 0.36754095 0.55366005 0.49262777 0.49103674 0.49610016 0.63756771 0.53716478 0.57587554 0.33406709 0.45233557] [ 1.13188454] [ 0.64199213 0.30805923 0.64108425 0.25981974 0.48688413 0.39244068 0.42342307 0.59260568 0.31138926 0.33484416] [-0.21972122] [ 0.51347859 0.53017494 0.55795773 0.38651647 0.48009586 0.45544444 0.38922305 0.60087912 0.4050114 0.47208034] [-0.24210854] [ 0.82871712 0.5704413 0.58082686 0.42246035 0.26933982 0.13361684 0.47657276 0.71453681 0.59210877 0.22183906] [-0.26625498] [ 0.37449913 0.31566292 0.71507059 0.34292164 0.53463498 0.59858603 0.44562386 0.33919937 0.32660706 0.498061 ] [-0.55356098] [ 0.51165893 0.72651775 0.47507549 0.44957152 0.6326839 0.5519829 0.42178856 0.49640284 0.57957859 0.61489522] [ 1.24017152] [ 0.70893402 0.53556057 0.5286119 0.3402498 0.34895996 0.35333331 0.57522106 0.7919441 0.49463991 0.30353115] [ 0.11552144] [ 0.34278727 0.39195146 0.38554195 0.57989007 0.48612427 0.68019171 0.50800112 0.48275055 0.35073641 0.61421767] [ 0.14274981] [ 0.35023 0.71649289 0.35158579 0.54986881 0.46071408 0.57432383 0.42220859 0.54397056 0.65161993 0.5162834 ] [ 1.09644709] [ 0.71315387 0.74070524 0.52501199 0.38979165 0.39743949 0.3808913 0.64025349 0.73781321 0.676809 0.40057598] [ 0.08252521] [ 0.40240297 0.72540421 0.3190816 0.41999404 0.3936008 0.65889213 0.37763741 0.52314735 0.49476381 0.55509229] [ 0.72855384] [ 0.60407579 0.49903152 0.61989506 0.30061503 0.43687753 0.33979359 0.51754801 0.69677846 0.35442757 0.3436349 ] [-0.65267447] [ 0.63763017 0.72424092 0.39660665 0.60165801 0.22305897 0.31189476 0.41715259 0.69162826 0.62383605 0.42164632] [-0.09997047] [ 0.34383152 0.5557591 0.41766209 0.69892278 0.60182816 0.68412286 0.46349226 0.44922612 0.35546677 0.63753668] [-0.5453865] [ 0.71424837 0.64272032 0.53337272 0.24635766 0.39054542 0.22847018 0.44665312 0.77235829 0.51016956 0.39112492] [ 1.2115579] [ 0.69950849 0.60276261 0.59223686 0.36312036 0.4728087 0.31693681 0.46592061 0.68673678 0.50849684 0.38438546] [ 0.17513983] [ 0.19339461 0.59359797 0.41002842 0.65067312 0.54749537 0.85759191 0.48105907 0.39311972 0.45570961 0.70795482] [-0.2786624] [ 0.39564236 0.24775413 0.69674303 0.33892486 0.60720197 0.59505002 0.47978373 0.43011311 0.23410699 0.51691497] [ 0.20408106] [ 0.38032943 0.58528349 0.36489857 0.55812828 0.40170891 0.53173277 0.36917095 0.47859917 0.5656374 0.49385898] [-0.95692633] [ 0.59920476 0.69893902 0.41947214 0.65851147 0.46791516 0.37784621 0.43862919 0.56954086 0.53607637 0.41651092] [-1.11498347] [ 0.73901966 0.78144314 0.44239726 0.55446307 0.45935267 0.39336144 0.3859208 0.74667383 0.58480265 0.4993126 ] [-0.22402594] [ 0.30193191 0.46302176 0.55049823 0.48368012 0.58271812 0.55884667 0.37985892 0.28733715 0.37443473 0.50357086] [ 2.82157124] [ 0.72992978 0.47406079 0.52847502 0.54006543 0.26653611 0.13830976 0.40410859 0.71580649 0.39655965 0.27343657] [-0.37882248] [ 0.65907614 0.63569386 0.42671708 0.50452209 0.39731249 0.53662347 0.51013628 0.66166275 0.54431703 0.5340195 ] Progress: 8.3% ... Training loss: 0.634 ... Validation loss: 1.022[-1.0491025] [ 0.46804086 0.54021404 0.53527761 0.58662673 0.34012234 0.35792836 0.32271842 0.53988239 0.40422703 0.35208982] [-0.0680165] [ 0.75604817 0.50151143 0.55163499 0.46986409 0.38409836 0.28374588 0.55290616 0.73035092 0.42451802 0.41880958] [ 1.55424587] [ 0.60017779 0.74986713 0.41022839 0.65545419 0.22434287 0.27338971 0.4049896 0.68383624 0.59620681 0.50325144] [-0.41078965] [ 0.7598523 0.64311458 0.51913307 0.42127143 0.24729734 0.23865624 0.5430175 0.74628112 0.59259019 0.3362249 ] [-0.17108378] [ 0.70036931 0.70121074 0.44114618 0.55582839 0.31513375 0.41348 0.49024342 0.69881453 0.47901289 0.56080704] [-0.18748765] [ 0.62303376 0.68770168 0.49195093 0.3933164 0.36215038 0.40122017 0.52765936 0.67417216 0.45116667 0.5043526 ] [-1.24374601] [ 0.68257857 0.49240941 0.52185455 0.46867381 0.56999814 0.45486754 0.37958147 0.67090859 0.42995509 0.38273819] [-0.00602885] [ 0.22896308 0.67091062 0.46818165 0.68236479 0.61851804 0.84146648 0.41376881 0.42764384 0.48063311 0.72333187] [-0.02782646] [ 0.24719602 0.58935784 0.39154178 0.70007841 0.46865937 0.79395019 0.47223397 0.55870149 0.38898844 0.61917193] [ 1.51524754] [ 0.43343089 0.53083107 0.4701832 0.48455319 0.5022027 0.50410271 0.58850587 0.50749948 0.51455317 0.32065392] [ 0.07936678] [ 0.34687275 0.73275463 0.39876063 0.69349333 0.47089682 0.60931594 0.3973758 0.5611871 0.59602022 0.52920898] [-0.60911149] [ 0.35374333 0.58446137 0.4565569 0.59932963 0.42130037 0.45037096 0.45963838 0.4463384 0.4840804 0.56935408] [-0.37129584] [ 0.43382318 0.31876453 0.6211924 0.44049949 0.56629902 0.49042369 0.445344 0.33055142 0.375377 0.41577997] [-1.26318128] [ 0.60440201 0.65287398 0.56815853 0.45412122 0.33172302 0.3375219 0.45079919 0.57863848 0.53734706 0.3791952 ] [-1.28115791] [ 0.65106048 0.47710678 0.64351987 0.17357181 0.66455091 0.46035737 0.6416835 0.60023199 0.43368131 0.45855888] [-1.02698585] [ 0.63929563 0.71694703 0.43241495 0.68677316 0.44866512 0.4808112 0.45516872 0.673141 0.60513175 0.3709295 ] [-0.98487178] [ 0.54705741 0.7746041 0.38204457 0.75494247 0.24788713 0.40064216 0.32440789 0.49318365 0.6225037 0.43311229] [-0.58492323] [ 0.72245528 0.48762446 0.45751396 0.37446528 0.33949905 0.39366422 0.44869107 0.76705852 0.36527321 0.25788271] [ 0.30503204] [ 0.32830516 0.48868876 0.4031383 0.52201154 0.52571483 0.78499819 0.37431471 0.58244074 0.49167778 0.49711852] [-0.7114794] [ 0.35972175 0.62459482 0.39974393 0.56079665 0.42506121 0.42767529 0.40414965 0.51614996 0.54959346 0.41205663] [-0.33043617] [ 0.34905983 0.66716436 0.51301552 0.55396141 0.45193194 0.69714225 0.3804933 0.38482943 0.45176265 0.68534865] [-0.79970655] [ 0.57921303 0.58292031 0.49239892 0.67242191 0.55932654 0.46250738 0.48797168 0.56502197 0.49133554 0.38527552] [-0.38625139] [ 0.51557711 0.64140643 0.55080701 0.26330099 0.50719032 0.58263856 0.45256488 0.50989875 0.46345437 0.64669261] [-0.90079005] [ 0.70315133 0.57921622 0.59042249 0.46569132 0.31926016 0.29270588 0.4924801 0.58214241 0.49767178 0.31380311] [ 0.37374132] [ 0.71907394 0.68483733 0.45206934 0.61585412 0.27571834 0.19859083 0.46165958 0.59000813 0.62245329 0.30455027] [ 0.24892609] [ 0.43737163 0.50167544 0.56065853 0.32186243 0.42101488 0.56534836 0.51386659 0.47846802 0.52312942 0.48333136] [-0.24190394] [ 0.26043106 0.52767064 0.4341757 0.58292113 0.47284584 0.56145651 0.40974801 0.41492572 0.51024286 0.48611519] [ 1.09761885] [ 0.49739861 0.5768525 0.52154747 0.42817537 0.41835618 0.45122452 0.46147508 0.54577049 0.46518422 0.38886727] [ 0.08458368] [ 0.60890548 0.62196892 0.45439129 0.54591939 0.34875361 0.35270153 0.48298028 0.66191416 0.56459113 0.30333065] [ 1.33792638] [ 0.83316684 0.62815625 0.60707437 0.27482323 0.39945796 0.22164539 0.61614797 0.76163052 0.56054983 0.27849042] [-0.78187856] [ 0.85978318 0.6856909 0.51815245 0.37522832 0.23319722 0.11932689 0.52452937 0.75813356 0.63235867 0.30209362] [ 0.02044602] [ 0.47698627 0.66682737 0.45008297 0.50123867 0.47450254 0.58129737 0.36133065 0.58167423 0.48502101 0.54040187] [ 0.2091681] [ 0.5637181 0.74566519 0.50978663 0.57779875 0.37995776 0.5345996 0.565262 0.64764796 0.6376183 0.5685637 ] [-0.79453919] [ 0.56093496 0.79962441 0.45460949 0.68196495 0.35313188 0.53591745 0.33211259 0.6496591 0.59267214 0.56519462] [ 0.52579628] [ 0.73938004 0.44684321 0.64502542 0.47940216 0.44340125 0.26602163 0.43567562 0.67127753 0.44199979 0.25535056] [ 0.18692718] [ 0.68823527 0.75362395 0.46618429 0.53903825 0.29676192 0.30362382 0.5000752 0.76538959 0.66710161 0.33991745] [-0.00833713] [ 0.26147276 0.62560704 0.4229852 0.6079052 0.50275885 0.78889603 0.45532055 0.54239246 0.5140813 0.68845293] [-0.22362545] [ 0.21390933 0.41985192 0.58069158 0.59567469 0.44835837 0.77930847 0.40827183 0.31862581 0.41471258 0.57835103] [-0.61839137] [ 0.4425109 0.45641633 0.53427724 0.37653946 0.62746899 0.65176026 0.35696871 0.58487662 0.37464505 0.57643686] [-0.43731825] [ 0.53519754 0.6139081 0.44242863 0.55500099 0.30118607 0.5297061 0.46045015 0.75427694 0.6540887 0.37822712] [ 0.49796521] [ 0.56968217 0.52808734 0.51250019 0.39287204 0.37554758 0.35897296 0.51600322 0.6857075 0.48938785 0.31185714] [ 0.37207639] [ 0.39878737 0.37521279 0.57826409 0.37443262 0.51270364 0.51963162 0.35716376 0.5320608 0.39441577 0.42181581] [-1.14196464] [ 0.62145221 0.71664145 0.39290949 0.54418569 0.44084542 0.33646233 0.50527197 0.49810375 0.50621303 0.42628754] [-0.0132181] [ 0.55989867 0.29796842 0.65142974 0.40759183 0.54786309 0.54271934 0.39921992 0.65670571 0.45273786 0.36941837] [ 0.01096532] [ 0.48450198 0.63535112 0.40348895 0.62224436 0.29065061 0.39780226 0.40885795 0.63601067 0.641579 0.35566429] [ 0.31382855] [ 0.71963406 0.59424847 0.46918678 0.48815218 0.26971627 0.20536917 0.41379804 0.62616826 0.56393989 0.25621324] [-0.07024047] [ 0.51235947 0.63025137 0.41379245 0.45293608 0.40980958 0.49741066 0.44913667 0.60740106 0.42006774 0.39536139] [ 0.17867447] [ 0.65194581 0.71218227 0.4905874 0.45251265 0.36519173 0.27032906 0.4491968 0.64130717 0.551635 0.39806758] [ 2.31997542] [ 0.663478 0.63393598 0.50226236 0.48326505 0.38040359 0.37017717 0.39326696 0.66976971 0.64495514 0.41849384] [-1.29076696] [ 0.87526932 0.51212432 0.59575242 0.39696579 0.26399815 0.09564454 0.47386352 0.7694882 0.62258268 0.15400248] [-0.87268487] [ 0.84812609 0.7294071 0.50792503 0.29981015 0.26000525 0.1575366 0.5648446 0.79610328 0.75990436 0.25660129] [-0.73072147] [ 0.47039665 0.54965884 0.52464921 0.64246427 0.55136227 0.56867282 0.44402581 0.51747314 0.51833496 0.43262454] [ 1.52069981] [ 0.72797431 0.60179194 0.48072754 0.40541589 0.39514183 0.27997414 0.5232559 0.70117421 0.53462518 0.31458983] [-0.10327728] [ 0.24498542 0.61074073 0.41840206 0.6501985 0.37347006 0.63719796 0.37093475 0.46064624 0.46725784 0.53005555] [-0.51511623] [ 0.3578707 0.47485945 0.45084632 0.70684348 0.39993831 0.61738245 0.44782439 0.57037511 0.40215694 0.46813297] [ 0.45341928] [ 0.77713468 0.47075264 0.55455268 0.22694537 0.35092709 0.16784191 0.55594938 0.7441302 0.55650631 0.20284519] [ 0.82288027] [ 0.66689453 0.55297897 0.43537155 0.3798652 0.45375364 0.16976774 0.46966737 0.60357182 0.52549585 0.19987998] [ 2.02522486] [ 0.71810506 0.51845423 0.54365582 0.32309215 0.32557052 0.13392473 0.42747642 0.61153081 0.45049282 0.22425041] [ 0.05782052] [ 0.27918813 0.60537838 0.37623304 0.57970495 0.48639126 0.78886687 0.47882735 0.51142693 0.43596734 0.64330006] [-0.34661804] [ 0.6507396 0.47617882 0.58901918 0.40327391 0.53798659 0.45628964 0.45497017 0.59525952 0.50429139 0.33393013] [-0.42729587] [ 0.79416472 0.62596086 0.5309245 0.34874721 0.37644013 0.15520978 0.48493523 0.69816168 0.5578035 0.33913595] [ 0.58574804] [ 0.87568575 0.58281317 0.59841748 0.29869142 0.4448216 0.14392905 0.51494761 0.77899568 0.55499306 0.21454846] [-0.24341122] [ 0.44906967 0.68294673 0.45435307 0.73639496 0.34707643 0.69066967 0.36243258 0.5050966 0.44877012 0.62398673] [ 0.17188135] [ 0.17162622 0.4598167 0.38090107 0.70364079 0.51719841 0.80931079 0.40237855 0.33594831 0.33268013 0.80290538] [ 0.75650649] [ 0.6322185 0.44531813 0.64944711 0.37807844 0.42622218 0.28084029 0.47494053 0.64229525 0.37831753 0.40431722] [-1.04421437] [ 0.63152505 0.73198711 0.56668439 0.49607147 0.52676186 0.50021259 0.4961531 0.57178535 0.66673316 0.53396406] [ 0.54320304] [ 0.52128754 0.60856919 0.54117764 0.57498906 0.4296143 0.48470112 0.37376616 0.60123538 0.59349151 0.51930694] [-0.61683762] [ 0.80820188 0.52886805 0.66712271 0.24270932 0.45068797 0.3382944 0.60689004 0.72596611 0.55277336 0.34387969] [ 0.32097533] [ 0.38307861 0.62109152 0.36293759 0.59149282 0.36379702 0.59374817 0.45926895 0.59660977 0.48681254 0.45523192] [-0.1081762] [ 0.29628605 0.46554402 0.59773118 0.56769131 0.55519621 0.6920375 0.35019774 0.42246324 0.32737098 0.72782564] [ 0.69262078] [ 0.73251966 0.60074553 0.52719309 0.39952359 0.38112126 0.38901855 0.57964188 0.71666791 0.49511188 0.41665926] [ 0.16718956] [ 0.61215152 0.62090091 0.52596822 0.4740514 0.40387487 0.34164599 0.49738316 0.56613119 0.51700708 0.44146174] [ 0.02082159] [ 0.66260256 0.75479607 0.44818291 0.40568696 0.35235285 0.22891389 0.48540548 0.62010134 0.68110259 0.51979025] [-0.35401294] [ 0.34132166 0.6557358 0.41492344 0.65129504 0.53694866 0.57265147 0.28817805 0.41612466 0.41107509 0.72629926] [-0.15420796] [ 0.25983429 0.57365613 0.43486433 0.68007201 0.52870877 0.79405446 0.38049997 0.42568191 0.48072163 0.64284106] [ 0.43530438] [ 0.62964322 0.59087997 0.49704728 0.40147941 0.30869263 0.25612659 0.45811489 0.57820597 0.58028002 0.33404689] [-0.33447319] [ 0.41001064 0.59434849 0.43796551 0.58209915 0.30008839 0.5368992 0.3708132 0.61277048 0.60667968 0.48807944] [-0.22943324] [ 0.42608947 0.53387986 0.52411768 0.5108661 0.4348734 0.68069213 0.35529123 0.58419894 0.49098008 0.52493797] [-0.5976068] [ 0.42489479 0.63849649 0.49566324 0.51945238 0.50468177 0.54065736 0.43861783 0.39603861 0.40063167 0.62837643] [ 3.1470653] [ 0.70837653 0.57066904 0.48287615 0.34779466 0.3526195 0.1349536 0.39676738 0.70511853 0.47519359 0.34849705] [ 0.62141678] [ 0.65042228 0.67934952 0.40586429 0.56489992 0.41561174 0.31046904 0.43248655 0.61878516 0.52003199 0.49679246] [-0.01478981] [ 0.2127285 0.67328043 0.52198077 0.63596345 0.58773454 0.82705706 0.36834682 0.36342906 0.41768173 0.70945533] [-0.51791682] [ 0.48651501 0.66706415 0.55414311 0.65436381 0.58175357 0.5915309 0.42408522 0.53229651 0.51406301 0.68759885] [-1.30332275] [ 0.64536792 0.44852782 0.62656501 0.45777608 0.46789759 0.34846551 0.43080887 0.49091043 0.3755823 0.33129286] [-1.23216944] [ 0.68250005 0.35382418 0.66258033 0.34607606 0.61128251 0.23333707 0.39750535 0.65318882 0.28305288 0.42136518] [-0.87505208] [ 0.51269995 0.63718144 0.4367775 0.568283 0.29889481 0.33511719 0.35937712 0.66297133 0.5478017 0.37585577] [-1.16635991] [ 0.871549 0.44654736 0.60800862 0.2852964 0.27666434 0.20431868 0.47695275 0.74836332 0.52554071 0.2264369 ] [-0.67243076] [ 0.45833386 0.73654445 0.46852279 0.53816811 0.61293512 0.50699671 0.46087148 0.38938947 0.55171776 0.59729929] [-1.28498063] [ 0.56653438 0.67761331 0.40828453 0.59772798 0.37157715 0.21277821 0.36163768 0.57639475 0.47328712 0.37848728] [ 0.92917919] [ 0.62099697 0.76175278 0.43658284 0.51543417 0.35492479 0.34559304 0.54451157 0.61095841 0.72566807 0.41590364] [-0.75008705] [ 0.40978641 0.75097577 0.33089198 0.71480887 0.28054132 0.51564703 0.45182645 0.64534366 0.62580916 0.54098649] [-1.29244704] [ 0.59389946 0.65366739 0.40690159 0.49516319 0.40098656 0.30511822 0.31844714 0.6608199 0.46002809 0.4389519 ] [-0.95208941] [ 0.57382339 0.62121959 0.61154712 0.60447742 0.45726211 0.5391359 0.43902771 0.63839574 0.48352931 0.48516571] [ 0.1154269] [ 0.32095964 0.664741 0.50413723 0.59487406 0.45500399 0.74046854 0.35195979 0.42974492 0.4670191 0.631417 ] [ 0.04911811] [ 0.3512604 0.58186179 0.56731974 0.4870944 0.42396422 0.68169924 0.45707852 0.44054044 0.51518296 0.60951626] [-1.55491414] [ 0.70118673 0.52366253 0.45200896 0.50309566 0.36336528 0.11966404 0.45774491 0.51084913 0.4194072 0.2965857 ] [-0.40499437] [ 0.63348509 0.51884005 0.58271307 0.3909753 0.48775545 0.49088416 0.4409141 0.7155837 0.62408102 0.40597173] [ 2.05925112] [ 0.59110391 0.64547058 0.43761955 0.434913 0.36206356 0.21924524 0.46171233 0.67464858 0.59513659 0.28988124] [-1.29289609] [ 0.56377559 0.64079625 0.48365499 0.40192685 0.43726928 0.26797003 0.45644181 0.56885015 0.45210077 0.45147431] [ 0.2496939] [ 0.73620117 0.59362084 0.55750963 0.45001477 0.31567688 0.24185772 0.48105947 0.60861495 0.4856395 0.3143675 ] [-0.23345196] [ 0.31234731 0.39519949 0.66241558 0.48001177 0.5420767 0.6983527 0.38422439 0.39126602 0.4191639 0.56707767] [-1.06438973] [ 0.6182449 0.69756147 0.50340281 0.50935367 0.24817918 0.32611671 0.43838002 0.55027844 0.65762104 0.41352208] [-0.05263196] [ 0.7940994 0.54535918 0.53403075 0.35912266 0.38385772 0.1517055 0.42665414 0.66900666 0.56777681 0.2196456 ] [-1.02273833] [ 0.59882366 0.66161125 0.52095427 0.57126145 0.38156875 0.49455023 0.45200667 0.5934042 0.44676358 0.45309226] [ 0.83547688] [ 0.73025348 0.49840431 0.5212529 0.39790403 0.40390087 0.2313674 0.57742526 0.73459552 0.45038862 0.23958843] [-0.46976658] [ 0.89193846 0.54113387 0.62940136 0.32913073 0.42544463 0.19382989 0.49972351 0.79775825 0.55374877 0.23162478] [-0.05520314] [ 0.82771031 0.62461879 0.52105951 0.36412741 0.31618031 0.11749104 0.50171206 0.71945594 0.51740466 0.26925379] [-1.10019043] [ 0.49236367 0.46582798 0.57101245 0.53216472 0.45070132 0.45763907 0.44986086 0.5651215 0.37650069 0.33363804] [ 0.65514852] [ 0.73067909 0.62870005 0.47863188 0.42500183 0.28962501 0.29540766 0.48812904 0.68571087 0.59614839 0.32057174] [ 0.34308241] [ 0.66295421 0.53169433 0.56676207 0.28812173 0.36585306 0.20997399 0.52031353 0.6984125 0.52778114 0.30138086] [-0.19031727] [ 0.20256198 0.4736997 0.57099491 0.6275061 0.52538646 0.77560988 0.45750206 0.29807973 0.50524865 0.5998 ] [-0.14732485] [ 0.31077288 0.31885867 0.53517783 0.61929047 0.50846372 0.58138074 0.44268037 0.43121239 0.29743538 0.50996768] [-0.78933556] [ 0.48649488 0.72740958 0.40498126 0.62829829 0.24220963 0.56936617 0.35970634 0.66192306 0.55635227 0.55925094] [ 1.45280283] [ 0.78119246 0.55613998 0.53793783 0.23001929 0.35303995 0.10910142 0.46293809 0.7440922 0.51286508 0.22505865] [ 0.34285482] [ 0.28173334 0.70632497 0.43989783 0.61950315 0.4869352 0.7059268 0.40481498 0.44662468 0.61174491 0.65104572] [-0.33834529] [ 0.48854325 0.50481049 0.46473154 0.55886846 0.30457008 0.30297222 0.38894137 0.66902356 0.41746838 0.34322312] [-0.22910472] [ 0.25458733 0.42797001 0.58600995 0.5388021 0.56507687 0.77959017 0.48865052 0.31510241 0.44565552 0.55970534] [-0.04434286] [ 0.55618634 0.39527001 0.6307447 0.53915982 0.37192532 0.4240203 0.37504286 0.5126112 0.3870852 0.40750584] [ 1.98994616] [ 0.7931463 0.39279181 0.61182223 0.21564441 0.45375626 0.24609662 0.574367 0.74300591 0.3598399 0.26910311] [ 2.49180924] [ 0.52315697 0.58559755 0.4386252 0.55055186 0.48340903 0.52413574 0.47389175 0.56214201 0.43104432 0.46971078] [-0.43121239] [ 0.38535001 0.33633118 0.70841503 0.38405941 0.49865449 0.6315489 0.43520068 0.49958393 0.43690296 0.52749504] [ 2.25865752] [ 0.57732696 0.61389894 0.38538747 0.60938731 0.32398547 0.2450696 0.47320401 0.49187382 0.64819484 0.22881003] [-0.1545738] [ 0.32139902 0.64602627 0.38974189 0.63790773 0.43399564 0.54768862 0.38539849 0.43567614 0.63920115 0.4731839 ] [-0.46208101] [ 0.84213262 0.57941864 0.52416024 0.32117137 0.23094509 0.1901763 0.44934924 0.73593679 0.49344883 0.2255745 ] [-0.84908837] [ 0.54304244 0.40031156 0.66040009 0.40657275 0.48642504 0.39918794 0.48542482 0.43690914 0.36330926 0.45163856] [-0.36594003] [ 0.63253131 0.52771575 0.5754488 0.40775312 0.47590316 0.4931937 0.43796096 0.72125014 0.63241232 0.40525239] [ 2.54475498] [ 0.82798924 0.5744874 0.54481696 0.34858666 0.37394694 0.29088904 0.53674252 0.82813756 0.4368034 0.30278619] [-0.00511378] [ 0.39349066 0.43467708 0.58145299 0.3423657 0.50688851 0.5504917 0.54097891 0.57993838 0.49308598 0.40611177] Progress: 8.6% ... Training loss: 0.620 ... Validation loss: 1.055[ 2.72147404] [ 0.77660433 0.55304469 0.4974839 0.39716421 0.26750866 0.12694555 0.42451958 0.69239926 0.49401343 0.30068499] [ 0.16660257] [ 0.4517043 0.72545629 0.40367456 0.65909852 0.28608991 0.59544095 0.49573968 0.73818743 0.57852552 0.51048256] [-1.45460236] [ 0.72263213 0.70513573 0.40760693 0.58117181 0.32521909 0.24635093 0.36632947 0.62699176 0.57129878 0.35127754] [-0.22174728] [ 0.40508928 0.66418871 0.43783985 0.54521603 0.47129031 0.47546327 0.44535414 0.40606259 0.55546425 0.69413397] [-0.5975477] [ 0.41385692 0.37223184 0.55921352 0.56334576 0.49594475 0.40048113 0.41712687 0.51619184 0.35460533 0.63350161] [ 0.18218989] [ 0.53038997 0.36487101 0.65542813 0.419943 0.48538155 0.42471207 0.41607091 0.48100244 0.35188908 0.44923685] [-0.8879808] [ 0.53835118 0.68247576 0.46632105 0.53714092 0.28493088 0.52361532 0.40070982 0.56070755 0.63143421 0.51815246] [-0.19108369] [ 0.36805987 0.42045934 0.53988781 0.49587206 0.48380435 0.67713356 0.3706088 0.46223675 0.42845041 0.45386137] [ 1.3451195] [ 0.72719933 0.6825531 0.56880989 0.4723531 0.40860956 0.37309477 0.49549963 0.78050647 0.54128876 0.42717426] [ 0.87509918] [ 0.40993144 0.54327227 0.43620722 0.66510641 0.31044509 0.36945013 0.33213762 0.48458888 0.61923265 0.36298768] [-0.30089488] [ 0.69684551 0.4744811 0.57294896 0.38975739 0.38993084 0.45464738 0.5020614 0.74944112 0.38160191 0.39355752] [-0.00231588] [ 0.20451087 0.61781343 0.44615739 0.53129539 0.44637522 0.77072517 0.32092742 0.27554921 0.48128806 0.69559534] [-0.66434866] [ 0.60878352 0.67315258 0.43897468 0.40299885 0.441584 0.56633347 0.46826684 0.5362965 0.43592558 0.56664416] [-0.21222356] [ 0.79264023 0.42138119 0.5857992 0.43897831 0.47188497 0.29600138 0.45370582 0.72792102 0.45823322 0.28213967] [-0.20682306] [ 0.7860503 0.41041114 0.54035405 0.30024846 0.33423556 0.09580973 0.51534654 0.7484796 0.49606517 0.16735446] [ 0.82355114] [ 0.36515554 0.61768929 0.51038846 0.50068785 0.48423483 0.45307464 0.37593564 0.49500665 0.45638813 0.53643189] [-0.37219007] [ 0.41611039 0.33277853 0.57701539 0.37882258 0.54726499 0.6100787 0.41969633 0.64978477 0.37840586 0.4498907 ] [-0.55546299] [ 0.56622383 0.58137864 0.4747644 0.41637617 0.38673478 0.52631741 0.45209209 0.55760783 0.44120765 0.49224271] [ 0.21085407] [ 0.26662189 0.44627497 0.53114032 0.70062707 0.5172078 0.66733993 0.33292909 0.29350067 0.51960921 0.45031405] [-1.03655687] [ 0.79907622 0.49887407 0.52097007 0.39351485 0.30820653 0.17223044 0.4298752 0.68251411 0.59320232 0.17630029] [-0.16454612] [ 0.43096509 0.58870658 0.42699339 0.69887557 0.26759392 0.40656782 0.312851 0.38050925 0.50412434 0.36098972] [-0.35678848] [ 0.53231393 0.61426183 0.44107192 0.55642255 0.30248424 0.534599 0.4592359 0.75195811 0.65292931 0.38151827] [-0.89768868] [ 0.49011209 0.76088433 0.32860489 0.64949661 0.39927821 0.32566366 0.27003766 0.60761073 0.52165598 0.61391267] [-0.55069098] [ 0.40369634 0.54965467 0.4314069 0.41545459 0.5208063 0.62339938 0.33424535 0.53104795 0.34682363 0.55011369] [ 0.00339916] [ 0.49454077 0.52089665 0.54252205 0.56940129 0.4727643 0.4202698 0.45458896 0.5717193 0.49663045 0.44314401] [-0.04030993] [ 0.77253438 0.62568325 0.64283127 0.28701995 0.45261349 0.3088135 0.66860333 0.7131962 0.55835305 0.41279188] [ 1.73846561] [ 0.6555963 0.7375871 0.44053099 0.54747603 0.3202181 0.33476551 0.54493812 0.71598267 0.64156611 0.28635393] [-0.16799185] [ 0.57605631 0.63115847 0.47163383 0.66231138 0.50331763 0.43562506 0.42528815 0.65422579 0.41248914 0.48280213] [-0.12180458] [ 0.69143544 0.52209535 0.56369491 0.45587781 0.25677188 0.22931064 0.45407935 0.59725867 0.51914271 0.28099476] [-0.7597867] [ 0.36068933 0.58730851 0.38529282 0.59953832 0.35102765 0.50592006 0.38905234 0.56280447 0.47312882 0.49773259] [-1.12407007] [ 0.65009377 0.58789552 0.46664869 0.50113675 0.30404469 0.32762674 0.33971655 0.71797361 0.5008982 0.34113212] [-0.59505922] [ 0.38554527 0.62056927 0.40248254 0.66484149 0.39404685 0.57512093 0.45390919 0.52109855 0.53507482 0.36518985] [ 0.19969214] [ 0.6065839 0.57868004 0.62841366 0.3476773 0.57345977 0.48456765 0.41669226 0.55506795 0.51585846 0.54524316] [ 0.53270275] [ 0.60959971 0.70651706 0.51671782 0.40827109 0.34138969 0.40447959 0.49945893 0.63876631 0.54713283 0.51131183] [-0.1860249] [ 0.27836959 0.72881831 0.45732542 0.6957079 0.42343608 0.76005017 0.43878841 0.47066248 0.54174174 0.61980274] [-0.7934617] [ 0.5073237 0.71019198 0.42486839 0.57590436 0.27465105 0.35270654 0.44005418 0.58833141 0.58059691 0.41979045] [ 0.92287214] [ 0.29142311 0.66099631 0.35103809 0.63793251 0.51859197 0.76239531 0.54224546 0.50441029 0.50244218 0.60009919] [-0.25857489] [ 0.37892342 0.50578756 0.474549 0.64787536 0.50364204 0.58185785 0.43423391 0.44021584 0.345306 0.56126954] [ 0.94666348] [ 0.50997306 0.5886922 0.48317757 0.56364845 0.45950951 0.57964041 0.42300445 0.56140718 0.33525289 0.54223722] [ 0.53847275] [ 0.49163027 0.62545754 0.4914013 0.54226057 0.39903201 0.62953105 0.49882912 0.64289208 0.47158859 0.52537706] [-0.23475798] [ 0.30624248 0.54089459 0.46876364 0.587433 0.46076663 0.56640117 0.3912678 0.36844687 0.49596582 0.48628621] [ 0.73913921] [ 0.38092119 0.61530164 0.49473408 0.64726543 0.5392157 0.6540101 0.42919053 0.5812272 0.456637 0.52631157] [-0.82971459] [ 0.46665666 0.56799504 0.38769347 0.58011004 0.42832983 0.60555971 0.39299798 0.65664194 0.43666203 0.40281208] [-0.20740586] [ 0.76614896 0.44124254 0.67047662 0.36709184 0.508929 0.31892257 0.50653338 0.72126479 0.41897393 0.39748903] [ 0.01860129] [ 0.42058155 0.62933371 0.50548407 0.52714733 0.48653153 0.69400377 0.40069142 0.53086649 0.53105346 0.70128455] [ 2.09567837] [ 0.71661697 0.47212895 0.52728207 0.22882265 0.33477584 0.12622951 0.53222194 0.67242313 0.47558235 0.19716141] [-0.68478537] [ 0.51856165 0.79137173 0.38407237 0.64743174 0.49500807 0.51681467 0.53583411 0.5526454 0.50945162 0.66165971] [-0.73270892] [ 0.6120343 0.66748579 0.5019732 0.36164738 0.48032982 0.31886342 0.43708026 0.66059852 0.58327489 0.48124468] [-0.15225121] [ 0.37016437 0.49047435 0.43938007 0.381642 0.44780134 0.56359207 0.3925884 0.59516994 0.42870206 0.39968843] [ 0.17026003] [ 0.2448363 0.58176862 0.4568765 0.63409069 0.39300984 0.64182306 0.37544599 0.45598746 0.51492489 0.53264777] [-0.47373222] [ 0.32749134 0.58459731 0.52250174 0.6120276 0.40192755 0.58000882 0.38418153 0.41223131 0.42936083 0.56800461] [ 1.3666354] [ 0.79707427 0.58216737 0.60901489 0.28737053 0.3507941 0.14794909 0.50793006 0.75962347 0.65405127 0.27317114] [-0.50666394] [ 0.54675946 0.47211828 0.52553721 0.32140175 0.47183238 0.43862512 0.45517779 0.51538987 0.38063727 0.39753714] [-1.34528078] [ 0.71053743 0.72640032 0.49352317 0.47732095 0.25063765 0.24265508 0.47315307 0.66793244 0.58218451 0.37674509] [-0.00257697] [ 0.50313144 0.35340719 0.61705035 0.35747668 0.53613266 0.54843635 0.49991326 0.63052497 0.40657542 0.43711574] [-0.01875866] [ 0.70279192 0.62034755 0.49571698 0.39194337 0.33131618 0.19949036 0.47612999 0.75644135 0.54155243 0.30696058] [ 0.24854315] [ 0.59772829 0.64327168 0.45868678 0.5733934 0.34348777 0.20457485 0.45830996 0.65150967 0.56904468 0.30913353] [-0.08970885] [ 0.42070921 0.76377932 0.28242462 0.62559019 0.28572388 0.50479343 0.42709973 0.48843251 0.62400467 0.47903542] [ 0.30083706] [ 0.85845293 0.57704218 0.54012095 0.43644214 0.38752668 0.12155001 0.52434896 0.8382968 0.54909576 0.39593501] [ 0.90787086] [ 0.74055091 0.6181422 0.56524013 0.40181797 0.48098297 0.42471871 0.49075762 0.67730754 0.5315376 0.45370376] [-0.03261564] [ 0.25860748 0.72620987 0.36943713 0.67516233 0.52649041 0.74317861 0.33700663 0.48179417 0.40455154 0.78625674] [ 0.11906434] [ 0.61823558 0.51056622 0.46656808 0.48080765 0.56761104 0.52461357 0.50810356 0.52211712 0.43707576 0.38520211] [-0.00890032] [ 0.25452543 0.68905713 0.45139982 0.62609553 0.45932396 0.68197941 0.34204765 0.36128088 0.520855 0.70001802] [-0.23639378] [ 0.46644637 0.56219572 0.52006509 0.52601814 0.49786624 0.60588526 0.52951205 0.52560062 0.42128157 0.6128917 ] [-0.40389539] [ 0.57287422 0.6006453 0.53104721 0.40298936 0.48830465 0.28918266 0.3901544 0.67292299 0.4628362 0.55707387] [-0.14017697] [ 0.24186271 0.56831836 0.50593258 0.5587491 0.54959407 0.66560231 0.44603683 0.25530444 0.44217769 0.63827559] [-0.11282956] [ 0.31458814 0.69453916 0.44210512 0.64942057 0.57832087 0.67818248 0.36177609 0.33820649 0.47921551 0.7283743 ] [ 1.47902839] [ 0.2841318 0.65598416 0.3825058 0.67857377 0.41306816 0.65194247 0.41200257 0.52315989 0.46769459 0.5225722 ] [ 0.04005667] [ 0.21994383 0.55436854 0.44015257 0.72754584 0.56005003 0.80449379 0.45090351 0.33967326 0.45860775 0.66246664] [-0.25101134] [ 0.5009841 0.68944962 0.40169447 0.67972274 0.26618422 0.31159626 0.40323607 0.51326032 0.57922215 0.41944349] [-0.22809044] [ 0.34889897 0.68257163 0.4455964 0.58709495 0.46166508 0.61806241 0.36307139 0.55275484 0.57712449 0.67680864] [ 0.33772292] [ 0.31254761 0.39761071 0.57821245 0.48266897 0.45328945 0.72998617 0.45211839 0.40902769 0.47244345 0.50799579] [-0.25089594] [ 0.34528434 0.80903271 0.46190167 0.69648933 0.44082602 0.77814453 0.50058448 0.53700171 0.68123489 0.70355414] [-0.1636946] [ 0.40604053 0.5398983 0.42535442 0.31470022 0.50312681 0.58308417 0.38743876 0.46026222 0.36473886 0.47753777] [-0.94087609] [ 0.85042612 0.71560772 0.57829076 0.43794434 0.42316883 0.2194981 0.52976331 0.74282745 0.67717195 0.26722034] [-0.85537446] [ 0.68878524 0.59466771 0.5412061 0.43517513 0.25446746 0.20809764 0.57928 0.70995662 0.57620615 0.31149868] [-0.01629852] [ 0.38446694 0.67654467 0.40229609 0.53654274 0.38188789 0.68585746 0.41245246 0.51242865 0.43600297 0.54303037] [-0.41305433] [ 0.3221656 0.73854258 0.30881506 0.6387771 0.34942341 0.6207559 0.49543519 0.62643399 0.61983161 0.45204898] [ 0.39383514] [ 0.62315573 0.7136468 0.50591949 0.54389222 0.40942439 0.47307022 0.57298418 0.60320479 0.61409694 0.41984628] [-0.28204151] [ 0.37953426 0.7901667 0.36233381 0.76417967 0.36814772 0.68941847 0.41553255 0.53661555 0.62169536 0.76806793] [ 0.13690961] [ 0.46564891 0.73937001 0.43374863 0.59234339 0.4955787 0.5995907 0.45602281 0.68396992 0.53935641 0.57072827] [-0.50923225] [ 0.65194404 0.67203889 0.60408374 0.37433338 0.57587595 0.33589869 0.49787197 0.58842567 0.49573546 0.65593909] [ 1.90068132] [ 0.63773102 0.71333541 0.42925203 0.50006635 0.36172665 0.22401895 0.48877111 0.63964458 0.63758609 0.43473333] [ 0.07723044] [ 0.66491154 0.75453827 0.44914519 0.40485372 0.35100059 0.22800355 0.48632006 0.62192325 0.68192613 0.51803317] [-0.28571869] [ 0.3541266 0.26099288 0.67836051 0.28832096 0.50556264 0.6268269 0.51212268 0.36438952 0.30887248 0.42345773] [-0.17610488] [ 0.40530177 0.67355767 0.36645601 0.63683562 0.30381749 0.37918494 0.42927855 0.65795124 0.473902 0.37194416] [-0.99557708] [ 0.57428583 0.82461229 0.30323387 0.70394276 0.29525163 0.32066686 0.29848117 0.59607758 0.61465378 0.60780984] [-0.18911937] [ 0.82480528 0.56314526 0.61063352 0.24949264 0.38112916 0.22866725 0.69551119 0.75649543 0.60520203 0.24132735] [-1.5655287] [ 0.77208002 0.5827929 0.52733995 0.47358327 0.2464068 0.20554341 0.41285583 0.65843629 0.46773355 0.26724261] [-0.09416352] [ 0.42439937 0.57202538 0.38155244 0.46338272 0.44963835 0.61573084 0.37139404 0.46991756 0.41675693 0.43948168] [-0.58880181] [ 0.84476999 0.43871375 0.59028307 0.29655124 0.44603962 0.34071216 0.4974054 0.74160502 0.42463728 0.30165145] [-0.2877877] [ 0.31608165 0.81149267 0.2846434 0.65299034 0.44621818 0.77803161 0.44939139 0.61542769 0.52732646 0.66144641] [-0.56642906] [ 0.47699001 0.70030875 0.43970412 0.68272728 0.30459351 0.61606878 0.38392465 0.54810154 0.60823671 0.55074314] [-0.34716107] [ 0.47744826 0.59872652 0.45234817 0.63204116 0.30353228 0.35700082 0.28870659 0.5621575 0.48209131 0.38745807] [-0.4019323] [ 0.57978393 0.51943893 0.5646644 0.54879312 0.47624635 0.42937354 0.54607773 0.61589704 0.54943109 0.39949894] [-0.15318949] [ 0.38572618 0.58187135 0.4374639 0.69645165 0.53464126 0.66991751 0.41212028 0.40319562 0.53554896 0.53805002] [-1.10981545] [ 0.58124535 0.78277038 0.39520479 0.56850163 0.2891091 0.32847118 0.34484449 0.63040897 0.58544739 0.45240442] [ 1.09990988] [ 0.72743077 0.71896784 0.47015758 0.59871716 0.4208807 0.18620555 0.46023782 0.80776432 0.58113857 0.56143412] [-1.2332147] [ 0.62206976 0.71216897 0.39050996 0.62658573 0.29349818 0.26454964 0.38596293 0.53445747 0.49452895 0.40518542] [-0.00255795] [ 0.56899294 0.55922355 0.55026549 0.54548621 0.42092158 0.31861846 0.52160667 0.55928745 0.51343268 0.35874516] [ 0.00229404] [ 0.1753667 0.52214501 0.48031702 0.67092113 0.49320281 0.76037602 0.42093068 0.26914633 0.43272339 0.64444565] [ 0.20832691] [ 0.59773271 0.58011435 0.44463709 0.50813986 0.3757713 0.51691645 0.38334568 0.64364939 0.66311207 0.40676935] [-0.22987213] [ 0.45810946 0.4161812 0.4914844 0.39263336 0.49202467 0.55507902 0.3697553 0.53658306 0.4584594 0.33352696] [-0.6582763] [ 0.37505015 0.66678974 0.3409226 0.70104671 0.34391162 0.50491728 0.43047808 0.57860007 0.51428854 0.46151749] [-0.39433716] [ 0.41763363 0.58699829 0.41068475 0.65943552 0.44061154 0.71752115 0.3730676 0.47782492 0.42349068 0.54811534] [-1.15206972] [ 0.48012651 0.55825856 0.39451755 0.55363579 0.43426918 0.29246918 0.43638772 0.57545198 0.38833065 0.32377173] [ 2.55068944] [ 0.66413832 0.52541114 0.5235005 0.47437813 0.2361633 0.18818006 0.46928402 0.79312683 0.43937503 0.22952562] [-0.0870264] [ 0.33734264 0.68976592 0.44498928 0.59976944 0.50782315 0.71619785 0.28505233 0.46478778 0.49981187 0.74580966] [-0.57028758] [ 0.75027342 0.39553947 0.60973586 0.47431439 0.48903138 0.29209738 0.47260169 0.6596385 0.48848378 0.34603825] [-0.10435145] [ 0.25727897 0.52316416 0.45213878 0.58827308 0.50798689 0.56101044 0.40488783 0.28417184 0.5004511 0.44779432] [ 0.61745843] [ 0.83541166 0.67736185 0.5479517 0.42002655 0.47150038 0.18116336 0.48855718 0.70570435 0.64386107 0.24926219] [ 0.69139385] [ 0.87312546 0.70468941 0.63118709 0.30305267 0.34458556 0.17440822 0.55325366 0.80816665 0.6968096 0.27503851] [ 1.01729028] [ 0.50579194 0.73744888 0.39459142 0.65302365 0.28818796 0.42216664 0.47401119 0.70359558 0.59323206 0.51774592] [-0.43941182] [ 0.33445196 0.35512446 0.61419987 0.4684711 0.63068322 0.73187943 0.41516702 0.49564778 0.37954251 0.53207768] [-0.41171039] [ 0.35976351 0.49698714 0.54754319 0.4878749 0.44231709 0.67435581 0.47283217 0.57474309 0.37345926 0.50031989] [ 0.02850877] [ 0.41832625 0.70615797 0.4664602 0.68051629 0.39573311 0.55035505 0.34663122 0.57460524 0.53275704 0.65222781] [-0.40866278] [ 0.54562747 0.56178461 0.65283127 0.33667248 0.55934985 0.46248427 0.4396278 0.51012351 0.45839857 0.52378892] [-0.22664867] [ 0.37954934 0.47875596 0.54718997 0.39531365 0.46611863 0.55997595 0.47895345 0.38273751 0.52560984 0.46360582] [-0.01549262] [ 0.287873 0.65948486 0.50108647 0.61295872 0.47125256 0.7659695 0.31410596 0.37488631 0.47507558 0.7302966 ] [-1.11056385] [ 0.49854032 0.59678359 0.43204057 0.58015348 0.38880209 0.27148186 0.36812326 0.5620442 0.42084681 0.3832515 ] [ 1.26717843] [ 0.54936924 0.65896411 0.48163516 0.44914981 0.34925402 0.38176454 0.54895431 0.64365145 0.65047467 0.41483324] [ 0.31930707] [ 0.29861065 0.51818187 0.60116072 0.66864797 0.46179913 0.64566917 0.34833906 0.38101326 0.52002843 0.56402733] [-0.33618754] [ 0.48352739 0.38053589 0.57938177 0.4165796 0.51502797 0.56881074 0.40566984 0.39172349 0.33159122 0.41224615] [ 0.1724708] [ 0.62588354 0.56776937 0.54621408 0.55248933 0.42875137 0.31644019 0.49203223 0.52500623 0.52038595 0.37064631] [ 1.45636953] [ 0.76155791 0.58836368 0.52232077 0.43203881 0.22536011 0.14831797 0.48960502 0.77788102 0.54445169 0.20635497] [-0.79783124] [ 0.46455716 0.37461056 0.54435093 0.5253405 0.51797088 0.53693263 0.31938515 0.61383375 0.33573584 0.48357343] [-0.1966857] [ 0.36647556 0.63644369 0.43382621 0.67120614 0.36972553 0.62502394 0.51697563 0.66400565 0.58055331 0.43552342] [-0.93645339] [ 0.59838614 0.70431148 0.48564183 0.52549568 0.36523053 0.47294542 0.37861207 0.63715136 0.55535473 0.52107394] Progress: 8.9% ... Training loss: 0.619 ... Validation loss: 1.108[-0.14275079] [ 0.34160645 0.44417726 0.63006141 0.53096853 0.46572397 0.80240926 0.3458811 0.39862459 0.34374557 0.64500603] [-0.68415622] [ 0.63542803 0.63095303 0.51245213 0.41974163 0.33010486 0.26977933 0.46467378 0.52477068 0.58491639 0.31777641] [ 0.93642756] [ 0.66983893 0.70162649 0.37980879 0.47632903 0.25292835 0.1903569 0.53977331 0.60274978 0.6300428 0.52144838] [-0.34649509] [ 0.34680098 0.63563542 0.45130936 0.51781253 0.50224805 0.70291825 0.42533939 0.58212893 0.40850102 0.61472965] [ 0.10618064] [ 0.34109482 0.3527644 0.57877824 0.59736677 0.41151781 0.6623347 0.40658124 0.39730468 0.49519376 0.44284375] [ 0.30537322] [ 0.81027716 0.54012675 0.57204848 0.40921732 0.25264423 0.1617243 0.45439615 0.66351199 0.50177517 0.30099944] [-0.05357485] [ 0.54810059 0.56941512 0.51213395 0.57584492 0.44500159 0.55864711 0.2959708 0.6405065 0.55461822 0.48892282] [ 1.4096527] [ 0.38867985 0.59074993 0.47063103 0.47025673 0.38993805 0.4511855 0.47543064 0.5337393 0.48067604 0.47247838] [ 0.35288022] [ 0.69067846 0.63583427 0.59545611 0.49388724 0.42143807 0.37799045 0.46986994 0.65728999 0.57260398 0.40489178] [ 0.10200988] [ 0.52653304 0.57182471 0.48649362 0.65462117 0.44541068 0.47023445 0.48898953 0.55220057 0.54343795 0.56222934] [ 0.85943323] [ 0.44430331 0.41776 0.52601424 0.61831618 0.55996717 0.46880714 0.42864068 0.43406061 0.39615967 0.52410631] [-0.57770477] [ 0.53983782 0.69823203 0.41667881 0.63381679 0.50065821 0.66848248 0.36291466 0.64246183 0.57671623 0.59033253] [-0.6297403] [ 0.66186646 0.52730455 0.64402663 0.33049059 0.59628885 0.39820581 0.4153756 0.57072469 0.44740392 0.59474475] [ 0.51219898] [ 0.28081283 0.56010986 0.45876912 0.42683604 0.43808597 0.62439515 0.37139249 0.50405757 0.40114295 0.59365035] [ 0.107785] [ 0.21397924 0.55339459 0.50044913 0.72016878 0.57875262 0.71515256 0.41624252 0.35823214 0.49007993 0.62686045] [-0.17495271] [ 0.38794205 0.6482521 0.47205825 0.64917764 0.50639188 0.76220583 0.46867121 0.48890128 0.45733932 0.68483164] [ 0.29196115] [ 0.49562811 0.49907966 0.52658459 0.41023367 0.56028373 0.35530728 0.35475519 0.48057261 0.43930009 0.5495705 ] [-0.15120669] [ 0.28525206 0.36543042 0.66580961 0.40464909 0.51845025 0.65204943 0.42553929 0.46902652 0.32867951 0.5682097 ] [ 0.3948327] [ 0.44038858 0.63778837 0.56449414 0.35903732 0.50738118 0.49923576 0.39272217 0.55127006 0.49397739 0.62602173] [ 0.6253512] [ 0.61430494 0.76060234 0.36565839 0.48971371 0.2723397 0.23313417 0.53932385 0.70757277 0.639138 0.29828186] [ 0.61384474] [ 0.57240171 0.52759123 0.51404895 0.39160658 0.37389641 0.35837635 0.51747822 0.6873369 0.49082018 0.31016836] [-0.73251058] [ 0.73773884 0.59987072 0.44718985 0.52078741 0.24824001 0.24391802 0.38334158 0.7367716 0.54712314 0.28770712] [ 0.6403931] [ 0.39024387 0.66625583 0.39813133 0.48326246 0.3817823 0.66278932 0.38056732 0.57560462 0.55049947 0.51005115] [ 1.00615919] [ 0.57352561 0.71709513 0.42325387 0.50443862 0.44163694 0.54729009 0.54406106 0.6158754 0.5505403 0.55176037] [-0.02222792] [ 0.53964565 0.65011362 0.40576388 0.61864373 0.37107234 0.5024434 0.44648482 0.64524453 0.62838367 0.45558309] [ 0.81396594] [ 0.56257186 0.51732021 0.49562048 0.64700602 0.40822773 0.53378441 0.42873718 0.6111596 0.39208723 0.55794746] [-0.05586198] [ 0.60449333 0.68077716 0.46253192 0.65379508 0.48689121 0.4098092 0.40677272 0.70842416 0.60989847 0.50256165] [-0.42643489] [ 0.57354671 0.66672462 0.47445907 0.45081693 0.32844124 0.38687221 0.4947653 0.77754672 0.48418383 0.41132205] [ 2.26971767] [ 0.49767595 0.52595302 0.53802564 0.36224918 0.50117972 0.42450621 0.44585247 0.59119168 0.52000979 0.39550248] [ 0.74953431] [ 0.28636296 0.66860506 0.35759497 0.67135748 0.45203346 0.57637086 0.39692666 0.45810942 0.66005719 0.50777614] [-0.2631551] [ 0.77859086 0.56592153 0.68865524 0.35884918 0.50117553 0.27206284 0.57057002 0.68065583 0.52728429 0.47675291] [ 0.83235353] [ 0.64442402 0.54098767 0.63423464 0.44354616 0.56073847 0.38115685 0.41267952 0.58658712 0.38479668 0.40403359] [ 0.4785532] [ 0.64313733 0.63547433 0.45836862 0.60478256 0.29863045 0.17965438 0.42917812 0.5537375 0.66002761 0.35114699] [-0.89340332] [ 0.5683977 0.82488731 0.30186257 0.70578394 0.29724021 0.32841506 0.29727984 0.58918081 0.61292748 0.61316296] [-0.68212579] [ 0.74379194 0.62746507 0.45304179 0.52199036 0.2466491 0.32281823 0.35890055 0.6671012 0.61871898 0.31865673] [-0.12377906] [ 0.74890404 0.78146382 0.42576177 0.35178409 0.22235369 0.20885467 0.48569216 0.72582871 0.57117663 0.34708362] [-0.45734267] [ 0.59795082 0.71038044 0.53250485 0.57367642 0.48624965 0.43566775 0.40087417 0.62317863 0.50609378 0.48654561] [-0.89592338] [ 0.68823504 0.73574547 0.52359046 0.49861362 0.43784256 0.43310913 0.50080443 0.62022401 0.60432611 0.43949188] [-0.63502531] [ 0.44960434 0.41333025 0.50269002 0.43911368 0.60760914 0.39365199 0.47378267 0.45602318 0.36245373 0.68279132] [ 0.34295784] [ 0.18964225 0.4259571 0.56591163 0.63719215 0.54345983 0.75832626 0.34423791 0.27041747 0.47764838 0.59108628] [-0.46291795] [ 0.82848271 0.63346651 0.59969476 0.40943148 0.48387735 0.22194224 0.49541594 0.74202706 0.509028 0.51848884] [-0.21663438] [ 0.49880217 0.53423323 0.58154571 0.40419173 0.48951963 0.5195835 0.48913781 0.62307763 0.46152223 0.41571474] [-0.03094515] [ 0.6876046 0.47567949 0.50609161 0.36329491 0.30971497 0.30497552 0.56530701 0.71695788 0.41249904 0.18964384] [ 0.02184908] [ 0.7072101 0.73717891 0.54642917 0.47739943 0.35751713 0.39621079 0.62191624 0.72656143 0.65375184 0.47181566] [ 0.63786725] [ 0.59713965 0.67576047 0.46332771 0.61704446 0.27239816 0.31048508 0.39409353 0.59250847 0.48529497 0.52175552] [-1.47559456] [ 0.82277369 0.7671612 0.58506346 0.33782617 0.35556022 0.35131421 0.58985466 0.74815933 0.59802792 0.44133122] [ 1.2607612] [ 0.72666835 0.52042682 0.57650643 0.36751939 0.27546931 0.14473343 0.45481136 0.73212589 0.39811075 0.22304161] [-1.23525361] [ 0.76507834 0.66347075 0.63786915 0.32310782 0.48041395 0.41424129 0.64126934 0.70268522 0.5671707 0.44049951] [-0.01065695] [ 0.61080841 0.59722265 0.51084856 0.49121918 0.35432186 0.24031049 0.4584964 0.63681526 0.52527688 0.39503159] [ 0.00454693] [ 0.71616708 0.67684265 0.56321342 0.2959162 0.43263291 0.29991526 0.66423976 0.65985332 0.6710876 0.34666698] [ 0.49752792] [ 0.42281707 0.66593367 0.39232371 0.69751859 0.40943255 0.58786339 0.45717449 0.53217618 0.45937781 0.64575517] [-0.19642512] [ 0.51707861 0.417186 0.6424403 0.39790819 0.46340145 0.45801307 0.40879284 0.60369333 0.37130561 0.46152564] [-0.78328629] [ 0.74029376 0.43686152 0.64138024 0.24042172 0.54047553 0.25709758 0.50895838 0.60291238 0.49793157 0.32688846] [ 1.42666207] [ 0.40695967 0.60019903 0.47106781 0.68520508 0.45315769 0.52337223 0.31325408 0.46600643 0.51365865 0.53061739] [ 1.92326483] [ 0.81855915 0.75028182 0.558382 0.34748619 0.3769471 0.28540822 0.51904964 0.68631753 0.68279221 0.35782934] [ 0.30289328] [ 0.81110591 0.51700503 0.64237399 0.39015562 0.42622786 0.32627969 0.51107881 0.76787198 0.57200921 0.31359068] [ 0.42912875] [ 0.28803606 0.59561449 0.52999645 0.52803756 0.50022949 0.72851562 0.38222994 0.48177524 0.44257565 0.69667135] [ 0.00335379] [ 0.35916019 0.2603442 0.58532588 0.36388717 0.53683502 0.56705561 0.44797056 0.64412601 0.36319978 0.35199321] [-0.04820907] [ 0.44503776 0.44855548 0.62315959 0.55632866 0.41872703 0.49755611 0.4156495 0.41567772 0.41624206 0.45777266] [-0.52285044] [ 0.45641092 0.75846058 0.33213783 0.7096104 0.34796212 0.59579086 0.49370928 0.65289069 0.5908384 0.37931759] [ 0.13458336] [ 0.46954169 0.33545309 0.58910744 0.36482193 0.51356716 0.50708239 0.51210326 0.73443426 0.39004825 0.49584189] [-0.33937724] [ 0.63885939 0.5831741 0.54086384 0.37152773 0.40689811 0.16703781 0.51723233 0.6697316 0.47086384 0.45471974] [ 0.11923806] [ 0.55174528 0.68152254 0.37618239 0.38412001 0.34753679 0.43850846 0.47515851 0.54934059 0.58511975 0.50945003] [ 0.01898883] [ 0.53863663 0.68419591 0.4613478 0.69856448 0.281537 0.40087592 0.37692957 0.50820258 0.55235459 0.37201908] [ 0.78975447] [ 0.56802236 0.47154737 0.58076053 0.3816216 0.4568771 0.4505833 0.44110446 0.55586808 0.44206986 0.39738052] [-1.23763704] [ 0.69504236 0.3259466 0.72970278 0.26390032 0.50050479 0.30658644 0.50455562 0.54531129 0.29392632 0.3375169 ] [-0.12008725] [ 0.80991285 0.32411739 0.62904366 0.30967484 0.45348115 0.2183306 0.51109482 0.68610995 0.22851426 0.31354026] [ 0.07639278] [ 0.38066312 0.67697679 0.40101901 0.53815663 0.38365488 0.68994922 0.41123652 0.50802431 0.43468219 0.54683864] [ 1.49463787] [ 0.42825764 0.63038578 0.48301536 0.63097392 0.47987634 0.6318989 0.48434832 0.68563671 0.49685913 0.48834933] [-0.05007654] [ 0.28122777 0.40157628 0.64405637 0.59935798 0.56270487 0.71943735 0.41337039 0.34548443 0.35228068 0.69197159] [-0.76722558] [ 0.54813856 0.72979235 0.48357963 0.46503891 0.31799567 0.37483422 0.46038535 0.51052858 0.66675832 0.50087157] [-0.40607112] [ 0.77101811 0.62981462 0.5301622 0.24073351 0.3223541 0.26293078 0.46280634 0.73389301 0.49999948 0.35020324] [-0.18290146] [ 0.31562311 0.61493092 0.51444291 0.58707606 0.42603128 0.69204902 0.40848149 0.4813799 0.35950013 0.56608621] [ 1.47906001] [ 0.65330071 0.48487132 0.54498947 0.43667331 0.29665696 0.15683977 0.4188543 0.74964919 0.38151731 0.24977345] [-0.84642935] [ 0.59547279 0.70451835 0.48481931 0.52662914 0.36630804 0.47734523 0.37797416 0.63393725 0.55451355 0.52386671] [-0.44254527] [ 0.40830915 0.53719392 0.58685745 0.38897178 0.51844667 0.51067261 0.47819544 0.41714266 0.46910664 0.54339016] [ 0.22132537] [ 0.69317419 0.688626 0.54527318 0.48810375 0.43524363 0.34607917 0.42615849 0.62311848 0.61477976 0.41128647] [-0.64292707] [ 0.73568825 0.37001732 0.69637657 0.30116238 0.56805986 0.17293203 0.41854258 0.7363863 0.28459718 0.36488274] [-1.07703113] [ 0.72416463 0.58984768 0.51633867 0.4595837 0.26629369 0.20551648 0.4869701 0.62443407 0.57295681 0.25966477] [-0.24350207] [ 0.42348508 0.74894768 0.30920881 0.65479104 0.40126319 0.47413994 0.47989406 0.6835653 0.52709485 0.5004262 ] [ 1.40437744] [ 0.74615483 0.64305408 0.53912711 0.51733359 0.40495884 0.38965651 0.43746914 0.75529977 0.58675307 0.35413496] [ 1.98521785] [ 0.43708565 0.70767369 0.37771008 0.59713993 0.23997995 0.39932986 0.46186629 0.65683062 0.57519345 0.42970651] [-0.65322965] [ 0.47408851 0.69993902 0.43291228 0.62548943 0.26623832 0.5883349 0.37002089 0.54130862 0.64181334 0.55196483] [-0.75363528] [ 0.58498833 0.73147414 0.42935161 0.69216483 0.43191823 0.4677687 0.42365868 0.58308458 0.67558402 0.40150382] [-0.52890235] [ 0.53024784 0.69962545 0.4604537 0.59650055 0.49559428 0.69477324 0.52981256 0.63689963 0.57003144 0.48941285] [-0.6973426] [ 0.66168991 0.39466979 0.65848171 0.29486471 0.50972823 0.2352659 0.53765433 0.66671188 0.41004279 0.33565376] [-0.31231127] [ 0.41599549 0.74027427 0.4650859 0.54529042 0.3276539 0.49048441 0.42054311 0.60404672 0.58247103 0.5256618 ] [ 1.32882513] [ 0.45038141 0.61316179 0.39750708 0.64510101 0.45979466 0.53165348 0.48833759 0.46147795 0.55667186 0.42386762] [-0.55118879] [ 0.46163252 0.66784567 0.41725451 0.54841158 0.28200275 0.38912572 0.45457635 0.57238543 0.5800317 0.43133617] [ 0.37431936] [ 0.22376464 0.46508047 0.51009154 0.54910411 0.4358927 0.68220495 0.34800424 0.29370996 0.4664194 0.51763235] [-0.22815226] [ 0.68302545 0.59110641 0.5591278 0.41371524 0.42789171 0.33753587 0.52880448 0.7317398 0.51946921 0.35822035] [ 0.47028044] [ 0.4390356 0.64171976 0.45941326 0.55384987 0.50595986 0.52931299 0.47880665 0.45621326 0.45910438 0.44388187] [-0.54479346] [ 0.72796417 0.72729502 0.56503374 0.52880293 0.42108967 0.3576681 0.39189042 0.62819627 0.5475876 0.41964536] [ 0.00508692] [ 0.57008415 0.41239026 0.65087996 0.44791389 0.38014053 0.35839814 0.45814485 0.64377877 0.40010952 0.31361691] [ 0.96254243] [ 0.66114199 0.57694084 0.46971883 0.53806405 0.31839069 0.2699002 0.38909804 0.69928107 0.50796707 0.33805502] [-0.9807593] [ 0.47930057 0.63366731 0.43251743 0.59112801 0.30442467 0.29512218 0.52772502 0.60660447 0.51674856 0.58226551] [ 0.07431063] [ 0.79488533 0.555165 0.61666656 0.18638307 0.44176402 0.23300563 0.66162831 0.71583452 0.57876872 0.28188092] [ 0.6277087] [ 0.49864101 0.57700675 0.50322307 0.31886029 0.46397768 0.51505787 0.38008428 0.46350377 0.49936518 0.44660008] [ 0.71035838] [ 0.80456951 0.56768404 0.64878337 0.2927173 0.41270817 0.2198028 0.57342712 0.69193523 0.52223131 0.26070703] [-0.39054865] [ 0.413474 0.71175054 0.37197293 0.67831399 0.43132256 0.64609188 0.28044458 0.60064567 0.52937544 0.661361 ] [-0.66718715] [ 0.44510524 0.69990205 0.43321603 0.63253876 0.26684753 0.52639494 0.39447133 0.50089186 0.6254819 0.54395662] [ 1.0100296] [ 0.86768676 0.70670879 0.49520069 0.24210605 0.21076196 0.0966405 0.55827962 0.80470209 0.68400518 0.19875518] [ 0.04995252] [ 0.59825744 0.57835552 0.36396187 0.38421297 0.34948054 0.26995847 0.41579348 0.59682743 0.49375167 0.2870265 ] [-0.42160556] [ 0.46463463 0.61731333 0.53200616 0.4144188 0.49013231 0.70892432 0.37659555 0.56662151 0.50878586 0.67810869] [ 0.40996956] [ 0.36833916 0.37088593 0.59439936 0.46517883 0.57933474 0.46582817 0.35383748 0.29639414 0.40731876 0.38563289] [-0.77905528] [ 0.47606378 0.50018934 0.53569425 0.55041486 0.41508698 0.45303447 0.40961671 0.57544497 0.43618723 0.44101217] [ 1.02183978] [ 0.84960726 0.59946406 0.51905041 0.46438879 0.26163035 0.09581858 0.51346742 0.77390327 0.69681803 0.26679227] [-0.26999843] [ 0.67867881 0.59974361 0.5721643 0.45139907 0.46039298 0.4006969 0.48843066 0.70383147 0.65412445 0.40811644] [ 0.00485246] [ 0.798887 0.60694196 0.43277131 0.6000154 0.35547046 0.19078007 0.52453025 0.77798672 0.48238409 0.5639928 ] [ 1.32920119] [ 0.72491675 0.56704436 0.52053168 0.55003841 0.34796267 0.31246839 0.51594553 0.78209718 0.41027612 0.45475394] [ 0.28062832] [ 0.39722448 0.61430503 0.42861392 0.62174375 0.38050411 0.55995789 0.54161622 0.54511006 0.58833248 0.36395578] [ 0.40588121] [ 0.38440106 0.5540343 0.47439307 0.46175643 0.41583055 0.50932407 0.39367467 0.59656875 0.41391439 0.42275715] [-0.01040222] [ 0.25385465 0.5315361 0.48128273 0.47374058 0.496728 0.6798087 0.36930421 0.39454385 0.45397308 0.55034129] [-0.85923088] [ 0.52959413 0.7321109 0.44551143 0.64826564 0.28218027 0.44010384 0.39336345 0.55236966 0.53445535 0.49375816] [ 1.37467499] [ 0.66185294 0.41284786 0.61663311 0.29930874 0.48968079 0.25670995 0.39997585 0.55943495 0.44212421 0.31076086] [ 0.21289902] [ 0.61941064 0.7033976 0.50182032 0.60344812 0.43111698 0.58647645 0.3938522 0.63412417 0.62349409 0.55751896] [ 0.34070999] [ 0.7280194 0.7225448 0.59398091 0.48483542 0.48389825 0.3483949 0.53091698 0.61467817 0.67108744 0.40825971] [ 0.82552777] [ 0.73088357 0.38325182 0.61909173 0.30078266 0.46997439 0.28909992 0.57995924 0.69050285 0.36824829 0.27728694] [-0.34137825] [ 0.32173753 0.37484428 0.6265243 0.47465748 0.55264235 0.49222678 0.42190631 0.33556074 0.303905 0.49066626] [-0.28781896] [ 0.45671032 0.21970992 0.73567573 0.35037966 0.55360838 0.59109821 0.41778908 0.39476539 0.30143951 0.44523655] [-1.04898868] [ 0.57305893 0.67025969 0.48090059 0.49622668 0.33415385 0.26316143 0.35055413 0.59252797 0.47650921 0.37325646] [-0.20896652] [ 0.36246767 0.74419654 0.38030446 0.63507963 0.37137115 0.77928868 0.35662169 0.63732684 0.63642901 0.65708152] [ 0.15218119] [ 0.43718413 0.6631459 0.30364606 0.61781946 0.28955998 0.41512682 0.36005464 0.43334588 0.56865787 0.38321241] [ 3.40135797] [ 0.80988257 0.45326374 0.56353052 0.24627478 0.33023815 0.23706043 0.51832988 0.83335159 0.41770024 0.19677345] [-0.73070886] [ 0.57789933 0.58967593 0.53317723 0.52127579 0.48625932 0.58103324 0.5287123 0.59824487 0.57004438 0.40568639] [ 1.8179817] [ 0.65408962 0.73761959 0.44030817 0.54784462 0.32062098 0.33725977 0.54481898 0.71377299 0.64118336 0.28770589] [ 2.26971767] [ 0.49767595 0.52595302 0.53802564 0.36224918 0.50117972 0.42450621 0.44585247 0.59119168 0.52000979 0.39550248] [-0.68923298] [ 0.64020475 0.70828584 0.53958885 0.49057312 0.36532026 0.46237542 0.52415828 0.56762939 0.60176077 0.4350485 ] Progress: 9.1% ... Training loss: 0.625 ... Validation loss: 0.996[-0.44617529] [ 0.36398796 0.70367707 0.3619235 0.54099892 0.52356099 0.65858554 0.3251812 0.46727691 0.48474951 0.59634151] [-0.12559173] [ 0.25811294 0.63193604 0.32541588 0.64615673 0.4417942 0.58644346 0.34961797 0.45524361 0.45302634 0.80662728] [-0.0265213] [ 0.48917807 0.54255704 0.47675916 0.44741193 0.38922659 0.45587923 0.52496671 0.57645757 0.40593283 0.44029899] [-0.81981795] [ 0.43947614 0.45557025 0.68981378 0.42187109 0.45943581 0.55894031 0.42210593 0.40895016 0.365441 0.44888447] [-0.16861201] [ 0.38599366 0.68058886 0.49573789 0.54479578 0.43610114 0.59868981 0.48800384 0.482256 0.48133734 0.57814266] [-0.63158007] [ 0.36082848 0.63153507 0.39085229 0.65379371 0.28837975 0.60513742 0.48433485 0.64695803 0.58046712 0.41462842] [-0.57693685] [ 0.50435972 0.55614688 0.52901885 0.58484796 0.59283359 0.59531809 0.48034131 0.45285406 0.42224448 0.51144446] [-1.56940149] [ 0.68714314 0.65494311 0.48258005 0.3828311 0.38405886 0.28389617 0.45627721 0.71121429 0.56245854 0.39974178] [-0.28846953] [ 0.51109716 0.7071101 0.49511277 0.55006871 0.42155227 0.59477668 0.57280263 0.6588751 0.54396649 0.42150646] [-0.68139891] [ 0.45807133 0.59834717 0.50519759 0.57962682 0.41844859 0.61769805 0.46822623 0.57373809 0.45550094 0.46393565] [ 0.6259333] [ 0.47046482 0.57498472 0.51769376 0.64774969 0.44717706 0.49775296 0.44078612 0.63288322 0.52762622 0.42416674] [ 0.0893515] [ 0.36698623 0.35915397 0.62188422 0.34421098 0.49911534 0.50037077 0.52430336 0.40704648 0.4618492 0.3614447 ] [-0.22133617] [ 0.71704541 0.64773967 0.47638301 0.31226774 0.33797005 0.29417162 0.51664505 0.69012943 0.60807685 0.32875286] [-0.82030231] [ 0.52597483 0.73114644 0.37009828 0.6939492 0.26266609 0.33203157 0.36078403 0.60373904 0.59325316 0.57249299] [-0.50609474] [ 0.78949674 0.48606513 0.5115863 0.34351103 0.37222343 0.12743884 0.47979117 0.65241489 0.60860517 0.155456 ] [-0.24514543] [ 0.31625223 0.5754282 0.57959 0.42855704 0.64097889 0.71111271 0.43413418 0.38174981 0.4539202 0.63745191] [-0.94705408] [ 0.47652201 0.55954567 0.33439702 0.69902601 0.28370986 0.19456262 0.43038284 0.66071668 0.51186137 0.48034016] [-0.55910792] [ 0.72762042 0.64949531 0.45664995 0.36584778 0.27030591 0.19895877 0.54704622 0.70231463 0.57398255 0.35671701] [-0.06162813] [ 0.48198397 0.58967139 0.46940215 0.65071746 0.35972784 0.39436943 0.48564875 0.62918553 0.58237718 0.44062089] [-0.3684619] [ 0.30069851 0.67196534 0.44818761 0.62261578 0.39413407 0.80499772 0.41869441 0.55417757 0.53924328 0.62864038] [ 0.13055754] [ 0.56279066 0.34912826 0.54071962 0.4671534 0.48246886 0.40681845 0.53713366 0.61856342 0.36996003 0.48839106] [ 0.57425427] [ 0.34962367 0.62272318 0.42885031 0.43036652 0.43322459 0.60828579 0.40973651 0.49652157 0.4870554 0.51087425] [ 0.57381811] [ 0.65790175 0.67760695 0.41020871 0.55982442 0.40980398 0.30265949 0.43686161 0.62633084 0.52409934 0.48748568] [ 0.57483535] [ 0.58848352 0.70483009 0.42331838 0.62431139 0.26009279 0.24190988 0.44127299 0.74247746 0.64749182 0.64594928] [-0.71470114] [ 0.48091263 0.47503701 0.55468859 0.41933285 0.47522888 0.39556084 0.44308959 0.55811805 0.43017747 0.41560089] [ 2.65495092] [ 0.81408479 0.75548534 0.43726763 0.28501233 0.29412499 0.09031259 0.46714403 0.78554468 0.64321929 0.33888161] [-0.8363077] [ 0.56503622 0.41389464 0.63217013 0.39889213 0.4698388 0.27301581 0.53125257 0.56475747 0.39270177 0.33767247] [-0.58012593] [ 0.36972632 0.55319208 0.49355591 0.48988673 0.49481759 0.63412561 0.53792094 0.5783116 0.33486945 0.45008813] [ 0.58387446] [ 0.87469073 0.5380632 0.50963035 0.46116427 0.26922238 0.0797925 0.53364216 0.74528882 0.56666273 0.2674429 ] [ 0.20833498] [ 0.27124263 0.65849465 0.36276943 0.67350797 0.37190653 0.78661188 0.32424515 0.42818484 0.48821155 0.70142763] [-0.36808188] [ 0.40120945 0.42153116 0.68726927 0.4345147 0.56397867 0.54276705 0.4057922 0.33573406 0.40991922 0.55145194] [-0.71006743] [ 0.3812123 0.71510744 0.40083923 0.69614846 0.46990692 0.50639691 0.39212282 0.49857419 0.55624863 0.52021676] [-0.25105469] [ 0.44943431 0.67357353 0.52775919 0.67302985 0.50833091 0.55362699 0.43216979 0.51227723 0.6766723 0.53502351] [-1.10744286] [ 0.57775427 0.51629823 0.54491784 0.45952017 0.34404767 0.25015197 0.37207498 0.57503176 0.504517 0.30443154] [ 0.30769437] [ 0.70270489 0.62375556 0.49566239 0.47493167 0.42852269 0.36466183 0.54132284 0.65017883 0.45994155 0.45269482] [-0.23189656] [ 0.26793575 0.69302059 0.40152642 0.63207155 0.44146238 0.63605519 0.38448353 0.42376591 0.69524709 0.59539852] [-0.75430562] [ 0.57271545 0.66294593 0.41706686 0.66619613 0.41506273 0.62100554 0.43076486 0.60531925 0.4084869 0.59955705] [ 0.13621672] [ 0.21296872 0.55974099 0.55131669 0.680983 0.40785658 0.81553104 0.31527758 0.31678437 0.44833896 0.69712931] [ 0.0253909] [ 0.4913395 0.62830726 0.54152032 0.53435189 0.38898883 0.508971 0.47062938 0.50816387 0.53743109 0.52696725] [-0.09563314] [ 0.24934653 0.64810644 0.3725215 0.56338162 0.47460964 0.65384527 0.3780761 0.43046371 0.51474153 0.52844724] [-0.68411242] [ 0.35824519 0.39403999 0.58711086 0.45074333 0.52138818 0.4818234 0.40483255 0.3240087 0.32617567 0.40684757] [-0.14491761] [ 0.21870092 0.57608694 0.45982911 0.45894161 0.46248954 0.75882401 0.38614949 0.35103309 0.48544962 0.66741741] [-0.12142281] [ 0.2790515 0.71868956 0.48341162 0.61559077 0.60178401 0.70642408 0.36241288 0.38718381 0.44179556 0.75664596] [ 0.90885598] [ 0.56025278 0.63947423 0.44237235 0.4688022 0.36136393 0.31681146 0.45055211 0.64097012 0.55518016 0.38797662] [-0.4154103] [ 0.37275912 0.42689165 0.5734804 0.41908169 0.56188028 0.66227732 0.38112925 0.45314186 0.34585383 0.60724986] [ 1.0186289] [ 0.39209771 0.77202109 0.37983405 0.58631756 0.32536869 0.64294044 0.43696642 0.54130784 0.66305856 0.60257332] [ 0.05308234] [ 0.20599645 0.3758564 0.56622042 0.70005692 0.52837365 0.81715474 0.37284248 0.36250307 0.43822888 0.5776691 ] [-0.4189112] [ 0.75652608 0.65946373 0.5475249 0.56095086 0.44465161 0.30333522 0.44008288 0.71829353 0.52575613 0.57133561] [-0.39830498] [ 0.52567719 0.42806593 0.63186969 0.3115538 0.58904255 0.51035561 0.4738146 0.51624524 0.49776915 0.4474773 ] [ 0.46915448] [ 0.1274546 0.74254033 0.36379868 0.75759739 0.50065367 0.84850221 0.33771534 0.3357402 0.63220801 0.7789387 ] [-0.55495911] [ 0.46007589 0.62827838 0.49589184 0.56296698 0.53054829 0.52149558 0.46802549 0.46975131 0.59295618 0.45249781] [ 0.98073314] [ 0.6135371 0.51845762 0.55446102 0.34473597 0.45070363 0.27384694 0.43921778 0.56800621 0.43032813 0.46423649] [-0.31752347] [ 0.23562423 0.66155886 0.35337194 0.66515525 0.43919258 0.64612829 0.3586159 0.49676639 0.63195791 0.59391628] [-0.08852905] [ 0.68341035 0.62022985 0.57016712 0.35028169 0.35215322 0.27519451 0.6011173 0.67140142 0.60703295 0.41433829] [-0.41255722] [ 0.52697736 0.3012184 0.53022312 0.54458602 0.4676813 0.67922136 0.42414554 0.54381163 0.36601466 0.42387789] [-0.86085931] [ 0.46710413 0.55618114 0.52468581 0.61087604 0.33571907 0.49469274 0.44901052 0.52751534 0.52840069 0.44551398] [-0.6073422] [ 0.37222046 0.5892716 0.53033324 0.56938393 0.51294958 0.64992686 0.47733382 0.4939123 0.61596849 0.53499401] [-0.48068614] [ 0.78101915 0.61978229 0.55285147 0.37847594 0.31283594 0.14925983 0.4705019 0.73959008 0.61303017 0.25647634] [ 0.49012666] [ 0.65042041 0.49027149 0.58494925 0.5241358 0.51960901 0.34120428 0.45158197 0.58603683 0.40509979 0.50550359] [ 0.19887605] [ 0.20110734 0.60977666 0.39933628 0.67029743 0.50489117 0.6920259 0.40313555 0.34630808 0.48889407 0.5626936 ] [ 0.90375419] [ 0.53229094 0.33569566 0.59090967 0.38527762 0.45893055 0.40442949 0.45698984 0.58669317 0.36202997 0.2895971 ] [ 0.94972098] [ 0.34052113 0.61205199 0.45468365 0.55476964 0.44440017 0.5627391 0.42113061 0.40585907 0.46938857 0.50741816] [ 0.58084081] [ 0.64623221 0.65203603 0.53909285 0.42471565 0.41149283 0.54459153 0.55192934 0.67044122 0.54410477 0.45010441] [ 0.51612979] [ 0.54126423 0.56397449 0.5616827 0.3074216 0.47645297 0.40594043 0.49832293 0.5290897 0.4468625 0.38642653] [-0.81165542] [ 0.36419398 0.39609154 0.5819536 0.46927534 0.54912145 0.5921829 0.5634211 0.48473829 0.3894233 0.38157749] [ 0.76699456] [ 0.36858605 0.66559806 0.34745503 0.62615317 0.3632302 0.59616775 0.57202027 0.68663638 0.56769852 0.37534838] [-0.90163635] [ 0.47842214 0.57557816 0.39629786 0.57595129 0.32668106 0.24407355 0.35143701 0.57509749 0.5509249 0.29303194] [-0.1903578] [ 0.28937695 0.57513528 0.41423772 0.71673097 0.53094743 0.80188265 0.47623627 0.40749307 0.46336768 0.61433788] [ 0.50842528] [ 0.49119866 0.61511351 0.40856039 0.43283152 0.33099976 0.25944918 0.37175551 0.53551549 0.57890379 0.31816848] [-0.93142559] [ 0.68824431 0.48819139 0.53110449 0.35846963 0.40015428 0.26064919 0.41765884 0.67723625 0.55996927 0.26883905] [-0.53921599] [ 0.3981266 0.58452185 0.53163735 0.45961612 0.48280422 0.48570694 0.50999753 0.34025067 0.53779873 0.5329044 ] [-0.37310148] [ 0.38434334 0.36872135 0.66152446 0.39600458 0.49701609 0.67035459 0.39030385 0.53511595 0.32263876 0.55832073] [-0.37544023] [ 0.48769916 0.36840999 0.56404015 0.30274502 0.55681318 0.52111902 0.4283386 0.49606118 0.46222293 0.4362543 ] [-0.12798825] [ 0.32682758 0.63317422 0.461071 0.56345607 0.51205651 0.59124886 0.3489221 0.41205255 0.53753419 0.57624069] [-1.18381164] [ 0.64516347 0.74379083 0.48499163 0.43352935 0.48496415 0.46376168 0.47314163 0.68243067 0.55903997 0.52599366] [-0.71090133] [ 0.83619009 0.48869954 0.67165952 0.29768112 0.5157223 0.26436451 0.52280243 0.73636634 0.41915248 0.39704205] [-0.50847216] [ 0.4588091 0.41190978 0.66469664 0.38237824 0.59580975 0.52581473 0.42689924 0.41391769 0.44695804 0.52423021] [ 2.70263909] [ 0.74068598 0.55031623 0.53288207 0.42455165 0.34114034 0.13855832 0.443991 0.74497861 0.48803652 0.20456377] [-0.92440874] [ 0.4995403 0.71908126 0.38706117 0.55134616 0.43184148 0.47548884 0.44829567 0.51370071 0.65162236 0.52281819] [-0.91761778] [ 0.68947967 0.7398078 0.48216135 0.61641363 0.3710673 0.43576704 0.40420693 0.72282084 0.6022081 0.44707152] [ 0.24061604] [ 0.78425704 0.5720001 0.54488806 0.4284949 0.34094857 0.24516463 0.5326802 0.71617762 0.50040324 0.27481718] [-0.17419278] [ 0.75421119 0.43958551 0.60572687 0.38984659 0.48792416 0.25239839 0.46800359 0.71008356 0.40779866 0.42430676] [-0.53548593] [ 0.90376876 0.6380232 0.59990761 0.3392342 0.40218381 0.1489749 0.53011668 0.82793256 0.55688983 0.2864358 ] [-0.33168021] [ 0.67642511 0.70452734 0.51823367 0.59622696 0.30264601 0.29397463 0.44953824 0.56457224 0.69475745 0.39207419] [-0.25466391] [ 0.77762579 0.44535562 0.52028156 0.43957655 0.44271221 0.29141801 0.54130586 0.62534716 0.52323766 0.22763103] [ 0.41834454] [ 0.5026901 0.4768429 0.54527211 0.36566493 0.49221393 0.50854403 0.45770997 0.66613466 0.6386164 0.40082207] [-0.40487682] [ 0.82171906 0.65641698 0.45064987 0.41999588 0.28568702 0.11516717 0.52365824 0.63405831 0.66524343 0.22101559] [-0.05893676] [ 0.30838278 0.63182087 0.42339457 0.73145741 0.29124458 0.60561075 0.49778118 0.67743169 0.51975968 0.48820539] [-0.5744337] [ 0.41463693 0.73922515 0.41631593 0.64762509 0.32502996 0.52185031 0.37994184 0.58579437 0.48274093 0.4688114 ] [-0.87138223] [ 0.46676149 0.49870197 0.51820333 0.4293892 0.56300768 0.37760676 0.41275515 0.37837488 0.40445469 0.4475211 ] [-0.42337898] [ 0.48070192 0.42577346 0.62871486 0.50488097 0.39722522 0.60908532 0.43861573 0.45226951 0.39043878 0.44899119] [ 0.13688016] [ 0.31356322 0.61782015 0.39866574 0.72049824 0.46048287 0.67396483 0.47920534 0.41614002 0.50829377 0.62777782] [-0.54122863] [ 0.56769474 0.6168572 0.58662431 0.38117032 0.42089416 0.52448961 0.48598452 0.54012408 0.51535989 0.61100705] [-1.48867585] [ 0.7065989 0.67732472 0.51898165 0.36752445 0.32722894 0.26553987 0.43947505 0.67631768 0.51230175 0.40338667] [-0.45307936] [ 0.45055447 0.58765464 0.41056136 0.33177063 0.49862294 0.61561975 0.40119828 0.38025485 0.39993118 0.54779566] [-0.51701068] [ 0.76633297 0.44356256 0.62486868 0.42336906 0.51015448 0.1913475 0.46202569 0.72043728 0.54148778 0.30911959] [-0.03845535] [ 0.24838972 0.62744069 0.46268511 0.63941159 0.46476747 0.80394966 0.30525645 0.47136602 0.463815 0.66626181] [ 1.54284299] [ 0.48937283 0.58471595 0.54799322 0.54158034 0.53964346 0.55713789 0.47579744 0.5892376 0.5254627 0.49006224] [ 0.18827146] [ 0.57568614 0.60351966 0.49504642 0.4961248 0.41370104 0.54234493 0.51801312 0.61996876 0.46970915 0.52321779] [ 0.48574306] [ 0.18774708 0.42404227 0.53384627 0.60930215 0.51615226 0.71593085 0.34305484 0.36194471 0.31825234 0.53488951] [-0.34761867] [ 0.79298657 0.69780209 0.52622808 0.26276426 0.24084015 0.20514454 0.55657194 0.69834214 0.5994744 0.31619502] [-0.25238118] [ 0.76376815 0.4628873 0.57406874 0.45401289 0.50449208 0.23486244 0.45321282 0.64838188 0.52336916 0.31522537] [-1.1592496] [ 0.50631083 0.7401636 0.40473549 0.55116126 0.30788051 0.3574351 0.37975274 0.61151286 0.64933868 0.44974846] [-0.99109022] [ 0.62126629 0.69174146 0.49006722 0.52662233 0.49029375 0.46202 0.41525338 0.64467868 0.49813091 0.51297492] [-0.8775453] [ 0.58091362 0.56912521 0.50667166 0.52846108 0.27459599 0.33303034 0.41224303 0.45530347 0.51483489 0.34125127] [-0.31210785] [ 0.39304765 0.74307055 0.35579981 0.73459221 0.28930063 0.48506642 0.36468602 0.5719923 0.58490987 0.54362558] [-0.93290395] [ 0.466247 0.74474023 0.3385349 0.72448844 0.3254036 0.46330167 0.40467268 0.61989244 0.46947804 0.46010629] [ 1.26365206] [ 0.73381234 0.26991771 0.64438927 0.29464034 0.41482287 0.20226901 0.520281 0.7595272 0.36801398 0.18146348] [ 0.29787179] [ 0.36281569 0.41251748 0.65002263 0.4749442 0.56992985 0.620043 0.39699144 0.33298891 0.31173218 0.50912598] [-0.61996092] [ 0.51370179 0.35506384 0.63971895 0.47409541 0.52291343 0.37971554 0.47246555 0.45673719 0.30924114 0.5478681 ] [-0.18927374] [ 0.48326906 0.35327195 0.55444351 0.48856488 0.45747136 0.2915816 0.36599725 0.52119624 0.44369457 0.28373747] [-0.01594549] [ 0.27844252 0.67910973 0.33750936 0.72209544 0.44878319 0.69904707 0.42229501 0.47014173 0.54732216 0.64625488] [ 0.05855505] [ 0.26672896 0.40970907 0.5495723 0.47943506 0.54997842 0.58266414 0.41200532 0.28025174 0.43329523 0.5980848 ] [ 0.03366076] [ 0.65574447 0.7142156 0.54956498 0.46138744 0.38399675 0.4183717 0.56556202 0.67767552 0.63442259 0.45466143] [-0.20970176] [ 0.52286833 0.73559054 0.46513793 0.62079313 0.46099586 0.59383268 0.46586187 0.52135346 0.50670711 0.5416259 ] [-0.82104106] [ 0.56812664 0.76103343 0.48450361 0.71295207 0.40608969 0.51240284 0.33357537 0.5868848 0.58558959 0.50938962] [-0.15550698] [ 0.64486878 0.29870388 0.6665868 0.3270551 0.44242765 0.38937256 0.42133783 0.58009488 0.37642363 0.27851453] [-0.21879972] [ 0.45147749 0.33940413 0.64495741 0.3683813 0.49556159 0.55136528 0.48015235 0.40005805 0.47629925 0.412975 ] [-1.52065497] [ 0.71100603 0.80830814 0.36862398 0.55633766 0.27090551 0.20825463 0.4367258 0.5936629 0.59753667 0.40184724] [ 0.08776871] [ 0.80451697 0.63693061 0.6316148 0.30825355 0.3929677 0.25282759 0.56989078 0.80256078 0.66035543 0.31368006] [-0.20182437] [ 0.44867265 0.44774029 0.6247343 0.55423563 0.41633553 0.49163967 0.41715205 0.41971949 0.41774687 0.45373282] [-0.13208941] [ 0.2270838 0.62815578 0.48613178 0.70063608 0.53261523 0.71309623 0.36223541 0.32178809 0.4979413 0.64490358] [ 0.90629946] [ 0.39843105 0.59112811 0.48335627 0.50250344 0.38315837 0.55551246 0.32609641 0.55172106 0.55163936 0.47059222] [-1.22029413] [ 0.69370384 0.73850593 0.60452912 0.43402061 0.3878835 0.44798827 0.58126536 0.69748857 0.58629283 0.46296882] [-0.99725068] [ 0.4901332 0.73981254 0.38555337 0.68696859 0.31662096 0.32655023 0.28902105 0.56584792 0.51887604 0.55139886] [-0.98087698] [ 0.55614691 0.6910065 0.52431639 0.54787337 0.45182103 0.45598585 0.46828525 0.57037501 0.57389969 0.586318 ] [-0.54451619] [ 0.82144389 0.55633976 0.55762996 0.32952325 0.42098166 0.26959072 0.55535935 0.6755081 0.41530933 0.28807256] [ 1.1477148] [ 0.82329448 0.55676553 0.61379846 0.36835472 0.44670156 0.17027372 0.44954821 0.69484448 0.53811751 0.22669901] Progress: 9.4% ... Training loss: 0.632 ... Validation loss: 1.181[ 1.66556616] [ 0.64982514 0.75520686 0.36281783 0.54629089 0.25716679 0.24645453 0.45845369 0.67529934 0.57911872 0.36896223] [-1.05864242] [ 0.70022408 0.51082076 0.54583829 0.12727493 0.55569166 0.36804031 0.57668063 0.57842657 0.47142678 0.42537085] [ 0.15661189] [ 0.59559132 0.66842308 0.35947991 0.58487396 0.25657901 0.33914793 0.35315156 0.56044671 0.52762058 0.36452005] [ 0.44585046] [ 0.34719285 0.60936245 0.36178512 0.50276388 0.38172827 0.53819417 0.39102495 0.46046766 0.46364348 0.51072175] [ 0.84394888] [ 0.76052293 0.67552272 0.43812165 0.51598332 0.26766069 0.1843251 0.48330761 0.67405908 0.65882655 0.54166776] [ 0.24602666] [ 0.36723791 0.49512533 0.54809052 0.52436462 0.48096225 0.81859122 0.36054425 0.6108445 0.42237036 0.5761838 ] [-0.53637884] [ 0.42727605 0.60800546 0.44048036 0.61671139 0.38201802 0.59521865 0.50873333 0.55799015 0.54257082 0.39218388] [-0.88739481] [ 0.90703941 0.6660568 0.59642764 0.37057169 0.36264753 0.24229735 0.52813812 0.86081394 0.6087072 0.35453826] [-0.15453591] [ 0.28444923 0.45255207 0.54303908 0.4144179 0.55330277 0.69315936 0.43274288 0.41647118 0.46602128 0.60418471] [-0.15404888] [ 0.56257843 0.46461866 0.60538242 0.39878129 0.4707825 0.34271257 0.51909542 0.53023768 0.43534338 0.39561146] [-0.43410452] [ 0.38835334 0.74909213 0.40168287 0.67649746 0.30532889 0.49675177 0.42258046 0.57871815 0.60787499 0.50397238] [ 0.40460235] [ 0.19918933 0.4271008 0.52339129 0.56865909 0.55134971 0.8069039 0.359312 0.29811833 0.32843945 0.64713748] [ 0.96730795] [ 0.63284647 0.60712074 0.41696525 0.48556772 0.28732066 0.33969012 0.50174058 0.61174485 0.64118758 0.29661179] [ 0.28615324] [ 0.38524483 0.51945221 0.62113474 0.38935019 0.53112633 0.6758309 0.41978114 0.36026112 0.50043447 0.62481894] [ 0.28403548] [ 0.28877973 0.59526073 0.56276907 0.5428158 0.48732962 0.74113096 0.41225649 0.37572419 0.39977866 0.66856904] [ 0.10534529] [ 0.36529495 0.38183896 0.4843533 0.57204076 0.53113633 0.70018046 0.45921166 0.57169685 0.44527792 0.38001398] [-0.28074663] [ 0.66816326 0.5376229 0.5307872 0.47708343 0.43550743 0.24415476 0.41960104 0.6937717 0.44030663 0.3439541 ] [ 0.44540926] [ 0.82022827 0.56061682 0.5737365 0.40803021 0.42806182 0.20259312 0.46337364 0.74699071 0.53563994 0.2432786 ] [ 0.06357019] [ 0.27930791 0.57597726 0.42619 0.48041195 0.55261349 0.70000297 0.27538552 0.38385128 0.34642169 0.62371599] [-0.46507842] [ 0.5254904 0.41559464 0.512461 0.35490991 0.40059507 0.41047448 0.44493844 0.64062846 0.51578616 0.29079741] [ 2.07002146] [ 0.77351337 0.66097992 0.50470623 0.53430407 0.41381254 0.3547094 0.46286627 0.77784085 0.60969871 0.31055538] [-0.57319473] [ 0.7383042 0.62750097 0.45148721 0.52371725 0.24801206 0.33281972 0.35766401 0.66015605 0.61699148 0.32430457] [ 0.16027027] [ 0.16540272 0.43221127 0.49749334 0.65936442 0.61563977 0.83508512 0.47897614 0.38486004 0.30332238 0.56620639] [-0.42519092] [ 0.37215912 0.71588039 0.39744973 0.69947995 0.47428267 0.51897705 0.38886571 0.4884542 0.55284424 0.52973808] [ 1.29268198] [ 0.65589373 0.46129838 0.59072649 0.42785076 0.42457494 0.2825127 0.4080618 0.64703601 0.4122457 0.24524969] [ 0.24258194] [ 0.26907836 0.71799304 0.34612088 0.59300436 0.46867285 0.72478082 0.26554761 0.42367569 0.46225355 0.66160235] [-0.14244249] [ 0.34889131 0.6340529 0.41136539 0.44952008 0.50784228 0.61814843 0.38087518 0.34339351 0.34533536 0.66129917] [-0.25694961] [ 0.3966375 0.69059392 0.43633269 0.56246181 0.58608932 0.47279271 0.3459152 0.39651143 0.42248571 0.73458304] [-0.29992684] [ 0.59531787 0.588644 0.53288929 0.65676577 0.55319943 0.39780104 0.43245493 0.62296878 0.51778761 0.47057676] [-0.26611041] [ 0.42736474 0.42111471 0.5352844 0.42513401 0.47263539 0.619278 0.41527147 0.54009347 0.48269458 0.41309062] [-0.76137853] [ 0.64982666 0.7530523 0.43839597 0.67220985 0.52054977 0.47516854 0.34644889 0.63758014 0.57364308 0.51304663] [ 0.26747128] [ 0.26656523 0.53248184 0.45680214 0.61158837 0.47108419 0.56195282 0.53703102 0.48873739 0.41650857 0.56706232] [ 0.12318129] [ 0.70016172 0.52737826 0.55643034 0.39663511 0.44267717 0.22578541 0.47366368 0.54683517 0.53779341 0.26121239] [ 1.54142682] [ 0.48845159 0.57434399 0.43059181 0.56956729 0.33770332 0.48669129 0.47755981 0.61627756 0.59485406 0.34961395] [-0.1193539] [ 0.6381447 0.600105 0.53051412 0.4851448 0.28818194 0.23295539 0.52928767 0.63112411 0.54543921 0.36019329] [ 0.03241431] [ 0.41480835 0.53732974 0.45528194 0.56530024 0.51437697 0.56614566 0.36830459 0.57001319 0.58810797 0.52898421] [ 0.04654021] [ 0.26504085 0.65001192 0.33278409 0.71197243 0.48437935 0.72341127 0.33665116 0.44204463 0.54736404 0.46932877] [ 0.55495723] [ 0.52701286 0.3230994 0.57841363 0.34605614 0.49611652 0.40041067 0.39920044 0.5487561 0.28657254 0.37499677] [ 1.57319235] [ 0.43916693 0.71856424 0.4309752 0.70943785 0.49199639 0.60182534 0.39485466 0.5717339 0.50655661 0.49287119] [-0.53470818] [ 0.61515083 0.30786729 0.71352822 0.36049602 0.52263823 0.44172199 0.48605737 0.47727365 0.33853898 0.43463279] [ 0.56621057] [ 0.70269287 0.70888473 0.52336083 0.6029786 0.40892496 0.50847148 0.46460672 0.72220059 0.60710523 0.52596551] [-0.46586082] [ 0.44257282 0.2964343 0.70746401 0.46709038 0.50864176 0.56544541 0.39087473 0.40402198 0.2417267 0.57836476] [ 0.64102006] [ 0.33454302 0.62389399 0.35216857 0.53675339 0.43622047 0.82564729 0.38627766 0.67124485 0.56678403 0.57676351] [ 1.16155126] [ 0.63550292 0.6095571 0.51513331 0.46335309 0.26322439 0.20589893 0.41779506 0.69279668 0.44695264 0.29264097] [ 1.35676444] [ 0.30456833 0.75778134 0.3271315 0.57528485 0.41426588 0.66629256 0.41957169 0.47331619 0.58519369 0.59732235] [ 0.45967576] [ 0.72364706 0.58012698 0.52616036 0.47466019 0.42625303 0.32849925 0.48933389 0.69054719 0.65910622 0.27587912] [ 0.14668911] [ 0.39318611 0.53789214 0.44569645 0.67592748 0.40711418 0.55035138 0.548109 0.55485192 0.48433483 0.48802063] [-0.69651278] [ 0.75077269 0.47254479 0.61796607 0.3416468 0.38165064 0.19395658 0.47966361 0.7098418 0.5511444 0.23628902] [-0.57097464] [ 0.56368482 0.41764191 0.70500869 0.36570676 0.50254584 0.49802327 0.47133764 0.52011565 0.51341489 0.45506155] [-1.07102306] [ 0.64709636 0.64405244 0.47338411 0.48271153 0.35047418 0.28929929 0.44902367 0.51258019 0.43770331 0.44865649] [-0.13670629] [ 0.39505673 0.67148255 0.38691046 0.59540671 0.45633766 0.58438383 0.42833611 0.4768268 0.49558292 0.58275764] [ 0.62729486] [ 0.36475782 0.61379797 0.53676958 0.52070662 0.50699473 0.63819757 0.384799 0.45539733 0.45768196 0.54115964] [-0.54059763] [ 0.73566468 0.66378464 0.45950537 0.3572074 0.41416647 0.10683686 0.43620523 0.6545843 0.6412729 0.29865229] [-0.76578516] [ 0.61681805 0.5946661 0.53673117 0.63245648 0.54618311 0.43074384 0.49872477 0.55586896 0.60687067 0.3294352 ] [-0.32248963] [ 0.6481665 0.74886336 0.41726517 0.41871167 0.31792545 0.25151491 0.36883148 0.76897341 0.5950881 0.39246588] [ 0.24635895] [ 0.18207352 0.54069812 0.48002157 0.59414854 0.53633105 0.76558593 0.38176331 0.32167437 0.56885586 0.68420881] [ 0.19080856] [ 0.39188399 0.72635241 0.31577647 0.42406899 0.39803373 0.66932245 0.37420332 0.51271408 0.49093329 0.56466808] [ 0.57497733] [ 0.48205654 0.70076649 0.39424273 0.67781023 0.44976567 0.61370138 0.47977858 0.58790873 0.5584995 0.52761448] [ 1.08587299] [ 0.2363131 0.55140821 0.43794815 0.56156882 0.54092152 0.60506143 0.36374561 0.34093455 0.50387974 0.60862275] [ 0.13594183] [ 0.40608493 0.73795289 0.32588473 0.67263472 0.31492352 0.42572216 0.39630816 0.36629276 0.7175565 0.43198052] [-0.28325178] [ 0.57418391 0.67422098 0.49902756 0.60440809 0.28197752 0.35908082 0.41626216 0.56560087 0.50409541 0.52348328] [-0.7425808] [ 0.60676212 0.6060371 0.50455292 0.60803246 0.37688526 0.33964965 0.43439718 0.49188226 0.55570327 0.34088204] [ 0.0724101] [ 0.25997375 0.69943817 0.35684157 0.70315691 0.45725461 0.73212864 0.34715297 0.49040484 0.559569 0.63283018] [ 0.02054383] [ 0.32626059 0.47450523 0.60141669 0.4680264 0.57294682 0.54986313 0.4651282 0.32260039 0.52352654 0.53626744] [ 1.68046508] [ 0.68420789 0.62625593 0.50171424 0.56396382 0.2602796 0.26151349 0.45765435 0.66724257 0.55450843 0.30911446] [-0.58268908] [ 0.68475523 0.642435 0.56407388 0.55800319 0.42097841 0.39261447 0.38239447 0.64418263 0.5231564 0.39939099] [ 0.20416357] [ 0.28028938 0.46195458 0.52255133 0.50718449 0.48255347 0.69105286 0.2904592 0.33815385 0.29209846 0.53007101] [ 0.09527148] [ 0.20194548 0.60024704 0.37302311 0.67422227 0.51800824 0.71550251 0.32559564 0.34972237 0.48233481 0.6267063 ] [-0.01867071] [ 0.47219077 0.57805544 0.49302759 0.6550388 0.34688629 0.51923377 0.39634594 0.61324437 0.39617646 0.37931287] [ 1.46243441] [ 0.61099202 0.64708613 0.37279111 0.6000464 0.28106791 0.14893146 0.42348397 0.66624911 0.54934323 0.4843513 ] [-0.78453789] [ 0.43225408 0.61498805 0.36574252 0.67153215 0.32226927 0.33276874 0.40546576 0.42272574 0.50961334 0.36473274] [ 0.28975536] [ 0.50263744 0.62740198 0.46841134 0.576481 0.38000325 0.53326167 0.37038884 0.50797332 0.56700182 0.49422629] [ 0.32849349] [ 0.76240886 0.62296441 0.5542963 0.42728546 0.42824712 0.24149887 0.52358817 0.67621273 0.60558991 0.35686574] [ 0.31368604] [ 0.19029357 0.65056867 0.39700862 0.7271102 0.52352442 0.82638457 0.39001054 0.30291012 0.48817219 0.68335965] [ 0.19451177] [ 0.63963018 0.61198921 0.51378547 0.45907093 0.35812641 0.22656209 0.41341952 0.6703237 0.42798959 0.46704259] [-0.86231987] [ 0.82238466 0.48443541 0.57861423 0.27853074 0.3348708 0.22838394 0.44174277 0.76828296 0.52988088 0.26801508] [ 1.08551431] [ 0.46042075 0.63149308 0.46434114 0.44496434 0.31992512 0.39975217 0.40958091 0.57914437 0.48606191 0.50010273] [-0.21270922] [ 0.66267019 0.34269731 0.66927001 0.32283532 0.37733781 0.47726717 0.43593901 0.61090526 0.32983198 0.32326962] [-0.67125506] [ 0.59763007 0.63098311 0.49176556 0.52482423 0.45048207 0.50510939 0.46737499 0.60409901 0.42532742 0.64865288] [-0.05215628] [ 0.37899972 0.80147277 0.44604371 0.71336017 0.49229284 0.67206304 0.37327039 0.4918761 0.65426916 0.77968217] [ 1.04267268] [ 0.58709513 0.71283889 0.43926756 0.62714258 0.46494158 0.60553087 0.42146725 0.69924878 0.50612004 0.46318358] [-0.07430397] [ 0.36598778 0.37435768 0.629803 0.47286137 0.55895073 0.45791324 0.40516158 0.29638044 0.44130949 0.40716725] [ 1.68815838] [ 0.63990039 0.80019142 0.46392504 0.68829887 0.42943569 0.45502925 0.40495194 0.64020029 0.61846072 0.47556256] [ 0.10558532] [ 0.40144831 0.72721318 0.38247098 0.66411515 0.3615969 0.45809872 0.39007933 0.45583697 0.66550973 0.46858913] [-0.49329798] [ 0.34727723 0.32218207 0.63115974 0.44940705 0.60194605 0.52082366 0.44921852 0.28727653 0.35557854 0.39038105] [-0.8005843] [ 0.54488479 0.66083326 0.47241336 0.52188601 0.28692285 0.29823636 0.43094274 0.61272372 0.57519218 0.38437135] [-0.6955026] [ 0.81815248 0.48721397 0.54683325 0.21930301 0.40707321 0.14652434 0.51428469 0.68200652 0.40959497 0.31604255] [-0.21112875] [ 0.38965418 0.24160438 0.68289711 0.38073212 0.57109983 0.49987707 0.42951452 0.38959823 0.37586882 0.32154877] [ 2.52980141] [ 0.71433179 0.74977542 0.46020897 0.55915327 0.41970689 0.34455805 0.48201245 0.72338613 0.64972228 0.37273247] [-0.63297212] [ 0.67507049 0.70299272 0.48706911 0.51596677 0.23085509 0.31271232 0.4144175 0.59745395 0.60202314 0.40005944] [-0.17731373] [ 0.27782014 0.54401432 0.36196814 0.56772369 0.42584236 0.72156927 0.3534604 0.62923338 0.38931976 0.46884889] [-0.77860421] [ 0.55662451 0.63668132 0.5820409 0.45592959 0.49665291 0.53210645 0.58576643 0.50465316 0.597909 0.45798087] [-0.4142113] [ 0.56962316 0.68165595 0.44027758 0.53564498 0.31416035 0.32031996 0.46552074 0.5545382 0.61586685 0.39425212] [-0.16121875] [ 0.43638359 0.34345687 0.67998913 0.33992665 0.53721897 0.4342455 0.40940932 0.46050217 0.27900036 0.46350661] [ 0.50476897] [ 0.46369053 0.51574819 0.57219347 0.29420373 0.49143681 0.54986659 0.45028563 0.58571353 0.49012044 0.57081265] [ 0.1446254] [ 0.24755492 0.59365576 0.45199486 0.69214481 0.48707683 0.78006023 0.4431887 0.38219578 0.42817259 0.63839057] [ 0.2724214] [ 0.72098681 0.59977428 0.51095342 0.40191509 0.32296927 0.15141776 0.50184321 0.7247887 0.5581219 0.27145805] [ 0.24098947] [ 0.33804972 0.47399626 0.62835346 0.50123611 0.51619413 0.64008427 0.4016454 0.38920497 0.31713399 0.69451761] [-0.23370956] [ 0.55790551 0.36177384 0.66535798 0.35115339 0.48291454 0.36388027 0.439823 0.59209565 0.44791866 0.35895425] [-0.21473044] [ 0.63546814 0.72766287 0.54211899 0.52210608 0.50804344 0.41803701 0.45026423 0.67541288 0.58202143 0.50562491] [-0.49480054] [ 0.44606544 0.65198578 0.42258996 0.55972353 0.4901557 0.33904969 0.43655002 0.52926655 0.51343826 0.71027984] [ 0.56995515] [ 0.27721969 0.72298436 0.43345929 0.64768087 0.40635308 0.65292629 0.51105649 0.55290541 0.52779476 0.60800428] [ 0.00150193] [ 0.40515912 0.26320788 0.73040083 0.31957579 0.50387756 0.62573749 0.40834921 0.33427023 0.23082928 0.4819386 ] [ 2.48859208] [ 0.52509743 0.68441015 0.45316276 0.45186579 0.37305552 0.45363278 0.48825123 0.67271065 0.50094219 0.55302399] [-0.65853025] [ 0.55751008 0.65836018 0.48167186 0.64956681 0.43411855 0.41730321 0.4239974 0.61528576 0.55216638 0.38208741] [ 0.12381527] [ 0.34988883 0.43910532 0.50769598 0.57042832 0.49428616 0.66173038 0.48223305 0.60128097 0.39033373 0.37881273] [ 0.05532363] [ 0.65656823 0.61763428 0.50679988 0.57065868 0.49751787 0.45413377 0.37457381 0.65016328 0.62260398 0.36102768] [-0.42709596] [ 0.71937755 0.71591302 0.43155527 0.36352119 0.29733433 0.27469279 0.45274474 0.6289694 0.59612776 0.35587036] [-0.94234548] [ 0.78648821 0.76150287 0.51103763 0.27617163 0.31285503 0.18052973 0.49217265 0.79141589 0.72387038 0.38691874] [ 0.13002808] [ 0.22696399 0.35890959 0.59164038 0.53812039 0.49028198 0.68670248 0.4483359 0.31590554 0.43624828 0.50617131] [ 0.12129697] [ 0.16612741 0.47582169 0.54054182 0.45609823 0.58576122 0.75887523 0.46307576 0.24293584 0.49586491 0.65187851] [ 1.19967664] [ 0.66109314 0.60092734 0.5181354 0.42982383 0.41473682 0.1872942 0.35683643 0.63888459 0.5531201 0.29848907] [-0.27218346] [ 0.33698078 0.67415175 0.3461504 0.65693026 0.40829276 0.70006228 0.42067017 0.583291 0.49105434 0.5551796 ] [ 1.80641804] [ 0.7078489 0.708054 0.42459798 0.56808756 0.23768054 0.1690195 0.43216666 0.65488278 0.62539891 0.36512329] [-0.57064403] [ 0.79340396 0.71197889 0.47034181 0.41098893 0.24439464 0.32871745 0.43907451 0.70011417 0.68879317 0.38196092] [-0.24228885] [ 0.76825175 0.49331703 0.61455659 0.44748403 0.51151523 0.24362208 0.48486356 0.68994161 0.6227192 0.23710945] [-0.57393833] [ 0.73816376 0.76643216 0.43777628 0.43420399 0.32720728 0.18271319 0.38947952 0.72355046 0.67808222 0.32595501] [ 0.10673705] [ 0.76496295 0.49925279 0.55744307 0.46359774 0.37726525 0.27468897 0.55835454 0.73821075 0.42984035 0.40792301] [ 1.33750409] [ 0.36574125 0.69094477 0.46920309 0.55809693 0.45857873 0.68401874 0.34904894 0.45317327 0.46181917 0.63857236] [ 1.75669454] [ 0.70257821 0.68483301 0.48144671 0.36278638 0.33222671 0.21705792 0.57673076 0.71378005 0.6810733 0.28680067] [ 0.24839337] [ 0.18283903 0.71256811 0.37119774 0.69453343 0.4412634 0.82636194 0.42060442 0.40045413 0.55395573 0.70177742] [-0.42943822] [ 0.55999326 0.50405786 0.50001666 0.62776005 0.53903656 0.39345988 0.41652907 0.56477696 0.5103441 0.32854618] [ 1.27246498] [ 0.30855637 0.57193155 0.47497961 0.59810135 0.52135908 0.57849038 0.41094525 0.31259096 0.45996853 0.49045874] [ 1.08722609] [ 0.37955055 0.50756397 0.53050161 0.49292861 0.49258784 0.46001855 0.33922439 0.33263425 0.43728402 0.45637735] [ 0.9576091] [ 0.77968018 0.53189891 0.65894322 0.30386254 0.48082869 0.31752288 0.51120653 0.6867693 0.42740915 0.36182664] [-0.07833059] [ 0.61840987 0.47786526 0.62855744 0.46754102 0.51580424 0.45702583 0.50338322 0.58057614 0.43759662 0.48467523] [-0.0662175] [ 0.36765415 0.53401174 0.46503824 0.45059347 0.52021994 0.58451897 0.47259961 0.42019819 0.45132534 0.49560378] [ 0.17539261] [ 0.35464547 0.48236827 0.60536598 0.55571373 0.50591477 0.59540792 0.44105293 0.37693937 0.39341837 0.69944104] Progress: 9.7% ... Training loss: 0.616 ... Validation loss: 1.004[-0.37346985] [ 0.48284682 0.38003913 0.58000422 0.41559244 0.51439971 0.56939611 0.4057678 0.39175209 0.33204933 0.41222461] [-0.53282509] [ 0.42560379 0.29320222 0.58613379 0.2865953 0.51537749 0.5353654 0.48633576 0.40512353 0.33643267 0.34412297] [-0.41207436] [ 0.81174672 0.37992849 0.64931313 0.25219989 0.34977902 0.10594448 0.4694896 0.81030828 0.50708783 0.16883745] [ 0.10707602] [ 0.22305761 0.67784627 0.44237932 0.69678553 0.49191191 0.71952544 0.42492683 0.44789093 0.55695813 0.68434699] [ 0.60856946] [ 0.49571394 0.67209167 0.38378604 0.45102327 0.36501223 0.21850518 0.37236925 0.46996522 0.64127201 0.30243522] [-0.28246944] [ 0.30081157 0.60609559 0.49527354 0.71313148 0.42315477 0.62181496 0.32400319 0.31827293 0.41036311 0.5853612 ] [ 0.28347023] [ 0.19778129 0.58502663 0.44688722 0.70017437 0.55023866 0.79435371 0.40558081 0.30755503 0.3867157 0.64203338] [-0.03614873] [ 0.32579133 0.66599375 0.39180509 0.63350378 0.52782875 0.72556173 0.36416663 0.39205149 0.5357318 0.60796013] [-0.80747109] [ 0.61371777 0.74762211 0.46931656 0.54262775 0.27283754 0.36077694 0.40754489 0.54421983 0.58911774 0.47996013] [-1.17530559] [ 0.6974116 0.75387008 0.50037806 0.60333549 0.35838725 0.36938662 0.44467786 0.6666584 0.54841888 0.52664879] [-0.50789127] [ 0.81641764 0.45422525 0.68436201 0.33536035 0.50277231 0.24500716 0.4568453 0.7687659 0.49284134 0.29324175] [ 2.14235811] [ 0.32159887 0.62196078 0.39871581 0.60639644 0.46693675 0.80325894 0.36285475 0.60734076 0.5859039 0.59200134] [-1.15472699] [ 0.65203296 0.52718374 0.63881782 0.47880196 0.54545222 0.40717784 0.37867944 0.54876719 0.39259199 0.40853771] [-0.43521469] [ 0.75773967 0.744722 0.49089022 0.35200312 0.44249043 0.44441901 0.56957047 0.64227272 0.58893909 0.45497872] [-0.66708904] [ 0.80444124 0.32675716 0.63126298 0.44666204 0.51298215 0.31063074 0.53513452 0.7689427 0.34513174 0.21451358] [ 1.24279754] [ 0.83383377 0.56160205 0.53052753 0.38262137 0.22334455 0.12447259 0.51273554 0.74695326 0.56364957 0.18150248] [-0.84764651] [ 0.56354297 0.82518553 0.3873903 0.64568174 0.42996853 0.53782478 0.31426536 0.68930114 0.60616031 0.62832757] [-0.09246891] [ 0.29093419 0.47370676 0.5171513 0.55353348 0.55645671 0.72879481 0.33778483 0.43677755 0.26616978 0.60545416] [ 1.62289707] [ 0.8698701 0.4648466 0.54554658 0.44903359 0.33652575 0.10762325 0.6081532 0.86944384 0.39949284 0.33154791] [-0.46480435] [ 0.39676268 0.60051423 0.45133378 0.36612961 0.38055399 0.57261036 0.35964703 0.44224047 0.45902343 0.55293385] [-0.45906915] [ 0.3188474 0.53563921 0.42005138 0.5154109 0.41468502 0.64612932 0.37469058 0.43127084 0.41750724 0.45408833] [ 0.21275192] [ 0.22500698 0.46975842 0.52507424 0.64876966 0.49442592 0.73013621 0.35962121 0.41851155 0.48802141 0.54699882] [ 0.80609094] [ 0.81281209 0.55635442 0.60970917 0.30340318 0.28853765 0.12975247 0.52633728 0.77088302 0.52687632 0.20706579] [-0.28349039] [ 0.28919331 0.46717493 0.56383582 0.38402794 0.63491159 0.55422934 0.45979824 0.31736032 0.40759462 0.54480565] [ 0.66236613] [ 0.76823047 0.61727287 0.54150033 0.33766566 0.29544969 0.11616845 0.44286092 0.76288534 0.51517861 0.21693755] [-0.55287715] [ 0.37445405 0.66368308 0.50414033 0.54906792 0.50022488 0.57395075 0.42036533 0.35721404 0.59274428 0.55756784] [ 0.06519084] [ 0.46727753 0.80150985 0.36187182 0.73378748 0.23825522 0.35507239 0.437522 0.57915321 0.6586329 0.62188162] [-1.4314036] [ 0.72546555 0.60358227 0.51241291 0.56613262 0.28610468 0.24226191 0.39346954 0.56018329 0.50342778 0.2795825 ] [-1.12649588] [ 0.62371846 0.59191507 0.45063983 0.61327388 0.40739291 0.34091345 0.51669515 0.66350977 0.51305633 0.61759257] [-0.70837466] [ 0.44619989 0.64147975 0.37438228 0.64636432 0.39801664 0.38487952 0.37629095 0.61229999 0.6072507 0.53487484] [-0.35650751] [ 0.6568487 0.64658683 0.49394942 0.44199518 0.43041717 0.36617178 0.57968254 0.67528257 0.47113232 0.45768292] [-0.6181357] [ 0.45382769 0.31352193 0.62485798 0.55754031 0.39744159 0.42345422 0.46009372 0.41682722 0.40789975 0.30897268] [ 0.56554141] [ 0.417463 0.39720678 0.6662397 0.60737118 0.5035872 0.56053872 0.3881983 0.38897442 0.46341108 0.43823591] [-0.28174992] [ 0.39668888 0.69991774 0.45987081 0.60267257 0.32251232 0.51196776 0.36117483 0.48942783 0.4641626 0.58566151] [-0.28050246] [ 0.54843258 0.54622441 0.65400988 0.36149632 0.62418058 0.45063848 0.41668105 0.53616135 0.32038506 0.65910389] [-1.19205808] [ 0.66999432 0.6542578 0.58383884 0.43871916 0.41336696 0.43427819 0.50297756 0.64905211 0.50432383 0.42054834] [ 1.23172039] [ 0.72570452 0.76467455 0.41379618 0.42445325 0.21041776 0.34474877 0.43545947 0.72465987 0.68509408 0.42410839] [-1.13846635] [ 0.55538834 0.77595985 0.39264844 0.62541989 0.27009489 0.30121876 0.38674147 0.53814803 0.6771229 0.5319942 ] [ 0.53290701] [ 0.56185384 0.45395547 0.5389161 0.46771004 0.51098401 0.32129664 0.43616373 0.49539659 0.4476827 0.60585091] [-0.32368662] [ 0.30941384 0.58947689 0.43657183 0.51986332 0.55636576 0.78296928 0.33390754 0.58528271 0.47745023 0.67164262] [-0.35232923] [ 0.45117366 0.50614919 0.59758351 0.36342556 0.47311308 0.55304785 0.45096624 0.43535731 0.47440904 0.5198561 ] [ 0.18292649] [ 0.86406865 0.60863732 0.50328795 0.31360424 0.2441696 0.09153605 0.49577854 0.73233484 0.60163114 0.16968431] [ 0.6546901] [ 0.69579742 0.55321853 0.52523027 0.38890382 0.31979293 0.1983375 0.44911621 0.57520071 0.54615303 0.29419064] [-0.28218735] [ 0.44454602 0.56001457 0.48034722 0.65408078 0.49834099 0.58789941 0.43960487 0.48911907 0.45460054 0.47203482] [-0.00914269] [ 0.171015 0.40154114 0.59415583 0.61763672 0.57077457 0.80063211 0.43989083 0.2559955 0.43864289 0.61273992] [ 1.20253643] [ 0.46745093 0.51891454 0.43043077 0.46699245 0.42016392 0.48641253 0.45147776 0.58154577 0.49762183 0.29576426] [ 0.1284041] [ 0.23928391 0.42497302 0.51138655 0.64795036 0.54950761 0.76019807 0.47868547 0.34345207 0.42451434 0.48996318] [ 0.45094875] [ 0.25271204 0.58670265 0.41328579 0.72953362 0.53977455 0.66841828 0.42914336 0.3152252 0.46320973 0.55415545] [-0.04438727] [ 0.50655952 0.5593446 0.52492541 0.56085951 0.462994 0.68661184 0.4121341 0.57848005 0.35501177 0.53696073] [-0.01454517] [ 0.26452651 0.50614772 0.48842088 0.55949656 0.46440316 0.51725009 0.50935243 0.41140669 0.5044793 0.45996652] [-0.00352566] [ 0.76175718 0.57181158 0.6245354 0.3256717 0.41696474 0.28260268 0.60475451 0.73854196 0.66755859 0.31410636] [-0.28700739] [ 0.30444972 0.5144597 0.63365062 0.49157175 0.45216726 0.71288958 0.41322077 0.33729245 0.49692656 0.62006366] [-0.41173503] [ 0.29138457 0.54355453 0.44264127 0.61181142 0.48534036 0.74259479 0.42549863 0.46851396 0.64694698 0.4999397 ] [-0.18679572] [ 0.67922856 0.57293894 0.42576936 0.4085325 0.32899912 0.21651811 0.38274138 0.67187276 0.45952297 0.27709452] [-0.97557584] [ 0.64057785 0.74697229 0.43766813 0.62968463 0.40457833 0.49537284 0.44042978 0.57024251 0.53048793 0.49694757] [-0.31530171] [ 0.73389342 0.4323512 0.53614469 0.41508372 0.3307671 0.20735993 0.37611517 0.69498941 0.46034091 0.23585505] [-0.50405654] [ 0.43654847 0.69468672 0.37450235 0.59561276 0.3857092 0.63719931 0.5204017 0.6536763 0.48873134 0.53468026] [ 1.04261721] [ 0.54854725 0.56386667 0.54803279 0.44966788 0.39611042 0.53359747 0.45479716 0.57837452 0.48522208 0.41889587] [ 0.62411371] [ 0.69322345 0.66126867 0.48700498 0.42225064 0.33769103 0.21053654 0.43311245 0.68925853 0.56187856 0.42552253] [-0.11726012] [ 0.31884873 0.4736121 0.49981571 0.70433699 0.42054488 0.64326328 0.42588523 0.50804656 0.42155573 0.38926587] [ 0.43201584] [ 0.60320648 0.48021966 0.48371526 0.45579987 0.34438486 0.18001788 0.50225917 0.63895104 0.53491262 0.23079626] [-0.45244831] [ 0.61058269 0.4227091 0.5570704 0.44752075 0.28974236 0.27777158 0.47390045 0.6373653 0.59790284 0.26960011] [-0.65227387] [ 0.38946335 0.5235558 0.4524738 0.45160052 0.51603567 0.54211701 0.3857764 0.4317548 0.30016205 0.50231735] [-1.4657702] [ 0.71170666 0.28430588 0.73258038 0.23306316 0.50364992 0.28976182 0.53044633 0.59185565 0.30563332 0.31053385] [-0.75221993] [ 0.42969056 0.70503541 0.38667544 0.59449736 0.42916625 0.37328889 0.46673403 0.41846698 0.54850719 0.62002473] [-0.56366725] [ 0.55761688 0.50522683 0.53970268 0.39053608 0.42306581 0.64029033 0.4890224 0.70990935 0.54281448 0.37651519] [-0.14304042] [ 0.36430118 0.51201032 0.51854168 0.46639958 0.41202908 0.60844744 0.3144685 0.44570078 0.47144776 0.55963846] [ 0.24469882] [ 0.40675919 0.468877 0.57894119 0.63293748 0.36545041 0.68548616 0.31057562 0.58193639 0.52979335 0.51081942] [-0.22388973] [ 0.27169737 0.59487228 0.33234833 0.65196011 0.3981025 0.73596265 0.37865462 0.45079189 0.42582942 0.44051486] [-0.47879989] [ 0.307802 0.43429591 0.44434918 0.39334227 0.53710243 0.51224554 0.46496245 0.41233068 0.44298201 0.34437964] [ 0.54994107] [ 0.7339789 0.50740185 0.62965544 0.2713713 0.33273187 0.22325847 0.59050754 0.77580125 0.51024528 0.29186104] [-0.72406769] [ 0.73302268 0.62034776 0.55319766 0.34353926 0.38403618 0.15908803 0.57678985 0.69747666 0.56694459 0.30369959] [-0.42605927] [ 0.49785781 0.73628959 0.38044554 0.55272142 0.32196236 0.37635398 0.37719202 0.66253803 0.59221274 0.51580775] [-0.52990298] [ 0.3789534 0.59164031 0.45641964 0.50385647 0.45475723 0.63362656 0.39421283 0.43353329 0.52740415 0.51906451] [-0.54380757] [ 0.67062501 0.75692843 0.43094131 0.29028352 0.32710542 0.3799083 0.54903202 0.66716358 0.65234512 0.47470627] [-0.0391284] [ 0.35191225 0.66783227 0.38446997 0.61866302 0.41329272 0.72165601 0.35533569 0.65955146 0.58370981 0.61420265] [-0.56683735] [ 0.42158064 0.64365344 0.475661 0.54444469 0.35971022 0.42577553 0.38810477 0.5451245 0.58965421 0.49802656] [-0.0890738] [ 0.36260209 0.68921156 0.50061142 0.53979332 0.51412239 0.6548066 0.38118394 0.52673215 0.65428939 0.65391016] [ 1.61225239] [ 0.74909027 0.62228322 0.4923289 0.41885798 0.2543732 0.18515999 0.47806139 0.669186 0.57628845 0.25967973] [-0.28231516] [ 0.30624236 0.53992508 0.46926698 0.58588782 0.45874227 0.56288705 0.39164058 0.37048852 0.49647726 0.4830238 ] [-0.50393924] [ 0.46903044 0.62098717 0.48759319 0.62060139 0.46042156 0.62644247 0.42292579 0.5549006 0.54635497 0.52921019] [-0.38490159] [ 0.34472261 0.79881689 0.3839433 0.710517 0.31280387 0.74452961 0.40346539 0.57306049 0.54113627 0.6380531 ] [-0.43184754] [ 0.47441844 0.38410197 0.59887838 0.55550766 0.48915529 0.36365356 0.48720018 0.47973049 0.37305359 0.63142055] [-0.73862643] [ 0.50741373 0.78203882 0.35971494 0.64461452 0.50642575 0.5566305 0.36207036 0.58717875 0.61758215 0.57158484] [-0.78032873] [ 0.85875429 0.68540008 0.51811345 0.37558305 0.23368795 0.1259588 0.52469915 0.75255844 0.6317989 0.30760255] [ 0.84397768] [ 0.44744205 0.83392988 0.36475976 0.66381113 0.26480016 0.41776088 0.38936828 0.60351217 0.56397534 0.67946068] [-0.87354619] [ 0.58913332 0.31432933 0.61701496 0.42119181 0.37626283 0.44898972 0.39111057 0.51454842 0.30671828 0.29998842] [-0.46975634] [ 0.33731707 0.71483399 0.50609313 0.55234837 0.4267579 0.68869071 0.48427406 0.54112313 0.47593077 0.57715346] [-0.0939698] [ 0.43637912 0.3562709 0.67864223 0.3996462 0.45621361 0.58169982 0.45978855 0.53998428 0.31464469 0.47914675] [ 0.61574524] [ 0.35956052 0.58466992 0.5645354 0.51009745 0.44808654 0.65139385 0.39292269 0.4315972 0.40378849 0.58635385] [-0.46059658] [ 0.570255 0.52426862 0.49457587 0.46523585 0.34348483 0.34354913 0.41009925 0.64037051 0.48406171 0.27629934] [-0.13243471] [ 0.74581516 0.57886203 0.41399093 0.45127719 0.25052356 0.32117108 0.37459344 0.67378363 0.477618 0.29229318] [ 0.24153028] [ 0.26389226 0.60809903 0.41842901 0.6578519 0.41362342 0.56106677 0.46544745 0.41145605 0.54164844 0.51735102] [-1.25758483] [ 0.65033146 0.47802616 0.64412216 0.17413225 0.66615713 0.46650811 0.64133055 0.59775807 0.43420794 0.46349973] [ 1.27688434] [ 0.60152806 0.65846455 0.42404496 0.31724076 0.41538349 0.30841626 0.51574665 0.6257393 0.64217296 0.34886442] [ 0.03795515] [ 0.73981568 0.59237585 0.51990628 0.5444716 0.35915141 0.29712336 0.51243978 0.66196263 0.4728366 0.36145548] [ 0.99995622] [ 0.53206497 0.60887457 0.4831217 0.56827073 0.54565212 0.41039879 0.49510529 0.55288137 0.56705964 0.49781511] [-0.55063132] [ 0.56684355 0.62650567 0.50813059 0.65334954 0.44613263 0.42466544 0.33874569 0.62264504 0.50784915 0.4376869 ] [ 2.00405467] [ 0.60069218 0.63502348 0.44141089 0.59133844 0.46263413 0.46585774 0.45299079 0.65343866 0.62918013 0.34050673] [ 1.6831031] [ 0.51630813 0.54318202 0.49511187 0.25820957 0.35463096 0.3101409 0.53958998 0.59062128 0.5152056 0.3699867 ] [-0.31408318] [ 0.70656511 0.70491981 0.52760115 0.65061208 0.492531 0.36542817 0.37145276 0.64380327 0.64702727 0.37233631] [-0.13285188] [ 0.58856863 0.55463841 0.55143611 0.52829606 0.46361034 0.45776858 0.57570999 0.65683427 0.54318926 0.61455669] [-0.04273282] [ 0.67761306 0.61169656 0.52635834 0.53585019 0.26261211 0.25410383 0.45965515 0.56038985 0.54590016 0.37225449] [ 1.33487036] [ 0.7726358 0.64472032 0.58234468 0.54552786 0.39272371 0.26415224 0.41833939 0.79120898 0.66129926 0.32671572] [-0.07574903] [ 0.23967677 0.62067892 0.40085021 0.70583271 0.56772773 0.69467776 0.37265062 0.28707249 0.49373552 0.66668011] [-0.6221065] [ 0.81073075 0.52819445 0.6694083 0.24133715 0.44898657 0.34149076 0.60886295 0.72587478 0.5547867 0.34404423] [-1.09582164] [ 0.54757006 0.82346074 0.30965745 0.58832534 0.34137353 0.36637978 0.30984602 0.66508142 0.61369927 0.53911744] [ 0.62928841] [ 0.67502695 0.54533558 0.51019095 0.42600788 0.2818259 0.25214969 0.43716899 0.68777277 0.52789167 0.28730614] [ 0.8765972] [ 0.7357701 0.49026061 0.65495994 0.3086337 0.54899595 0.20987292 0.46955709 0.66535519 0.41560487 0.40371718] [-0.19859103] [ 0.74441235 0.51367847 0.54498495 0.44011302 0.37729787 0.36417657 0.39212662 0.75275281 0.49713301 0.4211873 ] [ 0.57174862] [ 0.66220285 0.7220794 0.50244165 0.5618054 0.48041767 0.41739129 0.49147716 0.57359748 0.62393109 0.47933713] [-0.55596967] [ 0.36880437 0.41781702 0.58930905 0.51965638 0.42509306 0.52205765 0.41658754 0.58093346 0.37273225 0.47774825] [-0.7365188] [ 0.44198341 0.64855661 0.43649605 0.64015612 0.4141579 0.65329983 0.51241995 0.57852359 0.4514151 0.42057243] [-0.26193864] [ 0.80752322 0.41455371 0.6503168 0.35716921 0.48062594 0.32026767 0.45615269 0.74328465 0.4477916 0.28494401] [-0.51522757] [ 0.41493772 0.78881907 0.38176171 0.65976232 0.31625249 0.50088294 0.40675916 0.55526719 0.60263348 0.55013736] [-0.4328105] [ 0.39996612 0.56786347 0.6401195 0.38487265 0.62533391 0.61453569 0.41970262 0.44066272 0.47568812 0.64845779] [-0.26228908] [ 0.37039346 0.53328386 0.48070237 0.36723772 0.47154025 0.53188223 0.37914417 0.57637179 0.36348695 0.48352243] [-0.36414781] [ 0.36523786 0.74301308 0.38127185 0.63216266 0.36789672 0.77441844 0.35785662 0.641594 0.63736115 0.65135876] [ 0.37504978] [ 0.83657033 0.5495534 0.59192591 0.18482397 0.2758084 0.14123101 0.58011403 0.75233253 0.5611512 0.24009022] [-0.19544631] [ 0.37036296 0.51192656 0.5102398 0.49264761 0.44807511 0.59548468 0.48188301 0.62739159 0.39778561 0.47596533] [-0.68042377] [ 0.55412815 0.64657344 0.52234278 0.50679408 0.60030314 0.61431274 0.36647365 0.58684362 0.42546984 0.65147116] [-0.64881175] [ 0.84612248 0.43796873 0.59206908 0.29486347 0.44491016 0.34368053 0.49893066 0.74143704 0.42599544 0.30200682] [-0.67167799] [ 0.47223318 0.61443222 0.52412087 0.50880243 0.51181927 0.48905632 0.33413252 0.48144694 0.42630383 0.66511685] [-0.9020873] [ 0.55541182 0.42494474 0.64051521 0.35705342 0.52875192 0.46183618 0.37517067 0.47460608 0.33632087 0.45638168] [-0.12669882] [ 0.7024786 0.65870122 0.50603198 0.40176575 0.27997017 0.21801571 0.43202142 0.74297122 0.59508587 0.3489141 ] [ 1.86630242] [ 0.46301232 0.69881581 0.36728486 0.68615836 0.40640292 0.51294571 0.47326533 0.56810036 0.57051383 0.43622937] [-0.63540727] [ 0.64373177 0.71243715 0.47959366 0.40988251 0.41428633 0.43972415 0.52097259 0.7244837 0.49345374 0.55170409] [ 0.21127612] [ 0.36769506 0.43858068 0.60753261 0.57284792 0.4447987 0.73580651 0.41498852 0.45003806 0.40782394 0.61441078] Progress: 10.0% ... Training loss: 0.610 ... Validation loss: 1.098[ 0.58706855] [ 0.53309321 0.49037453 0.55049047 0.45520353 0.45155686 0.54432531 0.53711924 0.6055757 0.42366828 0.47935717] [-0.0145617] [ 0.49430242 0.5701872 0.50266541 0.40809021 0.45471116 0.64287224 0.38215453 0.75170845 0.5061003 0.52388735] [-0.23051773] [ 0.70629535 0.61851085 0.50562975 0.3715407 0.38659062 0.21876127 0.41436172 0.64464202 0.55742662 0.46183557] [ 0.01443594] [ 0.3055836 0.44224763 0.64768863 0.39210642 0.549357 0.66264253 0.45500137 0.34139497 0.41103491 0.59823516] [ 0.24250068] [ 0.47210212 0.28948508 0.66634162 0.4973429 0.4661748 0.50783452 0.44210785 0.45805574 0.29826655 0.41391482] [-0.99042083] [ 0.61875112 0.71575787 0.39286344 0.5431057 0.43967427 0.34075397 0.50563495 0.49492082 0.50587156 0.42764363] [ 0.50597893] [ 0.49085534 0.44406323 0.61310453 0.31375884 0.57801192 0.3756695 0.39118753 0.58264168 0.36681071 0.47674205] [-0.24484976] [ 0.59752828 0.65335736 0.51716844 0.60268244 0.41414037 0.46026004 0.46572399 0.64246659 0.56018697 0.36399993] [-0.50829265] [ 0.32269126 0.3173669 0.48168664 0.42123675 0.57513606 0.53632443 0.40904341 0.34521362 0.23192029 0.39341644] [-0.73373612] [ 0.54224609 0.78594417 0.43109585 0.5750363 0.27328107 0.39211255 0.41670708 0.55822257 0.60370547 0.52116438] [ 0.02959161] [ 0.22432175 0.65257127 0.29784419 0.59821956 0.47289909 0.79353328 0.35217946 0.46276036 0.43133402 0.66392188] [ 0.08974447] [ 0.18107631 0.54887884 0.49203687 0.6746056 0.49250576 0.78646444 0.36410047 0.36094262 0.48271668 0.65867341] [ 1.44538299] [ 0.68795375 0.61389922 0.46685083 0.48951567 0.23397085 0.2714079 0.43411586 0.74922972 0.53929343 0.29001472] [-0.45239647] [ 0.73353379 0.58358347 0.54246244 0.38121563 0.32218195 0.42132482 0.45837333 0.69825306 0.6211727 0.4098991 ] [-0.20981882] [ 0.63518634 0.51636768 0.64400964 0.35258513 0.62982322 0.48208116 0.33458127 0.59246917 0.43565338 0.47447075] [-0.97945001] [ 0.65705411 0.53698458 0.58967474 0.41629279 0.6457742 0.40937793 0.36101399 0.58031692 0.37940536 0.46965805] [-0.43557685] [ 0.4504462 0.28210193 0.62522399 0.32880736 0.57414795 0.49773246 0.34870702 0.40880315 0.27647782 0.41916489] [-0.14590815] [ 0.76376409 0.72640606 0.51751437 0.40465079 0.31275017 0.20085279 0.45452378 0.64938218 0.68018366 0.34896033] [-0.00272061] [ 0.73233633 0.40876633 0.63817458 0.48865709 0.47692594 0.53783306 0.38876859 0.69692903 0.44754887 0.39570981] [-0.46539664] [ 0.62016085 0.68697335 0.48448674 0.56810317 0.33473399 0.31930802 0.40636711 0.61018727 0.60100339 0.39591499] [-0.85718221] [ 0.84794264 0.6010296 0.60542786 0.26992815 0.27890128 0.13151845 0.5648541 0.83655111 0.70852836 0.22150774] [-0.59551512] [ 0.3718672 0.57216838 0.48201843 0.49526514 0.4407331 0.53107941 0.46552228 0.40505767 0.57824001 0.4644072 ] [ 0.37995784] [ 0.65382834 0.64860881 0.53049671 0.53289898 0.34699536 0.23520596 0.43994844 0.59992055 0.59251136 0.33479659] [ 0.09730994] [ 0.46120285 0.59127379 0.51479547 0.62070912 0.48583605 0.53776975 0.50800074 0.54908917 0.57918462 0.49644339] [ 0.32794114] [ 0.69813339 0.39863214 0.59601857 0.31058209 0.44978531 0.38760887 0.52299668 0.63976715 0.29518284 0.33404557] [ 0.14003159] [ 0.3494147 0.42898736 0.6326741 0.42313173 0.48593663 0.67542324 0.45580994 0.40331642 0.3995132 0.57162112] [-0.15800386] [ 0.46611961 0.67855535 0.46606753 0.61836794 0.32067236 0.45222744 0.48558403 0.59219105 0.66696342 0.38625903] [ 0.5985678] [ 0.63215504 0.56900937 0.53233379 0.43555295 0.32177347 0.22046433 0.439243 0.73789252 0.48272751 0.31859053] [-0.61093428] [ 0.42937167 0.67379947 0.4340298 0.63144811 0.30240903 0.68295737 0.43027386 0.67796085 0.58677788 0.51657353] [-0.25964297] [ 0.5159923 0.46302184 0.53268999 0.43510094 0.4504197 0.48357836 0.39471078 0.47576492 0.35145235 0.52033185] [-0.34146276] [ 0.62555019 0.63991438 0.499738 0.45316482 0.32190366 0.17547936 0.45622779 0.65376829 0.54259812 0.31143663] [-0.15534177] [ 0.45498009 0.65798224 0.50266384 0.42366678 0.47334994 0.43869256 0.47983627 0.65208258 0.41190788 0.5940117 ] [-0.30486418] [ 0.32713584 0.47918428 0.51501929 0.65615399 0.43398976 0.68676896 0.32013277 0.50339909 0.39917581 0.55222798] [ 0.39894909] [ 0.59857488 0.38745784 0.54298425 0.32855951 0.50154913 0.38363483 0.57522285 0.56098154 0.43532052 0.32403967] [-0.1359314] [ 0.47643875 0.42757647 0.4595502 0.5261285 0.47155131 0.61374156 0.44129396 0.51639318 0.42780548 0.44069031] [ 0.25066601] [ 0.4039239 0.43414947 0.50115678 0.32780955 0.46208993 0.51043216 0.40560004 0.44241147 0.40033027 0.44374491] [ 0.60843946] [ 0.57546047 0.68884338 0.52115872 0.60062576 0.44337695 0.43179482 0.5468213 0.5995523 0.57444956 0.44359994] [ 0.83303756] [ 0.57434457 0.47155565 0.55249964 0.57443202 0.45847379 0.51723021 0.48380491 0.62620198 0.3544706 0.43656122] [-0.03877606] [ 0.26807462 0.51579836 0.48554596 0.64847657 0.34462984 0.57826595 0.40494644 0.53750158 0.53377848 0.42808778] [-0.48747485] [ 0.46711355 0.79767561 0.37128947 0.73445345 0.49868991 0.47335046 0.42269558 0.48553323 0.59393088 0.67446921] [-0.14739686] [ 0.67482499 0.6057186 0.48250218 0.59311082 0.45956163 0.3272776 0.41073538 0.6178975 0.61243312 0.41057064] [ 0.75756965] [ 0.39815336 0.41060526 0.5490801 0.45788576 0.50655056 0.50515355 0.37977103 0.30956563 0.46307809 0.40390038] [ 1.91644343] [ 0.6413382 0.42162988 0.58305159 0.30887491 0.38786084 0.49831632 0.50250273 0.74404496 0.36579944 0.33976691] [ 0.30069165] [ 0.52417441 0.65370986 0.51225564 0.63520705 0.44057599 0.51674117 0.3997751 0.50812254 0.53492324 0.52895997] [-0.45994887] [ 0.43537033 0.50391245 0.53564886 0.56187445 0.51530483 0.58566177 0.3431936 0.47010705 0.44547145 0.52343438] [ 0.21132057] [ 0.74198809 0.41389218 0.5921214 0.32553637 0.47470593 0.17821786 0.42915617 0.66344715 0.44017648 0.34050378] [-0.44511256] [ 0.50247657 0.7162629 0.38356104 0.76829677 0.43269524 0.58998351 0.4387985 0.49676707 0.46291205 0.59685341] [-0.30792152] [ 0.70674369 0.65582658 0.58613555 0.54095415 0.41639099 0.41394081 0.45348893 0.71243359 0.5002717 0.38181106] [-0.41139593] [ 0.36195845 0.3322758 0.59858314 0.42907556 0.62236128 0.6814925 0.5135637 0.58056421 0.41372172 0.60516213] [ 1.45422602] [ 0.79290044 0.58191004 0.60872908 0.28782408 0.35347755 0.15939482 0.50745029 0.75164872 0.65306382 0.28074653] [ 0.07379247] [ 0.37865492 0.5859677 0.44009723 0.66424004 0.27417583 0.39682101 0.45243941 0.43554129 0.56734852 0.4098503 ] [-0.73399854] [ 0.70660589 0.63413851 0.54448901 0.38354515 0.45160466 0.22483923 0.42095428 0.61457015 0.59527373 0.3409459 ] [-0.24040293] [ 0.6551869 0.34354774 0.66701052 0.32532742 0.38161739 0.49208462 0.43300924 0.60150406 0.32746847 0.33081338] [ 0.45360308] [ 0.83931515 0.30867403 0.64952345 0.28997726 0.33969488 0.10979945 0.40748325 0.71057927 0.40141444 0.13860092] [-0.36562902] [ 0.47264926 0.60087282 0.49143145 0.57853834 0.5327368 0.64630734 0.46608419 0.50563736 0.41960895 0.57561754] [ 0.79333649] [ 0.33571291 0.60601015 0.5160168 0.51826746 0.43241654 0.6772352 0.48176992 0.57463919 0.38733299 0.54327443] [-0.73634071] [ 0.54300277 0.4124358 0.60504784 0.34252886 0.5429511 0.58201865 0.35974804 0.56758565 0.3651246 0.51445125] [ 0.12466568] [ 0.2835544 0.56644616 0.47102418 0.56504651 0.47332629 0.7453106 0.35280034 0.34860166 0.38755918 0.74527202] [-0.18346048] [ 0.30524485 0.59059954 0.44730164 0.56093469 0.54080258 0.71702406 0.38928188 0.49723085 0.44531555 0.63027866] [ 3.20724245] [ 0.48593615 0.52279299 0.43115405 0.5626755 0.35711297 0.20630079 0.37943795 0.62664062 0.45566136 0.34187265] [ 1.45602593] [ 0.63452047 0.36629652 0.5691568 0.26962609 0.46643617 0.40317124 0.59845412 0.63987763 0.40017288 0.33677403] [ 0.04403202] [ 0.19700293 0.37110612 0.43944724 0.67529844 0.6056045 0.64418058 0.42052029 0.3816651 0.29168411 0.75586215] [-0.42664512] [ 0.51297631 0.82209414 0.41559147 0.62372482 0.44471191 0.63523044 0.41769138 0.62110467 0.61768688 0.68619064] [ 1.21785263] [ 0.44222691 0.69256698 0.39320465 0.51425749 0.33595481 0.32007433 0.4240196 0.58794982 0.5866254 0.36677432] [ 0.43820693] [ 0.45852116 0.60304824 0.47495766 0.48233951 0.29397842 0.32908022 0.45760025 0.57506853 0.49503435 0.3731248 ] [ 1.09512503] [ 0.89586914 0.44712415 0.71243387 0.13006465 0.42770034 0.19406055 0.66365895 0.80933286 0.43546867 0.24846358] [-0.73352156] [ 0.58387419 0.74216227 0.53430575 0.46152132 0.41638802 0.66497981 0.50987049 0.63516877 0.65376332 0.60782368] [-0.54545786] [ 0.40146861 0.59893199 0.42925185 0.61158225 0.29549459 0.5853366 0.36736644 0.51977891 0.46526345 0.49635137] [-0.34489192] [ 0.48495567 0.53194613 0.52620956 0.3130993 0.60342006 0.53950421 0.44963673 0.46000463 0.42692782 0.51610523] [ 1.07692976] [ 0.84578076 0.58397018 0.58511309 0.23436518 0.31011204 0.13217032 0.60103426 0.76964809 0.59896288 0.21794113] [ 1.61072422] [ 0.63423347 0.54624655 0.40098138 0.5180124 0.25383255 0.15406472 0.49717662 0.66461741 0.4685762 0.39833428] [ 0.05839282] [ 0.47522485 0.64728877 0.42460822 0.60731753 0.3709803 0.43565979 0.48856048 0.65527608 0.53500737 0.32729791] [ 1.05657463] [ 0.19346912 0.59628219 0.41431815 0.73119433 0.45711287 0.72322828 0.38422466 0.36492667 0.48074378 0.65292868] [ 0.14861896] [ 0.36455095 0.53218012 0.52789851 0.41592109 0.54177933 0.65827536 0.37300029 0.37792964 0.45045949 0.60653714] [ 0.33176384] [ 0.34171125 0.38604876 0.62607668 0.41814494 0.58333067 0.59661229 0.45907872 0.43085819 0.51161116 0.53389962] [-0.05626909] [ 0.42869542 0.6725163 0.49040551 0.61305703 0.44732709 0.7024192 0.38334042 0.42311647 0.40855056 0.6729167 ] [ 0.21888675] [ 0.53246742 0.5422653 0.50830567 0.44868168 0.43165526 0.37482194 0.4086312 0.49697141 0.4854562 0.39077957] [-0.75632017] [ 0.80560793 0.56741059 0.54989665 0.35748358 0.37408968 0.29177153 0.55475604 0.72284231 0.38772407 0.45172795] [ 0.38832832] [ 0.63698496 0.70060174 0.43706632 0.61774776 0.24216087 0.40967425 0.42983632 0.63255451 0.61530717 0.47262117] [ 2.77091587] [ 0.70418795 0.66487565 0.43865829 0.41001536 0.22166624 0.21318207 0.44516789 0.75280355 0.54037399 0.30713359] [-0.8643259] [ 0.54524182 0.73609878 0.42341309 0.62249861 0.30676608 0.34639519 0.38209549 0.43130803 0.51658306 0.5060629 ] [-0.87150062] [ 0.60563431 0.61576451 0.48037935 0.55005044 0.25848601 0.40820806 0.40400942 0.59652094 0.51424505 0.43601205] [ 0.08113907] [ 0.2552749 0.72563586 0.36800952 0.67544626 0.52627845 0.74268742 0.33587913 0.47940953 0.40311252 0.78632767] [ 0.11413976] [ 0.55507789 0.31266878 0.63926846 0.44020172 0.49692433 0.37698491 0.46227091 0.48381959 0.29348136 0.3743604 ] [-0.20136383] [ 0.44676155 0.44233794 0.44783511 0.61459081 0.41852414 0.31548514 0.41847432 0.56247165 0.38898743 0.30873161] [-0.33578449] [ 0.72619532 0.41840593 0.57716235 0.37293962 0.44107348 0.38800872 0.43680454 0.74184142 0.50392758 0.3993479 ] [ 0.02696298] [ 0.28839648 0.53007791 0.56533982 0.59563787 0.63118919 0.76410708 0.39591558 0.35082135 0.46967015 0.68401435] [-0.32402873] [ 0.57706605 0.40415423 0.61584266 0.38136333 0.56330688 0.40718354 0.40365411 0.54516339 0.34070053 0.6518022 ] [-0.5581465] [ 0.72282649 0.58276183 0.64672403 0.32604628 0.40646686 0.24246599 0.54670939 0.64560707 0.62595371 0.38306053] [ 0.41401681] [ 0.34242828 0.43436989 0.52056668 0.46610591 0.5043195 0.69192368 0.41285566 0.47937082 0.49250673 0.54743995] [ 0.52234157] [ 0.41553922 0.48928934 0.44507545 0.49116906 0.45101582 0.618396 0.4317553 0.58287838 0.5848637 0.39866467] [ 0.24498769] [ 0.16426359 0.51477774 0.4834239 0.65264336 0.47115502 0.68011351 0.34128233 0.35003187 0.4617677 0.56719513] [-0.28705454] [ 0.8092969 0.38011582 0.64878368 0.25277312 0.35167365 0.10944077 0.46859442 0.80723564 0.50631677 0.17082414] [ 0.14450067] [ 0.49989418 0.5186069 0.53153467 0.55005231 0.36678335 0.58438043 0.41451495 0.67772082 0.36294531 0.36783096] [-0.10687383] [ 0.27325095 0.31237974 0.60471755 0.52000382 0.48409291 0.80057117 0.38462362 0.37034661 0.35690051 0.55190921] [-0.49499592] [ 0.53678353 0.63373118 0.43665748 0.61912336 0.5620238 0.71915292 0.37646774 0.67686684 0.44654375 0.58403945] [ 0.17259958] [ 0.52218552 0.46038267 0.47810752 0.50631957 0.34208948 0.2025289 0.40886506 0.65582309 0.46121822 0.22243232] [-0.24485712] [ 0.32558476 0.36329903 0.70706318 0.4421619 0.48312853 0.72061352 0.46813857 0.42894775 0.32854661 0.53496638] [-0.55120661] [ 0.76240117 0.69710876 0.50535079 0.32606329 0.44244524 0.36983382 0.54915335 0.67586839 0.49953719 0.54051172] [ 0.18092616] [ 0.28538129 0.68437967 0.41248927 0.7563388 0.47601429 0.61770986 0.41930547 0.5665117 0.52682901 0.55076794] [ 0.95874494] [ 0.49910098 0.50169909 0.46727327 0.53995183 0.39984786 0.49766537 0.51144607 0.6200925 0.45940756 0.32966054] [-0.55363428] [ 0.74192919 0.73535597 0.54916133 0.4682705 0.26110884 0.22315147 0.46410308 0.6092094 0.70561527 0.37553077] [-0.36104234] [ 0.69457621 0.61864164 0.5115356 0.34143334 0.48289323 0.41286388 0.41292924 0.65337798 0.43288788 0.43730469] [ 2.17426299] [ 0.67499923 0.59017902 0.48750731 0.48169229 0.34408996 0.18838513 0.43402376 0.64954001 0.56782251 0.24591928] [-0.14962937] [ 0.29452956 0.75482891 0.37252299 0.62716066 0.44375716 0.75287174 0.40097816 0.5852934 0.50737422 0.6772009 ] [-1.19799899] [ 0.69052553 0.79479341 0.45732636 0.44340063 0.29435374 0.32671248 0.46164498 0.64705752 0.64564853 0.45740039] [-0.09340889] [ 0.51385102 0.52380998 0.40982121 0.50643762 0.36700216 0.33750061 0.32131408 0.56690539 0.39757094 0.35132911] [ 0.05243656] [ 0.49685928 0.71866586 0.45807978 0.49570878 0.33206227 0.51637874 0.40781816 0.68555275 0.59905327 0.57412774] [-1.22093191] [ 0.58653472 0.72042642 0.45198918 0.48394869 0.37669928 0.28057837 0.42135627 0.56799924 0.66338904 0.38080413] [-0.19408698] [ 0.33107198 0.55926722 0.42396694 0.47214497 0.54373891 0.63996366 0.31095876 0.47523143 0.36196999 0.57398804] [ 0.54678479] [ 0.83321197 0.51882426 0.62506605 0.25764842 0.3239545 0.1110446 0.57069936 0.80258771 0.51383208 0.19178556] [ 2.49564392] [ 0.84896669 0.62490559 0.5996325 0.4721273 0.40714532 0.18678145 0.51430336 0.81302335 0.55929828 0.22159525] [-0.64433899] [ 0.61515576 0.71212903 0.57096975 0.41967978 0.43717915 0.45097192 0.49974658 0.54950113 0.61652616 0.47543868] [-0.1476721] [ 0.58379848 0.69729875 0.37228268 0.43686319 0.31780032 0.3987271 0.39291593 0.6353204 0.51760016 0.46575003] [ 0.86588711] [ 0.64992595 0.64865617 0.4418549 0.58000573 0.32866637 0.16659942 0.40723604 0.65986162 0.52881745 0.4181718 ] [-1.33904535] [ 0.71069847 0.62828299 0.55439812 0.38636663 0.31229777 0.26958448 0.49338134 0.67869044 0.55825781 0.33338748] [-0.48072932] [ 0.40576022 0.51768412 0.47776236 0.65420449 0.49320866 0.60384267 0.45793776 0.42307579 0.45314884 0.4506792 ] [ 1.31232224] [ 0.8081108 0.50755191 0.62839247 0.29422954 0.49991382 0.19103206 0.5107399 0.72513749 0.52192612 0.2333223 ] [-0.93810125] [ 0.47659016 0.61057029 0.43800295 0.5626636 0.27322584 0.43408865 0.46295547 0.49040995 0.63810056 0.4089964 ] [ 0.01443594] [ 0.3055836 0.44224763 0.64768863 0.39210642 0.549357 0.66264253 0.45500137 0.34139497 0.41103491 0.59823516] [-0.44016797] [ 0.53386516 0.69436807 0.39623656 0.44430245 0.33530507 0.39992845 0.35732462 0.54388383 0.51278709 0.47436137] [-0.04785248] [ 0.57457282 0.33114325 0.64195113 0.54689456 0.37920917 0.50959015 0.42823121 0.5914628 0.37209079 0.36664506] [ 0.6535591] [ 0.63906634 0.32571553 0.62900361 0.36569822 0.34908451 0.22012298 0.4613948 0.75457036 0.33745053 0.23556556] [ 0.28373027] [ 0.30440826 0.62945199 0.41906646 0.51600258 0.42000952 0.61194864 0.43989654 0.51979308 0.46459942 0.54746129] [-0.65751765] [ 0.81680144 0.67025918 0.54579526 0.2246257 0.42788642 0.38012173 0.60295527 0.71891599 0.50242409 0.41721387] [-0.31990992] [ 0.73992119 0.67977459 0.61296972 0.36873264 0.37743559 0.38841001 0.57150654 0.78154378 0.68733989 0.43308556] [-0.68041389] [ 0.58314034 0.54139845 0.52233462 0.54426596 0.35023559 0.37931371 0.4217222 0.65875246 0.38698983 0.3158993 ] [-0.61315026] [ 0.57099148 0.77170442 0.51102108 0.55402147 0.3925815 0.4972625 0.4403011 0.5750758 0.54494377 0.5180346 ] Progress: 10.3% ... Training loss: 0.604 ... Validation loss: 1.043[ 1.87121912] [ 0.21299455 0.68711794 0.34539213 0.57508127 0.44658712 0.7139992 0.39317911 0.44997476 0.55921476 0.56127492] [-0.47393352] [ 0.55420694 0.773672 0.42126328 0.39739257 0.36708395 0.25978641 0.52578231 0.6408982 0.6845339 0.55660723] [-0.09226636] [ 0.82146533 0.75209653 0.52487732 0.45352886 0.3954039 0.27798506 0.4898393 0.71519371 0.62064516 0.32435405] [-1.20381492] [ 0.5644292 0.67563886 0.40928821 0.59529908 0.36928122 0.22132763 0.36343408 0.5721412 0.47410513 0.379997 ] [-0.14438909] [ 0.33216855 0.68282022 0.43015727 0.6905415 0.45632704 0.78890103 0.32643773 0.4946516 0.56116356 0.63379773] [ 1.13156884] [ 0.62661442 0.61769366 0.50636774 0.52510052 0.49413018 0.41646464 0.41639806 0.59410241 0.49954902 0.44521489] [-0.11687645] [ 0.238594 0.55431699 0.43078643 0.43969636 0.47499046 0.6725982 0.42100517 0.30952466 0.52868321 0.57676644] [-0.77079327] [ 0.48783636 0.56252803 0.54761021 0.54272627 0.32737142 0.51668131 0.43167993 0.57091987 0.49253323 0.48785177] [-0.55603038] [ 0.7289706 0.67792617 0.51443649 0.47328436 0.46113103 0.32108076 0.44420434 0.73602869 0.55122284 0.40524563] [-0.03362839] [ 0.58680395 0.31670411 0.60358733 0.41856581 0.51656664 0.62155216 0.47075009 0.73621172 0.44790752 0.32936154] [ 0.6047717] [ 0.46695586 0.57409101 0.44043626 0.49120339 0.34770499 0.25831772 0.39853194 0.50069219 0.57257215 0.28875044] [ 0.96476892] [ 0.830825 0.42394566 0.61869142 0.33860753 0.2481992 0.19554542 0.49280747 0.80437388 0.42730687 0.20930386] [ 0.98154275] [ 0.84969239 0.58207809 0.58839052 0.23111818 0.30542453 0.12912893 0.60468477 0.77530192 0.60273774 0.21286511] [ 0.44044412] [ 0.60705201 0.63012496 0.4958239 0.36584972 0.39235482 0.40391763 0.53160937 0.66440293 0.51357848 0.37226477] [ 1.70565943] [ 0.47906775 0.50940955 0.46433553 0.47712491 0.38815062 0.5101522 0.50300975 0.63486788 0.49384104 0.29484228] [ 0.27449499] [ 0.68437149 0.68887489 0.45637582 0.5045386 0.44852929 0.40951418 0.40594411 0.65606002 0.52752937 0.41670108] [ 1.00579606] [ 0.27280216 0.62925273 0.37237048 0.61083894 0.41539282 0.67998326 0.38501179 0.35081144 0.4865397 0.54560103] [-0.36546918] [ 0.41483716 0.56324175 0.49667134 0.48182909 0.42288258 0.56185389 0.50025712 0.66072498 0.44153594 0.46504488] [-0.93117063] [ 0.61918612 0.67082449 0.48874056 0.54540562 0.39722337 0.43830817 0.40473724 0.6302376 0.60980478 0.45275611] [-0.23647401] [ 0.25328967 0.48736858 0.46446661 0.49114452 0.52804648 0.68285351 0.43649922 0.32006045 0.4500225 0.53992586] [ 0.04661201] [ 0.32162438 0.47478857 0.59011553 0.46997079 0.59763009 0.68376027 0.34410271 0.44128571 0.46069979 0.63993753] [-0.14885243] [ 0.254283 0.6709802 0.47894761 0.6354699 0.44190614 0.72311075 0.42760384 0.38908634 0.59056684 0.64281426] [-0.85648606] [ 0.65202305 0.83300361 0.49533779 0.4915639 0.3721122 0.5704582 0.51092086 0.63505196 0.62821914 0.61849296] [-0.37197247] [ 0.72279295 0.4858946 0.59669419 0.40774639 0.3825661 0.3884611 0.3802318 0.78402839 0.58134812 0.37551147] [-0.57117273] [ 0.70376013 0.48030686 0.55059816 0.31433016 0.35700065 0.30833533 0.5452694 0.61927216 0.60338134 0.30701895] [ 0.71140291] [ 0.47675765 0.58896512 0.45889448 0.55718858 0.27510302 0.39834622 0.46621074 0.54059234 0.53983789 0.37247122] [-0.21865853] [ 0.3518936 0.46892149 0.62216001 0.41033439 0.5471365 0.65786548 0.38556669 0.38547218 0.4530522 0.63383364] [-0.19270849] [ 0.69210205 0.63678645 0.5603477 0.54772192 0.39439577 0.29491144 0.54208623 0.76777949 0.58467623 0.33851461] [-0.95221999] [ 0.67350868 0.63520041 0.54784176 0.52429005 0.59616979 0.49461383 0.40328813 0.61590851 0.47650418 0.53147992] [-0.93859546] [ 0.51327697 0.67606684 0.46313938 0.67830457 0.29569035 0.40292881 0.37034333 0.47829619 0.58494976 0.40705933] [ 0.02235199] [ 0.18330593 0.45820886 0.51705259 0.56544628 0.51426638 0.67054643 0.50847501 0.33595114 0.45336337 0.58429042] [-0.74942056] [ 0.67071969 0.4586435 0.70162486 0.27413573 0.64981813 0.50181751 0.38816273 0.60727545 0.40653382 0.50117748] [ 0.20234441] [ 0.41724518 0.34842653 0.55856565 0.4153712 0.45092007 0.52393225 0.5544158 0.55428034 0.36118369 0.31659486] [-0.5347439] [ 0.34573132 0.59315 0.44504719 0.67545399 0.36680897 0.53029902 0.43448849 0.38998843 0.58668541 0.4653888 ] [ 1.67090148] [ 0.67634054 0.59558899 0.49156744 0.4508657 0.30941946 0.34524969 0.52177731 0.74815468 0.53503011 0.29509209] [ 1.56982172] [ 0.73395969 0.65062335 0.4754694 0.38059474 0.28946526 0.16376808 0.46724506 0.74033004 0.59219127 0.25907533] [ 0.71441739] [ 0.64204301 0.61593661 0.41205979 0.58402777 0.29517735 0.17154855 0.56621887 0.58459508 0.61948439 0.52230631] [-0.85741286] [ 0.53751677 0.37263542 0.62240812 0.35999431 0.54724383 0.42675733 0.48008764 0.57064643 0.41246252 0.41324291] [-0.37611959] [ 0.46839842 0.31034615 0.59964759 0.32484504 0.54725151 0.5812765 0.43871931 0.62292953 0.48402256 0.39699487] [-0.66001598] [ 0.59219398 0.27443294 0.73081993 0.38436101 0.51414215 0.40975633 0.42692755 0.52201311 0.40502252 0.32004296] [ 1.10732399] [ 0.68780838 0.54850922 0.51748072 0.39390116 0.32987682 0.26442196 0.51053729 0.60920385 0.51327804 0.31279229] [-0.19478744] [ 0.43399487 0.36859746 0.57874051 0.35135785 0.53292952 0.51001399 0.37846529 0.52475942 0.36912429 0.36239383] [ 0.34691546] [ 0.48926427 0.57417065 0.48090214 0.56736536 0.27053828 0.28354588 0.48977373 0.67710771 0.48106672 0.34805175] [-0.07112384] [ 0.48364219 0.70009995 0.53487511 0.65739638 0.43999638 0.53113325 0.44915162 0.57867124 0.56427739 0.57074722] [ 0.76201513] [ 0.68297131 0.78199139 0.39196567 0.5348184 0.27161081 0.2078919 0.45118756 0.70813239 0.66150636 0.38483964] [-0.87629788] [ 0.57590185 0.6847162 0.41857057 0.446234 0.39880292 0.32677004 0.41684434 0.54190399 0.60475729 0.41654902] [-0.24844277] [ 0.53471272 0.6042554 0.52966669 0.30381988 0.53396262 0.56138093 0.40561023 0.54435168 0.54948347 0.59170706] [-0.06979603] [ 0.48048664 0.73200697 0.37371704 0.75742452 0.26088557 0.39632089 0.36860459 0.52427085 0.56010749 0.71845177] [-0.6406404] [ 0.53030077 0.5866222 0.47420173 0.55423082 0.47342805 0.67895227 0.53982465 0.5855487 0.53118294 0.51884428] [ 0.2210449] [ 0.51962978 0.57881451 0.50559186 0.56098767 0.3764024 0.42479606 0.45739738 0.67094138 0.52204779 0.46604401] [ 1.69414688] [ 0.66888318 0.61110225 0.48566673 0.57538561 0.47740783 0.42689999 0.44680786 0.67461075 0.58079406 0.3349929 ] [-0.29114414] [ 0.42088423 0.50848812 0.59214011 0.40776522 0.45000666 0.67489746 0.44338349 0.51393702 0.61089092 0.54714833] [ 0.09811924] [ 0.43079021 0.3291582 0.60720663 0.58016694 0.44201226 0.39027334 0.43226081 0.57453265 0.31309323 0.56426338] [ 2.20094479] [ 0.52454873 0.66475679 0.46973698 0.58524974 0.37019129 0.52280512 0.31965738 0.548778 0.63587736 0.51464772] [ 1.89958897] [ 0.81849468 0.52426058 0.63699424 0.3309551 0.45181236 0.2234549 0.54391968 0.71736014 0.45664348 0.3299583 ] [-0.05576606] [ 0.53130826 0.42196306 0.55291302 0.57874755 0.5209503 0.45271797 0.51191272 0.53324463 0.33557311 0.41020346] [-0.25840302] [ 0.45055765 0.65938746 0.43396446 0.64005556 0.41443872 0.61274741 0.40422209 0.55075367 0.47118225 0.61261275] [-0.23383505] [ 0.59598297 0.58356335 0.57089592 0.58696684 0.29112509 0.33283402 0.3857611 0.51114167 0.5805457 0.3995539 ] [-0.26357356] [ 0.30459381 0.61348663 0.57124178 0.61654352 0.41753637 0.68763592 0.38840636 0.41294141 0.47482269 0.57126361] [ 0.10100292] [ 0.8541697 0.56347542 0.62380767 0.26761592 0.37375306 0.11395083 0.52002853 0.75144358 0.61507732 0.20463796] [-0.5203179] [ 0.36414931 0.71689201 0.33162172 0.6686672 0.38534316 0.53037518 0.36860363 0.47099877 0.55558111 0.55736515] [-0.43058133] [ 0.39425044 0.65741252 0.43786814 0.62403991 0.30961388 0.62835112 0.44695677 0.66744364 0.52145153 0.49762356] [-0.3361523] [ 0.75227214 0.71038226 0.43511433 0.496221 0.39798666 0.48013513 0.39282689 0.74026762 0.55528765 0.4170951 ] [-0.16355886] [ 0.269598 0.32877821 0.60391552 0.66435643 0.36726968 0.67097891 0.42426862 0.44663547 0.39377607 0.35791967] [-0.34379053] [ 0.52378208 0.20458802 0.68672102 0.27880729 0.63536032 0.36503682 0.42785436 0.50058691 0.34860774 0.28259264] [-0.54927655] [ 0.55601778 0.68976967 0.53397324 0.59156605 0.49695276 0.47122987 0.38568081 0.59610262 0.48373738 0.50192011] [-0.04208945] [ 0.53021071 0.62180313 0.44260868 0.40355977 0.29753501 0.21088751 0.48922592 0.69676134 0.54568658 0.29139011] [-0.42269099] [ 0.45794757 0.66110031 0.36801742 0.50829035 0.27773908 0.46977889 0.46822416 0.65988117 0.50338369 0.44447609] [-0.1370951] [ 0.34587166 0.31296852 0.64540925 0.35223348 0.53454586 0.66729666 0.48032468 0.35066807 0.44726818 0.47575655] [ 0.16114153] [ 0.35529937 0.50397145 0.52876639 0.59562396 0.40301591 0.58376499 0.52272891 0.57607757 0.55254344 0.38913897] [ 1.69038616] [ 0.6619368 0.40944291 0.59193194 0.29649394 0.40841333 0.28600742 0.51509858 0.71557568 0.36164648 0.23615651] [-1.01668367] [ 0.77268475 0.77072332 0.55474231 0.33979323 0.41241652 0.24699876 0.57535809 0.78328308 0.59457954 0.53353273] [ 0.0345894] [ 0.85837807 0.51805534 0.65015581 0.27871664 0.40703067 0.19561935 0.60090755 0.78808161 0.49010111 0.277853 ] [ 0.18877297] [ 0.23976149 0.59661301 0.38601338 0.66781854 0.49380455 0.79879356 0.49549551 0.47189199 0.44952051 0.62992109] [-0.34655238] [ 0.28546661 0.54220653 0.36496225 0.56289209 0.42013474 0.70910752 0.35656676 0.63935983 0.39232372 0.45691318] [ 1.39487797] [ 0.67268457 0.59791597 0.54108297 0.53291404 0.43707926 0.29295028 0.50392606 0.72700522 0.53514779 0.41533606] [ 0.22146027] [ 0.50776141 0.62300367 0.41410515 0.44559646 0.35656173 0.2376991 0.45748155 0.51463978 0.55124241 0.44395451] [-0.12515819] [ 0.34331794 0.56471736 0.5708824 0.6265807 0.55090234 0.68275321 0.41545256 0.41913119 0.47490082 0.5376629 ] [ 0.10101331] [ 0.62141591 0.74660221 0.43202626 0.62127814 0.4321529 0.36689154 0.42288052 0.60297242 0.67946446 0.45454793] [-0.22253889] [ 0.32286085 0.46444558 0.63224235 0.54104089 0.511359 0.75866058 0.45373119 0.39519308 0.41724111 0.61998504] [ 1.00204484] [ 0.79102383 0.58097468 0.40046787 0.49805066 0.26615739 0.16860561 0.4841773 0.66903872 0.54263508 0.29769199] [ 1.63164173] [ 0.74374989 0.53035771 0.53002787 0.28623353 0.38952622 0.10990226 0.43415277 0.66610022 0.52069526 0.20856918] [ 1.13959757] [ 0.68305023 0.63385164 0.41711777 0.53310034 0.26438511 0.18233714 0.4444804 0.59309682 0.62299782 0.29501606] [ 1.00464094] [ 0.40524632 0.57421149 0.45144579 0.45556175 0.32596595 0.42690154 0.44545401 0.46959735 0.44910411 0.43415566] [-0.20831908] [ 0.82437524 0.67866222 0.53805348 0.42272539 0.34348253 0.39954558 0.48820247 0.77432677 0.64955215 0.34784294] [-0.20867748] [ 0.401212 0.500363 0.43089638 0.61068487 0.44691402 0.66251223 0.41149634 0.45855428 0.29920025 0.46034682] [-0.44947851] [ 0.48031664 0.63894298 0.43162146 0.66042364 0.5198176 0.52882582 0.4294469 0.46482798 0.33304142 0.71001483] [-0.88960629] [ 0.7089746 0.62059554 0.58184272 0.62324433 0.38243093 0.37757921 0.35930845 0.64436024 0.4802764 0.36228583] [ 0.01446195] [ 0.81651854 0.56237676 0.54560889 0.62058248 0.40726679 0.14917757 0.53473696 0.78778054 0.52900287 0.44898746] [-0.04535134] [ 0.74451131 0.69281278 0.4988569 0.23258932 0.35344484 0.15289622 0.52487734 0.71324628 0.65792083 0.30296141] [-0.19084595] [ 0.36507236 0.74482153 0.3917707 0.59614728 0.34713443 0.63817533 0.47799635 0.62837709 0.69380477 0.53191023] [ 0.80159346] [ 0.73604636 0.65843372 0.58911883 0.46975142 0.53596708 0.29703788 0.40477808 0.66507483 0.59156289 0.37123345] [-0.53747395] [ 0.48119596 0.69267394 0.41509554 0.58853334 0.34983044 0.76046319 0.35703554 0.72698788 0.63104008 0.58137293] [ 0.4758842] [ 0.64716565 0.65619317 0.52772916 0.56368612 0.49981637 0.41484881 0.43020478 0.58007654 0.60390802 0.4229139 ] [ 0.10161639] [ 0.21701442 0.5487249 0.39109159 0.70272009 0.55924792 0.75331335 0.43449793 0.31133595 0.35205117 0.67288876] [-0.37341568] [ 0.48025445 0.51453539 0.58062688 0.48912427 0.47661979 0.4126759 0.42929402 0.39640448 0.42130382 0.47261727] [ 0.04500291] [ 0.22745848 0.39290291 0.67670358 0.53462792 0.58973785 0.79763754 0.3960673 0.25170881 0.34683995 0.65730989] [ 0.90528227] [ 0.7613672 0.58670555 0.52244295 0.41771245 0.22057746 0.19213831 0.41132414 0.61085354 0.48515145 0.24031387] [-0.43462339] [ 0.50295777 0.49173549 0.52168663 0.37232902 0.48087548 0.4786467 0.38175796 0.39858598 0.35343715 0.44351598] [-0.31913802] [ 0.38367556 0.77050322 0.39930773 0.64497597 0.37199452 0.63064059 0.43000325 0.59085048 0.53478743 0.68099839] [-0.86720232] [ 0.53387689 0.71944974 0.40492662 0.63824463 0.27219738 0.28657042 0.45956995 0.67767153 0.49715183 0.66885828] [ 0.2403656] [ 0.72985338 0.49512939 0.68586394 0.39456933 0.51269882 0.30286574 0.43732923 0.68084832 0.48265506 0.36285429] [-0.36706733] [ 0.48635259 0.81866083 0.33214401 0.55996012 0.29685889 0.37344397 0.36860143 0.59560886 0.70351698 0.5186398 ] [ 0.12144216] [ 0.28598065 0.68419657 0.41284028 0.75580961 0.47565117 0.61723516 0.41965175 0.5674774 0.52718532 0.54964224] [-0.41086853] [ 0.41204991 0.44488208 0.53559187 0.6383976 0.35968562 0.56254291 0.36412856 0.56525768 0.41785449 0.44314133] [-0.552918] [ 0.46352497 0.50259029 0.55401508 0.3367688 0.47978602 0.41413168 0.50902223 0.53610384 0.45155036 0.44653062] [-0.21097866] [ 0.58478531 0.59503262 0.46672039 0.33192558 0.31049807 0.28144033 0.50522237 0.63119651 0.55977633 0.3132982 ] [-0.05716647] [ 0.597386 0.28994945 0.66232431 0.33626164 0.49351556 0.38654746 0.44304114 0.52243184 0.36955234 0.31123171] [-0.16783641] [ 0.59023927 0.33865891 0.63442077 0.3822471 0.4775265 0.34206525 0.44996432 0.55052089 0.33745712 0.37949942] [ 0.1005981] [ 0.54395699 0.68216329 0.37344694 0.38694652 0.3509493 0.44900534 0.47225559 0.54166026 0.58220262 0.51751629] [-0.36643941] [ 0.75835994 0.61292532 0.61629206 0.28492172 0.42471022 0.24376653 0.57617609 0.79045793 0.51559803 0.31495864] [-0.02612071] [ 0.71997115 0.54070453 0.54118515 0.45076775 0.48383084 0.2305303 0.49588924 0.6450133 0.56601712 0.35542853] [-0.34125353] [ 0.49095184 0.71816048 0.34989584 0.61271479 0.27853861 0.29494392 0.4277759 0.45375107 0.68881782 0.31020263] [-0.15550211] [ 0.44866775 0.32968033 0.64376296 0.31658833 0.63143265 0.62049993 0.39649634 0.5690448 0.40196119 0.45130955] [ 2.48801049] [ 0.52366328 0.63270013 0.36277226 0.51387937 0.35264706 0.31934299 0.41911839 0.62492359 0.62912651 0.29180325] [ 0.52902117] [ 0.29319596 0.47227567 0.59470298 0.581563 0.46821527 0.64465729 0.3843946 0.44861566 0.35405503 0.67433331] [ 1.04065101] [ 0.66635636 0.59916393 0.52078947 0.42543958 0.41122935 0.18615611 0.35948411 0.64350744 0.55588609 0.29426598] [-0.32212837] [ 0.68542852 0.34486536 0.55598575 0.42620839 0.55151202 0.3258406 0.5194369 0.52308434 0.34292456 0.32067799] [-0.45528651] [ 0.62800422 0.58381686 0.49007913 0.54197435 0.29328187 0.4324215 0.49136406 0.69033352 0.45889387 0.31446135] [-1.03701492] [ 0.5503839 0.55903186 0.54081869 0.58779325 0.34321815 0.40395889 0.44790463 0.53217762 0.52269022 0.40959152] [ 0.14157155] [ 0.2833355 0.75089891 0.38940788 0.66961002 0.41776279 0.72065194 0.4377617 0.45342181 0.52941112 0.58536002] [-0.25468886] [ 0.61737341 0.68743762 0.40867751 0.4002266 0.31364713 0.37252101 0.46877803 0.64538828 0.59197659 0.39827835] [-0.27329438] [ 0.39919828 0.6066701 0.40773362 0.50555724 0.41041363 0.4441487 0.43051258 0.56921651 0.42822105 0.71501024] [-0.94427182] [ 0.57838412 0.67189981 0.45716218 0.47481154 0.32571526 0.46063902 0.36721157 0.67270481 0.55094654 0.49248067] [-0.98533025] [ 0.6122554 0.73160934 0.54396421 0.54030135 0.41769338 0.54698939 0.54638387 0.5912901 0.67537072 0.51381259] [-0.36101115] [ 0.3384323 0.54532053 0.54800406 0.57486767 0.44288453 0.75275872 0.35810884 0.53739527 0.45573416 0.54963831] [-0.06331045] [ 0.32059466 0.60748481 0.48942827 0.57269255 0.54383903 0.63606866 0.39599358 0.369521 0.48206302 0.63692344] [ 2.50118312] [ 0.83360939 0.54763365 0.58847481 0.34665878 0.37228564 0.13580219 0.62089076 0.80506414 0.52249242 0.23095366] Progress: 10.6% ... Training loss: 0.607 ... Validation loss: 0.988[-0.54438608] [ 0.7192432 0.41970885 0.62724523 0.44115517 0.53335131 0.29589279 0.51040544 0.58039813 0.51311239 0.21824577] [ 0.01098103] [ 0.34319765 0.63623891 0.50131854 0.65450858 0.39064422 0.6516198 0.37587894 0.45803084 0.45310659 0.55448229] [-0.09076888] [ 0.26446265 0.4935529 0.49233358 0.54979684 0.49796663 0.60433058 0.39407711 0.32904269 0.45403152 0.55096847] [ 0.80942797] [ 0.72218795 0.52579457 0.57557781 0.32881355 0.29320737 0.15606034 0.48277897 0.65958918 0.46374562 0.23220061] [-0.20423364] [ 0.36331845 0.52612773 0.44838836 0.43863295 0.48210935 0.47821167 0.38515847 0.50263995 0.53334296 0.51338871] [-0.01422662] [ 0.3901075 0.52366644 0.47322842 0.4920622 0.42112707 0.59721297 0.44186602 0.55304143 0.60303884 0.4073391 ] [-0.0469125] [ 0.36903121 0.69439311 0.47907997 0.66655427 0.47253686 0.57255589 0.47160062 0.47764226 0.60982395 0.56445599] [ 0.76801986] [ 0.39175981 0.51963572 0.43272978 0.60076222 0.51807666 0.38756983 0.45682245 0.53016142 0.47829194 0.53464055] [-0.14335642] [ 0.31931813 0.50310214 0.58395085 0.5253899 0.45932103 0.81737606 0.36028228 0.42402543 0.41613514 0.67657033] [ 2.19800221] [ 0.58971191 0.61011183 0.3908472 0.60051836 0.3155599 0.23832334 0.48010859 0.50467083 0.65339356 0.21950641] [-1.28949503] [ 0.5888063 0.62139834 0.48999805 0.63059778 0.30661596 0.32220202 0.42143628 0.56925301 0.57358253 0.3411395 ] [-0.11170545] [ 0.36513217 0.62174689 0.40099952 0.55934727 0.43951168 0.53699262 0.40030557 0.66486358 0.5800788 0.56886074] [-0.27731542] [ 0.32156935 0.54616054 0.56067016 0.5538683 0.57611484 0.66926392 0.34970788 0.37233064 0.45695667 0.6186377 ] [-0.78242136] [ 0.51892205 0.60385866 0.52335305 0.52032379 0.55776289 0.55352465 0.49457022 0.51204616 0.44713167 0.53259031] [ 0.5981488] [ 0.77504144 0.61432922 0.54714378 0.33095258 0.28929647 0.11450542 0.4489405 0.77098802 0.52124295 0.21063583] [ 0.48250734] [ 0.88511719 0.60715816 0.63809517 0.29038788 0.35589334 0.20001285 0.55415376 0.75506085 0.61072729 0.23295265] [-0.84864455] [ 0.57182691 0.67092409 0.39666204 0.55195218 0.24398931 0.30487365 0.43868549 0.52561296 0.57351076 0.44943326] [-0.56917542] [ 0.4320844 0.53277386 0.52736772 0.59994468 0.46641529 0.54777543 0.37507149 0.41757837 0.44668314 0.47341337] [-0.8954406] [ 0.56167855 0.71974179 0.48942056 0.59050705 0.33828389 0.48409207 0.43505428 0.52960207 0.60606275 0.51532949] [-0.43362677] [ 0.59165024 0.62890273 0.46174261 0.54388266 0.29853223 0.30041015 0.4661553 0.58182428 0.59193004 0.34937845] [-0.59165722] [ 0.41548223 0.45575471 0.53305251 0.34803561 0.47785399 0.59970051 0.49098086 0.39574103 0.44165413 0.4716879 ] [ 1.36159291] [ 0.70739791 0.5815075 0.52884134 0.39415807 0.29364194 0.22545332 0.40366359 0.61726827 0.52059874 0.29791141] [ 0.56377121] [ 0.18282853 0.42461997 0.5313041 0.61181312 0.51878193 0.72076991 0.34041004 0.35584273 0.31588689 0.53932364] [-0.14167486] [ 0.45613432 0.59787357 0.46873189 0.649217 0.35928472 0.50501679 0.51260626 0.58932677 0.51289265 0.27668306] [-0.07937818] [ 0.30555741 0.68043998 0.440526 0.54441394 0.55453727 0.74018611 0.34017578 0.38834108 0.4322616 0.76061682] [ 1.28448502] [ 0.66786866 0.47980668 0.55386441 0.42452141 0.28677446 0.151768 0.42803373 0.76128368 0.39011268 0.23777282] [-0.44942165] [ 0.61380422 0.60989216 0.5268908 0.37583256 0.46879717 0.46452962 0.51091809 0.68313028 0.40268107 0.54310046] [-0.1657876] [ 0.39732415 0.54812343 0.51939971 0.57663807 0.36059376 0.56454831 0.40786063 0.52800219 0.63689574 0.44932964] [-0.90704123] [ 0.62232523 0.76366581 0.42798455 0.67628689 0.46207089 0.45895421 0.33479156 0.6902031 0.58215277 0.52607595] [-0.31288797] [ 0.55191004 0.7122813 0.47432208 0.53584103 0.36591592 0.38314687 0.47090305 0.67041936 0.47425046 0.47158695] [ 0.26410243] [ 0.43151256 0.64134881 0.40576887 0.50306577 0.3915455 0.30427002 0.37064576 0.61522873 0.47233742 0.35912712] [-0.22700665] [ 0.46906893 0.48638107 0.46896717 0.3294898 0.52603528 0.70497084 0.40166954 0.57776202 0.39083052 0.53968061] [-0.4565364] [ 0.4505898 0.6817758 0.46451999 0.64479744 0.53419986 0.56925021 0.28041905 0.5812651 0.46735667 0.61364576] [-0.65425736] [ 0.35187172 0.58361614 0.44000954 0.617665 0.45490156 0.43032017 0.41509279 0.45870885 0.53043145 0.54699889] [-0.8340903] [ 0.66042934 0.73282994 0.4342348 0.49640635 0.29584696 0.23748772 0.46385182 0.71901116 0.67484592 0.37294787] [ 0.1436411] [ 0.16330398 0.52290261 0.50208381 0.69114838 0.53340415 0.85795182 0.42794764 0.27077257 0.49431942 0.65637452] [-0.42840895] [ 0.45224724 0.68045918 0.43741433 0.63470869 0.55442327 0.59868723 0.37678994 0.54362138 0.55205716 0.59250838] [-0.81010278] [ 0.51213395 0.63260046 0.51643937 0.51201576 0.37146383 0.59819665 0.47036988 0.62020009 0.41088867 0.48976284] [-0.71100976] [ 0.3990678 0.51951466 0.42715791 0.60266065 0.3277988 0.64060314 0.39571746 0.61320254 0.38348841 0.47166854] [-0.2947173] [ 0.59120643 0.62729552 0.47845458 0.65283413 0.49186237 0.41515074 0.43253037 0.66958993 0.41906118 0.46240028] [-0.5940427] [ 0.45075812 0.69884538 0.44082149 0.58863114 0.25136558 0.4603407 0.48965377 0.53807031 0.6441746 0.4090671 ] [-0.14785915] [ 0.38068206 0.72121355 0.39923902 0.61162456 0.49794075 0.66073187 0.47752843 0.48273515 0.54121421 0.64510667] [ 0.0590814] [ 0.26325192 0.65284177 0.41614376 0.66077651 0.45467868 0.75686272 0.43512477 0.34181425 0.56426044 0.65854867] [ 0.11105729] [ 0.77714674 0.53211562 0.55559681 0.39704355 0.51980754 0.19169114 0.51453369 0.61970122 0.604454 0.19576921] [ 0.31317264] [ 0.3305688 0.5744317 0.43924262 0.55367475 0.52594408 0.58668512 0.39903403 0.3692005 0.61110788 0.52753153] [-0.1974972] [ 0.40826583 0.49760428 0.45855537 0.66001496 0.53772153 0.62393257 0.37017556 0.45978591 0.37601653 0.4512969 ] [-0.35505513] [ 0.27547709 0.44255477 0.50881682 0.71879692 0.45757036 0.64986798 0.48410488 0.43191078 0.42470555 0.42592799] [ 0.01673527] [ 0.59776313 0.63099676 0.48256247 0.49306402 0.32117254 0.17980983 0.49446691 0.66186193 0.46303027 0.43648184] [-0.33340601] [ 0.59480531 0.67089999 0.56890805 0.42106883 0.40620923 0.45168229 0.53926843 0.73732437 0.54736467 0.48644545] [ 1.19438972] [ 0.73370112 0.59218045 0.55928625 0.3352745 0.41513684 0.24402233 0.59864566 0.6363702 0.61615556 0.30110516] [-0.56839712] [ 0.458978 0.75642611 0.44941464 0.58402169 0.44771708 0.60893165 0.42027967 0.57366818 0.64764592 0.61786036] [ 0.41169004] [ 0.50477311 0.62797412 0.50920139 0.58594499 0.43353544 0.40422687 0.43439824 0.66532662 0.52715227 0.53077316] [-0.28583488] [ 0.41426826 0.72132796 0.41229966 0.50813779 0.32539129 0.44163605 0.43491583 0.6159739 0.55757433 0.55952942] [-0.4071932] [ 0.82463004 0.5670324 0.64183043 0.50344196 0.42366194 0.30845091 0.44067289 0.78921144 0.59438017 0.30012133] [ 0.83098608] [ 0.28978563 0.63786139 0.38003676 0.57828946 0.40572879 0.63366557 0.43385575 0.50858528 0.54029265 0.50062272] [ 1.47649119] [ 0.60987358 0.65393206 0.44332123 0.52618856 0.23740608 0.26501478 0.44491919 0.6919808 0.54465993 0.32635187] [-0.11310419] [ 0.5311139 0.54389999 0.45567892 0.57920713 0.31499601 0.29101488 0.38771539 0.53166311 0.61489101 0.26577579] [-0.38188779] [ 0.46507419 0.38467332 0.59661327 0.55839665 0.49285945 0.37828778 0.48466118 0.47027469 0.3709104 0.63893045] [-0.06565956] [ 0.57367031 0.44601 0.49498489 0.39518952 0.44252557 0.64405641 0.42494657 0.67530791 0.59989877 0.38303388] [-0.94139355] [ 0.47082331 0.66510076 0.4467228 0.62305188 0.30541035 0.34441949 0.30634044 0.56514886 0.47417 0.40653576] [ 0.11229164] [ 0.15271144 0.65411366 0.4042142 0.65155719 0.51474172 0.85438901 0.41029638 0.40314162 0.58925487 0.74131112] [ 1.55335975] [ 0.75552337 0.6194352 0.49778993 0.41187319 0.24908233 0.18308211 0.48398626 0.67855351 0.5819901 0.25272911] [-0.39809132] [ 0.54092972 0.66044297 0.50197902 0.3633143 0.52384432 0.39211489 0.42168829 0.52588626 0.56805633 0.64672189] [-0.29605371] [ 0.35784618 0.75167126 0.47878478 0.65380356 0.44528855 0.78883876 0.33756735 0.55329622 0.63600611 0.7282022 ] [-0.40807271] [ 0.34738303 0.64618083 0.39732544 0.58847185 0.50904962 0.58693169 0.39181576 0.34730594 0.47262926 0.56273319] [ 0.16849914] [ 0.67605965 0.52758168 0.48625495 0.36166387 0.28925332 0.2086443 0.5062168 0.66551936 0.59223743 0.22342753] [-0.53217042] [ 0.51437812 0.33905081 0.6506899 0.39269382 0.51483599 0.38092628 0.47183875 0.47788412 0.32635476 0.48878769] [-0.20886625] [ 0.41061323 0.65574925 0.42778825 0.4675382 0.29782215 0.34423141 0.4836696 0.65179713 0.56310851 0.42015961] [ 0.61062861] [ 0.73686418 0.62598299 0.48356858 0.41864897 0.28430136 0.2978518 0.49369687 0.69040163 0.60069107 0.31585533] [ 0.16806987] [ 0.33516851 0.45047258 0.43744801 0.65643663 0.43002995 0.75358198 0.39356871 0.58664082 0.52684424 0.50210095] [-1.2214049] [ 0.5783002 0.60468848 0.53831012 0.40110599 0.36185893 0.34709396 0.42316583 0.6174326 0.47855826 0.42749548] [-0.21272832] [ 0.47342497 0.51759166 0.43457364 0.43958262 0.47361906 0.44913133 0.44446952 0.46998931 0.49047373 0.38659771] [ 1.17768339] [ 0.59718346 0.47665255 0.59879639 0.44681228 0.45859601 0.32667059 0.46498085 0.57539949 0.4158518 0.32086849] [ 0.5758305] [ 0.55401816 0.4385852 0.67170521 0.43773932 0.39679144 0.43495619 0.38865008 0.54979835 0.51247685 0.39163518] [-1.41688188] [ 0.62753339 0.68113739 0.46976486 0.46590767 0.36793966 0.26538756 0.49602192 0.60341788 0.54427684 0.39992872] [-0.70051557] [ 0.47157323 0.34006986 0.7053919 0.34629077 0.55444315 0.50095569 0.46481044 0.4791782 0.32457704 0.45129249] [-0.60899886] [ 0.57999009 0.51074471 0.54695032 0.52868334 0.47495608 0.49480429 0.41700703 0.53481393 0.329223 0.46626007] [ 2.51534176] [ 0.80194288 0.65002187 0.5017277 0.37634418 0.28792563 0.08678258 0.46438739 0.82088833 0.53356388 0.26964976] [ 1.13467282] [ 0.72066044 0.47969959 0.54407714 0.3823917 0.32877968 0.31345166 0.5086607 0.78786666 0.45198784 0.22399613] [-1.36851453] [ 0.71691506 0.65608293 0.52047987 0.45065014 0.24487105 0.21181399 0.44229304 0.59566432 0.63815693 0.28784498] [-0.40258159] [ 0.53301682 0.30013176 0.53309041 0.54088024 0.46356211 0.67324203 0.42703607 0.54939926 0.36884052 0.41700954] [-0.0571957] [ 0.49534502 0.3336014 0.56686116 0.28705386 0.55769487 0.43727326 0.40928336 0.36898886 0.32471156 0.37323116] [ 0.60221354] [ 0.70281587 0.55057144 0.53030066 0.38271025 0.31401099 0.19578293 0.45448496 0.5846748 0.55150042 0.28692619] [-1.01825354] [ 0.447148 0.59334461 0.42301286 0.62720154 0.36543234 0.32073346 0.5383958 0.56892134 0.55007587 0.59966237] [-0.40187984] [ 0.38192251 0.38282332 0.66384252 0.39718973 0.54339711 0.51417383 0.41250636 0.47302762 0.29764686 0.62618878] [-0.29917354] [ 0.62387136 0.62685845 0.50688941 0.64365053 0.52906083 0.38100419 0.39666552 0.55889392 0.64650985 0.32343733] [ 0.3506125] [ 0.79104554 0.46655641 0.56421819 0.21882408 0.34003913 0.16283744 0.56611051 0.75740319 0.56615354 0.19292884] [ 0.42192289] [ 0.78200385 0.60375617 0.60046455 0.46688361 0.42877791 0.35343894 0.46575698 0.72381913 0.60796289 0.37398576] [ 1.26214786] [ 0.68321904 0.6861554 0.53180719 0.5551706 0.41317767 0.28336931 0.41336193 0.769473 0.5629278 0.37083764] [-1.23140084] [ 0.6397217 0.72915889 0.37943298 0.51538221 0.23910932 0.2809104 0.45209706 0.59640104 0.67005598 0.32964323] [ 0.72506113] [ 0.52534125 0.67889829 0.45474965 0.50098201 0.32691608 0.30874175 0.39274133 0.65618842 0.51728677 0.3893894 ] [-0.06433172] [ 0.76848703 0.56925696 0.6292245 0.32000509 0.41021948 0.27716148 0.60978051 0.74645264 0.67226701 0.3055837 ] [-0.29759227] [ 0.41545662 0.47793693 0.52250674 0.40242251 0.51217928 0.6570124 0.34877884 0.42511965 0.36329296 0.60120152] [-0.81750759] [ 0.50796169 0.52782284 0.58799033 0.52270397 0.5473674 0.48521101 0.47426383 0.42733354 0.48160249 0.42744023] [-0.09418947] [ 0.3528216 0.42109937 0.47868752 0.40215271 0.45566022 0.67999708 0.38657449 0.4334663 0.32949076 0.49535398] [ 0.02286319] [ 0.72671175 0.62180724 0.60919283 0.52586527 0.48533043 0.35794621 0.42203088 0.69944785 0.58958097 0.39633178] [-0.35307602] [ 0.58398696 0.65142319 0.54540324 0.41436972 0.35937736 0.30532852 0.58114784 0.64222461 0.60239846 0.45604328] [ 0.37276481] [ 0.45546514 0.2947261 0.57836223 0.33106208 0.59443555 0.5185095 0.54735014 0.64332431 0.41001811 0.47162825] [ 0.36903255] [ 0.55279727 0.62522955 0.45140612 0.6501327 0.22591878 0.30112267 0.35822242 0.53824252 0.57675878 0.3187001 ] [ 1.30148839] [ 0.61767909 0.66426003 0.40917535 0.36107451 0.28863588 0.17153129 0.51704324 0.63811658 0.65567846 0.24103604] [-1.14761185] [ 0.6962486 0.49430865 0.6046773 0.44778717 0.42167211 0.51415573 0.44697131 0.69565813 0.41995678 0.38669559] [-0.55714139] [ 0.68616187 0.54711192 0.59671098 0.37394181 0.39237499 0.30798848 0.45478625 0.67464231 0.56740383 0.3669079 ] [-0.85168981] [ 0.46490491 0.64651812 0.52993274 0.6055248 0.43758324 0.48668499 0.41815001 0.57789434 0.55277103 0.41736816] [-0.06565939] [ 0.72017057 0.53362393 0.56076045 0.39148392 0.51374572 0.37286536 0.45886987 0.63489744 0.42652194 0.39411997] [ 0.40791357] [ 0.72072574 0.60586522 0.6245292 0.54890842 0.38976469 0.38184701 0.40561104 0.73395031 0.62325312 0.40729673] [-0.50508374] [ 0.81212176 0.53984837 0.59878076 0.28376539 0.39807348 0.23727046 0.50455694 0.70282691 0.50659455 0.27622691] [-0.4054822] [ 0.63485991 0.70393121 0.49681646 0.51243114 0.46598909 0.38033757 0.44369589 0.71390634 0.59853061 0.44334907] [ 0.95034187] [ 0.58041614 0.55418116 0.57066745 0.37144475 0.43317497 0.35863154 0.47143285 0.61215805 0.42544377 0.40069433] [ 0.54761889] [ 0.64488066 0.67952565 0.51930912 0.69005412 0.42750112 0.39109374 0.45000365 0.66426122 0.55309124 0.58864945] [-1.29863086] [ 0.88427186 0.66297251 0.65278469 0.33138074 0.36564385 0.2234148 0.61973451 0.82495674 0.70837239 0.28584335] [-0.29774722] [ 0.52796722 0.48077824 0.57242828 0.47579714 0.46665632 0.61172557 0.41225237 0.64864038 0.41121084 0.42257972] [-0.08185526] [ 0.38359388 0.46158615 0.52613165 0.48493178 0.5597639 0.58623005 0.35088491 0.38599143 0.47865637 0.4560293 ] [-0.43104225] [ 0.63887032 0.58186139 0.53621645 0.57619531 0.2773974 0.28105876 0.4440226 0.6527524 0.45476322 0.27193493] [-0.39779473] [ 0.79891815 0.41285367 0.63821628 0.34431311 0.52826877 0.18956134 0.50512915 0.65964921 0.46267898 0.24564524] [-0.48726783] [ 0.45208869 0.73786691 0.46413586 0.70412303 0.53402564 0.57145486 0.38099984 0.48039564 0.49042676 0.6487174 ] [-0.00838535] [ 0.41219232 0.74217688 0.45405002 0.62236266 0.42351238 0.75031614 0.46108702 0.52994525 0.47206183 0.69346921] [ 0.24505967] [ 0.68490739 0.6710311 0.53004691 0.38786418 0.30511542 0.26523428 0.52061885 0.71584777 0.5798237 0.34290319] [-0.67257414] [ 0.71226044 0.45303189 0.63911712 0.36707576 0.48789274 0.30333286 0.42733975 0.67841232 0.5590459 0.34338708] [ 0.55934006] [ 0.5175306 0.6370212 0.5339235 0.66265548 0.49630135 0.43386911 0.4040791 0.52570261 0.6650124 0.40533882] [-0.85965972] [ 0.5885782 0.67051406 0.42223842 0.65247556 0.45491496 0.31502359 0.41170295 0.65738274 0.59583186 0.45924518] [ 0.79542457] [ 0.58794411 0.72910629 0.51136957 0.5886348 0.44043783 0.42615397 0.41030469 0.58571289 0.71511955 0.50044583] [-0.55516571] [ 0.61289532 0.61488579 0.49808057 0.48207946 0.45177066 0.46501207 0.46047744 0.60188128 0.4442058 0.48198557] [ 0.31512303] [ 0.38545209 0.60714427 0.44975599 0.40511097 0.46912789 0.62796709 0.4951319 0.49806766 0.47815618 0.55659618] [ 0.47275027] [ 0.62034251 0.46526799 0.64701345 0.46950258 0.58111167 0.45728037 0.47614481 0.54729477 0.445678 0.41071017] [-0.82448085] [ 0.64531042 0.76775669 0.51909534 0.49669201 0.40256883 0.41585379 0.49931736 0.65971029 0.5672762 0.47217269] [ 0.79523149] [ 0.75259842 0.77965391 0.51375269 0.48216044 0.3521245 0.36446916 0.54768785 0.7315786 0.66143415 0.5225769 ] [ 0.15996814] [ 0.20289487 0.6466933 0.36964653 0.75355942 0.49237406 0.86843727 0.40714767 0.40160631 0.38646349 0.72289587] [-0.07723182] [ 0.65594529 0.43566183 0.55183177 0.46567413 0.3362258 0.33052209 0.52919709 0.78758536 0.38967471 0.24927708] Progress: 10.9% ... Training loss: 0.600 ... Validation loss: 1.044[ 0.13860395] [ 0.51536778 0.58846728 0.6232954 0.36004739 0.52405614 0.56706242 0.38447731 0.46765431 0.38896992 0.58391153] [-0.39223925] [ 0.39177071 0.46940223 0.44090462 0.55747906 0.38896227 0.34025209 0.38493857 0.55788023 0.48367092 0.36507794] [ 0.27174521] [ 0.13686999 0.38177501 0.46509169 0.71428672 0.533821 0.7860139 0.27252149 0.2968389 0.38033355 0.65755846] [-0.01728637] [ 0.31060102 0.58204285 0.48636505 0.52736614 0.60846259 0.72188495 0.30506575 0.44027259 0.40915162 0.74815126] [-0.45429011] [ 0.52847126 0.41064478 0.65000756 0.36275678 0.56876163 0.45186749 0.38692383 0.57732778 0.43955815 0.63230148] [ 0.00456741] [ 0.5550801 0.410403 0.62516988 0.390266 0.40501141 0.4274546 0.52265583 0.61444249 0.36711366 0.30997615] [-0.54745843] [ 0.47460482 0.3883939 0.65951147 0.46987575 0.5064672 0.66371685 0.43292181 0.49539321 0.39519862 0.46317042] [-0.78402943] [ 0.42583678 0.79182915 0.30836835 0.61376071 0.35360059 0.37941291 0.42032006 0.49443297 0.61112765 0.52897411] [-0.16434109] [ 0.64458581 0.58906877 0.57146232 0.56403768 0.41772987 0.33436966 0.52188551 0.73824848 0.54180164 0.35312486] [-0.42361788] [ 0.62918695 0.66416719 0.47996349 0.45833808 0.31225228 0.25251186 0.36168371 0.62319884 0.54483408 0.3496783 ] [ 1.36663422] [ 0.20901371 0.79111294 0.3699849 0.72795769 0.43817 0.76464924 0.37297275 0.45106859 0.45195635 0.78834253] [ 0.24331573] [ 0.53470753 0.53361427 0.53033493 0.61666687 0.46728787 0.34452975 0.5046553 0.61871608 0.53762871 0.3317375 ] [-0.20470599] [ 0.3350795 0.40253279 0.56607875 0.39757082 0.52751292 0.52551077 0.45329984 0.4424944 0.36171184 0.4911376 ] [-0.41268518] [ 0.38782992 0.55124073 0.42623404 0.42190818 0.5286285 0.64327331 0.3291297 0.51380528 0.34201645 0.56623749] [-0.12601505] [ 0.63967895 0.57585782 0.48100732 0.55608464 0.23440845 0.27400003 0.46612936 0.76196594 0.48809158 0.30904662] [ 0.71602388] [ 0.75636215 0.2786263 0.694962 0.27644974 0.45252561 0.25534259 0.56893587 0.73115906 0.27163428 0.25385078] [-0.79548023] [ 0.58806314 0.81829134 0.44692545 0.60913467 0.41949138 0.48287274 0.50874894 0.57961053 0.59453104 0.60066756] [-0.50474207] [ 0.66723173 0.3132862 0.67335844 0.36993092 0.41657685 0.50711445 0.40640983 0.59875223 0.41195958 0.3289613 ] [-0.053631] [ 0.42827737 0.63219412 0.58015074 0.60843392 0.46675092 0.75711242 0.35040968 0.59433981 0.44791123 0.63838885] [-0.14232337] [ 0.70321341 0.52454427 0.53385957 0.36383765 0.4234803 0.53235688 0.43283855 0.77377877 0.52333474 0.4687272 ] [-0.75725438] [ 0.45579491 0.65806403 0.34205291 0.6346649 0.31596965 0.40283596 0.35832981 0.53548787 0.58307938 0.40880954] [ 0.67391543] [ 0.53400117 0.48393311 0.51609214 0.51679301 0.51051601 0.30186346 0.43647981 0.50159838 0.39060365 0.68184803] [ 1.21154162] [ 0.54438988 0.6159729 0.40231764 0.61544205 0.28397203 0.1968138 0.57868076 0.60239848 0.61680055 0.53269252] [ 1.96239507] [ 0.51039819 0.41122863 0.49248008 0.56122305 0.26711646 0.26831602 0.43737161 0.61897259 0.46469213 0.21346902] [ 1.62425951] [ 0.31227012 0.62943953 0.38172797 0.62106006 0.44884895 0.55229626 0.51432014 0.50867066 0.52614617 0.51506944] [-0.88788923] [ 0.41559261 0.51840481 0.48501603 0.52552638 0.40443031 0.44467688 0.39797757 0.53454786 0.35898925 0.39848855] [-0.60874911] [ 0.68466471 0.63879339 0.52066637 0.57901334 0.27491762 0.27950413 0.43811875 0.59039847 0.54495333 0.27902442] [ 2.43153326] [ 0.71987954 0.65515176 0.52725265 0.42187327 0.42156055 0.34720954 0.56690836 0.69874964 0.56852176 0.3368763 ] [-0.53028538] [ 0.54650617 0.67939121 0.43378085 0.59492168 0.36813832 0.5596623 0.45433821 0.6475413 0.52050675 0.51106351] [ 0.17683536] [ 0.32101534 0.75144121 0.43226183 0.70642216 0.33556146 0.72932254 0.36968128 0.48649174 0.49341638 0.6134056 ] [ 0.18876506] [ 0.21712408 0.40309799 0.45632687 0.71574503 0.58076156 0.63307984 0.47294238 0.34468903 0.32006422 0.76573376] [-0.14915728] [ 0.52401638 0.64332233 0.40950869 0.45491546 0.37085303 0.68696848 0.44974601 0.6660339 0.43753654 0.49633906] [-0.29865411] [ 0.74061567 0.63496061 0.5619016 0.45817913 0.28728423 0.32226853 0.44607726 0.6701911 0.63949611 0.38611686] [-0.36463212] [ 0.32897767 0.61095765 0.4707346 0.55586888 0.49885867 0.63314311 0.47915808 0.47845776 0.35626171 0.57169866] [ 0.02888692] [ 0.33305399 0.60570544 0.45512464 0.67148542 0.33278803 0.54580184 0.43487618 0.4426588 0.49491794 0.44336618] [-0.2837226] [ 0.30987133 0.37560271 0.62360279 0.47876538 0.55798148 0.51156615 0.41778047 0.32345276 0.30107725 0.50283994] [-0.19554835] [ 0.2981145 0.33768002 0.68240252 0.40786079 0.54309425 0.74504182 0.43484822 0.33413464 0.34777289 0.61050035] [ 0.21495971] [ 0.58129737 0.74658882 0.31107825 0.61940749 0.3340025 0.59543932 0.41540628 0.63551444 0.50457414 0.53594939] [ 1.93827738] [ 0.64848562 0.57831295 0.50291531 0.51166674 0.3947891 0.32666871 0.4606227 0.73478267 0.42885382 0.380265 ] [ 0.37314772] [ 0.63890323 0.65003183 0.47740969 0.67943682 0.45778449 0.34958132 0.49145931 0.58261292 0.63876352 0.3418677 ] [-1.07725624] [ 0.56730537 0.76299246 0.44225691 0.50313254 0.29396626 0.40694152 0.47135658 0.61877557 0.7141737 0.47929073] [ 0.10518613] [ 0.47358183 0.56829798 0.50047441 0.50709566 0.49905237 0.72803425 0.32391938 0.65260018 0.56790346 0.54556518] [ 0.10100532] [ 0.71210078 0.53306713 0.55779307 0.32945221 0.36606915 0.22250572 0.62505125 0.61793453 0.65396826 0.24435047] [-1.25118852] [ 0.68983515 0.79409306 0.45855749 0.44204125 0.29342479 0.33422271 0.46309014 0.64728736 0.64710637 0.45944132] [-1.14159858] [ 0.63611016 0.64660721 0.48296483 0.42783733 0.46715303 0.40351062 0.47613115 0.708352 0.41004235 0.54775179] [ 0.27325909] [ 0.43437104 0.79730591 0.29262093 0.60757561 0.25222827 0.65337992 0.3429662 0.60080138 0.5659834 0.62764505] [ 0.12621707] [ 0.72479774 0.62196361 0.60860986 0.52665764 0.48652085 0.36257154 0.42142981 0.69698606 0.58898946 0.39904992] [-0.15038375] [ 0.2751667 0.57152167 0.51187573 0.57535721 0.43866032 0.64446925 0.42933802 0.43954286 0.43652889 0.60390137] [ 2.08887132] [ 0.56810556 0.58402633 0.51519792 0.47261527 0.3635812 0.3177686 0.47489858 0.75704188 0.43875851 0.30279644] [-0.49521971] [ 0.5698837 0.48921563 0.5941316 0.32749219 0.49900794 0.45297587 0.42661324 0.54464399 0.36727745 0.61129317] [-0.572939] [ 0.63472207 0.55577601 0.57434606 0.40380206 0.51758411 0.43881662 0.44987626 0.56489044 0.50519283 0.56030598] [-0.99263671] [ 0.55563959 0.77685316 0.34888327 0.59388798 0.41377655 0.3464952 0.31609394 0.59300488 0.59272286 0.48651476] [-0.68553448] [ 0.5727562 0.10719184 0.77618851 0.30920567 0.53337174 0.26850499 0.54447818 0.57165486 0.17576269 0.20110117] [-0.14911726] [ 0.30489868 0.50120661 0.57760802 0.50012096 0.51854967 0.66403503 0.45523585 0.3761504 0.4641519 0.56899677] [ 0.32007408] [ 0.72603637 0.75790706 0.44053431 0.3603851 0.3759837 0.42205888 0.52314605 0.65954675 0.51174009 0.48742897] [ 0.58797868] [ 0.35677789 0.32726867 0.66071174 0.39041073 0.53397932 0.62409722 0.50472144 0.42957423 0.37184231 0.46269714] [-0.8460699] [ 0.49806167 0.57910996 0.45337792 0.43404605 0.3787778 0.41515229 0.484258 0.65863907 0.49977867 0.38197069] [-0.88320672] [ 0.5918038 0.66011134 0.52089834 0.57032105 0.38096495 0.50963952 0.45226897 0.58633776 0.44644902 0.45816002] [-0.64407808] [ 0.48836739 0.6900217 0.42887842 0.61285567 0.36493241 0.47425302 0.42126781 0.64115398 0.47754736 0.52167306] [-0.30055422] [ 0.45539808 0.691952 0.46363695 0.60899433 0.25163474 0.42464411 0.4211657 0.64029755 0.51544384 0.41283733] [ 0.68537402] [ 0.32292673 0.55079475 0.51339808 0.56935242 0.52179883 0.56259057 0.47872356 0.44696628 0.4899804 0.57720944] [-0.20921149] [ 0.51548623 0.67804272 0.5237239 0.31432496 0.54241892 0.62510056 0.42417582 0.49188505 0.59361602 0.68647574] [ 0.01589475] [ 0.56841559 0.60096543 0.48128944 0.52979901 0.37202074 0.26608028 0.53018701 0.70856663 0.44729095 0.40728016] [-0.27625122] [ 0.51260617 0.46297125 0.53244174 0.43561787 0.45124778 0.49001919 0.39436285 0.4729867 0.3512462 0.523115 ] [-0.12093724] [ 0.4553878 0.56278214 0.51684315 0.5297636 0.50250958 0.6210485 0.52585186 0.51374658 0.41796811 0.62284813] [-1.00419669] [ 0.72117718 0.60906502 0.54623278 0.44205464 0.45836548 0.26968713 0.49461381 0.7064824 0.47878286 0.45154686] [-0.03141609] [ 0.57007337 0.70743029 0.53169192 0.6414246 0.48517016 0.53182795 0.37055 0.56406649 0.48270787 0.67270301] [-0.25915337] [ 0.47485852 0.73632491 0.48168144 0.53801701 0.39671275 0.45972583 0.41693053 0.52153448 0.56647626 0.50858326] [-0.41676537] [ 0.46028976 0.66056098 0.36914567 0.50661302 0.27636698 0.46791978 0.469666 0.66221357 0.50463822 0.44255234] [-0.15503268] [ 0.3749879 0.48732103 0.52882598 0.37475392 0.53963443 0.62267731 0.40233131 0.56036797 0.45852016 0.57900772] [-0.23026391] [ 0.5813688 0.70447176 0.3661008 0.48755458 0.25706466 0.51783163 0.39082728 0.66974697 0.50456653 0.49925895] [-0.75161034] [ 0.65472757 0.66446318 0.57796077 0.5073482 0.48486333 0.61834218 0.39209471 0.63353013 0.48498008 0.5724882 ] [ 1.06866418] [ 0.70552914 0.53291386 0.60068005 0.38170864 0.42778329 0.36291752 0.49826778 0.60028391 0.48974928 0.32380705] [ 0.08265598] [ 0.61354245 0.63301355 0.44591065 0.55386639 0.47790447 0.38073012 0.43975531 0.68802916 0.50267802 0.45106428] [ 1.24705067] [ 0.44976967 0.63553459 0.42524027 0.54709601 0.39093683 0.45070491 0.4518118 0.52229938 0.51473361 0.41482109] [-0.62971401] [ 0.63233771 0.51537472 0.47265624 0.41901926 0.27664863 0.22552491 0.43851518 0.75426294 0.47170432 0.24405961] [-0.68035269] [ 0.3962215 0.37672329 0.59659013 0.4352144 0.48785333 0.64454063 0.43882836 0.52240634 0.41766844 0.38334185] [ 0.9247234] [ 0.68065072 0.73421928 0.47538546 0.50120866 0.38503381 0.32300216 0.39858861 0.69787248 0.63852078 0.39840409] [-0.20031682] [ 0.37561658 0.63394247 0.43690711 0.66563608 0.36295054 0.60755258 0.52098264 0.67409646 0.58350941 0.42271741] [ 0.39382623] [ 0.75282453 0.54148143 0.53034551 0.32687989 0.32911321 0.11371795 0.40402528 0.66071647 0.53378213 0.19389036] [-0.22117601] [ 0.36660432 0.6149614 0.57030754 0.50397162 0.54141916 0.70325232 0.37937784 0.51056609 0.46311176 0.67242833] [-0.15286124] [ 0.83203512 0.63929976 0.53228295 0.3505342 0.2367164 0.0905686 0.49114331 0.79988853 0.58264036 0.19595327] [-0.77972804] [ 0.6890182 0.75835709 0.44594616 0.48459629 0.26048182 0.19200826 0.44259647 0.71268073 0.60793818 0.48852692] [-0.03101169] [ 0.33617337 0.65509596 0.53446381 0.54862718 0.52173666 0.67462999 0.37934269 0.4546313 0.45485561 0.76656531] [ 0.81115243] [ 0.49169962 0.57159398 0.46135052 0.46879327 0.30486949 0.28902857 0.48105695 0.69791576 0.56744113 0.30700234] [ 0.67737379] [ 0.27460602 0.6232372 0.5536306 0.6898308 0.44985027 0.67750298 0.3452241 0.3680284 0.58436411 0.6215231 ] [-0.63765875] [ 0.67014452 0.61799605 0.45507782 0.44162989 0.29095349 0.14757833 0.49895359 0.7109925 0.56666234 0.21511397] [ 1.59802968] [ 0.52555497 0.53765501 0.51807919 0.43581114 0.42290312 0.65357329 0.4059503 0.76244988 0.49428583 0.47407179] [-0.28548655] [ 0.3919845 0.71119889 0.30822856 0.61796168 0.41188149 0.71333932 0.5085373 0.56944744 0.49459942 0.46426455] [-0.43054444] [ 0.76763836 0.65101558 0.52708587 0.38670283 0.35258492 0.15336821 0.42799984 0.73504777 0.67326463 0.2649966 ] [-0.1019622] [ 0.40237063 0.38972479 0.55188657 0.41902253 0.47908654 0.57549953 0.35552179 0.4708509 0.37720938 0.45521532] [ 0.17430922] [ 0.70444739 0.82035103 0.36720384 0.55973795 0.36423516 0.46287521 0.41253468 0.70901824 0.63877426 0.48119546] [-0.19051884] [ 0.32131589 0.41820367 0.54101629 0.3929018 0.49200664 0.69270148 0.42483588 0.29136794 0.38363173 0.52219837] [ 0.01140276] [ 0.3284498 0.60230681 0.49291117 0.54014572 0.45236113 0.60489165 0.44493097 0.38776813 0.48396848 0.49759326] [-0.00144388] [ 0.53307596 0.34778363 0.61762939 0.42776531 0.4463284 0.37767405 0.46166836 0.50710693 0.30839748 0.56477713] [-1.25234451] [ 0.62446836 0.28560755 0.62409855 0.34104359 0.43615148 0.3306502 0.48918322 0.66215849 0.42164848 0.24734494] [ 0.11227975] [ 0.69717461 0.6204769 0.61308958 0.63289557 0.42044953 0.34135687 0.38667323 0.65251895 0.60265227 0.36185304] [-0.59813808] [ 0.52678273 0.58688575 0.47303866 0.55551817 0.47499488 0.68368674 0.53865983 0.58191207 0.53001764 0.52280337] [ 0.91195326] [ 0.55154007 0.59650354 0.57169166 0.36587463 0.48687646 0.54971314 0.39245739 0.49402619 0.5688195 0.5850839 ] [ 0.14351768] [ 0.85727452 0.72524065 0.52458167 0.43762443 0.34737413 0.18815099 0.5777897 0.82006217 0.61032445 0.52444364] [-1.17691577] [ 0.55847357 0.63975173 0.48391656 0.40154846 0.437631 0.28429605 0.4572029 0.56131501 0.4522771 0.45943062] [-0.23062308] [ 0.35749604 0.33316019 0.54124778 0.26539909 0.52301627 0.43875263 0.46656564 0.54960264 0.33687204 0.31734089] [-0.42803163] [ 0.41360931 0.44686307 0.60362943 0.65368766 0.42950802 0.62890039 0.35031953 0.38908434 0.38110675 0.45832504] [-0.60488127] [ 0.76374301 0.58790023 0.59795495 0.22340923 0.30546219 0.26130705 0.59382997 0.71826647 0.55053237 0.32991 ] [-0.90934447] [ 0.39364578 0.5445191 0.44481998 0.66697392 0.33473444 0.39086384 0.43548489 0.52136578 0.5207196 0.33620641] [-0.67108154] [ 0.53042829 0.63451021 0.4331099 0.62146193 0.27736175 0.30909482 0.39593034 0.57381201 0.67434167 0.47838115] [-0.35273574] [ 0.67473825 0.52883675 0.47777085 0.3193865 0.47352152 0.45035164 0.51333143 0.62835549 0.36890235 0.40840694] [-0.17222934] [ 0.63391949 0.58909477 0.43983464 0.46652862 0.2845435 0.3561073 0.41286483 0.57013981 0.48107607 0.38184897] [-1.0933898] [ 0.74383014 0.65785171 0.59138257 0.35633779 0.41184441 0.53729869 0.52924633 0.72477024 0.54194567 0.49245319] [-0.13945056] [ 0.75059231 0.5351862 0.55795823 0.35040992 0.45810169 0.36626795 0.53222152 0.67446849 0.51279266 0.36375311] [ 0.72578352] [ 0.68711879 0.49107965 0.52119657 0.33552201 0.35012707 0.14817443 0.43160906 0.68954644 0.51968858 0.20727222] [ 0.55515622] [ 0.74242578 0.7486279 0.455887 0.37803351 0.27165412 0.1814449 0.48717697 0.63082052 0.70035563 0.33357428] [ 0.52626013] [ 0.81006597 0.59154783 0.65080702 0.3012819 0.45322731 0.2908677 0.64393621 0.69668105 0.57389373 0.31286982] [-1.15601509] [ 0.62175491 0.74783338 0.383627 0.55244088 0.30207035 0.2802939 0.36768968 0.69729318 0.54069837 0.43548388] [-0.22194933] [ 0.29967266 0.67428831 0.34222656 0.75778985 0.48724685 0.5034522 0.41224147 0.46615672 0.36917664 0.73228526] [ 0.08373718] [ 0.41660359 0.62554724 0.44906761 0.55890881 0.32203957 0.37892727 0.46828812 0.4477922 0.53399196 0.46275292] [-0.12760692] [ 0.45284794 0.36461969 0.64150569 0.45534115 0.46178596 0.74279577 0.37300742 0.46581346 0.41441701 0.54632568] [-0.1958638] [ 0.66277811 0.69470123 0.46416961 0.42801273 0.36568626 0.17324897 0.41092575 0.70609417 0.57463478 0.31010028] [-0.54173751] [ 0.47931815 0.60250849 0.51894437 0.54127228 0.47126468 0.513047 0.40350466 0.43340789 0.49462348 0.48518773] [-0.6460544] [ 0.75992758 0.49922708 0.568551 0.35325129 0.26453276 0.13377807 0.47746229 0.76965194 0.48430623 0.201272 ] [-0.3368655] [ 0.54495575 0.69607753 0.44887813 0.55006518 0.310946 0.43363112 0.41563683 0.64642131 0.52474124 0.38922515] [-0.402926] [ 0.5297441 0.57056649 0.55760824 0.5714321 0.59428353 0.54163812 0.40611067 0.5396955 0.46590141 0.53517116] [ 0.07726132] [ 0.4264347 0.59730973 0.34839177 0.564709 0.35854049 0.65196475 0.35108147 0.45757186 0.44181655 0.50210279] [ 0.94350137] [ 0.29429028 0.64758673 0.39694716 0.5736959 0.40055583 0.66030118 0.39326658 0.39056554 0.60503793 0.5840686 ] [-0.09584682] [ 0.42837693 0.2535156 0.73089275 0.35011701 0.54923619 0.64178822 0.38772667 0.32516049 0.30779837 0.4919354 ] [-0.27585804] [ 0.37371835 0.69742016 0.41062783 0.62455799 0.45136663 0.70844895 0.41956992 0.5268755 0.40422495 0.62261344] [ 0.00154429] [ 0.32142671 0.36524405 0.60765735 0.39057033 0.52613491 0.62121205 0.44562178 0.30408464 0.31970276 0.60197366] [ 0.80679516] [ 0.870493 0.51953127 0.57032937 0.30771969 0.23486866 0.13531211 0.51350006 0.78696714 0.56325542 0.16589222] Progress: 11.1% ... Training loss: 0.608 ... Validation loss: 1.105[ 0.6426833] [ 0.44862057 0.42780939 0.47342562 0.43315546 0.31743526 0.47624024 0.40894549 0.58801312 0.42112577 0.38689178] [ 0.05978818] [ 0.50708914 0.53219801 0.60987624 0.52385981 0.44169162 0.51384941 0.40126276 0.51441683 0.58580326 0.45182318] [-0.47148639] [ 0.38905027 0.72225267 0.47774648 0.64056473 0.26550139 0.53991451 0.38063963 0.51750956 0.49708768 0.54563994] [ 0.48850654] [ 0.30924709 0.63871127 0.39579519 0.64566205 0.45303477 0.67137474 0.48023902 0.43414774 0.55059744 0.59001724] [-0.24891641] [ 0.34035822 0.42718337 0.41869386 0.61138311 0.43391288 0.73843133 0.35323805 0.65330664 0.50921747 0.46382144] [-0.5089513] [ 0.42998842 0.31243471 0.65069398 0.48564615 0.52207203 0.41096501 0.48934119 0.47214459 0.2793821 0.53433729] [ 0.18720242] [ 0.29884714 0.47749925 0.50084187 0.60860622 0.53664823 0.52748845 0.43799776 0.38946486 0.43050122 0.69501539] [-0.13402266] [ 0.64743596 0.45809248 0.59290805 0.3221662 0.41526384 0.44991891 0.4289099 0.57613364 0.36627327 0.37746939] [ 0.69945659] [ 0.53824254 0.56015197 0.55477313 0.55474408 0.44687104 0.40912818 0.42456878 0.63245525 0.513875 0.39548732] [ 0.34299257] [ 0.32108375 0.75135268 0.37954865 0.61125198 0.46034595 0.659022 0.46939622 0.60421117 0.59132936 0.66928238] [-0.26405299] [ 0.75068766 0.62411851 0.51375103 0.49077953 0.45895503 0.43671749 0.46444986 0.6652306 0.51414406 0.39152402] [-0.61184911] [ 0.45492785 0.77737988 0.34980331 0.67686572 0.3781682 0.33392514 0.34958765 0.51375143 0.51102988 0.65332134] [ 0.11078252] [ 0.24612198 0.67157725 0.50037155 0.60795778 0.46351462 0.66209781 0.4313147 0.33986719 0.5059319 0.69427223] [-0.46602869] [ 0.61813041 0.56618178 0.48942256 0.54414663 0.38635036 0.42413463 0.45583282 0.53117084 0.4446203 0.36423501] [ 0.94069093] [ 0.5975315 0.71049355 0.44348864 0.62037101 0.45679422 0.59002105 0.42619367 0.70996226 0.51023237 0.45025225] [-0.0559379] [ 0.6043287 0.43936834 0.6455688 0.32882997 0.47583314 0.37832426 0.47592987 0.6846336 0.41115992 0.42620609] [-0.68868485] [ 0.52821671 0.25452093 0.71505517 0.34260745 0.57800197 0.3956581 0.50983865 0.42894336 0.2664031 0.41872732] [ 0.55613312] [ 0.82727473 0.70453776 0.60917554 0.36079226 0.41274348 0.23841738 0.50236557 0.7086801 0.63918294 0.30499006] [-0.21196283] [ 0.42214343 0.66651956 0.52516808 0.46261805 0.40935232 0.53181868 0.41201693 0.56081766 0.51353216 0.55753525] [ 0.05115229] [ 0.36905263 0.538766 0.54503269 0.47947286 0.43428335 0.5672539 0.58213341 0.62110539 0.42233091 0.47615987] [-0.44519989] [ 0.78565967 0.57751631 0.54395024 0.36699178 0.25218279 0.15440688 0.46087628 0.62700073 0.5852526 0.23512487] [-0.56652098] [ 0.4891095 0.30781224 0.62847336 0.37342504 0.49710499 0.39360763 0.43402127 0.38980961 0.34234853 0.30960948] [ 0.68385155] [ 0.83640147 0.67451204 0.55191967 0.41418707 0.46665365 0.18846452 0.493078 0.70577459 0.64715988 0.24929634] [ 0.46182089] [ 0.38167679 0.5532563 0.47442418 0.46104854 0.41546584 0.51357824 0.39351883 0.59400212 0.41386482 0.42462615] [-0.1810985] [ 0.8227639 0.75347529 0.51585686 0.3289997 0.25450957 0.13013715 0.57426699 0.82496396 0.69464558 0.25633758] [ 0.59098015] [ 0.65857726 0.54047638 0.54433101 0.32284264 0.3729365 0.31957619 0.44857128 0.68569137 0.50695872 0.36507328] [ 2.97411635] [ 0.53125725 0.81749246 0.33090572 0.64118273 0.2822495 0.46170063 0.51165206 0.7276865 0.67739697 0.38421105] [ 0.35833972] [ 0.45751899 0.65516296 0.35662019 0.56444193 0.30605978 0.39185955 0.40415776 0.54438818 0.55488367 0.37315121] [ 0.03418307] [ 0.42501803 0.43049273 0.69400966 0.46080534 0.51243877 0.53520994 0.38778249 0.3599197 0.44591275 0.48560992] [-0.51745626] [ 0.74662601 0.64825511 0.49029552 0.49941262 0.28169708 0.21490236 0.38710123 0.65629572 0.60572273 0.2857025 ] [-0.29585718] [ 0.34481967 0.49132788 0.44001721 0.57286673 0.42191912 0.73016008 0.39380753 0.58390348 0.52287088 0.4909848 ] [-0.23053087] [ 0.52471048 0.50889076 0.49143986 0.63664037 0.48221229 0.3841669 0.40102055 0.6172071 0.51183101 0.33996617] [-0.20210263] [ 0.43662865 0.41477332 0.65871112 0.39139215 0.607094 0.55882674 0.41916431 0.39057796 0.44018629 0.54644907] [ 0.45361743] [ 0.79578707 0.55983576 0.50374254 0.38681704 0.30058143 0.10142028 0.43670817 0.6427305 0.53396174 0.26052315] [-0.57242936] [ 0.83180858 0.58640775 0.55207072 0.328432 0.276759 0.17789656 0.51117389 0.70542419 0.52190725 0.34258452] [ 0.68253689] [ 0.85482448 0.62971332 0.63286347 0.33923436 0.31746188 0.17933439 0.57654536 0.81816086 0.54355456 0.22119541] [ 0.16764726] [ 0.54274975 0.32255086 0.65277356 0.37483598 0.53589941 0.52276014 0.39234096 0.52663879 0.39774418 0.47270538] [-0.25192768] [ 0.29457809 0.53388998 0.47218677 0.44758028 0.46913145 0.69161819 0.38229264 0.43315414 0.44067327 0.54722945] [-0.56336196] [ 0.50624478 0.6635279 0.39898178 0.71077509 0.44320566 0.48536427 0.40935642 0.51735246 0.3986003 0.53233704] [ 0.68315046] [ 0.69083952 0.74189473 0.56179512 0.46754285 0.33431426 0.40297988 0.53382476 0.72838159 0.596525 0.4425127 ] [ 0.87466495] [ 0.55429705 0.6620508 0.56095987 0.57352027 0.44491907 0.46441441 0.38040961 0.65625324 0.50809117 0.51469419] [ 2.4086445] [ 0.79643603 0.54336252 0.53902217 0.28840436 0.44391441 0.22187603 0.53009034 0.71972482 0.41225452 0.41015173] [ 1.50233249] [ 0.43727539 0.62807859 0.48629067 0.6253843 0.47271262 0.61665933 0.48820456 0.69500192 0.50012093 0.476168 ] [-0.45785877] [ 0.36509623 0.72714864 0.43960309 0.59459252 0.3944045 0.54984706 0.42540741 0.54867675 0.62324198 0.57406552] [ 0.94674564] [ 0.56642567 0.70989275 0.51092931 0.53926066 0.37083629 0.56619983 0.52321413 0.64148246 0.60010446 0.53076658] [-0.20685568] [ 0.42060727 0.27094938 0.5640767 0.2383496 0.48222888 0.48711293 0.48037312 0.47620542 0.28560458 0.27409079] [ 0.11165395] [ 0.5948325 0.78042356 0.44443437 0.44690073 0.28959484 0.24577995 0.39822042 0.70590393 0.62963987 0.4439981 ] [ 0.34516841] [ 0.4487232 0.53273671 0.47016923 0.41962332 0.42366527 0.51660346 0.40991579 0.57446952 0.43560945 0.4816737 ] [ 0.59479621] [ 0.68450071 0.59822547 0.57346301 0.59548028 0.51086563 0.31863181 0.47646761 0.59106863 0.66474519 0.30096058] [ 0.23889083] [ 0.66923826 0.54767412 0.53379568 0.24867919 0.46241487 0.37446792 0.57544463 0.57088592 0.48826758 0.40362196] [ 0.23096667] [ 0.38060825 0.58453135 0.36439537 0.55669642 0.40048361 0.5281371 0.36907745 0.48037544 0.56512424 0.4915296 ] [ 0.5714448] [ 0.27869208 0.44721669 0.57275657 0.54628824 0.54334441 0.65069644 0.42848623 0.31533049 0.47969392 0.57109097] [-1.20983797] [ 0.69536434 0.7423484 0.42941039 0.59039275 0.21401381 0.29968432 0.38443774 0.62815643 0.58496165 0.37251914] [-0.0216239] [ 0.60887935 0.74925172 0.44984772 0.63948458 0.44109302 0.38989887 0.44145806 0.66240861 0.65830883 0.40834128] [-0.5294988] [ 0.46523024 0.64716541 0.47272762 0.63553692 0.55826315 0.49162812 0.4440116 0.45214822 0.49236392 0.52998141] [-0.20923867] [ 0.38929025 0.34644309 0.62308896 0.35823584 0.54800161 0.56275471 0.44327347 0.53229341 0.51235408 0.49299746] [ 1.04961005] [ 0.83126679 0.50155046 0.58886858 0.2562005 0.38276733 0.21660808 0.5376792 0.73154539 0.42866092 0.26568343] [ 0.15527947] [ 0.35667748 0.44537728 0.56982406 0.56891397 0.51478345 0.55770629 0.33844634 0.42539678 0.432196 0.46685233] [-0.86280167] [ 0.69469932 0.62963973 0.61059359 0.36083358 0.45404324 0.36312783 0.55543242 0.63802828 0.5848428 0.39121652] [-0.674636] [ 0.53633752 0.78518265 0.38514005 0.5353836 0.26848197 0.39739919 0.39728275 0.62337232 0.57804005 0.50648305] [ 0.22779243] [ 0.26672342 0.6373827 0.40271293 0.71883432 0.46950636 0.76867182 0.39245356 0.35766726 0.44697473 0.67249068] [ 1.37310039] [ 0.70287735 0.41929321 0.57557353 0.44263076 0.49256157 0.21717369 0.46469099 0.62796021 0.51579999 0.1993161 ] [-1.00019112] [ 0.56117808 0.79174328 0.34512342 0.66434169 0.36861102 0.26746888 0.36820554 0.5299143 0.58422358 0.43266907] [ 0.35718937] [ 0.21413007 0.50105885 0.59725976 0.5667149 0.49897333 0.8128848 0.33123051 0.26552813 0.3815533 0.71123082] [ 0.05613725] [ 0.72206479 0.5475141 0.49842798 0.24890792 0.31133434 0.15253523 0.52697618 0.69288523 0.54195262 0.19301868] [ 0.91590525] [ 0.51784537 0.67943864 0.45285317 0.5039284 0.32966049 0.32014623 0.39083573 0.64894194 0.51527418 0.39817669] [-0.0976364] [ 0.32808847 0.40313415 0.63045215 0.51369752 0.51841879 0.67859127 0.37824867 0.36943362 0.32079104 0.68853803] [ 0.6900179] [ 0.85135937 0.42552534 0.68063696 0.2854992 0.42619361 0.1779013 0.47479649 0.75901073 0.43532666 0.20427676] [-0.39929049] [ 0.45650279 0.55514899 0.56295731 0.47836802 0.5371941 0.63431792 0.42674244 0.46487948 0.46468195 0.53972113] [ 2.36658794] [ 0.63227045 0.75165104 0.37466451 0.49966289 0.30457115 0.23316273 0.44261738 0.6973796 0.656501 0.3274727 ] [ 1.28283322] [ 0.76444961 0.49775263 0.5484152 0.35825868 0.34400808 0.1602505 0.40987209 0.70166948 0.53560717 0.22475864] [ 0.10365312] [ 0.47023041 0.23233114 0.69716382 0.33070299 0.58045247 0.33687932 0.40284967 0.49873775 0.21751518 0.33895578] [-0.36348501] [ 0.65735994 0.58030531 0.51522041 0.52586293 0.26930154 0.27071285 0.49248633 0.5957245 0.65766265 0.30747139] [-0.19054786] [ 0.3196584 0.50210724 0.5652002 0.50704251 0.44110973 0.63162173 0.50663534 0.43137835 0.47319438 0.48037719] [ 0.73752813] [ 0.59616442 0.80582209 0.43156841 0.5852988 0.32454896 0.50571231 0.37275559 0.67520483 0.60696698 0.53219325] [-0.81051507] [ 0.57772999 0.48014654 0.53873313 0.28278412 0.38894558 0.1992695 0.51007294 0.70320385 0.49718881 0.27626814] [ 0.17172706] [ 0.26925276 0.73743384 0.44293411 0.64294463 0.37705138 0.74141791 0.42224551 0.45955862 0.58194451 0.63021672] [ 0.16938954] [ 0.21708883 0.61416827 0.4749302 0.55428055 0.44008348 0.78177718 0.31793363 0.29601752 0.3760265 0.6748705 ] [-0.50208836] [ 0.46190491 0.64207036 0.44685905 0.45574426 0.39850501 0.66969663 0.34617031 0.55765905 0.44544296 0.52442337] [ 1.25255066] [ 0.84460376 0.49367182 0.61766683 0.23359546 0.52150738 0.11922642 0.57081755 0.69878649 0.57814489 0.16489866] [ 1.19712821] [ 0.45921917 0.57177631 0.50894517 0.56989322 0.41511652 0.56090972 0.35452951 0.59004474 0.42344783 0.53248023] [-0.83793333] [ 0.60543812 0.61466779 0.48197664 0.54830998 0.25723113 0.41488508 0.40568663 0.59654318 0.51608562 0.43744131] [ 0.02035965] [ 0.56276336 0.44651869 0.57582106 0.44777574 0.3895903 0.40306034 0.56556739 0.68358367 0.40057858 0.35498772] [ 0.35196121] [ 0.71752018 0.48877921 0.54096057 0.37862362 0.53294912 0.30431126 0.49815953 0.55237225 0.42770113 0.31530195] [-0.41280355] [ 0.67722334 0.49355631 0.66622361 0.24102142 0.54467562 0.53863311 0.43499704 0.62191693 0.35160531 0.50996756] [-0.91537201] [ 0.64492234 0.7251162 0.51704757 0.40925357 0.33025 0.42724931 0.48292815 0.60752801 0.57951174 0.52636145] [ 0.03730833] [ 0.48233341 0.73543872 0.3154793 0.66353528 0.28688756 0.53696796 0.40803832 0.67268738 0.50620127 0.56665303] [-0.36679849] [ 0.51150129 0.70199407 0.38953383 0.61750716 0.50273739 0.62158931 0.39622572 0.50342204 0.39508944 0.63140091] [ 0.36416837] [ 0.19982748 0.69494728 0.46659039 0.66236117 0.59066829 0.81765876 0.33508393 0.35589614 0.39907216 0.73991868] [-0.14953591] [ 0.41838213 0.65340554 0.54207418 0.44734456 0.66677845 0.64939456 0.33381679 0.48042717 0.40940084 0.72855471] [-0.89851547] [ 0.49400048 0.55477437 0.37376183 0.59831641 0.33253421 0.44560401 0.32715268 0.62997728 0.44051813 0.3975164 ] [-0.28616318] [ 0.44669959 0.72834859 0.37794223 0.67918605 0.49597899 0.54140852 0.40772151 0.44926595 0.4223651 0.6210305 ] [ 0.12948092] [ 0.67475086 0.43153343 0.60246563 0.21388275 0.47535518 0.39811225 0.49540201 0.73656174 0.48307516 0.34883974] [ 0.26937266] [ 0.2862974 0.52547386 0.42571496 0.64603963 0.45867024 0.69508216 0.39289973 0.42897852 0.50180393 0.48874729] [ 0.34676989] [ 0.18334093 0.65195824 0.39228795 0.73133578 0.52829232 0.82958618 0.38501562 0.29472553 0.4827856 0.68991297] [ 0.04613457] [ 0.40024324 0.39732242 0.55526389 0.47270974 0.56159379 0.44493267 0.35352338 0.48913378 0.48482429 0.54926165] [ 1.04750032] [ 0.73249315 0.54289335 0.56377304 0.39267493 0.23457143 0.25805658 0.43845261 0.59053165 0.45737187 0.29763849] [-0.26487306] [ 0.52326242 0.20437047 0.68765056 0.27806121 0.635702 0.36826286 0.42838042 0.49952355 0.34945432 0.28236701] [-0.2170145] [ 0.51785303 0.75034715 0.47561711 0.60871101 0.37950593 0.56472457 0.44174753 0.60657755 0.60148658 0.58113005] [-0.46148226] [ 0.72624843 0.42984934 0.54901097 0.37923469 0.48001639 0.2355306 0.55946345 0.68251881 0.41274025 0.23349554] [ 0.10383352] [ 0.24477857 0.58966468 0.4291405 0.73753007 0.45919657 0.69530838 0.35983172 0.46300344 0.52381274 0.69351167] [-0.32140335] [ 0.5393162 0.57288084 0.47911151 0.54978507 0.36226063 0.28652384 0.4364386 0.55465551 0.53837046 0.25562729] [-0.87467273] [ 0.79656689 0.67814055 0.58959185 0.25481019 0.32712912 0.23981469 0.55840759 0.77007447 0.70419341 0.39703904] [ 0.5820763] [ 0.18911691 0.64762209 0.39532444 0.60563667 0.4518433 0.83996994 0.34903144 0.29021965 0.49288431 0.71507973] [ 0.34876943] [ 0.68900453 0.50451453 0.55236363 0.42652016 0.41977618 0.15524109 0.4739593 0.58975302 0.61459966 0.20352337] [ 0.59675967] [ 0.17839389 0.61691161 0.39023248 0.72794213 0.51796214 0.78427434 0.36469811 0.32072588 0.44169673 0.7339388 ] [-1.05116835] [ 0.6350128 0.7294357 0.37818077 0.51746846 0.24047367 0.28883487 0.45077609 0.59141306 0.66879726 0.33578527] [ 0.2681554] [ 0.24823642 0.71525949 0.42995915 0.70170138 0.53641543 0.83075861 0.33935297 0.42526203 0.43894364 0.73806848] [-0.48987206] [ 0.4510338 0.62715457 0.50295961 0.63478629 0.40281936 0.63692317 0.44063035 0.53663471 0.43327357 0.48150824] [-0.14884434] [ 0.25859574 0.53619213 0.53482882 0.68075978 0.35672828 0.72496156 0.38346883 0.44263246 0.5560669 0.54880031] [ 1.73975885] [ 0.76229477 0.56520152 0.528642 0.44781764 0.29388878 0.1705435 0.4858885 0.61890494 0.57578669 0.21350425] [-0.05258087] [ 0.36357346 0.39039414 0.56782026 0.44008628 0.49848877 0.44376577 0.43687698 0.32950197 0.42532807 0.36221639] [-0.5103162] [ 0.54270557 0.42028213 0.69965511 0.37402221 0.51362241 0.53048416 0.46405593 0.49711339 0.50689739 0.47709021] [-0.40666075] [ 0.45202465 0.28136058 0.62718922 0.32690616 0.5720682 0.49688196 0.35045639 0.41038273 0.278262 0.41570559] [ 1.14375263] [ 0.75721288 0.61664943 0.59151745 0.40950843 0.39932594 0.3618637 0.47162279 0.63395076 0.57752299 0.35127588] [-0.14571483] [ 0.72116687 0.65587541 0.65016945 0.3893591 0.42825422 0.39967789 0.59713169 0.7073337 0.64795563 0.43786932] [-0.24791306] [ 0.88531011 0.62322789 0.57616362 0.33507764 0.38396739 0.1305267 0.60243041 0.8567288 0.6015675 0.44772225] [ 0.3390299] [ 0.39687727 0.48700861 0.52618078 0.34307874 0.4774832 0.4933822 0.48250249 0.39060444 0.43553624 0.41465647] [ 0.0245568] [ 0.25809108 0.64571559 0.40567897 0.5170476 0.42851079 0.72929283 0.35939683 0.46994957 0.48461625 0.59451882] [-0.09180231] [ 0.49590948 0.62940025 0.50693176 0.49544593 0.34522397 0.30644407 0.44931427 0.58430161 0.52240773 0.44279562] [ 0.64125873] [ 0.15382144 0.72313701 0.43292709 0.74295928 0.48484923 0.83574685 0.28978163 0.2453915 0.47227644 0.80319187] [-0.75245179] [ 0.73678158 0.60902563 0.55482334 0.24386285 0.36394857 0.16819348 0.48953791 0.77397279 0.49020113 0.33483303] [-0.54653948] [ 0.49044795 0.73465809 0.37599009 0.72496028 0.26519644 0.3568019 0.40825219 0.57804613 0.55260216 0.70086524] [-0.12592529] [ 0.26220001 0.59664068 0.35794052 0.69677119 0.4333703 0.71756937 0.35127269 0.51728989 0.56315311 0.46946659] [-1.29377209] [ 0.81149254 0.63540105 0.55635481 0.324679 0.38232656 0.11985212 0.44947469 0.74545488 0.58492399 0.35073927] [ 1.46798625] [ 0.34581392 0.63479273 0.40393045 0.53032278 0.48671509 0.515273 0.5430188 0.50284955 0.52360136 0.51520878] [ 1.54873817] [ 0.65069247 0.62013297 0.55428016 0.52179074 0.44390058 0.33795507 0.4121755 0.64049538 0.66927048 0.34536704] [-0.45588113] [ 0.37965764 0.5466266 0.5595202 0.49947069 0.41537341 0.54217422 0.42754338 0.38516766 0.4713017 0.44326829] Progress: 11.4% ... Training loss: 0.598 ... Validation loss: 0.980[-0.41447796] [ 0.31993485 0.32225757 0.68814919 0.4397331 0.58197929 0.60778543 0.36319676 0.28692975 0.23016286 0.48253743] [ 0.04509379] [ 0.23500591 0.59989477 0.42696528 0.63073304 0.58932515 0.76075361 0.32987807 0.39070842 0.40946975 0.69610682] [-0.92698479] [ 0.58069941 0.53145794 0.61516226 0.35965701 0.61951791 0.38950925 0.41850932 0.59369045 0.38096264 0.62780156] [-0.38036362] [ 0.33973337 0.60252342 0.42769533 0.69505604 0.37208369 0.55710154 0.56943766 0.56401638 0.5545078 0.39272877] [ 0.53179697] [ 0.24641816 0.58774392 0.41006052 0.73237758 0.54330033 0.67442788 0.42586104 0.3085719 0.45978516 0.55996375] [-0.16346385] [ 0.32478427 0.59363247 0.5199384 0.65486266 0.56103237 0.65554228 0.40538955 0.32697583 0.49615036 0.56263676] [ 0.08013003] [ 0.63230634 0.72733075 0.54471186 0.55195338 0.31771627 0.45488296 0.49932909 0.71403975 0.58427352 0.45700026] [ 0.29169954] [ 0.16850327 0.57599252 0.48524673 0.71130306 0.4643085 0.80132776 0.32269487 0.34709647 0.46440709 0.72608276] [ 0.71437091] [ 0.41709917 0.77012427 0.49301264 0.62686475 0.47606126 0.67591993 0.41274463 0.57385544 0.55994763 0.66797657] [-0.45906942] [ 0.3471361 0.4910441 0.44069565 0.57169292 0.42057432 0.72713892 0.39458519 0.5859436 0.52360781 0.4880346 ] [-0.69319762] [ 0.70609919 0.64130963 0.4191634 0.50909301 0.43960245 0.30102814 0.44696233 0.65600526 0.54118538 0.38987074] [ 0.79088857] [ 0.59547109 0.67146805 0.42820896 0.61476887 0.24409252 0.2837361 0.44202351 0.66268233 0.52513432 0.39241922] [-0.26379726] [ 0.41060745 0.3213305 0.61739638 0.36245585 0.63514437 0.57138118 0.4614382 0.27292493 0.40994689 0.44625834] [ 0.22984559] [ 0.41316802 0.79685057 0.32020653 0.55582081 0.33887753 0.7072928 0.45241558 0.60410447 0.54141745 0.60261052] [-0.41922574] [ 0.68185726 0.49365879 0.61923283 0.32068135 0.40954853 0.47655514 0.50544882 0.77520355 0.49244457 0.37326186] [-0.19255883] [ 0.45710131 0.45533035 0.47764511 0.6052042 0.56476757 0.46256809 0.38424147 0.4492857 0.3976623 0.50325039] [ 0.0761525] [ 0.3174763 0.49967327 0.5897207 0.51447042 0.57399775 0.58096893 0.37400822 0.33212321 0.30850831 0.64713282] [-0.49276117] [ 0.78547897 0.29546936 0.7135335 0.31948861 0.55845225 0.22962717 0.40492896 0.66712002 0.32718259 0.33192512] [-0.82843533] [ 0.75032768 0.58679241 0.57041727 0.43825819 0.46332432 0.29985878 0.52642543 0.69186158 0.52085248 0.31891751] [-0.37097039] [ 0.76501697 0.63475866 0.43131376 0.40215095 0.32645416 0.09715153 0.46509042 0.70955998 0.59254721 0.32217175] [ 0.60967311] [ 0.28639515 0.49732264 0.46499568 0.58752787 0.48416303 0.75311178 0.4257377 0.44117406 0.39461504 0.48968396] [ 0.62963541] [ 0.31836645 0.4504344 0.52802355 0.63710182 0.374854 0.63269743 0.39910258 0.44033165 0.40937517 0.43581083] [-0.52908013] [ 0.53122433 0.42340959 0.50285565 0.45453221 0.32743069 0.39186725 0.44241667 0.54972027 0.46186256 0.34258892] [-1.19333385] [ 0.73335771 0.5932436 0.58039798 0.34562281 0.52018744 0.55179653 0.47219226 0.71278971 0.43314929 0.5337024 ] [-0.52681043] [ 0.37969509 0.56755579 0.37956567 0.62319267 0.42860344 0.55746194 0.3939257 0.6467542 0.58111291 0.5418455 ] [ 0.10369085] [ 0.30040006 0.52075591 0.55910657 0.58175697 0.48197581 0.68048623 0.36933414 0.37820677 0.35005369 0.56729396] [ 0.35537632] [ 0.48110003 0.45212538 0.61178713 0.44901789 0.56060747 0.47952396 0.30529979 0.45434341 0.43633589 0.47548121] [-0.7762602] [ 0.56889321 0.72222824 0.42755561 0.51992465 0.31156905 0.5003878 0.42919169 0.69541432 0.6458293 0.54542804] [-0.42040435] [ 0.48825492 0.67236029 0.37870138 0.54712616 0.29865122 0.44423163 0.327602 0.54986572 0.50548972 0.4694272 ] [-0.37815001] [ 0.3442706 0.64627703 0.39652162 0.58938774 0.50942837 0.59016665 0.3910679 0.34484324 0.47167454 0.56485129] [ 2.04671638] [ 0.44195532 0.52471669 0.53872435 0.50290941 0.44137434 0.62316023 0.42212369 0.51445075 0.49923203 0.4608335 ] [-0.87129583] [ 0.67500214 0.43574671 0.56104389 0.42998954 0.5311045 0.33155652 0.50755394 0.59082457 0.42882443 0.42756924] [-0.80692787] [ 0.48857143 0.25762635 0.62995346 0.39095632 0.61868646 0.37671015 0.35200909 0.52599272 0.24490313 0.50691065] [ 0.05135919] [ 0.2175182 0.4829335 0.57797866 0.55092674 0.53379468 0.75525879 0.3887418 0.26947871 0.41679819 0.63049112] [-0.47012365] [ 0.47417899 0.63902011 0.43055751 0.66159794 0.52145934 0.53639312 0.42823769 0.45933645 0.33211692 0.71348531] [-0.19163372] [ 0.54998053 0.26729971 0.6802659 0.41890697 0.34757547 0.46820414 0.44604773 0.58028083 0.30479869 0.28178557] [-0.31198607] [ 0.34842379 0.41407693 0.60903658 0.50266186 0.64658375 0.58991112 0.39404955 0.24066633 0.27644453 0.5482537 ] [ 0.71565158] [ 0.62637055 0.58872371 0.53061406 0.55787947 0.45132523 0.54812888 0.42570906 0.63489542 0.50770608 0.49600067] [-0.52827771] [ 0.52493924 0.66403477 0.48329578 0.53657381 0.50715835 0.64781999 0.47249666 0.4924399 0.47349799 0.62031313] [ 0.07650005] [ 0.6954972 0.5348578 0.49309917 0.3880665 0.39389668 0.25230042 0.53918015 0.67876684 0.53901658 0.28228098] [-1.19160599] [ 0.61579171 0.72436354 0.42107855 0.40307912 0.41288678 0.3609138 0.38098833 0.66204379 0.52046778 0.54100123] [ 0.31129353] [ 0.35845023 0.75020505 0.35518356 0.54390951 0.39900298 0.69753967 0.43889391 0.53797675 0.50138501 0.59818566] [-0.44458359] [ 0.78859882 0.7318654 0.48581675 0.37335567 0.29983981 0.13549361 0.4838641 0.70417036 0.63029979 0.2728186 ] [ 0.0967584] [ 0.19941261 0.62323083 0.37386688 0.72290818 0.49770807 0.80323129 0.52995756 0.47849139 0.43319029 0.68077007] [-0.08349493] [ 0.56972709 0.57037839 0.44101862 0.58063396 0.42089532 0.31016411 0.56755678 0.62226754 0.48124708 0.4467463 ] [-0.43175838] [ 0.42335789 0.61325074 0.48918861 0.47950894 0.54734941 0.64039291 0.39332335 0.56606205 0.53095712 0.59696863] [ 1.10635372] [ 0.72876892 0.65085949 0.59110661 0.43473681 0.35615131 0.30059211 0.50956903 0.73182128 0.52280419 0.32323872] [-0.34509037] [ 0.48555999 0.57598376 0.54456175 0.49720568 0.47527101 0.59974001 0.48769667 0.56015764 0.38593132 0.5072601 ] [ 1.25854323] [ 0.70195142 0.49376895 0.55763862 0.2310333 0.42881689 0.51709415 0.46510556 0.78723614 0.52636894 0.39316191] [-0.58869387] [ 0.42055837 0.734565 0.48917814 0.62930959 0.40576451 0.58880947 0.38678472 0.60620124 0.66108438 0.5642509 ] [-0.5021703] [ 0.54465789 0.72315845 0.44452572 0.51273167 0.29116603 0.39050932 0.51230274 0.60498693 0.65883056 0.37784041] [ 0.48447864] [ 0.69502094 0.74108923 0.56365344 0.46445827 0.33118833 0.3954367 0.53608838 0.73283688 0.59848095 0.43698714] [ 0.76164123] [ 0.29840707 0.51759682 0.45222442 0.62722009 0.48064916 0.53603901 0.36957909 0.34520884 0.47046902 0.53971066] [-0.78816145] [ 0.46945721 0.42476631 0.61912335 0.51425509 0.4800242 0.4574015 0.39105494 0.3681944 0.30801685 0.43887038] [-0.29122083] [ 0.4753054 0.60700914 0.57076304 0.41833833 0.43611174 0.67141395 0.43949637 0.45630926 0.56372677 0.61351184] [ 1.78962914] [ 0.80012441 0.43048396 0.67609957 0.21869141 0.52976323 0.17638249 0.4647124 0.72605243 0.37426055 0.35889639] [-1.11316543] [ 0.66393927 0.53690053 0.62509518 0.42546484 0.54810254 0.40079994 0.41087266 0.58939561 0.443291 0.40578258] [-0.53949312] [ 0.71194385 0.58173974 0.59808876 0.35145926 0.39182867 0.24059607 0.62919175 0.65492498 0.58012383 0.35381785] [-1.01016842] [ 0.56646524 0.69267963 0.41384868 0.65150455 0.33351727 0.29429663 0.38934204 0.47915389 0.46050474 0.57355521] [-0.0952405] [ 0.36611762 0.74918363 0.40914378 0.55497494 0.43159006 0.59534936 0.51620031 0.56640319 0.58763784 0.52551997] [-0.54003177] [ 0.56775513 0.51339523 0.47248406 0.49307287 0.33406054 0.23751903 0.38549285 0.71104217 0.48319134 0.29470609] [-0.33518861] [ 0.37507889 0.71260114 0.39153508 0.65613272 0.39325472 0.55859618 0.42515964 0.627419 0.49633499 0.63792914] [-0.30301634] [ 0.25479268 0.63287566 0.44975911 0.66255377 0.44828359 0.66833828 0.36684433 0.42774875 0.55416092 0.56366304] [-0.06324074] [ 0.37310525 0.56693628 0.47616238 0.71329536 0.51132353 0.66363791 0.45861151 0.4003339 0.55690058 0.55228274] [-0.21270155] [ 0.58633828 0.33814713 0.63515471 0.38189957 0.47801082 0.34952762 0.45024233 0.548249 0.33820996 0.38190453] [ 0.39831214] [ 0.48889599 0.44285002 0.61500359 0.31229641 0.57632864 0.3809993 0.39274208 0.58300939 0.36884035 0.47663181] [-0.47301459] [ 0.41764374 0.45358252 0.61499275 0.51853283 0.57057439 0.59111072 0.44592944 0.31738463 0.33134569 0.55566814] [ 0.30658121] [ 0.64776262 0.62037124 0.55118431 0.31420662 0.4351733 0.39697974 0.49159525 0.60203898 0.55503078 0.41643356] [-0.19525726] [ 0.48705108 0.53537493 0.47993936 0.37131999 0.41996529 0.59679725 0.51488217 0.62558286 0.37953198 0.43174131] [-0.53454911] [ 0.82956165 0.52605894 0.54702052 0.32026704 0.2621211 0.18996519 0.47373723 0.72459668 0.56350286 0.23127082] [-0.11380394] [ 0.3051805 0.47948368 0.55979718 0.41100288 0.58590667 0.73843801 0.4027243 0.46688581 0.49030029 0.60770643] [-0.83837023] [ 0.51688329 0.74986312 0.46214512 0.50716375 0.40028662 0.4084234 0.44533936 0.4421315 0.54598792 0.58633277] [ 0.67564577] [ 0.56085059 0.66086709 0.56335089 0.56965705 0.4405515 0.45431441 0.38308202 0.66292303 0.51069855 0.50698221] [ 0.48274029] [ 0.34619308 0.4915119 0.44908806 0.32152658 0.41200056 0.60749829 0.45547276 0.40271867 0.41423548 0.46930745] [ 0.33752609] [ 0.67680527 0.41761857 0.52822291 0.32944293 0.30220775 0.25432955 0.57704116 0.7390495 0.42637203 0.15927149] [ 1.17493138] [ 0.30288031 0.60706903 0.48025 0.65388967 0.47058817 0.53068444 0.30378776 0.50050286 0.49179768 0.50213961] [ 0.39149474] [ 0.13827669 0.69847115 0.45888837 0.65042529 0.53737421 0.82772526 0.35000185 0.23334414 0.55595793 0.80177053] [ 0.40115423] [ 0.42620595 0.37623261 0.5998769 0.37718783 0.53044933 0.54280039 0.39563972 0.47993265 0.35891956 0.42752713] [-1.4308042] [ 0.73276384 0.6222699 0.53857414 0.44552026 0.37378697 0.43435222 0.50821913 0.68353921 0.55164958 0.33297361] [-0.68941576] [ 0.8501513 0.44598111 0.63138772 0.24831928 0.31112283 0.15666076 0.55846606 0.77449842 0.58739336 0.1864638 ] [-0.27227646] [ 0.41097652 0.47630633 0.58718757 0.53620182 0.40494863 0.66329451 0.48209429 0.6019891 0.31450477 0.44504022] [-0.27996417] [ 0.41386215 0.38684425 0.62481905 0.33084078 0.52583703 0.62258688 0.42904429 0.37348008 0.26867572 0.5544496 ] [-0.6097051] [ 0.60243962 0.36744076 0.6704911 0.32825584 0.43756898 0.434765 0.42609976 0.66570876 0.35374209 0.36060486] [ 0.31997959] [ 0.2887799 0.53739398 0.46482125 0.6127819 0.53170035 0.6347441 0.38705746 0.42742207 0.48337118 0.475061 ] [-0.13818018] [ 0.79972591 0.69986596 0.55787677 0.45437438 0.36300869 0.38732926 0.51204152 0.80497628 0.6575075 0.38550531] [ 0.30984892] [ 0.36376057 0.42979404 0.62408678 0.5122026 0.43477226 0.61587608 0.41187725 0.47520434 0.35447428 0.47642637] [-0.74676064] [ 0.44079479 0.69863159 0.43286423 0.63132272 0.26601423 0.53762209 0.39499478 0.49576926 0.62523379 0.54900507] [-0.16961063] [ 0.62228472 0.397702 0.60368022 0.33235768 0.52575431 0.53998223 0.3585998 0.58723441 0.43968155 0.45766211] [-0.31732627] [ 0.24542253 0.54666799 0.37804298 0.64987864 0.45783399 0.73187507 0.40979264 0.43184165 0.49653005 0.44463541] [ 0.06704089] [ 0.45733838 0.27085291 0.72010909 0.39653551 0.59129057 0.61622312 0.40286248 0.42692953 0.31577073 0.50652663] [-0.37487395] [ 0.80506389 0.5846444 0.51692843 0.38601902 0.3427084 0.15753203 0.43329183 0.69611692 0.6128792 0.21793067] [ 2.59911] [ 0.82833163 0.64889574 0.48963877 0.32356366 0.25273035 0.10668254 0.47431409 0.7300382 0.57927481 0.30032416] [ 0.18430207] [ 0.40577775 0.62461425 0.50007472 0.64353999 0.51857544 0.54266188 0.33175052 0.38003449 0.55199588 0.50491335] [-0.10919957] [ 0.74677698 0.5265069 0.50797758 0.36402787 0.3938058 0.17485064 0.57324392 0.7249252 0.46681841 0.29584641] [ 2.02927975] [ 0.66792433 0.66805067 0.48266831 0.4466778 0.36197246 0.43186977 0.45601381 0.58899239 0.44894479 0.44002238] [-1.40977796] [ 0.79680536 0.67377895 0.53272188 0.26956216 0.34080686 0.0988186 0.49893988 0.81075524 0.54316037 0.37178515] [ 0.12832803] [ 0.37270669 0.31051884 0.7395966 0.40922521 0.54782579 0.6380742 0.46153129 0.40742219 0.39183354 0.52395951] [-0.24673753] [ 0.40588101 0.36988471 0.60378418 0.37455693 0.53137338 0.59427174 0.51724128 0.6389827 0.41117388 0.46084295] [-0.02547749] [ 0.45857614 0.48503724 0.48924948 0.54333644 0.35466622 0.62556205 0.37445054 0.51208143 0.39489905 0.45319136] [ 0.0834455] [ 0.50570125 0.55297027 0.56601113 0.53059955 0.37292723 0.47553282 0.50245747 0.67996848 0.53716872 0.40204079] [-0.41673092] [ 0.42598802 0.27226104 0.55968177 0.36785547 0.52417608 0.35986726 0.41165564 0.5452889 0.2185069 0.60809869] [-0.24533127] [ 0.65613996 0.69144153 0.56651816 0.58484118 0.55039075 0.47349931 0.40314194 0.5874203 0.62347626 0.48439765] [-0.92996859] [ 0.59337477 0.70835785 0.42420911 0.61271127 0.22934151 0.52020029 0.36557106 0.63459513 0.60334192 0.49853952] [-0.18327445] [ 0.72879558 0.53763249 0.54641335 0.34010933 0.32326132 0.21028409 0.47202084 0.61932568 0.40416719 0.2597229 ] [-0.21198969] [ 0.34053197 0.49974116 0.59079951 0.50400635 0.46093039 0.8062914 0.36958858 0.43314561 0.41529029 0.66565699] [-1.02532969] [ 0.65460433 0.68992858 0.4126164 0.57753195 0.52869882 0.56846261 0.38743373 0.73624256 0.50369016 0.47177636] [ 1.98349575] [ 0.70499847 0.53169817 0.59498667 0.37281113 0.50247799 0.30458636 0.48095272 0.69232234 0.47295022 0.32216287] [-0.27322969] [ 0.58553072 0.69619505 0.37397638 0.43415262 0.31568731 0.402875 0.39503077 0.63670992 0.51965419 0.46640707] [-0.73705382] [ 0.81886323 0.57352057 0.56554396 0.4250168 0.28606794 0.14912461 0.45092478 0.7068482 0.64642947 0.21852847] [-0.17735182] [ 0.87283888 0.65969099 0.54383003 0.19967379 0.31085649 0.10295279 0.58550303 0.76836784 0.66729516 0.2097962 ] [ 0.09324203] [ 0.36489891 0.57051064 0.43298394 0.47396943 0.54550606 0.54687489 0.38622803 0.38873787 0.55767635 0.39837101] [ 0.22958669] [ 0.60584272 0.35343769 0.65830319 0.39319042 0.37812679 0.37029584 0.51323597 0.71637805 0.29075011 0.25782646] [-0.3020649] [ 0.45964404 0.29523323 0.61646841 0.40365836 0.51824501 0.510697 0.38861114 0.49708446 0.42696048 0.36799602] [-1.34048475] [ 0.77379578 0.33384857 0.72547134 0.25694407 0.47425691 0.20487753 0.51512143 0.68984024 0.42000879 0.37213156] [ 0.11153537] [ 0.30796359 0.55305664 0.51304381 0.60417289 0.50629026 0.60486149 0.43321397 0.31665449 0.47814875 0.45672246] [ 0.20232792] [ 0.81479098 0.60021317 0.60896655 0.45736012 0.42240434 0.26556937 0.49503847 0.76391312 0.54186974 0.39630781] [ 0.05020619] [ 0.2542121 0.6149893 0.40884226 0.67497894 0.443724 0.76516712 0.29368748 0.530645 0.53208086 0.63735593] [-0.57971137] [ 0.61720338 0.37625328 0.65097924 0.37233969 0.42784548 0.47536664 0.43247062 0.53565854 0.43158947 0.36847197] [ 0.20895109] [ 0.56919495 0.69774078 0.45907819 0.65723617 0.40425192 0.44033151 0.39794921 0.72045363 0.60503798 0.44636316] [-0.34790221] [ 0.50546222 0.69133151 0.43169777 0.36844268 0.34570166 0.25611934 0.49058267 0.69065411 0.63623556 0.38116167] [ 0.93195472] [ 0.57927002 0.7512303 0.42142514 0.49439528 0.2491425 0.41890427 0.46824255 0.72248036 0.62031023 0.41499666] [ 0.15299956] [ 0.83722567 0.33913827 0.65820341 0.17649196 0.41787287 0.15816759 0.51260401 0.71361549 0.43831338 0.18382809] [-0.50851076] [ 0.81183889 0.54097859 0.52309006 0.20708364 0.37182276 0.28140759 0.49957951 0.7158412 0.47893278 0.30007443] [-0.24585113] [ 0.52006243 0.57372758 0.52148466 0.47713159 0.39722368 0.27364423 0.45183418 0.55752152 0.63354994 0.35925372] [ 0.91954795] [ 0.60458389 0.75051459 0.47892622 0.69545376 0.41639385 0.41320243 0.41704354 0.61947873 0.63878097 0.48397887] [ 0.68737284] [ 0.42420615 0.48928241 0.56693033 0.45103341 0.53769559 0.54261287 0.42343203 0.40680196 0.53369496 0.46556957] [-0.55750647] [ 0.64987864 0.63023404 0.43380356 0.48337697 0.24853928 0.36099409 0.39094091 0.54897692 0.50462866 0.38270419] [-0.30586175] [ 0.48121381 0.43737913 0.618422 0.50874496 0.47423451 0.58915654 0.37743261 0.58753528 0.51635021 0.45011131] Progress: 11.7% ... Training loss: 0.592 ... Validation loss: 1.040[ 0.33622513] [ 0.42963202 0.5515265 0.44848352 0.34377829 0.47082883 0.49846413 0.3928119 0.48721706 0.44947404 0.42827071] [-0.71283178] [ 0.80117982 0.67758181 0.49483677 0.35945621 0.25281713 0.14302235 0.50474558 0.68266343 0.66620049 0.2603341 ] [ 1.16434248] [ 0.33778747 0.43253319 0.50362146 0.54893942 0.49667101 0.5485814 0.37611764 0.33879347 0.49349728 0.43125727] [-0.60648623] [ 0.59561136 0.1708403 0.73860905 0.32882237 0.53465804 0.50358488 0.39357384 0.51348876 0.20961322 0.38093963] [-0.87856216] [ 0.49902564 0.77598398 0.29782986 0.76134027 0.28748054 0.22937855 0.40220852 0.59479655 0.51246416 0.66129484] [ 0.12848967] [ 0.193705 0.51858122 0.45971255 0.55847046 0.61864124 0.71944121 0.39688367 0.28500518 0.4024127 0.69352321] [ 0.25210453] [ 0.66920087 0.56938246 0.49340377 0.55051612 0.34850852 0.45384377 0.35599882 0.73113895 0.53311477 0.48030357] [ 1.42822097] [ 0.80426151 0.61879693 0.52650606 0.31954966 0.40100272 0.34091231 0.55885132 0.75547305 0.52438866 0.35051252] [-0.89169744] [ 0.7891152 0.67935835 0.58562128 0.25869406 0.33260308 0.2516653 0.55393706 0.760977 0.70044236 0.41043907] [ 0.12901525] [ 0.27352468 0.47888834 0.56470195 0.57256431 0.43641646 0.70072983 0.42649935 0.36780352 0.42785409 0.48884883] [-0.8681755] [ 0.68736752 0.74862005 0.50784824 0.57259897 0.37403541 0.50423847 0.44832037 0.72339015 0.61578374 0.52120947] [-0.7792165] [ 0.43916963 0.77065796 0.40673701 0.70567214 0.27033774 0.44213208 0.37977538 0.54767238 0.61414899 0.47883976] [-0.62907684] [ 0.50862068 0.38682768 0.63965315 0.44649545 0.49756999 0.43988792 0.38876562 0.4325284 0.30459063 0.40789696] [ 1.01000355] [ 0.64347303 0.60610631 0.52085376 0.45502118 0.25762361 0.20570232 0.4238106 0.7006608 0.45290771 0.28665402] [-0.0978523] [ 0.66708453 0.57087339 0.55136955 0.3434148 0.34940099 0.25964139 0.55489812 0.81719828 0.46263934 0.25056176] [-0.8690513] [ 0.42397755 0.59616498 0.39007968 0.62227684 0.38749995 0.27588397 0.34511474 0.41458133 0.45551068 0.35515933] [-0.31487714] [ 0.38357065 0.627077 0.40364726 0.55132661 0.54459405 0.63165228 0.44146063 0.54156924 0.46459561 0.72851457] [-0.5405821] [ 0.45535877 0.67968163 0.38031065 0.65102519 0.22594396 0.35625718 0.37482354 0.55212451 0.584965 0.35696635] [-0.74107464] [ 0.67233961 0.58715325 0.53220941 0.31280286 0.36803923 0.27561155 0.4159652 0.76246083 0.47726968 0.38826596] [-1.02679212] [ 0.49417835 0.45127065 0.51685968 0.44835426 0.4973408 0.34575463 0.49724287 0.45589351 0.31643707 0.28743158] [ 0.04409312] [ 0.24261026 0.5820775 0.48165228 0.56427985 0.51646797 0.79281041 0.3634906 0.47144614 0.56674404 0.65781501] [-0.3516981] [ 0.33211184 0.53521885 0.489797 0.54227772 0.50717663 0.56767052 0.43540343 0.31637287 0.40953168 0.51957363] [ 0.65259363] [ 0.38211056 0.44397895 0.48722233 0.62901279 0.44762045 0.61823286 0.51911799 0.57309586 0.41098846 0.63500782] [ 0.32722224] [ 0.53097476 0.54304492 0.54100732 0.49481241 0.4528923 0.50113265 0.43320167 0.51819881 0.45839325 0.49606547] [-0.93962123] [ 0.7548911 0.64491537 0.49989314 0.46171642 0.24204813 0.26902361 0.47452838 0.61385011 0.55724732 0.30919918] [ 1.82577168] [ 0.70784986 0.79124763 0.53989365 0.45407247 0.36723892 0.37050404 0.46860085 0.69421249 0.72845189 0.46314641] [ 0.45526529] [ 0.53914188 0.78290626 0.36062799 0.63914145 0.24628331 0.31770907 0.44173728 0.55666223 0.64668899 0.52336087] [-0.00322353] [ 0.20629868 0.59831658 0.37544605 0.66974667 0.51132531 0.70189691 0.32815918 0.35951187 0.4849527 0.61445912] [ 1.01842328] [ 0.40118601 0.50880607 0.46808662 0.43147155 0.42561813 0.47997926 0.34382581 0.44891209 0.44187646 0.37909876] [ 0.73987841] [ 0.35063649 0.60454197 0.42163791 0.46743003 0.36184055 0.58575526 0.33463706 0.50279708 0.47936611 0.47658016] [-0.14782957] [ 0.66619962 0.72757898 0.40237137 0.35704995 0.43444826 0.5688079 0.52352664 0.61916949 0.47636405 0.58983228] [ 1.45609064] [ 0.55501375 0.48628801 0.49177213 0.47651971 0.42735958 0.62660637 0.43562647 0.73829615 0.5399608 0.38982918] [ 0.88730011] [ 0.45207186 0.58405179 0.42239662 0.62623437 0.26356089 0.36443458 0.4126168 0.53009141 0.53157878 0.32028571] [-0.37588041] [ 0.44221123 0.68631886 0.43959287 0.62641402 0.31368034 0.40750458 0.47508106 0.63870777 0.52762972 0.39916923] [ 0.01204595] [ 0.33282464 0.7469964 0.31981443 0.67130911 0.27878255 0.44011152 0.41030507 0.55899241 0.63988538 0.51610293] [ 0.09986797] [ 0.20230687 0.56101141 0.43680025 0.64454549 0.44457785 0.80093494 0.36837402 0.38077611 0.45215814 0.64709169] [-0.414865] [ 0.50959683 0.49846354 0.50308834 0.48203256 0.52068347 0.67218434 0.42574524 0.59651722 0.35225052 0.60364337] [ 0.39178502] [ 0.41678142 0.6756987 0.46299132 0.63539738 0.37359097 0.55877709 0.50517761 0.59708936 0.51947977 0.52152337] [-0.66374282] [ 0.53121002 0.67121672 0.50277546 0.68451261 0.5083092 0.49747532 0.39880705 0.53868435 0.45791194 0.56371252] [ 2.30039203] [ 0.7333565 0.51019523 0.53235025 0.31712576 0.24201458 0.16991445 0.49484182 0.77746947 0.48257493 0.22259769] [ 0.08324863] [ 0.79024653 0.54088119 0.55111456 0.25961869 0.296286 0.11925834 0.43500584 0.73454749 0.51291269 0.20634463] [-0.67191539] [ 0.54444411 0.65328952 0.29989183 0.57955451 0.27704031 0.44598817 0.40748883 0.57177167 0.48735824 0.35062642] [-0.45950649] [ 0.86796082 0.43600694 0.58900696 0.32772861 0.40851833 0.2729459 0.5189722 0.78970676 0.37235462 0.31552705] [ 0.6546255] [ 0.41432855 0.77304325 0.40981591 0.56658877 0.31619554 0.46942121 0.3955665 0.61343039 0.58747296 0.56041891] [-0.05453302] [ 0.74752436 0.61655236 0.4911037 0.53687971 0.41154391 0.35696482 0.43741235 0.72900224 0.59664725 0.36397147] [-1.15625162] [ 0.55388293 0.52355274 0.43790334 0.47845679 0.44495926 0.29944472 0.40329857 0.52437948 0.4228201 0.33684392] [-0.21867723] [ 0.46018597 0.46834458 0.53626304 0.51801779 0.45532155 0.41200345 0.42790214 0.43841626 0.45511843 0.53581274] [-0.60239756] [ 0.44729794 0.68406183 0.42365027 0.73326304 0.27745138 0.41867023 0.41543108 0.54208449 0.52997909 0.68878406] [-1.09000341] [ 0.67075423 0.38862284 0.66245021 0.23292898 0.4943106 0.30450904 0.56291234 0.64441406 0.3999086 0.356642 ] [-0.39749486] [ 0.59230268 0.43995696 0.48483233 0.53761084 0.28265699 0.28293434 0.47652411 0.61317631 0.4974244 0.24754907] [-0.61296598] [ 0.6593282 0.51894029 0.56936021 0.43658308 0.45957636 0.26363176 0.38840013 0.58563372 0.51415399 0.32634332] [ 0.50109133] [ 0.73965495 0.52463842 0.55538718 0.46935821 0.25122726 0.27630059 0.40468226 0.59109132 0.55761653 0.30137748] [ 1.43291666] [ 0.69514516 0.602643 0.48594408 0.44757787 0.2298312 0.2150286 0.38624553 0.61873578 0.55240286 0.2782494 ] [-0.14878886] [ 0.26871458 0.6658773 0.47279061 0.68049247 0.46487674 0.74784919 0.4609199 0.4960119 0.49907889 0.6021173 ] [ 0.21716342] [ 0.75279332 0.5249764 0.61655882 0.36820669 0.46937278 0.35111246 0.41376422 0.68752957 0.49898401 0.3639356 ] [-0.36370259] [ 0.54581318 0.64857329 0.40128901 0.65466962 0.42995253 0.7277687 0.35970286 0.66960463 0.42673256 0.65364851] [-0.82653999] [ 0.8206312 0.61149696 0.55059364 0.35050761 0.26166728 0.15929729 0.45871496 0.74692991 0.63551765 0.26103447] [-0.27304375] [ 0.75500923 0.65784618 0.54832429 0.55843585 0.44257862 0.30967365 0.44128452 0.71663686 0.52664403 0.57235408] [ 0.02139253] [ 0.48760035 0.68431953 0.44726692 0.63435171 0.30183534 0.36103055 0.38223068 0.55286336 0.57045071 0.48774853] [ 1.33037123] [ 0.59873341 0.31435502 0.63821357 0.19941616 0.50999198 0.48447363 0.49599204 0.7126047 0.40089961 0.3498681 ] [ 0.18344495] [ 0.31117183 0.55248604 0.5146703 0.60238897 0.5039079 0.59942796 0.43490251 0.32091316 0.48000629 0.45203305] [-0.33725277] [ 0.33979027 0.58384873 0.4671307 0.44112843 0.40883819 0.60753475 0.37551566 0.38150464 0.45868523 0.55575729] [-0.65373434] [ 0.41311174 0.68896447 0.4762971 0.65011962 0.3122714 0.51902163 0.40926904 0.51249003 0.53951344 0.53205567] [-0.48681708] [ 0.67448363 0.56670587 0.54197814 0.57019296 0.45824572 0.27513713 0.41678128 0.69721442 0.62210264 0.39311709] [ 2.38294435] [ 0.76209052 0.50462709 0.51225313 0.31691688 0.29513236 0.11320402 0.51707487 0.78707071 0.51365224 0.15758072] [-1.2831089] [ 0.65881864 0.67911285 0.46871021 0.46009506 0.44206305 0.23591822 0.45459865 0.54230268 0.4896106 0.41323783] [ 0.06398868] [ 0.2902303 0.69989883 0.47557175 0.61772251 0.5178401 0.78518522 0.39631669 0.44832056 0.57190134 0.75081647] [-0.17130277] [ 0.38198155 0.83265602 0.27112227 0.78597831 0.36355068 0.71734171 0.44915768 0.5981434 0.59852771 0.74387961] [ 1.25687545] [ 0.65569173 0.63180391 0.48318684 0.58565543 0.21180448 0.22458855 0.38137003 0.66382077 0.53589403 0.27362302] [-0.89769016] [ 0.60113345 0.58157153 0.5414189 0.54444482 0.53997021 0.53795546 0.46732059 0.61225669 0.5729585 0.39678136] [ 0.01251768] [ 0.61149373 0.49402811 0.57702227 0.3998998 0.51617867 0.46656076 0.56828271 0.55084093 0.49506508 0.45154527] [-1.02441864] [ 0.59120692 0.6447874 0.41787009 0.55998928 0.23243991 0.37370706 0.45606847 0.58691384 0.61596263 0.37006201] [ 0.61118681] [ 0.35466826 0.58074158 0.49496052 0.43823399 0.47813691 0.6494235 0.40629256 0.68319838 0.51754706 0.5585826 ] [-0.47036642] [ 0.49075832 0.59304792 0.48495164 0.5717954 0.27925994 0.48364313 0.401111 0.55027543 0.5211633 0.46858114] [-0.68979567] [ 0.59588873 0.58846225 0.49220284 0.47343023 0.3408503 0.46958518 0.43227701 0.6918837 0.54889971 0.47983763] [ 0.29951728] [ 0.27641815 0.73698935 0.43876967 0.70073315 0.36662392 0.7570396 0.35759494 0.44076002 0.46687123 0.6424633 ] [ 2.10762861] [ 0.64494341 0.54159034 0.51123666 0.53804111 0.40496668 0.47244018 0.4018819 0.56511205 0.4686735 0.41611963] [-0.21722] [ 0.56533042 0.58840156 0.53429672 0.37932179 0.36344821 0.26251959 0.54170511 0.68367159 0.5308483 0.39212512] [-0.79440137] [ 0.77394894 0.30466334 0.69548519 0.36747589 0.48889824 0.3679967 0.47640627 0.76389334 0.48870039 0.26332475] [ 0.68002642] [ 0.22593678 0.38214636 0.53834436 0.50856404 0.45867617 0.80706873 0.37083543 0.368121 0.42117623 0.58974165] [ 0.28291627] [ 0.19104006 0.54034101 0.57439276 0.64767669 0.48441911 0.75819397 0.37740157 0.24554741 0.57280718 0.64450564] [-0.18023408] [ 0.29709045 0.74822119 0.37550784 0.70250955 0.38910396 0.62388141 0.48882159 0.5626561 0.60480363 0.77907781] [ 0.35934975] [ 0.17615392 0.61872806 0.50461798 0.66540931 0.47097637 0.79307508 0.33260358 0.25382637 0.51195935 0.72893981] [-0.24281644] [ 0.30461881 0.48641774 0.54320039 0.57754925 0.52406351 0.56640844 0.36024445 0.34293787 0.41008451 0.63759095] [-0.69234676] [ 0.46224466 0.65639804 0.45496869 0.63738022 0.30255364 0.43178574 0.3838168 0.47783799 0.57689446 0.59737332] [-0.04651638] [ 0.5201546 0.27246472 0.59379212 0.33642328 0.4486926 0.46952835 0.41769245 0.53131028 0.26529604 0.42352611] [-0.59816777] [ 0.48507737 0.30759776 0.62833764 0.37418083 0.49770204 0.39869053 0.43342834 0.38797753 0.34238804 0.31170274] [-1.05624313] [ 0.58578249 0.5812199 0.53092302 0.58876248 0.49607889 0.41840339 0.47343629 0.54131333 0.63475641 0.33388039] [-0.44565642] [ 0.35336446 0.75878507 0.35506843 0.66765548 0.3410234 0.62591047 0.49241198 0.5676406 0.57544984 0.5629985 ] [-0.05275719] [ 0.47279461 0.58369555 0.53966859 0.58076436 0.53701368 0.54813882 0.42151694 0.55106679 0.60686536 0.46032425] [-0.20366354] [ 0.37237141 0.65970992 0.54968934 0.56089003 0.394985 0.73735541 0.39757429 0.42244967 0.48464165 0.67342033] [-0.01898827] [ 0.35400863 0.46233408 0.45459142 0.68708852 0.51370068 0.58667309 0.3918737 0.39660382 0.38573682 0.47464183] [ 1.1554515] [ 0.58908663 0.75268799 0.39075411 0.69278173 0.23581761 0.28082415 0.35416308 0.6050501 0.55301246 0.48735958] [-0.49140902] [ 0.52406109 0.68531318 0.38024708 0.67705731 0.44442969 0.5625922 0.35815803 0.61935184 0.45251107 0.57506045] [-0.91248259] [ 0.60531241 0.73209397 0.55036579 0.55561427 0.43636025 0.50214179 0.50065764 0.57727424 0.60972837 0.47349506] [-0.76955241] [ 0.45114677 0.65590864 0.37209494 0.63132745 0.32276344 0.55014009 0.52313673 0.72281512 0.52682406 0.44562126] [ 0.06233585] [ 0.32356258 0.38999989 0.61606739 0.38743619 0.57773721 0.61617909 0.46002914 0.30737861 0.39593133 0.59777911] [ 0.00548845] [ 0.23513825 0.48790051 0.5616759 0.68038276 0.48312375 0.75180727 0.35331129 0.29396452 0.48668888 0.57848178] [-0.45606378] [ 0.35245584 0.55643159 0.50829478 0.62496182 0.41059123 0.66222764 0.4937576 0.60700145 0.47017227 0.48087115] [-0.10629003] [ 0.79313238 0.53063736 0.60320575 0.39222387 0.42343653 0.31185297 0.66524061 0.79404693 0.48311007 0.23212407] [-0.64558055] [ 0.49244882 0.68920113 0.43072944 0.61025964 0.36159511 0.46739259 0.42349978 0.64586305 0.47963107 0.51636852] [-0.90388565] [ 0.54147157 0.68008158 0.45484408 0.56585833 0.41697965 0.2880029 0.395623 0.58560104 0.54649536 0.49791215] [ 0.63265763] [ 0.4171724 0.52115567 0.49793076 0.37416875 0.36637854 0.37422656 0.5353676 0.52309609 0.51415737 0.38291566] [-1.48820871] [ 0.81305408 0.61547404 0.48526209 0.44873708 0.41438344 0.31642437 0.51219736 0.72476788 0.40463157 0.36961023] [-0.46245245] [ 0.59788419 0.6479235 0.42476569 0.52570688 0.26664573 0.34898522 0.47091461 0.48412997 0.60215619 0.33395043] [ 0.37269942] [ 0.25600827 0.62347091 0.38568889 0.39275804 0.46961475 0.62760025 0.39744057 0.41264906 0.45919703 0.60767033] [ 0.02968703] [ 0.3725442 0.55452747 0.4283639 0.64566455 0.43068529 0.69614529 0.51258781 0.55369225 0.47358395 0.5705424 ] [ 1.70543217] [ 0.66722624 0.73371453 0.44717308 0.5359834 0.30999289 0.32393808 0.5532582 0.72695744 0.64746092 0.27553507] [ 0.23809489] [ 0.46930339 0.28851585 0.66802617 0.49593463 0.46493562 0.51400849 0.44332854 0.45717081 0.30020352 0.41343184] [-0.0663537] [ 0.80579697 0.61756889 0.54543435 0.53068537 0.39807635 0.34845023 0.40586076 0.78175938 0.53747405 0.3935127 ] [ 2.58281946] [ 0.50133047 0.37876527 0.47713231 0.4857022 0.2795841 0.29791769 0.41637185 0.55089584 0.47573989 0.23359295] [-0.316712] [ 0.36899519 0.52242501 0.41795357 0.6430833 0.463091 0.60129173 0.45256606 0.518146 0.45209778 0.52623988] [ 0.22060302] [ 0.15481769 0.6535719 0.40555616 0.64944129 0.51118598 0.84988915 0.41200098 0.40834188 0.5907742 0.73592108] [-0.29849645] [ 0.75762837 0.74215915 0.39334317 0.37176984 0.26522666 0.28689127 0.49163511 0.71961257 0.62703737 0.35817212] [ 1.16179572] [ 0.58268456 0.52055739 0.56598054 0.45642786 0.39289538 0.44346705 0.4735579 0.62035842 0.39169965 0.43361997] [-0.5550761] [ 0.47233367 0.31454053 0.52547624 0.61766369 0.46749957 0.53609663 0.45017658 0.51316383 0.31646951 0.45406538] [ 0.07748761] [ 0.74588787 0.61007439 0.52368699 0.34277465 0.4301983 0.36174715 0.51526562 0.66882309 0.47131918 0.35235003] [-0.80172232] [ 0.54317738 0.7650386 0.43405699 0.47974216 0.40664558 0.43054469 0.48208173 0.5049321 0.55037452 0.6103691 ] [ 0.18806262] [ 0.17688584 0.56725953 0.44292237 0.60384149 0.51976825 0.80097842 0.37127674 0.38325733 0.44676961 0.61369897] [-0.77078038] [ 0.89130873 0.56964191 0.53929814 0.32585152 0.23323942 0.16756862 0.45939084 0.7766739 0.62042215 0.19729459] [ 0.78077471] [ 0.45892258 0.7567981 0.35121104 0.57718375 0.37417562 0.41644948 0.48344192 0.5774353 0.66431867 0.42413424] [-0.72911124] [ 0.65724266 0.6087853 0.56000987 0.26963966 0.59727995 0.42615708 0.44156324 0.56820103 0.38930817 0.63007831] [-0.47078446] [ 0.48433009 0.72847177 0.35570617 0.65911229 0.41120069 0.65671565 0.45487018 0.57411892 0.45844038 0.54598185] [-0.02128796] [ 0.47588915 0.37637578 0.56243653 0.23301683 0.50623773 0.44227606 0.42236252 0.53442922 0.33132373 0.36782389] [ 1.07143284] [ 0.60439086 0.50767938 0.53883906 0.42881262 0.34240568 0.18460932 0.34751224 0.67872248 0.4160911 0.27840211] [ 1.01542121] [ 0.43353943 0.69827373 0.47406461 0.60745963 0.40657387 0.61708369 0.47832536 0.57603915 0.47074393 0.50443129] [ 2.09969495] [ 0.22837244 0.62596454 0.3381329 0.67352322 0.4993964 0.70126099 0.39513822 0.48268893 0.61567987 0.62387084] [-0.56420093] [ 0.37460785 0.32626782 0.59321025 0.53943626 0.38393903 0.57056484 0.44243806 0.48603061 0.42808561 0.33923392] Progress: 12.0% ... Training loss: 0.590 ... Validation loss: 1.033[-0.02042478] [ 0.79262033 0.43951609 0.65423133 0.34894037 0.48125281 0.25811689 0.43803108 0.72529414 0.37678097 0.35723314] [ 0.95642845] [ 0.73262689 0.75391542 0.38920329 0.47650863 0.27726996 0.14491094 0.5060503 0.65010456 0.6936201 0.54590206] [-0.50775524] [ 0.48782195 0.72505729 0.43928406 0.58487568 0.48705366 0.59621071 0.46655384 0.46967831 0.58984151 0.57705754] [ 0.73568868] [ 0.6182972 0.41312222 0.60465648 0.2741929 0.4694182 0.49789767 0.46400377 0.6648412 0.39912421 0.37858844] [ 0.32918662] [ 0.67957814 0.57408388 0.49520468 0.40646856 0.38733998 0.17943274 0.47912264 0.67938887 0.51264738 0.3736621 ] [-0.18553496] [ 0.27959648 0.25091547 0.71870971 0.50218554 0.56684521 0.7589253 0.46026346 0.37182708 0.2998165 0.53281786] [-0.36569917] [ 0.79277745 0.54576089 0.47170408 0.33834766 0.31863228 0.15717034 0.4571484 0.75089026 0.56387029 0.24092856] [ 0.00245531] [ 0.24230942 0.58370173 0.41414702 0.66094469 0.42983206 0.68430629 0.35797726 0.35015617 0.4964873 0.56178988] [ 2.70688842] [ 0.71043438 0.66200826 0.44348701 0.40350703 0.21755428 0.21475235 0.45041927 0.75765079 0.54562053 0.30450529] [-0.19512859] [ 0.68890629 0.67492319 0.56754839 0.57768603 0.44381553 0.38050294 0.40800603 0.73073225 0.63096117 0.57438596] [-0.06225852] [ 0.71584479 0.48684572 0.61608242 0.35575552 0.43229481 0.41430873 0.54562232 0.74273069 0.50717201 0.42317007] [ 0.01026742] [ 0.71904731 0.60838678 0.4922823 0.47140445 0.42718704 0.48928023 0.46380559 0.73803928 0.47135369 0.33303123] [-0.03105843] [ 0.55640532 0.25105644 0.69555782 0.39439709 0.50438962 0.34341804 0.45553005 0.57405277 0.22891166 0.42214724] [ 0.28872637] [ 0.31357451 0.54250584 0.4566328 0.55324468 0.5337519 0.58184545 0.28845245 0.42546463 0.41192764 0.59710768] [-0.53458509] [ 0.86265207 0.65227973 0.5710683 0.47073659 0.36327701 0.14255033 0.5948515 0.87536502 0.58278239 0.45212825] [-0.49228082] [ 0.66834591 0.58485332 0.53420448 0.56330739 0.29402008 0.31988493 0.40644817 0.61569366 0.63266701 0.36573808] [ 0.05012258] [ 0.74966175 0.55650019 0.58203146 0.29517037 0.36668795 0.24393279 0.57330604 0.73107597 0.53908049 0.32588899] [ 0.95492092] [ 0.57397169 0.45446176 0.63840548 0.32171999 0.54827655 0.39135858 0.39315341 0.60173248 0.50829336 0.46759599] [-1.24311224] [ 0.70920345 0.47714065 0.59385159 0.45840516 0.48931737 0.43178002 0.42201628 0.6393992 0.43932877 0.31988388] [-0.21874661] [ 0.68353936 0.60281209 0.48736581 0.58578206 0.45168162 0.31899731 0.41602119 0.62940042 0.61734302 0.40024934] [-0.65980197] [ 0.41351464 0.40962983 0.59971529 0.41875119 0.58882585 0.51711768 0.44217182 0.39584092 0.45592303 0.43210796] [ 0.89120738] [ 0.74152181 0.59672156 0.53194311 0.31702044 0.27690025 0.21440836 0.48696872 0.66501955 0.56196808 0.32497081] [-0.81035109] [ 0.56869243 0.11965133 0.76227698 0.31199899 0.54224459 0.46843959 0.45219661 0.49182603 0.22181751 0.29450804] [-0.94660897] [ 0.64084254 0.74059724 0.4965544 0.46292385 0.44591362 0.54465706 0.50072614 0.70498202 0.57369754 0.57822688] [ 1.13058291] [ 0.42396328 0.73463222 0.40916932 0.65406374 0.33949235 0.70304634 0.39248273 0.48882174 0.48368553 0.64943955] [ 0.25027933] [ 0.57644518 0.41414978 0.64486667 0.31188266 0.45648942 0.4927717 0.41408111 0.52072783 0.35241127 0.47194379] [-0.10301517] [ 0.33269621 0.54502814 0.55738989 0.50162843 0.50773489 0.65524763 0.39575759 0.38021462 0.42106388 0.6325137 ] [-0.32088939] [ 0.41490191 0.56274856 0.49731183 0.48075205 0.42190432 0.56126028 0.50101431 0.66134984 0.44236266 0.46457575] [-0.44448623] [ 0.32846345 0.6918162 0.37478451 0.70949517 0.27642648 0.63536756 0.45171872 0.60135349 0.57950954 0.45794287] [ 0.25129702] [ 0.56148328 0.70350222 0.52420913 0.21309665 0.51197711 0.51382696 0.48200048 0.57981865 0.57711385 0.65145224] [-1.35137765] [ 0.71264775 0.55298027 0.60952682 0.48002527 0.49901158 0.3008722 0.45053025 0.65755266 0.50815685 0.44096972] [ 1.15243073] [ 0.36446355 0.64037636 0.50244309 0.52494713 0.39950032 0.56197325 0.4240681 0.60409206 0.42970046 0.51250802] [ 0.65861157] [ 0.8020788 0.6137501 0.50689909 0.33191529 0.24232757 0.13780985 0.47328947 0.71938341 0.58945987 0.22946363] [ 1.33676632] [ 0.56424749 0.46317569 0.62003464 0.40878043 0.36539705 0.44836187 0.4421112 0.53598148 0.4096199 0.3708646 ] [-0.77422377] [ 0.43637315 0.57331204 0.54343422 0.57810571 0.33262617 0.46014204 0.35292561 0.53084641 0.43342897 0.44461393] [ 1.16965726] [ 0.67636395 0.70409874 0.37573282 0.51666144 0.2312045 0.15103441 0.46844224 0.7603123 0.58646449 0.50961719] [ 0.78862174] [ 0.38839571 0.61309073 0.49818409 0.64184398 0.53226496 0.63925485 0.43279626 0.59134228 0.46026914 0.5124637 ] [-1.09991098] [ 0.67668265 0.41052407 0.57876605 0.42945303 0.57610351 0.38356456 0.59956817 0.53137496 0.43125506 0.2843242 ] [ 0.37381603] [ 0.177925 0.34138469 0.53148289 0.63979345 0.50625745 0.68833042 0.39442319 0.28374022 0.39108827 0.51348275] [ 0.0388484] [ 0.20502838 0.38066215 0.58508741 0.6320494 0.57506391 0.78098384 0.40648857 0.28538875 0.34143376 0.51863266] [-0.37157845] [ 0.61374687 0.42078411 0.55968407 0.44417208 0.28833837 0.28590018 0.47612881 0.63817988 0.60044648 0.27229035] [-0.28710294] [ 0.69258654 0.61201887 0.54054372 0.43226799 0.25705151 0.21682848 0.42712022 0.6704938 0.51930162 0.33395545] [ 0.42525062] [ 0.71841886 0.6905284 0.56975075 0.2803451 0.44798477 0.46825517 0.45294148 0.74137348 0.57886707 0.52589 ] [-0.13334987] [ 0.75425877 0.64749074 0.52312271 0.45524226 0.39372259 0.29142404 0.5422499 0.64448745 0.50432682 0.39597408] [ 0.82297922] [ 0.36710277 0.56652259 0.55363066 0.56344635 0.44960141 0.54693602 0.31948916 0.42373745 0.53360808 0.54352889] [ 1.05632592] [ 0.89486945 0.44496786 0.71421218 0.12963296 0.42814115 0.20697385 0.66481876 0.80557402 0.43816228 0.25554561] [ 1.35582164] [ 0.48825282 0.57470897 0.50016641 0.54186603 0.43568635 0.58825389 0.4244628 0.69343527 0.54063109 0.43870231] [ 2.15201111] [ 0.4312867 0.76547167 0.38674979 0.61754709 0.27857538 0.4523273 0.36632429 0.58034044 0.49226627 0.53315843] [-0.17363508] [ 0.36916982 0.38094201 0.60195989 0.53780279 0.46071275 0.74391141 0.43653417 0.51000761 0.32519163 0.41984624] [ 0.3211099] [ 0.29013904 0.60233355 0.39487451 0.5699983 0.36959685 0.76063342 0.33000105 0.46173405 0.48164522 0.61837244] [-0.56882524] [ 0.46534732 0.67058981 0.46501275 0.62180214 0.4012714 0.43730384 0.42697476 0.48992925 0.53205135 0.44881553] [-0.25384786] [ 0.3234772 0.50586352 0.56776831 0.45387996 0.59124644 0.54436746 0.39024661 0.31220999 0.40517696 0.66315599] [-0.22452875] [ 0.3847321 0.48101148 0.45068885 0.42897861 0.51091969 0.62577049 0.43762973 0.6007951 0.5125982 0.47587074] [ 0.36335955] [ 0.43248211 0.6405817 0.40672355 0.50120238 0.38989606 0.30523086 0.37182583 0.6161714 0.47325471 0.35961401] [-0.34156533] [ 0.46540221 0.3836591 0.50152158 0.40245995 0.54666444 0.5811102 0.43883454 0.43185011 0.40726885 0.44093787] [-0.15279584] [ 0.34822612 0.67489913 0.37958206 0.67136484 0.52637507 0.74411436 0.381063 0.56809508 0.65001249 0.51622616] [ 1.93819981] [ 0.63908827 0.71012521 0.4332058 0.49313797 0.35667926 0.23332611 0.49349764 0.63996423 0.64099733 0.434545 ] [-0.41407622] [ 0.3313765 0.72900934 0.33643215 0.69497552 0.37676071 0.61165957 0.48579649 0.50740315 0.50709234 0.52605957] [-0.25718593] [ 0.67693244 0.54653117 0.52609306 0.37054434 0.42351183 0.47527012 0.46001732 0.74164589 0.51973595 0.47310402] [ 0.46732517] [ 0.60124596 0.60263321 0.48909017 0.51565271 0.40581441 0.21050653 0.44026244 0.54776963 0.66468628 0.26854056] [-0.5950631] [ 0.65835422 0.51919905 0.56876726 0.4375334 0.46123879 0.26705258 0.38763607 0.58273298 0.51348384 0.32982104] [ 1.72410462] [ 0.33762689 0.39786557 0.58914123 0.50889506 0.47429749 0.58881695 0.44916476 0.44942065 0.42795924 0.4153379 ] [-0.28026139] [ 0.73181553 0.5458311 0.69161794 0.36962329 0.56736531 0.3931096 0.50000543 0.64238485 0.5162751 0.45923225] [ 0.46627114] [ 0.33365289 0.71871527 0.4296889 0.63271252 0.52591779 0.74999411 0.40146164 0.4489649 0.49920436 0.63189837] [ 0.17254627] [ 0.20908444 0.57633367 0.38044965 0.67923958 0.48174714 0.7386513 0.44485133 0.53377862 0.39833241 0.54065806] [ 0.41211347] [ 0.34311004 0.43369573 0.5217626 0.46459936 0.50281199 0.68988102 0.4136936 0.48197042 0.49393064 0.54388839] [-0.74112137] [ 0.73357236 0.72995409 0.53535197 0.40907202 0.40437777 0.34568124 0.6179443 0.71789551 0.66010876 0.38935535] [ 0.16152524] [ 0.18799511 0.64626907 0.39858266 0.70731209 0.49901407 0.7278523 0.36687709 0.35369525 0.41554064 0.60938177] [-0.38343431] [ 0.52178693 0.37583752 0.67311713 0.30507132 0.62408748 0.58118748 0.39302116 0.44090526 0.35681126 0.51821861] [-0.32850617] [ 0.62749549 0.66789944 0.43502668 0.57081219 0.40115603 0.62961834 0.46725454 0.68759307 0.60622957 0.41854771] [-1.31275326] [ 0.77331372 0.57846092 0.55602925 0.45687364 0.44783722 0.35539896 0.50104301 0.62167753 0.41704463 0.35695637] [ 2.36626809] [ 0.83645491 0.64682919 0.55413363 0.24794877 0.38448258 0.19268894 0.53175305 0.76615446 0.6489433 0.29068095] [ 0.01209934] [ 0.32265867 0.46491673 0.5672475 0.50649865 0.37305432 0.66767937 0.42124272 0.34403048 0.44143195 0.48921634] [ 0.34200489] [ 0.55866826 0.65097615 0.4633541 0.45054857 0.33923664 0.27206497 0.36738925 0.5505834 0.58037795 0.38515733] [-0.78570455] [ 0.66456008 0.73954612 0.50612327 0.6694193 0.35627969 0.6194569 0.37083697 0.71218228 0.58133494 0.54806245] [ 0.04581163] [ 0.18330015 0.49742474 0.49673764 0.66740068 0.47943569 0.69711669 0.3689505 0.27585389 0.50791284 0.64870185] [-0.45879047] [ 0.35406793 0.55597862 0.50914594 0.62378162 0.40940927 0.66024602 0.49466751 0.60917478 0.47106174 0.47893305] [-0.19640214] [ 0.63234286 0.59937379 0.53011478 0.48562453 0.29054479 0.25022939 0.52863372 0.62212937 0.54488126 0.37287046] [ 0.16152524] [ 0.18799511 0.64626907 0.39858266 0.70731209 0.49901407 0.7278523 0.36687709 0.35369525 0.41554064 0.60938177] [ 0.30072308] [ 0.49408762 0.61807557 0.44182768 0.69685647 0.25099602 0.30129574 0.41754386 0.58103178 0.54949968 0.36557488] [ 0.19659272] [ 0.46354309 0.27751274 0.73285923 0.37848681 0.50986132 0.50255439 0.36486372 0.43670099 0.36247554 0.40851597] [-0.62413807] [ 0.3420086 0.62665493 0.44973062 0.64821499 0.33151556 0.58944258 0.49121806 0.58767221 0.51887387 0.40875312] [-0.49703865] [ 0.44678273 0.36531762 0.63420968 0.46583252 0.45433016 0.68014026 0.36123373 0.49089812 0.34370535 0.48368341] [-0.85763126] [ 0.70875454 0.68608753 0.41968534 0.58291628 0.2731396 0.21329707 0.41671845 0.64412312 0.62258103 0.29637254] [ 0.37562971] [ 0.33493729 0.55672054 0.3996704 0.70615307 0.47183633 0.50879673 0.47825699 0.47358795 0.42971456 0.5844301 ] [-0.33003995] [ 0.82560145 0.51760518 0.54560673 0.42934653 0.29947485 0.17803602 0.44338851 0.6258101 0.5779289 0.20468975] [-0.08099218] [ 0.37556949 0.67592624 0.3878788 0.70991645 0.41730126 0.63905293 0.55751839 0.56870799 0.52532329 0.46196189] [-0.28365759] [ 0.71773002 0.62803051 0.58558992 0.56505291 0.43254035 0.34983957 0.50935069 0.6975301 0.56200238 0.43248184] [-0.48111196] [ 0.42505225 0.2989487 0.5162424 0.42275947 0.5216536 0.43488758 0.47251551 0.40749013 0.32079577 0.54316928] [ 0.02920824] [ 0.27682948 0.5196821 0.50185341 0.64672593 0.48806509 0.65398283 0.36594114 0.45458815 0.49301075 0.61984614] [ 0.34796253] [ 0.60357926 0.754897 0.33371229 0.505276 0.34593348 0.32408246 0.37003442 0.58056543 0.5926253 0.39309009] [-0.67472029] [ 0.73840095 0.78356324 0.49026596 0.30322891 0.30848113 0.31358651 0.52122475 0.79101268 0.68335986 0.47734786] [ 0.0750546] [ 0.22493829 0.35841628 0.59214374 0.5374132 0.4889724 0.68511797 0.44836585 0.31696802 0.43708107 0.50224528] [-0.12168803] [ 0.42369239 0.70842622 0.4775812 0.58903747 0.32839194 0.57776258 0.49402733 0.67041146 0.52094214 0.41605511] [-0.22954302] [ 0.42915488 0.60663076 0.52512795 0.53408441 0.46678179 0.66848118 0.44997972 0.44412683 0.4782136 0.62687005] [-0.46677506] [ 0.5333482 0.29359624 0.63332275 0.41120769 0.51696847 0.57612234 0.54910064 0.52420459 0.25536128 0.38664728] [-0.14620598] [ 0.35321455 0.76147511 0.366365 0.75816453 0.34468416 0.60475855 0.43551272 0.59277035 0.51816177 0.76413335] [-0.1328336] [ 0.4621343 0.47254518 0.57268955 0.39452772 0.45296127 0.69037565 0.45007675 0.45049866 0.56171238 0.50776012] [-0.61681928] [ 0.64034664 0.65587167 0.53639967 0.47942056 0.42892646 0.38169754 0.50964936 0.60195579 0.56626248 0.36053231] [ 0.0331106] [ 0.61287988 0.63439008 0.44282686 0.5362092 0.43048892 0.34953677 0.470587 0.6427615 0.60402914 0.49729665] [-0.48383332] [ 0.41791866 0.63770684 0.40692536 0.59232557 0.38365098 0.60024378 0.37455348 0.59015488 0.5061183 0.49786571] [-1.09802997] [ 0.60686779 0.75876793 0.40869131 0.63412928 0.30257838 0.307941 0.34836468 0.59583461 0.60563516 0.38751531] [ 2.51664218] [ 0.83625601 0.68400254 0.56275881 0.402554 0.30439953 0.29951257 0.54788583 0.85691304 0.5856263 0.28888373] [ 0.87156114] [ 0.85278424 0.53630932 0.54376194 0.14057478 0.32387826 0.13537749 0.57569757 0.80393611 0.5977492 0.20229999] [ 0.65802151] [ 0.33167709 0.54904027 0.5175217 0.56364848 0.51468473 0.54589184 0.48339461 0.46011374 0.49457414 0.56344836] [-0.05840334] [ 0.37702483 0.6117616 0.50050326 0.62116075 0.31416303 0.54683832 0.32136893 0.42969355 0.38607652 0.5603087 ] [ 0.50708213] [ 0.61639984 0.69212831 0.49607177 0.57131217 0.41920283 0.43163027 0.40513241 0.68153156 0.56301208 0.59401379] [-0.45237324] [ 0.5188234 0.42145621 0.66795779 0.47894303 0.40327162 0.50838456 0.37527023 0.43548362 0.35416432 0.40853174] [-0.29588071] [ 0.55340335 0.70725746 0.46449052 0.54331394 0.34944359 0.27761337 0.37803335 0.61694043 0.50819883 0.48246692] [-0.07279969] [ 0.55068798 0.64975752 0.43516898 0.66560998 0.3591376 0.53172652 0.41168111 0.63027301 0.48952085 0.48848872] [ 0.19991217] [ 0.23772078 0.39087914 0.44543246 0.61122647 0.59534864 0.56895377 0.43598086 0.34209401 0.34764704 0.69580901] [-0.42713668] [ 0.74115282 0.67635924 0.45907011 0.47921774 0.22776028 0.21425961 0.45912134 0.69020683 0.53064176 0.26572275] [-0.16889583] [ 0.54640854 0.56015473 0.53754292 0.64520332 0.60363942 0.57283966 0.42207099 0.55650272 0.51578428 0.42296102] [-0.43966942] [ 0.52411 0.87363143 0.36306104 0.65921976 0.43977156 0.60740846 0.40652717 0.62321631 0.64430499 0.78938742] [ 0.16608915] [ 0.26338631 0.62849366 0.50787896 0.54096714 0.50242476 0.67300953 0.4706224 0.38186611 0.46066855 0.69878309] [ 0.51128781] [ 0.66229966 0.7344645 0.50959076 0.51194544 0.36225639 0.37963807 0.58263061 0.71591752 0.60185335 0.44048164] [-0.5740124] [ 0.68061512 0.61059419 0.45956237 0.44664739 0.27732899 0.2090796 0.47029382 0.58884948 0.60800858 0.25611766] [-0.13070042] [ 0.80974673 0.69395561 0.55884042 0.51948437 0.37745034 0.38331255 0.5181581 0.79058764 0.62356578 0.43085527] [-0.99055496] [ 0.64599897 0.61732521 0.49951899 0.50244717 0.53324421 0.37587929 0.3867215 0.5920891 0.51369314 0.39677572] [ 1.98878374] [ 0.78204175 0.50667745 0.57705231 0.3311526 0.29147966 0.17453449 0.43538558 0.66290528 0.48621083 0.23606492] [-0.39763569] [ 0.50859958 0.81960629 0.47799525 0.67734617 0.45839579 0.67746876 0.52893788 0.54024515 0.70166817 0.62478504] [ 0.08174446] [ 0.75337732 0.54464943 0.52745254 0.42068935 0.31259658 0.32862642 0.507898 0.76882397 0.51362495 0.24216618] [-0.38632253] [ 0.41306437 0.29886897 0.70106857 0.47883831 0.52290602 0.60862139 0.38173101 0.37481698 0.23633448 0.60445828] [-0.16961957] [ 0.78255557 0.69860604 0.52177162 0.26708857 0.24720759 0.23240911 0.55209506 0.68035976 0.59487121 0.33957294] [-0.8389857] [ 0.57653138 0.68369499 0.41981335 0.44406582 0.39681658 0.33017329 0.41841339 0.54351201 0.60589735 0.41815176] [-1.09689712] [ 0.53929226 0.77285298 0.34674922 0.63214393 0.21096378 0.34395411 0.41466687 0.61639824 0.62001605 0.38743809] [ 1.66543505] [ 0.65574811 0.7490771 0.53818433 0.42359377 0.39937344 0.34026585 0.47418996 0.68530345 0.57530885 0.44149212] [ 1.12518788] [ 0.86290871 0.63018393 0.61487689 0.21514277 0.36110931 0.33284038 0.60178753 0.82359044 0.58047585 0.35038711] Progress: 12.3% ... Training loss: 0.586 ... Validation loss: 0.973[-0.15066972] [ 0.55144048 0.63239719 0.40879448 0.66340123 0.29060526 0.17804756 0.47688564 0.6375303 0.64107665 0.48722566] [ 0.10496244] [ 0.29029653 0.578499 0.44070757 0.55392549 0.47665808 0.71530726 0.35950269 0.35654872 0.4073666 0.6452146 ] [-1.15687407] [ 0.48694431 0.51769253 0.45583134 0.47090728 0.36592406 0.39109698 0.39196379 0.5708143 0.57053841 0.33283831] [ 0.03519714] [ 0.39596843 0.43390954 0.5830091 0.34088768 0.50504666 0.54514209 0.54192933 0.58328205 0.49493647 0.40330016] [-0.8032253] [ 0.86810381 0.47333665 0.67982113 0.34255449 0.50085611 0.19742494 0.46646621 0.77219657 0.48559189 0.22527918] [ 1.51436708] [ 0.76461733 0.56545681 0.54464683 0.21164777 0.34804883 0.24795796 0.46384098 0.75816165 0.51984493 0.33825459] [-0.41800507] [ 0.72392005 0.66328923 0.51878256 0.38352256 0.39277572 0.28456469 0.55303319 0.73197894 0.48490005 0.50626766] [-0.24289029] [ 0.61160305 0.69088992 0.46220895 0.51194934 0.42242179 0.56413487 0.44653174 0.66917409 0.55114013 0.5102118 ] [ 0.42132882] [ 0.17279773 0.58912641 0.43377613 0.74477141 0.46894964 0.75177316 0.30654873 0.35660762 0.4522007 0.70575165] [-0.33979609] [ 0.65554433 0.34160939 0.67006333 0.32285883 0.37896546 0.49602216 0.43592246 0.60336673 0.33123134 0.32861972] [ 1.49573118] [ 0.73686477 0.64835341 0.47931168 0.37620979 0.2863471 0.1671478 0.47152319 0.74237344 0.59607384 0.25928302] [-0.84867993] [ 0.63453191 0.7916481 0.4940431 0.58726064 0.42139653 0.50857852 0.45931752 0.55527949 0.60675783 0.50642913] [ 1.60878019] [ 0.49000282 0.58282953 0.54950677 0.5380729 0.53619604 0.55549322 0.47755394 0.59137974 0.52725628 0.48578313] [ 0.43854065] [ 0.39344344 0.68578737 0.39897699 0.39697944 0.38724143 0.53059706 0.39164571 0.56308443 0.55232823 0.49489512] [-0.93517189] [ 0.59361229 0.66313633 0.46592261 0.65218961 0.26352445 0.36095723 0.35912817 0.54101876 0.49115476 0.5405983 ] [-0.65400193] [ 0.54297479 0.63944128 0.45310495 0.43189141 0.41986341 0.55131104 0.59098535 0.61961179 0.45186997 0.36027808] [ 0.84779653] [ 0.20084018 0.5770003 0.40610444 0.68321505 0.58066308 0.75320313 0.45479456 0.30311084 0.48013032 0.57230091] [-0.79086056] [ 0.48419403 0.57072224 0.54966717 0.4353546 0.45089744 0.57562875 0.41862929 0.50258908 0.52977074 0.50990687] [-0.47854977] [ 0.74131393 0.44227773 0.57747664 0.36803286 0.33830375 0.35730982 0.51883366 0.75374384 0.44786373 0.27441853] [-0.53276646] [ 0.67838441 0.41048647 0.55799049 0.32095182 0.47657845 0.46422483 0.50482915 0.72983599 0.52513089 0.48437531] [ 0.17364082] [ 0.29297795 0.38280995 0.48299905 0.57413067 0.47434154 0.74166405 0.43519752 0.59370517 0.46762489 0.47883893] [ 0.0458804] [ 0.51367446 0.66166162 0.3983018 0.63964674 0.37194213 0.50966133 0.44221112 0.68096383 0.52181135 0.49051798] [ 0.42394261] [ 0.70169632 0.59516919 0.56090116 0.48999568 0.24483491 0.26862119 0.39884302 0.65044394 0.629439 0.35007567] [-1.32666913] [ 0.5914884 0.68774022 0.37283583 0.48285606 0.33188912 0.29777209 0.42388966 0.58663747 0.61326789 0.36787859] [-0.2631192] [ 0.43887505 0.45224358 0.59752016 0.28984955 0.58684547 0.50428547 0.44649898 0.36285655 0.38515911 0.52980827] [-0.7839129] [ 0.54679792 0.49368257 0.4970035 0.46671977 0.55730024 0.54950847 0.41488191 0.59325439 0.32071128 0.52394907] [-0.18655383] [ 0.46131377 0.5211265 0.56518375 0.510564 0.43922133 0.4269253 0.42653888 0.55260514 0.47198172 0.47230459] [ 1.10994819] [ 0.61966521 0.63102315 0.51931081 0.393305 0.35722714 0.3528184 0.50761585 0.64231137 0.53865036 0.32794034] [-0.10204838] [ 0.89359876 0.49618077 0.6069044 0.22080502 0.22590031 0.07952284 0.51150906 0.75952318 0.52840472 0.13944114] [ 0.03394448] [ 0.73741034 0.63753614 0.49289 0.35646573 0.26430324 0.16595141 0.51634054 0.70261192 0.73824914 0.23411342] [-0.1640891] [ 0.33517904 0.5074696 0.44653892 0.70079865 0.54823427 0.72551496 0.40231953 0.47990238 0.39606102 0.55381718] [-0.93011788] [ 0.47293435 0.59462051 0.37961821 0.62617301 0.28608501 0.53248711 0.38319128 0.66458495 0.44508343 0.38746118] [-0.48141521] [ 0.37843441 0.33662242 0.66606132 0.41533005 0.51311115 0.70190057 0.38983563 0.41262672 0.3739846 0.50806488] [-0.58978357] [ 0.69304522 0.70059939 0.50143626 0.45668349 0.2760348 0.22120791 0.44695901 0.74341279 0.62544694 0.50028347] [-0.24518271] [ 0.59894731 0.52553251 0.56167573 0.48760873 0.46112566 0.4005302 0.49722706 0.61647669 0.58361231 0.30091386] [ 0.05268271] [ 0.66631878 0.53617243 0.53114914 0.30385431 0.36467206 0.20235304 0.47033421 0.67102101 0.54647609 0.28933213] [ 0.05057081] [ 0.43914907 0.68418826 0.56806342 0.62102693 0.46757288 0.67924353 0.43625858 0.5897997 0.52398297 0.5909277 ] [-0.89508131] [ 0.67139566 0.74297951 0.4540835 0.69057639 0.40304011 0.29606596 0.44356326 0.73545464 0.56400918 0.62049297] [-0.16221367] [ 0.43228154 0.48477317 0.57884298 0.2727818 0.56147339 0.5680522 0.45452743 0.67423907 0.44380068 0.5091441 ] [-0.44927072] [ 0.31525414 0.63614945 0.44296508 0.62879261 0.27358958 0.551116 0.46241645 0.53941725 0.53145179 0.45853355] [ 0.72179203] [ 0.71793228 0.56171716 0.56264024 0.52838713 0.41168712 0.32739653 0.46989093 0.64947699 0.5590736 0.37483308] [-0.16157835] [ 0.83858648 0.63959092 0.59796031 0.26213167 0.36109538 0.28079923 0.58267991 0.74511628 0.4951629 0.30667922] [ 1.05004175] [ 0.84238248 0.52752418 0.62947277 0.45116884 0.38957184 0.2441681 0.42767146 0.73252682 0.56096315 0.24151072] [-0.54363287] [ 0.49230271 0.59261114 0.48575617 0.57079616 0.27885519 0.48413673 0.40188577 0.55122224 0.52208966 0.46785471] [-0.06552648] [ 0.47487233 0.73199964 0.37256521 0.75787037 0.26178922 0.408149 0.36783256 0.5186603 0.55864793 0.72429221] [-1.02545583] [ 0.67687163 0.68978565 0.42742457 0.57255226 0.22708319 0.38467815 0.36158962 0.6689912 0.59473492 0.38069465] [-0.51603438] [ 0.6435612 0.40790467 0.52628793 0.45295806 0.52618541 0.30495136 0.61566889 0.66750534 0.30165975 0.3828778 ] [ 2.1625729] [ 0.80136229 0.56595528 0.55450863 0.22749563 0.40294747 0.25529722 0.59424196 0.76580935 0.49354802 0.31099663] [ 1.35858549] [ 0.75833733 0.57345332 0.52311048 0.31042807 0.33094603 0.19917399 0.45180218 0.74913625 0.54934924 0.25597356] [-0.55123509] [ 0.39362404 0.64972096 0.45829525 0.58598582 0.44160076 0.50024825 0.50242836 0.45240711 0.62036267 0.60565882] [ 0.05598194] [ 0.50240297 0.52120072 0.52737916 0.53405979 0.34027783 0.38860658 0.57185034 0.73145721 0.45218602 0.29898992] [ 2.24744262] [ 0.84019803 0.64528056 0.55755398 0.24498694 0.37937477 0.18633929 0.53582598 0.77206865 0.65251072 0.28217034] [-0.27024662] [ 0.40812642 0.31132184 0.60424055 0.39184821 0.51779898 0.59604138 0.38075115 0.38771309 0.27144919 0.43659211] [-0.275802] [ 0.44876392 0.6588122 0.43448024 0.63912915 0.41338121 0.6139008 0.40485631 0.55058355 0.47198383 0.61173089] [-0.85652649] [ 0.42196327 0.52650486 0.51031671 0.63390992 0.37050185 0.42766984 0.3952899 0.53052022 0.42818952 0.40721727] [-0.73107212] [ 0.63522538 0.69562174 0.3302901 0.50714103 0.26268905 0.33208131 0.42662278 0.57159439 0.5434072 0.2993432 ] [-0.60486205] [ 0.75910109 0.55739236 0.55314428 0.47931286 0.34795688 0.49224972 0.47481338 0.79902722 0.55622311 0.44051198] [-0.09938088] [ 0.37332331 0.64437174 0.3763701 0.5761821 0.26321772 0.60820285 0.38249367 0.5252276 0.49978437 0.50798692] [ 0.68485682] [ 0.35640391 0.71136067 0.32684661 0.64209082 0.48652984 0.70839318 0.4894404 0.60647469 0.67720481 0.46893601] [ 1.72094813] [ 0.63987603 0.59038101 0.55168381 0.46638077 0.3656662 0.38286307 0.56225482 0.74633626 0.47171948 0.30543378] [-0.62309935] [ 0.40422103 0.7443969 0.42099373 0.60170848 0.31697376 0.51569676 0.35554596 0.55680801 0.57124325 0.57147569] [-0.07266136] [ 0.25888554 0.57474463 0.59307237 0.5033887 0.59759121 0.76086366 0.38489854 0.40725097 0.48407814 0.71151041] [-0.12508982] [ 0.37512229 0.53169673 0.59020782 0.54899749 0.49139514 0.58203912 0.45233623 0.39355009 0.42919861 0.70163074] [-0.24388044] [ 0.51493839 0.60951163 0.45910397 0.53323014 0.30218153 0.38995554 0.42212366 0.59682397 0.54424771 0.44929539] [-0.43790369] [ 0.48325545 0.64977221 0.48788575 0.55652427 0.54868111 0.72186722 0.52274781 0.58329924 0.51570728 0.50999918] [ 0.12278906] [ 0.25149419 0.58151637 0.45830303 0.58291928 0.4372129 0.72239595 0.27898244 0.34471292 0.3661235 0.57921275] [-0.64554728] [ 0.3775351 0.55316821 0.43160597 0.6805787 0.40783175 0.5113309 0.42373153 0.44590906 0.47962247 0.38908027] [ 0.99131925] [ 0.47133391 0.55425491 0.50622915 0.53991748 0.45037899 0.57768695 0.38581912 0.65860725 0.43410931 0.5850171 ] [ 1.19425133] [ 0.24324975 0.5489699 0.43545791 0.64867844 0.39100626 0.61067755 0.353793 0.38720993 0.52150548 0.59414803] [-0.44824806] [ 0.35377684 0.60816927 0.37117719 0.62189554 0.50614686 0.66704523 0.44586115 0.53328766 0.3317099 0.46812263] [ 0.2009621] [ 0.39087675 0.31127291 0.5934499 0.56539145 0.61403823 0.40299414 0.35088061 0.39317973 0.30941193 0.62125459] [ 0.02015806] [ 0.70388994 0.61838769 0.61671838 0.62748878 0.41466594 0.33253453 0.39075974 0.66030552 0.60660031 0.35335953] [ 0.26112177] [ 0.39957571 0.64330642 0.41328074 0.59383651 0.34590898 0.74824322 0.33230756 0.51086682 0.50526939 0.57266929] [-0.22195295] [ 0.30703311 0.49075928 0.58476567 0.58881747 0.50754427 0.58892742 0.4265672 0.39933922 0.36958044 0.72963546] [-0.05714422] [ 0.41172058 0.65495818 0.37404879 0.61763371 0.44603484 0.51854664 0.47286633 0.45237203 0.5634148 0.43410323] [ 0.02404943] [ 0.41274973 0.69458996 0.38233726 0.70976485 0.39349421 0.61083414 0.56871001 0.60151488 0.54979867 0.4420048 ] [ 1.48259482] [ 0.73476331 0.61515263 0.5320378 0.50034461 0.43000521 0.26098285 0.4519412 0.63931566 0.58361577 0.33616543] [-0.11887477] [ 0.34838307 0.25875625 0.73701406 0.42964321 0.59387493 0.65266483 0.33984857 0.30387487 0.28964673 0.506552 ] [-0.31980635] [ 0.45227922 0.67701296 0.44860933 0.65888586 0.40507264 0.72473725 0.40306886 0.51735876 0.41777456 0.66929049] [ 1.22686608] [ 0.72968631 0.76308606 0.4169645 0.41994478 0.20726525 0.34676019 0.43986383 0.7281315 0.68782736 0.42328861] [ 0.34573554] [ 0.17736821 0.54027015 0.41794499 0.6774181 0.6041156 0.77732509 0.39147956 0.30004086 0.4054689 0.64953278] [-0.86160518] [ 0.49057758 0.2716554 0.70011474 0.46378006 0.50577683 0.41232425 0.48054577 0.50202992 0.2631836 0.54220277] [-0.97978139] [ 0.7780384 0.63208911 0.50338931 0.42496824 0.22977295 0.20018683 0.46691359 0.66903314 0.50647527 0.38581688] [-0.14175984] [ 0.42904087 0.53955212 0.5822827 0.50990931 0.40165782 0.50527232 0.41621719 0.51413755 0.42673369 0.49166859] [ 0.41299804] [ 0.54577462 0.69600611 0.52711398 0.51573463 0.45710678 0.50655062 0.4717193 0.5095338 0.65887645 0.4692489 ] [-0.16294031] [ 0.30555969 0.65335666 0.37473952 0.62281516 0.49670863 0.71630001 0.41368308 0.63940104 0.56211135 0.52776287] [-0.43847346] [ 0.37837923 0.32086383 0.65342048 0.42327494 0.46229279 0.52174719 0.49680526 0.48495214 0.37793904 0.38362786] [-0.90133291] [ 0.65407235 0.767806 0.46600246 0.52761875 0.54157601 0.42454616 0.37280181 0.65767775 0.56760964 0.5473548 ] [ 0.76100093] [ 0.32664395 0.40744238 0.56228215 0.51186073 0.52553384 0.59606316 0.41258956 0.41162355 0.39440222 0.39452631] [-0.23160734] [ 0.35427254 0.76148797 0.36641601 0.75761911 0.34450322 0.60424549 0.43563892 0.59358851 0.51810221 0.76358686] [ 0.48659665] [ 0.63529026 0.58019337 0.49603218 0.52537295 0.25807576 0.22815054 0.49476466 0.69798078 0.50734503 0.31109221] [ 0.42740924] [ 0.4591673 0.70289992 0.43978238 0.65509003 0.36980434 0.491889 0.49874772 0.61907002 0.50999456 0.60322234] [ 0.21331587] [ 0.80632801 0.51247155 0.60933139 0.24531221 0.39683123 0.14082852 0.55988861 0.69834555 0.53457243 0.22553272] [-0.41598786] [ 0.65276794 0.47141044 0.58038832 0.375768 0.4442014 0.47146909 0.4023092 0.572209 0.48485536 0.39532873] [-0.61444705] [ 0.40690919 0.59028185 0.48222315 0.38671442 0.42030755 0.51818318 0.41422202 0.53244192 0.42341139 0.52080322] [-0.03969681] [ 0.53009567 0.60595658 0.58496056 0.57787399 0.56315417 0.5072346 0.50379448 0.54708176 0.5040957 0.52755328] [ 0.23613211] [ 0.72726044 0.55097312 0.55378221 0.48026356 0.4144309 0.23256171 0.52806087 0.70580728 0.61455695 0.22332445] [-0.66485254] [ 0.38498182 0.65375255 0.39843112 0.63769943 0.36454342 0.41475333 0.34594247 0.46526931 0.50917926 0.57139369] [ 1.4838498] [ 0.73699804 0.59648518 0.48992259 0.39476783 0.3845789 0.28117197 0.53262506 0.70900172 0.54367841 0.30577589] [-0.33694037] [ 0.43739079 0.59267762 0.48277174 0.53046661 0.29426895 0.46862547 0.48003014 0.55774852 0.46847428 0.41709768] [ 2.16700649] [ 0.30563617 0.4925493 0.45763423 0.64881554 0.3963274 0.67840068 0.40846446 0.45634695 0.55216047 0.41637809] [-0.2376728] [ 0.57402804 0.76284406 0.54266468 0.61947288 0.39717745 0.61666682 0.52226775 0.59659694 0.60395122 0.53373008] [-0.38122552] [ 0.37248322 0.75115184 0.49684983 0.59244809 0.41242765 0.72796819 0.49744413 0.53619865 0.664282 0.66348294] [-0.64794009] [ 0.7999281 0.57162518 0.62960667 0.34058251 0.46943922 0.28573702 0.50011664 0.7000592 0.42601476 0.45530828] [-0.06054388] [ 0.26047113 0.4529846 0.6489778 0.50784902 0.50684568 0.74389855 0.36560823 0.30331272 0.31390778 0.64465615] [ 0.21488076] [ 0.69605823 0.63246799 0.60014682 0.486467 0.41469817 0.37667555 0.47536535 0.66288651 0.57746533 0.39873511] [ 0.21346695] [ 0.65784339 0.36216415 0.69410215 0.33714116 0.44185038 0.33576284 0.4411975 0.51635991 0.3628185 0.37103722] [-0.61365184] [ 0.60857175 0.66545112 0.49389935 0.58018985 0.22916376 0.28131017 0.48279087 0.60488354 0.59195252 0.38629282] [-0.60493102] [ 0.51231886 0.65098044 0.55478097 0.63835741 0.44212332 0.62851557 0.39375924 0.59546486 0.50025179 0.56553543] [-0.17005461] [ 0.33211842 0.53957835 0.4305168 0.76758887 0.4553675 0.74548684 0.39789979 0.37476602 0.41483096 0.56495905] [-0.05973914] [ 0.49034941 0.68377034 0.44854489 0.63240016 0.30058696 0.35982889 0.38363675 0.55536478 0.57171351 0.48539101] [-0.26951739] [ 0.31763337 0.64431519 0.58150157 0.64759914 0.42100104 0.68324045 0.40132187 0.42151484 0.62150995 0.64764707] [ 0.11929123] [ 0.53685234 0.62892161 0.50374009 0.49855844 0.2906887 0.33853801 0.53204222 0.60355919 0.56867392 0.43238195] [-0.48341021] [ 0.63180859 0.63702965 0.50464549 0.4466341 0.31642722 0.1765057 0.46188458 0.66001784 0.54787622 0.30796718] [-0.46921163] [ 0.52871867 0.53069633 0.5472741 0.41369561 0.40474377 0.53977545 0.46739488 0.74696151 0.38406194 0.42682129] [ 0.11838085] [ 0.50383572 0.52822411 0.54828016 0.47813757 0.47639748 0.49802873 0.42281643 0.52459059 0.5167334 0.43406336] [-0.59734079] [ 0.48957703 0.72488907 0.43983995 0.58401224 0.48611166 0.59413459 0.46727074 0.47119468 0.59042195 0.5749533 ] [ 0.01096814] [ 0.4368382 0.73071959 0.30709883 0.66240517 0.33510248 0.54742814 0.47577083 0.65830425 0.51128994 0.69865052] [-0.38096552] [ 0.34669565 0.47554982 0.58196795 0.50951112 0.47332332 0.57426733 0.35418417 0.3983797 0.40579417 0.51853781] [-0.1571412] [ 0.46267891 0.55564072 0.51501971 0.36104333 0.41737936 0.50224125 0.41766739 0.64313616 0.56081008 0.4290013 ] [-0.28018804] [ 0.26888383 0.39418558 0.51996021 0.68198755 0.38745254 0.64265228 0.40115636 0.45536108 0.46717503 0.4663401 ] [ 0.74985535] [ 0.46330269 0.69615043 0.4273084 0.59986978 0.28346594 0.46577632 0.45316619 0.66617442 0.69873595 0.39820441] [-0.07026493] [ 0.40728795 0.64813331 0.41578052 0.56860285 0.33639581 0.36934587 0.44126586 0.56013479 0.54452039 0.4220211 ] [ 0.15990038] [ 0.40581054 0.50076866 0.50479034 0.50675214 0.55422688 0.62310883 0.47010556 0.46511286 0.4794484 0.51652893] [-0.59479634] [ 0.44815736 0.5083641 0.47015346 0.45660676 0.47159279 0.49456256 0.42017719 0.51507002 0.49433989 0.42428109] [-0.96937593] [ 0.48413728 0.73122031 0.42291519 0.56169595 0.37901502 0.36725432 0.38407851 0.51385551 0.66088492 0.44291559] [-0.71183733] [ 0.60918751 0.66899518 0.49488511 0.35902367 0.40623863 0.19872022 0.41927952 0.69115562 0.49075504 0.51806623] [-1.12840954] [ 0.68709637 0.72825329 0.50618401 0.4973791 0.48374138 0.47737319 0.44259427 0.7367204 0.5774274 0.54393972] Progress: 12.6% ... Training loss: 0.582 ... Validation loss: 1.003[-0.20140711] [ 0.81269236 0.66479142 0.53533213 0.49342778 0.39089658 0.40152143 0.40758123 0.76988779 0.64408635 0.35857123] [ 2.31733054] [ 0.79717915 0.54142359 0.5420304 0.28681112 0.44097254 0.22123084 0.53308724 0.72196384 0.41595478 0.40614576] [ 0.44204682] [ 0.67456704 0.68484232 0.56731557 0.37891892 0.38223226 0.31787909 0.44892061 0.58427109 0.65140947 0.43543699] [-0.97935832] [ 0.80637946 0.59496118 0.5606021 0.40233543 0.22067371 0.15225855 0.52512961 0.78228105 0.55717754 0.23452892] [ 0.22856585] [ 0.5163296 0.62930016 0.45994264 0.57772902 0.24488827 0.27630695 0.50165682 0.70281842 0.53207233 0.34987274] [-0.59920302] [ 0.63796609 0.49761563 0.48307258 0.49381199 0.31613247 0.2881432 0.38697763 0.66305842 0.52568977 0.24847168] [-0.69016413] [ 0.65328754 0.7812842 0.36324101 0.51461923 0.2168135 0.37361755 0.4014271 0.56926475 0.6296306 0.44550627] [ 0.96697837] [ 0.27015015 0.62758369 0.47742837 0.68203635 0.50989735 0.62660633 0.28656146 0.35007923 0.52447104 0.59465145] [-0.13299394] [ 0.39430003 0.65224865 0.5912248 0.47173919 0.58706737 0.62924554 0.38252173 0.47949222 0.41257203 0.67434763] [-0.07628912] [ 0.4929909 0.64328695 0.43248121 0.59561595 0.35898414 0.41357304 0.49782663 0.67333043 0.54373358 0.30949947] [ 0.32290739] [ 0.15164058 0.451506 0.46747261 0.73566125 0.52980649 0.72741572 0.50235618 0.37467145 0.37414176 0.79398568] [-0.09730295] [ 0.29323303 0.68077666 0.39941641 0.6414097 0.43825921 0.71482539 0.31628411 0.38449278 0.46962369 0.57428027] [-0.82000029] [ 0.70387084 0.62143447 0.50201461 0.33965913 0.37586154 0.31557989 0.46044348 0.71043977 0.56760077 0.39111349] [-0.63664666] [ 0.52276769 0.48401546 0.46552517 0.67530493 0.52209877 0.43135386 0.39146075 0.47962977 0.25032236 0.56862593] [-0.01103162] [ 0.27780335 0.49272679 0.51938912 0.48653952 0.61616712 0.75856381 0.41403325 0.38873235 0.34988049 0.64919133] [-0.12084864] [ 0.39854248 0.3380895 0.54831414 0.60964976 0.4002314 0.62983587 0.36197705 0.47691078 0.40351661 0.44027893] [-1.40625383] [ 0.67355189 0.65363546 0.4807261 0.38494306 0.38809122 0.31606523 0.45470439 0.69572092 0.56061912 0.41882018] [ 0.26812658] [ 0.38556242 0.6661326 0.35129765 0.55796445 0.45009529 0.70533262 0.3420881 0.58038661 0.51013266 0.68279587] [ 1.11502123] [ 0.39794267 0.70799899 0.35968592 0.50612051 0.35756592 0.37183032 0.49714575 0.56877262 0.69461439 0.39646814] [ 0.16136746] [ 0.40627394 0.6299896 0.50181739 0.5312627 0.49050249 0.70530613 0.39691232 0.51944506 0.52750033 0.7083525 ] [ 1.50530402] [ 0.62157267 0.68724705 0.48563925 0.4972357 0.39040728 0.51480451 0.50148262 0.66164172 0.56628637 0.41064529] [-0.49711886] [ 0.81094096 0.3144574 0.66128564 0.37501248 0.48592876 0.32933619 0.50054441 0.73861346 0.39866824 0.28729331] [-0.36075692] [ 0.70385504 0.7053223 0.46433511 0.43512073 0.34980251 0.21041343 0.37593579 0.69261262 0.62627013 0.32922951] [-0.68880142] [ 0.64898456 0.64288772 0.5802747 0.55834798 0.44135664 0.39789408 0.38733304 0.62526725 0.46367051 0.41009001] [-0.20865732] [ 0.36721538 0.36558761 0.49221255 0.36621301 0.46320593 0.46994895 0.41767147 0.56340347 0.33677414 0.33196004] [-0.26819196] [ 0.43127225 0.50946693 0.58233672 0.34037789 0.55723535 0.63222484 0.37375546 0.5979262 0.40228895 0.64160207] [ 0.02954585] [ 0.21444921 0.51292604 0.49198962 0.66303657 0.57178169 0.73388895 0.40059552 0.2943797 0.40105442 0.54566015] [-0.1735875] [ 0.67547842 0.65614278 0.50848266 0.51291721 0.29903045 0.25293252 0.54849534 0.60188133 0.60108608 0.36109685] [ 0.01383524] [ 0.19046853 0.41862496 0.61275487 0.57506258 0.50470921 0.77713184 0.42894042 0.28847029 0.39121074 0.58010075] [-0.06706119] [ 0.53967587 0.51815677 0.53903934 0.44238889 0.50571048 0.67254304 0.3474288 0.67985761 0.54406936 0.48964334] [-0.28732266] [ 0.55275907 0.18511912 0.73848041 0.33799985 0.5102995 0.42415921 0.44853619 0.51146333 0.24405493 0.34902882] [-0.20614917] [ 0.49184838 0.59264307 0.49390953 0.41090913 0.44896653 0.64443505 0.3837954 0.7524451 0.52285946 0.53281881] [-0.82637796] [ 0.50811464 0.62188914 0.4217924 0.58147621 0.41784227 0.4969976 0.40219752 0.60638487 0.37508684 0.43988311] [-0.15377025] [ 0.62803673 0.58384131 0.52369274 0.55809485 0.48409928 0.49235997 0.54694844 0.54748028 0.45992777 0.51647996] [-0.38293095] [ 0.48701326 0.76441136 0.34362003 0.72481099 0.25422986 0.37943841 0.34967088 0.58510552 0.61790173 0.61270185] [-0.63109265] [ 0.42732387 0.67346441 0.43362096 0.63035548 0.3020289 0.6861603 0.43050894 0.67537876 0.58613033 0.51913562] [-0.45751528] [ 0.48717827 0.48400733 0.60581633 0.50437423 0.39329988 0.51868629 0.41171968 0.52231374 0.45314882 0.43368318] [-0.09579035] [ 0.6768005 0.62675439 0.50028812 0.46844721 0.2801156 0.25016914 0.45936246 0.68615148 0.50268248 0.43256903] [-0.24170625] [ 0.2992864 0.63351068 0.41058984 0.63832378 0.34951677 0.60568611 0.48319761 0.53438381 0.61330031 0.45889085] [-0.56297096] [ 0.57372271 0.67920287 0.44387193 0.53014268 0.30975062 0.32381212 0.46975388 0.55806933 0.61923827 0.39234228] [-0.46798604] [ 0.38022121 0.57096502 0.50573972 0.48097879 0.59159212 0.46993037 0.5785729 0.38982927 0.54023969 0.7199803 ] [ 0.28031159] [ 0.16003332 0.54592849 0.50586486 0.57002099 0.53088037 0.75946443 0.38938298 0.20457065 0.5192088 0.66593862] [ 1.04489657] [ 0.61555667 0.76021748 0.43658843 0.51359197 0.35358655 0.3645962 0.54590155 0.60234758 0.72516575 0.42448352] [-0.53302631] [ 0.63811304 0.54919295 0.55082265 0.37194666 0.41807516 0.22618228 0.43623935 0.67032798 0.46414102 0.34362792] [-1.09884916] [ 0.73909545 0.60578766 0.62815162 0.37426343 0.43267524 0.55422278 0.50242653 0.67421487 0.4551144 0.48896645] [-0.40983728] [ 0.32732259 0.45369166 0.51981001 0.38374833 0.49789057 0.65480122 0.39790593 0.43697404 0.39004606 0.50227078] [ 1.14044901] [ 0.71804076 0.39284827 0.63767034 0.32906946 0.47907856 0.3465719 0.51181251 0.7162442 0.43012651 0.33933748] [ 0.85408393] [ 0.85128877 0.45494255 0.58939027 0.29819203 0.33254074 0.08654113 0.47004545 0.77679491 0.45576422 0.19934859] [-0.38691839] [ 0.45395976 0.46830915 0.6424166 0.32233017 0.56091733 0.56204805 0.43287588 0.46085802 0.44871106 0.59196542] [ 0.58346736] [ 0.64144523 0.32275346 0.63322264 0.3615199 0.34624304 0.22987258 0.46541573 0.7538747 0.34216627 0.23807209] [-0.76001254] [ 0.65057727 0.59780675 0.50465542 0.49144067 0.39980584 0.6368566 0.46358025 0.68096255 0.44746418 0.55023121] [ 0.07372087] [ 0.21427179 0.53434443 0.47844333 0.59567979 0.57565706 0.64705347 0.38455833 0.19660703 0.36670315 0.63441959] [-0.44585281] [ 0.42524556 0.53236851 0.52729066 0.60079597 0.46731766 0.55637262 0.37444888 0.41294358 0.44692563 0.47623469] [ 0.10405673] [ 0.37056531 0.68957351 0.47080816 0.55411154 0.36345225 0.57154948 0.58232662 0.66230364 0.54546569 0.51194104] [-0.52755507] [ 0.33129952 0.72792772 0.31212943 0.6767932 0.34852794 0.63805525 0.43035658 0.64370214 0.59230382 0.5266911 ] [-0.54997169] [ 0.45921168 0.64589616 0.4531096 0.57881867 0.53916758 0.42062562 0.35527438 0.45872006 0.41404546 0.66827536] [ 1.66209393] [ 0.83094219 0.50187292 0.56435335 0.2627465 0.23741078 0.1259279 0.52228434 0.76536403 0.54464419 0.17729602] [-1.13666695] [ 0.67088513 0.17204249 0.81486596 0.22568903 0.6181504 0.29286096 0.52550149 0.49398203 0.2690814 0.29962593] [-0.00101027] [ 0.86118024 0.40148225 0.64724996 0.20962755 0.4209452 0.10319513 0.56555803 0.67152548 0.51421288 0.15011861] [-0.92456658] [ 0.48575378 0.55517496 0.37178574 0.60059246 0.33570189 0.46080473 0.32503084 0.62129231 0.43808614 0.4063408 ] [-1.11976177] [ 0.77229282 0.54054102 0.58337551 0.31414847 0.26348309 0.16640392 0.52839297 0.77462252 0.51809648 0.26035194] [ 0.73827861] [ 0.50712945 0.56502158 0.4438974 0.53187965 0.41164329 0.63060664 0.51180583 0.59210824 0.52722282 0.4846362 ] [ 0.8261964] [ 0.41417401 0.66378215 0.41158685 0.38774541 0.44597436 0.4573716 0.39458874 0.49403548 0.55757059 0.44236599] [-0.26933576] [ 0.63242266 0.5478732 0.5529511 0.39506742 0.45949475 0.35620309 0.51373562 0.65423104 0.37944406 0.53530165] [-0.53739635] [ 0.44328642 0.52668456 0.48600162 0.57488253 0.33063624 0.40106716 0.35120227 0.46657553 0.46257668 0.3815054 ] [-1.37674692] [ 0.70468809 0.62660405 0.55534587 0.38628824 0.31242136 0.28790713 0.49451874 0.67101179 0.55935826 0.34330111] [ 0.33245565] [ 0.28636509 0.74785753 0.32348779 0.61296609 0.45296087 0.61721614 0.40460041 0.40439985 0.60131351 0.55250751] [ 0.98601833] [ 0.57416167 0.66369182 0.51193561 0.29980527 0.52563661 0.33262457 0.42913147 0.53480569 0.60512383 0.47574602] [ 0.48251583] [ 0.18161091 0.54354605 0.52898284 0.66049805 0.49712683 0.77202483 0.32039757 0.24469945 0.54347863 0.62890331] [-1.05422488] [ 0.67285881 0.53245387 0.51774067 0.46944359 0.42688943 0.3504527 0.45310888 0.64706813 0.4085734 0.38127149] [-0.18561203] [ 0.3740831 0.39787141 0.62387796 0.40245486 0.54248608 0.4883435 0.39601974 0.330685 0.35230665 0.45121655] [-0.05886315] [ 0.75647515 0.23889604 0.71590115 0.25450888 0.42865302 0.29797978 0.46892503 0.6490569 0.35529141 0.20259793] [-0.83666739] [ 0.71020749 0.70547689 0.51880807 0.4974672 0.51245226 0.38095205 0.36227655 0.6544372 0.51593112 0.47321738] [-0.81189952] [ 0.84806511 0.60138613 0.62355326 0.3081214 0.43851249 0.17731175 0.51376377 0.83153014 0.50042514 0.27205994] [ 0.08532679] [ 0.2079304 0.50747717 0.5878413 0.52896268 0.46522087 0.77920115 0.48022281 0.3445608 0.47525507 0.58858146] [-0.73071721] [ 0.58198411 0.54690611 0.48605461 0.51109862 0.39693572 0.29825091 0.40074479 0.62306582 0.49248772 0.37228783] [-0.7714072] [ 0.9014878 0.49078978 0.69583151 0.20700766 0.42221335 0.20718677 0.64582917 0.79748635 0.44884357 0.3164818 ] [ 2.66966499] [ 0.49115739 0.67880445 0.36835442 0.461455 0.35480278 0.24818689 0.4938294 0.60945256 0.68152022 0.2812867 ] [ 1.02709715] [ 0.51757976 0.68793378 0.46189342 0.64237601 0.51110077 0.57735308 0.50783815 0.58675756 0.60491013 0.457772 ] [-0.67184111] [ 0.60298615 0.58961552 0.51212433 0.47625847 0.38241095 0.32968194 0.36241089 0.63405457 0.5319177 0.40309345] [-0.81685027] [ 0.62830316 0.7469469 0.43537106 0.63271697 0.40721047 0.51452956 0.43876716 0.55819902 0.52808462 0.50795491] [-0.02733032] [ 0.25834674 0.66099112 0.44087796 0.62554045 0.51504656 0.80835262 0.36962901 0.44672741 0.63526834 0.66163042] [ 0.69459382] [ 0.23929873 0.73678263 0.4147661 0.6982353 0.52359776 0.81227467 0.36668141 0.48370355 0.45026252 0.72595019] [-0.4810697] [ 0.38277709 0.73754401 0.33597816 0.63031297 0.38124774 0.48512024 0.38761963 0.56424978 0.54183399 0.61908236] [ 0.94758056] [ 0.74806153 0.48726877 0.57263888 0.3709334 0.43581245 0.22550143 0.50345465 0.71739216 0.54758686 0.22405482] [-0.01417893] [ 0.627851 0.67785813 0.57229174 0.58521472 0.41897059 0.50375038 0.50122653 0.60454512 0.53298184 0.40487799] [ 0.5401868] [ 0.63613153 0.71221097 0.47757592 0.43619282 0.22000471 0.32336787 0.44101929 0.62720742 0.51876663 0.41395484] [-0.06711743] [ 0.19906726 0.52588831 0.41452101 0.69385157 0.51470175 0.62226025 0.37833877 0.27340071 0.4017608 0.54629934] [ 0.36920121] [ 0.2108403 0.33444845 0.53471219 0.59550141 0.50365983 0.61421911 0.34829747 0.27312633 0.41760136 0.41894154] [-0.98413825] [ 0.68275404 0.49476963 0.60157764 0.45316831 0.42858662 0.54106208 0.44273741 0.6804775 0.41702225 0.40236894] [ 0.19135193] [ 0.35691495 0.58077903 0.55353483 0.56616089 0.42056884 0.59929248 0.43231471 0.44570849 0.50702612 0.65970515] [ 0.96532232] [ 0.73125054 0.60734257 0.50570967 0.38178208 0.39766466 0.3396337 0.52751042 0.71321443 0.46530665 0.52689237] [ 0.15135252] [ 0.29965057 0.66280329 0.384271 0.69390653 0.38759663 0.62517286 0.34178261 0.48983697 0.62620896 0.5531467 ] [-0.38924519] [ 0.73053232 0.69939369 0.48449838 0.39020942 0.51755665 0.26697564 0.51743113 0.66531688 0.63265448 0.28843587] [-0.0074523] [ 0.41189281 0.4399236 0.54353975 0.36099838 0.47478467 0.47014629 0.41283574 0.57683466 0.33722086 0.38207413] [ 0.53395287] [ 0.76866022 0.57960558 0.479658 0.44239825 0.2870954 0.12015252 0.41824524 0.62927453 0.54669639 0.28262239] [ 0.6410822] [ 0.7512125 0.56064076 0.60480749 0.38951339 0.43724667 0.24971101 0.57120111 0.7630903 0.56057934 0.27386843] [ 0.00576274] [ 0.35820099 0.46907949 0.60356054 0.46007919 0.43837609 0.53653236 0.41179367 0.54925881 0.41659105 0.47398988] [-0.17313869] [ 0.69438337 0.58774207 0.43439746 0.3367875 0.31903382 0.23364293 0.43343269 0.70580798 0.49450566 0.27715266] [-0.31310181] [ 0.32698566 0.39987378 0.58448591 0.45529581 0.52366334 0.53913419 0.4792728 0.41907168 0.43487299 0.51171 ] [-0.0226272] [ 0.82917956 0.52898824 0.59634852 0.30026541 0.42979555 0.3356485 0.50482176 0.79191833 0.52021246 0.35186232] [-0.75120133] [ 0.79374287 0.59725994 0.51600331 0.3600185 0.3079123 0.23756057 0.43757732 0.77543607 0.53343762 0.37722073] [-0.52943125] [ 0.50036316 0.71380735 0.43539479 0.56394168 0.30463519 0.5132051 0.48155637 0.71096883 0.56986216 0.40220239] [ 0.06463525] [ 0.28717446 0.47335718 0.51668593 0.55370602 0.55736701 0.73106508 0.33699934 0.43402671 0.26644634 0.60561447] [-0.29029961] [ 0.27777743 0.51294521 0.51122765 0.50562797 0.51992526 0.73353836 0.43072894 0.48988328 0.49809154 0.51548289] [-0.67753981] [ 0.81641758 0.74052333 0.47920473 0.41402126 0.22432971 0.20829281 0.49246772 0.70382665 0.73083087 0.32629611] [-0.73242874] [ 0.71788072 0.73798698 0.52813705 0.26250319 0.34630499 0.25772075 0.55560648 0.74401462 0.62301135 0.45803881] [-0.54345843] [ 0.36175548 0.67393594 0.38754421 0.64023006 0.3180667 0.66345238 0.48147279 0.6016816 0.55676796 0.47734204] [ 0.27013433] [ 0.4503746 0.47815287 0.55332841 0.58563787 0.52422858 0.42370788 0.42473517 0.49852099 0.46649193 0.41692616] [ 0.12314947] [ 0.51000138 0.49851862 0.61004404 0.38163505 0.58278337 0.46643517 0.42021477 0.44644786 0.43452966 0.54635226] [ 0.95739569] [ 0.74791712 0.54877454 0.57934947 0.33248462 0.41656629 0.37114432 0.5806883 0.75487092 0.39623382 0.40787599] [ 0.05639846] [ 0.46622946 0.50815519 0.62940771 0.4281504 0.45512016 0.48515062 0.46477877 0.54753643 0.40112552 0.59308797] [ 1.17655454] [ 0.5835429 0.7430246 0.49656142 0.49551504 0.37441758 0.4111224 0.3579126 0.64562796 0.61413623 0.48054863] [-0.48515233] [ 0.40224527 0.65611903 0.39538649 0.66336047 0.39194094 0.73729369 0.51446366 0.68562935 0.52548134 0.46822359] [-0.26179555] [ 0.2947231 0.5844378 0.43555273 0.57734917 0.43288184 0.74871111 0.4007263 0.53540624 0.56901001 0.53796503] [-0.69790638] [ 0.778149 0.32704185 0.65027651 0.38375271 0.48789382 0.42681978 0.47337831 0.6981821 0.47445619 0.27117047] [-0.91278447] [ 0.71215546 0.46923451 0.67019859 0.29539664 0.52134607 0.36449709 0.47957055 0.66208729 0.5679102 0.42824722] [ 0.22351582] [ 0.44463293 0.59868582 0.40627229 0.65316725 0.2559091 0.36213311 0.37105941 0.67590518 0.49365551 0.38481988] [-0.55659924] [ 0.66224265 0.3215218 0.68233682 0.33563534 0.53664434 0.41582264 0.47886995 0.46923566 0.3984491 0.3530885 ] [-0.10220991] [ 0.37586374 0.30752076 0.633791 0.36768473 0.555955 0.52329009 0.43132081 0.38596843 0.33724841 0.44590777] [ 1.54547791] [ 0.76132084 0.53009167 0.5781778 0.23282259 0.39613567 0.26706963 0.48694292 0.74686722 0.52065653 0.34197598] [-0.06711743] [ 0.19906726 0.52588831 0.41452101 0.69385157 0.51470175 0.62226025 0.37833877 0.27340071 0.4017608 0.54629934] [ 1.10830802] [ 0.52190014 0.47081134 0.51130688 0.30164284 0.57037937 0.39387253 0.45711655 0.58161885 0.39923008 0.50448634] [-0.383967] [ 0.5532895 0.69431616 0.45316608 0.54407979 0.30452536 0.41986179 0.42074397 0.65594387 0.52922937 0.37784796] [-0.3116188] [ 0.49049981 0.56744184 0.52259888 0.52263914 0.33420176 0.36641962 0.39652465 0.63016439 0.46252087 0.34860347] [-1.46334331] [ 0.82161926 0.6109972 0.63122221 0.30489759 0.38103166 0.36315828 0.60013057 0.76119603 0.51979235 0.38152373] [ 0.2022935] [ 0.43149261 0.67144612 0.39123188 0.67958944 0.36447211 0.59234965 0.5109534 0.65173301 0.4721994 0.39606419] [-0.79248386] [ 0.5769911 0.73209936 0.39788974 0.59701329 0.4760601 0.57426748 0.49856693 0.61077412 0.48601048 0.48956618] Progress: 12.9% ... Training loss: 0.596 ... Validation loss: 1.079[ 0.48246271] [ 0.73593057 0.60390287 0.60383633 0.34527625 0.5282757 0.29586183 0.49059725 0.64214153 0.55862178 0.38351304] [-0.5928679] [ 0.51219433 0.72936286 0.4775411 0.41187074 0.37949738 0.36508037 0.44665324 0.56655577 0.65270814 0.51519777] [-1.08499896] [ 0.56853447 0.55121511 0.48202704 0.53279585 0.42895663 0.3127322 0.45928914 0.60400371 0.3490088 0.33442551] [-0.0796421] [ 0.54055998 0.45865211 0.60239669 0.32459265 0.51075798 0.43595068 0.4060611 0.59275063 0.36175884 0.44038009] [-0.68497576] [ 0.63299259 0.72650822 0.5317435 0.5851413 0.39454137 0.5060848 0.46243433 0.61290167 0.51306845 0.63374301] [-0.18415398] [ 0.47063202 0.58023021 0.47634339 0.65110878 0.28643894 0.4003472 0.3294439 0.54537262 0.39705681 0.41489668] [-0.62901682] [ 0.61082045 0.75923404 0.50423619 0.64843821 0.44920495 0.53421325 0.52080804 0.59029238 0.65897263 0.46710482] [-0.15206872] [ 0.6719323 0.53920861 0.61999017 0.35748103 0.49360133 0.31231427 0.4158345 0.73303764 0.40606765 0.39416557] [-0.07166279] [ 0.47685219 0.77266294 0.46968613 0.7321568 0.45441032 0.56811937 0.47309794 0.58547569 0.64842238 0.5941681 ] [ 0.53653604] [ 0.45634115 0.67141622 0.36212082 0.42778315 0.35134827 0.57773238 0.4280323 0.47811331 0.63691879 0.50067214] [ 1.75574352] [ 0.55452686 0.74741376 0.45188305 0.54091035 0.3254973 0.3975641 0.51808492 0.75638878 0.53377065 0.51516144] [-0.6419672] [ 0.45773221 0.69779571 0.38017233 0.63552024 0.29982328 0.48978307 0.43468381 0.59558577 0.62504651 0.41378043] [ 0.19919567] [ 0.65213035 0.63663096 0.5531238 0.40639775 0.3753694 0.30651667 0.55665694 0.60420258 0.59128406 0.4648296 ] [ 0.57658319] [ 0.545315 0.62480132 0.45056166 0.65108742 0.22709139 0.31656202 0.35759439 0.52935543 0.57549772 0.32829359] [ 0.85939733] [ 0.62980328 0.46279615 0.56963691 0.51551844 0.46776235 0.30747249 0.48484093 0.62779662 0.53173987 0.25459583] [ 0.16205508] [ 0.26357027 0.64392968 0.35860132 0.568837 0.43088245 0.68142004 0.329029 0.50055065 0.46031191 0.59004044] [ 0.59732825] [ 0.27835521 0.4466271 0.5740687 0.54490153 0.54193536 0.64945236 0.42900412 0.31760804 0.48152271 0.56729299] [ 0.88313243] [ 0.81823495 0.58137276 0.65093149 0.32096416 0.37111795 0.21806411 0.56088433 0.76978085 0.48788762 0.25173011] [-0.79213907] [ 0.45163354 0.65957062 0.36680024 0.60202535 0.34632676 0.29990681 0.35467937 0.54407315 0.56437033 0.46297922] [-0.91707234] [ 0.61870949 0.55329353 0.55117639 0.3782838 0.40153196 0.43894521 0.37007981 0.60214147 0.40768253 0.4664608 ] [-0.62630504] [ 0.56481224 0.74275069 0.54630563 0.56707925 0.45293517 0.59280684 0.55039864 0.60608907 0.63119627 0.56759216] [-0.94209316] [ 0.69753311 0.52470055 0.47897103 0.65282368 0.37890707 0.32512369 0.46829645 0.68447083 0.3728109 0.5661641 ] [ 1.14700883] [ 0.38514793 0.52361062 0.49902028 0.4212699 0.4485276 0.64733076 0.50902438 0.50744271 0.3236132 0.42355914] [ 0.67419973] [ 0.73532399 0.59190379 0.51366417 0.38062811 0.34733175 0.37416488 0.53940171 0.71260371 0.44711974 0.35239669] [-0.30106932] [ 0.56754085 0.431448 0.56782129 0.30573747 0.45307545 0.52759576 0.38098739 0.66738705 0.45579463 0.39419199] [-0.21160972] [ 0.40155601 0.54228834 0.50585356 0.57559496 0.42903704 0.67349134 0.33245788 0.48493157 0.43163141 0.55120383] [ 0.71485443] [ 0.8517914 0.62919638 0.63247659 0.34123703 0.31946029 0.18779731 0.57591189 0.81276127 0.54274501 0.22757055] [ 0.26453407] [ 0.33798675 0.53822507 0.43557992 0.66127394 0.3672773 0.599064 0.4190045 0.47114337 0.45211725 0.50143079] [-0.43276017] [ 0.43059264 0.67057689 0.34564385 0.66807452 0.32490584 0.42002521 0.299155 0.42858974 0.55154881 0.44308404] [ 0.7855922] [ 0.4014588 0.57328749 0.45918943 0.44754274 0.44929576 0.59508742 0.41206362 0.52061805 0.58953812 0.43422259] [ 0.77070375] [ 0.82999709 0.59523798 0.51866578 0.33913784 0.32215558 0.11643985 0.48760486 0.61337889 0.60541307 0.18762111] [ 0.00354651] [ 0.27293393 0.55996495 0.59274161 0.54892637 0.47528618 0.72710143 0.39695998 0.37692844 0.40343448 0.65986637] [ 2.59962928] [ 0.83045175 0.54606231 0.58979907 0.34709504 0.37349155 0.14614094 0.62162454 0.79990303 0.52352072 0.23824755] [ 1.47780757] [ 0.63746746 0.36395856 0.57329075 0.26727346 0.46296593 0.40544757 0.60183326 0.64298829 0.40486399 0.33329445] [-0.36646997] [ 0.64398871 0.65895541 0.50530979 0.4879316 0.46548731 0.52619029 0.46310128 0.62383712 0.51943398 0.54165249] [ 0.17984422] [ 0.32675942 0.47783246 0.66164241 0.4073841 0.54600171 0.67154932 0.40105366 0.40188516 0.49393131 0.64309409] [-0.03615583] [ 0.3719288 0.48973482 0.44017045 0.37997483 0.44542155 0.55613781 0.39326205 0.59865697 0.42965122 0.3955752 ] [-0.27351454] [ 0.72316358 0.41701068 0.57852516 0.37329724 0.44185994 0.40212641 0.43739422 0.73713324 0.50544413 0.40614244] [ 0.25952292] [ 0.54568684 0.63888037 0.4960465 0.49891624 0.44000502 0.538182 0.57435077 0.62096907 0.45796645 0.58412195] [ 1.00936953] [ 0.69965654 0.67879719 0.58598447 0.33360729 0.33747606 0.30459853 0.4834313 0.66244892 0.69430131 0.4502525 ] [-0.49385755] [ 0.73819185 0.6856768 0.51205902 0.44457562 0.37544499 0.19640055 0.4327317 0.66764195 0.63853644 0.4199379 ] [-0.82573375] [ 0.6144582 0.39783889 0.63864475 0.34338475 0.51614087 0.46982251 0.47495142 0.55786478 0.40764296 0.39357347] [ 0.65467934] [ 0.61936857 0.58964299 0.4967338 0.40359438 0.31134919 0.28701198 0.45766895 0.56125461 0.57910959 0.35264904] [-0.57265303] [ 0.59855417 0.70002071 0.46095019 0.46686038 0.41302156 0.50881965 0.49762833 0.64218047 0.53018197 0.51450901] [-0.00842566] [ 0.3581279 0.59990452 0.42661532 0.62155334 0.49326676 0.69665663 0.3612156 0.58328557 0.55812483 0.56200267] [ 2.73670878] [ 0.76190002 0.71965839 0.46076627 0.4663606 0.3163597 0.3156462 0.54063053 0.80030289 0.53824579 0.37216236] [ 0.90237944] [ 0.73714349 0.65652856 0.59208137 0.46665333 0.53172514 0.2992 0.40813119 0.66779171 0.59456032 0.36922766] [ 2.92215768] [ 0.6320017 0.73210701 0.38456167 0.53934322 0.28953881 0.32776979 0.52808678 0.76264161 0.61866352 0.29206118] [ 1.15021056] [ 0.30745482 0.54203956 0.50969368 0.49636255 0.52886974 0.6654071 0.43516484 0.48830208 0.5147001 0.60156596] [-0.09950743] [ 0.36971132 0.32026498 0.65151052 0.35610452 0.58902946 0.63687767 0.37662594 0.46902655 0.25240375 0.56212746] [-0.09085018] [ 0.36738862 0.69019808 0.44182832 0.58452035 0.51059467 0.64907836 0.37766061 0.43641715 0.45652999 0.72024391] [-0.24870638] [ 0.56386291 0.60958321 0.50427653 0.56525837 0.26722481 0.42135517 0.36925929 0.50640559 0.51028409 0.44506219] [ 1.35016149] [ 0.60282632 0.73171866 0.46234505 0.66087876 0.44850722 0.42273003 0.45185522 0.66342188 0.6164035 0.55990138] [-0.00226972] [ 0.26073199 0.47226666 0.49030162 0.65708462 0.39741027 0.77566689 0.33719884 0.40641176 0.47571762 0.52855333] [-0.91238391] [ 0.53760878 0.67479554 0.48717063 0.65107784 0.23766798 0.38691481 0.35678018 0.51792549 0.52939831 0.37517243] [ 1.38862409] [ 0.55919531 0.61425106 0.52280564 0.54980341 0.33249694 0.38774305 0.37670125 0.68897362 0.53672525 0.40646729] [-0.37200136] [ 0.63023732 0.71270145 0.47689419 0.41474877 0.41961681 0.46515056 0.51783766 0.71154312 0.49075627 0.5669482 ] [ 0.39009714] [ 0.55933488 0.47784013 0.46959638 0.60970512 0.26703743 0.29745869 0.40960715 0.62574546 0.41176642 0.22713876] [ 0.20083824] [ 0.49203084 0.74412725 0.38218029 0.56079426 0.30443904 0.30793235 0.38848774 0.62951181 0.56978163 0.4614252 ] [ 0.01924539] [ 0.33777236 0.77828934 0.33209418 0.76713683 0.32293259 0.61445305 0.44770771 0.63802478 0.58107334 0.76684113] [ 0.16911164] [ 0.53409799 0.20610696 0.7158082 0.20624869 0.58950706 0.55027524 0.43663913 0.4796475 0.22550588 0.43372653] [ 0.02209411] [ 0.56779323 0.55831866 0.51337188 0.50705104 0.30197021 0.22464298 0.49487457 0.65945399 0.45514494 0.32809105] [-0.38109111] [ 0.84527091 0.67684515 0.4819378 0.33114575 0.28345149 0.1176993 0.47422261 0.79120113 0.58416446 0.28755024] [-0.06489479] [ 0.38512533 0.45540706 0.59132582 0.4487889 0.62494244 0.71905051 0.36958968 0.4576127 0.40294402 0.60837049] [ 0.13905551] [ 0.28568718 0.41861633 0.4504879 0.64547841 0.42547493 0.75199845 0.42126574 0.61927797 0.5036369 0.47844795] [-0.83000082] [ 0.62282888 0.59182521 0.54062817 0.62615988 0.53896897 0.42637829 0.50356405 0.56341909 0.61018339 0.32277608] [-0.87289587] [ 0.44150752 0.59470961 0.38889072 0.62250584 0.31878766 0.53422595 0.49401661 0.72317256 0.48254015 0.31396586] [-0.19147853] [ 0.52116631 0.50845092 0.49133031 0.63679002 0.48268659 0.39190898 0.40069366 0.61454946 0.51161617 0.34311631] [ 1.51101894] [ 0.53024208 0.59200847 0.39282873 0.62556021 0.32896364 0.34558453 0.40160056 0.54089359 0.48997108 0.38569412] [-0.07033324] [ 0.31467402 0.59333785 0.38037379 0.61457568 0.45357663 0.85081774 0.37006809 0.64330026 0.51985785 0.58825179] [ 0.1520258] [ 0.61566099 0.58750205 0.40795939 0.50060489 0.37855043 0.52124421 0.46582295 0.65454054 0.42618755 0.42522655] [-0.15811008] [ 0.78670326 0.61413209 0.61613141 0.32228128 0.39582718 0.40216323 0.58970834 0.7309248 0.62067038 0.38601832] [-0.54023878] [ 0.55792487 0.75987148 0.48288267 0.7126088 0.40528642 0.52801283 0.33306828 0.57832948 0.58375827 0.51537088] [-0.57536046] [ 0.43553182 0.78166876 0.32277105 0.59810436 0.38060449 0.44383596 0.39148996 0.53723906 0.68328838 0.53148101] [-0.56524195] [ 0.59287516 0.22246642 0.641486 0.2690193 0.51932509 0.40537397 0.45755633 0.51095403 0.22830011 0.28541289] [ 0.03966606] [ 0.41969421 0.67205968 0.42240009 0.65971055 0.44465872 0.44805991 0.41966762 0.56881039 0.645892 0.39403842] [-0.04884098] [ 0.69073105 0.69031864 0.49668331 0.39350826 0.35329415 0.3968999 0.55510175 0.73644603 0.5201839 0.46237446] [ 0.98881841] [ 0.63948062 0.57306583 0.51654308 0.51511189 0.25133935 0.34536507 0.39424659 0.61689524 0.52814226 0.37260419] [-0.67607322] [ 0.45244872 0.77227719 0.34926767 0.58103092 0.33059527 0.44217264 0.35110256 0.62476115 0.54558284 0.5565799 ] [ 0.17847893] [ 0.66081369 0.64154795 0.45745243 0.60403673 0.25617331 0.17896727 0.46791363 0.65151776 0.54616684 0.38903089] [ 0.16136282] [ 0.41728974 0.65414194 0.40310237 0.60814615 0.46105337 0.55997629 0.37105245 0.60482507 0.67497058 0.55336809] [ 1.64430809] [ 0.63428305 0.54384799 0.40361979 0.51467564 0.25216698 0.16276588 0.49997236 0.66355619 0.4710368 0.40286461] [ 0.24982816] [ 0.25003459 0.72910037 0.34764741 0.55973627 0.47444443 0.7549392 0.26402981 0.34328717 0.44950363 0.75104066] [ 0.98607604] [ 0.69827361 0.55513754 0.49462041 0.39090636 0.41133392 0.27175346 0.59598264 0.65384718 0.55331102 0.27525569] [-0.62600806] [ 0.79492732 0.41649529 0.58004001 0.46677002 0.40306342 0.34196617 0.49761866 0.70895735 0.40255418 0.4190908 ] [-0.09772734] [ 0.60026438 0.67028933 0.50052369 0.59505361 0.46406064 0.61247812 0.45463301 0.70449672 0.50567927 0.41357047] [-0.63211818] [ 0.54676029 0.71560485 0.37625625 0.53335164 0.3674349 0.45159216 0.40248381 0.53484532 0.5233011 0.49410139] [ 0.26306253] [ 0.73373119 0.58556417 0.51881707 0.2584951 0.38989352 0.24204684 0.43975301 0.68262231 0.54848551 0.33566082] [ 0.46820937] [ 0.16223647 0.45362896 0.63210082 0.53626707 0.54780705 0.82943732 0.35173447 0.21153103 0.40769472 0.72114908] [-0.70664315] [ 0.5708027 0.61319182 0.46513504 0.59367981 0.26259993 0.34543154 0.37152568 0.56806376 0.53216223 0.41347223] [-0.1461103] [ 0.56460247 0.53590092 0.55169458 0.39971896 0.44318348 0.36330842 0.42164116 0.48596955 0.37585571 0.50492278] [ 0.98881841] [ 0.63948062 0.57306583 0.51654308 0.51511189 0.25133935 0.34536507 0.39424659 0.61689524 0.52814226 0.37260419] [-0.17070192] [ 0.5239591 0.58191352 0.58187684 0.33511772 0.51289447 0.52308717 0.4847404 0.39385209 0.43597803 0.52746451] [-0.53616323] [ 0.50974566 0.36621403 0.65334653 0.29956838 0.57178164 0.59496955 0.42400051 0.51155569 0.32235335 0.56582344] [-1.01208256] [ 0.7637574 0.62690186 0.49866678 0.41676156 0.2074855 0.28449815 0.47391898 0.67477103 0.51593014 0.329974 ] [ 0.00642931] [ 0.28633609 0.51181535 0.5060519 0.52346462 0.39097286 0.72284137 0.38827341 0.45476123 0.37332003 0.55282944] [-0.3283787] [ 0.62135414 0.29939952 0.70047142 0.27352121 0.53384134 0.3685804 0.43062213 0.66437598 0.43200887 0.36401229] [ 0.46704382] [ 0.47059079 0.5382335 0.61668697 0.46720929 0.4831933 0.55601544 0.44229397 0.57810382 0.57945111 0.56778984] [ 1.1419439] [ 0.47663558 0.46878983 0.4426751 0.45649922 0.40853018 0.2188383 0.37828875 0.49539446 0.51965371 0.24837601] [ 0.28873566] [ 0.88568996 0.64131305 0.61396518 0.38611948 0.38696481 0.17647721 0.65028594 0.76162055 0.60690535 0.24200156] [ 0.29583668] [ 0.37286035 0.30976833 0.74091209 0.4084776 0.54676174 0.63627632 0.46241782 0.40921356 0.39411965 0.52047766] [-0.71321145] [ 0.46204667 0.52241404 0.44838245 0.5729682 0.40272944 0.45221628 0.39242751 0.56533955 0.53402864 0.34655454] [-0.27010316] [ 0.74392961 0.68637983 0.55409505 0.525574 0.40308047 0.35473985 0.41509734 0.7685403 0.65898171 0.40587095] [ 0.62111987] [ 0.2253402 0.52833878 0.46463944 0.57413149 0.48137578 0.75558867 0.40359522 0.34568067 0.51151674 0.60416396] [-0.01745231] [ 0.25630204 0.52610143 0.4343712 0.58047148 0.46954494 0.55910277 0.41024827 0.4171674 0.51093464 0.4810495 ] [-0.02141539] [ 0.33743595 0.63249662 0.50539203 0.6343663 0.54573347 0.77437449 0.4017674 0.49429693 0.56931719 0.63401492] [ 0.39578931] [ 0.2194834 0.62032024 0.40205373 0.61638895 0.46127597 0.71862141 0.3948174 0.35519305 0.5018195 0.48268194] [-0.79467621] [ 0.5078534 0.67522356 0.46327766 0.67772029 0.29504096 0.4168682 0.3711115 0.47344269 0.58464066 0.41449803] [ 0.42765724] [ 0.18504277 0.6737457 0.44133278 0.66667619 0.58355243 0.72735847 0.34621377 0.22723174 0.39365476 0.76922943] [ 0.31502238] [ 0.18603947 0.5494934 0.55075071 0.6747512 0.4503346 0.74901614 0.42674293 0.36355187 0.4636424 0.68479115] [-0.33516094] [ 0.73217584 0.65884674 0.50977547 0.28593835 0.31653323 0.21189424 0.45519453 0.77872657 0.48782945 0.34167262] [-0.28859769] [ 0.59495492 0.53905881 0.57049469 0.26122069 0.53930545 0.5073418 0.42698463 0.57250856 0.51558242 0.53294416] [-0.66472912] [ 0.51570507 0.75429031 0.46183584 0.46806736 0.39505006 0.52312799 0.43304744 0.60228299 0.68897977 0.58252811] [-0.14927589] [ 0.55713954 0.39712362 0.65497498 0.4407447 0.40621423 0.41257442 0.52012883 0.56456099 0.4374814 0.365482 ] [ 0.09471625] [ 0.59909435 0.59613075 0.50961948 0.4931976 0.35786989 0.26715335 0.45729674 0.62097865 0.52331573 0.41396831] [-0.51592798] [ 0.46262102 0.56468747 0.54042636 0.55280189 0.33860585 0.56083386 0.42350957 0.54226569 0.48443363 0.51949113] [ 0.31301326] [ 0.23549805 0.53198815 0.519235 0.64750107 0.52628863 0.68663994 0.36778949 0.37581617 0.59097399 0.63301281] [-0.215665] [ 0.61210988 0.60625312 0.49367844 0.56069447 0.48088623 0.5864218 0.44442115 0.6734505 0.5334878 0.38800733] [-0.64297579] [ 0.46508116 0.70824709 0.4457881 0.42734251 0.36375426 0.57769601 0.5087455 0.52961818 0.72470296 0.54743349] [-0.00080036] [ 0.32397027 0.64301566 0.48738542 0.71618067 0.38671974 0.70280248 0.34783417 0.40586459 0.55235891 0.56779292] [ 1.56231313] [ 0.58005525 0.46586966 0.6011797 0.348183 0.43789343 0.43112845 0.38053767 0.52593416 0.38452259 0.41971584] [ 0.00722249] [ 0.4327996 0.50130341 0.54913151 0.3549063 0.46800512 0.59431875 0.46937262 0.43415315 0.5594697 0.46625519] [-0.69525011] [ 0.49086177 0.47357877 0.57393321 0.44503935 0.46367503 0.53452357 0.40517389 0.55433492 0.48339348 0.4911442 ] [ 1.39778563] [ 0.67511005 0.69357303 0.4707536 0.43793066 0.29651006 0.32819461 0.56091994 0.76419501 0.58366502 0.29141917] [-0.08674182] [ 0.43837479 0.45600438 0.61409462 0.29065027 0.53469134 0.6058683 0.45097242 0.37603783 0.30695928 0.57674026] [ 0.38321606] [ 0.77519981 0.65605421 0.59015831 0.47071507 0.38959444 0.29081862 0.46549867 0.80930061 0.6858809 0.33472586] [-0.3786027] [ 0.82834213 0.68917359 0.52684532 0.30234784 0.26555652 0.17219077 0.55719158 0.72607767 0.63223659 0.36418139] [-0.36470855] [ 0.51348173 0.22125093 0.70642001 0.36850929 0.59565965 0.35941444 0.46353484 0.40156605 0.23627749 0.35639716] Progress: 13.1% ... Training loss: 0.575 ... Validation loss: 0.961[ 1.49800597] [ 0.6875833 0.66397716 0.55732744 0.54231477 0.38581906 0.42389937 0.4704137 0.77156246 0.53325514 0.43576398] [-0.07496731] [ 0.49471619 0.26008003 0.66790131 0.55069232 0.382505 0.53945923 0.44556815 0.60753333 0.32065929 0.34034056] [-0.5964556] [ 0.71755614 0.58937292 0.60118335 0.31185126 0.45185028 0.47373905 0.5589508 0.71349274 0.6522432 0.42130617] [-0.51690517] [ 0.53496638 0.6475834 0.51768701 0.51330566 0.60776413 0.64002858 0.36151831 0.56807556 0.42109082 0.66681393] [-0.17104505] [ 0.33350825 0.54422487 0.55879168 0.50016526 0.50576235 0.65166687 0.39678386 0.38288716 0.42284897 0.62857211] [-0.2604344] [ 0.33337427 0.3794887 0.60346741 0.47811851 0.48858401 0.58984489 0.40146482 0.46951242 0.37524703 0.4787829 ] [-1.09098657] [ 0.62017435 0.58832517 0.49860994 0.4126891 0.33174819 0.27181311 0.41542888 0.68089717 0.51980564 0.32987754] [-1.07354615] [ 0.58348212 0.73299228 0.39516602 0.57813769 0.28735241 0.43136528 0.38759663 0.63738278 0.59300337 0.51946912] [-0.00460114] [ 0.29687905 0.40591841 0.48350012 0.64903101 0.44520556 0.60661332 0.36803566 0.30902502 0.38626546 0.39537593] [-0.39966388] [ 0.71537569 0.42577987 0.62623759 0.34113115 0.51177672 0.25329727 0.56935438 0.6587857 0.44390555 0.22831559] [ 0.46718578] [ 0.63154162 0.71413723 0.49791385 0.47671899 0.30837351 0.273179 0.44336045 0.64176988 0.60887624 0.41367351] [-0.66003404] [ 0.53355098 0.30341803 0.69262881 0.34372299 0.60587801 0.4421637 0.52716845 0.51327819 0.33594758 0.44683018] [-0.44068757] [ 0.63978758 0.61342597 0.54125722 0.48720902 0.46472514 0.41436414 0.49148248 0.61178274 0.38405168 0.53138589] [-0.63979148] [ 0.82175844 0.58782874 0.54700071 0.33587047 0.28442289 0.19775555 0.50521899 0.68593721 0.51631774 0.36492982] [ 0.3974459] [ 0.60579171 0.43990454 0.5330988 0.46888076 0.41331584 0.3387688 0.49946925 0.61772219 0.50959302 0.33828734] [ 0.27449597] [ 0.55723124 0.57585553 0.53098914 0.52446091 0.37524109 0.33090777 0.32103076 0.56251564 0.52793063 0.39461925] [-0.50511212] [ 0.43330152 0.49125803 0.41893892 0.66738387 0.49871786 0.60373965 0.42432684 0.54084707 0.31237017 0.55306311] [-0.17251696] [ 0.30050616 0.71109679 0.40951601 0.68624542 0.39823182 0.69179057 0.39243823 0.53254584 0.46731437 0.69886927] [-0.2842929] [ 0.79631056 0.41736843 0.59133728 0.43188235 0.46556579 0.30203001 0.45912305 0.73082385 0.46385881 0.27881141] [-0.01419721] [ 0.35990292 0.66474694 0.43264233 0.41126065 0.49845324 0.70267169 0.40953883 0.37551025 0.44047725 0.68235101] [ 0.77115049] [ 0.63853533 0.53807108 0.63708204 0.4409384 0.55920133 0.39651232 0.41443161 0.58064893 0.38832293 0.40605774] [-0.89401863] [ 0.48067106 0.71733539 0.41669069 0.59942348 0.34252073 0.36557298 0.41964506 0.51523805 0.45474589 0.53964612] [ 1.20309474] [ 0.65287889 0.46798444 0.6152413 0.2559402 0.5326512 0.36706635 0.68178903 0.61699746 0.53316892 0.29895419] [-0.08791384] [ 0.40462197 0.42474723 0.53605625 0.40037591 0.53716366 0.5749383 0.33768024 0.47470949 0.36126882 0.4351795 ] [-0.16694793] [ 0.7503906 0.76711842 0.39934689 0.494727 0.29312184 0.13749426 0.40230723 0.73110278 0.62445701 0.46325809] [ 0.15916161] [ 0.16675945 0.38670081 0.63077039 0.5341448 0.60973781 0.80327726 0.42635382 0.19776274 0.39868087 0.62633885] [ 0.20074706] [ 0.78719134 0.57203246 0.54470617 0.41477091 0.27793001 0.19279314 0.47745738 0.66868256 0.52942569 0.35020471] [ 1.4162982] [ 0.31186037 0.70708772 0.42152571 0.65559394 0.4715599 0.76717382 0.35774072 0.5287325 0.56258466 0.63604065] [ 0.56014718] [ 0.18330424 0.51147786 0.55916496 0.63482028 0.52113374 0.81111018 0.44594058 0.36084842 0.51031316 0.6400801 ] [-0.49494038] [ 0.45488046 0.48994623 0.57342689 0.53955058 0.41574082 0.58757929 0.44278267 0.56745498 0.33336903 0.44286288] [-0.19967869] [ 0.4051524 0.39074989 0.65768966 0.38902208 0.48893662 0.67521311 0.4421559 0.42830266 0.44964778 0.53626603] [-0.97364408] [ 0.7131885 0.52784872 0.57869823 0.35640835 0.3806168 0.26288724 0.55804743 0.6471144 0.69272717 0.29753443] [-1.15979319] [ 0.53026856 0.61515407 0.41931774 0.51916376 0.39365281 0.35082033 0.32840738 0.65537791 0.47331921 0.42958221] [ 1.07396924] [ 0.57060545 0.57047624 0.50279596 0.46403279 0.35553932 0.32102032 0.4990548 0.68717322 0.49827702 0.28781464] [-0.30339924] [ 0.33281316 0.48186163 0.51471086 0.45125401 0.53628143 0.6820552 0.41431844 0.4471439 0.3743457 0.50873314] [-0.48211583] [ 0.52674298 0.49736389 0.51129206 0.45029666 0.3626637 0.26965622 0.57177821 0.63198005 0.47585982 0.23576059] [-0.29376401] [ 0.30506312 0.55391865 0.46683674 0.71575603 0.36973913 0.74270478 0.37646165 0.45621844 0.41660089 0.50874406] [ 0.19294736] [ 0.30836272 0.56656506 0.59029976 0.49518084 0.47036436 0.74062712 0.41416077 0.39885865 0.38767302 0.66990401] [-0.74222858] [ 0.57050999 0.77766248 0.49577428 0.49718235 0.50991794 0.49072515 0.52234019 0.511037 0.52758864 0.62277456] [-0.10089887] [ 0.34918544 0.56314681 0.53800043 0.61415027 0.55738564 0.75239805 0.43581958 0.38121839 0.39250272 0.6649438 ] [-0.06207389] [ 0.71710785 0.53954941 0.54167739 0.45049313 0.48434755 0.2411705 0.4961601 0.64066716 0.56643652 0.3618544 ] [ 0.07635908] [ 0.54138668 0.7688052 0.48962874 0.58070125 0.26818648 0.36187151 0.41577057 0.58137486 0.66667866 0.50879647] [-0.54350855] [ 0.45559836 0.66470663 0.5097251 0.6123462 0.44238845 0.58731706 0.48201809 0.46619624 0.61420737 0.55296565] [-0.81168713] [ 0.5672531 0.68017247 0.34983852 0.74759426 0.4331276 0.35343705 0.4605802 0.58823025 0.41671668 0.69266708] [-0.32556613] [ 0.48762287 0.60451693 0.57629997 0.41084079 0.42676992 0.64982559 0.44573763 0.4720699 0.57024924 0.5950034 ] [-0.64707898] [ 0.57285694 0.67817362 0.43711846 0.70117025 0.36192744 0.62165639 0.45182716 0.60951494 0.53270523 0.53971868] [-0.95081125] [ 0.6779893 0.62851662 0.45788882 0.48056335 0.46304214 0.31146743 0.47289847 0.6747486 0.44274798 0.52275861] [-0.54890675] [ 0.40246921 0.54523213 0.47435725 0.53144939 0.3498607 0.3809585 0.42442984 0.55745442 0.50681694 0.31721867] [-0.31367207] [ 0.7382792 0.44528819 0.5666386 0.28599787 0.33904945 0.13314336 0.49926441 0.75951808 0.61931177 0.17581934] [ 0.07754364] [ 0.41864198 0.7519843 0.40752794 0.71228807 0.42942809 0.55137368 0.3201862 0.56273442 0.68687704 0.50820235] [-0.19248206] [ 0.2952982 0.52480467 0.35793845 0.66225722 0.45548427 0.72717245 0.35899059 0.44375894 0.48499923 0.42103889] [-0.68135095] [ 0.40006937 0.71028411 0.33835156 0.64991067 0.45601925 0.55961245 0.42171223 0.54658235 0.55082532 0.43832106] [ 2.25816245] [ 0.74781463 0.55750304 0.56716045 0.38668817 0.33021043 0.26478551 0.4796412 0.80857238 0.51848724 0.30755583] [-0.80609607] [ 0.85051425 0.59325581 0.65709578 0.24241213 0.43019781 0.30570548 0.63201677 0.69317725 0.49547899 0.31913608] [-0.59728858] [ 0.38805278 0.57855517 0.58741039 0.49938295 0.42334669 0.6440108 0.46932584 0.51938263 0.37408308 0.48562706] [-0.60330084] [ 0.44689933 0.5440099 0.42655588 0.56185803 0.34997774 0.32696642 0.36641053 0.54284371 0.52393162 0.32743966] [-0.05541295] [ 0.27465512 0.39017674 0.54098102 0.53395628 0.48138231 0.74815357 0.395107 0.42337773 0.42434198 0.5563499 ] [-0.18501055] [ 0.47952011 0.5815665 0.47229783 0.66654011 0.41060543 0.53094955 0.52216263 0.63599966 0.54821016 0.35076428] [-0.35181525] [ 0.50624501 0.57017143 0.36911513 0.63409403 0.27610919 0.40035862 0.35428358 0.58092524 0.56458575 0.34155415] [ 0.10826742] [ 0.2570509 0.55523292 0.56748375 0.68616012 0.47208735 0.79947077 0.34289255 0.29075739 0.42220451 0.66939435] [ 1.62175153] [ 0.82851927 0.5020231 0.56325687 0.2641033 0.23901174 0.13085503 0.52097499 0.76125923 0.54335758 0.18148759] [-0.57532575] [ 0.54894279 0.66249827 0.60021518 0.39432799 0.4968155 0.56153247 0.5465829 0.54019083 0.58389422 0.57051911] [ 0.70914672] [ 0.38190032 0.67361259 0.37272359 0.64815388 0.50091882 0.69281291 0.47007384 0.50948665 0.45417152 0.67709406] [-0.10379934] [ 0.710346 0.66595108 0.45264 0.41435112 0.29687557 0.17610867 0.40014714 0.68122732 0.49710699 0.38113805] [-0.43929282] [ 0.80100748 0.5895051 0.4301657 0.38961137 0.24403367 0.28620249 0.40985551 0.70439375 0.49923628 0.27078825] [-0.20132367] [ 0.58577856 0.45439759 0.59440932 0.39842002 0.46362233 0.4080002 0.44302431 0.4522458 0.37483198 0.35577461] [ 0.13807433] [ 0.26325744 0.57065213 0.5037172 0.50819279 0.45524741 0.67756395 0.42388158 0.31320702 0.45827633 0.68331969] [ 0.62932818] [ 0.59377005 0.58661802 0.61713522 0.35746197 0.56844138 0.53190464 0.37985942 0.60964305 0.38159094 0.52870727] [ 0.04817707] [ 0.32180144 0.63573591 0.42201491 0.71347923 0.40961425 0.73154145 0.38442897 0.37488234 0.45471484 0.61839629] [-0.4513232] [ 0.3180341 0.5460302 0.55113296 0.44845144 0.46768664 0.68548753 0.51430885 0.52314737 0.46636879 0.53588913] [-0.74884254] [ 0.42934568 0.52380141 0.41489394 0.40147183 0.50402438 0.53211351 0.42618581 0.46218617 0.38754997 0.41885618] [-0.74319496] [ 0.68191394 0.60385946 0.56125487 0.51425722 0.47180408 0.41382522 0.53443216 0.59323982 0.64369347 0.33860192] [-0.18810595] [ 0.24784451 0.60041962 0.44962915 0.70335245 0.47402193 0.68439569 0.3562105 0.37582536 0.58865188 0.55867984] [ 0.97863649] [ 0.86389993 0.56359852 0.58396376 0.23562801 0.29256621 0.14058604 0.56338654 0.70623639 0.57612694 0.22589233] [-0.14101892] [ 0.54414632 0.37952896 0.61397529 0.4162502 0.47756515 0.39829445 0.47733615 0.62415865 0.37510273 0.41127172] [-1.15118069] [ 0.90215039 0.70011702 0.57447526 0.38119454 0.35316703 0.17158024 0.60323086 0.79617336 0.64111819 0.27556931] [ 0.1816346] [ 0.43479048 0.68969226 0.49301392 0.54600052 0.47094399 0.67421998 0.39744139 0.57943284 0.53809193 0.60076181] [-0.07033551] [ 0.52631392 0.45887491 0.53950632 0.42989897 0.47244468 0.43312095 0.49421972 0.48584847 0.47698388 0.38729349] [ 0.12502414] [ 0.53344283 0.66799153 0.37812969 0.65351767 0.30589653 0.32903322 0.41024447 0.57654741 0.46291464 0.43266831] [ 0.83275912] [ 0.56186948 0.70975187 0.50996534 0.53999273 0.37261278 0.57658892 0.52204734 0.63539131 0.59907066 0.53725691] [-0.8791409] [ 0.71787343 0.1468028 0.69807605 0.35988775 0.35624562 0.22050849 0.50083021 0.65828734 0.19554987 0.13438423] [-0.26330162] [ 0.71006832 0.58846227 0.48453103 0.63866166 0.37449325 0.45258498 0.48521969 0.66543341 0.48325125 0.47771775] [ 0.90759372] [ 0.73152066 0.60686368 0.50637368 0.3810229 0.39692138 0.34060664 0.52811279 0.71321859 0.46614007 0.52619507] [-0.50617866] [ 0.5983351 0.47920638 0.60978666 0.38300145 0.45734248 0.46727374 0.39133508 0.61588999 0.51122348 0.43549412] [ 0.01786135] [ 0.27573064 0.66343372 0.45842642 0.7707383 0.37016895 0.74377336 0.32383364 0.3891662 0.56453939 0.59765508] [ 1.31538927] [ 0.31788271 0.61754175 0.46864023 0.61156053 0.51216293 0.75920995 0.35999418 0.50877889 0.48915063 0.60768689] [ 0.27062839] [ 0.34921716 0.51279578 0.42551642 0.54487666 0.47663988 0.52489801 0.45984795 0.4021598 0.49548136 0.39252145] [-0.24498373] [ 0.38101792 0.50254849 0.47818962 0.64215669 0.4970318 0.57529957 0.43748336 0.44763567 0.34927221 0.54849697] [-0.52697415] [ 0.66018915 0.56567083 0.42948511 0.41098503 0.37827387 0.30909834 0.45665848 0.69008168 0.37752404 0.37208123] [ 0.2943185] [ 0.63933585 0.71839753 0.49329531 0.63755033 0.37917247 0.38163504 0.48704677 0.72743398 0.60062954 0.43412805] [ 0.01889529] [ 0.44429568 0.60506007 0.53017667 0.67223342 0.46656017 0.54533108 0.40333074 0.51622527 0.53164968 0.40052052] [-0.10895081] [ 0.21870357 0.39858433 0.54235366 0.60321563 0.45862466 0.78672328 0.36542866 0.3364382 0.48074019 0.53024316] [-0.67143836] [ 0.65838907 0.32450225 0.6705652 0.25248104 0.48474267 0.40273044 0.49293683 0.66892805 0.4190928 0.29243403] [ 1.41177684] [ 0.89610293 0.78398053 0.55779873 0.3667823 0.30132265 0.15699932 0.64445887 0.85620812 0.70381144 0.22411875] [-1.54117346] [ 0.80934126 0.61521904 0.4850308 0.45066768 0.4165051 0.32773581 0.51170826 0.71781415 0.40453796 0.37609279] [ 1.39804374] [ 0.65160805 0.56269074 0.53725271 0.39621239 0.36853544 0.19783099 0.43892396 0.71449586 0.43416047 0.42292238] [ 0.05594731] [ 0.71067616 0.55644229 0.49230409 0.4391995 0.36250557 0.18861647 0.36754474 0.65261575 0.52199605 0.36735354] [-0.69937101] [ 0.45280174 0.37868106 0.48709583 0.52624815 0.47574461 0.62100967 0.49106003 0.59316796 0.31377509 0.43573522] [-0.66540068] [ 0.48851809 0.23885465 0.66613332 0.38852932 0.51091888 0.50972867 0.50943589 0.60138806 0.35931654 0.33378366] [-0.14718958] [ 0.32392874 0.64287636 0.48762591 0.71561491 0.38624301 0.70167627 0.34814746 0.40590798 0.55268553 0.56678347] [ 0.55019116] [ 0.55836998 0.31491368 0.64689088 0.36008094 0.48045471 0.37986724 0.46660046 0.51233967 0.3300382 0.32378901] [ 0.67023384] [ 0.60641184 0.25179579 0.69107051 0.32142222 0.54598709 0.42119729 0.35560828 0.48934647 0.33251609 0.35431328] [ 0.12646588] [ 0.74598874 0.70011757 0.55700127 0.26132764 0.5173893 0.3222714 0.43435094 0.67922939 0.60265832 0.41795853] [ 0.1743786] [ 0.57520739 0.51196625 0.59875241 0.5753611 0.51340125 0.57124856 0.4318603 0.60177875 0.5778708 0.45108464] [-0.27054128] [ 0.76356453 0.61421722 0.49045569 0.35998546 0.30121136 0.14344556 0.42350977 0.70801313 0.46877741 0.32899409] [-0.40520331] [ 0.40682881 0.59809744 0.42338429 0.57018574 0.39972105 0.61546687 0.54079291 0.66442629 0.45765373 0.47306684] [-0.51467478] [ 0.39752893 0.59634626 0.53387875 0.43845406 0.55912197 0.52120696 0.38333332 0.44449975 0.51491339 0.68440705] [-0.35320554] [ 0.68605778 0.71800678 0.38032891 0.45017912 0.24510507 0.38591991 0.43819166 0.61582299 0.56207649 0.43639914] [ 0.80056549] [ 0.20462087 0.41946094 0.56411967 0.6460127 0.44770194 0.69426474 0.30980713 0.31607571 0.51761407 0.51736665] [ 1.00650101] [ 0.35155828 0.76173984 0.34362693 0.66860447 0.24855682 0.52924456 0.41971875 0.55085615 0.57014196 0.54158107] [ 0.09538669] [ 0.16949806 0.52302232 0.47622749 0.6730311 0.49421734 0.75547268 0.4170123 0.26774192 0.42915685 0.64263096] [ 0.6466474] [ 0.63064479 0.58080331 0.54450584 0.44638465 0.28501095 0.26402263 0.40542817 0.61634076 0.48047514 0.37009095] [ 0.04471409] [ 0.42268187 0.65264612 0.35995766 0.60162521 0.29063846 0.63163461 0.4406365 0.67244427 0.48797977 0.46144147] [-0.38898475] [ 0.4699415 0.53454224 0.47201317 0.48975691 0.2999067 0.3360928 0.45997323 0.59285858 0.53406537 0.35359193] [-0.73050962] [ 0.60733917 0.69669829 0.48967894 0.50050354 0.41809336 0.60341175 0.4770642 0.58193532 0.44676402 0.61162171] [-0.43314935] [ 0.49644524 0.17660436 0.74564057 0.42277377 0.57727556 0.55741724 0.42741464 0.38466617 0.22336838 0.442751 ] [-1.08639724] [ 0.51997083 0.56099248 0.39369693 0.59804854 0.37165103 0.21237737 0.51196842 0.53493735 0.41252166 0.5756156 ] [-0.51649955] [ 0.67258518 0.49276044 0.66677068 0.24223819 0.54568256 0.54653055 0.43462495 0.617726 0.35281467 0.51270511] [-0.08826463] [ 0.58116991 0.63915497 0.49611627 0.55081836 0.27567976 0.29353838 0.5067358 0.60486388 0.57015565 0.41127625] [ 0.83766501] [ 0.26704698 0.66729947 0.45524782 0.53164266 0.43916044 0.69644886 0.37428387 0.40285248 0.57478781 0.66227724] [-0.73983775] [ 0.83103685 0.82113515 0.52553884 0.30906449 0.33901917 0.28220069 0.6098595 0.74987335 0.64245287 0.52658826] [ 0.04748749] [ 0.41222991 0.74149989 0.45517126 0.6199595 0.42021021 0.74650683 0.46270822 0.53222375 0.47362695 0.68892697] [-0.16265567] [ 0.27698961 0.76513458 0.31347584 0.67054595 0.47064993 0.6330988 0.42425996 0.52077643 0.66549845 0.56122556] [ 0.85348855] [ 0.80107223 0.51309825 0.56934885 0.40031641 0.23153629 0.24961882 0.47653934 0.78988607 0.48472274 0.25988298] [ 1.63407692] [ 0.77949009 0.53903761 0.56734163 0.25070442 0.26851981 0.13892965 0.47667946 0.71596878 0.46792981 0.22720327] [-0.07204415] [ 0.5510272 0.2507931 0.69573905 0.39624744 0.50669112 0.35192506 0.45432854 0.5685948 0.22934686 0.42573879] [-0.76106831] [ 0.42745022 0.68271944 0.34262689 0.6800522 0.39781027 0.56833562 0.43022522 0.60016678 0.5565581 0.45469657] [ 3.01502212] [ 0.7998329 0.51460945 0.55957093 0.27659769 0.30984853 0.1406706 0.50968064 0.71935184 0.47515426 0.20677781] Progress: 13.4% ... Training loss: 0.574 ... Validation loss: 0.995[-0.92856689] [ 0.71004236 0.70449365 0.43728276 0.52501211 0.23704331 0.19526181 0.45177276 0.62264911 0.65592006 0.25526072] [-0.89723684] [ 0.47552325 0.68674845 0.40521214 0.59729594 0.29067928 0.37151344 0.45214466 0.46742738 0.67063031 0.52640245] [ 0.00866144] [ 0.3987556 0.45537214 0.60605079 0.38473859 0.56488302 0.62221246 0.43132045 0.31153267 0.33365584 0.55571437] [-0.03991959] [ 0.37931432 0.67458657 0.42454278 0.65386949 0.50119774 0.70927714 0.44745657 0.5900482 0.68223096 0.5145026 ] [-0.17517083] [ 0.61067301 0.52752487 0.53989106 0.37772573 0.44410451 0.55354484 0.45614267 0.64152333 0.4941088 0.40115139] [ 0.24223188] [ 0.86348598 0.56950283 0.55140971 0.42293957 0.37630947 0.12785453 0.53626644 0.84134688 0.56037631 0.38761071] [ 0.53855477] [ 0.50530904 0.57382411 0.55757672 0.4047296 0.43889414 0.41557334 0.42704935 0.43039152 0.52229318 0.45745083] [ 1.72653727] [ 0.71446224 0.53159652 0.54418294 0.35716822 0.33119054 0.14817959 0.48920465 0.67424259 0.4397676 0.32984921] [-0.07015703] [ 0.25543839 0.20977236 0.70964062 0.41226028 0.61167178 0.70596225 0.40932904 0.2388661 0.23030891 0.50621763] [ 1.10103651] [ 0.37988133 0.66461439 0.40155531 0.57639309 0.33539405 0.4424507 0.48062795 0.67996841 0.56102675 0.40445302] [ 0.00655344] [ 0.67926724 0.53946016 0.50045774 0.33458371 0.36542446 0.24607386 0.56680551 0.67526568 0.43223754 0.27770592] [-0.31279162] [ 0.57244666 0.65489772 0.49894498 0.38954143 0.36320649 0.38486892 0.51680595 0.66416949 0.6104275 0.48539197] [-0.8277133] [ 0.51990308 0.73290402 0.33773416 0.72965992 0.26896866 0.38287724 0.36826764 0.54140441 0.53061895 0.47884198] [-0.36497365] [ 0.28672253 0.44246853 0.58766783 0.43740107 0.51106018 0.71005281 0.49784108 0.47957659 0.3860844 0.52823693] [-0.20550892] [ 0.77522203 0.67423119 0.4956921 0.52226643 0.43750574 0.29746642 0.4888161 0.65532658 0.72255106 0.27283887] [-0.67425328] [ 0.48135983 0.75910046 0.4060701 0.72396491 0.2964779 0.58862004 0.42073657 0.61527736 0.56877452 0.4885994 ] [ 1.00287403] [ 0.62290276 0.66711989 0.43281017 0.58690309 0.4377558 0.44393124 0.465171 0.67924226 0.661469 0.33226652] [ 0.27924878] [ 0.39944651 0.48804083 0.66102386 0.42226787 0.64355341 0.5738574 0.44847996 0.30474871 0.46367447 0.58763947] [-0.73825033] [ 0.74302784 0.66001661 0.46598107 0.34882177 0.40550815 0.10864976 0.44436495 0.66243103 0.64720849 0.29545048] [ 0.71359456] [ 0.21444108 0.58924005 0.49583635 0.70314302 0.53871296 0.70358677 0.39747403 0.25549202 0.60338937 0.61646167] [-0.01683673] [ 0.30049923 0.70237125 0.46697389 0.56557558 0.48377789 0.5518895 0.37295214 0.46336851 0.48033227 0.74705202] [-0.43905577] [ 0.74905232 0.39198216 0.63165012 0.29221683 0.43202617 0.40790003 0.53478778 0.74876055 0.33218947 0.35193494] [ 0.25863269] [ 0.66948791 0.52675104 0.48613527 0.36283651 0.2906468 0.22288258 0.50650009 0.65711881 0.59195914 0.23181874] [ 0.63218127] [ 0.83383358 0.48987997 0.61517905 0.26679271 0.35258334 0.17380285 0.52315054 0.70722184 0.58248153 0.23197315] [-0.23650459] [ 0.42881936 0.31369935 0.68723701 0.40157401 0.51081023 0.65103265 0.43667902 0.35538279 0.28898276 0.47348868] [-0.7018492] [ 0.67706261 0.63381852 0.57604631 0.42787777 0.53092366 0.37106582 0.52700548 0.65361684 0.57097612 0.41102883] [-0.28377664] [ 0.34904819 0.49684471 0.54534999 0.49049881 0.44567594 0.68607288 0.46970975 0.56371541 0.37161144 0.50901461] [ 0.07071863] [ 0.65091443 0.67578193 0.53263427 0.44407289 0.36684425 0.36396218 0.60286491 0.72070332 0.62412948 0.36199974] [-0.13228332] [ 0.82578292 0.74959831 0.53014666 0.44618179 0.38721145 0.2756189 0.49682345 0.72151893 0.62570277 0.31853787] [ 0.585203] [ 0.16655971 0.62817543 0.41990418 0.68315025 0.5419791 0.82837942 0.29471819 0.27982906 0.56310513 0.7105176 ] [-0.66318021] [ 0.60318906 0.75141522 0.45552628 0.66910878 0.46393796 0.58965569 0.39035321 0.61987708 0.52454517 0.60956239] [ 1.09855277] [ 0.49808618 0.60311547 0.47116375 0.37588669 0.37681302 0.45859047 0.44190412 0.67210222 0.44838735 0.39732863] [ 0.27057159] [ 0.52041605 0.3627375 0.6576224 0.41860828 0.48461971 0.44004402 0.41676024 0.47576044 0.35529301 0.45073226] [ 0.02844034] [ 0.34507807 0.49668692 0.39967045 0.57112911 0.38807026 0.60720269 0.37599553 0.51400375 0.39596688 0.45435171] [-0.12545587] [ 0.36256004 0.53357113 0.46519732 0.4508275 0.52088696 0.59032828 0.47156684 0.41741452 0.45201518 0.49578805] [-0.22905254] [ 0.38968079 0.55836421 0.48398015 0.58835308 0.43786193 0.81096264 0.30983578 0.60066525 0.459745 0.60885063] [-0.24118971] [ 0.50337901 0.46151551 0.50404991 0.55067265 0.29114411 0.44180055 0.41386641 0.61114696 0.40162549 0.29661256] [-0.30655224] [ 0.60035123 0.65140065 0.51967465 0.59763088 0.40918081 0.46108705 0.46907882 0.64565603 0.56273735 0.36066117] [ 0.94995065] [ 0.50522381 0.55571321 0.48782603 0.56989493 0.33359247 0.35765118 0.51726147 0.6794787 0.61870073 0.25992504] [ 0.5466487] [ 0.78598562 0.68909931 0.45050528 0.34032495 0.33314777 0.09264853 0.439583 0.71411819 0.61721874 0.30190555] [-0.24432057] [ 0.85731382 0.67361498 0.55229757 0.19926203 0.28478888 0.11915769 0.58791578 0.79376522 0.67476013 0.23918472] [-0.299366] [ 0.37515407 0.38693093 0.56650329 0.46597605 0.56982852 0.664 0.42132931 0.34801321 0.33853603 0.49948267] [-0.01594468] [ 0.22802795 0.68286881 0.39643286 0.54382322 0.4854724 0.67846824 0.34677227 0.38050822 0.5172174 0.71033132] [-0.38477426] [ 0.7269014 0.7420208 0.56221257 0.39986154 0.32683322 0.22406936 0.49048023 0.62993244 0.72831374 0.37546207] [-0.32070007] [ 0.40520645 0.57141832 0.48783708 0.55456414 0.62454958 0.57402457 0.34051776 0.48618541 0.40749672 0.69491927] [ 1.79666069] [ 0.51808339 0.45489631 0.43953708 0.55950585 0.31383819 0.24380606 0.38446002 0.45552201 0.53571516 0.22961275] [ 1.46840121] [ 0.76898015 0.68674019 0.58758347 0.35704718 0.47755084 0.21380972 0.48326939 0.77371821 0.56050833 0.35080821] [-0.09641318] [ 0.3774857 0.56962488 0.52966322 0.43736225 0.50007467 0.49503633 0.38578428 0.49130197 0.400809 0.54387605] [ 2.26314262] [ 0.62409247 0.5645155 0.41685428 0.41165981 0.36309224 0.25032153 0.46162152 0.66437188 0.59693787 0.23475521] [ 0.15938433] [ 0.16874843 0.52331955 0.47567618 0.67339528 0.49445045 0.75561233 0.41636834 0.26731151 0.428402 0.64323984] [-0.25271148] [ 0.57676004 0.61183861 0.51843635 0.56906049 0.40651702 0.40578546 0.39415932 0.73163069 0.53952163 0.41730657] [ 0.10894458] [ 0.34854261 0.66800102 0.3832562 0.61836743 0.41256388 0.72075476 0.35500802 0.65779192 0.58260761 0.61488006] [ 0.29802336] [ 0.33726373 0.55066971 0.49925674 0.63167791 0.62191142 0.75987583 0.36855119 0.40636953 0.47457896 0.59646782] [-0.27675761] [ 0.36768855 0.46823557 0.41193383 0.38604709 0.53104519 0.70451669 0.33909951 0.43801809 0.35726638 0.57494342] [-0.04754633] [ 0.48602906 0.64553334 0.43877284 0.46492694 0.50896099 0.37237762 0.40864151 0.50182653 0.56759618 0.63596603] [-1.21688761] [ 0.58466934 0.22059011 0.69645999 0.32422231 0.5053754 0.33356859 0.48703497 0.48303694 0.2970191 0.32223643] [-0.25412181] [ 0.76284128 0.67814123 0.61286161 0.30387563 0.42072723 0.33564017 0.67961557 0.73649764 0.56551854 0.44136457] [ 0.15912657] [ 0.23155804 0.62889954 0.49034069 0.6794569 0.57949178 0.79225669 0.39260873 0.38330317 0.52762764 0.6849888 ] [ 0.02540841] [ 0.33109345 0.6444897 0.47640993 0.60892523 0.55639803 0.76329053 0.44627576 0.35882177 0.49951991 0.7001831 ] [-0.14552638] [ 0.59002221 0.52614124 0.55927476 0.49127545 0.46537562 0.41644243 0.494309 0.60648823 0.58093004 0.31000598] [ 0.93569526] [ 0.42719421 0.76174828 0.30794755 0.67719996 0.30851647 0.41196947 0.52640158 0.65637632 0.67785831 0.45533883] [-0.197448] [ 0.31461485 0.57342962 0.36975742 0.65332269 0.51620531 0.73663726 0.40967486 0.60023624 0.53500095 0.50464947] [-0.71216522] [ 0.38715691 0.61123936 0.44434477 0.57800303 0.33591085 0.41727779 0.37138047 0.48579511 0.49843231 0.42794091] [ 0.4384864] [ 0.52452744 0.72111876 0.38815037 0.60974917 0.23451987 0.41243617 0.44910374 0.55977245 0.6078988 0.42935178] [-0.06320286] [ 0.74073448 0.67454737 0.50715474 0.39425754 0.48348138 0.44390546 0.44612375 0.68141682 0.54845248 0.45515382] [-0.66378271] [ 0.49067317 0.60756395 0.42322074 0.5471731 0.2704125 0.31816394 0.43705346 0.59181351 0.54627486 0.36942631] [-0.04358248] [ 0.81514643 0.58173688 0.600418 0.35816329 0.4471414 0.26750489 0.5149815 0.69011015 0.53674216 0.40032589] [-0.33026642] [ 0.75745598 0.72328762 0.46808516 0.38542208 0.37637829 0.36614803 0.52256153 0.69906092 0.57061831 0.37945615] [-0.37542335] [ 0.4028884 0.67536787 0.52721897 0.61970421 0.55555859 0.64189031 0.45538812 0.42809217 0.60773421 0.56399105] [-0.802622] [ 0.50468409 0.62206088 0.4212668 0.58208164 0.41882729 0.50255408 0.40168801 0.60320983 0.37451664 0.4430946 ] [ 1.99676263] [ 0.80137649 0.57748177 0.55798382 0.33811183 0.46587881 0.21020833 0.54575812 0.70064394 0.62003372 0.22087622] [ 2.07181104] [ 0.55457861 0.7807854 0.47161486 0.57677557 0.38362962 0.56018616 0.45831825 0.62521487 0.5480385 0.55399778] [ 1.53876633] [ 0.47586975 0.44605767 0.44636792 0.44203668 0.43370851 0.30110338 0.53919363 0.63239642 0.42776618 0.44828808] [-0.29053457] [ 0.69393679 0.80645755 0.50056284 0.49346612 0.4442551 0.30903486 0.46154781 0.75693388 0.62492344 0.60879804] [ 0.51687647] [ 0.20943319 0.49729227 0.43715622 0.70039664 0.44492488 0.59402345 0.32637875 0.30008229 0.50392007 0.55952136] [-0.45643142] [ 0.52367469 0.58840219 0.51710257 0.66865037 0.51452333 0.51091605 0.43438032 0.61863233 0.4050375 0.47504961] [-0.81241911] [ 0.59854576 0.80244575 0.41476213 0.73473022 0.48992586 0.43122187 0.3929105 0.53454835 0.58676576 0.51613376] [-0.18425556] [ 0.28046728 0.36742275 0.46553327 0.67788437 0.51115338 0.54896588 0.42966005 0.48702449 0.34112335 0.63094719] [-0.11936727] [ 0.43542138 0.48381059 0.58085372 0.27078942 0.55858729 0.56314729 0.45665133 0.67808745 0.44621046 0.50435347] [-0.45355736] [ 0.67236066 0.49261215 0.66690348 0.24234225 0.54608058 0.54896637 0.43462089 0.61674044 0.35308847 0.51368393] [ 0.09059324] [ 0.60485597 0.50502521 0.62640429 0.39680531 0.45448164 0.53955435 0.5065386 0.67601564 0.4659086 0.41842738] [-0.14850005] [ 0.54680688 0.59948154 0.54500362 0.45762539 0.42169813 0.43542613 0.56814432 0.62917358 0.4707114 0.43965869] [-0.77256037] [ 0.49535152 0.7356477 0.36797501 0.62149245 0.38666147 0.42388558 0.33135514 0.54554761 0.5034537 0.52083545] [-0.13820705] [ 0.28678887 0.63162041 0.41689173 0.55026087 0.42524898 0.65181154 0.52308301 0.67796897 0.44500109 0.47775482] [-0.25673028] [ 0.42506226 0.66711814 0.5455531 0.53340959 0.55903348 0.6086003 0.35360458 0.49836542 0.4518131 0.74840001] [ 0.25742467] [ 0.41568277 0.49790885 0.59421647 0.45997404 0.55476528 0.62582696 0.40246297 0.55907397 0.5434724 0.53645854] [-0.30146159] [ 0.44416017 0.39815178 0.60089702 0.40161163 0.4529811 0.62022144 0.47316642 0.42031034 0.5017087 0.45691222] [-0.38243455] [ 0.48448098 0.61494573 0.50074094 0.58940971 0.32059419 0.43926987 0.31601008 0.50958368 0.45170952 0.47755946] [ 0.26767187] [ 0.19012981 0.52777612 0.48785774 0.66293743 0.44531933 0.70618601 0.4008143 0.34378214 0.46223261 0.51229168] [-0.3073467] [ 0.78278313 0.5431881 0.59551185 0.54039085 0.45090988 0.28956779 0.44428343 0.72647956 0.45319097 0.50919401] [ 0.21640796] [ 0.67921611 0.30375997 0.68411209 0.32905735 0.44453484 0.42844512 0.41572343 0.74003559 0.47242505 0.30397757] [ 0.60913336] [ 0.34401102 0.77305876 0.36429908 0.7024202 0.25488422 0.602372 0.41183533 0.61547691 0.59016128 0.63710106] [ 0.05158171] [ 0.20174193 0.41170549 0.41817348 0.69863266 0.49943961 0.72776324 0.27795989 0.38821846 0.3307072 0.5074352 ] [ 0.06243779] [ 0.72677462 0.57343751 0.54622826 0.39218704 0.43697505 0.32056376 0.59623222 0.68139265 0.47607767 0.39005778] [-0.55602926] [ 0.72733383 0.73370259 0.50569242 0.40011159 0.38707913 0.4484696 0.53278551 0.74035141 0.64468516 0.54673597] [ 0.29384161] [ 0.81869768 0.5567002 0.57818183 0.40359175 0.42616896 0.22023249 0.46747432 0.74130105 0.54066451 0.24852877] [-0.46279775] [ 0.67013906 0.69784875 0.49134747 0.67108997 0.39731597 0.2853527 0.56622533 0.76390699 0.61024083 0.64198718] [-0.93713557] [ 0.53005962 0.53727924 0.55521276 0.32893486 0.44959768 0.48090157 0.41258134 0.55906876 0.49360471 0.50106201] [ 1.04205295] [ 0.57087213 0.49148278 0.55659166 0.36847756 0.50872361 0.5067636 0.43252432 0.65117405 0.47660401 0.50849038] [-0.67921119] [ 0.51520769 0.59789081 0.50128666 0.53462303 0.43666825 0.48049349 0.62969766 0.68422683 0.51569482 0.37369982] [-0.77943883] [ 0.52662786 0.37165844 0.62287887 0.36245916 0.55175599 0.44871132 0.47825245 0.55942047 0.41393684 0.42208896] [ 0.1884023] [ 0.69270038 0.53505898 0.55104153 0.33884938 0.37759353 0.25283441 0.61780857 0.59041721 0.64700805 0.26762727] [-0.03466011] [ 0.50126179 0.7584894 0.33855174 0.56516583 0.25087807 0.46191837 0.39999922 0.60732306 0.55194767 0.51929021] [-0.10157855] [ 0.29857611 0.67003679 0.48728338 0.58524043 0.52052416 0.69638348 0.4026784 0.47849384 0.58921825 0.64830334] [-0.24778455] [ 0.44956259 0.46767972 0.56196821 0.38254575 0.58441354 0.44705261 0.43053519 0.49254145 0.45128876 0.45115935] [ 0.00044793] [ 0.61367522 0.63337863 0.44437882 0.53420975 0.42798294 0.34926323 0.47248572 0.64388284 0.60587222 0.49414018] [-0.78257379] [ 0.58824106 0.71440711 0.4810698 0.44831273 0.33029496 0.36490212 0.45990848 0.61279499 0.631592 0.49824521] [ 0.40761789] [ 0.41852649 0.6465623 0.53791808 0.57341314 0.46731873 0.49535932 0.45091711 0.61961866 0.53191734 0.52849247] [ 2.1697546] [ 0.37708806 0.57394354 0.49265538 0.62425378 0.37591703 0.59570497 0.42143792 0.50172614 0.5328284 0.45770352] [-1.11827522] [ 0.54330236 0.52395206 0.43619402 0.48209875 0.44950952 0.31690975 0.40116317 0.51279419 0.42096914 0.34715479] [-0.35996215] [ 0.42159863 0.15172161 0.76168204 0.30858905 0.55747344 0.4648535 0.42637089 0.51506745 0.19229359 0.32372959] [ 0.56860344] [ 0.42898396 0.69209371 0.42436718 0.61382801 0.44211403 0.58446693 0.417704 0.61401614 0.59518004 0.6772769 ] [ 0.12520643] [ 0.33314807 0.70292985 0.47471778 0.65128042 0.40025083 0.66283414 0.44591784 0.55670534 0.43715767 0.64927251] [ 0.19890626] [ 0.29977213 0.5196044 0.56128078 0.57943408 0.47983097 0.67921082 0.37067464 0.3808702 0.3528895 0.56203 ] [-0.47619733] [ 0.60160275 0.62033999 0.41962254 0.52077253 0.31728817 0.25949652 0.36812738 0.70090066 0.51743013 0.35187341] [ 0.07436293] [ 0.27732113 0.57860307 0.42640958 0.65292633 0.50588232 0.79061361 0.44643516 0.53934267 0.49454115 0.64851368] [ 0.31640063] [ 0.33760311 0.70044005 0.44321105 0.66908689 0.33088256 0.69787372 0.39462272 0.54514945 0.50328081 0.5640322 ] [ 2.48683034] [ 0.52455521 0.63125122 0.36444908 0.51019456 0.34901621 0.32440917 0.42215346 0.62658275 0.63034733 0.29297749] [-0.13205848] [ 0.2697901 0.34298343 0.56097106 0.53802306 0.4791985 0.68388293 0.42176705 0.39697773 0.38075665 0.51420097] [-0.18049427] [ 0.77026203 0.72074642 0.41878042 0.3154698 0.29292347 0.28210734 0.50812425 0.70408086 0.60456998 0.35837221] [-0.58159938] [ 0.51953855 0.69657779 0.56008444 0.55213221 0.45331759 0.65115484 0.56454145 0.61260591 0.60652764 0.56636782] [ 0.05110322] [ 0.8106071 0.56060745 0.54619898 0.62119672 0.40983538 0.16444149 0.53492299 0.77889211 0.52956651 0.46271106] [-0.37192912] [ 0.40924614 0.77261945 0.40508046 0.63853271 0.32487629 0.49473104 0.32854379 0.52098509 0.57662418 0.59288563] [-0.11966389] [ 0.39092538 0.61830926 0.47471547 0.38683858 0.51465562 0.62358698 0.42322025 0.38397522 0.43653056 0.62302567] [ 0.69182709] [ 0.56990235 0.39733286 0.66453772 0.34757591 0.51277866 0.40433786 0.35842014 0.57045383 0.46852649 0.43128711] [ 0.80610819] [ 0.60901937 0.3918161 0.62113068 0.24689256 0.49907528 0.50371655 0.46783301 0.64337992 0.37948131 0.38540777] [-0.56784905] [ 0.48221968 0.73504976 0.37376128 0.72674229 0.26766339 0.3712631 0.40620437 0.56824043 0.54962481 0.70944574] [ 0.15176921] [ 0.47029667 0.60344323 0.48151849 0.28016209 0.47511132 0.40679935 0.40114132 0.45109243 0.50001793 0.40162317] Progress: 13.7% ... Training loss: 0.570 ... Validation loss: 0.948[-0.53910077] [ 0.80575136 0.70502885 0.45937659 0.39152519 0.19686247 0.20224282 0.47115985 0.70105615 0.57963841 0.2761013 ] [-0.17583971] [ 0.53308532 0.57782635 0.61504907 0.53717512 0.53540234 0.47140071 0.44656715 0.4851514 0.60429667 0.46068225] [ 0.01804477] [ 0.22166158 0.51975557 0.44605441 0.56311002 0.51042893 0.6931044 0.39480986 0.45739098 0.52713294 0.6236915 ] [ 0.30898671] [ 0.455151 0.33004856 0.59454535 0.57109844 0.48994771 0.41252251 0.40874471 0.47815362 0.32136994 0.66167969] [ 0.12695927] [ 0.58032597 0.59407089 0.5061901 0.39963473 0.30068774 0.23357285 0.44859263 0.7303708 0.46108889 0.33485697] [-0.12437642] [ 0.3589663 0.75051778 0.43585672 0.66339936 0.35181566 0.67362882 0.4172477 0.55566632 0.51319246 0.58704303] [ 0.25223566] [ 0.65457185 0.69940541 0.47405635 0.41137995 0.35709596 0.34452383 0.46079355 0.6679902 0.58804038 0.48922705] [-0.29864556] [ 0.59055484 0.68202525 0.4138815 0.53057269 0.42216421 0.47413213 0.45584604 0.65573797 0.48957115 0.51785501] [-0.60232024] [ 0.42224531 0.4612417 0.59117733 0.45685148 0.57340634 0.56975755 0.39657656 0.41775426 0.48123472 0.51317024] [ 0.16416999] [ 0.6576404 0.45398122 0.57924552 0.36769717 0.3136964 0.28714999 0.39721937 0.60105425 0.37363283 0.31310273] [-0.32609825] [ 0.395159 0.57590492 0.53751053 0.49483048 0.49364783 0.7113643 0.37810269 0.47464958 0.41749707 0.67215144] [ 0.28072361] [ 0.77489096 0.6525885 0.55538646 0.34417639 0.39247957 0.3379775 0.6115592 0.68292099 0.69789967 0.33637513] [ 0.50008752] [ 0.42807518 0.48208672 0.57355965 0.32710269 0.50424953 0.64791667 0.40743567 0.47689501 0.40644323 0.58660411] [ 2.39528916] [ 0.84291802 0.61382517 0.62304477 0.29500141 0.36465709 0.22592023 0.6042992 0.82075443 0.51029046 0.2641741 ] [ 0.53455927] [ 0.4038131 0.35277138 0.63852799 0.35050567 0.45947203 0.44629271 0.51821551 0.52444081 0.41679071 0.31860159] [-0.16600015] [ 0.29752419 0.67599468 0.31899361 0.71764536 0.51686285 0.6889754 0.3898912 0.53137116 0.46247404 0.67282697] [-0.93181278] [ 0.61664105 0.76475783 0.48929085 0.53637848 0.45446453 0.40389423 0.46483228 0.50717813 0.51440107 0.51120672] [-0.25476659] [ 0.32277333 0.56912648 0.55922257 0.53045316 0.53860023 0.72702135 0.44356865 0.48946434 0.52655638 0.65948064] [ 0.69901901] [ 0.24002116 0.54168371 0.465336 0.60592731 0.44235448 0.73035031 0.38691358 0.44533994 0.46996965 0.58266862] [ 0.04345937] [ 0.29281604 0.64870314 0.48157455 0.62561826 0.55563498 0.62453901 0.37103545 0.46937863 0.53522685 0.59884311] [ 0.36290637] [ 0.34296029 0.57221071 0.43749069 0.68285913 0.50301951 0.66160419 0.39624775 0.43562631 0.51672504 0.55838661] [-0.01282989] [ 0.26718838 0.33060585 0.50882596 0.5207319 0.48605257 0.66625099 0.37230109 0.31783834 0.33995561 0.42908361] [ 0.70243427] [ 0.42510215 0.76597018 0.38561461 0.661762 0.27127685 0.51373278 0.4742976 0.6817693 0.65094379 0.46952798] [-0.5649363] [ 0.52915358 0.66376585 0.40019833 0.55316993 0.29581138 0.40826229 0.35520807 0.67747262 0.50423151 0.4514585 ] [-0.24171651] [ 0.56246073 0.72991757 0.46823308 0.54431836 0.35840024 0.33379077 0.40632225 0.58001266 0.57674501 0.38438076] [ 0.06419058] [ 0.79526128 0.62836411 0.53266648 0.39042464 0.22817427 0.14390719 0.48412783 0.66323411 0.61405163 0.21567089] [ 0.67164856] [ 0.66360073 0.61435394 0.50874829 0.38995514 0.36015794 0.20295494 0.4660341 0.66440502 0.53612482 0.43574797] [ 0.42745894] [ 0.61355688 0.55719006 0.52254296 0.40965605 0.36427226 0.19288835 0.48370651 0.64211364 0.65184398 0.24988869] [-0.12932529] [ 0.53175337 0.42452337 0.65773191 0.27991312 0.48724244 0.44709245 0.47702403 0.50863177 0.38984347 0.56305102] [ 0.34515763] [ 0.24069341 0.68111915 0.39908258 0.67765997 0.39882699 0.69514374 0.32320159 0.45994155 0.43881605 0.65714365] [ 1.12336886] [ 0.37783016 0.68746745 0.47646384 0.54580975 0.44397405 0.65722325 0.35672719 0.47532966 0.47010256 0.61335493] [-0.21922004] [ 0.61384922 0.46766731 0.5858768 0.44367541 0.48862546 0.41105895 0.42415991 0.46220061 0.49700849 0.36122843] [ 0.40897495] [ 0.17668767 0.74312096 0.38924939 0.67023209 0.56723341 0.80129379 0.28884707 0.30471995 0.48459161 0.81887249] [ 0.18064347] [ 0.30164085 0.4784177 0.3723108 0.667039 0.40794249 0.73443542 0.39013566 0.55605635 0.39004006 0.45028459] [-0.23733291] [ 0.24766764 0.46596376 0.5049151 0.64598563 0.49073099 0.64670635 0.44907035 0.37264494 0.50223122 0.45588949] [-0.16359761] [ 0.4851426 0.34161036 0.6515326 0.29988836 0.57995482 0.41113815 0.45099581 0.39205073 0.35281503 0.41854205] [-0.31055882] [ 0.38204009 0.42266562 0.67165951 0.44179187 0.43968237 0.58909324 0.42276842 0.46495594 0.36521845 0.49925123] [-0.2545447] [ 0.49933865 0.34807878 0.54705261 0.27437386 0.53871197 0.64747935 0.4419838 0.61697493 0.3499368 0.43125013] [-0.4563484] [ 0.80726962 0.45183469 0.68544091 0.33696081 0.50752142 0.27775554 0.45633374 0.75500096 0.49513427 0.30751438] [-0.54997361] [ 0.43710391 0.64635591 0.45089046 0.59918999 0.54605084 0.63005632 0.40384749 0.57134676 0.54296407 0.58036957] [-0.49200719] [ 0.83531396 0.6651822 0.61620453 0.30717552 0.38595972 0.27190891 0.5580865 0.79469314 0.65075408 0.34135205] [-0.4154367] [ 0.53596082 0.54201996 0.62126454 0.5271032 0.60842589 0.71003465 0.4296149 0.56220271 0.45090752 0.58838974] [-0.0335269] [ 0.27005401 0.65262961 0.4692942 0.57107007 0.4541346 0.77491134 0.35204196 0.47435768 0.61729938 0.64764398] [-0.51505902] [ 0.78152177 0.58217687 0.55725146 0.33316931 0.39494266 0.26479421 0.4710086 0.73741825 0.53440136 0.41510851] [-0.56445155] [ 0.5150708 0.68562146 0.39727401 0.63713648 0.4774646 0.57231134 0.47146793 0.60624649 0.60044029 0.47821466] [ 0.30526056] [ 0.42874446 0.64036796 0.40643595 0.50135108 0.39006947 0.31241408 0.37208178 0.61283524 0.47285789 0.36354269] [ 0.81297402] [ 0.57715519 0.69963729 0.47510272 0.53656437 0.31715493 0.43316333 0.51259225 0.60311456 0.61677103 0.54313458] [-0.16242464] [ 0.26345734 0.60597714 0.51508565 0.63669048 0.54107438 0.66588263 0.38811173 0.34063475 0.48989361 0.60726557] [ 2.38885595] [ 0.5025845 0.58912743 0.39040821 0.57117089 0.28236057 0.2892474 0.48484287 0.54900327 0.64212704 0.25042604] [-0.31628062] [ 0.44950607 0.40996605 0.54318084 0.42950499 0.52290194 0.63440153 0.47293572 0.45602232 0.39971857 0.46916953] [ 0.2199692] [ 0.18072293 0.65641257 0.40832899 0.69717415 0.4480375 0.79378485 0.42526178 0.41647908 0.45634546 0.65529259] [-0.58331703] [ 0.41414869 0.58416404 0.43303984 0.49277269 0.43239201 0.39135511 0.43152371 0.53571109 0.52989164 0.37572401] [-0.11472008] [ 0.33805034 0.62857987 0.46919381 0.550043 0.49677341 0.56445515 0.35729066 0.43402758 0.54730509 0.54798753] [-0.89863365] [ 0.4662097 0.74870229 0.35916093 0.67641085 0.26379244 0.52141669 0.45930632 0.64477397 0.5955411 0.37588219] [-0.65647798] [ 0.42291997 0.73825467 0.40126367 0.6612787 0.31192176 0.42830627 0.36915753 0.45239621 0.45615626 0.57248674] [-0.07204422] [ 0.31372025 0.57093805 0.50580059 0.64644159 0.58681093 0.68301515 0.37375649 0.49377988 0.32547066 0.69131116] [ 1.71930212] [ 0.4649968 0.53087688 0.51221512 0.55460777 0.44193709 0.60192823 0.41340267 0.68190878 0.51030705 0.43087649] [ 0.62316865] [ 0.80590641 0.3977709 0.59491838 0.32518781 0.34842721 0.1454556 0.4253929 0.71829981 0.47918759 0.18583822] [-0.65359263] [ 0.83620965 0.56224581 0.57699979 0.28539573 0.3775337 0.18571983 0.61193061 0.71639841 0.50542315 0.27478024] [-0.00426449] [ 0.45061392 0.63401611 0.42804055 0.53708661 0.31756656 0.51308226 0.56472539 0.64946612 0.58870595 0.36257543] [-0.1709077] [ 0.60261167 0.72911344 0.56482433 0.50467683 0.39517122 0.68724126 0.50357216 0.66561275 0.55027126 0.57694615] [ 0.45768625] [ 0.21225753 0.54601565 0.50687564 0.70630097 0.4429491 0.762728 0.40223995 0.31261871 0.48369957 0.58260564] [-0.48759573] [ 0.52440797 0.12198135 0.76842609 0.27723536 0.53727994 0.60563302 0.38534145 0.4417185 0.14547358 0.32372159] [-0.45522216] [ 0.80123756 0.74015506 0.54837224 0.42129423 0.33918608 0.39497981 0.49197625 0.81333741 0.71680171 0.40588836] [ 0.01874523] [ 0.6579294 0.57008539 0.5376014 0.54821174 0.26893925 0.28809563 0.4509392 0.53846904 0.51672586 0.3799428 ] [-0.14466299] [ 0.50905366 0.50298627 0.622376 0.42393807 0.53186202 0.51913021 0.35115422 0.49310806 0.4904173 0.53216353] [ 0.16654886] [ 0.19718136 0.66375836 0.33621738 0.69345908 0.52398276 0.66436893 0.28814013 0.31355178 0.34559381 0.73116066] [ 3.24769434] [ 0.6476476 0.60049035 0.4960808 0.45373532 0.25834556 0.23865801 0.45000721 0.74439946 0.44452259 0.30598892] [-0.80035495] [ 0.7135328 0.42476588 0.60339698 0.38133412 0.50403977 0.34905588 0.59500846 0.57854236 0.39027126 0.2525843 ] [-0.08527259] [ 0.33217695 0.51562653 0.55899299 0.50068967 0.50304049 0.56233781 0.43410902 0.40048195 0.48282291 0.47548101] [ 0.17861489] [ 0.31621216 0.56008313 0.55249102 0.61458595 0.37085787 0.56994087 0.32864641 0.48559246 0.4564258 0.51118691] [-0.0268767] [ 0.44745314 0.34295883 0.70000831 0.34296982 0.45032675 0.60902303 0.42327248 0.37959986 0.29507978 0.47751906] [ 1.12045125] [ 0.49770342 0.59027513 0.56971033 0.48022163 0.47309152 0.46708801 0.42512168 0.61744663 0.52898687 0.45042379] [ 0.14066367] [ 0.48252698 0.3925779 0.56882429 0.38617812 0.55831013 0.55665018 0.48030066 0.48544533 0.34306941 0.48622507] [ 1.57693102] [ 0.49686265 0.50553861 0.47208396 0.46533141 0.37607715 0.48640973 0.51211054 0.65393861 0.50245789 0.2781585 ] [-0.05478052] [ 0.67079502 0.66186061 0.52403459 0.35670732 0.34441623 0.43623554 0.57353565 0.73860392 0.61725076 0.37110433] [-0.86588243] [ 0.68410166 0.79246499 0.43055568 0.54010346 0.26220731 0.33061641 0.40931399 0.6318685 0.71098875 0.45344118] [ 0.17861489] [ 0.31621216 0.56008313 0.55249102 0.61458595 0.37085787 0.56994087 0.32864641 0.48559246 0.4564258 0.51118691] [-0.97202667] [ 0.68801891 0.62854848 0.61067114 0.36180976 0.45558485 0.38016237 0.55529665 0.62883383 0.58529038 0.4001218 ] [-1.02763769] [ 0.64130739 0.68688253 0.41416823 0.54213383 0.31820239 0.4992805 0.34258604 0.63976303 0.52610341 0.53800382] [-0.25934828] [ 0.48596653 0.26369576 0.5664297 0.27666757 0.50781535 0.40198559 0.48109619 0.52821176 0.32056175 0.29918623] [ 0.34262616] [ 0.70125731 0.50593303 0.49586211 0.36907575 0.28731597 0.16631372 0.52655931 0.69639031 0.51110524 0.2494857 ] [-0.58383594] [ 0.65529026 0.62528131 0.55732223 0.57939745 0.46649087 0.39039002 0.49736811 0.60757525 0.57947207 0.29862815] [-0.83154366] [ 0.57204 0.72365809 0.40686501 0.51900859 0.31101882 0.24217107 0.35047019 0.64193934 0.59896587 0.38573447] [-1.14570914] [ 0.75138051 0.49473523 0.57281295 0.23507557 0.33795356 0.13853737 0.60413324 0.76896685 0.57930832 0.19339707] [-0.02503979] [ 0.16614196 0.38103278 0.59452479 0.52581304 0.50335133 0.79104284 0.45493512 0.28668978 0.48191665 0.59076235] [ 0.38658125] [ 0.82841261 0.70246438 0.61226787 0.35718766 0.40852441 0.24085383 0.5065471 0.70865409 0.64252085 0.30429634] [ 1.52284913] [ 0.46082386 0.46985735 0.49932991 0.45044586 0.5002249 0.69447419 0.41608029 0.66066944 0.49873549 0.45955653] [ 0.92829443] [ 0.6081438 0.7493241 0.48198757 0.69150041 0.41139771 0.40920685 0.42097913 0.62428237 0.64189257 0.477558 ] [-0.09569503] [ 0.51476623 0.70642096 0.55290823 0.54762535 0.39825782 0.58695337 0.50382396 0.62263616 0.54579723 0.48924062] [ 0.09417649] [ 0.70397525 0.74855059 0.47602271 0.52194738 0.28183149 0.2893156 0.51339753 0.77868104 0.67615049 0.32234013] [-0.09414351] [ 0.45595726 0.28848249 0.67693069 0.49336462 0.44302982 0.49544357 0.4737596 0.49525888 0.3455693 0.37708884] [-0.18022075] [ 0.51576062 0.38507401 0.60406287 0.33884551 0.49710841 0.39829518 0.45180531 0.6180276 0.5661177 0.36201356] [-1.00962602] [ 0.69894584 0.53114797 0.57422445 0.27624772 0.43243487 0.15429791 0.45140601 0.71596256 0.40513341 0.4234192 ] [ 0.4296616] [ 0.58864282 0.61888631 0.47185353 0.64138671 0.38396592 0.5385386 0.50600821 0.60708857 0.53551069 0.46308085] [ 1.25329091] [ 0.45596521 0.60786291 0.40871471 0.57033071 0.35365067 0.3419365 0.39393333 0.54287501 0.56695397 0.46276251] [ 0.13006659] [ 0.68861327 0.70029162 0.57586167 0.61233993 0.44100263 0.33922447 0.42490054 0.68304121 0.66791429 0.40670312] [ 0.16393497] [ 0.35387052 0.64144012 0.56536981 0.53446618 0.53470436 0.62854922 0.38232048 0.45625483 0.60300635 0.68601163] [ 0.13936642] [ 0.27688311 0.57779631 0.40280803 0.68960403 0.51281562 0.76841788 0.51744423 0.46816482 0.41002327 0.64757555] [ 0.03928589] [ 0.73915923 0.60969413 0.52294437 0.34534068 0.43399408 0.38119827 0.51382159 0.65811342 0.47092211 0.3626108 ] [ 0.70317455] [ 0.36549673 0.52197083 0.51694453 0.62693249 0.32395229 0.74442498 0.32163051 0.49332465 0.42399941 0.52726444] [ 0.03530777] [ 0.53768216 0.50079779 0.60794248 0.46444108 0.44947998 0.59875405 0.47472034 0.64946828 0.45654215 0.44824981] [ 2.76501536] [ 0.650261 0.61350132 0.4837716 0.42121683 0.33161016 0.46078197 0.38474201 0.74976658 0.59225666 0.43450431] [ 0.41516941] [ 0.80695243 0.77574003 0.47009967 0.26087823 0.34605139 0.33780983 0.61163792 0.77469474 0.62846485 0.47635508] [-0.28632822] [ 0.5179077 0.57988621 0.56625109 0.41555053 0.55021245 0.44133193 0.46705739 0.51111947 0.47095905 0.69338264] [-0.56510421] [ 0.65558322 0.74562135 0.42286925 0.40944861 0.30994304 0.25513757 0.37628372 0.77387166 0.60033144 0.39089919] [-0.42885292] [ 0.52452657 0.64470106 0.30928396 0.55261028 0.32067784 0.35647226 0.41962436 0.61425836 0.41026759 0.43404235] [-0.7610552] [ 0.6266662 0.82749208 0.48042164 0.63052752 0.37085423 0.5870331 0.48757406 0.58757439 0.65877957 0.58105405] [-1.09601156] [ 0.7304061 0.60684806 0.62515896 0.3791159 0.43893182 0.57529035 0.49841519 0.66190479 0.45151529 0.50346691] [-0.65040467] [ 0.37655371 0.6576694 0.41173589 0.63161612 0.32482066 0.52402314 0.48154454 0.61620489 0.52128857 0.41607768] [-1.16601602] [ 0.65037455 0.63948149 0.47285793 0.57317634 0.25401408 0.34406534 0.36722644 0.56658636 0.48779503 0.37630848] [-0.30813885] [ 0.30619068 0.45845365 0.55866264 0.47346836 0.57152789 0.54071018 0.3863288 0.30118076 0.38408303 0.47947799] [-0.20313553] [ 0.82637013 0.74933858 0.53065379 0.4452429 0.38610941 0.2747735 0.49762313 0.72249822 0.62634822 0.31788028] [-1.28386996] [ 0.57213983 0.66765977 0.36531119 0.56138295 0.39217315 0.1688311 0.41113188 0.53333992 0.50212517 0.40570875] [-0.43347236] [ 0.48661445 0.73089536 0.4619829 0.69258661 0.56186216 0.51307702 0.37669422 0.47635724 0.44407865 0.72246698] [ 0.01074721] [ 0.30443209 0.66180678 0.35080566 0.52800354 0.44339169 0.73961249 0.46353027 0.48545935 0.40565048 0.52238851] [-0.06506801] [ 0.81036523 0.57122051 0.54495025 0.27649221 0.39880163 0.39549395 0.52309365 0.72298628 0.40509964 0.36691337] [ 0.26856106] [ 0.42323493 0.64013796 0.36867741 0.70854488 0.32416645 0.41066712 0.42876744 0.48326613 0.53396849 0.40681814] [ 0.24307042] [ 0.47886422 0.57989227 0.40574447 0.5993699 0.24623579 0.38158964 0.39593572 0.69129342 0.50184285 0.31631407] [-0.39860117] [ 0.67187179 0.51211634 0.48187676 0.33059888 0.46509062 0.45953146 0.51113764 0.63028001 0.36529548 0.39969259] [ 0.20596043] [ 0.35624733 0.50341792 0.63652809 0.46152335 0.5926368 0.67717534 0.3883103 0.49032581 0.33222465 0.63130669] [-0.20031662] [ 0.405907 0.39041325 0.65843398 0.38835238 0.48800138 0.67451396 0.44284125 0.42976809 0.45069169 0.53435935] [-0.04683606] [ 0.42026694 0.54845037 0.44573054 0.58325602 0.37470404 0.3446516 0.44448647 0.50458566 0.54119803 0.41194831] [-0.15833835] [ 0.43463325 0.69624034 0.39849722 0.71396051 0.36756613 0.6285643 0.44045008 0.54345042 0.55176084 0.55113348] [-0.51911831] [ 0.480526 0.6362411 0.49580418 0.44874197 0.48348799 0.5781889 0.42065129 0.57589405 0.399206 0.54366179] [-0.47402966] [ 0.53606417 0.46957479 0.52810792 0.32002575 0.47155706 0.46082412 0.45635206 0.50707886 0.38404379 0.40245018] [-0.67596642] [ 0.52067803 0.7528739 0.42162497 0.66981144 0.49934743 0.49005702 0.28533057 0.63047299 0.50683435 0.68826529] [-0.03457915] [ 0.64339451 0.71846338 0.50197652 0.46384766 0.43712131 0.37575269 0.49624918 0.67373689 0.58919023 0.4531102 ] Progress: 14.0% ... Training loss: 0.569 ... Validation loss: 0.938[-0.08757672] [ 0.69780574 0.64242929 0.47926197 0.50885625 0.21927421 0.29530104 0.4834261 0.66750173 0.60656158 0.34371128] [ 0.14710921] [ 0.71965659 0.64053825 0.51087646 0.4700669 0.39633029 0.42973301 0.58500178 0.67661626 0.49282508 0.50691449] [ 0.11435198] [ 0.55056042 0.67529869 0.54781489 0.65351379 0.44819292 0.51713381 0.42286523 0.549971 0.55076044 0.56162996] [-0.91691094] [ 0.59597149 0.60689436 0.47084319 0.53855133 0.4119217 0.3249724 0.38148061 0.68933586 0.52921102 0.52841365] [ 0.87415226] [ 0.55602283 0.54193544 0.55097149 0.29760791 0.46719299 0.55354029 0.45463907 0.63413444 0.47514944 0.4630469 ] [ 1.99382537] [ 0.78842105 0.6394753 0.54585089 0.43372697 0.44630501 0.26719575 0.52553529 0.74936701 0.58355749 0.28740377] [ 0.60272887] [ 0.4162752 0.49395938 0.5422817 0.42882723 0.49278474 0.63549781 0.36081961 0.52393042 0.45681803 0.48763001] [-0.284332] [ 0.53411781 0.72767053 0.49502225 0.68014347 0.40800238 0.59162001 0.38817487 0.63358695 0.59670913 0.57669295] [-1.13687817] [ 0.6587409 0.70610591 0.46153976 0.54579177 0.30407092 0.41300352 0.42934301 0.61918544 0.6263362 0.40790764] [ 0.35228766] [ 0.64784297 0.23602735 0.66345657 0.20499418 0.48793301 0.41634356 0.50145059 0.60011429 0.33310708 0.23446397] [ 0.10387126] [ 0.72362886 0.75376054 0.52041755 0.53066917 0.40800689 0.30930699 0.58248897 0.63364998 0.77082965 0.32643922] [-0.17242672] [ 0.35157251 0.74823552 0.36057288 0.66098292 0.34361947 0.70180616 0.51280925 0.66232767 0.48402803 0.51484572] [-0.46330231] [ 0.66834162 0.56832481 0.53370769 0.39373877 0.38852301 0.2113839 0.39315647 0.67941065 0.56157132 0.28257081] [-0.06833543] [ 0.39762682 0.49869602 0.50112436 0.6403601 0.65022935 0.65585885 0.47691081 0.4640477 0.43657284 0.44752498] [-0.28029607] [ 0.61667831 0.706647 0.46668546 0.42725399 0.32533894 0.33658007 0.49165154 0.7182468 0.60065387 0.46519638] [-1.04194067] [ 0.62494351 0.79318512 0.35247494 0.60636255 0.28948563 0.31877032 0.34392243 0.61907578 0.62821933 0.47217418] [-0.20575526] [ 0.2726574 0.52591297 0.57477444 0.66706678 0.47659813 0.70636915 0.39172821 0.38298069 0.48272205 0.560619 ] [-0.37208619] [ 0.88909491 0.73451681 0.55206291 0.30807518 0.37804529 0.15596257 0.61556795 0.75665938 0.70721053 0.22174764] [-0.15752564] [ 0.36201924 0.63493887 0.53566519 0.58108129 0.58124379 0.66855096 0.43121036 0.51524062 0.39523858 0.67706589] [ 0.68465347] [ 0.6420384 0.49005866 0.52363343 0.54252371 0.36960362 0.58877395 0.48322975 0.69769046 0.43535303 0.44626943] [ 0.97604422] [ 0.53751962 0.33110238 0.65128559 0.39859257 0.45058765 0.36962512 0.42346599 0.48870211 0.40411443 0.2990576 ] [-0.39040368] [ 0.81257739 0.58671983 0.54749349 0.29753264 0.29357527 0.14196878 0.51654109 0.65508282 0.59778396 0.24651654] [-0.45868753] [ 0.37181282 0.54086491 0.42883816 0.62263628 0.36705525 0.49133159 0.40788279 0.4345118 0.50664827 0.39241676] [-0.44883766] [ 0.50001831 0.55123212 0.50019002 0.59629484 0.40989408 0.73641024 0.43904702 0.59555896 0.4718037 0.59367188] [-1.52275363] [ 0.80516051 0.61558373 0.48333196 0.45350602 0.42029315 0.33973691 0.50957615 0.71014342 0.40269906 0.38492204] [-0.64753768] [ 0.8105752 0.65534382 0.52880216 0.33401453 0.28662512 0.17739037 0.55309521 0.76665785 0.64261693 0.32597484] [ 0.95033102] [ 0.7813371 0.51245015 0.53946019 0.37641798 0.25964917 0.17760986 0.46636348 0.69673356 0.48659433 0.34826305] [ 0.0310252] [ 0.59442597 0.677721 0.50399756 0.45892605 0.28679075 0.37499548 0.47081945 0.60088493 0.53509866 0.44862359] [-1.07865167] [ 0.64514618 0.71024733 0.50821447 0.55408659 0.54286238 0.34161092 0.42736101 0.56180988 0.48519554 0.47806804] [ 0.94062431] [ 0.44682813 0.6652361 0.41079928 0.51233813 0.32206424 0.31400966 0.48576285 0.5353639 0.57555778 0.5060071 ] [-0.41060175] [ 0.48556655 0.3062785 0.59269753 0.32117799 0.56781463 0.47706274 0.40105418 0.39610954 0.24931891 0.39383045] [-0.65580654] [ 0.67061834 0.65901743 0.48867658 0.56512775 0.32221305 0.26917188 0.37504911 0.58271554 0.58496383 0.48140031] [-0.49564933] [ 0.33930657 0.63540016 0.4958322 0.58981498 0.41863859 0.57168458 0.42499647 0.4557805 0.4782155 0.59036068] [ 0.18112555] [ 0.67707189 0.61967254 0.58665669 0.55557705 0.38475429 0.40461685 0.45532257 0.66886991 0.57542889 0.39450458] [ 0.77128789] [ 0.4490679 0.41387543 0.53157958 0.61109415 0.55321567 0.46236668 0.4326494 0.44248578 0.40261157 0.5094565 ] [ 1.13664992] [ 0.63269315 0.41193369 0.6330982 0.38514058 0.5443261 0.43601207 0.56895108 0.74024615 0.37046531 0.31783685] [-0.19600175] [ 0.40229954 0.46530104 0.53775474 0.40101368 0.42471901 0.48938374 0.37897602 0.54887995 0.34995778 0.379239 ] [-0.09436064] [ 0.46572681 0.47375533 0.60751247 0.4211178 0.46850217 0.46262913 0.41531753 0.54944651 0.5195517 0.44894949] [-0.1654853] [ 0.3162042 0.36967428 0.67671725 0.50714335 0.60345607 0.69105511 0.43947287 0.33743787 0.32777641 0.67355316] [-0.86542085] [ 0.74928988 0.65984936 0.47410287 0.47185366 0.26207443 0.13378233 0.42170074 0.7293114 0.53440449 0.35266374] [-0.63823923] [ 0.64119011 0.53588511 0.69588694 0.30467192 0.49879455 0.53165021 0.6031713 0.62856578 0.42318222 0.45484944] [ 2.09952362] [ 0.39320235 0.43702981 0.57142481 0.58900187 0.4825911 0.55417261 0.43273332 0.41230069 0.46288498 0.38228755] [-0.37326303] [ 0.35369184 0.58004785 0.48842762 0.53037536 0.34601846 0.57440987 0.39698841 0.51900506 0.42854233 0.56436429] [-0.02548872] [ 0.83404229 0.47666424 0.69941198 0.25411221 0.42881098 0.24650657 0.58470603 0.79638666 0.56171746 0.26152021] [-0.42878094] [ 0.51592714 0.45602458 0.56485667 0.50930668 0.4324341 0.5463834 0.42815503 0.61346694 0.47462278 0.4413815 ] [-0.69423367] [ 0.49279097 0.75694879 0.4991073 0.57132004 0.43415573 0.59975014 0.56094411 0.50710905 0.6898942 0.53089972] [-0.59723208] [ 0.4727525 0.38667907 0.66252632 0.46720567 0.50342082 0.66526396 0.43543759 0.49676095 0.39952762 0.45816592] [-1.03306885] [ 0.63852124 0.71867351 0.400809 0.65881065 0.5457979 0.49348213 0.41448022 0.66668279 0.54701304 0.43221658] [ 0.19855372] [ 0.56624828 0.70710795 0.45838459 0.57426706 0.40130869 0.32268185 0.5863869 0.63018911 0.62271016 0.47620954] [-0.41051696] [ 0.67797422 0.61219141 0.54447457 0.29441232 0.42009026 0.27578238 0.49821128 0.63961398 0.65433695 0.36518055] [-0.15138404] [ 0.44634398 0.42531043 0.46747452 0.48429215 0.32864339 0.48381875 0.45820337 0.56440222 0.42223038 0.35450405] [-0.35828907] [ 0.38593144 0.72682276 0.43555928 0.51948831 0.51037628 0.55030152 0.37650026 0.53674682 0.56567405 0.76885708] [ 1.1590016] [ 0.60467814 0.73119914 0.46327249 0.65917606 0.44692698 0.42122687 0.45312462 0.66440231 0.61745931 0.5580734 ] [-0.32353014] [ 0.73314093 0.53862978 0.6794281 0.46904524 0.47092618 0.37426916 0.51232952 0.72074185 0.58280929 0.38525839] [-1.06539775] [ 0.5825774 0.70196391 0.43254953 0.59651534 0.32513845 0.32260972 0.42138734 0.48550088 0.50603005 0.4828427 ] [-0.1810984] [ 0.27940763 0.55862838 0.59603768 0.54385994 0.4693234 0.71560921 0.4005086 0.38719453 0.4074975 0.64885515] [ 0.21548286] [ 0.512229 0.19726644 0.70113526 0.38191822 0.45883147 0.41168395 0.43218457 0.50440318 0.31220904 0.25145817] [ 0.10372438] [ 0.66586596 0.59867266 0.50420278 0.43086241 0.40754043 0.42478096 0.41941641 0.70590903 0.48611174 0.38295046] [-0.18135791] [ 0.27246431 0.4251017 0.56758445 0.71517797 0.3403061 0.72240267 0.34982376 0.34420296 0.42369733 0.4938656 ] [-0.73086608] [ 0.54168199 0.73201161 0.40963558 0.69594132 0.25662942 0.48061189 0.38162898 0.52065961 0.63001579 0.48815088] [ 0.27728862] [ 0.39750147 0.60449333 0.456237 0.39689939 0.45898147 0.60623871 0.5019042 0.51646006 0.48594948 0.53535013] [ 2.37383436] [ 0.53432332 0.62985625 0.36743738 0.50495203 0.34403047 0.31294578 0.42616278 0.63630473 0.63386661 0.28599376] [ 0.50262495] [ 0.64712017 0.59088305 0.52183987 0.39769944 0.26355193 0.30864625 0.46780667 0.64901662 0.43720508 0.37540411] [ 0.11432007] [ 0.2988758 0.43652522 0.49680369 0.51609241 0.4264442 0.64566536 0.46704348 0.45986645 0.34800234 0.41483799] [-0.25115291] [ 0.47281887 0.71046771 0.41875113 0.59741113 0.48779109 0.67433218 0.37076783 0.51573251 0.44089469 0.69576071] [-0.6395127] [ 0.54266615 0.5584359 0.4774841 0.52206153 0.35577612 0.23801355 0.42040634 0.58967323 0.4790543 0.34759401] [ 0.08918132] [ 0.23854088 0.62605886 0.37266207 0.75063637 0.43676817 0.78105724 0.39167113 0.40395527 0.49051239 0.66108334] [ 2.61395305] [ 0.86899709 0.62384939 0.62649199 0.31308814 0.40388461 0.17954771 0.55249579 0.84147567 0.5298552 0.24713211] [ 0.60092716] [ 0.55340112 0.70768265 0.49696878 0.37009174 0.36546795 0.49110499 0.5355095 0.63768963 0.4972371 0.4595403 ] [-0.68173467] [ 0.84935762 0.47419626 0.66386962 0.25061752 0.4037415 0.15491184 0.54298488 0.72706973 0.60547322 0.22463714] [-0.09391061] [ 0.75122717 0.65523204 0.48609855 0.36292392 0.32336855 0.19270098 0.44571263 0.65383188 0.53945097 0.26938747] [ 0.24447968] [ 0.22084753 0.56505837 0.49130291 0.65541398 0.43753442 0.78275916 0.35065112 0.40804207 0.36603785 0.61697328] [-0.05086946] [ 0.25432913 0.50927471 0.43095178 0.46971552 0.41292338 0.58606479 0.5064395 0.43831822 0.48416994 0.49529859] [-1.07066527] [ 0.6434085 0.70150102 0.4628443 0.47860424 0.30063677 0.27201771 0.43460587 0.65202901 0.63270495 0.38669953] [-0.36808859] [ 0.44466717 0.63944725 0.54256528 0.75519416 0.55038878 0.70126842 0.41065252 0.49372995 0.54965764 0.57859801] [-0.78588686] [ 0.58227085 0.62383993 0.58751893 0.47689528 0.53171392 0.44624115 0.43885525 0.56698781 0.56550574 0.46701378] [-0.22256458] [ 0.2722445 0.50285592 0.59530725 0.54702916 0.47726122 0.73584819 0.42006971 0.42385039 0.30389384 0.53989789] [ 0.07032557] [ 0.58272363 0.50598188 0.49037433 0.56114442 0.41801235 0.38090515 0.51575816 0.52023293 0.46079265 0.36112103] [ 3.00626647] [ 0.79787374 0.51420849 0.55988148 0.27702599 0.31104896 0.14518952 0.50993642 0.7156899 0.47577573 0.20994013] [-0.6390153] [ 0.37934821 0.46914142 0.45051998 0.50424231 0.48393189 0.73452724 0.3967667 0.73765329 0.42806432 0.47134634] [ 0.05632145] [ 0.27300745 0.64233987 0.5174832 0.6303432 0.50314241 0.75162339 0.39045879 0.44228805 0.48688256 0.63863027] [-0.77359291] [ 0.52667763 0.60901297 0.50440267 0.51050528 0.45176774 0.44728585 0.36439661 0.58416206 0.49385224 0.60671854] [-0.1567226] [ 0.86464987 0.4336176 0.59380468 0.30644607 0.41321919 0.34567238 0.50956489 0.76264442 0.44306042 0.28200342] [-0.7601378] [ 0.47674382 0.77005138 0.32596334 0.59891398 0.38419702 0.51358011 0.26233625 0.63020053 0.55673468 0.58773994] [-0.13193004] [ 0.37257533 0.63709909 0.53370584 0.58134379 0.43461188 0.68262912 0.32175628 0.43109113 0.47755766 0.66825557] [-0.21107127] [ 0.6688939 0.65649255 0.5064941 0.51599424 0.30193328 0.26505179 0.54659326 0.59249703 0.59880877 0.372134 ] [-0.38620336] [ 0.81485933 0.48713526 0.51796015 0.38941004 0.27522934 0.18483853 0.48545154 0.65996422 0.53974593 0.16715717] [ 0.87650927] [ 0.42227142 0.50835903 0.47896214 0.49324698 0.39169203 0.58340188 0.32513879 0.47718931 0.47118033 0.42028907] [-0.05421978] [ 0.28559461 0.75503705 0.33834207 0.72213181 0.4913926 0.68978599 0.32693589 0.48493498 0.52391756 0.76606008] [-0.53641911] [ 0.70596269 0.56031377 0.49090309 0.33195402 0.40842704 0.15517766 0.48838778 0.62866625 0.51520673 0.43049658] [-0.08004746] [ 0.43505474 0.50350888 0.51367456 0.46201451 0.52349403 0.5723377 0.34626618 0.39145795 0.44173623 0.48871165] [-0.34297783] [ 0.45221441 0.20111872 0.72815955 0.41149594 0.58813218 0.63197954 0.32177411 0.42709158 0.26160506 0.39564294] [ 0.12202478] [ 0.76074344 0.53312421 0.61491279 0.34778025 0.41867311 0.25291092 0.59969525 0.60320357 0.54425878 0.35969493] [-0.62444062] [ 0.71650135 0.71302264 0.43450618 0.35938989 0.29494084 0.29488273 0.456804 0.62246948 0.59896156 0.36555046] [ 0.12187477] [ 0.25662702 0.56153834 0.51820649 0.63183853 0.51233207 0.80101933 0.34565726 0.32568542 0.36410299 0.72210306] [-1.37571772] [ 0.67321363 0.72308386 0.41986289 0.61023014 0.26373616 0.21973454 0.38666642 0.51689315 0.53182555 0.35833664] [-0.5856809] [ 0.42071953 0.64617575 0.38329058 0.73563918 0.32606197 0.38803857 0.39781406 0.44329803 0.60029203 0.46763403] [-0.1800508] [ 0.68722584 0.65656826 0.4890293 0.44858434 0.34707642 0.17421814 0.37144134 0.71755778 0.61868551 0.42391354] [-0.13637159] [ 0.23114697 0.5400137 0.50002786 0.52202798 0.50952068 0.80738679 0.39083826 0.50285201 0.55746676 0.63920633] [ 0.4779673] [ 0.70882815 0.77670731 0.55378612 0.39732554 0.35912758 0.35870314 0.53361765 0.73362109 0.62344541 0.47778749] [-0.48614372] [ 0.41418346 0.35115192 0.66503359 0.46565498 0.50147563 0.60762198 0.40630761 0.42499267 0.30775187 0.61355343] [-0.27665914] [ 0.45199774 0.79598281 0.47431084 0.67779275 0.47070733 0.65948393 0.48888966 0.53692805 0.62366068 0.73954354] [-0.21211281] [ 0.66586303 0.68424166 0.35985584 0.43761668 0.29730227 0.36759666 0.35101217 0.69863644 0.53390412 0.37594445] [-1.52275363] [ 0.80516051 0.61558373 0.48333196 0.45350602 0.42029315 0.33973691 0.50957615 0.71014342 0.40269906 0.38492204] [-0.8663438] [ 0.52066527 0.68813949 0.42158943 0.51298422 0.48230232 0.43574103 0.34513932 0.53685713 0.50280564 0.55597365] [-0.51757724] [ 0.35430846 0.37259208 0.6238311 0.30041216 0.59908304 0.70748806 0.45923365 0.51982619 0.44344924 0.5328391 ] [ 0.22138999] [ 0.72372827 0.61745406 0.52216772 0.27126679 0.32501126 0.19305884 0.47925687 0.72655113 0.56870986 0.33045637] [-0.42051926] [ 0.39068144 0.29699258 0.69968801 0.46523524 0.5848039 0.63116719 0.36959851 0.29296879 0.25708636 0.46068012] [ 0.00657014] [ 0.20835159 0.32866197 0.51607737 0.53809522 0.54501059 0.78271347 0.43948475 0.40403298 0.20048179 0.47607462] [ 0.19253696] [ 0.73380771 0.75538232 0.44656047 0.35318262 0.36646972 0.40794898 0.53053804 0.66874262 0.51880856 0.47367514] [ 0.85115774] [ 0.81055628 0.66084407 0.51066058 0.24572813 0.31346666 0.12437704 0.50518017 0.77484489 0.57940404 0.37503345] [ 0.18657329] [ 0.43611253 0.34597069 0.68288477 0.40146764 0.61079096 0.68389768 0.36587743 0.4807109 0.38966617 0.6059153 ] [ 2.78195445] [ 0.68124046 0.58750912 0.52760771 0.5112591 0.34262128 0.25572135 0.4259608 0.77534141 0.51658851 0.41978268] [-0.7067816] [ 0.5769139 0.67012576 0.50727079 0.41557875 0.3698883 0.36844218 0.51204237 0.55192242 0.62629048 0.4337684 ] [ 0.03376907] [ 0.85313489 0.62826999 0.58826591 0.37572399 0.44039189 0.22639345 0.49494093 0.76777302 0.53029543 0.36020584] [ 0.00250473] [ 0.57942078 0.53440151 0.49142173 0.47249104 0.39526749 0.52726362 0.56270864 0.64781759 0.41255911 0.60208126] [ 0.83103364] [ 0.79640388 0.3869541 0.61496987 0.28915782 0.29928584 0.14652632 0.42052873 0.68332296 0.35308424 0.17570839] [ 0.18740135] [ 0.67034339 0.52639519 0.486491 0.36206752 0.29024981 0.22281181 0.50712864 0.6573211 0.59238228 0.23249691] [-0.4959223] [ 0.50476792 0.70322985 0.47118459 0.60719311 0.39976916 0.51647662 0.46063863 0.52184387 0.58401109 0.45248056] [ 0.11903236] [ 0.21397715 0.54023389 0.37680258 0.70768819 0.47965729 0.76113253 0.41862064 0.44439373 0.45075628 0.63327204] [ 0.01081572] [ 0.4089681 0.58722262 0.36919846 0.5509391 0.39896985 0.43027058 0.39122521 0.52369672 0.49853133 0.52361437] [-0.59388505] [ 0.57625851 0.63187459 0.3982447 0.44967382 0.37317535 0.34215724 0.37308106 0.58841217 0.44414215 0.53758102] [-0.14355697] [ 0.28350812 0.47633907 0.56486963 0.63051801 0.56540594 0.61129484 0.43994144 0.37007357 0.42226283 0.74565886] [-0.83486946] [ 0.43619533 0.59833887 0.47887896 0.58053063 0.39402238 0.42462014 0.40331672 0.57891007 0.53765996 0.41301947] [-0.24608934] [ 0.5878111 0.62624424 0.47894641 0.65149107 0.49184054 0.42475597 0.43291519 0.66707717 0.41968766 0.46482103] [-0.21707479] [ 0.69860936 0.63297511 0.53378024 0.5270353 0.46087058 0.30733044 0.42778634 0.72094061 0.5473285 0.37424659] [-0.1397606] [ 0.44609695 0.44462853 0.62872246 0.54851744 0.41064258 0.4935519 0.42101677 0.42320512 0.42344804 0.44504827] [-0.08378687] [ 0.60722655 0.55184812 0.5159366 0.43783 0.32453819 0.2020534 0.50602978 0.71552272 0.52044747 0.28960677] Progress: 14.3% ... Training loss: 0.567 ... Validation loss: 0.986[-0.28368249] [ 0.74402927 0.56323827 0.62735599 0.33747943 0.33545899 0.23710017 0.53367092 0.63206694 0.60539887 0.33984579] [ 0.5186712] [ 0.54482061 0.40005742 0.68731959 0.44857307 0.45862829 0.55259656 0.40923941 0.53790399 0.46859505 0.4266094 ] [ 0.51276326] [ 0.67654945 0.57676977 0.59111037 0.27253503 0.36073994 0.30620911 0.5994754 0.6666039 0.60370637 0.37581728] [-0.83233606] [ 0.57635776 0.79372818 0.45713067 0.50902226 0.47113312 0.45409835 0.51798213 0.55546419 0.56157966 0.55559417] [-0.30343335] [ 0.57784307 0.20559609 0.72870314 0.31844729 0.52741192 0.34724096 0.39131678 0.590555 0.23453649 0.29100252] [ 1.88002668] [ 0.48717966 0.6415894 0.4738573 0.49053264 0.48306097 0.59582209 0.49956401 0.66460023 0.55211336 0.4896464 ] [ 0.26221365] [ 0.55844646 0.58606904 0.47510074 0.64360842 0.35593386 0.62334597 0.50883412 0.70018996 0.46300128 0.5411598 ] [ 0.77431205] [ 0.60957104 0.43180029 0.63155696 0.3228172 0.39221447 0.38451197 0.59213808 0.76973683 0.36557265 0.28699346] [-0.09574069] [ 0.51978833 0.43965318 0.53483 0.3354049 0.38483263 0.37959327 0.49815303 0.52700361 0.49504822 0.35713892] [ 1.27673727] [ 0.42623218 0.35744834 0.61540319 0.44250472 0.5016142 0.61581386 0.41834846 0.47917946 0.38297196 0.40957217] [ 1.72429295] [ 0.71403317 0.72983019 0.46052798 0.34693835 0.34626084 0.24776763 0.56155371 0.67732781 0.67659268 0.34623074] [-0.66848955] [ 0.46961624 0.71926648 0.40165421 0.56541329 0.45809839 0.3266565 0.36908963 0.46164493 0.43751252 0.65629593] [-0.11578322] [ 0.32972723 0.22115344 0.75269697 0.44203252 0.54887366 0.70874179 0.34958495 0.27783832 0.19680178 0.52445019] [-0.08064804] [ 0.30689252 0.65328692 0.37471083 0.6214478 0.49492586 0.71131161 0.41416437 0.64277451 0.56169011 0.52481277] [ 1.9656938] [ 0.74159423 0.60898286 0.51762112 0.44314096 0.39043512 0.38523925 0.45712874 0.62063065 0.53289437 0.38714979] [-0.59197882] [ 0.38922581 0.62067156 0.43255407 0.63433426 0.39470859 0.54998004 0.45956788 0.57306631 0.40019715 0.50155536] [ 2.11800227] [ 0.69195493 0.74227917 0.38427502 0.57627617 0.26385359 0.18595395 0.45139202 0.63713256 0.65291645 0.37580175] [ 0.35412435] [ 0.21341291 0.49626008 0.56532048 0.56156826 0.59080905 0.74100109 0.33456335 0.30821636 0.43173097 0.66412343] [-0.4672815] [ 0.4399419 0.43465464 0.53738049 0.39546477 0.61754516 0.66042006 0.35234134 0.58770561 0.36715502 0.5639392 ] [ 0.50814184] [ 0.51784127 0.59531337 0.5439356 0.40952344 0.60985062 0.44636114 0.52921997 0.48467158 0.58546982 0.42166157] [ 0.21574564] [ 0.52933652 0.53353471 0.45624219 0.58940637 0.4279295 0.61858656 0.5193641 0.5747606 0.47692361 0.5163154 ] [-0.65997152] [ 0.48480478 0.64419877 0.53111112 0.58797372 0.28598541 0.49467348 0.38546216 0.45498073 0.48857752 0.48159176] [-1.08653079] [ 0.60174431 0.70291648 0.39931774 0.65242435 0.2974995 0.26359889 0.38286231 0.50518542 0.51121826 0.39973775] [-0.13080756] [ 0.83377821 0.60813207 0.57163283 0.45531225 0.39210216 0.30378835 0.45416767 0.75961473 0.60018257 0.30465681] [ 0.17353647] [ 0.19970853 0.58231088 0.48230008 0.49969215 0.54490665 0.80020267 0.41172532 0.28428727 0.55184616 0.69271998] [-0.04019697] [ 0.26469732 0.5722644 0.50907488 0.57931092 0.44368571 0.66304088 0.42611065 0.42689067 0.43348378 0.61670198] [-0.07891967] [ 0.72986023 0.56899689 0.57773498 0.45917775 0.2517045 0.26130738 0.41150836 0.65128473 0.61244098 0.33936627] [-0.50861872] [ 0.36259046 0.66678046 0.33730031 0.70351793 0.34777313 0.52900519 0.42727119 0.56421593 0.50870619 0.47765763] [-0.07225769] [ 0.56592318 0.31227541 0.66411995 0.44333938 0.38747734 0.4929062 0.43255517 0.56723637 0.44114656 0.31720989] [ 0.60563428] [ 0.73041362 0.58600541 0.49050049 0.36745768 0.39338019 0.15046612 0.42761679 0.61261216 0.57205565 0.23094583] [-1.06975015] [ 0.65126991 0.69106976 0.45088938 0.45104812 0.52567093 0.36382806 0.47985025 0.60811136 0.53109772 0.5350579 ] [-0.65058413] [ 0.55442896 0.58985212 0.50315594 0.63307431 0.55213615 0.6570809 0.45618408 0.64978694 0.50027188 0.43399624] [ 0.28814627] [ 0.80951569 0.6886944 0.5770601 0.40401026 0.37084431 0.31242101 0.57527459 0.7467426 0.5952745 0.44997723] [-1.06778225] [ 0.53784161 0.61155899 0.49793556 0.44292108 0.39317165 0.37602965 0.57515788 0.57256533 0.66585761 0.34832448] [-0.12606012] [ 0.3871274 0.34513628 0.49991514 0.54339811 0.48777436 0.55193435 0.3568961 0.37742936 0.41933417 0.3500698 ] [-0.08293551] [ 0.24788631 0.66386626 0.41159673 0.56888726 0.47914953 0.71816477 0.36771345 0.36522246 0.56037877 0.58326669] [-0.42509653] [ 0.57746893 0.63090444 0.45516787 0.55340379 0.2969542 0.33648255 0.40942764 0.59312524 0.54996107 0.43623471] [-0.13314209] [ 0.31522829 0.77674952 0.38367878 0.69946962 0.39887018 0.64154054 0.40796566 0.44525562 0.47073518 0.62643496] [-0.93628429] [ 0.64213866 0.72647306 0.41599641 0.72293736 0.48586731 0.28154098 0.43316705 0.62667566 0.50550391 0.66068841] [ 0.2228491] [ 0.52785847 0.5773552 0.50028873 0.52399417 0.35562128 0.31945371 0.53786282 0.70089053 0.47284971 0.32234226] [-0.68332684] [ 0.6398907 0.76650552 0.51969931 0.49546541 0.40103162 0.42823819 0.50058796 0.65259184 0.5678974 0.47854692] [ 0.24656926] [ 0.44757141 0.40359381 0.57600405 0.27042736 0.46707495 0.52432945 0.58533566 0.54115588 0.35039153 0.34111936] [ 0.21529031] [ 0.27188932 0.61217325 0.44110804 0.47033761 0.49424323 0.74302385 0.3992937 0.36288061 0.4371516 0.67291211] [-0.2361348] [ 0.5221098 0.64073285 0.43477785 0.57410828 0.24923681 0.43104152 0.43010578 0.64658108 0.53264528 0.34049655] [-0.62153704] [ 0.46629927 0.26689486 0.53192811 0.43425262 0.48919618 0.39845939 0.47905751 0.45176465 0.31662678 0.48493353] [ 1.82771285] [ 0.74708271 0.64329841 0.45029973 0.46259348 0.26027453 0.20050446 0.49325184 0.6730229 0.60331428 0.24846205] [-0.08916066] [ 0.42772725 0.64773291 0.53193829 0.58924715 0.51513725 0.69334572 0.50917727 0.60746968 0.48841072 0.52239161] [-0.37007089] [ 0.31067065 0.40554199 0.46983916 0.6381193 0.45274145 0.69543305 0.41777787 0.49696558 0.32201198 0.33080086] [-0.334221] [ 0.53926825 0.39639272 0.66264392 0.37447966 0.49594503 0.55119391 0.42928656 0.52006125 0.32017869 0.41073636] [-1.34310053] [ 0.6474913 0.64106324 0.4618503 0.44235429 0.26749733 0.19270128 0.50348035 0.6717194 0.53219899 0.26093267] [-0.09690999] [ 0.67197463 0.70980199 0.49460001 0.51048085 0.39348195 0.36156488 0.49374352 0.70758486 0.5970407 0.41906033] [ 0.73386672] [ 0.63042227 0.62358225 0.52252145 0.41632867 0.31640428 0.2614907 0.44258288 0.63980913 0.51513897 0.40382873] [ 0.48571846] [ 0.69270801 0.62158048 0.49687393 0.47448225 0.42907194 0.39062443 0.54238333 0.63721545 0.46247076 0.46228991] [ 0.25218037] [ 0.36619611 0.73816896 0.29450664 0.71416203 0.29232232 0.40490601 0.5046544 0.62311368 0.58989742 0.67235869] [ 0.05259288] [ 0.45358755 0.55978253 0.48378728 0.54094121 0.41954787 0.61229178 0.39238985 0.43006024 0.46705353 0.46306474] [-0.17389894] [ 0.28289914 0.59889118 0.3145676 0.6638798 0.37907318 0.51979371 0.35174105 0.52935907 0.51418685 0.51370039] [ 0.1777345] [ 0.58181875 0.6305272 0.48079995 0.49716252 0.32571482 0.20028812 0.49262777 0.6439158 0.46129926 0.45583152] [ 3.00150013] [ 0.75593827 0.66587071 0.47431755 0.50502802 0.23803162 0.14580509 0.44412587 0.73082359 0.54643694 0.33089894] [ 0.12362242] [ 0.71480796 0.77033912 0.46524332 0.37263794 0.37941003 0.42843844 0.60106903 0.69487075 0.62251284 0.52282688] [-0.96854786] [ 0.56053019 0.69336063 0.38195034 0.59439829 0.36516139 0.36037741 0.33106939 0.58705886 0.47263561 0.45849928] [-0.58274336] [ 0.61645387 0.40296154 0.66946441 0.23196925 0.46402807 0.36346937 0.48466894 0.51454606 0.38972156 0.3920258 ] [-0.62055102] [ 0.50863908 0.33297727 0.66404768 0.39835472 0.58211679 0.58209219 0.43923872 0.46818909 0.32807161 0.42768051] [ 0.24794544] [ 0.63183549 0.6301235 0.42714524 0.54131089 0.27877831 0.15933074 0.52777785 0.59610899 0.60003521 0.34066691] [-0.36924217] [ 0.58134431 0.34837688 0.56669832 0.39379259 0.50414063 0.57611219 0.40433814 0.6848546 0.51587879 0.31952322] [ 0.10387136] [ 0.69283821 0.51882968 0.48852413 0.48150446 0.35775488 0.3183165 0.54234483 0.6669928 0.59292038 0.18745469] [ 0.54826769] [ 0.41341134 0.41997915 0.60474053 0.54300845 0.57575785 0.66445669 0.38597377 0.51326552 0.50482235 0.49089715] [-0.8999726] [ 0.5563792 0.51425181 0.54294273 0.46275271 0.35002106 0.2940552 0.37017744 0.54715414 0.50210051 0.33103718] [-0.16137854] [ 0.35800518 0.62866919 0.33503421 0.54188647 0.43295007 0.75892547 0.39205409 0.57921311 0.51055654 0.51177838] [-0.49695806] [ 0.60581699 0.34402964 0.67928272 0.35230584 0.59751403 0.43117827 0.50538995 0.49565074 0.37330625 0.45937703] [ 2.07873613] [ 0.70452925 0.52981381 0.59811314 0.37125233 0.50196702 0.31315576 0.48338255 0.68902687 0.4781383 0.32233222] [ 1.05336876] [ 0.61139007 0.71123882 0.45650088 0.47885844 0.28219151 0.25989989 0.48470557 0.6557813 0.56713158 0.51045088] [ 0.45229859] [ 0.50921883 0.65981932 0.41002815 0.47264818 0.30479168 0.29845122 0.5297479 0.76610411 0.59289546 0.27324852] [ 0.28092039] [ 0.52769535 0.64928887 0.48005535 0.49786395 0.31410748 0.252757 0.49639716 0.62783768 0.50768443 0.39384459] [ 1.18010199] [ 0.74738214 0.36635371 0.65569794 0.25804942 0.4605698 0.23248836 0.51447379 0.6040701 0.41250322 0.23522336] [ 0.68933372] [ 0.76807715 0.61240309 0.54790759 0.33169212 0.28995922 0.12622313 0.45067682 0.75870784 0.52201876 0.22246366] [ 0.90837754] [ 0.36034763 0.62257202 0.43479654 0.50732553 0.39461791 0.62852187 0.37113977 0.5413028 0.40345746 0.51289251] [ 0.77657827] [ 0.39221627 0.41149379 0.57219732 0.40921391 0.58575868 0.68982766 0.39992214 0.4996212 0.40268189 0.57312426] [ 2.29265518] [ 0.56796531 0.77530416 0.4299951 0.63532222 0.41010077 0.4414472 0.46483817 0.68720875 0.69736274 0.42919587] [ 1.27778316] [ 0.56469898 0.61235924 0.5262083 0.54456166 0.32782272 0.38077074 0.38056983 0.69283473 0.54106409 0.39921847] [-0.16990199] [ 0.45402618 0.24363464 0.67459801 0.28721719 0.61754678 0.57101933 0.39809556 0.38353503 0.26666809 0.45031294] [ 0.07603033] [ 0.25406439 0.41564549 0.5525231 0.40660775 0.53008992 0.67717941 0.34803763 0.32686521 0.3594331 0.51401782] [ 0.4503586] [ 0.32659618 0.63989931 0.42570003 0.4479018 0.39643054 0.58686602 0.43439624 0.5406031 0.55164551 0.47622951] [ 0.18070997] [ 0.61880041 0.50740405 0.47118163 0.47604649 0.56294174 0.52950043 0.51194864 0.52413455 0.44235999 0.37985294] [ 0.6143455] [ 0.29683646 0.53149055 0.5374932 0.52422982 0.41534861 0.60568179 0.4558283 0.43426351 0.49139377 0.46163123] [ 0.15581114] [ 0.24075012 0.61545208 0.45735832 0.63498071 0.47919583 0.72670038 0.34751879 0.36702996 0.5238788 0.66786614] [-0.32307159] [ 0.53428658 0.5420434 0.62102395 0.52764733 0.60908038 0.71251249 0.42922396 0.55974452 0.45062441 0.59024495] [-0.00839213] [ 0.44893265 0.71023658 0.52242792 0.67909142 0.48318459 0.66188031 0.3501762 0.50461672 0.50689599 0.64500672] [-0.30610114] [ 0.76159591 0.75165769 0.45157782 0.4487124 0.3825559 0.45944093 0.47941498 0.73125019 0.58730894 0.47593502] [-0.03214023] [ 0.57005021 0.46460654 0.56212476 0.48446656 0.41426825 0.28632995 0.49121552 0.59183738 0.43893465 0.35079208] [ 0.72004849] [ 0.31895583 0.64235301 0.42164592 0.49313849 0.39613405 0.57051855 0.35185436 0.52145029 0.45775541 0.58848471] [-0.45386275] [ 0.66661969 0.56670889 0.54050235 0.57233175 0.46202737 0.290288 0.41511614 0.68758447 0.62057809 0.40380633] [ 0.39553159] [ 0.3191254 0.60253478 0.44018178 0.47405871 0.43129896 0.57018803 0.39698839 0.48579995 0.50124885 0.47792814] [ 1.83756837] [ 0.7861757 0.50046144 0.64457051 0.31699258 0.47218374 0.22890642 0.5719585 0.68628376 0.45069375 0.35394666] [-0.22711156] [ 0.61455129 0.34194648 0.56840968 0.30779041 0.46642944 0.47948476 0.39488302 0.62963037 0.30593869 0.38284848] [-0.41231347] [ 0.40355344 0.53525302 0.5897909 0.38658933 0.51572524 0.51547039 0.47997913 0.4165324 0.47362066 0.53994295] [-0.0718699] [ 0.50036079 0.43939779 0.57759902 0.37126914 0.49134637 0.53547954 0.46205198 0.64097159 0.49325375 0.41178313] [ 1.61915526] [ 0.52426273 0.5485123 0.44558043 0.62143305 0.34200615 0.46091344 0.54896925 0.75335529 0.44705391 0.26893604] [ 0.01567567] [ 0.3912348 0.82686066 0.3047327 0.76815647 0.46906772 0.76439566 0.35853228 0.5029518 0.57112446 0.76122655] [ 0.14426852] [ 0.22450764 0.67245126 0.39334031 0.64937434 0.49683958 0.72530053 0.38383002 0.43961904 0.6010381 0.62881037] [-0.81821848] [ 0.4506231 0.59635293 0.46287677 0.48655688 0.37734532 0.35094783 0.43041781 0.5436469 0.50177151 0.40469519] [ 0.03606714] [ 0.26323002 0.66705841 0.44639361 0.57028121 0.45988093 0.78300169 0.37629996 0.57440485 0.53000136 0.65545077] [ 0.9670146] [ 0.65055748 0.69582974 0.45668196 0.54533615 0.30043832 0.35441525 0.55042154 0.73631061 0.55467804 0.34931864] [-0.45984703] [ 0.42429332 0.67057974 0.34400556 0.66977014 0.32670185 0.42975239 0.29782445 0.42106205 0.54906054 0.45199124] [-0.20571291] [ 0.51751431 0.57983372 0.56658988 0.41548413 0.55011135 0.44176909 0.46729305 0.5101157 0.47156834 0.69298746] [-0.50391116] [ 0.47116376 0.38676957 0.66218647 0.4679963 0.50417508 0.66779294 0.43498779 0.49453709 0.39919111 0.46036578] [-0.66981188] [ 0.47951329 0.31468564 0.70570674 0.41517315 0.45019382 0.41365009 0.48795517 0.47273091 0.33822018 0.35463931] [-0.40490433] [ 0.73178202 0.67598685 0.45750692 0.48259222 0.2302885 0.23219705 0.45811891 0.67629276 0.5286157 0.27838447] [-0.33759545] [ 0.33200935 0.60976463 0.47295744 0.55232141 0.4950211 0.62564158 0.48142265 0.4833063 0.35858118 0.56533516] [-0.2652552] [ 0.49953458 0.372784 0.6559673 0.31670513 0.45757093 0.43995694 0.43930759 0.50864358 0.39374276 0.38399011] [ 1.05929533] [ 0.81435727 0.4244656 0.61418817 0.34860655 0.25929187 0.2404947 0.48630621 0.77836324 0.42238393 0.23889819] [-0.50395099] [ 0.6627987 0.50871958 0.57604922 0.19895343 0.43877507 0.43138974 0.53394066 0.7689938 0.56115558 0.37038021] [ 0.06940195] [ 0.47710435 0.65588601 0.35180908 0.54506167 0.27190917 0.46074732 0.39084644 0.41450339 0.56304848 0.42616104] [-0.55763903] [ 0.73326413 0.34645626 0.65028283 0.33447969 0.47864431 0.24911434 0.44845602 0.56931543 0.38859933 0.34923102] [-0.39882878] [ 0.36568088 0.69509961 0.35249642 0.56668425 0.26646037 0.53616052 0.50470424 0.6816384 0.65200176 0.4110144 ] [ 2.34501672] [ 0.70059219 0.46837709 0.55307903 0.40606293 0.36704966 0.29830969 0.47264565 0.7093857 0.47262476 0.24199674] [-0.4405854] [ 0.60833592 0.49017861 0.60691201 0.39815764 0.47645371 0.49435464 0.53423362 0.61821135 0.35293844 0.40735597] [ 1.89304203] [ 0.76927982 0.52790111 0.55099495 0.430318 0.40479665 0.23452427 0.52281801 0.76295327 0.37935212 0.37778895] [ 0.05377273] [ 0.47137114 0.31137835 0.61604832 0.42655613 0.41863667 0.36982259 0.42670439 0.40459352 0.44758466 0.24670405] [-0.3772825] [ 0.67294717 0.70212911 0.44503533 0.3699264 0.40166386 0.45102701 0.58413266 0.624722 0.61156444 0.41838631] [-0.50922524] [ 0.67036217 0.62391035 0.56739542 0.41114058 0.52744658 0.43846267 0.47038351 0.67533286 0.49662806 0.51029123] [-0.00229743] [ 0.17506982 0.5395291 0.45453817 0.63356398 0.46105082 0.69672232 0.40431553 0.31133835 0.56758372 0.54846543] [ 0.07304153] [ 0.63180788 0.7441947 0.43689844 0.61257203 0.42090861 0.35086327 0.42978111 0.61635414 0.68362552 0.44040783] [-0.14491417] [ 0.60750622 0.70745799 0.46341256 0.43198226 0.32968725 0.3493237 0.48792597 0.70844131 0.5967625 0.47661512] [-0.29442538] [ 0.4639173 0.57168548 0.46150046 0.49850707 0.36827117 0.38633919 0.39641958 0.64087922 0.49986104 0.45586463] [ 0.195913] [ 0.57625145 0.64945187 0.43795653 0.5538222 0.40998746 0.2355326 0.42727257 0.63235633 0.57623039 0.40849086] [-0.13782064] [ 0.34863304 0.62329838 0.52653722 0.45249406 0.5138485 0.77124223 0.37989683 0.48029371 0.56689198 0.72238482] [-0.96578294] [ 0.5100862 0.6256853 0.5026416 0.41382206 0.38164783 0.42646048 0.43169054 0.56200371 0.55418317 0.50264053] [-0.36401365] [ 0.51587499 0.59212897 0.43672192 0.56893176 0.42479954 0.41889923 0.48880165 0.64345267 0.45769038 0.55103864] Progress: 14.6% ... Training loss: 0.574 ... Validation loss: 0.889[-0.36525893] [ 0.47075891 0.61063625 0.45165147 0.532519 0.38159019 0.2861123 0.40548475 0.53476602 0.49529102 0.41594424] [ 0.03125858] [ 0.69410288 0.69601621 0.53447458 0.60522827 0.47555834 0.31253171 0.4889022 0.61350753 0.73204931 0.32412155] [-0.34793481] [ 0.33804357 0.56869919 0.5409515 0.56520053 0.44387858 0.48663692 0.42934272 0.40555933 0.45814021 0.5131871 ] [-0.29560583] [ 0.27840802 0.57454395 0.40714827 0.50625728 0.41696496 0.66171581 0.36458458 0.47911348 0.44753979 0.60020435] [-0.26947076] [ 0.28498332 0.4672318 0.56423842 0.38437378 0.63427608 0.54981394 0.45882426 0.31917583 0.40948306 0.53850536] [ 0.33047826] [ 0.50641202 0.69510276 0.50299618 0.60843925 0.3520051 0.39131717 0.41064305 0.55384052 0.68163555 0.47642589] [-0.34256567] [ 0.47815482 0.50049333 0.46818289 0.55507698 0.30396461 0.33802531 0.39243339 0.65592162 0.42102952 0.35660203] [-0.3221416] [ 0.45103526 0.41847534 0.61456897 0.36667741 0.54302013 0.61390876 0.4168939 0.39379138 0.39832251 0.5544466 ] [-0.17259682] [ 0.34745965 0.67819131 0.52753465 0.70070606 0.54120124 0.7532415 0.42254329 0.51135345 0.56492286 0.65984559] [-0.35228051] [ 0.41483457 0.36748585 0.60880421 0.36881483 0.524684 0.58143284 0.52237476 0.648948 0.41796641 0.44764412] [-0.83768155] [ 0.56544028 0.72901172 0.39260558 0.66468357 0.49217599 0.47643797 0.45047452 0.47468486 0.45777139 0.53807972] [ 0.76875913] [ 0.50550457 0.31730084 0.69552416 0.46320037 0.43355366 0.46008802 0.39151477 0.56372207 0.44284569 0.36490287] [ 1.13512547] [ 0.67612267 0.55544572 0.57382734 0.47310593 0.37060396 0.2715421 0.49380552 0.66670049 0.51091581 0.27729163] [-0.95834837] [ 0.64423583 0.8326602 0.4939563 0.49211749 0.37184909 0.58378995 0.51074341 0.62515537 0.62640454 0.62665876] [-0.53903527] [ 0.82218421 0.44469569 0.57338489 0.38974983 0.25643999 0.14744957 0.48280579 0.72545121 0.47687819 0.22259113] [-0.39683453] [ 0.37252198 0.4918958 0.60096303 0.49536853 0.45729126 0.60566123 0.38717742 0.42578768 0.43020233 0.51852035] [ 0.25646454] [ 0.55437785 0.39052818 0.58924735 0.28988215 0.54428714 0.44987766 0.43966532 0.60972637 0.46480614 0.36291551] [-0.42838109] [ 0.6774732 0.66161075 0.45626149 0.54273526 0.29708853 0.35748642 0.47292937 0.74036451 0.58451508 0.44069437] [ 1.01323948] [ 0.72419641 0.53504444 0.6148846 0.35335988 0.51344901 0.3238838 0.59608676 0.65427848 0.4682819 0.44136281] [ 0.06578738] [ 0.53888979 0.6879454 0.54271701 0.57014432 0.39795775 0.50030075 0.57291227 0.64376019 0.57521813 0.53241686] [ 0.0176606] [ 0.24108928 0.65297969 0.4116257 0.74185869 0.49353054 0.79218534 0.43504097 0.3384358 0.52438224 0.66561755] [ 0.13181115] [ 0.38764778 0.43562298 0.50078966 0.59928952 0.38603992 0.55436815 0.52255253 0.59043672 0.49539427 0.29403486] [-0.36735229] [ 0.38282217 0.35491933 0.64142699 0.46303577 0.55806385 0.47812744 0.40063353 0.31419495 0.30506637 0.47418387] [-0.30142521] [ 0.36545812 0.61212933 0.36367857 0.6815545 0.49097959 0.64257286 0.3391195 0.43678569 0.42665029 0.56858659] [-0.00596262] [ 0.33413822 0.74970121 0.43694802 0.69839618 0.32527406 0.70691388 0.37582848 0.50342288 0.49760406 0.59562368] [-0.95023405] [ 0.5573539 0.48147738 0.53310887 0.28988316 0.39919458 0.2255246 0.50412073 0.68109955 0.49085746 0.30059095] [-0.02012592] [ 0.77080815 0.65965526 0.55420495 0.44042777 0.34724997 0.32346234 0.48870913 0.76011236 0.56265253 0.3167775 ] [ 0.52637195] [ 0.47579693 0.58594526 0.4977533 0.44597571 0.3977869 0.4848243 0.48420458 0.65212167 0.56363984 0.47004727] [ 2.82231768] [ 0.52347473 0.44757027 0.50172989 0.48631188 0.35266164 0.44965466 0.49290562 0.7374532 0.41500378 0.24063784] [ 0.33186183] [ 0.43557545 0.64663508 0.44104603 0.58025092 0.42293741 0.729153 0.39909311 0.65428534 0.5913734 0.60987376] [-0.09004429] [ 0.46272419 0.59044537 0.5151603 0.61799912 0.4827083 0.53400541 0.50918648 0.55174665 0.57902082 0.49434257] [-0.26723214] [ 0.72381339 0.49968169 0.59506985 0.36329381 0.49260073 0.39149835 0.59229399 0.61324732 0.45116764 0.37949588] [ 1.99307634] [ 0.80655053 0.56209217 0.56134159 0.22166828 0.39400223 0.25041097 0.60197324 0.77236853 0.50231289 0.30079619] [-1.02751705] [ 0.51518019 0.67110523 0.46328967 0.50248835 0.36915548 0.43978502 0.45593269 0.48953352 0.56693286 0.42698721] [ 0.43557282] [ 0.73138151 0.7483312 0.45292016 0.38182173 0.2744906 0.19964926 0.48563899 0.61189972 0.69709241 0.35311781] [ 0.17574045] [ 0.31889103 0.42476681 0.52925125 0.54013412 0.53510481 0.61525598 0.43681408 0.39297161 0.50880197 0.48783925] [ 0.52978572] [ 0.54060823 0.58731814 0.52538159 0.58613819 0.46304199 0.62150534 0.42289486 0.62468916 0.49058879 0.48514949] [-0.52438332] [ 0.39187474 0.72648709 0.39648733 0.616096 0.29256676 0.59324545 0.48154437 0.60272761 0.48704379 0.51136986] [ 0.9239165] [ 0.70340468 0.53152355 0.60145427 0.38087073 0.42712921 0.37065312 0.49929433 0.59608117 0.49076748 0.32750007] [-1.0107896] [ 0.78919139 0.46764388 0.57531757 0.30807505 0.36284395 0.24878874 0.4374622 0.74234695 0.43400034 0.3595887 ] [-0.37869554] [ 0.50690973 0.34676089 0.55047853 0.27046842 0.53376022 0.63760843 0.44581323 0.62533332 0.35411956 0.42213023] [-0.1902144] [ 0.35575335 0.75078765 0.4344212 0.66505663 0.35351908 0.67798032 0.41559866 0.55078586 0.51102496 0.59137833] [-0.00838289] [ 0.42756207 0.6990251 0.43209552 0.72475315 0.37971567 0.64525088 0.43578932 0.49074013 0.51093457 0.65035613] [ 1.15000627] [ 0.52479834 0.61729429 0.3965233 0.62252147 0.29104531 0.22004576 0.57325788 0.57923465 0.60971356 0.55837664] [ 0.05725077] [ 0.55482331 0.68093687 0.44190665 0.45561763 0.27190733 0.31523966 0.46434459 0.64130916 0.60222675 0.40103384] [-0.50663536] [ 0.61127172 0.68656037 0.44024618 0.49813265 0.39433067 0.40032583 0.52802794 0.6645749 0.61925575 0.38990096] [-1.09905969] [ 0.57274881 0.60656085 0.50818523 0.54417847 0.4605413 0.53864882 0.43672276 0.61113763 0.62918705 0.4110102 ] [-0.05391504] [ 0.22768615 0.61129564 0.48198959 0.54370857 0.42767633 0.75946264 0.32431566 0.31529751 0.38356825 0.65088351] [-0.59555507] [ 0.52904246 0.37977913 0.6372736 0.4153902 0.5221404 0.55322943 0.50124011 0.55828924 0.27562374 0.41328769] [-0.86856872] [ 0.50920504 0.74405482 0.44241323 0.57637409 0.37513138 0.45021516 0.36714773 0.49717877 0.56316925 0.53378682] [-0.44544826] [ 0.42397822 0.52483563 0.56386711 0.50252335 0.56725024 0.70658217 0.53075065 0.49643194 0.409008 0.60989956] [ 0.12199566] [ 0.49486676 0.5161584 0.46650243 0.53937762 0.36104162 0.2482561 0.41075832 0.48705026 0.51103195 0.30570046] [ 1.26701615] [ 0.59772544 0.52399989 0.51959574 0.5226281 0.4967817 0.52074256 0.49183443 0.64389165 0.56017649 0.3671499 ] [-0.58402334] [ 0.45645047 0.48907898 0.57491527 0.53768028 0.41422895 0.58686707 0.44429439 0.5687541 0.33533754 0.44081472] [-0.1687513] [ 0.46156626 0.1481708 0.73137568 0.31310163 0.58121927 0.55104856 0.3650521 0.40653948 0.22024621 0.32397289] [-0.29993608] [ 0.3059208 0.59020333 0.42102729 0.67611016 0.55885854 0.80129367 0.46315223 0.53751359 0.56595516 0.52492197] [ 1.29443746] [ 0.58900505 0.80329924 0.41807068 0.63028498 0.36863808 0.45467128 0.52551751 0.59682719 0.68535552 0.41491328] [-0.25238315] [ 0.30386213 0.50319243 0.45803926 0.4409586 0.51427358 0.57221954 0.35713235 0.47786782 0.38427676 0.5007001 ] [-0.33586211] [ 0.5146269 0.3009927 0.52908919 0.5481094 0.47447139 0.70232918 0.4207216 0.52925822 0.36591479 0.43678936] [ 1.15406948] [ 0.2273517 0.78878244 0.37820701 0.71543126 0.42027907 0.72703979 0.3830111 0.4847503 0.46096023 0.76263462] [-0.05798669] [ 0.24085111 0.73656729 0.32451361 0.64341738 0.51202816 0.61334884 0.31775312 0.34541661 0.40667333 0.73146229] [ 0.06857] [ 0.3333694 0.70010955 0.42563413 0.4930705 0.44589654 0.68672027 0.36858238 0.34279464 0.48720382 0.6659751 ] [-0.2335945] [ 0.31896801 0.44142666 0.46175903 0.63415813 0.52263953 0.69864406 0.49872269 0.59167758 0.45695996 0.43690527] [-0.14393815] [ 0.4044273 0.45403446 0.60920546 0.38092259 0.56054777 0.61387093 0.43448475 0.31862358 0.33770807 0.54631095] [ 1.61679304] [ 0.8177923 0.53482692 0.55543017 0.43570479 0.35776614 0.25045809 0.49555414 0.71358566 0.43772148 0.33643951] [-0.80273805] [ 0.68960971 0.58424329 0.4940786 0.38614568 0.32727771 0.29952803 0.54960098 0.64125006 0.60215974 0.40672286] [ 0.36822682] [ 0.7350875 0.69663221 0.49084196 0.35437724 0.32464405 0.1625231 0.50505429 0.71720447 0.61408195 0.4172486 ] [-1.12973244] [ 0.565618 0.23723166 0.6971027 0.4687017 0.55980399 0.39789219 0.44226657 0.39159268 0.22738062 0.30794229] [-0.92142589] [ 0.54557184 0.53281101 0.43294541 0.48823885 0.52233734 0.6179016 0.36598474 0.68327998 0.42323563 0.4959036 ] [-0.40147929] [ 0.27808079 0.44082681 0.5121966 0.71455558 0.45211187 0.64129474 0.48725511 0.44087235 0.42863432 0.41512106] [-0.8315566] [ 0.48737828 0.64368828 0.53244235 0.58589127 0.28455015 0.49198599 0.38707334 0.45810728 0.49007778 0.47781274] [-0.25327457] [ 0.57640395 0.66079547 0.46002077 0.61887539 0.27124904 0.28242338 0.47876453 0.60099116 0.55003302 0.51888121] [ 0.81624732] [ 0.55237417 0.6875283 0.45170705 0.50393344 0.30552903 0.30260361 0.40309206 0.6756825 0.53498838 0.37919531] [-0.45495571] [ 0.40116976 0.50472841 0.55647061 0.48664356 0.4684316 0.66608895 0.3646026 0.56420006 0.41025033 0.51770274] [-0.11472436] [ 0.32027376 0.75300376 0.29532855 0.78320602 0.3775085 0.73360259 0.41630915 0.55697613 0.54100557 0.63646966] [-0.20591577] [ 0.54273834 0.4048859 0.64671692 0.3930473 0.43681796 0.33606883 0.42726896 0.54532427 0.35170589 0.32491678] [-0.16897018] [ 0.67797243 0.47252558 0.57886218 0.36341895 0.43997255 0.32669089 0.55236937 0.64202361 0.45843059 0.25304925] [-0.05029247] [ 0.50246828 0.51975964 0.52922474 0.53129921 0.33825283 0.39202308 0.57422608 0.73065399 0.45452884 0.29943089] [-0.01931065] [ 0.41092719 0.64777401 0.38725729 0.59019223 0.47976041 0.57811444 0.50753527 0.54285572 0.49270401 0.47926768] [ 2.89492747] [ 0.54638798 0.75018392 0.3828676 0.50368847 0.29610701 0.30932212 0.46410562 0.63244205 0.60114501 0.39708799] [-0.43516738] [ 0.63064397 0.63517945 0.41924818 0.42321269 0.37937311 0.36365471 0.41517713 0.57658242 0.50366887 0.40210412] [-0.09829884] [ 0.41035742 0.80446865 0.40671179 0.70269348 0.40352682 0.68265934 0.44006095 0.53833945 0.5241492 0.76393041] [-0.12598002] [ 0.36156286 0.38988437 0.69848096 0.5053366 0.51012261 0.57100824 0.36406931 0.34139238 0.42352064 0.48401602] [-0.1225844] [ 0.83844208 0.62603791 0.62214903 0.34740528 0.40119635 0.20404421 0.63002898 0.74200842 0.57143384 0.29684131] [-0.94077063] [ 0.67888614 0.79249312 0.42911116 0.54181223 0.26388086 0.33953551 0.40811987 0.62435253 0.70920953 0.45992544] [-0.55576851] [ 0.52740939 0.70427064 0.43222399 0.69563593 0.4816922 0.47762153 0.41552799 0.64330921 0.46902871 0.5295829 ] [ 2.41140523] [ 0.52116231 0.75766263 0.36027656 0.6020973 0.29976747 0.26148216 0.42702888 0.61730722 0.59314583 0.47726954] [ 0.22719073] [ 0.48886075 0.46472329 0.50079991 0.32171387 0.51708622 0.44357967 0.47594819 0.57400212 0.58365281 0.34027358] [-1.28501493] [ 0.58775939 0.57189097 0.45690575 0.62359646 0.41403176 0.33854663 0.45600884 0.58781874 0.38514659 0.31106024] [-0.76406262] [ 0.5244382 0.54780572 0.54540163 0.67169859 0.50232666 0.57766921 0.41341463 0.47887177 0.49024557 0.44292044] [-0.71192756] [ 0.74547607 0.76377902 0.4555475 0.44248274 0.38724503 0.48828741 0.5515597 0.65718562 0.61729972 0.46237286] [-0.81651499] [ 0.39172167 0.63522139 0.38003635 0.67372527 0.462061 0.46946629 0.47541153 0.44415698 0.45781826 0.36952074] [-0.00624825] [ 0.76739768 0.51037738 0.6169125 0.31027063 0.33215254 0.24205297 0.57269054 0.83550805 0.56767492 0.21097285] [ 0.25701101] [ 0.43492781 0.63600871 0.56683718 0.35643709 0.50415578 0.50311047 0.39462434 0.55029189 0.49773759 0.62256833] [ 0.20646463] [ 0.18394289 0.68890979 0.3801858 0.66790324 0.52897458 0.75214747 0.33192603 0.35537419 0.4761739 0.73799461] [-0.38379472] [ 0.55115228 0.67119025 0.48699482 0.56280652 0.36260651 0.34760205 0.39437884 0.57021816 0.52985808 0.36589932] [-0.45848515] [ 0.56451756 0.5753938 0.54125266 0.59421759 0.55941167 0.42265976 0.398772 0.54946416 0.55496035 0.5163936 ] [-0.10033164] [ 0.24778933 0.48395743 0.63365608 0.53527771 0.48763635 0.74783709 0.36010173 0.31045572 0.33783717 0.64924456] [-0.55422747] [ 0.34226664 0.75202237 0.42250646 0.63326658 0.41892994 0.5559437 0.38827636 0.48381471 0.61486617 0.61755585] [ 0.26789319] [ 0.62732004 0.61987661 0.50807348 0.37817534 0.36858376 0.18687933 0.500205 0.6415767 0.68726586 0.26968082] [-0.47032139] [ 0.51263845 0.28456593 0.62540916 0.35355897 0.43806736 0.53307429 0.44114986 0.52020994 0.30191435 0.33668986] [-0.26085346] [ 0.53810018 0.55090394 0.596611 0.64657408 0.46356338 0.47903374 0.42257619 0.53229724 0.60645643 0.41917938] [ 0.76622479] [ 0.42450797 0.69828647 0.46815685 0.47242411 0.45109129 0.54901741 0.49621286 0.4858299 0.58620062 0.56369338] [-1.03338813] [ 0.67232651 0.73392366 0.52223058 0.49912323 0.43890639 0.46654695 0.50026568 0.60197981 0.60282968 0.45522173] [ 1.71530869] [ 0.76202711 0.56988592 0.56295706 0.33943463 0.37786158 0.27291863 0.58794105 0.79441361 0.46565514 0.29922064] [-1.10527513] [ 0.49970186 0.77200454 0.31080747 0.60783868 0.3410047 0.49563211 0.45205307 0.69280243 0.60273335 0.4261592 ] [-0.55427288] [ 0.56573162 0.69796372 0.42385217 0.46981322 0.44310166 0.37284468 0.53240086 0.65194369 0.53170164 0.58239954] [-0.24713733] [ 0.6074085 0.50301757 0.45398567 0.48066624 0.50866539 0.53737937 0.44138705 0.50861278 0.34370515 0.42717795] [ 0.62734982] [ 0.17754649 0.56305242 0.43883044 0.71515689 0.5954949 0.77883105 0.435163 0.25264462 0.42496453 0.67219756] [ 2.01914709] [ 0.64210378 0.72658981 0.39395042 0.52290461 0.31049741 0.45626786 0.46462017 0.71276197 0.57117478 0.46979336] [-0.59550282] [ 0.64566186 0.67004311 0.60684222 0.37212262 0.57382469 0.34839838 0.50044261 0.583591 0.50023835 0.65482504] [-0.25584937] [ 0.70669822 0.67524164 0.43989667 0.63298627 0.34606354 0.39445797 0.47170468 0.70540696 0.49885465 0.62050219] [-0.44874186] [ 0.41506906 0.37568103 0.54937304 0.43647706 0.50399065 0.63775849 0.46495133 0.65499636 0.43601265 0.58418878] [ 0.37307827] [ 0.28506276 0.61736791 0.53161496 0.65616012 0.49538128 0.59021051 0.34475025 0.35952411 0.55372795 0.59600489] [-0.34749019] [ 0.45305302 0.50289462 0.48193177 0.48600141 0.35960279 0.47001392 0.47705569 0.63997702 0.42557808 0.37957465] [-0.55321511] [ 0.39414396 0.54910892 0.4308531 0.41632451 0.52268752 0.63215616 0.33297467 0.52330874 0.34783083 0.55361447] [-1.24647063] [ 0.68621937 0.74855496 0.40687172 0.56863071 0.20942846 0.31428055 0.40630774 0.65620525 0.63349478 0.38199458] [ 0.08214253] [ 0.87678675 0.56242814 0.5629901 0.37150728 0.22457497 0.10422106 0.46973115 0.71788183 0.5427255 0.21316581] [ 1.11038714] [ 0.40144009 0.64946893 0.42826273 0.57726122 0.35258884 0.67097768 0.48034851 0.63673818 0.49287892 0.46467963] [-1.15690915] [ 0.57157852 0.70612924 0.38877983 0.55360811 0.43879282 0.34117383 0.32253326 0.57995845 0.52941313 0.45736606] [ 0.2240843] [ 0.26559374 0.46474059 0.49402336 0.62505704 0.4088637 0.63274468 0.41851474 0.46046442 0.424898 0.49407602] [-0.67206647] [ 0.79333117 0.59437314 0.56405053 0.35824704 0.21832162 0.18067463 0.55934557 0.79242689 0.57273381 0.24530055] [-0.52638695] [ 0.7518088 0.64025247 0.53933911 0.29970506 0.50691546 0.45047549 0.4979088 0.66324863 0.4713247 0.47291667] [ 0.82150889] [ 0.61882417 0.28670795 0.67178501 0.35600159 0.45276634 0.39483442 0.43168864 0.6535626 0.28821631 0.29043401] [-1.18814178] [ 0.53342092 0.47730762 0.49828361 0.59358463 0.37378469 0.32986581 0.48983692 0.52309126 0.49932694 0.25938007] [-0.11631592] [ 0.366646 0.66356582 0.43596298 0.40669052 0.49298885 0.69277323 0.41294658 0.38451851 0.44459018 0.67280828] [ 0.01527856] [ 0.7662207 0.74899555 0.56690784 0.50680555 0.40006633 0.269718 0.52471161 0.7075316 0.67471932 0.47963349] [-0.36802937] [ 0.62671792 0.74573207 0.45806911 0.62649313 0.42627469 0.36625754 0.45202951 0.68029948 0.66620748 0.38690279] Progress: 14.9% ... Training loss: 0.559 ... Validation loss: 0.909[-0.56046438] [ 0.46941143 0.18958902 0.7393511 0.30567649 0.55547694 0.53667343 0.38228458 0.53802401 0.20888911 0.37271335] [-0.27038256] [ 0.29695781 0.50035938 0.53565794 0.61264942 0.45632764 0.67806715 0.45762049 0.38862743 0.52268597 0.47926873] [-1.05295756] [ 0.472081 0.63235556 0.43147983 0.59010923 0.30529664 0.31517489 0.52785879 0.5971572 0.51439719 0.59282657] [-0.45535172] [ 0.54824381 0.55778921 0.65937941 0.33008279 0.55187467 0.46166325 0.44612791 0.51645599 0.4682397 0.51183702] [-0.6001011] [ 0.33556615 0.63170849 0.4704709 0.57442251 0.35594203 0.65060354 0.48014681 0.59749027 0.55719894 0.5212804 ] [-0.57654691] [ 0.50316607 0.7308282 0.42297569 0.53709997 0.37019833 0.43535527 0.42190198 0.59536923 0.59724691 0.51161394] [-0.20424978] [ 0.32513069 0.4164053 0.64387049 0.54245496 0.51297377 0.63922913 0.49779283 0.38282106 0.40408299 0.54458148] [ 0.05171181] [ 0.33731879 0.42560864 0.53738863 0.58197361 0.58793354 0.52090398 0.36276492 0.29834295 0.47673199 0.39622522] [-0.69465949] [ 0.76598815 0.4956551 0.57638792 0.29284993 0.41145916 0.19072531 0.44509535 0.65778646 0.48622345 0.39317182] [-0.54101897] [ 0.53354092 0.73751418 0.39490644 0.5766254 0.39842396 0.59072777 0.4713611 0.64735933 0.53755608 0.62873531] [-0.34036621] [ 0.59379796 0.44599106 0.58842239 0.35667331 0.38787112 0.34063236 0.56170716 0.63868738 0.46346973 0.31120001] [-0.71779697] [ 0.64302456 0.78160182 0.35988942 0.51870333 0.21966695 0.39475395 0.39873547 0.5543 0.62500739 0.46147134] [ 2.4783486] [ 0.79638832 0.64732898 0.50397538 0.37433854 0.28728405 0.09692856 0.46845095 0.81149284 0.53639295 0.28076943] [ 1.65288697] [ 0.76448023 0.38897222 0.63417651 0.30969704 0.41966246 0.26571109 0.5805964 0.77999426 0.34638648 0.24789476] [ 2.15296811] [ 0.54859631 0.67921722 0.46381506 0.43560951 0.3566367 0.42157816 0.50094992 0.69545835 0.51282519 0.52353544] [ 3.36048375] [ 0.74162267 0.53071756 0.55818645 0.41220486 0.29533504 0.16587541 0.49433984 0.73706263 0.44717766 0.21385463] [-1.34186072] [ 0.70412044 0.60229303 0.50931264 0.57153749 0.29243771 0.28903493 0.39079762 0.5282101 0.49984706 0.30747168] [-0.73470922] [ 0.63082296 0.69245363 0.43305803 0.48510501 0.32057012 0.35826864 0.50559868 0.76923775 0.54254495 0.34197683] [-0.50138802] [ 0.77751718 0.57340688 0.6441317 0.33140069 0.47169842 0.22040276 0.61315654 0.76756833 0.54218362 0.29683021] [-0.14719976] [ 0.36536879 0.61505592 0.39223346 0.57012651 0.44117461 0.48143904 0.44577774 0.44965094 0.46166042 0.77017626] [-0.19944519] [ 0.85039544 0.55579959 0.62125928 0.34368408 0.44994108 0.27081923 0.48285781 0.74521299 0.55893272 0.28856326] [-0.54656779] [ 0.78931416 0.70850936 0.6309675 0.44491586 0.43633308 0.36013786 0.59552705 0.67723162 0.69000138 0.41118625] [-0.21201274] [ 0.53009347 0.68304649 0.3671223 0.62695026 0.33560593 0.37054259 0.51398849 0.67717289 0.62932222 0.27768465] [ 0.98522894] [ 0.32305032 0.61322644 0.47962028 0.53700734 0.48467143 0.6362974 0.44724837 0.41573992 0.50568434 0.59009428] [-1.26926627] [ 0.71188621 0.4938141 0.68937578 0.30950554 0.47517065 0.47095174 0.56610585 0.63444996 0.40005234 0.42461477] [ 1.52269378] [ 0.46298788 0.73251315 0.40758893 0.63255771 0.23463275 0.40028145 0.39988294 0.6569093 0.52879757 0.44221114] [-0.18719579] [ 0.80554007 0.7047427 0.47663808 0.27594582 0.26476772 0.16518966 0.48165563 0.74845629 0.56377644 0.27512294] [ 0.05128443] [ 0.28308545 0.47335689 0.51651564 0.55451938 0.55914271 0.73486006 0.33594564 0.42992245 0.26673528 0.60791349] [-0.55816745] [ 0.51656484 0.40841782 0.65138235 0.4773292 0.39227665 0.37839603 0.52232155 0.58204425 0.43771558 0.34855862] [ 0.65470222] [ 0.52410883 0.76305617 0.41403781 0.61690678 0.38471033 0.47737008 0.4090389 0.55170832 0.65640929 0.4338716 ] [-1.020545] [ 0.68409676 0.70463652 0.52368764 0.23558045 0.36724545 0.19478667 0.51933258 0.76063385 0.58920272 0.39190489] [ 0.07388933] [ 0.33942187 0.71260851 0.44053323 0.51557331 0.49987481 0.56845295 0.42229848 0.46120001 0.55673064 0.72245511] [-0.46708088] [ 0.40139319 0.52902109 0.57526486 0.61280878 0.4212458 0.5686386 0.34439516 0.42028349 0.38746667 0.60298689] [-0.35776262] [ 0.28611338 0.61509742 0.47425893 0.65842955 0.40143154 0.63884923 0.35175019 0.42714094 0.54540205 0.51464589] [-0.30902526] [ 0.42484054 0.49182142 0.5898944 0.42506236 0.56938894 0.54243945 0.39841679 0.52798895 0.41992464 0.56838508] [-0.45461539] [ 0.79882377 0.54075232 0.51996483 0.21160983 0.3799329 0.3173052 0.4959025 0.69266983 0.47637576 0.32138589] [-0.42095235] [ 0.35574182 0.54943516 0.44635967 0.54021792 0.53867478 0.56293924 0.39740445 0.34035537 0.40663339 0.51927381] [-0.04197508] [ 0.51933784 0.7499136 0.37218919 0.52362195 0.37560315 0.60140364 0.49272455 0.59888982 0.54459817 0.48299766] [ 0.15331706] [ 0.51955575 0.19594937 0.70474659 0.37627488 0.45236451 0.39937222 0.43711248 0.51416869 0.31758717 0.24338662] [-0.88475974] [ 0.55467172 0.48172791 0.53205424 0.29096044 0.40047513 0.22804433 0.50290008 0.67810617 0.48957527 0.30292434] [-0.04283087] [ 0.34944822 0.62235998 0.54731112 0.44444723 0.40656353 0.63748011 0.42795432 0.46813492 0.55202361 0.61181216] [-1.23088037] [ 0.69045614 0.50690428 0.52083353 0.36076979 0.37053196 0.31145119 0.41296906 0.73476349 0.4592623 0.36806393] [-0.15272125] [ 0.35168976 0.52830126 0.50063795 0.42916048 0.50889494 0.56675558 0.47068449 0.38892115 0.41098132 0.54688579] [-0.02248518] [ 0.29600601 0.49639589 0.47226763 0.47004325 0.49944041 0.66783299 0.42158229 0.32774661 0.41308974 0.6460305 ] [-0.21553202] [ 0.28591573 0.32713965 0.66418839 0.40496821 0.60259096 0.65124966 0.45634969 0.3305023 0.34051741 0.52085109] [-0.07933575] [ 0.24648083 0.58268407 0.41687941 0.65615977 0.42501414 0.6730852 0.36058513 0.35845481 0.49989097 0.5515283 ] [ 0.64104812] [ 0.45455506 0.67879456 0.48545233 0.54786332 0.32446726 0.52879561 0.49084246 0.61158028 0.55380826 0.43711458] [-0.21661207] [ 0.42869051 0.6203167 0.54763719 0.5495759 0.42353262 0.52032619 0.45057676 0.41201739 0.51082261 0.58063884] [-0.27333311] [ 0.42413394 0.60173706 0.51558364 0.61828606 0.47550793 0.52412922 0.35129606 0.48613495 0.49323682 0.47067875] [-0.22183399] [ 0.60306786 0.49675189 0.5529955 0.39929062 0.4494048 0.54870555 0.4777578 0.71038576 0.65135494 0.37405109] [-0.12209136] [ 0.86881759 0.47251035 0.60342109 0.21801269 0.3334023 0.08902844 0.53258949 0.80167434 0.4888656 0.1983676 ] [ 0.08897279] [ 0.71452516 0.62151118 0.60644685 0.5297828 0.49064799 0.38533834 0.41925699 0.68205606 0.58657205 0.41467456] [-0.25730532] [ 0.72826633 0.597622 0.52887446 0.35689059 0.32574839 0.23083546 0.47630977 0.64090079 0.48749375 0.40704544] [-0.06784086] [ 0.29880378 0.46426267 0.61731907 0.55212091 0.41537522 0.67780586 0.39899629 0.3708235 0.44968025 0.5507085 ] [ 0.05642643] [ 0.44935247 0.34412899 0.60523046 0.58111547 0.48204857 0.50996846 0.51503859 0.51338535 0.43999855 0.29433428] [-0.47678253] [ 0.41314988 0.6204164 0.4996527 0.52443982 0.36079178 0.47023336 0.36390875 0.47312771 0.55324443 0.51438061] [-0.4619096] [ 0.51777682 0.69421078 0.39311322 0.44793377 0.33956011 0.4325059 0.35506144 0.52460007 0.50837104 0.49613329] [ 0.73442856] [ 0.51909529 0.49736802 0.47578109 0.52681815 0.38684548 0.47214562 0.52141717 0.64007593 0.46877914 0.31133305] [-0.20775881] [ 0.26868912 0.66560201 0.47274113 0.67880246 0.46337638 0.74559064 0.46119347 0.49640303 0.49852685 0.60109891] [ 0.41564163] [ 0.16204389 0.46195186 0.37520264 0.70756261 0.52346149 0.80945884 0.39492194 0.33086798 0.32789073 0.80226704] [-1.19987554] [ 0.66602058 0.17096086 0.81676872 0.22491485 0.61883092 0.30298441 0.52665892 0.4895125 0.2739901 0.29978408] [ 0.26014588] [ 0.19204002 0.64834307 0.39323743 0.64233127 0.50214254 0.85250424 0.31583135 0.40374668 0.47851639 0.6756503 ] [-0.51689996] [ 0.58931732 0.37094923 0.56622645 0.25324048 0.42368077 0.53370811 0.41061689 0.60957232 0.29549508 0.33692513] [-0.7957864] [ 0.50492517 0.74591126 0.37835481 0.53291687 0.44598299 0.3902606 0.32349162 0.58087887 0.50251429 0.68656007] [ 0.4075059] [ 0.78732713 0.742784 0.55166603 0.40044529 0.36134367 0.39294087 0.56099961 0.7192203 0.70142102 0.43712802] [ 0.3441386] [ 0.78209155 0.67014732 0.52731696 0.31466701 0.25010765 0.22601828 0.5142928 0.64634649 0.56178825 0.33358027] [-0.69132173] [ 0.52779316 0.72218339 0.47885346 0.60380204 0.3525453 0.54123239 0.42434795 0.48871629 0.59381357 0.55699693] [-0.86654174] [ 0.67784491 0.79257938 0.42843924 0.54265072 0.26438064 0.342741 0.40749675 0.62249922 0.70848564 0.46172201] [ 0.2346053] [ 0.36572561 0.50394299 0.40791977 0.3888721 0.45901473 0.6190868 0.44611006 0.45236893 0.49055117 0.44278937] [-0.69971323] [ 0.71632881 0.54612389 0.53698445 0.31434781 0.30595247 0.27877107 0.4578596 0.682595 0.43250023 0.33902673] [ 0.17653231] [ 0.50276899 0.6220469 0.41440851 0.44498728 0.35681681 0.25029851 0.45846255 0.50913716 0.55137351 0.45184528] [ 0.39863198] [ 0.63657574 0.71259458 0.50135081 0.47169901 0.3040376 0.27047137 0.44799964 0.64635286 0.61274838 0.40787028] [-1.20415067] [ 0.66573976 0.32593784 0.72788289 0.27184352 0.51453182 0.36566137 0.49826888 0.50709385 0.29422365 0.36890973] [-1.59602818] [ 0.72517924 0.44285135 0.65910997 0.15482622 0.57988577 0.36443957 0.58643075 0.71305357 0.50740956 0.40318272] [ 0.85543384] [ 0.84395578 0.5781659 0.59197602 0.2299652 0.30612164 0.14956267 0.60851895 0.7625318 0.60762336 0.22579315] [-1.3669468] [ 0.69729702 0.76206362 0.38324109 0.5633459 0.28446508 0.3057305 0.39623966 0.58910759 0.5621055 0.42604157] [-0.79806199] [ 0.48922729 0.38417064 0.63163677 0.3979155 0.49446667 0.45054875 0.42432014 0.46972903 0.35126782 0.45072263] [-0.20380613] [ 0.79429933 0.69731887 0.45677945 0.29002486 0.36285136 0.24743813 0.53365142 0.64124168 0.61207812 0.31757419] [-0.21631639] [ 0.31879383 0.62713157 0.38207831 0.67223555 0.41863357 0.60982791 0.47442408 0.53132688 0.54591873 0.44722198] [-0.25697666] [ 0.58683372 0.62605987 0.47903426 0.65096063 0.49174773 0.42562594 0.43328053 0.66559756 0.41977556 0.4653114 ] [ 1.92276915] [ 0.7111087 0.52771611 0.60199857 0.36544985 0.49552519 0.3019602 0.48827319 0.69782506 0.48359274 0.31179728] [ 0.09238023] [ 0.48869464 0.617136 0.40563238 0.53676252 0.29400281 0.53922415 0.39816157 0.56771063 0.59985715 0.4617029 ] [ 1.2983795] [ 0.76932838 0.64070875 0.58617045 0.54004758 0.38893528 0.28389021 0.42326049 0.78521403 0.66518966 0.33389184] [ 0.33219686] [ 0.65496248 0.52811322 0.5702935 0.28668538 0.36611236 0.24192766 0.52427723 0.68317094 0.53115946 0.31886545] [-0.20380613] [ 0.79429933 0.69731887 0.45677945 0.29002486 0.36285136 0.24743813 0.53365142 0.64124168 0.61207812 0.31757419] [ 1.70273863] [ 0.88462219 0.47718398 0.53629368 0.32542296 0.34115138 0.11854161 0.62157797 0.84436765 0.46340354 0.35539944] [-0.51517491] [ 0.43594906 0.60220962 0.4697259 0.60926169 0.41764212 0.64680742 0.42530027 0.6303508 0.4746759 0.4518559 ] [ 0.90249373] [ 0.65331806 0.36285115 0.64246043 0.23400827 0.40062612 0.36945557 0.59012403 0.74516633 0.36512388 0.26872595] [-0.18636458] [ 0.65414283 0.62528831 0.51645441 0.42374539 0.4711144 0.53454562 0.52489845 0.66302296 0.45407113 0.43717171] [-0.26434664] [ 0.40697515 0.52836387 0.51459434 0.49389818 0.39466508 0.61832769 0.3559558 0.40492313 0.41778649 0.48564194] [-0.6083864] [ 0.6073758 0.34287969 0.68085776 0.34984731 0.59469995 0.42652925 0.50734803 0.49927641 0.37598513 0.45469905] [ 0.13207133] [ 0.54934727 0.76275289 0.36539542 0.50744523 0.35702126 0.49128066 0.38362538 0.62935994 0.63216534 0.52942651] [-0.23463881] [ 0.57680052 0.72046307 0.42735836 0.61163283 0.37355678 0.43875699 0.45418605 0.7122391 0.49605947 0.63721182] [-0.4645417] [ 0.57879692 0.69870946 0.44133256 0.64454291 0.44643305 0.60396324 0.41639109 0.70806285 0.50275211 0.4482624 ] [ 0.45299415] [ 0.73235002 0.60091956 0.6116233 0.33594252 0.55743709 0.36576196 0.5540804 0.73525578 0.60129503 0.39191003] [ 2.02714252] [ 0.66981033 0.58630696 0.49102239 0.47726879 0.34191049 0.20833569 0.43865809 0.64006562 0.57128371 0.25589527] [ 1.2521582] [ 0.83423184 0.58783724 0.62164756 0.3142621 0.4134578 0.27048646 0.55219554 0.72006625 0.59349614 0.29026097] [-1.10815671] [ 0.59618331 0.69574328 0.42065362 0.65277993 0.46236657 0.38502111 0.44177839 0.5649525 0.53651015 0.41752678] [-0.24152072] [ 0.36811377 0.3803744 0.60319024 0.53620711 0.45984276 0.74313323 0.43711351 0.51139199 0.32698187 0.41728251] [ 0.41834949] [ 0.67461247 0.65717243 0.5583624 0.40686478 0.38325286 0.36362858 0.52743573 0.59961598 0.5510508 0.43400459] [-0.1844947] [ 0.46648333 0.60156214 0.5488721 0.47564397 0.42577174 0.50133173 0.42780727 0.64934257 0.51841418 0.5420741 ] [-0.77977904] [ 0.49745958 0.65540746 0.40370225 0.46977863 0.32492768 0.31348182 0.43373239 0.60608777 0.6224192 0.34324641] [ 1.13079849] [ 0.69063483 0.69096096 0.51553726 0.37815452 0.3516858 0.39739938 0.55135575 0.71788974 0.62409276 0.37792415] [ 0.69222358] [ 0.63653337 0.71829112 0.55743456 0.46714136 0.36566694 0.46713238 0.53569053 0.6198917 0.62583114 0.47463133] [ 0.22952436] [ 0.17866428 0.67030038 0.51515216 0.70974079 0.4011849 0.81699572 0.31727197 0.31064598 0.46296039 0.73529007] [ 0.03165179] [ 0.22579386 0.36747938 0.5391634 0.58943043 0.51698003 0.78143753 0.41509187 0.3541609 0.36261486 0.5264587 ] [ 1.12569085] [ 0.46956672 0.60732787 0.40667808 0.63028698 0.44232618 0.50084853 0.49955666 0.48619719 0.56668104 0.39606389] [-0.2671164] [ 0.76436412 0.54001342 0.5938118 0.27077978 0.29453296 0.20527473 0.58100125 0.67560717 0.56882279 0.27399982] [-0.0315332] [ 0.27166593 0.50319245 0.49413779 0.55075842 0.45415289 0.4977381 0.51577529 0.42753467 0.51134822 0.44187608] [-0.62217963] [ 0.44011204 0.79371763 0.33753249 0.74494237 0.28400776 0.39786786 0.31019403 0.38011235 0.55327634 0.53104765] [ 0.84939003] [ 0.49721526 0.56466176 0.5204597 0.45988517 0.38554383 0.61300482 0.49692454 0.67030816 0.46873311 0.43880332] [ 0.6510608] [ 0.68097758 0.57743374 0.58695735 0.48738357 0.44633478 0.52330882 0.45529632 0.70641876 0.53590239 0.44669854] [ 0.29292537] [ 0.26476852 0.46487346 0.49368327 0.62532507 0.40951403 0.63353283 0.4181087 0.45906544 0.42457571 0.4955163 ] [-0.88372503] [ 0.42547174 0.59521535 0.416525 0.63483654 0.3752277 0.35668107 0.53190504 0.54320107 0.54201977 0.6259905 ] [ 2.56300832] [ 0.83635942 0.48418355 0.65067547 0.22970837 0.44789888 0.18979078 0.5676333 0.74496662 0.43659152 0.32576561] [-0.19539786] [ 0.42291432 0.45440659 0.53655439 0.48553728 0.48562127 0.58254001 0.4544999 0.5913762 0.45531267 0.48591414] [-0.53859018] [ 0.55734226 0.55082041 0.59938122 0.4385223 0.42771986 0.46384748 0.53520642 0.64952916 0.36049321 0.47698767] [ 0.13024513] [ 0.28150803 0.39214049 0.60220936 0.53148873 0.5784602 0.61800734 0.37676465 0.30954952 0.42722258 0.60599693] [-0.1100085] [ 0.6361122 0.29569099 0.67119083 0.32395485 0.4415391 0.41610558 0.42475923 0.5719171 0.3841485 0.28203063] [ 1.88045999] [ 0.64020205 0.5759971 0.50433847 0.51079716 0.39545018 0.34413134 0.46172601 0.72540985 0.43153846 0.38816619] [-0.43287726] [ 0.38569499 0.37806405 0.63352082 0.47577762 0.48027899 0.58390658 0.42237034 0.48036409 0.37712064 0.51009659] [-0.1372929] [ 0.28632165 0.62171459 0.36217467 0.59511106 0.37668716 0.48405558 0.38704743 0.5245126 0.57836934 0.49826357] [ 1.16963915] [ 0.60588144 0.72941682 0.44805504 0.51876357 0.39311277 0.33035575 0.55143479 0.61524587 0.66901011 0.44995166] [-0.02152291] [ 0.4419024 0.68479386 0.5009024 0.63943788 0.42270591 0.59535483 0.383617 0.53288479 0.56747457 0.52743446] [ 0.63308463] [ 0.73701738 0.52984406 0.63910886 0.3200433 0.44070125 0.48709603 0.56716168 0.704433 0.49870158 0.40855682] [-0.42788548] [ 0.28946331 0.50250861 0.54021853 0.47406943 0.41326422 0.60504586 0.42267966 0.42955923 0.42747391 0.57724322] [ 0.37691267] [ 0.62286518 0.36601074 0.66375401 0.27723069 0.47647141 0.43885141 0.46036099 0.58776247 0.34767606 0.42411257] [-0.66401567] [ 0.39093988 0.71352415 0.38167115 0.69172418 0.36933353 0.52927736 0.51574761 0.59753112 0.61375852 0.53419044] Progress: 15.1% ... Training loss: 0.557 ... Validation loss: 0.893[-0.01097065] [ 0.69630325 0.62510063 0.48911208 0.60525972 0.37396642 0.37294461 0.5409431 0.67866924 0.48085024 0.56049769] [-0.64964434] [ 0.79836251 0.44995171 0.57963753 0.37287511 0.33465462 0.48122384 0.52146727 0.75609091 0.35954436 0.35766162] [ 0.10395888] [ 0.45439975 0.64425146 0.43190565 0.67008296 0.31385011 0.34039097 0.33523604 0.51584614 0.52877985 0.43304115] [-0.29599859] [ 0.44285893 0.74272495 0.39920902 0.64833761 0.38394211 0.72823308 0.42747035 0.56289429 0.51754517 0.69103706] [-0.70865557] [ 0.41819623 0.58710413 0.4893025 0.37765016 0.41022125 0.49950089 0.42150694 0.54643251 0.43203271 0.50209749] [ 0.06978215] [ 0.46709985 0.31048075 0.71841947 0.42757458 0.52678229 0.60784598 0.38723751 0.46063117 0.38415288 0.44827024] [ 0.58575843] [ 0.6331674 0.62210385 0.52547336 0.41179794 0.31274789 0.25987209 0.44612699 0.64322077 0.51873332 0.39740625] [-0.2906486] [ 0.33807837 0.74187537 0.39408795 0.65177944 0.35467252 0.74002831 0.53446802 0.63995292 0.49456225 0.51321882] [ 0.3571888] [ 0.67002168 0.55078044 0.60049713 0.40163449 0.48107631 0.38271461 0.53739795 0.64122214 0.51828081 0.4083138 ] [-0.19411682] [ 0.34421849 0.46741286 0.6244915 0.40924657 0.54695132 0.66600573 0.386114 0.3808767 0.45712943 0.63282123] [-0.93896297] [ 0.82311033 0.71069163 0.49220526 0.4549636 0.2315503 0.13004745 0.44194167 0.75669663 0.70399937 0.34464877] [-0.16448231] [ 0.65228389 0.64340806 0.44291572 0.42901758 0.42589008 0.43642096 0.42044971 0.60454269 0.55459201 0.42387837] [ 2.09975443] [ 0.53316142 0.6586965 0.36780812 0.49845321 0.38525188 0.18915937 0.45392921 0.58012113 0.61955219 0.34915902] [-1.08235918] [ 0.57827486 0.65548338 0.45639161 0.53547096 0.33260388 0.32738638 0.37863914 0.63324704 0.51294722 0.54124404] [ 1.19842429] [ 0.71823308 0.49963336 0.61971075 0.33481203 0.43365744 0.26266606 0.51159665 0.59027487 0.44130495 0.30022034] [-0.68110266] [ 0.48511515 0.57884415 0.51992609 0.5908247 0.46954625 0.67106363 0.43463468 0.57140636 0.60349888 0.51198256] [-0.25764056] [ 0.41145903 0.31965049 0.62159027 0.35917861 0.63185695 0.56581032 0.46379251 0.27725581 0.41618282 0.43719887] [ 0.92471704] [ 0.8390644 0.55757778 0.58117005 0.3142526 0.43048215 0.21910993 0.62100111 0.71394472 0.52499664 0.2469996 ] [-0.09748572] [ 0.31311183 0.28584047 0.67869624 0.43187532 0.6163708 0.72494538 0.32452728 0.31368475 0.22623939 0.61316489] [-0.9379612] [ 0.60112212 0.67289513 0.59506265 0.48374752 0.43225057 0.48787469 0.51023428 0.6122873 0.50982471 0.44248182] [-0.75064727] [ 0.45058694 0.25168717 0.73694231 0.37960734 0.46262916 0.53831573 0.45560763 0.4223897 0.32035046 0.38595854] [-0.04350326] [ 0.47933545 0.53363189 0.61342836 0.42827611 0.53177215 0.56887249 0.42889042 0.55224266 0.44277591 0.55225729] [ 0.31830628] [ 0.734839 0.62087589 0.57066211 0.22875414 0.3440395 0.2525912 0.56101661 0.69288315 0.60988038 0.38028605] [-0.27310025] [ 0.60131824 0.57143236 0.54455998 0.454767 0.33343252 0.45082408 0.5338914 0.68005198 0.54665195 0.46724604] [ 0.39367968] [ 0.28980106 0.70456069 0.44186829 0.61196535 0.47732783 0.67848565 0.40844389 0.46445872 0.61436538 0.63164549] [ 0.27449146] [ 0.21898813 0.56553444 0.49002523 0.65707199 0.43959058 0.78423384 0.34916849 0.40469531 0.36466318 0.62103813] [-0.2906486] [ 0.33807837 0.74187537 0.39408795 0.65177944 0.35467252 0.74002831 0.53446802 0.63995292 0.49456225 0.51321882] [-0.54544084] [ 0.74139789 0.76389812 0.5000282 0.24776235 0.42136379 0.46296841 0.61469369 0.69065721 0.60862746 0.49712889] [-0.37824354] [ 0.54390163 0.70653791 0.46388686 0.54358724 0.35012838 0.29498847 0.37887204 0.60553856 0.50705892 0.49197329] [ 0.22593355] [ 0.46706405 0.59029943 0.60017624 0.47784479 0.47525646 0.54595393 0.45327504 0.46813324 0.54459019 0.57669633] [ 0.24605654] [ 0.2909131 0.49756607 0.57002885 0.51512668 0.48200335 0.64520594 0.3834081 0.35038623 0.47684958 0.57069312] [ 0.15605243] [ 0.40844813 0.65365038 0.40527257 0.5375905 0.39019685 0.63859983 0.39051701 0.56454129 0.51455545 0.54176105] [-1.02275194] [ 0.57515624 0.72755796 0.33827046 0.65951674 0.26880668 0.33756742 0.4144711 0.60395457 0.5763114 0.4466313 ] [ 0.78924661] [ 0.63731767 0.4268404 0.50480642 0.33469223 0.36061015 0.21270854 0.5651524 0.69959897 0.5186224 0.15293187] [ 0.21528925] [ 0.66697827 0.68045025 0.45624314 0.57399645 0.25161907 0.40732366 0.44769662 0.62886862 0.59984164 0.46736706] [-0.38528924] [ 0.75779379 0.62309333 0.49635773 0.37465589 0.31131459 0.19264836 0.44508128 0.66313401 0.52516334 0.2501943 ] [-0.99856624] [ 0.42039571 0.63186791 0.36018847 0.68165911 0.31944946 0.30518932 0.4010697 0.47478916 0.46219411 0.37691899] [-0.43472457] [ 0.37670016 0.64625975 0.5020505 0.49277828 0.46161475 0.66660859 0.38897354 0.43863807 0.56469095 0.6032901 ] [-0.13080708] [ 0.26399879 0.54955662 0.44775784 0.51616259 0.54636808 0.6203526 0.32202353 0.2952775 0.30108018 0.57170377] [ 2.11481252] [ 0.635816 0.27088027 0.60874711 0.33889922 0.37790183 0.29416824 0.54768931 0.65519397 0.29844531 0.15040559] [-0.96489382] [ 0.643658 0.49473135 0.49343474 0.56708292 0.49743408 0.49660955 0.42619777 0.74484665 0.43500813 0.33710529] [ 0.04035222] [ 0.39667921 0.59817733 0.47302625 0.62019868 0.40548018 0.54732034 0.50465834 0.52889939 0.49217824 0.32023315] [ 0.1154385] [ 0.31882791 0.4127494 0.6228434 0.39138876 0.57550578 0.49109154 0.34714842 0.36518773 0.29837827 0.50810719] [-0.29266036] [ 0.35683095 0.3359312 0.69638141 0.47523382 0.45590746 0.6411492 0.43751065 0.45723431 0.32285017 0.42260928] [-1.04824408] [ 0.61689748 0.40227648 0.63211718 0.32274936 0.55354274 0.42396278 0.52365783 0.53372232 0.37199296 0.40341192] [-0.432921] [ 0.40852091 0.56348539 0.4701004 0.38074582 0.42881633 0.63297768 0.44677337 0.5428526 0.46992646 0.40688538] [ 2.06716495] [ 0.64266483 0.66193972 0.40920836 0.41562463 0.28754069 0.19933637 0.56111201 0.60792603 0.69929557 0.22604877] [ 0.20038398] [ 0.20791169 0.66460182 0.48548252 0.69347977 0.4346848 0.75516228 0.31753016 0.3137692 0.43096642 0.71035618] [ 0.03266701] [ 0.88417842 0.70737231 0.53093179 0.48415264 0.37213807 0.14945136 0.58032611 0.84096122 0.63990076 0.56085873] [-0.91576483] [ 0.65906925 0.7356458 0.40295613 0.45891522 0.49347256 0.58107635 0.40592163 0.67104427 0.48298652 0.60696173] [-0.28013419] [ 0.40754435 0.60687347 0.61852359 0.47251415 0.67868734 0.62049266 0.42099304 0.43441776 0.42903704 0.74141892] [-0.16474502] [ 0.33509351 0.63321412 0.50343593 0.63617582 0.54782769 0.77566867 0.39985663 0.49056748 0.56664686 0.63792344] [ 1.79470639] [ 0.47407011 0.68915776 0.45502996 0.63590269 0.37520735 0.51598578 0.45073615 0.61066625 0.47595171 0.39762299] [ 0.12565103] [ 0.1961705 0.57536366 0.47323843 0.72907625 0.49769199 0.70760281 0.39127567 0.30296927 0.52915428 0.65675328] [ 1.56355225] [ 0.59553044 0.74684385 0.41240192 0.64997609 0.22080283 0.29767288 0.4102134 0.67346978 0.59759141 0.51211213] [-0.63589294] [ 0.36763614 0.6301356 0.39078084 0.64943151 0.28386318 0.59305877 0.48643898 0.65307186 0.57901028 0.41052786] [-0.38200739] [ 0.57891982 0.22777617 0.68079654 0.48136714 0.40168853 0.59532691 0.35761778 0.56466167 0.35104542 0.32071221] [-0.02314104] [ 0.42594504 0.66303396 0.43128166 0.56784533 0.35858197 0.32290242 0.41310032 0.55120755 0.6912065 0.3746786 ] [-1.18799598] [ 0.72005315 0.53262419 0.55184853 0.48933383 0.44519976 0.52001433 0.51654101 0.70167824 0.45431839 0.39704169] [ 0.06664988] [ 0.33769963 0.65908866 0.47628943 0.67083613 0.5953897 0.78361389 0.46319431 0.36808433 0.47511592 0.7009015 ] [-0.0822683] [ 0.54739689 0.33110579 0.64223652 0.40419804 0.58184811 0.34831255 0.42538926 0.50657928 0.3168551 0.51821622] [-0.57662069] [ 0.39644952 0.78824938 0.27996651 0.60924881 0.41403838 0.58132019 0.36349221 0.60075229 0.54757035 0.6229039 ] [ 0.90049557] [ 0.64161011 0.52618335 0.46936561 0.29055771 0.37406345 0.15002768 0.49053559 0.62138864 0.60282889 0.19878218] [-0.64447309] [ 0.50257467 0.77443793 0.54351904 0.60935557 0.36074959 0.65512601 0.47394347 0.55939192 0.58083461 0.59131676] [-0.6227051] [ 0.63534791 0.71062591 0.48159259 0.40803455 0.41297718 0.45824445 0.52337773 0.71586094 0.49686961 0.55696445] [ 0.00775988] [ 0.50536959 0.68043614 0.41467527 0.71203481 0.21807356 0.4269457 0.3052617 0.50647617 0.56496466 0.42009957] [-0.53309324] [ 0.44527389 0.6206993 0.59708359 0.45737448 0.56384583 0.64199084 0.46818843 0.51443361 0.55798205 0.61163014] [-0.24353704] [ 0.61343321 0.64462624 0.50301399 0.50869394 0.47342952 0.38940167 0.55070636 0.57346991 0.59697019 0.55935219] [ 0.0936542] [ 0.23366596 0.62881564 0.49076847 0.67858979 0.57851791 0.78771297 0.39308119 0.38657729 0.5280028 0.68240556] [-0.83844138] [ 0.45585537 0.34446394 0.52447263 0.41676254 0.56858167 0.54950082 0.4594888 0.51374614 0.33895606 0.40360345] [ 0.13232841] [ 0.21038114 0.56479653 0.48765715 0.67997348 0.43005964 0.79249216 0.34037169 0.4039907 0.45071253 0.70189956] [ 0.0194681] [ 0.34658547 0.68622931 0.40356132 0.62031368 0.57083007 0.75023726 0.35886048 0.45578267 0.40338965 0.75956283] [-0.14407445] [ 0.49292125 0.53416159 0.59000989 0.38785994 0.52228148 0.58560148 0.48019162 0.46226418 0.44000935 0.60022986] [ 0.56769817] [ 0.59320988 0.730819 0.46227755 0.55097235 0.34090767 0.46170707 0.46178705 0.69144987 0.53580394 0.53389206] [-0.71628987] [ 0.45172234 0.6446391 0.47957429 0.59093579 0.48241361 0.55297822 0.43492872 0.51366021 0.62202004 0.47358094] [-0.00446586] [ 0.28620768 0.35917352 0.49460724 0.5184374 0.51307726 0.49017857 0.45323836 0.39363521 0.39186674 0.66669464] [ 0.97575562] [ 0.71303554 0.5304194 0.536564 0.33297694 0.34359174 0.37752283 0.58295856 0.78784878 0.5023262 0.30779571] [-0.02034629] [ 0.71961379 0.59461478 0.51723816 0.39397813 0.31776029 0.16848429 0.51014898 0.71855291 0.56445645 0.27925243] [ 0.94892784] [ 0.21195084 0.44112741 0.52600015 0.60166037 0.40708602 0.70790116 0.33572818 0.26490935 0.39633595 0.49538259] [ 2.1950059] [ 0.88656031 0.44258827 0.65808679 0.15909993 0.36634171 0.11160248 0.60850283 0.75120485 0.53770419 0.16337979] [ 0.14438146] [ 0.16366718 0.50853679 0.50195264 0.70644093 0.56188644 0.81086249 0.41003259 0.31143455 0.43152776 0.59359688] [-0.12696126] [ 0.50665789 0.53895457 0.58632085 0.34372902 0.54180003 0.44180143 0.46160463 0.53158778 0.47971434 0.63117054] [-1.41512836] [ 0.74264259 0.60589539 0.54840977 0.52467661 0.49146372 0.30846348 0.45032045 0.64622178 0.41817319 0.38074006] [-0.50595672] [ 0.55081004 0.76470851 0.53947851 0.51245891 0.38119481 0.58940019 0.50773775 0.55213984 0.67094849 0.5842154 ] [-0.79779333] [ 0.74603242 0.56605204 0.53940931 0.42745845 0.30388281 0.2825758 0.47968921 0.64988876 0.55827414 0.31655424] [ 0.4520737] [ 0.47574877 0.69757827 0.41309713 0.68375738 0.25561508 0.32823536 0.42624965 0.55798831 0.59974654 0.42093014] [-0.74034707] [ 0.5688213 0.76990318 0.38047179 0.6448492 0.46130444 0.64925965 0.37460782 0.67219338 0.64001384 0.60381732] [ 0.64565705] [ 0.69649939 0.54797203 0.51140398 0.35068379 0.37039936 0.29940416 0.47425623 0.71484733 0.52961298 0.31659369] [ 0.16236475] [ 0.2493005 0.70933372 0.39614113 0.69264022 0.61189443 0.76320985 0.37345461 0.38594426 0.3889881 0.73306726] [-0.03750856] [ 0.57353758 0.64511831 0.50992606 0.46416677 0.37872932 0.50883965 0.55160067 0.68456189 0.6436277 0.38721439] [-0.49965365] [ 0.65265666 0.57299223 0.53707054 0.46583316 0.403244 0.25376366 0.39724769 0.56860018 0.50734496 0.30882436] [ 0.51423642] [ 0.86727443 0.6268109 0.62554651 0.26378269 0.36992347 0.25326186 0.64040958 0.77989299 0.61294379 0.28438899] [-1.35673768] [ 0.75484444 0.64040586 0.54979293 0.60990133 0.36356537 0.47168394 0.37113254 0.74164578 0.5150018 0.38687619] [ 0.6471483] [ 0.2737566 0.55599027 0.45076615 0.67652637 0.50347375 0.66944462 0.3617918 0.49455732 0.60935607 0.63044158] [-0.46245748] [ 0.47135247 0.59400029 0.48021028 0.57871773 0.28614577 0.52002442 0.3962368 0.52642342 0.51548857 0.49268578] [-0.44572198] [ 0.6774008 0.59757777 0.57417044 0.44775693 0.45778996 0.41070089 0.49101037 0.6998757 0.65627278 0.4113482 ] [-0.64220948] [ 0.48793019 0.32968641 0.594043 0.58557439 0.36936966 0.58659581 0.35415385 0.62046394 0.37049895 0.37959635] [ 0.14879691] [ 0.43218229 0.48323339 0.50205376 0.39786317 0.53356653 0.68402388 0.48124609 0.64511154 0.38111581 0.46684243] [ 0.31259196] [ 0.55165487 0.47400558 0.58614069 0.36118208 0.41642314 0.47460798 0.55981855 0.65459274 0.40200346 0.36213277] [-0.36815759] [ 0.56939636 0.70898969 0.57624086 0.46233151 0.41814192 0.53866665 0.53694941 0.63238501 0.54995465 0.47164462] [-0.41150377] [ 0.47413405 0.6153294 0.49804945 0.59262555 0.32415343 0.45692035 0.31384764 0.49640191 0.44828853 0.48994613] [ 2.34704547] [ 0.84103087 0.56427197 0.56480509 0.32712362 0.35144805 0.28459581 0.55830962 0.83891412 0.45950852 0.27947499] [ 0.7539529] [ 0.48536958 0.74226303 0.46991007 0.66264254 0.41071742 0.47590097 0.39797059 0.59614138 0.71409388 0.48678509] [-0.80672917] [ 0.57224687 0.79465067 0.56309903 0.4554285 0.43391883 0.57934875 0.55363991 0.59872209 0.60497666 0.5940449 ] [-0.69065964] [ 0.46523196 0.65201833 0.43333348 0.57329289 0.33154002 0.38324516 0.33908858 0.58068944 0.53090044 0.48246402] [-0.09216192] [ 0.65078891 0.63516535 0.48806377 0.56977706 0.41701042 0.37127677 0.5695032 0.64520626 0.51827589 0.39840884] [ 0.2976008] [ 0.73981056 0.62241046 0.54044978 0.38603772 0.46177522 0.29131301 0.5216287 0.6716042 0.38751955 0.48494351] [-0.07937771] [ 0.2040082 0.40240011 0.58593228 0.60978974 0.44718567 0.67916529 0.461486 0.31432494 0.43143227 0.5374598 ] [ 0.2671934] [ 0.33911253 0.33755487 0.61256542 0.43434746 0.579283 0.52918486 0.47932587 0.36497649 0.35223429 0.41292565] [ 0.33465738] [ 0.67448108 0.68361538 0.58419166 0.40097767 0.42156798 0.4804457 0.44789113 0.77532719 0.54476751 0.50037475] [ 0.95498118] [ 0.7608691 0.60964724 0.50233785 0.47296561 0.2590775 0.19885138 0.49481137 0.64675606 0.5505372 0.29915315] [-0.16639925] [ 0.51932368 0.63003886 0.45728034 0.5374479 0.36468646 0.61635251 0.52848812 0.73173006 0.44305572 0.32950435] [-0.31594468] [ 0.54709564 0.67312659 0.38907579 0.55433468 0.25833204 0.35367266 0.46212922 0.61772291 0.5708075 0.47069361] [ 0.28064148] [ 0.18926025 0.50064508 0.55108505 0.58299965 0.53898927 0.76422641 0.35101713 0.32711339 0.40465477 0.70265125] [-0.34879694] [ 0.37476135 0.73774154 0.3435281 0.75361184 0.4243784 0.62467975 0.4022369 0.4883766 0.45955572 0.62759942] [-0.57570865] [ 0.7560374 0.53904377 0.57616379 0.25042839 0.36424506 0.23505191 0.50061836 0.7029404 0.5772376 0.31232285] [-0.51716] [ 0.78696096 0.54471078 0.47161685 0.33878684 0.31927259 0.1696979 0.45849402 0.74136946 0.56334538 0.24992848] [ 0.20473596] [ 0.49971668 0.38934849 0.6913922 0.32324059 0.47158784 0.39281079 0.41912495 0.5153875 0.35187561 0.38297206] [ 0.72113489] [ 0.44895956 0.75770495 0.34698114 0.58126852 0.37816526 0.43535902 0.48040466 0.56475034 0.65798535 0.43983516] [ 0.46174896] [ 0.53586664 0.77173396 0.43739223 0.42124739 0.35193969 0.28270163 0.41612427 0.68181317 0.61119768 0.50273469] [-0.08610352] [ 0.37778143 0.55739981 0.51030789 0.59407828 0.49389045 0.61718365 0.51118633 0.50950776 0.40190352 0.61698071] [-0.60099456] [ 0.31176426 0.71527033 0.38218444 0.50911155 0.4127303 0.58059344 0.47151303 0.52209553 0.62530128 0.55571211] [-0.06177164] [ 0.35048916 0.4619956 0.45507923 0.68637964 0.5145642 0.59001153 0.391298 0.3962776 0.38674286 0.47482251] [-0.74744197] [ 0.48352321 0.6273508 0.35517743 0.5992947 0.31599547 0.24008538 0.550215 0.6146595 0.59585674 0.52644695] [-0.37351273] [ 0.32099554 0.28559344 0.6899776 0.35280329 0.53596488 0.62999368 0.47471952 0.42160578 0.45968022 0.47061638] [-0.04110866] [ 0.36852713 0.5049507 0.53410927 0.4732084 0.50610171 0.72828358 0.41057237 0.34411898 0.40371169 0.58523002] [-0.51594454] [ 0.43596899 0.6257436 0.49236465 0.58515337 0.37629667 0.73352853 0.40243207 0.603739 0.4093502 0.55224752] [ 0.1637205] [ 0.25607656 0.55643063 0.40329806 0.74003294 0.46557955 0.72888702 0.35603078 0.38776609 0.47077597 0.67170562] Progress: 15.4% ... Training loss: 0.551 ... Validation loss: 0.912[-0.09532796] [ 0.29894652 0.71142049 0.40815789 0.68721581 0.39967607 0.69330787 0.39093767 0.52957622 0.46509897 0.7006624 ] [-1.49386558] [ 0.6722775 0.55363807 0.51995854 0.4107066 0.3808412 0.26163656 0.47856235 0.55895663 0.52496123 0.29342363] [-0.48240868] [ 0.5188453 0.63836957 0.46514605 0.47825709 0.41851253 0.5663015 0.4774123 0.64703704 0.59628307 0.40205608] [-0.23359102] [ 0.66682498 0.5129638 0.48982164 0.55375841 0.32648447 0.25029572 0.40086998 0.57987961 0.49184006 0.2789921 ] [ 1.35212229] [ 0.73243341 0.52423068 0.56809325 0.2659755 0.27987423 0.24328747 0.52415706 0.68060171 0.53617922 0.30620621] [-0.11817133] [ 0.541129 0.39357043 0.66114298 0.29501314 0.53698864 0.40006741 0.44304767 0.6387528 0.37258272 0.47095336] [ 0.40040231] [ 0.32831441 0.63966779 0.42609666 0.44682084 0.39600902 0.58518638 0.43487838 0.54196588 0.55189904 0.47435272] [ 0.24462767] [ 0.61143527 0.60076063 0.62101343 0.36527842 0.56515629 0.43113482 0.43408024 0.58090174 0.46639039 0.59981324] [-0.90394419] [ 0.7451499 0.80705862 0.54083176 0.32091818 0.35437454 0.33618674 0.62126661 0.80817431 0.68726196 0.46679164] [ 0.57520018] [ 0.62136414 0.71206943 0.49214405 0.48490161 0.32336813 0.24425005 0.43197281 0.68077527 0.69031106 0.3654043 ] [-0.67561465] [ 0.60573346 0.2763858 0.62673612 0.223477 0.54822211 0.43474665 0.44517789 0.57991581 0.29147966 0.34995187] [-0.10440974] [ 0.85797304 0.39808007 0.65266426 0.20654503 0.41700804 0.11358204 0.57213497 0.66481752 0.52323667 0.15373604] [-0.64386186] [ 0.7184772 0.52422178 0.62108934 0.3641367 0.37952154 0.16827582 0.41501382 0.62188653 0.54161553 0.26727367] [-0.26705589] [ 0.4201491 0.79556605 0.41197334 0.63196557 0.45733501 0.73590166 0.41625321 0.58930021 0.58666862 0.72284826] [ 0.07882057] [ 0.62707312 0.60956951 0.5151925 0.45868235 0.36053301 0.25970638 0.41510069 0.6536392 0.42974814 0.48708253] [-0.71169461] [ 0.72751624 0.65078513 0.51391418 0.45220081 0.31239699 0.37085754 0.39208978 0.64239773 0.61272174 0.40356869] [-0.26175223] [ 0.36353443 0.47214362 0.4319771 0.57004295 0.40361004 0.3886323 0.37539421 0.52327859 0.47311027 0.40265497] [ 1.85240719] [ 0.83755163 0.3497892 0.65347777 0.27977195 0.4131692 0.28122784 0.55115472 0.81736305 0.3163446 0.22922314] [-0.08145496] [ 0.41642711 0.37669341 0.54535703 0.60441622 0.56680645 0.76573276 0.44985479 0.52657933 0.33546027 0.54324208] [-0.23136185] [ 0.55203569 0.59793915 0.54840157 0.45314451 0.41696805 0.42912068 0.57207523 0.63391966 0.47506019 0.4332241 ] [ 2.22817763] [ 0.72010417 0.72653421 0.48239264 0.34655852 0.22935188 0.21521963 0.45715394 0.65114821 0.53601907 0.32464423] [ 0.0825081] [ 0.36591849 0.46318469 0.49951369 0.57204231 0.43182731 0.61506497 0.43828525 0.47730031 0.46103744 0.3848371 ] [-0.11771831] [ 0.25903982 0.62675762 0.49441487 0.47777868 0.46738711 0.70191996 0.3504935 0.37443181 0.40268945 0.56535502] [-0.02268935] [ 0.28328261 0.57511013 0.50720792 0.52881365 0.53271971 0.6281777 0.38600403 0.3897401 0.44579174 0.65232864] [-0.46876361] [ 0.45009741 0.36073846 0.63669162 0.31721315 0.67208746 0.55378365 0.42643021 0.38110951 0.24061909 0.60703615] [-0.31383785] [ 0.29890519 0.38864581 0.55834622 0.66079991 0.36273083 0.65456413 0.38623435 0.41681074 0.4232706 0.40424748] [ 0.10545868] [ 0.3317193 0.62747028 0.4316799 0.71238914 0.51577216 0.79326004 0.49077121 0.45128605 0.39989728 0.59415257] [ 2.7809574] [ 0.69945244 0.61128799 0.49970388 0.44748208 0.22748955 0.20603705 0.47185037 0.78312298 0.47712432 0.2700206 ] [ 0.0437112] [ 0.30603427 0.58065554 0.48873681 0.52577762 0.60710566 0.72352844 0.30554105 0.4395636 0.41238515 0.74517408] [ 0.19474924] [ 0.45813388 0.53021071 0.47514433 0.41273157 0.41605762 0.50024517 0.41500924 0.58556072 0.4414468 0.46789964] [-0.83209309] [ 0.76240637 0.33259784 0.72354416 0.35534281 0.59057152 0.22158256 0.38512894 0.66536609 0.34652687 0.33492234] [-0.06801557] [ 0.37584773 0.49594041 0.62929863 0.46167283 0.58939294 0.68969558 0.4171945 0.40551988 0.39678213 0.60853222] [-0.51530984] [ 0.45373524 0.73126313 0.40775955 0.67815763 0.36243502 0.52522862 0.32720043 0.60201952 0.59668954 0.66180119] [ 0.16671127] [ 0.2989471 0.81119121 0.23078437 0.71777456 0.42398938 0.80974924 0.43539438 0.49058626 0.53628464 0.70811018] [-0.12867598] [ 0.31121718 0.77750318 0.38083512 0.70252047 0.40326818 0.64888308 0.40479471 0.43769166 0.46656611 0.6335101 ] [-0.89937708] [ 0.5912195 0.78439286 0.38002888 0.52208607 0.28211663 0.34101848 0.37759161 0.66354448 0.63252299 0.45509912] [ 0.27043066] [ 0.20506133 0.70024569 0.43995771 0.63684724 0.58074857 0.83444602 0.38874549 0.40187932 0.52634306 0.74625854] [-0.54185107] [ 0.45259221 0.55441525 0.53949805 0.44627501 0.45544583 0.55759457 0.3970141 0.57704911 0.50317245 0.52692565] [-0.86901167] [ 0.70642237 0.70403558 0.52034826 0.4952303 0.51016747 0.39082383 0.36455575 0.64903535 0.51766332 0.4758878 ] [-0.11825035] [ 0.29872213 0.73035748 0.40961183 0.6582459 0.50592846 0.55427946 0.35973225 0.31870371 0.46956896 0.64815726] [-0.23351643] [ 0.67231286 0.78886245 0.52469651 0.49903645 0.39790281 0.43384633 0.49703927 0.70679535 0.70678525 0.64671717] [ 1.08885318] [ 0.33017262 0.7534812 0.33677977 0.55635294 0.39240782 0.61462142 0.43243145 0.51341956 0.59568537 0.55414288] [ 1.65956881] [ 0.6949728 0.57515374 0.46311014 0.53477141 0.25441871 0.18169874 0.49038682 0.64602113 0.59979582 0.18658703] [-1.26791398] [ 0.67364043 0.70519341 0.50292249 0.51837355 0.23088949 0.31331816 0.43077169 0.59861802 0.55351421 0.39984676] [-0.47486026] [ 0.48681825 0.62412221 0.45311751 0.51215074 0.39712284 0.31510258 0.41161667 0.51052581 0.54554528 0.50541666] [ 0.06960172] [ 0.43341203 0.63827239 0.3992828 0.49259559 0.33848892 0.51482383 0.38620386 0.50861978 0.42475167 0.53819576] [ 1.44986798] [ 0.47378042 0.76094795 0.40493112 0.66964291 0.46912989 0.60727316 0.42487206 0.62474427 0.5190735 0.52201288] [-0.19632282] [ 0.48071363 0.4695425 0.61856617 0.44758214 0.61649408 0.56798858 0.37046696 0.44563883 0.47852304 0.54095639] [-0.26701232] [ 0.74543391 0.70230448 0.45901762 0.3255108 0.27202795 0.21209607 0.44900857 0.71060831 0.5503381 0.31429359] [-0.1312407] [ 0.38898313 0.69662455 0.33590547 0.68907328 0.45429576 0.71640054 0.41433052 0.61272182 0.61815763 0.57717029] [-0.67721805] [ 0.46978334 0.47152746 0.55591404 0.4287657 0.57585753 0.47913656 0.36289372 0.45914525 0.3462129 0.50862576] [-1.10146325] [ 0.60964117 0.70532594 0.42168125 0.52920876 0.32576494 0.25311409 0.36239455 0.64514731 0.55042801 0.48151363] [-0.12146158] [ 0.80152358 0.56802648 0.60901566 0.41284531 0.48841159 0.27362974 0.50753154 0.67177221 0.57886264 0.29581515] [-0.05735617] [ 0.47868629 0.5020092 0.56020257 0.44103285 0.48565359 0.53734695 0.4349493 0.61097166 0.45919856 0.52073465] [ 0.09958047] [ 0.54018803 0.595567 0.50381903 0.47351045 0.50256353 0.62407519 0.42778821 0.58533538 0.45399132 0.53965476] [ 2.29554094] [ 0.84924882 0.60968177 0.63198432 0.28480804 0.35212695 0.21570586 0.61538406 0.82894227 0.5227494 0.24975459] [-0.41744227] [ 0.30724352 0.58376554 0.45081087 0.47853257 0.40791332 0.62759527 0.43493619 0.40391244 0.47166865 0.50065309] [ 1.05425969] [ 0.31056756 0.71275325 0.3910497 0.60172851 0.43127453 0.66067353 0.3576419 0.45256747 0.48859159 0.55098894] [-0.15082936] [ 0.24848805 0.48748934 0.46358823 0.49184524 0.52873986 0.68379034 0.43443905 0.31811545 0.44909201 0.54029139] [ 0.15310276] [ 0.742043 0.80295146 0.41983727 0.49430119 0.21083408 0.24306057 0.45882588 0.69401296 0.63838282 0.36540515] [-0.02865138] [ 0.30897474 0.43931642 0.65424109 0.38507713 0.54038389 0.64530374 0.46078743 0.35431389 0.42058877 0.57764846] [-0.27308666] [ 0.46886728 0.62110277 0.5039783 0.50937418 0.34650332 0.39898563 0.4003559 0.60370735 0.48973861 0.39582961] [-0.91831916] [ 0.69336494 0.50696508 0.59178843 0.3958483 0.47836867 0.39646271 0.48146147 0.5866109 0.34995963 0.40336502] [-0.3114693] [ 0.43024354 0.66666722 0.37816633 0.61769067 0.28630836 0.35703452 0.44487446 0.68160319 0.4864989 0.34658794] [-0.51990401] [ 0.84631819 0.50158929 0.60674206 0.31484173 0.39238 0.32077877 0.51328992 0.81489331 0.52767204 0.31263178] [-0.23476047] [ 0.33297829 0.40753701 0.51890257 0.48400619 0.61446366 0.78544986 0.48424011 0.55525952 0.39945383 0.50343732] [ 0.05683537] [ 0.21226354 0.30159818 0.62203719 0.46479321 0.66296182 0.66989549 0.42927611 0.19659169 0.25227067 0.58104242] [-0.32430719] [ 0.71213208 0.70333105 0.41190439 0.37834166 0.38501499 0.52794255 0.53392236 0.67004056 0.48423221 0.52683739] [-0.73409087] [ 0.52560341 0.68872831 0.40395449 0.74597269 0.24929725 0.38139329 0.29831134 0.50206128 0.4983036 0.5261513 ] [-0.15963099] [ 0.70671753 0.65742721 0.43445817 0.36252846 0.38845473 0.40962574 0.55678385 0.64592802 0.56076512 0.34008702] [ 2.15636671] [ 0.75803145 0.55305124 0.57700313 0.37457503 0.31862214 0.25385111 0.49142241 0.81742299 0.53150173 0.29159393] [-0.50400623] [ 0.82153074 0.58790215 0.57809823 0.4113794 0.27291182 0.21407226 0.45315092 0.71356184 0.62515932 0.2643665 ] [-0.13170202] [ 0.39024967 0.67267126 0.37544313 0.52922225 0.38346885 0.45664774 0.38746513 0.57939648 0.65653578 0.51913651] [ 0.31251103] [ 0.63906749 0.71885119 0.46008248 0.52395398 0.25756873 0.46539848 0.40890826 0.63637429 0.55128786 0.4898019 ] [-0.09287048] [ 0.62610069 0.6524658 0.48043694 0.6131375 0.26987668 0.30932505 0.51608715 0.59128081 0.60164195 0.3800381 ] [-0.07451055] [ 0.49225265 0.56921813 0.50349425 0.40660481 0.45327261 0.64495339 0.38324385 0.74938025 0.50721923 0.52552682] [-0.60984465] [ 0.39072834 0.70160753 0.37321075 0.62918669 0.42679009 0.3610196 0.40206445 0.4777228 0.61086481 0.51838622] [ 1.57419539] [ 0.71871721 0.59144959 0.58578654 0.37885448 0.416123 0.29612588 0.48471787 0.60197306 0.54586905 0.30753378] [-0.2355939] [ 0.45194986 0.51610723 0.45750656 0.39965027 0.40788359 0.56546112 0.3925027 0.62279884 0.58279116 0.38981283] [-0.31834657] [ 0.46790684 0.39173634 0.66273284 0.36152356 0.47328705 0.55104747 0.44259176 0.42764031 0.30830143 0.58318868] [-0.26396007] [ 0.41507301 0.75325273 0.36422956 0.64789187 0.33555042 0.52860822 0.46851098 0.55520529 0.51315467 0.50085624] [-0.6777526] [ 0.38537646 0.68034893 0.430898 0.65597377 0.40433918 0.45944268 0.35727281 0.50997735 0.56606326 0.48777727] [-0.36203587] [ 0.3420537 0.63284617 0.36278363 0.70614753 0.29627114 0.53457646 0.41772674 0.60165612 0.55608952 0.4128817 ] [ 0.06123196] [ 0.29809362 0.64080923 0.42403961 0.672533 0.44273626 0.75617954 0.41781149 0.51324577 0.61351866 0.51054459] [-0.81307587] [ 0.56841764 0.8365121 0.31598201 0.67658874 0.29226481 0.41382954 0.33715894 0.58709587 0.62941209 0.69040147] [-0.28390638] [ 0.37191684 0.63034619 0.46077155 0.64606896 0.42481892 0.50496962 0.47737584 0.5928149 0.41163942 0.6404806 ] [-0.4333327] [ 0.38462206 0.40419949 0.42381398 0.4877877 0.44213905 0.54873313 0.35845439 0.45345824 0.29259683 0.40113549] [ 1.96648885] [ 0.59635062 0.50643497 0.54622888 0.40638053 0.37816892 0.26456925 0.47281077 0.75614357 0.40052499 0.27174067] [-1.56996412] [ 0.72441507 0.44213678 0.66117734 0.15342583 0.57770366 0.36608958 0.58838758 0.71334664 0.51021512 0.40233038] [ 0.0146509] [ 0.22556281 0.68329715 0.39471338 0.54582601 0.48818383 0.68180422 0.34464684 0.37607377 0.51471485 0.71229615] [ 0.67793586] [ 0.67860878 0.52485154 0.56119747 0.42141973 0.27944742 0.31541613 0.42333026 0.6121647 0.49824686 0.34948163] [ 1.47205152] [ 0.3253317 0.6015352 0.45127612 0.65531055 0.45917769 0.56375516 0.29311931 0.41795825 0.61536256 0.49627738] [-0.09882116] [ 0.40557584 0.4938234 0.57114951 0.36221548 0.41351884 0.62658466 0.49934006 0.41333706 0.452041 0.49604073] [ 0.38174649] [ 0.41743667 0.76763512 0.35811123 0.67354613 0.32727384 0.29683974 0.38845281 0.59456895 0.59553927 0.57743513] [ 0.92828365] [ 0.67796907 0.63344766 0.5514385 0.30318716 0.3621906 0.27172665 0.49553889 0.5577771 0.61981928 0.38272987] [ 1.8065002] [ 0.75396327 0.62909253 0.56572289 0.26048 0.37186453 0.28808602 0.4420499 0.7587717 0.63162429 0.40931344] [ 1.52975041] [ 0.52832236 0.54786146 0.44696217 0.61936244 0.33982169 0.4564304 0.55100172 0.7555984 0.44875074 0.26672924] [-0.46938595] [ 0.72930868 0.66095404 0.52371516 0.37729565 0.38596061 0.28000035 0.55905311 0.73657557 0.49103711 0.49767636] [ 0.01335684] [ 0.25288586 0.63719879 0.44833062 0.62985982 0.47794413 0.77714266 0.33258241 0.52743397 0.48579195 0.65698934] [ 0.21523905] [ 0.62359169 0.80366291 0.41938536 0.49714148 0.31367924 0.2685265 0.42593509 0.67530385 0.58994731 0.57307334] [ 1.02775473] [ 0.20102426 0.59439817 0.41854254 0.72380803 0.44747058 0.6974968 0.38871242 0.38553655 0.48506076 0.62911364] [-0.87835963] [ 0.55425567 0.57620118 0.52780229 0.47875845 0.39397665 0.55232986 0.39185186 0.57918371 0.48551246 0.47332639] [ 0.54500723] [ 0.40147249 0.41452482 0.54294339 0.35536754 0.42901355 0.565409 0.35714953 0.43301748 0.29608099 0.40028946] [-0.85553469] [ 0.63317982 0.51336482 0.5306058 0.4804114 0.50864518 0.47947694 0.50916442 0.60051447 0.4128518 0.46735651] [-0.72732897] [ 0.83372298 0.49902413 0.59357344 0.30337625 0.38167069 0.14914614 0.50857181 0.70939664 0.48930989 0.2830827 ] [ 2.35292196] [ 0.80577205 0.73752028 0.47787912 0.31788986 0.25408126 0.12667411 0.50785982 0.82969872 0.62566037 0.24949799] [ 2.79210092] [ 0.45467121 0.51099125 0.43606852 0.49877476 0.41915132 0.50653665 0.51282009 0.63041134 0.49957625 0.27617357] [-0.35461313] [ 0.72018863 0.53064475 0.57214385 0.37948057 0.38787039 0.28314714 0.47906351 0.63770426 0.4683408 0.38638679] [-0.5198928] [ 0.41651939 0.77178885 0.37451685 0.68927378 0.38815088 0.40868904 0.35220567 0.53242358 0.60824769 0.60708865] [ 0.11213245] [ 0.52445083 0.62153837 0.48153114 0.43194723 0.2890011 0.34079343 0.49851019 0.66784381 0.66515318 0.39382673] [-0.7643163] [ 0.78327439 0.59764393 0.51273552 0.36483003 0.31337155 0.26375223 0.4348947 0.76050544 0.52966806 0.39885759] [-0.67096066] [ 0.48432034 0.68355205 0.44352494 0.65385087 0.42270483 0.44529148 0.36701864 0.58621016 0.57843506 0.54590499] [-0.29157595] [ 0.57866854 0.65167718 0.55104952 0.30779956 0.48285525 0.35077361 0.4829665 0.59463926 0.60936576 0.46417265] [ 0.40740669] [ 0.2680983 0.56087781 0.36531042 0.62524271 0.49668346 0.66099657 0.36360156 0.28118001 0.46966005 0.49785856] [-0.49010008] [ 0.62597586 0.61770498 0.55455697 0.43523056 0.38936745 0.37438804 0.50231523 0.73721367 0.5523416 0.48904006] [ 0.26320244] [ 0.78377359 0.53794417 0.68449073 0.2119274 0.4455124 0.31542815 0.67581958 0.73009011 0.54503788 0.32960561] [-1.03942729] [ 0.8468505 0.53416316 0.57337649 0.39465036 0.29406354 0.17338096 0.51508751 0.66534759 0.53206314 0.28701255] [-0.09895932] [ 0.5225329 0.28284736 0.59406707 0.40063808 0.5126785 0.45538049 0.4159772 0.47267519 0.33405441 0.37476925] [-0.16078133] [ 0.83844375 0.61924222 0.55250533 0.34263768 0.26866382 0.15767872 0.52314553 0.70401535 0.57743295 0.33123412] [ 0.43379054] [ 0.68618033 0.59117251 0.51729311 0.44453187 0.32536094 0.43113801 0.49174385 0.68436409 0.49432349 0.42580375] [ 0.06515044] [ 0.59153988 0.62724269 0.45906315 0.54590123 0.33111191 0.18529172 0.44632024 0.67499551 0.51569704 0.4175319 ] [-0.3140549] [ 0.77357549 0.63216037 0.51974342 0.38827987 0.38338669 0.28310957 0.57927792 0.70070969 0.5919608 0.34242011] [ 0.05616182] [ 0.73844349 0.70279771 0.50982792 0.494198 0.26464927 0.2285614 0.45024771 0.6422841 0.67337278 0.33888128] [-0.40699963] [ 0.40344654 0.70426822 0.37479844 0.58114985 0.41646394 0.58893767 0.43829617 0.43011855 0.56295363 0.60555978] [-0.89570445] [ 0.53375715 0.432834 0.62709409 0.49122089 0.40922626 0.34226769 0.36328009 0.5162412 0.45380699 0.39069519] [ 0.40817104] [ 0.76881616 0.72090547 0.43717957 0.3970057 0.35868647 0.28678958 0.52899435 0.70921439 0.60747414 0.36015762] [ 0.01335684] [ 0.25288586 0.63719879 0.44833062 0.62985982 0.47794413 0.77714266 0.33258241 0.52743397 0.48579195 0.65698934] [ 0.38149534] [ 0.56694963 0.68002383 0.47142774 0.55334432 0.2320733 0.30837863 0.4557509 0.73201667 0.53293951 0.39663145] Progress: 15.7% ... Training loss: 0.550 ... Validation loss: 0.881[-0.59533613] [ 0.58763394 0.3393533 0.58887399 0.32036172 0.4923456 0.39351862 0.43478269 0.49041386 0.30175514 0.3304619 ] [-0.26594245] [ 0.41478129 0.74851902 0.48853534 0.66480979 0.3816683 0.73711349 0.43515164 0.53920266 0.55659869 0.66008195] [-0.05294982] [ 0.20702908 0.47794748 0.44680174 0.52167689 0.52287929 0.74247147 0.45379815 0.47647095 0.33455144 0.52216851] [-0.6766473] [ 0.43731362 0.52791279 0.38766725 0.58980686 0.30893326 0.42468383 0.366634 0.6101537 0.47447424 0.36870022] [-0.25322335] [ 0.74815024 0.57214609 0.61827358 0.30983901 0.52791917 0.37742537 0.41442289 0.69158091 0.46072359 0.48206097] [-0.7264717] [ 0.50843452 0.43963294 0.65060495 0.34978085 0.46606999 0.43870961 0.48189036 0.44432878 0.42759144 0.429255 ] [-0.53435408] [ 0.47257406 0.75941785 0.37483714 0.69230471 0.22843965 0.56762387 0.35846808 0.53863201 0.61083803 0.57933171] [-0.3506493] [ 0.38842559 0.46164261 0.51865059 0.54078253 0.34146602 0.60177016 0.41897032 0.52358858 0.37721637 0.43837489] [-0.27522134] [ 0.59666211 0.67022004 0.49904405 0.59592258 0.46510161 0.61909847 0.45401829 0.69943327 0.50334634 0.41923002] [-0.10118073] [ 0.65784209 0.67395996 0.53682219 0.43816937 0.36074011 0.35674912 0.60859536 0.72591759 0.62886347 0.35476478] [-1.35462349] [ 0.75907184 0.63969935 0.49269977 0.53391906 0.32806889 0.4886415 0.44664261 0.72884618 0.46743149 0.41475515] [ 2.03477686] [ 0.40356577 0.63373983 0.40861763 0.58110165 0.51239366 0.49794101 0.51324829 0.45340262 0.56420533 0.37582202] [ 2.65203748] [ 0.65105512 0.68667641 0.3959096 0.58047377 0.25041528 0.34600445 0.41300007 0.65444467 0.6370953 0.32540292] [-0.10552634] [ 0.78602231 0.61291319 0.63370705 0.28935826 0.50683552 0.31400563 0.50633208 0.71678659 0.52402796 0.41199634] [ 0.19678071] [ 0.46060309 0.61285193 0.46008707 0.35772845 0.40377269 0.49675872 0.45633055 0.57559937 0.51061544 0.42578413] [-0.48570718] [ 0.77989001 0.62760352 0.52336421 0.28971807 0.3616304 0.26271688 0.45417233 0.73096791 0.53453288 0.43594235] [-0.12081294] [ 0.24569365 0.66446036 0.40954948 0.57115989 0.48207655 0.72217493 0.36549066 0.36209426 0.55768387 0.58714849] [-0.51863674] [ 0.78870714 0.42222184 0.5723826 0.33841958 0.2361623 0.25085846 0.44494456 0.75624059 0.35555961 0.22000224] [-0.46341265] [ 0.36562453 0.41287497 0.48941697 0.65716685 0.46265511 0.70697769 0.3685662 0.49558817 0.46045226 0.41898924] [-0.07744841] [ 0.43552843 0.80391422 0.3393062 0.66355417 0.28693747 0.43900405 0.38532979 0.50580785 0.67549101 0.52225186] [ 0.28910629] [ 0.74264847 0.63216611 0.55089224 0.30108029 0.42415446 0.26498251 0.6255782 0.64844658 0.6638517 0.29760789] [-0.63109849] [ 0.42832997 0.56851126 0.41726865 0.59696365 0.47599018 0.55688382 0.36793408 0.49093757 0.47439593 0.50987005] [ 0.36664084] [ 0.63241226 0.67023847 0.44799284 0.4373876 0.2646152 0.24222113 0.5092035 0.60963977 0.61174653 0.28312422] [ 0.52523621] [ 0.30996087 0.34302494 0.59850194 0.43158546 0.57707114 0.54313227 0.49767179 0.33798631 0.39458242 0.51836293] [-0.79416884] [ 0.67574798 0.49598793 0.57874932 0.29925597 0.39496131 0.4245274 0.56594627 0.76159783 0.57556503 0.30357388] [-0.84652759] [ 0.7432735 0.55538564 0.6187961 0.37012351 0.42350078 0.2120832 0.4905257 0.63071795 0.58863515 0.31696207] [ 0.23933901] [ 0.53332059 0.67037297 0.40703261 0.55432499 0.34797122 0.57204442 0.50739911 0.75225244 0.4540418 0.34596248] [ 0.26334308] [ 0.70199686 0.62118268 0.57312989 0.38823426 0.37058426 0.31592982 0.62653649 0.7407016 0.59893331 0.31337974] [-0.57122111] [ 0.62902604 0.43108246 0.45571735 0.32022413 0.35703861 0.31820393 0.55782908 0.6998449 0.42573032 0.19280557] [-0.28963399] [ 0.39846285 0.63167304 0.36668369 0.41448321 0.3989417 0.63486085 0.37007342 0.44620744 0.43474671 0.57052622] [ 0.27897441] [ 0.2235242 0.55805255 0.54646778 0.68072157 0.45833357 0.74521174 0.39690669 0.33302962 0.46993699 0.6936544 ] [-0.22689192] [ 0.35191022 0.6559869 0.44362957 0.57619865 0.52837209 0.59240879 0.32137266 0.42561302 0.45469244 0.63124344] [-0.15076704] [ 0.34017619 0.46767655 0.62385164 0.41041693 0.54845084 0.67047134 0.38508189 0.37649316 0.4563418 0.63634582] [ 1.46291563] [ 0.46894549 0.46835669 0.50294558 0.44543086 0.49496621 0.68414496 0.42003721 0.66838099 0.50341355 0.45101773] [-0.98841601] [ 0.75625557 0.33834644 0.69500089 0.26027353 0.53721688 0.37380959 0.49315152 0.59890152 0.46440164 0.34766834] [ 0.03616177] [ 0.35626685 0.56535245 0.48438489 0.51366904 0.46025668 0.46230003 0.51005069 0.41334122 0.55720221 0.45709007] [ 0.1715108] [ 0.68137962 0.50301382 0.55298314 0.42620892 0.42034208 0.16994896 0.47623822 0.57650829 0.61503935 0.21383922] [ 0.69125072] [ 0.44298388 0.616352 0.44526659 0.5386985 0.31134828 0.39794783 0.47320493 0.67487021 0.5262719 0.3490313 ] [-1.14443271] [ 0.8062734 0.59183432 0.56567866 0.39680494 0.21722673 0.1611998 0.53248773 0.77734894 0.56385603 0.23744554] [ 2.16799703] [ 0.87826765 0.4213013 0.65564874 0.15669636 0.35549121 0.09198269 0.58417463 0.77387371 0.47798237 0.23270159] [ 0.93020203] [ 0.27219872 0.62622796 0.47999662 0.6783267 0.50531471 0.61976222 0.2887361 0.35512834 0.52737634 0.58730156] [ 0.10969492] [ 0.32002613 0.49631409 0.59685699 0.50595912 0.5658862 0.57033183 0.3797428 0.34189777 0.31693031 0.63055552] [-0.06621051] [ 0.24122688 0.651004 0.41443836 0.57611792 0.44153927 0.68383083 0.33087904 0.44260917 0.41718866 0.58470355] [ 2.75841899] [ 0.79575392 0.68817105 0.49068869 0.26201048 0.31590077 0.1513896 0.56526343 0.81219842 0.57036789 0.30688113] [ 0.3290711] [ 0.42483408 0.35846574 0.56746245 0.32113061 0.52954846 0.35599543 0.48442665 0.39931948 0.45716453 0.2972999 ] [ 2.36278996] [ 0.62958202 0.59863582 0.46412176 0.47019958 0.33548426 0.19136477 0.46927201 0.64667862 0.48643615 0.36026633] [ 0.1985014] [ 0.84148042 0.53587807 0.56127419 0.26554141 0.23600691 0.23452911 0.50168076 0.76736061 0.55093516 0.27024959] [-0.55613357] [ 0.50840292 0.63399651 0.46405866 0.6101339 0.42250859 0.6256608 0.39430304 0.524315 0.38980499 0.56707488] [ 1.22624221] [ 0.82753156 0.58688721 0.59578711 0.5162507 0.36771956 0.22944697 0.43182714 0.74424374 0.5325031 0.31266483] [ 0.0894793] [ 0.79053988 0.44526321 0.70744729 0.39532928 0.51997697 0.27933525 0.47980882 0.69675031 0.48210977 0.29836416] [ 0.5053332] [ 0.5989671 0.65754548 0.39752541 0.6224405 0.2436572 0.18745737 0.47623008 0.70644808 0.57126294 0.50428828] [ 0.16807499] [ 0.21610554 0.56758416 0.4320935 0.59020673 0.586474 0.71586562 0.34848203 0.30599469 0.4346466 0.68193452] [-0.6232916] [ 0.46663937 0.67602193 0.41497969 0.59209055 0.28548423 0.34299117 0.34766341 0.57685284 0.5071983 0.4367501 ] [-0.44890018] [ 0.44197124 0.31635686 0.55971527 0.44014916 0.53036386 0.51752916 0.43981529 0.62434883 0.42178747 0.32227897] [ 0.03196071] [ 0.77785201 0.67889834 0.49973789 0.35892355 0.39513872 0.29750199 0.56690603 0.73360072 0.55005584 0.43596416] [ 0.19614369] [ 0.7490035 0.55134707 0.49815255 0.20844559 0.36185688 0.21646309 0.57074807 0.75893614 0.50248591 0.26745327] [-0.51750908] [ 0.50738087 0.36553571 0.6483507 0.33747746 0.51475506 0.38816672 0.5208592 0.61237314 0.40183662 0.40198782] [-0.92363373] [ 0.48122698 0.56331998 0.39349156 0.56865166 0.4162757 0.5864486 0.40092208 0.6701575 0.44255527 0.38929262] [ 2.19380537] [ 0.80374472 0.72805663 0.45745254 0.32519814 0.31533143 0.28869737 0.56316083 0.78403824 0.60136082 0.36904168] [ 0.21633208] [ 0.47688518 0.39239643 0.66560115 0.30658235 0.59149138 0.5852187 0.4699802 0.59663075 0.4929823 0.4710303 ] [ 0.62165857] [ 0.59044662 0.42997961 0.63512335 0.36513565 0.47231352 0.50948461 0.39363244 0.52639243 0.48329237 0.47966785] [-0.2349442] [ 0.33541667 0.7067112 0.43959314 0.67635042 0.4055616 0.6681262 0.38701778 0.50541724 0.42117748 0.68743192] [ 0.27239923] [ 0.49843049 0.66638685 0.46997394 0.48641526 0.26647838 0.39017906 0.49484721 0.64575234 0.57984216 0.44118648] [-0.266422] [ 0.32722162 0.47764015 0.4407554 0.56349958 0.45334649 0.79914467 0.35496525 0.58172916 0.51286771 0.53226914] [-0.3278848] [ 0.77156716 0.71858993 0.42309186 0.31047924 0.28817262 0.28724736 0.514621 0.70347846 0.60996353 0.35656652] [-0.12367639] [ 0.52022837 0.36244489 0.5996081 0.41802842 0.53295151 0.64095562 0.46906824 0.51340465 0.35430661 0.51150512] [-0.61298377] [ 0.69434192 0.73138363 0.54157248 0.57351749 0.49911747 0.38137059 0.40082174 0.66230756 0.62217599 0.57785872] [-0.79697731] [ 0.46002604 0.49581062 0.52268311 0.42415953 0.55880609 0.3861718 0.41634021 0.37697517 0.41050026 0.44406459] [-0.80239707] [ 0.78792356 0.64504691 0.59942923 0.30024725 0.48271414 0.37515618 0.52987685 0.76034762 0.70400057 0.39735193] [-0.8454004] [ 0.54057417 0.61448114 0.47079658 0.50752775 0.32527808 0.43964995 0.3824014 0.61969785 0.49253874 0.47909718] [-0.43084608] [ 0.42594717 0.39680314 0.56196071 0.38785573 0.56861287 0.57775985 0.454365 0.58266046 0.44883808 0.41540353] [ 1.15867036] [ 0.59240483 0.57187124 0.4584007 0.56541193 0.28633758 0.25709061 0.46630521 0.60208631 0.49150644 0.25143082] [-0.85191385] [ 0.46004763 0.69772288 0.49771986 0.51473829 0.36383371 0.44955301 0.40914319 0.56185422 0.52561118 0.51117577] [-0.66314821] [ 0.64981772 0.54840194 0.6076766 0.32378759 0.44919289 0.42283258 0.42764406 0.64232459 0.57042486 0.43282323] [-0.33136454] [ 0.46967578 0.41751181 0.65072543 0.28407693 0.59479488 0.46787023 0.53473388 0.51938659 0.46664387 0.42188764] [-0.64156143] [ 0.48365844 0.67755947 0.40744559 0.67520948 0.26522558 0.67684745 0.39583039 0.72634848 0.53018514 0.50056727] [-1.36208833] [ 0.64764242 0.6031986 0.61170074 0.3628837 0.43417162 0.44223209 0.57267998 0.64528035 0.58896078 0.40198405] [ 1.42519341] [ 0.31503812 0.7071486 0.42100451 0.65507252 0.47032007 0.7627007 0.35753095 0.53367931 0.56129734 0.63283092] [-0.67919582] [ 0.44046049 0.50069398 0.50155824 0.5888077 0.44583985 0.56931365 0.46270128 0.54012598 0.28782906 0.47399989] [-0.49080764] [ 0.32230439 0.7679639 0.2941511 0.7195076 0.37090029 0.62689507 0.50700247 0.60238494 0.50816758 0.52889126] [ 0.16576551] [ 0.445095 0.54768315 0.45712585 0.33336135 0.45871295 0.47482099 0.40161563 0.50540284 0.4605714 0.40652109] [-0.53075939] [ 0.47729491 0.79444936 0.30745221 0.64786892 0.38511536 0.65721932 0.48223599 0.6239017 0.56669431 0.57049849] [ 0.23111807] [ 0.53729302 0.50665379 0.60015015 0.34855814 0.477004 0.57462836 0.42624853 0.67465481 0.44091282 0.5402894 ] [-0.42780473] [ 0.48107905 0.63714064 0.41076315 0.69953238 0.31010242 0.38954574 0.42217107 0.46809043 0.63657405 0.5205118 ] [ 0.0740167] [ 0.39490098 0.70243639 0.38071742 0.66241634 0.27253311 0.56092996 0.44284988 0.59310346 0.60258072 0.43210368] [ 1.30222834] [ 0.55394743 0.6093069 0.40735959 0.57440857 0.35148121 0.44596074 0.52386319 0.62061546 0.5657573 0.36659754] [ 0.30577871] [ 0.58848741 0.65925875 0.50705447 0.5592094 0.26372844 0.28598573 0.44539664 0.67927387 0.62389289 0.35842378] [ 0.73079083] [ 0.33856967 0.4817268 0.51335316 0.54834518 0.42333693 0.51559564 0.44485781 0.45725511 0.4413704 0.4003501 ] [-0.70998721] [ 0.81325386 0.65709861 0.52857002 0.34352823 0.21340915 0.2054227 0.52183787 0.69323165 0.57601215 0.29082128] [-0.74468813] [ 0.46599667 0.70079353 0.4921048 0.59579102 0.3229464 0.48104763 0.42594653 0.55716435 0.57869659 0.47637444] [ 1.62467897] [ 0.62556099 0.53513566 0.44477728 0.52810148 0.41387378 0.52246601 0.55813084 0.67062259 0.46151841 0.37403276] [ 0.77253575] [ 0.83885136 0.44235415 0.67219526 0.39735158 0.42759521 0.25291987 0.43661567 0.70436742 0.50509834 0.23202515] [-0.18614647] [ 0.87092746 0.47060754 0.60847491 0.21397951 0.32822715 0.08908831 0.53914429 0.80343402 0.49520761 0.19556794] [-0.73334086] [ 0.71785891 0.54492114 0.54029224 0.31145145 0.30294737 0.28002271 0.46190593 0.68252044 0.43641275 0.33773788] [-0.05866373] [ 0.30828215 0.67045452 0.50869408 0.58629319 0.50598512 0.73495406 0.44533199 0.38678024 0.52686633 0.6878912 ] [-0.81722054] [ 0.43364241 0.26744849 0.69442177 0.40893088 0.41586387 0.47495895 0.48457903 0.49133892 0.35087553 0.31259014] [ 0.66878714] [ 0.40737294 0.52736953 0.59702143 0.49747699 0.51892819 0.52655438 0.39786389 0.40823427 0.48242328 0.5296798 ] [-0.28611704] [ 0.59920407 0.59206096 0.52127305 0.4680373 0.57803836 0.58841611 0.42383465 0.50267955 0.43934229 0.51998563] [-0.23046281] [ 0.34224702 0.57960952 0.54623481 0.54667556 0.5009972 0.66653685 0.41995414 0.40393162 0.50349848 0.61182788] [-0.38227797] [ 0.71124043 0.63148695 0.4602222 0.56580574 0.25535453 0.26798305 0.41586067 0.65774278 0.60732457 0.28476304] [ 0.76064971] [ 0.663121 0.69349044 0.46307283 0.53609218 0.29254827 0.34047713 0.55874241 0.74739744 0.56239979 0.3353832 ] [ 0.07571707] [ 0.63996429 0.62821771 0.43185766 0.53463212 0.27358616 0.15720812 0.53438 0.60483455 0.60530148 0.3319104 ] [-0.46735921] [ 0.54299606 0.58069703 0.47321558 0.41976662 0.3930298 0.56690936 0.44888785 0.53138508 0.44083141 0.51308747] [ 0.86120005] [ 0.61738307 0.66119848 0.51548492 0.37062097 0.3043006 0.40249261 0.52115515 0.7096581 0.54577084 0.36922922] [-0.40435718] [ 0.78590399 0.40433445 0.54913408 0.29261814 0.32898273 0.11222767 0.52600925 0.73978573 0.5053321 0.17638425] [ 0.2548382] [ 0.80932554 0.38369653 0.68767129 0.22208036 0.48814106 0.28904023 0.63464234 0.65302207 0.5228635 0.24912471] [-0.61070477] [ 0.45023514 0.67922255 0.37941208 0.65068703 0.22629842 0.3720909 0.37578047 0.54501528 0.58275735 0.36628177] [ 2.53665404] [ 0.77638454 0.52194252 0.54694829 0.3112964 0.34654065 0.28576088 0.56849289 0.77891561 0.49082682 0.2866531 ] [ 0.98315616] [ 0.52855707 0.53888615 0.51369183 0.50530393 0.39661057 0.69363193 0.38378914 0.73284076 0.4702618 0.4895558 ] [-0.157755] [ 0.39406872 0.23350908 0.72655043 0.3306937 0.55361321 0.54817599 0.39971951 0.31526381 0.28788816 0.41950779] [ 0.43079293] [ 0.40159771 0.57679106 0.41672312 0.57474135 0.323367 0.31394503 0.37092308 0.48468743 0.57747433 0.31340054] [-0.86096167] [ 0.559877 0.75372767 0.44030526 0.71153325 0.474473 0.42809419 0.37796506 0.55688542 0.52735855 0.5212569 ] [-0.35211907] [ 0.76228154 0.61172586 0.49489649 0.35567137 0.29782953 0.15078171 0.42980716 0.70344772 0.47435905 0.33116716] [-0.34595124] [ 0.27381415 0.37005221 0.58771621 0.43549119 0.58828372 0.6874815 0.56892761 0.43866203 0.36783457 0.43695099] [ 0.30176508] [ 0.18519076 0.52756959 0.46712065 0.67519509 0.47568567 0.817393 0.40849708 0.38274386 0.43324106 0.69290465] [-0.72101143] [ 0.62139335 0.66125194 0.47325912 0.4566807 0.34766562 0.27325679 0.51339742 0.63483328 0.64891577 0.33006942] [-0.03591393] [ 0.36319163 0.44251515 0.63127789 0.48468675 0.4895717 0.66310653 0.46785184 0.39275528 0.38876529 0.60934589] [-0.26925124] [ 0.72511721 0.61834454 0.60235443 0.36245263 0.34262903 0.23783813 0.54463875 0.69324321 0.68036803 0.32390543] [ 0.63988184] [ 0.74156157 0.65341567 0.59790834 0.45804159 0.52308984 0.29633657 0.41578383 0.67190929 0.6017744 0.3606359 ] [-0.81747848] [ 0.46849669 0.43999062 0.58461857 0.44690545 0.57590906 0.3872203 0.42308855 0.3642549 0.29780813 0.4537779 ] [-0.51151458] [ 0.49063093 0.67654529 0.45291754 0.55126686 0.44095985 0.57921298 0.43743827 0.54845276 0.48375073 0.61089626] [-0.18015498] [ 0.25068245 0.43434445 0.47016881 0.59079414 0.60752379 0.67950411 0.47693335 0.39416942 0.22474235 0.50836966] [ 1.09349663] [ 0.7051233 0.54112071 0.55479801 0.37430233 0.27352054 0.29317203 0.46555188 0.58247859 0.45954065 0.33879733] [-0.98272907] [ 0.73843051 0.66433553 0.48729476 0.52183533 0.20756996 0.23925559 0.40334248 0.6341876 0.59227849 0.29179427] [-0.56074395] [ 0.45042895 0.79549924 0.3357338 0.71569647 0.29292925 0.50196403 0.36933636 0.4357855 0.54809796 0.62380399] [-0.1480552] [ 0.38248352 0.57067447 0.467271 0.71109859 0.66912838 0.67057292 0.42156587 0.37718708 0.34712898 0.57282842] [ 0.11840822] [ 0.76523336 0.66260789 0.55346897 0.38685846 0.26735826 0.22472158 0.47795558 0.70443344 0.68981725 0.35831758] [-0.80516982] [ 0.47695723 0.7228331 0.42207245 0.59219152 0.28388584 0.45714215 0.35361936 0.54197143 0.47281286 0.51347484] Progress: 16.0% ... Training loss: 0.549 ... Validation loss: 0.867[-0.35751178] [ 0.70055234 0.68777682 0.5029126 0.38475207 0.3448571 0.38510688 0.56287069 0.74374428 0.52782933 0.44902492] [-0.26619681] [ 0.36066845 0.57840324 0.51590081 0.50055665 0.52179086 0.68099769 0.34013421 0.43313271 0.40550662 0.63777234] [-0.44150917] [ 0.7328843 0.37922097 0.64096087 0.35115966 0.51381026 0.29023325 0.44875181 0.6154749 0.41595999 0.35735926] [-1.17437647] [ 0.56819526 0.65080849 0.40633921 0.49658311 0.40481862 0.3630095 0.31947733 0.62984788 0.45941202 0.47029033] [ 0.90587306] [ 0.7048781 0.48813438 0.59460433 0.37006379 0.31067859 0.21723113 0.51183452 0.77852573 0.41043548 0.19342612] [-0.08028964] [ 0.73102186 0.74066829 0.34963236 0.50902859 0.23818576 0.23459454 0.40426218 0.63289502 0.57833902 0.41776476] [-0.21332729] [ 0.30224571 0.53843537 0.47106554 0.58248289 0.45494398 0.56266 0.39288739 0.37297273 0.49873636 0.47882741] [ 0.35247898] [ 0.88170106 0.57232217 0.61737445 0.28081922 0.42378445 0.15417976 0.53699662 0.78299807 0.57790504 0.2062198 ] [-0.04238008] [ 0.52185386 0.31379955 0.59842388 0.28520457 0.48770415 0.5268265 0.42295773 0.40288346 0.25525937 0.38638662] [ 1.3570703] [ 0.82533258 0.67735476 0.59925253 0.26985049 0.36266531 0.26269884 0.5909029 0.72837871 0.55536877 0.30765055] [-0.05380051] [ 0.24089825 0.63777451 0.47094746 0.60938417 0.46648882 0.71121456 0.36015771 0.3380711 0.52616675 0.65347885] [-0.50909781] [ 0.40306794 0.50211741 0.61215885 0.36577246 0.58162984 0.49095403 0.56528821 0.53085753 0.48730472 0.50255937] [ 0.45637153] [ 0.31921305 0.48009379 0.53221791 0.32943483 0.49564876 0.56216722 0.49824394 0.41311013 0.49817741 0.50235831] [-0.80298918] [ 0.70002038 0.53016555 0.62440383 0.23553926 0.37474107 0.25597811 0.57485995 0.74035584 0.51945983 0.36068786] [ 0.37965374] [ 0.72915724 0.61423264 0.53530087 0.3515811 0.27731785 0.26422564 0.52835203 0.6358317 0.57772703 0.34287932] [ 0.25543338] [ 0.18562438 0.33303048 0.53964267 0.66895367 0.47725853 0.66516648 0.37277058 0.36680186 0.33687458 0.49107147] [-0.16630698] [ 0.34665203 0.75231493 0.47425116 0.65701121 0.44889965 0.79752473 0.3338572 0.54028586 0.63012522 0.73638364] [ 0.10744816] [ 0.42639159 0.684965 0.56372212 0.62555648 0.47278757 0.69391261 0.4319538 0.57564911 0.51813387 0.6038412 ] [-0.18317443] [ 0.76295654 0.5392811 0.53851892 0.40758655 0.30053948 0.32135819 0.52159062 0.77607834 0.52801009 0.23079424] [ 1.38047721] [ 0.66784132 0.65701182 0.49870625 0.47431579 0.2540085 0.21444788 0.48347008 0.75597441 0.48901673 0.4342334 ] [-0.11060123] [ 0.45836697 0.61060933 0.49992552 0.71160469 0.52916227 0.61824493 0.36414542 0.54063941 0.5017133 0.56496857] [-0.3539264] [ 0.39377293 0.30843269 0.67511138 0.41354119 0.55981006 0.65348818 0.39075812 0.34441917 0.2282991 0.54990061] [ 0.2060393] [ 0.50030492 0.39931759 0.63908953 0.47385717 0.33592784 0.51376128 0.38688571 0.47073511 0.36473296 0.36255506] [ 0.01838553] [ 0.45135659 0.47465663 0.55612013 0.39666436 0.51883348 0.44206358 0.48690486 0.40891745 0.46332372 0.51278005] [ 1.04217025] [ 0.40841615 0.58831312 0.53136755 0.44655089 0.52103624 0.66749158 0.33870493 0.5267221 0.42046586 0.62255561] [-1.24657154] [ 0.57789296 0.69014417 0.37366411 0.55561587 0.38029542 0.28165475 0.46882993 0.48873267 0.48137801 0.36619767] [-0.48456757] [ 0.51433947 0.71770221 0.34395001 0.62515209 0.31422185 0.57921161 0.44538114 0.63404807 0.53810108 0.44425622] [ 0.25601945] [ 0.82931571 0.69994269 0.61768198 0.35127431 0.40112615 0.24329182 0.51440931 0.70912561 0.64924039 0.2985978 ] [ 0.61444009] [ 0.87462749 0.6978843 0.51242927 0.22693383 0.19630263 0.10528472 0.58121301 0.81010703 0.70012059 0.19309893] [-0.44362228] [ 0.47989221 0.63761044 0.38363638 0.4779812 0.30485255 0.33952552 0.45358478 0.64432153 0.50718552 0.34598287] [ 0.02435713] [ 0.23824733 0.54109392 0.63773672 0.47724513 0.49745841 0.7905643 0.44962372 0.36548103 0.41928726 0.66390907] [-0.34742663] [ 0.80920695 0.59655685 0.66903964 0.35553985 0.47573828 0.22078954 0.56265581 0.69535962 0.56694849 0.39990938] [ 1.13904304] [ 0.59184137 0.64462603 0.47727248 0.50588948 0.32012398 0.24731261 0.41298253 0.7102868 0.49910164 0.47149143] [ 2.28468703] [ 0.77250687 0.57253625 0.54817256 0.36570649 0.33259236 0.13710187 0.48175378 0.75383973 0.52561655 0.20167659] [-0.81342644] [ 0.50189151 0.6864124 0.43691787 0.60109253 0.35247215 0.45718986 0.43155665 0.65521449 0.48696285 0.50243476] [-0.68909542] [ 0.61089211 0.70424868 0.54332725 0.55665781 0.46743396 0.42042682 0.41402358 0.63979589 0.5184184 0.46312022] [-0.42405566] [ 0.85960931 0.67005461 0.50751391 0.27159102 0.29738155 0.11137077 0.50311897 0.78764278 0.58713723 0.2809915 ] [-1.02276135] [ 0.59992049 0.73023059 0.55299855 0.55221442 0.4327047 0.5165577 0.50525597 0.56988023 0.61258404 0.47621873] [-1.0298927] [ 0.51429938 0.43184434 0.53972353 0.39800138 0.40985583 0.33946106 0.54303173 0.60067852 0.49691048 0.24254025] [-0.17001607] [ 0.41737045 0.80861875 0.45298906 0.72461491 0.48725732 0.73949659 0.41813873 0.54497501 0.64869993 0.70388905] [-0.35051038] [ 0.81509274 0.43389718 0.66378249 0.33247458 0.50200772 0.31056589 0.46317977 0.69468075 0.46702102 0.2869106 ] [-0.68035428] [ 0.44677162 0.59056433 0.5076028 0.54902264 0.37225915 0.5032551 0.47524101 0.61113134 0.52245709 0.38344687] [ 0.34118527] [ 0.16253116 0.55047732 0.55583072 0.56440752 0.62751612 0.82237487 0.41719193 0.26122714 0.42932515 0.74216748] [ 0.99499001] [ 0.40214603 0.70784975 0.35870624 0.50500235 0.356485 0.37279067 0.49825353 0.57066579 0.69221781 0.39975096] [ 0.37753886] [ 0.49797689 0.77852327 0.47564608 0.72633404 0.4078104 0.57210994 0.40397066 0.54425463 0.63185798 0.62786095] [ 0.25215159] [ 0.75437648 0.7056651 0.42737258 0.30493501 0.21688186 0.12440552 0.55843883 0.76027412 0.68595755 0.21344663] [-0.16134478] [ 0.66921918 0.61571859 0.42227845 0.44095574 0.36415849 0.14758712 0.42974041 0.62775763 0.55562526 0.39371926] [ 0.10462725] [ 0.16383076 0.58920841 0.460415 0.65885675 0.45613696 0.7500074 0.40595867 0.26843971 0.57096752 0.59490347] [-1.01625138] [ 0.54461912 0.4146701 0.57757339 0.59336545 0.58109775 0.52892173 0.46799987 0.53994365 0.43822156 0.32577477] [ 0.84898084] [ 0.26270378 0.51261611 0.53844491 0.68703637 0.46918001 0.5763684 0.37096128 0.34410625 0.5502195 0.58763389] [-0.93559509] [ 0.44495766 0.65947524 0.36530126 0.603414 0.34823567 0.3144271 0.35431661 0.53464419 0.56162106 0.47359003] [ 0.30645539] [ 0.20297822 0.77404432 0.32279425 0.78732616 0.53564099 0.85571325 0.46413883 0.40796593 0.54503478 0.75346563] [-0.48326991] [ 0.80489134 0.45066604 0.56883226 0.42794882 0.3281762 0.23801459 0.51563867 0.75684959 0.51544566 0.16500266] [ 0.02598763] [ 0.31445242 0.54002543 0.56403255 0.68447856 0.41631559 0.64401738 0.28161526 0.37765914 0.50914769 0.51331313] [-0.29002887] [ 0.41964799 0.49179461 0.59019788 0.42539792 0.57024939 0.54971148 0.39804074 0.5221773 0.42040769 0.57249391] [ 1.46328566] [ 0.66078764 0.81032722 0.46590659 0.59248374 0.35060854 0.38649837 0.48055375 0.69188254 0.59459872 0.56204264] [-0.77587279] [ 0.45161339 0.59719834 0.40253986 0.42253763 0.46590688 0.38892119 0.49933325 0.51743822 0.49557169 0.6577467 ] [-0.30578365] [ 0.63890448 0.68561483 0.55721456 0.47857207 0.39132231 0.47079818 0.45909885 0.5939267 0.54693821 0.45229797] [-0.35406981] [ 0.763207 0.64833805 0.57090714 0.46144176 0.44220144 0.38703662 0.47740226 0.71466557 0.533841 0.50540115] [-0.23908282] [ 0.46701234 0.55355329 0.51934928 0.35597389 0.41192568 0.49832962 0.42234672 0.64719988 0.56609088 0.42157888] [ 0.7812731] [ 0.58625983 0.51193051 0.57658553 0.41827853 0.46193278 0.33869557 0.43635977 0.52138663 0.44480979 0.44948747] [-0.93778474] [ 0.66499548 0.21044801 0.75254517 0.16880259 0.53646018 0.30371039 0.53145219 0.55343353 0.27519772 0.29519351] [-0.0666713] [ 0.48007556 0.6481341 0.45171293 0.63141436 0.3145757 0.50858809 0.43125312 0.67051276 0.5049005 0.38742942] [ 1.14776794] [ 0.51376676 0.71119952 0.40813863 0.60922362 0.31288036 0.3878475 0.4742408 0.57769569 0.60713444 0.41710951] [-1.16464763] [ 0.80485036 0.59189843 0.56532942 0.39784716 0.21740454 0.16349225 0.53213434 0.77547474 0.56359087 0.23861526] [ 0.92919782] [ 0.38589391 0.58897067 0.38675697 0.61510363 0.45583967 0.60648453 0.47244702 0.57688644 0.6727078 0.37914474] [-0.01792748] [ 0.75340801 0.52274264 0.59410343 0.41435026 0.23221704 0.20578679 0.47562975 0.69571804 0.48679782 0.25433895] [ 0.46690639] [ 0.86790584 0.62584276 0.62791191 0.26254066 0.36676381 0.25366056 0.64373499 0.78044482 0.6163984 0.28329086] [-0.81265203] [ 0.56977721 0.65703931 0.39299081 0.59498576 0.32934249 0.22675903 0.34304869 0.67321676 0.52777575 0.45328974] [ 0.37262294] [ 0.34971911 0.5565011 0.40887116 0.62529696 0.44858006 0.63523386 0.42006918 0.70601048 0.46524981 0.53634889] [ 0.85658811] [ 0.53447263 0.3484093 0.6229633 0.39759383 0.52100169 0.52699272 0.44968565 0.67128417 0.38908142 0.3473073 ] [-0.09398989] [ 0.43310414 0.42204874 0.54581238 0.35729921 0.48703965 0.67390496 0.41241025 0.49218352 0.41080439 0.52797879] [ 0.39998094] [ 0.15956441 0.59850541 0.39700139 0.73812155 0.4961145 0.68753869 0.42781956 0.36611609 0.45274443 0.58861294] [-0.46514458] [ 0.58171981 0.2031237 0.73577217 0.30932497 0.5162402 0.33797974 0.40036459 0.59774649 0.2436334 0.28012671] [-0.01741103] [ 0.45993918 0.59077821 0.51358922 0.61953888 0.48475547 0.53795911 0.50760807 0.54867335 0.57691931 0.4987632 ] [ 0.17724162] [ 0.57384644 0.66995906 0.38274902 0.47997652 0.39466045 0.55692005 0.47102452 0.62041964 0.47682828 0.48997666] [-0.44336775] [ 0.48368854 0.76398672 0.44289877 0.52661359 0.43956885 0.45082111 0.51172767 0.61745629 0.61520683 0.62893365] [ 0.4567673] [ 0.85790103 0.56069113 0.61305637 0.16394034 0.31669263 0.11907637 0.59844797 0.77607625 0.60663275 0.21237643] [-0.45767066] [ 0.48766374 0.30393026 0.59940829 0.31448186 0.55981982 0.47109851 0.40771302 0.40150684 0.25675029 0.38497391] [-0.48166181] [ 0.37041264 0.66655164 0.45856342 0.6796102 0.31198349 0.69225614 0.43392915 0.61614771 0.47561178 0.52358275] [-1.00001978] [ 0.55856272 0.63844725 0.50667599 0.46152713 0.42908476 0.57736041 0.51744755 0.58435108 0.64005894 0.43885839] [-0.97156724] [ 0.55268092 0.67567 0.45751343 0.58868946 0.3332434 0.36173572 0.3486398 0.57731408 0.4777247 0.57365332] [-0.5992729] [ 0.35388807 0.65576943 0.38229212 0.68118621 0.37704414 0.63342348 0.45554632 0.66555628 0.56137183 0.4266411 ] [ 0.18930496] [ 0.22754609 0.62033753 0.47213637 0.66777142 0.51348688 0.76813197 0.39152588 0.34936362 0.54131841 0.64297991] [-0.65450092] [ 0.4969754 0.52850976 0.47037464 0.50443283 0.54001577 0.6000296 0.33974186 0.65607059 0.41788268 0.63494254] [ 1.31528002] [ 0.37466425 0.71720927 0.32718029 0.63736334 0.27450444 0.45581703 0.47404709 0.55522278 0.63463548 0.44345116] [-1.1069809] [ 0.66557359 0.77005568 0.42689724 0.58776282 0.25321292 0.38508925 0.44278062 0.57663739 0.67313982 0.44949764] [-0.533601] [ 0.3683495 0.49756402 0.45064598 0.55326336 0.43754987 0.4840602 0.47728212 0.53746732 0.42928169 0.45105283] [-0.65673478] [ 0.50204669 0.75692153 0.38625388 0.50087486 0.31197555 0.3762851 0.41893253 0.64013476 0.74665138 0.48575753] [ 1.04426592] [ 0.60447291 0.37780648 0.58445402 0.22820495 0.42470737 0.37405925 0.604259 0.67079311 0.39600727 0.26362345] [-0.47081492] [ 0.36816056 0.62858051 0.41949923 0.65199763 0.34574641 0.73370585 0.42227103 0.57183289 0.48109134 0.49851659] [-0.44143601] [ 0.37992533 0.51409697 0.54386509 0.59284662 0.45501863 0.7015334 0.49545703 0.56492799 0.39498633 0.49873729] [ 0.60002886] [ 0.40692526 0.77320803 0.40695926 0.56880068 0.31834609 0.48852924 0.39453828 0.60262021 0.58242476 0.57309737] [-0.49715162] [ 0.58180546 0.63702064 0.53216878 0.63921592 0.46891238 0.45996647 0.46636081 0.5668477 0.57584135 0.34134113] [-0.11881518] [ 0.57049541 0.52145814 0.60603526 0.57119579 0.56069308 0.40407161 0.45601078 0.54155728 0.54873208 0.51757687] [ 0.483261] [ 0.57210986 0.69676856 0.40313592 0.59495212 0.35160172 0.53648858 0.45940748 0.62083929 0.56717796 0.52280716] [-0.64053248] [ 0.58880464 0.49024156 0.51993963 0.43389714 0.47276022 0.43353366 0.49489996 0.65499483 0.40116706 0.41697404] [ 1.1966864] [ 0.27271325 0.68328241 0.39223263 0.67298908 0.40711432 0.62313159 0.44816524 0.50909194 0.4595281 0.61407935] [ 0.73025017] [ 0.66410421 0.69325889 0.46392826 0.53504276 0.29147998 0.33960392 0.55985365 0.74815643 0.56349323 0.333542 ] [-0.68057089] [ 0.58794778 0.74787532 0.46352187 0.55091384 0.27945611 0.41433963 0.40339101 0.51043871 0.58172877 0.51544097] [-0.1836843] [ 0.34775037 0.54226162 0.43547 0.55332765 0.4534551 0.57678955 0.36512913 0.40473146 0.34880991 0.76468329] [-0.8284991] [ 0.76182399 0.79841672 0.56043462 0.31657811 0.44755746 0.33048044 0.60849524 0.72685841 0.66080487 0.46862921] [-1.30321716] [ 0.56397352 0.66771512 0.36373234 0.56387921 0.39516979 0.18009272 0.4104637 0.52113004 0.49940655 0.4171445 ] [ 0.02300249] [ 0.47621991 0.76617647 0.39370129 0.65123676 0.33045304 0.5022938 0.37954194 0.54873849 0.6129126 0.60442475] [ 0.25427162] [ 0.23921841 0.51000314 0.47469802 0.59380377 0.48018382 0.72143405 0.24800427 0.29881969 0.39737748 0.61034943] [-0.65103372] [ 0.51631495 0.4610134 0.689865 0.28027618 0.63783783 0.6583627 0.42914862 0.51028225 0.41222131 0.6041886 ] [-0.68292804] [ 0.47958021 0.23820533 0.6677201 0.38850715 0.51193162 0.52078588 0.50969373 0.59236543 0.36302103 0.33956214] [-0.43570828] [ 0.40871325 0.36249874 0.64306802 0.37712958 0.54518077 0.63492085 0.42386115 0.39744498 0.29661664 0.55638598] [-1.02004469] [ 0.50748131 0.47333036 0.5950448 0.32094406 0.49941325 0.45968628 0.53003018 0.5236191 0.5862817 0.45059716] [ 0.22206787] [ 0.18614759 0.58811293 0.44582525 0.56160869 0.51288275 0.81068345 0.3797154 0.328668 0.44520156 0.6937717 ] [ 2.49720223] [ 0.77796236 0.52132518 0.54877356 0.30961694 0.34401939 0.28314399 0.57085238 0.78107054 0.49340368 0.282766 ] [-0.09020443] [ 0.26940065 0.73074288 0.46310231 0.59691797 0.42274266 0.71494607 0.40446302 0.45938426 0.43641836 0.63684576] [-1.03220886] [ 0.51611007 0.69154465 0.39872287 0.61601352 0.41586739 0.33134236 0.43010937 0.58170337 0.40622435 0.50618082] [-0.33730026] [ 0.38057625 0.64090164 0.42132571 0.60050026 0.45328429 0.66572085 0.46936223 0.60906858 0.49178387 0.46476036] [-0.1223494] [ 0.63135294 0.60564776 0.50477614 0.52021935 0.52283248 0.56779288 0.42347218 0.55293536 0.46753802 0.48725046] [ 0.10671958] [ 0.33582876 0.59496901 0.4432108 0.53643894 0.44374718 0.56031329 0.40490635 0.46849004 0.46684066 0.51869155] [-0.0551193] [ 0.28318707 0.56133875 0.56572659 0.39504994 0.54204638 0.60869813 0.43112634 0.44961308 0.42047732 0.63797582] [-0.6735199] [ 0.51993632 0.46777061 0.64058599 0.4962107 0.39353391 0.49998772 0.40764454 0.49464252 0.41001376 0.4134908 ] [ 0.14621562] [ 0.25065501 0.72098387 0.3453398 0.74913218 0.47079354 0.79743902 0.43274799 0.47525123 0.4262972 0.69400764] [-0.25031974] [ 0.70878402 0.65673783 0.43625362 0.3602895 0.38598618 0.40651774 0.55924805 0.64818973 0.56322693 0.33694203] [-0.07832735] [ 0.32417135 0.50871679 0.44273381 0.7051707 0.55420894 0.73520638 0.39722623 0.46738794 0.39229798 0.56605192] [-0.4138716] [ 0.28573212 0.75183706 0.34513311 0.60657031 0.27908606 0.47851873 0.42948725 0.59455054 0.61666276 0.54277575] [-0.11578946] [ 0.78748702 0.42871534 0.59118615 0.32266513 0.33932393 0.15430224 0.45505462 0.67899817 0.42019684 0.29234264] [ 0.30994239] [ 0.76934883 0.56307246 0.59768408 0.29730865 0.37138605 0.23953146 0.54733671 0.67179226 0.54622775 0.41589559] [-0.75046436] [ 0.61731565 0.82769381 0.47717095 0.63462884 0.37474629 0.60495898 0.4848376 0.57440414 0.65472579 0.59203804] [-0.72346658] [ 0.59137946 0.65789059 0.45241865 0.40667825 0.36702462 0.32381501 0.42597044 0.66404852 0.53342457 0.46429196] [ 0.29839716] [ 0.76038139 0.5002328 0.65518547 0.39131244 0.46626342 0.27271662 0.63323584 0.67769555 0.48287372 0.27828754] [-0.01171921] [ 0.54533192 0.53025649 0.46733184 0.4096823 0.34765799 0.50865581 0.49234483 0.65082965 0.44009026 0.29365482] Progress: 16.3% ... Training loss: 0.542 ... Validation loss: 0.909[ 1.30677658] [ 0.59290828 0.60326064 0.43700698 0.45990389 0.32665838 0.31996824 0.40382585 0.65909778 0.52044628 0.31380814] [-0.36113828] [ 0.58360137 0.49637774 0.58726758 0.32457306 0.43548726 0.49668682 0.50068446 0.74747594 0.36610455 0.40254883] [-0.41407924] [ 0.83532508 0.63688567 0.57082175 0.27867527 0.21894444 0.1927237 0.51891833 0.65324484 0.54798248 0.27593804] [ 0.44020371] [ 0.37350772 0.45502673 0.52694396 0.45480008 0.52456798 0.54866462 0.32815506 0.46552337 0.40873265 0.42554438] [ 0.19818963] [ 0.23563891 0.40451758 0.62635144 0.52335944 0.5133794 0.84852619 0.36544262 0.33801799 0.40376866 0.68178764] [-0.0709837] [ 0.56461958 0.5749718 0.5175099 0.50720704 0.38567185 0.30110714 0.49764535 0.59840223 0.51692084 0.39084563] [ 0.5474946] [ 0.29001485 0.62126123 0.39915254 0.57984707 0.49796393 0.62372698 0.41486456 0.39852524 0.50918874 0.49882038] [ 0.48550748] [ 0.82143376 0.43994149 0.57318268 0.22580885 0.37004985 0.14678624 0.44389205 0.73262227 0.48286208 0.18758289] [ 0.02369202] [ 0.52278664 0.74958335 0.37290422 0.52231071 0.37394377 0.5990111 0.49437379 0.60190994 0.54546709 0.48070627] [ 0.05739316] [ 0.48448556 0.45368275 0.62489813 0.33036571 0.51485095 0.53198953 0.44756684 0.60447356 0.38261205 0.53510335] [-0.36231384] [ 0.72141223 0.5619441 0.57230133 0.34010109 0.30705801 0.22968927 0.52841219 0.60894625 0.55983598 0.31363497] [-0.59196296] [ 0.75559741 0.64808395 0.47290428 0.32134819 0.31050348 0.20007824 0.45266587 0.77006997 0.71970219 0.26435673] [-0.71793389] [ 0.63431459 0.68190248 0.55169825 0.49834183 0.47745958 0.42501339 0.48088911 0.60940691 0.59825077 0.43941425] [ 0.08552878] [ 0.58211972 0.47132137 0.56068096 0.27479804 0.48224687 0.45623434 0.48747877 0.68017497 0.55452155 0.35957067] [-0.49536892] [ 0.78934918 0.70748048 0.63343955 0.44275995 0.43301253 0.36291949 0.59898898 0.67666638 0.69291648 0.40990057] [ 0.56922327] [ 0.37373647 0.52581849 0.51887875 0.57061213 0.50849735 0.63682798 0.50748341 0.46811134 0.53166771 0.54949258] [-0.34988668] [ 0.81964514 0.31518214 0.63589819 0.35112175 0.47035296 0.25777418 0.49912872 0.67779236 0.33560419 0.31871316] [-0.40243338] [ 0.81054302 0.66428866 0.48558767 0.33368807 0.30311796 0.14722053 0.46422996 0.75271241 0.56893908 0.3214359 ] [ 2.1072713] [ 0.69699403 0.60853881 0.53255786 0.3381738 0.25592184 0.23091368 0.44317739 0.61822421 0.44304844 0.29880808] [-0.13087334] [ 0.52432335 0.52438158 0.46681679 0.54636103 0.35174838 0.34952547 0.47015172 0.68672226 0.5735908 0.22962412] [ 0.52713753] [ 0.4785711 0.78644544 0.325952 0.54855224 0.29174113 0.4487879 0.49255684 0.62215681 0.63839215 0.46465881] [-0.46368283] [ 0.7358395 0.64179295 0.49493493 0.28878795 0.39826715 0.36433864 0.54319698 0.58433689 0.56152256 0.40800739] [-0.48265139] [ 0.42570354 0.70116311 0.37102518 0.56833941 0.34032079 0.46020376 0.37091686 0.50629582 0.52585539 0.53305812] [ 0.92055844] [ 0.75286199 0.6065018 0.50738166 0.53613503 0.29321435 0.1990194 0.49282818 0.58031136 0.57866869 0.27779164] [ 0.13564789] [ 0.42749156 0.78312222 0.40829196 0.64781458 0.29189188 0.41105601 0.37854277 0.55790345 0.52072946 0.59873477] [-0.14345766] [ 0.28987153 0.63165783 0.41622601 0.54985835 0.42489503 0.64528037 0.52284303 0.68031122 0.44365688 0.47791326] [-0.5317258] [ 0.68070871 0.6859369 0.44708045 0.50221974 0.23327723 0.23247731 0.41355417 0.71013748 0.56701932 0.33477254] [-0.10533895] [ 0.38935439 0.66355751 0.50897735 0.54200907 0.42510533 0.66969716 0.35076998 0.48146681 0.54416777 0.66559402] [-0.06302608] [ 0.69004571 0.67018643 0.54854094 0.48107001 0.36210929 0.23123172 0.47130006 0.63294663 0.65566483 0.4659171 ] [ 1.05011928] [ 0.39005351 0.52259195 0.50133418 0.41788884 0.44510066 0.63839649 0.51115415 0.5135631 0.32623935 0.41762585] [-0.01225091] [ 0.6364826 0.62830254 0.46076425 0.58943922 0.48445539 0.50335445 0.38271343 0.57277879 0.48985963 0.41348483] [-0.42261184] [ 0.35537608 0.58265956 0.44983104 0.66469846 0.47488255 0.58826787 0.51175945 0.48170522 0.53722687 0.35605947] [ 0.10072989] [ 0.35728938 0.66423966 0.43405409 0.40939425 0.49751712 0.70494095 0.40989848 0.37513368 0.44234923 0.68008924] [-0.59229746] [ 0.63887491 0.52040756 0.46162285 0.41215932 0.3008012 0.2089523 0.49756488 0.62344834 0.57415896 0.23821575] [-0.03926133] [ 0.63129557 0.53423519 0.44909093 0.49258019 0.26319751 0.19072066 0.41034115 0.48800102 0.6011099 0.20399183] [-0.19816783] [ 0.60528078 0.591149 0.45502227 0.40551835 0.33878893 0.26108863 0.49125344 0.64501779 0.59079436 0.38296282] [-0.50820593] [ 0.81081802 0.59630363 0.61077945 0.35773775 0.39103168 0.35938419 0.57700017 0.73507491 0.50696287 0.44487208] [-0.31937966] [ 0.80493902 0.56827326 0.58650413 0.44575847 0.30297238 0.13300369 0.46358406 0.65517246 0.58188953 0.31314545] [ 0.15271117] [ 0.30710644 0.46281711 0.52978008 0.57559279 0.61380239 0.65715227 0.35030065 0.34429575 0.52215667 0.55135895] [-0.47797964] [ 0.79663559 0.43843414 0.63092038 0.28721458 0.44146189 0.27085977 0.6124969 0.61971296 0.46111804 0.19816079] [-0.94462178] [ 0.58731978 0.48774833 0.51859829 0.45743937 0.43512083 0.39387883 0.38446484 0.64465944 0.33815034 0.34576621] [-0.20739921] [ 0.36406019 0.74712431 0.37242041 0.64344869 0.46793434 0.64680524 0.37482764 0.57847207 0.44962844 0.72637163] [ 0.49122765] [ 0.72531997 0.6145197 0.53416758 0.35340521 0.27920153 0.26998926 0.52673091 0.63020337 0.57622539 0.34804338] [-0.03190925] [ 0.23239695 0.32253863 0.58699159 0.56865478 0.48421485 0.67973607 0.37882329 0.32233637 0.369061 0.50469799] [ 1.11662189] [ 0.74818345 0.62285541 0.50362208 0.27073988 0.30167325 0.28499803 0.45309699 0.76526256 0.57216499 0.36135992] [ 0.85029529] [ 0.67877211 0.72059867 0.59241742 0.45028639 0.37530257 0.46891393 0.49090665 0.67517356 0.68103557 0.51088676] [-0.06078385] [ 0.53052153 0.45703173 0.54419597 0.42408256 0.46721077 0.42897253 0.4990333 0.49205504 0.48278342 0.38088795] [-0.06057677] [ 0.30038367 0.37261588 0.65796118 0.46526493 0.5053836 0.67471688 0.49135006 0.40570857 0.33842114 0.58611153] [-0.17408886] [ 0.74280554 0.4674537 0.6507755 0.19953298 0.49712686 0.32221712 0.53640153 0.65695176 0.51013912 0.37704675] [ 0.50956216] [ 0.39819941 0.57698072 0.41584578 0.57604307 0.32441474 0.31711143 0.37016456 0.48112572 0.57624462 0.31669608] [-0.53525281] [ 0.67109084 0.54566344 0.54377964 0.33457829 0.4568798 0.23763762 0.51128514 0.68294216 0.58745295 0.28760787] [-0.13169846] [ 0.72572678 0.62465054 0.48938042 0.39463197 0.27136341 0.26312258 0.44494601 0.68246982 0.56118029 0.32395564] [-0.35488358] [ 0.68217829 0.54374155 0.53173662 0.36416683 0.41663735 0.47057273 0.46626845 0.74492975 0.52700637 0.46444376] [-0.83219607] [ 0.76694637 0.64270632 0.54641756 0.33305576 0.41574932 0.17806893 0.59077269 0.75486369 0.57262227 0.33896051] [-0.29725182] [ 0.63957677 0.69481267 0.50173365 0.33921514 0.32270809 0.47637042 0.56209871 0.70045854 0.4888096 0.42051741] [ 0.71333665] [ 0.60080747 0.24925447 0.69757841 0.31550964 0.54092729 0.43035239 0.36114067 0.48407185 0.34258895 0.3508076 ] [-1.10864584] [ 0.57013444 0.21837651 0.65359817 0.42420387 0.54785062 0.42874892 0.4374069 0.47091818 0.30480667 0.26458874] [-0.09685328] [ 0.37223405 0.57891476 0.41258992 0.43576342 0.46367547 0.74801078 0.39502145 0.5970922 0.49838498 0.56697923] [-0.50899942] [ 0.4424848 0.65337951 0.5054438 0.55293459 0.40267263 0.5798174 0.46461526 0.44400895 0.63751847 0.56459754] [-0.16292108] [ 0.42501609 0.6307912 0.4412729 0.66262113 0.379035 0.62824735 0.5339987 0.63298515 0.46090566 0.37678221] [-1.22903976] [ 0.70198201 0.65500749 0.45916634 0.59701991 0.25342777 0.29518753 0.40942901 0.59193449 0.59410383 0.31101412] [-0.57465638] [ 0.70214152 0.58054341 0.64661872 0.33011517 0.41174368 0.28896203 0.54631006 0.61476502 0.62645703 0.41373834] [ 0.8935919] [ 0.42084842 0.58771397 0.48196206 0.6470727 0.4540255 0.52675859 0.42353202 0.43482368 0.55551239 0.46834139] [ 1.3946334] [ 0.85444866 0.65546528 0.59171154 0.30554848 0.44288668 0.1535312 0.52747521 0.75107788 0.64168022 0.2383749 ] [ 0.86466308] [ 0.51152034 0.29746185 0.64087883 0.2690461 0.44448275 0.41449401 0.50016223 0.50584478 0.39966225 0.29339449] [-0.31046784] [ 0.48992526 0.55109881 0.49894784 0.5986755 0.4121364 0.74543461 0.43762777 0.5836927 0.47056568 0.60233269] [ 0.08695835] [ 0.56375242 0.72649078 0.37932349 0.4702741 0.42867437 0.67446247 0.55078457 0.62297241 0.51435822 0.53531696] [-0.46054985] [ 0.43920403 0.36327532 0.63822305 0.46252298 0.45185959 0.68728411 0.36351303 0.48716731 0.34930438 0.48140052] [-0.63822567] [ 0.48008937 0.72724379 0.38194277 0.61223791 0.32176226 0.53436906 0.35674056 0.55541248 0.56177756 0.59479 ] [-0.56474872] [ 0.868756 0.74728598 0.48826887 0.33118526 0.35743018 0.27357655 0.59757092 0.74725012 0.63745017 0.28582069] [ 1.19400876] [ 0.74275632 0.35251731 0.62362503 0.25230191 0.50060287 0.26962385 0.55551726 0.64508531 0.37322393 0.25380533] [ 0.88633966] [ 0.55611508 0.59255084 0.57972644 0.35741309 0.47670008 0.54234753 0.40016142 0.50228279 0.57856426 0.56956699] [-0.25996501] [ 0.4986607 0.75967504 0.42168241 0.74499763 0.52691254 0.67424008 0.32756382 0.56086331 0.56273039 0.66328915] [ 0.02876688] [ 0.46794449 0.31046338 0.61838472 0.42422049 0.41668824 0.37291676 0.42876284 0.40296469 0.4508018 0.24676254] [ 0.49050483] [ 0.57281423 0.45495954 0.53096836 0.33047233 0.48346585 0.49939764 0.48087257 0.62693156 0.61154828 0.35132734] [ 2.4443589] [ 0.77761994 0.71416429 0.47542149 0.44620177 0.29836388 0.29398075 0.55902616 0.8138397 0.55661381 0.3432643 ] [-0.18575926] [ 0.47899699 0.66914526 0.36117916 0.57250179 0.25863234 0.45424951 0.44103645 0.55704195 0.53047939 0.362907 ] [ 0.69502967] [ 0.4582262 0.67816902 0.48701485 0.54586441 0.32212821 0.52469122 0.4932373 0.61505263 0.55564175 0.43355491] [-0.37990802] [ 0.37459 0.59098143 0.45732407 0.50138063 0.45125725 0.63138765 0.39529456 0.43742304 0.52823162 0.51456681] [ 0.41027505] [ 0.66465557 0.70081765 0.52344305 0.63274389 0.47374783 0.33859485 0.47609974 0.60000595 0.73205528 0.34111271] [-0.2446536] [ 0.41689949 0.52461467 0.5643194 0.50299712 0.56811812 0.71374804 0.53071916 0.48902532 0.40986163 0.61356828] [ 0.85405457] [ 0.49398913 0.66503438 0.4045979 0.59733036 0.28183114 0.49010068 0.45597104 0.60573561 0.65462982 0.36642712] [ 0.19469898] [ 0.7339546 0.63245774 0.52690873 0.52147664 0.27019496 0.30225751 0.40367031 0.6581612 0.63757068 0.33630721] [ 0.55077874] [ 0.5373781 0.61815993 0.58811735 0.35858689 0.62899496 0.42050308 0.47302853 0.53498093 0.47839225 0.61609875] [-0.0062017] [ 0.35378638 0.58060124 0.39789261 0.69946876 0.29399692 0.36296394 0.43345346 0.45010569 0.56477092 0.37326078] [-0.15592583] [ 0.40848368 0.31968595 0.62203014 0.35895932 0.63228678 0.56910721 0.46343274 0.27560274 0.41697792 0.43853554] [ 2.23957464] [ 0.70170749 0.49377239 0.592511 0.37746411 0.35837668 0.2537132 0.49007561 0.77531906 0.53084658 0.24694511] [ 1.38503669] [ 0.56273116 0.48404132 0.49616792 0.47046184 0.42184508 0.62036805 0.4406625 0.7430051 0.54564629 0.38333178] [-0.49873977] [ 0.42567297 0.5688969 0.49391434 0.45051672 0.5528794 0.59140893 0.34443964 0.55896276 0.44857509 0.60627476] [-0.8736897] [ 0.88656045 0.56603031 0.5439547 0.32441674 0.23187444 0.19350059 0.46631981 0.75994385 0.62584445 0.20940289] [-0.63257068] [ 0.83394209 0.44395936 0.63132505 0.25291338 0.31821672 0.19657381 0.55857935 0.742615 0.58901349 0.2100687 ] [ 1.00523083] [ 0.73870132 0.62065572 0.51182708 0.46332377 0.22285857 0.32450689 0.4560978 0.75681073 0.55102951 0.33754836] [-1.09226064] [ 0.8575201 0.44341939 0.61041524 0.28987947 0.28391405 0.27538514 0.47830175 0.70764811 0.52827528 0.2634225 ] [-0.0038365] [ 0.47438263 0.16876169 0.7290208 0.35482582 0.60258863 0.42427733 0.3613446 0.3348361 0.17941417 0.39351864] [ 0.08460733] [ 0.48601481 0.60248487 0.50542267 0.5666393 0.38577587 0.40285047 0.30175166 0.51022673 0.53163836 0.45533687] [ 0.37243249] [ 0.28625093 0.49785341 0.56922465 0.51642958 0.48384937 0.65137694 0.38192577 0.34605249 0.47586877 0.57399339] [-0.00295593] [ 0.35137852 0.54967629 0.42762606 0.6979623 0.53247928 0.84507899 0.47577404 0.53009363 0.39795962 0.62455889] [-0.94560532] [ 0.50971514 0.64507115 0.44334217 0.52835065 0.33327678 0.46446994 0.34901791 0.60798624 0.58843249 0.45211667] [-0.08488487] [ 0.68632762 0.42587467 0.61429808 0.20529631 0.46051109 0.3849261 0.50855922 0.74764061 0.49923772 0.32987886] [ 0.26512647] [ 0.68125779 0.68532955 0.46139328 0.49770278 0.44112071 0.42169339 0.41255252 0.65261098 0.53324998 0.41667936] [ 1.72557743] [ 0.69043992 0.35721621 0.6217084 0.37434621 0.40580722 0.33364772 0.49334223 0.68572872 0.39703155 0.21872174] [-0.85867752] [ 0.70452932 0.64211267 0.52963968 0.33064515 0.30501362 0.25491852 0.48408275 0.67799219 0.52011054 0.39782577] [ 0.1115909] [ 0.46752966 0.40215248 0.65854498 0.28214993 0.46170401 0.58381557 0.47290483 0.49491777 0.3913381 0.50723284] [ 2.56032873] [ 0.81998733 0.74873286 0.4511626 0.27071644 0.27855593 0.09817267 0.48704685 0.78918454 0.65730285 0.33169791] [ 0.25031214] [ 0.57726533 0.29434105 0.63609116 0.2411896 0.53824994 0.4542898 0.47892421 0.64919248 0.42240302 0.30911244] [-1.21458125] [ 0.75183008 0.33247573 0.72657217 0.26140847 0.48340402 0.24383365 0.51266089 0.65646489 0.42453951 0.39668226] [ 0.14863965] [ 0.29764493 0.67994856 0.44114683 0.54364734 0.55432956 0.74251517 0.33924524 0.3854175 0.43333268 0.75874157] [ 0.57075411] [ 0.51421151 0.72288955 0.43701396 0.60035117 0.33552208 0.53007336 0.43249233 0.70804641 0.64841657 0.5443764 ] [-0.06553365] [ 0.24124455 0.51524515 0.44865871 0.63943786 0.50712074 0.64100771 0.42453854 0.32621232 0.32371667 0.51348277] [-0.20062544] [ 0.83992464 0.69708692 0.59912854 0.2584157 0.45518805 0.2526094 0.63483767 0.67677255 0.66313577 0.32420954] [-0.74789472] [ 0.61497511 0.67808947 0.50878944 0.62704216 0.37817399 0.48715222 0.41226469 0.70284984 0.58913921 0.43444708] [ 0.24250304] [ 0.44332565 0.54766878 0.4572496 0.3335986 0.45906624 0.47815665 0.40149027 0.5033152 0.46080274 0.40746574] [-0.87402625] [ 0.53668398 0.60312077 0.47730105 0.62332039 0.27883185 0.35311507 0.36156374 0.54034955 0.46247424 0.37872731] [ 0.00769876] [ 0.61570212 0.57366989 0.60156984 0.24823755 0.50324474 0.39187982 0.53310972 0.50607191 0.52387551 0.45253058] [ 1.01471484] [ 0.85232049 0.43207402 0.71327987 0.25785007 0.44514722 0.17185562 0.58093184 0.83491006 0.44813277 0.18699068] [-1.13556728] [ 0.53731483 0.77223699 0.34634559 0.63058548 0.20986902 0.35606467 0.4175097 0.61087426 0.61819708 0.39467334] [-0.26945113] [ 0.47975518 0.60496434 0.44098467 0.53982253 0.33440186 0.44552287 0.38361031 0.59428022 0.52634278 0.35804311] [ 0.02428478] [ 0.57808618 0.64468195 0.51105944 0.46235283 0.3767232 0.50396736 0.5534387 0.68883489 0.64461436 0.38411179] [-1.74809459] [ 0.77798254 0.56375166 0.66461567 0.26665301 0.46513093 0.29440638 0.52315525 0.71184578 0.54833292 0.3456514 ] [-0.71609682] [ 0.54677011 0.40936344 0.63889778 0.39416675 0.46754648 0.30612039 0.53638643 0.54730826 0.40295114 0.34521133] [-0.1435725] [ 0.43912876 0.67712724 0.44671129 0.6614136 0.40854276 0.73759548 0.40062423 0.50282429 0.41598983 0.67788832] [ 1.03614147] [ 0.42358324 0.66306735 0.46699321 0.4173095 0.42299391 0.51562028 0.38172867 0.59026511 0.61182929 0.49875287] [ 0.32372925] [ 0.19474485 0.71772171 0.49360681 0.69306375 0.43163069 0.79200498 0.33940558 0.2993974 0.48962371 0.72771805] [-0.13224809] [ 0.47317515 0.73214616 0.34297848 0.67856407 0.23431467 0.3907419 0.35850556 0.66752699 0.55832722 0.46376458] [ 1.25644531] [ 0.81180995 0.61290063 0.53964452 0.30686827 0.38536578 0.33432053 0.57431614 0.76345519 0.54090419 0.33222725] [-0.41032727] [ 0.49160138 0.46503845 0.60011099 0.43319078 0.53087502 0.54388912 0.50372265 0.6005687 0.45907566 0.47887125] [-0.44538456] [ 0.61434006 0.60599812 0.56384349 0.42177259 0.39730398 0.42759042 0.53979268 0.67438959 0.59712151 0.50834514] [-1.23685428] [ 0.64289632 0.63724849 0.40655705 0.46420188 0.35476798 0.25404092 0.4141359 0.56070435 0.56520228 0.33950283] Progress: 16.6% ... Training loss: 0.538 ... Validation loss: 0.877[-0.75270429] [ 0.73198915 0.5853054 0.57081579 0.44201482 0.46812355 0.34039849 0.52649721 0.66445654 0.52273689 0.33961231] [ 1.12684966] [ 0.38387297 0.68604431 0.48071541 0.53952231 0.43782608 0.6488854 0.36158213 0.4858386 0.47546203 0.60183775] [ 0.69006866] [ 0.12910146 0.74292818 0.36056691 0.75552629 0.49511256 0.82739688 0.33494753 0.3535179 0.62709395 0.76475084] [-0.86436766] [ 0.5873084 0.51335646 0.62634508 0.40877515 0.49020172 0.46217991 0.41876304 0.64000484 0.44497136 0.43061218] [ 0.38413108] [ 0.166373 0.52182382 0.56100641 0.68379607 0.5184768 0.84507738 0.35985025 0.24304629 0.4901436 0.70902482] [ 0.08250252] [ 0.53645551 0.53615704 0.52008486 0.43575252 0.41931165 0.37738864 0.41985333 0.50340053 0.50051864 0.37892038] [-0.36854238] [ 0.43744312 0.77265944 0.46693172 0.61569219 0.37516604 0.71546413 0.47262398 0.59314668 0.62453515 0.65512577] [ 0.57576156] [ 0.2243772 0.5654538 0.42663875 0.64594344 0.4653219 0.74667105 0.44072754 0.40176014 0.45646981 0.59284993] [-1.14014133] [ 0.6793973 0.7483091 0.40659853 0.57040935 0.2099747 0.33108779 0.40692086 0.64470588 0.63280208 0.39069639] [-0.1286754] [ 0.52117758 0.6474826 0.48719181 0.65104218 0.36242609 0.74825442 0.44059248 0.6436084 0.44648616 0.5947132 ] [-0.83470404] [ 0.52014672 0.43404637 0.62345233 0.49786902 0.41637496 0.36106146 0.35847684 0.49672604 0.44880551 0.40720296] [-0.02786693] [ 0.51168561 0.63165364 0.53518143 0.40218782 0.550312 0.57639722 0.32946106 0.55617903 0.57216849 0.57205421] [-0.48822493] [ 0.5259007 0.494113 0.63230411 0.34405572 0.51123279 0.47432137 0.49020613 0.41335523 0.51772344 0.43400766] [-0.57899229] [ 0.43153394 0.52179242 0.56417756 0.4604722 0.55504752 0.42882515 0.39234026 0.30924666 0.32837149 0.50303584] [-0.51198688] [ 0.68336494 0.60649953 0.58329617 0.60185703 0.50643629 0.39511145 0.38087052 0.65195702 0.53271841 0.5289885 ] [ 0.09159794] [ 0.83128643 0.57553567 0.63753729 0.35287271 0.40003248 0.28425715 0.57526838 0.77937047 0.56590686 0.31106351] [-0.31109057] [ 0.82545472 0.6864796 0.49710064 0.30239389 0.27336278 0.19301276 0.48782699 0.77458947 0.55902873 0.35279002] [-0.0573556] [ 0.78678528 0.72915045 0.42830263 0.40472992 0.22788891 0.16554048 0.46600516 0.6693578 0.68332506 0.26289096] [-0.61020885] [ 0.55351133 0.66097102 0.49282968 0.46343929 0.38210855 0.35968786 0.39184087 0.62554428 0.6123317 0.44006568] [-0.94213425] [ 0.57274165 0.54804435 0.57569879 0.42609384 0.57378553 0.50077253 0.53219058 0.52607861 0.42804816 0.47891024] [-0.43747233] [ 0.41659406 0.56239587 0.47301827 0.37610842 0.4237726 0.62176351 0.45072361 0.5538179 0.47351656 0.39618256] [-0.06274319] [ 0.42270107 0.49247464 0.60763154 0.36825824 0.59292731 0.48900134 0.48187843 0.46638276 0.49311177 0.47789771] [ 0.62767926] [ 0.75014741 0.69364612 0.53527642 0.33187528 0.3544191 0.28635269 0.59659833 0.76092104 0.56568845 0.39330268] [-0.24320351] [ 0.28055857 0.48941494 0.39836382 0.70950887 0.39543065 0.67196663 0.32955732 0.38980895 0.42542521 0.40126829] [-0.53087626] [ 0.29969056 0.61272608 0.42268365 0.6936188 0.40032606 0.63474455 0.49469287 0.53394372 0.55800232 0.45617153] [ 0.85161151] [ 0.67255876 0.4876259 0.5241369 0.5553404 0.44481747 0.4470465 0.556203 0.62820406 0.46137854 0.3476431 ] [ 0.00500963] [ 0.49627649 0.5938536 0.40853808 0.65359386 0.50748858 0.64131539 0.49697227 0.52783153 0.42679704 0.57332904] [ 0.05265518] [ 0.33934233 0.50825783 0.51432224 0.64456121 0.44098513 0.64309843 0.42791741 0.36753229 0.52607194 0.55620257] [-0.72137578] [ 0.47108778 0.78155179 0.35165991 0.62459495 0.41999866 0.49196266 0.38141164 0.6528388 0.50568718 0.61646343] [ 0.85746854] [ 0.39959988 0.77897227 0.35927308 0.70869205 0.26129551 0.60549412 0.38391354 0.57983173 0.59425533 0.65132935] [-0.71329225] [ 0.45188297 0.56362332 0.50787962 0.45049896 0.41090098 0.57227035 0.37196849 0.5347448 0.50932211 0.54591343] [-0.57078123] [ 0.3315957 0.4299622 0.45521647 0.37798338 0.51951806 0.4647597 0.47643395 0.44740973 0.4568615 0.31221077] [-1.0388605] [ 0.55885766 0.7808208 0.39305272 0.56841989 0.28907885 0.37655132 0.34692019 0.60309926 0.58164264 0.47803282] [ 0.86841428] [ 0.72701656 0.62534755 0.50265892 0.47847804 0.24514731 0.25607849 0.44031548 0.65751037 0.4898401 0.30814173] [ 0.42364504] [ 0.53165615 0.78335202 0.35736744 0.64202548 0.24798551 0.33638667 0.4407669 0.54532912 0.64103615 0.53643551] [-0.1444125] [ 0.50836927 0.68896835 0.53997509 0.65964868 0.41178467 0.573663 0.41627204 0.64483624 0.5459097 0.47265257] [ 0.29063638] [ 0.58307169 0.43856229 0.58647858 0.28712222 0.42396549 0.55516126 0.48588453 0.6971579 0.44658485 0.38643662] [-0.640102] [ 0.70169206 0.81502628 0.45932383 0.40908732 0.37710659 0.41915732 0.7208125 0.7640565 0.68305887 0.46355938] [ 0.31861569] [ 0.23333864 0.58681669 0.40114784 0.58128841 0.47830653 0.77827036 0.37833005 0.42359375 0.34940245 0.61934106] [ 0.45033315] [ 0.53004478 0.58707076 0.50860931 0.42814551 0.41941449 0.38610733 0.56360603 0.63196327 0.43078078 0.43582802] [-1.01589007] [ 0.81221649 0.73103745 0.48564308 0.42356512 0.21068672 0.18845784 0.46053943 0.75907801 0.73137304 0.30098864] [-0.00993296] [ 0.36025057 0.31788183 0.68145621 0.52797113 0.55976895 0.64965334 0.45799399 0.32150778 0.33373956 0.5334439 ] [-0.06732266] [ 0.75200794 0.40621808 0.59571289 0.44646961 0.47381587 0.25774583 0.54355863 0.64473251 0.33108083 0.40716984] [-0.60328911] [ 0.54200636 0.69286426 0.40700092 0.52611938 0.54201509 0.69204779 0.43216639 0.64152988 0.46820167 0.56259404] [-0.99933057] [ 0.53717717 0.6167985 0.43584178 0.58313364 0.45957808 0.29327115 0.36586615 0.44860885 0.42175197 0.40424436] [ 1.53105051] [ 0.81508561 0.44077989 0.59015102 0.27410676 0.426401 0.20648501 0.54561076 0.73742421 0.37975927 0.33998185] [ 0.33179403] [ 0.20596584 0.66663779 0.3406477 0.62462476 0.40395259 0.70507736 0.33087414 0.51307014 0.51595601 0.59162629] [-0.41732017] [ 0.68454001 0.5434142 0.53268073 0.36279429 0.4150831 0.46712547 0.46750583 0.74664149 0.52819979 0.46196205] [ 0.01637048] [ 0.84322934 0.5520606 0.59798775 0.26896794 0.3231428 0.17705157 0.54066303 0.71855239 0.63854956 0.24019686] [ 0.09540523] [ 0.25663329 0.48560903 0.44553185 0.43129831 0.51870981 0.70098501 0.44325806 0.32640334 0.42090717 0.56417532] [ 0.03646348] [ 0.26964447 0.27043458 0.59471568 0.48935979 0.46315238 0.58040083 0.38601679 0.37351958 0.36612497 0.3776943 ] [ 0.68857543] [ 0.76489611 0.49778297 0.60928555 0.30312484 0.51047942 0.22525939 0.5601247 0.64699723 0.58124596 0.25344832] [ 1.05332495] [ 0.56748999 0.51435038 0.57710105 0.45583717 0.41872727 0.28888394 0.44614814 0.6165412 0.41317776 0.43085703] [-0.27904866] [ 0.40081494 0.28957289 0.71364323 0.30141535 0.55977849 0.54098613 0.41477266 0.31373094 0.32746771 0.44804167] [-0.39218245] [ 0.63257032 0.51554912 0.58803081 0.38520193 0.48214131 0.50413692 0.44682248 0.71100994 0.63067485 0.40665634] [-0.16985746] [ 0.49040267 0.55869574 0.44506236 0.66735877 0.46965276 0.51440854 0.42138184 0.52644929 0.49912791 0.55854426] [ 0.43948301] [ 0.78876132 0.54190616 0.51546445 0.28175717 0.34217159 0.17399275 0.42431288 0.7249231 0.54684841 0.22637236] [-0.12345121] [ 0.46510921 0.42677655 0.45899257 0.52825484 0.47512383 0.63018027 0.43886063 0.50379719 0.42787128 0.45268939] [-0.1324386] [ 0.27896097 0.51300897 0.48925816 0.50013176 0.53166956 0.72407552 0.39287429 0.42028589 0.39022269 0.54851038] [ 1.79334552] [ 0.64993814 0.7228057 0.50543891 0.47025144 0.39735723 0.48706864 0.45288714 0.70437757 0.60872419 0.52074474] [ 0.11611772] [ 0.46661595 0.5842382 0.47602778 0.511258 0.42347944 0.57640437 0.40080788 0.50880969 0.6203494 0.49544249] [ 1.40186545] [ 0.60489855 0.64180387 0.46923548 0.5745524 0.23157053 0.2816601 0.39437987 0.54519659 0.59665692 0.31545193] [-0.75907398] [ 0.73095972 0.54483072 0.51005049 0.39182425 0.41985165 0.1535885 0.44751377 0.60911373 0.62137866 0.1907991 ] [ 2.73609852] [ 0.46026407 0.51006053 0.43823378 0.49529392 0.41532333 0.49651127 0.51588986 0.63714511 0.50251414 0.27093218] [-0.5553466] [ 0.78157069 0.65636409 0.43451477 0.34515265 0.25892023 0.38440965 0.45456606 0.67293814 0.54156963 0.3854385 ] [-0.24831389] [ 0.42968424 0.6984061 0.51879259 0.52547104 0.33440004 0.60097456 0.4897299 0.56313189 0.5855206 0.56765178] [-0.17203465] [ 0.34547983 0.65265633 0.37306235 0.40250436 0.43093695 0.64295915 0.34093987 0.42107106 0.43501153 0.52772838] [-0.10604707] [ 0.48857312 0.61068326 0.45335604 0.54307013 0.31082787 0.43662172 0.4162496 0.56409687 0.53684668 0.48104433] [-0.24663804] [ 0.7183814 0.75065877 0.37154354 0.47239216 0.39696085 0.44184585 0.5036306 0.62859305 0.55979157 0.43288728] [ 1.3250384] [ 0.64212265 0.47442859 0.60707372 0.36710525 0.39557896 0.38079366 0.45750853 0.68872144 0.42604527 0.33314685] [ 0.02948196] [ 0.3318657 0.67212853 0.45658523 0.64067097 0.40267077 0.75824674 0.30613299 0.5116187 0.53358544 0.62523324] [ 0.17772105] [ 0.38414209 0.65852623 0.36157902 0.68379263 0.38223868 0.75454656 0.35667035 0.45844255 0.41644438 0.64723422] [-0.37599182] [ 0.52630742 0.6017244 0.5088093 0.22220838 0.41593294 0.39918492 0.4378694 0.56328794 0.49696305 0.39172201] [-0.61286865] [ 0.70956344 0.71211401 0.40724317 0.59638373 0.40356242 0.38386853 0.47756803 0.72086445 0.56407286 0.65816253] [-0.4828559] [ 0.60959133 0.22150055 0.64812248 0.31093606 0.51460045 0.4426974 0.43868971 0.48679268 0.36789929 0.26386055] [-1.16395613] [ 0.58131446 0.64098662 0.48187415 0.49147137 0.31559224 0.32573155 0.38301157 0.6249816 0.51170398 0.37637605] [-0.71404504] [ 0.46693339 0.58299075 0.44211984 0.51998348 0.36311776 0.2901176 0.39697892 0.55098397 0.49471657 0.32789837] [ 0.36615885] [ 0.3476346 0.70233921 0.38289697 0.7028252 0.4004266 0.54965851 0.4446375 0.54356405 0.56383734 0.43209494] [-0.55020749] [ 0.42800646 0.29616758 0.52397514 0.4145813 0.5139105 0.42741376 0.47881484 0.41662791 0.32999244 0.52852238] [ 0.33715217] [ 0.72795472 0.82155131 0.50348224 0.39628065 0.31956331 0.44012788 0.57367796 0.69656248 0.66670176 0.50341874] [-0.41604737] [ 0.69784865 0.6419417 0.61775058 0.40338665 0.41149224 0.46004045 0.54916688 0.6668923 0.48312525 0.4019907 ] [-0.73390722] [ 0.59307171 0.43511578 0.55428008 0.50117066 0.52201328 0.53585585 0.4341866 0.64900739 0.4541547 0.41459998] [-0.50386381] [ 0.70178914 0.59076251 0.47290614 0.35151823 0.29946695 0.19456391 0.57294658 0.81410677 0.53913997 0.19725996] [-0.2917889] [ 0.32691789 0.50200207 0.57649765 0.44355952 0.58146422 0.53475348 0.39809921 0.32192218 0.41660068 0.64577837] [-0.78675315] [ 0.47858586 0.73414407 0.41263452 0.59738081 0.31706195 0.34494425 0.34869694 0.60310659 0.54310949 0.44657824] [-0.2487709] [ 0.37939359 0.3849441 0.58049527 0.42423481 0.48151955 0.415092 0.44936215 0.35395534 0.44128777 0.33452378] [ 0.28382185] [ 0.60629583 0.63274298 0.49969641 0.49516236 0.40634646 0.30850342 0.47266451 0.54798796 0.5508993 0.4364725 ] [-0.40479504] [ 0.4544326 0.56561835 0.4930731 0.47613906 0.4236913 0.56158368 0.48311222 0.64726867 0.41167625 0.4799111 ] [-0.02396969] [ 0.79831472 0.57048929 0.62525033 0.33568312 0.41341486 0.2861835 0.52128672 0.7665473 0.55362433 0.33646771] [-0.94446239] [ 0.73665442 0.47820201 0.59177896 0.37199692 0.31371211 0.26335262 0.49516782 0.73274322 0.42070304 0.21625817] [-0.40102041] [ 0.44569396 0.59293278 0.44013413 0.46155704 0.45197603 0.4521906 0.43880584 0.69599489 0.56880579 0.51550956] [-0.28279121] [ 0.59046479 0.3992123 0.638154 0.32477842 0.43426934 0.37620934 0.46069616 0.52081173 0.44317171 0.32169516] [ 0.42822266] [ 0.73285139 0.6958283 0.4931021 0.35332039 0.32293382 0.17053915 0.5084681 0.71102192 0.616342 0.41967546] [ 2.50895441] [ 0.4737257 0.77265469 0.3725991 0.6432375 0.38761804 0.45210577 0.44555612 0.62967141 0.71338418 0.42453803] [-0.48228036] [ 0.48172732 0.76938859 0.4544994 0.55740677 0.38178074 0.67731679 0.46700533 0.56749284 0.67751137 0.64809454] [ 1.72206708] [ 0.65088858 0.41620557 0.59365562 0.29951421 0.377372 0.49419867 0.51343211 0.74906754 0.37893261 0.33051155] [-0.41483102] [ 0.42528799 0.7550041 0.27764778 0.74940223 0.23218883 0.30862201 0.42258469 0.61471842 0.64301845 0.61000142] [-0.96272928] [ 0.64968199 0.77139637 0.47098473 0.46781405 0.48289066 0.46181873 0.4515021 0.6472068 0.57395842 0.54697083] [-0.57773452] [ 0.63044125 0.64476999 0.50318757 0.40059921 0.42963361 0.2798006 0.49690391 0.55616 0.6582223 0.47758543] [-0.00681226] [ 0.49707399 0.5146496 0.59358332 0.30903045 0.46681319 0.45259157 0.47460268 0.50675282 0.46648974 0.49180027] [-0.30552986] [ 0.56177329 0.3369403 0.61207271 0.38007406 0.5660636 0.60968599 0.40982099 0.55744855 0.45536711 0.39563443] [ 1.08782302] [ 0.65334584 0.64158093 0.52863062 0.444766 0.32236011 0.2364571 0.37844396 0.59832654 0.54683001 0.32562608] [ 0.67099593] [ 0.42383566 0.4655551 0.57187556 0.56931831 0.51977345 0.43542752 0.44617917 0.36627313 0.55985851 0.36797366] [-0.68056086] [ 0.58236248 0.64943149 0.54979696 0.5198861 0.57361039 0.53126474 0.51556577 0.43582255 0.42814905 0.56407767] [-0.6786394] [ 0.75624372 0.3992902 0.62298638 0.23782799 0.40055083 0.19019085 0.47005718 0.63854435 0.3205324 0.3577632 ] [-0.77838222] [ 0.54672595 0.43762575 0.50195039 0.46784711 0.54961473 0.49747184 0.5367162 0.45212825 0.2972457 0.47709022] [ 0.11146347] [ 0.6072274 0.57481187 0.45233592 0.49541969 0.3634708 0.5107188 0.3928051 0.65343863 0.66990457 0.39449902] [ 0.28739897] [ 0.35965395 0.71862116 0.36304686 0.65763154 0.45098191 0.73439005 0.44001526 0.62611335 0.58672812 0.52758225] [ 0.07432698] [ 0.2475078 0.42101963 0.64581647 0.5146061 0.50383678 0.7862163 0.38235021 0.32729457 0.33517083 0.64767351] [-0.79628985] [ 0.88109796 0.60983918 0.52767584 0.3681751 0.25740263 0.09132528 0.49415533 0.73355026 0.54822308 0.31004565] [-0.44103085] [ 0.31535389 0.47614272 0.47749375 0.49004535 0.4785405 0.72370099 0.43848733 0.52355874 0.5681511 0.5053349 ] [-0.50880383] [ 0.44141094 0.60091611 0.47271578 0.60506998 0.412809 0.64079402 0.42971039 0.63633974 0.47853166 0.44428676] [ 0.611043] [ 0.18399699 0.52479987 0.47279952 0.68797117 0.43737035 0.85396614 0.37642033 0.48557923 0.40492495 0.63193216] [ 0.05693908] [ 0.28884742 0.49054826 0.52640688 0.62688167 0.60223203 0.80142738 0.38931001 0.4482684 0.48384264 0.58671752] [-0.741129] [ 0.51952758 0.7619376 0.43595787 0.6006306 0.3370411 0.50733956 0.4709686 0.58260694 0.67511968 0.51956976] [-0.46788966] [ 0.61693244 0.49965941 0.64545693 0.43013257 0.50674738 0.4826397 0.49141609 0.52042861 0.44599208 0.49788163] [-0.91473145] [ 0.45104546 0.54650897 0.55059788 0.36138576 0.43055698 0.44859974 0.45463598 0.52587227 0.52475351 0.48958553] [-0.47758088] [ 0.65289597 0.57203804 0.53964868 0.4638176 0.40071468 0.25724021 0.40045817 0.56684502 0.51055715 0.3085823 ] [-0.24874156] [ 0.41982524 0.66636375 0.5472128 0.53184664 0.55814944 0.61346504 0.35455247 0.49496744 0.45428463 0.74706293] [ 1.35232773] [ 0.87185681 0.61665025 0.59764751 0.23081694 0.26235154 0.1254549 0.61632859 0.8387294 0.60002387 0.20440243] [-0.74597852] [ 0.86377854 0.64783677 0.57976037 0.46127183 0.35363109 0.1484751 0.60629417 0.8729683 0.59339304 0.4455971 ] [-0.18398607] [ 0.61528004 0.70562917 0.54644808 0.67294203 0.44310003 0.50209359 0.42229783 0.61382001 0.56338761 0.42193734] [-0.42367511] [ 0.51723938 0.45470947 0.56747502 0.50610616 0.42906469 0.54484858 0.43119118 0.61390203 0.47822979 0.43883423] [-0.61121311] [ 0.48258124 0.50219118 0.48355209 0.63260486 0.44924833 0.65253397 0.53956723 0.54435885 0.46446784 0.48200344] [-0.52697793] [ 0.75585622 0.45531353 0.59800174 0.32356706 0.48670763 0.21906173 0.51627847 0.72873584 0.32710751 0.39608208] [ 1.0642562] [ 0.6730279 0.60782843 0.44383695 0.50966939 0.27735296 0.20628195 0.50998392 0.54588651 0.66726438 0.21313054] [ 0.47643079] [ 0.16800196 0.48103298 0.45329656 0.60992595 0.47625819 0.71156737 0.35975528 0.30555104 0.45934439 0.6016558 ] [ 0.10253308] [ 0.36328191 0.72251959 0.36240241 0.60051956 0.44877423 0.65098656 0.47755376 0.56320945 0.54759649 0.61398144] Progress: 16.9% ... Training loss: 0.541 ... Validation loss: 0.923[ 0.39450278] [ 0.18073783 0.43503438 0.47861647 0.72267606 0.5419707 0.78725329 0.35113721 0.3378407 0.3598466 0.66173231] [ 0.06347951] [ 0.64331242 0.51826227 0.57020685 0.34827599 0.39272896 0.26792074 0.5242155 0.63402317 0.48635183 0.3852633 ] [-0.44849611] [ 0.39587927 0.74641493 0.40794664 0.73790984 0.29798226 0.52877842 0.3409244 0.40745133 0.62089505 0.51767225] [ 0.28130636] [ 0.30944934 0.56662846 0.36157151 0.61734565 0.50276794 0.65147179 0.37790198 0.56649647 0.52177458 0.56305749] [-0.3975498] [ 0.61322904 0.81014239 0.3944209 0.67870138 0.36431326 0.44987768 0.391448 0.72744971 0.67152966 0.50917392] [-0.3196072] [ 0.57989314 0.634225 0.37767774 0.4373843 0.32739575 0.37651109 0.49421043 0.52930698 0.53057355 0.36566881] [-0.39521295] [ 0.44886729 0.60303473 0.48542818 0.56006752 0.47800659 0.46237872 0.40468431 0.46846826 0.51524391 0.46932496] [ 0.37262679] [ 0.50629693 0.32533397 0.67541716 0.3445051 0.63710682 0.43868084 0.35024468 0.47055856 0.36863691 0.42616629] [-0.72051855] [ 0.56947742 0.6678669 0.42540799 0.6736909 0.24338821 0.51690711 0.30195897 0.54930828 0.51146299 0.45761162] [-0.26858023] [ 0.30855797 0.49061008 0.43093194 0.58306518 0.52285651 0.63378236 0.33208766 0.50104806 0.46222165 0.54692738] [-0.08570196] [ 0.28768872 0.46829468 0.41955386 0.4321403 0.52276309 0.75058565 0.51427568 0.51744899 0.30000444 0.47261537] [ 0.07589677] [ 0.32036382 0.66873085 0.50600485 0.56110755 0.46015362 0.72164707 0.37289143 0.36221539 0.44579008 0.69942661] [-0.30271272] [ 0.66313547 0.72045451 0.50762393 0.45551783 0.42665876 0.35673749 0.56204647 0.65955722 0.64051227 0.37262111] [-0.45392067] [ 0.45358756 0.64392349 0.45690619 0.57470788 0.53595204 0.42899573 0.3584363 0.45454432 0.41878493 0.66610304] [ 0.2385226] [ 0.54120643 0.69462196 0.48158725 0.35941764 0.44146796 0.36660388 0.45263578 0.49182196 0.60056727 0.45163357] [-0.61213917] [ 0.55404615 0.66582247 0.45495313 0.66801435 0.27832709 0.42744396 0.34784237 0.48975945 0.47719473 0.58901832] [-0.65806428] [ 0.43106051 0.52346582 0.41554598 0.39993618 0.50292201 0.52923095 0.42675333 0.46432575 0.38826007 0.41797534] [ 0.0839316] [ 0.51374042 0.41872993 0.55789223 0.57671415 0.52081192 0.48133351 0.51499647 0.51620301 0.34281749 0.41799264] [ 1.75574421] [ 0.62493658 0.66466594 0.54253995 0.59774862 0.41831046 0.48703233 0.47511549 0.60197262 0.50173553 0.42140309] [ 2.79530938] [ 0.46451691 0.50954579 0.43970126 0.49292476 0.41273481 0.48972848 0.51795575 0.64188597 0.50439217 0.26722445] [-0.76664365] [ 0.68375784 0.5287882 0.57464965 0.43524163 0.40709627 0.31542551 0.56669793 0.64573394 0.42960509 0.35678826] [-0.78847019] [ 0.57736342 0.52882993 0.49989948 0.35715119 0.51091474 0.50085342 0.33398169 0.59634672 0.36871176 0.55129204] [ 0.03073213] [ 0.30298937 0.62027837 0.41363166 0.65918965 0.4365847 0.65552251 0.41512094 0.3752502 0.55003809 0.54132571] [ 0.44154035] [ 0.66237922 0.65531832 0.55460069 0.21631327 0.45566897 0.29858348 0.48573797 0.6640667 0.61043464 0.43751966] [ 1.73706375] [ 0.71511187 0.41226814 0.55649163 0.30364742 0.34677975 0.18390272 0.50089246 0.60801012 0.5000058 0.20341301] [-0.37083186] [ 0.58800423 0.70722007 0.46978509 0.43234083 0.36284187 0.32173394 0.50272673 0.61408768 0.73757747 0.55437557] [-0.30800629] [ 0.6284798 0.55822926 0.49186514 0.46010612 0.41323796 0.29221286 0.62678173 0.65016403 0.52773772 0.32080841] [-0.05302018] [ 0.6370395 0.56016598 0.49124144 0.60336702 0.30578297 0.4319626 0.38727811 0.48937313 0.5777492 0.39316664] [-0.19840338] [ 0.68388427 0.46611015 0.57144034 0.43690186 0.51414631 0.50403414 0.40683751 0.63236691 0.40534119 0.40954718] [-0.85547607] [ 0.55251357 0.69725423 0.41922076 0.60852533 0.39957507 0.31458983 0.41110662 0.49284076 0.48445137 0.57672449] [ 0.54166171] [ 0.65344512 0.68625989 0.51990322 0.47362248 0.46422406 0.43816396 0.44612624 0.62711055 0.59690822 0.47797729] [-0.3639026] [ 0.48915784 0.54467868 0.56572829 0.44364247 0.45519919 0.46156807 0.42045724 0.48126562 0.45826593 0.46159482] [ 0.38079269] [ 0.41855343 0.63614059 0.50514408 0.60388503 0.46804471 0.55075326 0.43423716 0.47563824 0.60249188 0.48652055] [-0.88766688] [ 0.57318452 0.64319725 0.44903661 0.45444567 0.297192 0.35738771 0.52050788 0.62449404 0.6683547 0.34599717] [ 0.93707689] [ 0.69639887 0.59380759 0.54504823 0.35431452 0.53271163 0.42005196 0.56239615 0.66918283 0.60899738 0.35775189] [ 0.15998547] [ 0.23818334 0.64033212 0.54700574 0.53181017 0.45661578 0.7963201 0.41974785 0.34796527 0.55854039 0.72345813] [-0.44131284] [ 0.69352896 0.48381487 0.48917833 0.50763911 0.28665332 0.3249542 0.37113656 0.66697632 0.45852691 0.31042414] [-0.04535164] [ 0.33993491 0.64258063 0.45079597 0.53583198 0.59837067 0.56420932 0.31256905 0.37941802 0.39302143 0.73230596] [ 1.44630774] [ 0.66549857 0.61483266 0.58046062 0.59998184 0.43964545 0.43158066 0.46271976 0.70463679 0.52799752 0.3990011 ] [-0.34319789] [ 0.35346659 0.61007071 0.48995393 0.52609903 0.52715098 0.51444406 0.41921488 0.36528287 0.40693751 0.56533994] [ 0.2241765] [ 0.65063802 0.45959076 0.54634147 0.31277395 0.40241921 0.3599079 0.4505542 0.58104255 0.39689272 0.43169451] [ 1.278744] [ 0.80069372 0.5768661 0.5855334 0.38322343 0.4152535 0.22148944 0.50479808 0.75007977 0.6004282 0.24246702] [ 0.45093175] [ 0.66487892 0.70066745 0.52382231 0.63225172 0.47271985 0.33778001 0.47690029 0.60128855 0.73233028 0.3397341 ] [ 0.08497636] [ 0.21771906 0.3449418 0.61318478 0.55863462 0.4811858 0.76638887 0.40769503 0.30805388 0.35537371 0.54959625] [-0.37999402] [ 0.42704115 0.66361768 0.3746177 0.58660287 0.36276334 0.57929985 0.45923119 0.7640179 0.46969476 0.38103013] [ 0.00325738] [ 0.41788091 0.3758706 0.58536716 0.37294974 0.54648757 0.59870775 0.49356007 0.64371543 0.37807816 0.57983331] [ 0.12205127] [ 0.30943463 0.61176997 0.50098016 0.59489211 0.53309734 0.74806779 0.34663265 0.39698682 0.50182712 0.69788193] [-0.19554058] [ 0.37896355 0.69643693 0.41224363 0.62007331 0.44584467 0.69758872 0.42257362 0.53371995 0.40551989 0.61558632] [-0.3535484] [ 0.61482859 0.65715228 0.55712803 0.38868784 0.44261046 0.36886855 0.67636225 0.62972751 0.62336853 0.42010464] [ 0.23425922] [ 0.27376094 0.6536549 0.45149552 0.67843528 0.55304782 0.8130881 0.38805872 0.47075184 0.5983768 0.64227022] [-0.20204194] [ 0.31801539 0.64310575 0.37341243 0.65080191 0.44265568 0.68800954 0.44595667 0.48757586 0.43130361 0.54394582] [ 0.26846914] [ 0.25793703 0.5191548 0.36248807 0.69586408 0.47942288 0.67007365 0.49285315 0.51107055 0.47334727 0.69198855] [-0.84104872] [ 0.61375547 0.27687353 0.54707296 0.41132128 0.29285521 0.35225539 0.41256229 0.60806884 0.28675372 0.21786685] [ 0.08310596] [ 0.32537478 0.57095668 0.43935303 0.70928612 0.46981426 0.53421328 0.32727678 0.53410319 0.52229629 0.47747565] [-0.2315705] [ 0.30403683 0.43822307 0.49041691 0.47403486 0.51195279 0.78961417 0.4010104 0.52616426 0.54618214 0.53013465] [ 0.32065186] [ 0.47542785 0.65225945 0.48155413 0.65185208 0.35799603 0.47465629 0.37546981 0.55049449 0.58417997 0.52192528] [-0.43324143] [ 0.52822594 0.50459629 0.62306515 0.41858421 0.65700052 0.47919594 0.42443609 0.44526379 0.52430069 0.44522024] [ 0.86486831] [ 0.81316965 0.55471683 0.60679408 0.41301992 0.40866732 0.20317095 0.4469003 0.69301683 0.5591745 0.23074585] [ 0.85804863] [ 0.51591414 0.72123021 0.50589627 0.45062217 0.41706439 0.46359885 0.51941897 0.59291564 0.60905165 0.49600902] [-0.35203013] [ 0.35828139 0.38444278 0.60666103 0.55599998 0.43461917 0.56312388 0.34577208 0.43129203 0.37073632 0.44846051] [-0.63237953] [ 0.62227647 0.52519122 0.49267337 0.37019531 0.37379604 0.29520706 0.48231895 0.52951722 0.49826958 0.2987641 ] [ 2.02652969] [ 0.49424525 0.40986385 0.49184871 0.5636483 0.2703464 0.29752904 0.4368993 0.59628501 0.46404526 0.23027872] [-0.25222935] [ 0.48083622 0.70054803 0.419787 0.64695567 0.27549251 0.40928988 0.44162886 0.4902136 0.58236697 0.51975705] [ 1.97734266] [ 0.76601041 0.61687447 0.48897192 0.51968759 0.35287396 0.30310751 0.49722431 0.72243118 0.50280048 0.40297596] [ 0.14631304] [ 0.69441949 0.47695912 0.56396811 0.43958854 0.40322464 0.33352918 0.56109477 0.66959464 0.51605307 0.31250815] [ 0.09928734] [ 0.73752259 0.58588323 0.53036496 0.53397966 0.34940332 0.31572319 0.52447162 0.65604432 0.48574533 0.35997645] [ 0.22849914] [ 0.41042308 0.62855684 0.50538068 0.52562937 0.48511523 0.69827023 0.40045129 0.52702442 0.53180784 0.6994476 ] [-0.00442094] [ 0.45550216 0.44513927 0.54069156 0.29033697 0.43975867 0.54867518 0.40986171 0.42989929 0.31761242 0.47965366] [ 0.2193362] [ 0.84582057 0.54830699 0.57255653 0.3219708 0.20962466 0.15327953 0.47282753 0.65864214 0.4913669 0.19439574] [ 0.01028816] [ 0.42795028 0.47214112 0.54497763 0.44665948 0.47666588 0.61251411 0.48800818 0.64947609 0.4590634 0.50220177] [ 1.84881138] [ 0.59914138 0.63374005 0.4735185 0.4452061 0.27669894 0.28724741 0.46425829 0.64698627 0.52369263 0.35166699] [-0.0889087] [ 0.40915538 0.57369105 0.57146347 0.37803143 0.40141074 0.63482908 0.45102747 0.50531452 0.50677511 0.58310485] [ 0.157853] [ 0.53616247 0.57456606 0.50688664 0.51556734 0.34750065 0.31328279 0.54603994 0.70767957 0.48092552 0.31226029] [-0.28880293] [ 0.8555225 0.70151842 0.49293166 0.39504936 0.27944179 0.1395602 0.50407134 0.66533862 0.64183951 0.28816854] [-0.66609952] [ 0.47080357 0.77018513 0.31982816 0.65481799 0.39523728 0.37297315 0.27169203 0.58496155 0.5274028 0.64057398] [ 0.07022914] [ 0.45128267 0.61311416 0.42532394 0.43746834 0.4862931 0.70459871 0.47467013 0.51178977 0.40234379 0.62678599] [-0.65944497] [ 0.69799892 0.33286001 0.68197796 0.26269239 0.43514912 0.36053582 0.49146332 0.76188269 0.39305238 0.26091541] [ 2.24032702] [ 0.80116732 0.5355322 0.55501053 0.27583739 0.42686407 0.22115384 0.54738106 0.72626716 0.43286623 0.38957192] [-0.42706644] [ 0.81719181 0.57230184 0.60100306 0.29519013 0.39928501 0.23470752 0.57268703 0.64677945 0.56494687 0.38671678] [ 0.00190344] [ 0.47492944 0.73374501 0.33633412 0.73130825 0.33673823 0.58618376 0.39241167 0.65255919 0.54196409 0.56567723] [-0.16353938] [ 0.34017758 0.65507441 0.42710252 0.63990142 0.42335103 0.6203193 0.36765403 0.5286316 0.48253676 0.5236141 ] [-0.22209436] [ 0.45501228 0.60667352 0.54420846 0.44005257 0.46811292 0.54307344 0.35355914 0.48434955 0.50299925 0.55763741] [ 0.21191914] [ 0.38631581 0.57266412 0.50193528 0.63461973 0.54111485 0.66446969 0.36538142 0.41082174 0.58529629 0.54414805] [-0.69748226] [ 0.67118199 0.72978449 0.46485063 0.6249385 0.38159334 0.54999001 0.40487725 0.76536835 0.622087 0.52985153] [-0.02821109] [ 0.52182172 0.55026376 0.46968638 0.30379897 0.43418747 0.41501455 0.42890487 0.55525649 0.48026577 0.36225423] [-0.30038646] [ 0.3685949 0.52163002 0.4338055 0.43690675 0.52766331 0.65667936 0.32150108 0.50396854 0.32890042 0.55953801] [-0.29035897] [ 0.78329294 0.58998128 0.60963697 0.41622866 0.49914243 0.3446323 0.46483124 0.67183865 0.54924908 0.49994017] [ 0.26841823] [ 0.65969693 0.37913843 0.66011467 0.30801235 0.52189466 0.38359489 0.45988744 0.60235069 0.39010926 0.49299507] [-0.22416443] [ 0.41473314 0.57305488 0.48188805 0.49977452 0.47828689 0.50964407 0.43628754 0.39291354 0.57035412 0.59486164] [-0.21993551] [ 0.56548174 0.43666772 0.59838781 0.36691655 0.48331487 0.46569851 0.41858905 0.4722075 0.43973237 0.41691835] [ 0.02173061] [ 0.26493728 0.41039327 0.42676459 0.45722185 0.45110983 0.61326781 0.40717148 0.43208837 0.40601601 0.47472255] [-0.27783778] [ 0.52333371 0.60200818 0.50790442 0.22323743 0.41747832 0.40420692 0.43657173 0.56009171 0.495794 0.39491755] [ 0.47521146] [ 0.36598953 0.64940623 0.42363339 0.60033792 0.48220814 0.783874 0.40603965 0.65922035 0.64059518 0.57171393] [-1.01936622] [ 0.6577807 0.57657488 0.44358112 0.49427874 0.42356827 0.34085409 0.55058169 0.66943692 0.49930383 0.48367432] [ 1.21673182] [ 0.25090879 0.5243258 0.42922902 0.66688282 0.48471401 0.56454361 0.43112609 0.36097583 0.50041186 0.57666589] [-0.03279178] [ 0.40483215 0.725614 0.38484269 0.66557591 0.48935496 0.68368539 0.43130081 0.43730277 0.4002335 0.71806646] [-0.18573301] [ 0.48585446 0.69261968 0.42512405 0.37671775 0.35359947 0.28697666 0.48543015 0.66704228 0.62679076 0.40996588] [-0.22226912] [ 0.41208663 0.45105352 0.54037921 0.39511764 0.56214356 0.58836247 0.45467521 0.5797396 0.4847861 0.44136736] [ 0.31721602] [ 0.55694584 0.67955948 0.54119122 0.67589364 0.38234552 0.48015958 0.46471493 0.64239856 0.57453916 0.50333482] [ 0.02367087] [ 0.49312267 0.43783263 0.512298 0.37683825 0.45811463 0.49998931 0.39329576 0.54637045 0.34227022 0.46015635] [ 2.03379978] [ 0.66458168 0.69550863 0.42250037 0.51101731 0.24634966 0.24151659 0.49985504 0.66206198 0.67296368 0.27712507] [ 0.1220905] [ 0.28263028 0.6500261 0.35809087 0.68384881 0.47590746 0.66557172 0.48294618 0.43633322 0.560453 0.56539989] [-0.44431101] [ 0.46799098 0.80273728 0.33410315 0.60635592 0.32275632 0.62493135 0.32459737 0.63311531 0.55129626 0.68423724] [ 1.49076124] [ 0.50586273 0.57790511 0.50714502 0.64564208 0.39677116 0.6062804 0.41303349 0.63273567 0.53550959 0.56767324] [ 0.7571417] [ 0.54009662 0.61676308 0.52640697 0.33501155 0.38949001 0.44562807 0.53351775 0.67508045 0.50057064 0.41592675] [-0.66380131] [ 0.52389757 0.43989718 0.61951948 0.41106262 0.50137649 0.47048899 0.44166243 0.47259248 0.35503986 0.58068859] [ 0.59920771] [ 0.48072032 0.61313689 0.49713958 0.28766091 0.40163412 0.49668427 0.4099134 0.48646201 0.43024142 0.43045037] [-0.12024882] [ 0.43635686 0.46431406 0.44756138 0.39374366 0.48811144 0.38381606 0.42179073 0.4444648 0.40451678 0.64355386] [-0.01850747] [ 0.38757069 0.23367814 0.72599786 0.33249032 0.55661309 0.55859103 0.39766817 0.30846676 0.28748892 0.42558341] [-0.04977491] [ 0.58401529 0.40626261 0.56229375 0.37814408 0.534528 0.59081153 0.44655092 0.54046392 0.34833353 0.48676705] [-0.12650429] [ 0.56502871 0.60358583 0.45690377 0.56056234 0.26926765 0.43709688 0.41801192 0.55902256 0.54859517 0.32905136] [ 1.25419554] [ 0.44836627 0.44180785 0.43382907 0.55538267 0.31486636 0.31707564 0.39521868 0.44282388 0.53351614 0.2593197 ] [-0.08310822] [ 0.38777031 0.53921479 0.55713688 0.47956141 0.44442099 0.45396382 0.51576509 0.51479059 0.48314521 0.46569645] [ 0.0300001] [ 0.35299384 0.68846954 0.48650981 0.57216125 0.53264344 0.67864359 0.34822838 0.53169585 0.49377423 0.70527597] [-0.72975178] [ 0.6945649 0.57134161 0.59105725 0.30644328 0.53271773 0.39761014 0.50994922 0.71982724 0.52231204 0.40814787] [ 0.36587819] [ 0.18966102 0.48874537 0.52729659 0.71463595 0.48387037 0.80574199 0.35652608 0.23934944 0.43661232 0.61467732] [ 1.08543891] [ 0.66280078 0.53481252 0.56463321 0.40659171 0.27037733 0.28707716 0.50360571 0.68995987 0.49655653 0.32119301] [-0.11931483] [ 0.31179476 0.54929129 0.41870766 0.67467688 0.45716671 0.73402522 0.3563348 0.50424531 0.40084441 0.55321819] [-0.0346796] [ 0.40788784 0.49465826 0.46339038 0.65428106 0.53157561 0.61781576 0.37457099 0.46543771 0.38222624 0.44178868] [ 0.09636617] [ 0.36868769 0.50436366 0.53574576 0.47066282 0.50391555 0.72696225 0.41206298 0.34736336 0.40598704 0.58020166] [-0.02489304] [ 0.60867982 0.32650617 0.70201146 0.3152763 0.39449853 0.36491871 0.54436048 0.61190552 0.44032656 0.2652194 ] [ 0.41113062] [ 0.81110384 0.77334337 0.47802718 0.2539399 0.33642127 0.33473989 0.62129016 0.77872651 0.63774454 0.46192988] [ 0.27089562] [ 0.55504635 0.74851079 0.50012104 0.59926188 0.39931803 0.46734239 0.56374157 0.6426364 0.58676551 0.64979616] [ 0.11547301] [ 0.22890038 0.72456149 0.37899308 0.64923367 0.36672701 0.7040299 0.29748616 0.4327874 0.47290351 0.59772568] [ 1.88890225] [ 0.84589935 0.38428637 0.63019861 0.19166982 0.4364265 0.29919824 0.55391796 0.77045772 0.36912289 0.26934318] [-0.5824025] [ 0.53224461 0.58833093 0.46887382 0.60089497 0.28133294 0.39925975 0.36080257 0.51925284 0.50301676 0.4458295 ] [ 1.53957723] [ 0.52689027 0.69372265 0.4370484 0.59207348 0.40559669 0.64777291 0.4049551 0.62607298 0.44387751 0.57357849] [ 0.23666263] [ 0.51965617 0.64565867 0.45830559 0.53367644 0.28168389 0.3126972 0.48635016 0.64228105 0.4923109 0.41248036] Progress: 17.1% ... Training loss: 0.542 ... Validation loss: 0.840[-0.66711842] [ 0.50907218 0.52870333 0.54076629 0.42391686 0.44563893 0.44194471 0.56373703 0.63699911 0.46055692 0.34516029] [-0.29622146] [ 0.34379863 0.80942132 0.33859256 0.75811083 0.27207088 0.62709385 0.34926728 0.49424759 0.61891192 0.63980739] [-0.52093216] [ 0.61900884 0.62174145 0.54341593 0.51345571 0.42333801 0.42072542 0.43673779 0.53577047 0.62290845 0.44381319] [-0.08404816] [ 0.40216956 0.65966309 0.37581261 0.67133979 0.28417229 0.33009367 0.44177256 0.51778514 0.58098752 0.40063604] [ 0.07081602] [ 0.67823641 0.57083501 0.48410639 0.4795555 0.4103987 0.28819683 0.59694682 0.62597314 0.54233209 0.32800324] [-0.56605467] [ 0.57125441 0.42861368 0.57383969 0.29982297 0.44641741 0.52536396 0.38672452 0.6696676 0.46441769 0.38689866] [-0.31734208] [ 0.3543953 0.33500596 0.69814704 0.47289229 0.45325451 0.6418944 0.43970901 0.45761547 0.32560125 0.42041492] [-0.61446532] [ 0.65512874 0.64602145 0.41867067 0.38428443 0.32014026 0.275235 0.37064897 0.59387521 0.49668102 0.33657325] [ 0.27281686] [ 0.29841744 0.36544615 0.60875045 0.50356729 0.48349244 0.55249016 0.44885415 0.43460506 0.36547439 0.53701464] [-1.25530613] [ 0.60979207 0.43389787 0.65612035 0.13859222 0.64497824 0.48633728 0.62066533 0.5508746 0.44308955 0.47388558] [-1.0785918] [ 0.59151424 0.62479608 0.57527855 0.66387676 0.46228239 0.49724719 0.40705684 0.58837666 0.54737354 0.42319809] [-0.37761951] [ 0.34849748 0.51103502 0.53552564 0.48464586 0.46309132 0.42094587 0.4225315 0.48269134 0.46315655 0.51336191] [ 0.24702986] [ 0.19478457 0.37774578 0.56089687 0.70476405 0.53558959 0.81820802 0.36438446 0.35593458 0.43323126 0.58180882] [ 0.14913575] [ 0.21151056 0.55023523 0.48997026 0.64266776 0.62389049 0.77819982 0.41419499 0.29649658 0.54417273 0.65894834] [-0.89224612] [ 0.41851154 0.54727929 0.50287949 0.58294054 0.44893768 0.42843545 0.37129706 0.49590123 0.47251897 0.43129235] [-0.09054331] [ 0.18052315 0.32811916 0.62462478 0.4844052 0.52487615 0.77310492 0.46311769 0.28886402 0.44229354 0.56194661] [-0.49365396] [ 0.339557 0.40584329 0.52603749 0.58389265 0.44494322 0.60023281 0.36450767 0.47011923 0.426757 0.44458196] [-0.56568466] [ 0.37776248 0.57249345 0.43049985 0.58576521 0.36075914 0.64926035 0.37656773 0.62000432 0.49858206 0.53865788] [-0.20313136] [ 0.46271622 0.61321679 0.41667882 0.70685898 0.32008491 0.48512246 0.35546862 0.47964071 0.53021125 0.48527692] [-0.14104518] [ 0.27501515 0.62485093 0.36909928 0.66275274 0.51286103 0.64300447 0.29506068 0.45921061 0.53049088 0.61768823] [-0.07873428] [ 0.39209503 0.44901145 0.62192748 0.45843129 0.51818612 0.63931472 0.39060384 0.37520362 0.4321817 0.66228762] [-0.09448978] [ 0.53024091 0.45362461 0.48821625 0.49312092 0.33095149 0.20974327 0.42107078 0.65839659 0.47265133 0.22196005] [-0.44464815] [ 0.52939187 0.54116562 0.62174873 0.5267031 0.60794066 0.71576796 0.43029505 0.55555423 0.45204773 0.59144698] [-0.88958877] [ 0.68829505 0.55780228 0.52681959 0.34328989 0.34570876 0.32841878 0.57416408 0.55172982 0.57855654 0.31419084] [ 0.09550432] [ 0.45441195 0.52200213 0.45748963 0.62013787 0.41113943 0.6987458 0.44786965 0.57998682 0.39618581 0.52334861] [-0.78846793] [ 0.6271319 0.20963159 0.77081458 0.24672513 0.62704128 0.35718308 0.46230311 0.46019889 0.28176667 0.32674283] [-0.06845717] [ 0.21875835 0.34475212 0.61362965 0.55790939 0.48020691 0.76468636 0.40828946 0.30960045 0.35599519 0.54781025] [-0.35836332] [ 0.31783747 0.65009003 0.42988239 0.61662865 0.44158552 0.75893745 0.50274467 0.55068756 0.55846077 0.52990395] [-0.47661721] [ 0.81749581 0.57573815 0.57007962 0.31400523 0.34770567 0.28455628 0.48312782 0.75689291 0.63279218 0.3195191 ] [ 0.1680014] [ 0.80796532 0.62830377 0.60149361 0.51556055 0.37699991 0.23079613 0.49944401 0.71806971 0.57810201 0.30096677] [-0.42801828] [ 0.73361209 0.5775011 0.58860105 0.54481229 0.43108335 0.41724482 0.54379413 0.64443911 0.56371014 0.41340894] [ 0.13728314] [ 0.24517137 0.6419123 0.40244429 0.53452673 0.58349402 0.78896117 0.33895076 0.35211649 0.47479843 0.73289508] [-0.06759406] [ 0.40803458 0.5965467 0.47681354 0.61375991 0.39812608 0.52927939 0.51030435 0.54434341 0.49681327 0.30958906] [-0.3282216] [ 0.75696715 0.53937265 0.59486685 0.27220117 0.29622664 0.22248284 0.58196137 0.66024666 0.56980581 0.28510579] [-1.12234769] [ 0.66205954 0.54147569 0.61298571 0.54119955 0.51909224 0.4718399 0.46776394 0.64067692 0.48111418 0.39868202] [-0.65518295] [ 0.56590308 0.7685224 0.47015854 0.37419437 0.35989468 0.43324913 0.54708955 0.75473946 0.55886176 0.48437171] [-0.68927577] [ 0.66215649 0.70415666 0.46938309 0.67138541 0.4324514 0.38611252 0.40553416 0.68542459 0.6165767 0.39875616] [-0.58885499] [ 0.70202493 0.56438502 0.53349977 0.3552852 0.43907887 0.42851627 0.45290029 0.72202832 0.60239316 0.47961697] [-0.02345748] [ 0.27965047 0.66227321 0.46050543 0.76702471 0.36439638 0.73562636 0.32695669 0.4000987 0.56641466 0.58729186] [ 0.13489455] [ 0.22661778 0.70428876 0.33048202 0.72405518 0.45718988 0.64913125 0.37642072 0.38096834 0.55214728 0.6819545 ] [-0.50392418] [ 0.81919982 0.43494051 0.57885334 0.33504198 0.33285393 0.25206513 0.50779967 0.81626477 0.40342458 0.2375789 ] [-0.00670367] [ 0.31145955 0.42993833 0.57506814 0.49825678 0.52670629 0.53737695 0.47130189 0.42822086 0.53939608 0.71983578] [-0.61673207] [ 0.60060766 0.60892881 0.5328275 0.39540478 0.40664481 0.32412889 0.4130246 0.63029613 0.57779614 0.40658078] [-0.577771] [ 0.52691209 0.59218503 0.46926799 0.44571899 0.29649038 0.3040454 0.58561782 0.62427908 0.52909148 0.38117753] [-0.53072656] [ 0.4367918 0.63369299 0.47103327 0.5611693 0.36652634 0.7257718 0.42570824 0.64855933 0.46213799 0.54589931] [-0.40911548] [ 0.70227653 0.53212404 0.4644642 0.43579499 0.26425387 0.18743806 0.45766504 0.55828527 0.4883481 0.29176525] [-0.98673747] [ 0.49541362 0.45510057 0.54649836 0.48562542 0.41532266 0.45432081 0.43724414 0.45236619 0.41609066 0.36454407] [ 0.12790653] [ 0.49256672 0.43655202 0.66072387 0.48547311 0.44836718 0.47934206 0.35513989 0.44752038 0.46474353 0.38566534] [ 0.18933951] [ 0.28737404 0.71475787 0.36162225 0.62814691 0.4461245 0.69734645 0.34237727 0.37096581 0.47224584 0.76355924] [ 0.84581554] [ 0.62073629 0.50981863 0.57143117 0.32758336 0.43105534 0.27223089 0.45715766 0.58336142 0.45246095 0.43591675] [ 2.16455041] [ 0.65554613 0.57597112 0.54286718 0.42989137 0.28251114 0.29364888 0.56917389 0.82890054 0.49845011 0.22383291] [ 1.92241238] [ 0.37504064 0.61707489 0.46244481 0.5299314 0.47324542 0.60218022 0.40008077 0.47543897 0.53056459 0.50928921] [-0.60768155] [ 0.51141133 0.8685784 0.31566603 0.64124384 0.47743205 0.63200281 0.47847668 0.64207595 0.62632999 0.74925372] [ 1.98438825] [ 0.58603778 0.31651602 0.50368923 0.47427221 0.32621298 0.29548368 0.46184575 0.6420691 0.39814866 0.18893543] [ 0.19836513] [ 0.78566831 0.53844566 0.56873669 0.41884024 0.26306992 0.21955704 0.45025025 0.6118982 0.49754518 0.34959469] [ 0.64367774] [ 0.5219619 0.68941275 0.41122999 0.5184928 0.24712398 0.44090766 0.50143817 0.63404119 0.57511813 0.34302621] [-1.09100277] [ 0.86301554 0.5486731 0.5851917 0.33500428 0.23475906 0.14556338 0.48719825 0.77441815 0.6260542 0.21500547] [ 0.56198472] [ 0.74152546 0.65234978 0.60003951 0.45559932 0.51922116 0.29639596 0.41892748 0.67282713 0.60459614 0.35772647] [-0.33018979] [ 0.50436158 0.63953404 0.55576338 0.26001119 0.50341991 0.59519089 0.45618284 0.50459224 0.47143641 0.64171861] [-0.49983449] [ 0.52170721 0.64372523 0.30998343 0.55159591 0.32003761 0.36504446 0.42175724 0.60930119 0.4110365 0.43876822] [-0.15961202] [ 0.68781727 0.5861908 0.54406212 0.36284467 0.42430563 0.19987603 0.49780475 0.60868113 0.47686646 0.49271741] [ 0.31671401] [ 0.3441546 0.57171091 0.43787788 0.68142487 0.5005571 0.6528159 0.39727035 0.43982896 0.51733665 0.55472171] [-0.52708688] [ 0.50661297 0.49210577 0.55657027 0.38910956 0.47502475 0.39963583 0.52408055 0.62421962 0.50799501 0.45074277] [-0.88336056] [ 0.49503409 0.79169024 0.3685563 0.62878241 0.28526594 0.43198101 0.32175438 0.57577776 0.58335889 0.5178983 ] [-0.52825716] [ 0.4300405 0.64457991 0.49281657 0.63210262 0.43326518 0.62069637 0.43172863 0.53097388 0.42917216 0.53996783] [ 2.03412099] [ 0.22221644 0.69256778 0.34310732 0.58760441 0.41211293 0.67203946 0.39608372 0.49687771 0.57883813 0.5218791 ] [-0.24431817] [ 0.41984655 0.61453467 0.44815487 0.55653057 0.39760639 0.67222891 0.42709393 0.67207469 0.45595687 0.53131229] [-0.91287628] [ 0.70855356 0.54774256 0.50523228 0.43519735 0.32274399 0.33629622 0.43326491 0.60220903 0.6111638 0.31022442] [-0.56089998] [ 0.5420889 0.73453016 0.35967317 0.69075669 0.25553202 0.32642876 0.38396724 0.64904143 0.60177652 0.39470999] [ 0.07067682] [ 0.20348365 0.68934711 0.49803534 0.70338523 0.397745 0.78473529 0.3539778 0.38602783 0.50048172 0.71589447] [-0.69945768] [ 0.66262021 0.44611215 0.53758338 0.27817713 0.36452031 0.14227911 0.50337737 0.73085364 0.4899239 0.19591489] [ 0.84289437] [ 0.49305603 0.4381838 0.55719621 0.49026863 0.44278635 0.49499649 0.47693769 0.6142031 0.48779183 0.30242121] [-0.08141664] [ 0.59202672 0.50274883 0.49775334 0.55163007 0.40716918 0.3655179 0.52527378 0.53321697 0.47036232 0.34682338] [-0.20668993] [ 0.38774123 0.78644922 0.35065463 0.77519613 0.39340607 0.66471141 0.38485808 0.43543863 0.48286917 0.69958184] [-0.06781484] [ 0.52251504 0.52837202 0.46565277 0.36795253 0.35369578 0.28429907 0.45035119 0.59348727 0.55053226 0.33786962] [-0.54221117] [ 0.43701595 0.56965549 0.48441985 0.27113235 0.43154438 0.5054725 0.42107429 0.49053109 0.45926868 0.51842198] [ 0.05155278] [ 0.42555254 0.34734689 0.55369458 0.301917 0.46728436 0.45610434 0.49331854 0.54499502 0.34014706 0.28634674] [-0.60075668] [ 0.30757972 0.71569398 0.38018012 0.51172147 0.41556469 0.59075294 0.46971268 0.51661123 0.62201667 0.56273726] [-0.53749174] [ 0.81539282 0.5770875 0.47639235 0.35732681 0.27212527 0.16141753 0.6007923 0.81349992 0.56929574 0.19224089] [-1.10759265] [ 0.54280452 0.56955585 0.4868953 0.441157 0.39791338 0.48545969 0.5108639 0.78801877 0.552635 0.53874954] [ 0.9379142] [ 0.79854213 0.53469348 0.65865134 0.38532284 0.46186744 0.23620576 0.52454471 0.78278765 0.44648653 0.39606865] [-0.32753196] [ 0.80757841 0.36651585 0.65889506 0.1931856 0.37297264 0.29014252 0.50965088 0.67776522 0.37240438 0.25919238] [-0.33925542] [ 0.25279632 0.70995247 0.44646846 0.59516928 0.39262119 0.74606358 0.4796888 0.53117251 0.58690639 0.61863606] [-0.36659808] [ 0.73352671 0.66397499 0.50208217 0.36061647 0.38314367 0.11521185 0.50017558 0.65269277 0.67966766 0.32353958] [ 0.75755067] [ 0.62341355 0.66000208 0.51878362 0.36649909 0.29960674 0.39442917 0.52581416 0.71525756 0.5499315 0.36141738] [ 0.29376997] [ 0.74395613 0.41683853 0.70490246 0.43382457 0.53355284 0.32660345 0.4541272 0.65913658 0.45390658 0.32182972] [-1.27144259] [ 0.68742542 0.54001279 0.46865106 0.39473856 0.29025513 0.14368593 0.56761724 0.68509315 0.58188114 0.1719463 ] [-0.54866718] [ 0.72904938 0.64253357 0.49235943 0.29259829 0.40305172 0.3783158 0.53984333 0.57223597 0.55817308 0.41927759] [ 0.22863811] [ 0.60107538 0.63312752 0.49806555 0.4978742 0.40917117 0.31558331 0.47067922 0.54154321 0.54877779 0.44338023] [-0.60328472] [ 0.51609503 0.56544828 0.46522283 0.40769698 0.41411461 0.22769787 0.43188232 0.61600248 0.47999863 0.45718921] [ 0.81463609] [ 0.64610215 0.57208937 0.47250608 0.53513956 0.31760597 0.31484806 0.39398189 0.67609841 0.50995303 0.36267374] [-0.47257303] [ 0.40258409 0.33282961 0.3974003 0.58658496 0.36955195 0.39464577 0.4266728 0.49018603 0.29402665 0.55581412] [-0.1977497] [ 0.43948583 0.41444035 0.56351517 0.40643866 0.46269948 0.47066771 0.6170084 0.56852706 0.42287695 0.35176696] [-1.2351797] [ 0.87433416 0.73521892 0.48360667 0.35780154 0.2061228 0.14425101 0.53341272 0.70382854 0.65731871 0.21393553] [-0.52155876] [ 0.65243488 0.56552225 0.49955727 0.51941322 0.3356777 0.30443019 0.53362427 0.72992678 0.65463895 0.21164941] [ 1.03843431] [ 0.77281826 0.65823482 0.60716825 0.30180205 0.41445778 0.26358972 0.60832108 0.70468828 0.61197946 0.31621322] [-0.02504956] [ 0.68586332 0.55460544 0.57659319 0.46151302 0.39249009 0.22970326 0.49571747 0.71245722 0.50948459 0.34596117] [-0.05325524] [ 0.40770241 0.63847407 0.48084758 0.51871491 0.36894295 0.66234287 0.46514371 0.50993777 0.57241557 0.54247802] [-0.53547804] [ 0.65750427 0.56690996 0.53463362 0.39455438 0.38898927 0.23007753 0.3953245 0.66376408 0.56236941 0.29348551] [-0.09971476] [ 0.27374224 0.4409721 0.57626535 0.42096029 0.60857496 0.61702227 0.42814966 0.31861161 0.47686362 0.52969986] [ 0.38175992] [ 0.70098046 0.65952079 0.48032905 0.46461092 0.24176908 0.37813572 0.4637188 0.66551548 0.62284922 0.39023082] [ 1.43343779] [ 0.75397348 0.64496792 0.56711414 0.40223957 0.40265098 0.28134723 0.45622111 0.72874525 0.60310391 0.32118884] [-0.21866213] [ 0.41607457 0.65369681 0.473389 0.42728473 0.58711545 0.75468502 0.32188522 0.53479407 0.46673543 0.75863439] [-0.58690461] [ 0.47289637 0.66158472 0.43968215 0.52319907 0.39445642 0.68705666 0.44635134 0.54800645 0.50475889 0.57310936] [ 0.3508143] [ 0.16306891 0.5549869 0.45812707 0.66909388 0.46636566 0.69684361 0.34137177 0.23709123 0.53947418 0.57116839] [-0.38348873] [ 0.74439289 0.51804553 0.59546507 0.40489774 0.3479244 0.24398961 0.43599259 0.59575658 0.53681383 0.31114813] [-0.1557796] [ 0.27437056 0.34264954 0.56270213 0.55210967 0.53894492 0.65012542 0.31753579 0.31700426 0.3272261 0.48570234] [-0.43226387] [ 0.79532414 0.41511233 0.59464471 0.42807601 0.46158732 0.30459211 0.46364751 0.72768725 0.46885891 0.28084211] [ 0.06584591] [ 0.22209668 0.68421764 0.31412737 0.7257048 0.48426445 0.80062913 0.44709153 0.52215084 0.47530216 0.68837536] [ 0.33318264] [ 0.77614413 0.66072492 0.51654548 0.38836315 0.27116761 0.26442387 0.47894339 0.62746322 0.66057535 0.35562083] [-0.06220726] [ 0.31142929 0.50261458 0.58505343 0.52444793 0.45743558 0.81763424 0.3598576 0.42472692 0.41814534 0.67074566] [-0.80707467] [ 0.62417514 0.62964061 0.50365701 0.5063889 0.34843646 0.4283485 0.46070879 0.7203806 0.54502453 0.37515506] [-0.27080307] [ 0.51352721 0.31023246 0.67393061 0.36283997 0.55590449 0.45213685 0.44308857 0.4338223 0.29576222 0.50134326] [-0.56747024] [ 0.41198907 0.55793442 0.56505704 0.43286486 0.4547819 0.58741897 0.51950272 0.54728033 0.47841659 0.48615729] [-0.7625021] [ 0.53536533 0.58771399 0.47014363 0.59874929 0.27956559 0.39530494 0.36259606 0.52336394 0.50480066 0.44242617] [-0.68510289] [ 0.49565184 0.50024947 0.46501346 0.60030849 0.44839489 0.55383526 0.52696506 0.61772354 0.3936034 0.39208652] [-0.40388554] [ 0.34241418 0.69451216 0.37467627 0.59328209 0.52287215 0.5657948 0.4489979 0.38664849 0.4259338 0.56316839] [-1.14109039] [ 0.6407418 0.66253913 0.43122165 0.57405444 0.49320698 0.51676993 0.36801456 0.68482709 0.55949128 0.45540441] [-0.77551649] [ 0.72061635 0.65109271 0.51222494 0.45611331 0.31572958 0.38817913 0.39035925 0.62915347 0.61027199 0.41566196] [-0.67359497] [ 0.85905617 0.55678469 0.61858363 0.35274013 0.39471084 0.22832953 0.54364705 0.74005238 0.55627924 0.33515194] [-0.52515565] [ 0.57942108 0.34806658 0.56680392 0.39396386 0.50423116 0.57788099 0.40436084 0.68123957 0.51627956 0.32374267] [ 0.05955964] [ 0.45580173 0.65566265 0.60333734 0.35963634 0.58851845 0.49069104 0.41169232 0.5847659 0.46848077 0.62236298] [ 0.01885512] [ 0.27757381 0.55931462 0.53334052 0.57047223 0.53354635 0.75427711 0.33652685 0.38885261 0.40818811 0.70676895] [-0.52221971] [ 0.37895354 0.74612881 0.41217797 0.61273421 0.32717163 0.56076332 0.34836248 0.52502654 0.55879628 0.60422569] [ 0.01050641] [ 0.75326874 0.67458847 0.46514312 0.53436502 0.42954172 0.39085095 0.43453008 0.66656681 0.55619353 0.34716822] [ 0.33765889] [ 0.55910857 0.4827986 0.58009337 0.3197864 0.46013919 0.52026998 0.4754112 0.73925578 0.45453451 0.41429377] [-0.89358327] [ 0.65599229 0.5934066 0.5367576 0.44499362 0.26434432 0.27669114 0.57562884 0.66267956 0.57008899 0.36059187] [ 0.29388398] [ 0.22035856 0.62791879 0.43677643 0.60673746 0.46999347 0.7036382 0.32591938 0.40691579 0.38064591 0.66895969] Progress: 17.4% ... Training loss: 0.555 ... Validation loss: 0.962[ 0.24094377] [ 0.51115659 0.68180161 0.45657659 0.7017277 0.28484949 0.45649433 0.37439118 0.47372929 0.54499136 0.40427262] [-0.39570523] [ 0.39904458 0.54247836 0.42941744 0.67591136 0.39363167 0.53781703 0.58025851 0.64702892 0.44849992 0.35579185] [-0.13154996] [ 0.77008181 0.65126488 0.48017883 0.30914442 0.28536365 0.26669145 0.42207831 0.72470423 0.52238026 0.31444734] [ 0.36397573] [ 0.54034235 0.68125344 0.43818742 0.46170134 0.2768492 0.34014977 0.46038798 0.6208278 0.59723327 0.41996009] [ 0.93134316] [ 0.64891742 0.63019832 0.57542864 0.39445042 0.44173393 0.47942481 0.48199059 0.62045635 0.56167936 0.53509641] [ 0.18777913] [ 0.37263708 0.327991 0.69312088 0.46545588 0.48609005 0.72559004 0.38071116 0.44572423 0.29124134 0.47367133] [-0.85377691] [ 0.49893965 0.68651199 0.44018081 0.51198694 0.38400177 0.31603696 0.37552559 0.53540178 0.57827745 0.54234791] [-0.43342304] [ 0.61794542 0.40235517 0.56932595 0.32556087 0.41075057 0.48186244 0.4953757 0.60331859 0.29755155 0.32353473] [ 0.86830689] [ 0.34304215 0.480516 0.51629183 0.5437909 0.41858155 0.50488108 0.44866487 0.46614923 0.4453404 0.39252164] [ 0.81630869] [ 0.82635229 0.42768372 0.60412819 0.24116128 0.34675516 0.15690098 0.48980947 0.73283989 0.5205234 0.19481413] [-0.72130946] [ 0.56412993 0.73193213 0.50868625 0.58556529 0.4277213 0.54910463 0.49626691 0.53934182 0.66237083 0.49157116] [ 0.01019928] [ 0.44813368 0.44214278 0.63409932 0.5411781 0.40352182 0.48991344 0.42736603 0.42961297 0.43097296 0.43466521] [ 2.7779554] [ 0.74429302 0.45321515 0.51432736 0.28464783 0.3639873 0.14015872 0.50042327 0.65179607 0.54192742 0.16897389] [-0.1390659] [ 0.60521325 0.80631238 0.46510077 0.60111478 0.35428708 0.44411156 0.38747557 0.69333052 0.67325418 0.51349657] [-1.14084036] [ 0.71116182 0.62256648 0.53311851 0.45430754 0.38247363 0.48088015 0.50294103 0.65232659 0.54489436 0.36309989] [-0.36384464] [ 0.47185764 0.66757076 0.46123777 0.64181778 0.44892463 0.4945699 0.46055208 0.53682014 0.64411191 0.42205659] [-0.30819191] [ 0.36633614 0.58371111 0.3602827 0.46771125 0.41165393 0.59664998 0.38947488 0.58358486 0.52790259 0.43347668] [ 0.75774794] [ 0.54058269 0.68607586 0.58137157 0.35414187 0.46098685 0.50485521 0.40879315 0.58394034 0.66898826 0.61542949] [ 0.89492433] [ 0.74547303 0.73073555 0.53826476 0.35942139 0.35413269 0.23567165 0.45188473 0.61591502 0.69418668 0.35716649] [-0.79412142] [ 0.46629215 0.62309444 0.52445284 0.56429589 0.33145055 0.48505688 0.43075737 0.60773482 0.43893786 0.36299193] [-0.51634521] [ 0.49079071 0.7479677 0.3897959 0.61682664 0.32322783 0.41701166 0.35012416 0.58572092 0.5671973 0.63811684] [-0.56542061] [ 0.53314722 0.67211976 0.45400268 0.4730912 0.54147237 0.45487029 0.33629834 0.58411812 0.48351396 0.68095756] [-0.16745064] [ 0.56197741 0.47506359 0.6980337 0.31274108 0.57230043 0.50651359 0.44036087 0.63403158 0.50242767 0.52735652] [ 0.1288998] [ 0.34820677 0.5808386 0.39573505 0.70186521 0.29623313 0.37003483 0.4310031 0.44245811 0.56188425 0.38115332] [ 0.81446191] [ 0.70696806 0.60040397 0.53791733 0.32864315 0.32868407 0.17422063 0.45189821 0.63561991 0.55880173 0.2651283 ] [ 0.32009882] [ 0.667333 0.61179796 0.4980069 0.40204228 0.32895671 0.20465832 0.50716261 0.69617934 0.52358673 0.3259405 ] [-1.12154183] [ 0.80912677 0.56962529 0.59732036 0.32250426 0.25855787 0.22045453 0.52546709 0.74336068 0.6529525 0.303576 ] [ 0.36704911] [ 0.46824379 0.27068532 0.69564568 0.3996513 0.42341415 0.47600686 0.48321275 0.53001319 0.37555644 0.30857624] [-0.03833427] [ 0.42853343 0.50461498 0.62498187 0.49230635 0.52042023 0.50573725 0.34525629 0.44605802 0.51397657 0.52290114] [ 0.41765861] [ 0.46960717 0.59910115 0.48170887 0.47199602 0.28548169 0.32506084 0.46662963 0.58419969 0.50211607 0.36456872] [ 0.36319033] [ 0.36258505 0.54358175 0.47024476 0.49006519 0.37618092 0.51820616 0.45259456 0.44544263 0.504146 0.40338396] [ 0.93830898] [ 0.47544603 0.5296107 0.49007556 0.4388534 0.39901865 0.38752797 0.41023205 0.65142304 0.39302345 0.43843592] [ 0.37520695] [ 0.38570937 0.63435256 0.49002347 0.31823295 0.46527041 0.46860316 0.38440652 0.53244427 0.44610008 0.48249769] [ 0.66741187] [ 0.56662629 0.7930827 0.3976047 0.60787359 0.27385443 0.31020739 0.47458565 0.61582086 0.60242507 0.62691413] [ 1.6673117] [ 0.59182964 0.51389236 0.55419187 0.52723029 0.40327668 0.37033184 0.43191107 0.6739772 0.47266094 0.27920496] [-0.10750179] [ 0.83528474 0.43515412 0.62553075 0.35701803 0.23066403 0.1231533 0.47962834 0.72843096 0.44182866 0.15555458] [ 1.06274897] [ 0.54687892 0.57292999 0.46614262 0.33119785 0.27953053 0.30655981 0.5372633 0.65097601 0.56654922 0.34161283] [ 0.41409428] [ 0.55285365 0.33755862 0.69418029 0.37527232 0.54680932 0.48309676 0.41074325 0.48866871 0.38964958 0.40669094] [ 0.83176248] [ 0.59651999 0.65053526 0.47018751 0.51533241 0.26971664 0.2723453 0.49847091 0.65754379 0.54691006 0.37635644] [-0.68870996] [ 0.59077429 0.68317009 0.45223614 0.57790317 0.46505497 0.53786707 0.45630748 0.66733698 0.52965754 0.43823293] [ 0.56491687] [ 0.7915544 0.38591186 0.68023705 0.23188513 0.50328934 0.3243338 0.6233246 0.61793513 0.51201639 0.27530218] [-0.15411802] [ 0.45285731 0.45662617 0.42859715 0.65175937 0.53799612 0.72341007 0.45823138 0.51635628 0.25378645 0.55356874] [-0.11199609] [ 0.57056609 0.45819051 0.62277014 0.40022093 0.58770477 0.54834246 0.39002136 0.57163105 0.49079602 0.45007974] [-0.44081083] [ 0.72751454 0.71709602 0.43671548 0.32918964 0.37866489 0.46433843 0.60697815 0.6581415 0.60940542 0.42322964] [ 0.17627339] [ 0.71890822 0.63285307 0.55485222 0.54097682 0.40521485 0.39105717 0.49234294 0.76283145 0.56048887 0.38579707] [-0.38366238] [ 0.77788564 0.59491919 0.55921818 0.36694736 0.22498931 0.20856336 0.5531198 0.76638946 0.56600396 0.26903544] [ 1.14430474] [ 0.65318612 0.66326742 0.44065323 0.56316027 0.32771813 0.19040593 0.42025914 0.64115162 0.54321403 0.44483821] [-0.81470419] [ 0.66152614 0.64306034 0.4722197 0.48827987 0.29148565 0.27891155 0.50091502 0.59914826 0.61140401 0.33963184] [ 0.50706973] [ 0.59393677 0.5019449 0.53135326 0.41180037 0.55065705 0.37046398 0.4833422 0.52351801 0.4932521 0.35220544] [ 0.76858906] [ 0.70403708 0.43987284 0.55423436 0.46650913 0.33953275 0.34752564 0.50670459 0.75460912 0.40482961 0.26455197] [ 1.78145379] [ 0.69973989 0.58019174 0.54313235 0.4948906 0.4324649 0.34231208 0.4303157 0.59263287 0.63161296 0.29812974] [ 0.25266606] [ 0.2709116 0.45771542 0.6265356 0.47272981 0.506208 0.65019262 0.39154335 0.43697091 0.37643125 0.60589433] [-0.78118951] [ 0.4741922 0.73851257 0.39871906 0.55674888 0.31391531 0.41973198 0.3761278 0.57083592 0.64079008 0.49083194] [-0.05176017] [ 0.76161227 0.38850249 0.56251588 0.42229614 0.27593408 0.31400974 0.39413342 0.71313443 0.42406555 0.25308155] [ 0.41119621] [ 0.6235015 0.63239531 0.54901733 0.51537531 0.45960481 0.40597578 0.48463365 0.59999633 0.55883601 0.45916682] [ 0.09181574] [ 0.51989898 0.61136936 0.4950694 0.47595606 0.4065436 0.28114595 0.47195793 0.58846195 0.47405293 0.55557555] [-0.7414568] [ 0.65766558 0.76561084 0.41238389 0.53764618 0.34831058 0.36261006 0.51940622 0.65563863 0.64123012 0.39262033] [-0.44034875] [ 0.46054293 0.67659525 0.53194151 0.48532493 0.45909519 0.56112048 0.50526593 0.47678267 0.60090091 0.59493686] [-1.0307681] [ 0.53016305 0.64864064 0.42368345 0.48653346 0.29907752 0.36054227 0.46440279 0.46974306 0.65080114 0.37311366] [ 0.10031743] [ 0.23115831 0.53987254 0.5000482 0.52053659 0.50842303 0.80525554 0.39160214 0.50673224 0.55761641 0.63680978] [ 0.22001587] [ 0.54266087 0.21900016 0.67083891 0.44347601 0.42424605 0.50868935 0.37043965 0.53035054 0.32350226 0.28545251] [ 0.37529579] [ 0.4017014 0.5029089 0.46448975 0.49968223 0.38778539 0.36546748 0.43562853 0.49480147 0.53079719 0.37360241] [-0.0816834] [ 0.58230369 0.66418501 0.41838967 0.47825529 0.33090394 0.25711986 0.47449965 0.57617396 0.5340595 0.55067336] [ 1.70988832] [ 0.71388639 0.52871953 0.52834716 0.38546588 0.310751 0.24594877 0.4069898 0.77453973 0.46102785 0.26984149] [ 0.14047003] [ 0.25754318 0.66365909 0.37472342 0.71659379 0.48103954 0.73376806 0.40500252 0.52343388 0.64035289 0.65939174] [ 0.90812512] [ 0.56332676 0.69642416 0.53264137 0.67452878 0.46748544 0.57264912 0.41369383 0.58939568 0.52340498 0.53374549] [-0.18578329] [ 0.52816513 0.15417441 0.73102163 0.33061639 0.47451915 0.33886233 0.52414302 0.47829231 0.32178742 0.18920558] [ 1.30945595] [ 0.53333999 0.51767588 0.58220981 0.52983336 0.30981793 0.5348022 0.41346574 0.69216889 0.48612057 0.38487014] [ 0.07829551] [ 0.49470028 0.43739276 0.51329753 0.37518626 0.45636956 0.49720336 0.39452666 0.54935531 0.34355646 0.45697623] [-0.5537232] [ 0.80731999 0.45968881 0.60114907 0.28770312 0.34986858 0.21142073 0.40880801 0.77930642 0.53653494 0.25757382] [-0.5050988] [ 0.77935182 0.35097813 0.64864421 0.35737664 0.5542619 0.2543007 0.46888497 0.63431586 0.32282954 0.35677547] [ 0.70042881] [ 0.57491398 0.53032805 0.5424971 0.36066933 0.36357553 0.31797787 0.4863195 0.63415676 0.52030414 0.36905546] [-0.17390104] [ 0.51819643 0.51506048 0.46160824 0.51137016 0.35318224 0.30646878 0.37374853 0.65507132 0.46980703 0.34886887] [-0.07535119] [ 0.3802393 0.31009103 0.68430252 0.46711055 0.46795124 0.60850254 0.35661245 0.37226492 0.3066275 0.43945169] [ 0.16330594] [ 0.29797511 0.57264929 0.47735898 0.58476795 0.37152531 0.56134567 0.40375053 0.51459347 0.52822972 0.47057453] [-0.44437162] [ 0.36731824 0.32480286 0.59539979 0.53732395 0.38277868 0.57804641 0.44361698 0.48261625 0.43135417 0.34238759] [-0.09305904] [ 0.53980501 0.62567389 0.36467082 0.50508762 0.39226289 0.4066982 0.40599751 0.58420626 0.55888708 0.49469142] [-0.51908141] [ 0.63012009 0.70677246 0.48116667 0.5529246 0.26770179 0.39483396 0.40847544 0.52978039 0.55499302 0.47612124] [ 0.51523276] [ 0.54699844 0.38976761 0.59064303 0.28946547 0.54409021 0.46116077 0.44017208 0.60005553 0.46702936 0.36815097] [ 2.98109783] [ 0.66628747 0.64727162 0.46239167 0.60179552 0.22523277 0.2298519 0.44586657 0.7375728 0.53714781 0.26405402] [ 0.2872499] [ 0.39597667 0.70903074 0.52712139 0.58460302 0.39978737 0.58641311 0.44735891 0.53514732 0.58972873 0.54060393] [ 0.17678416] [ 0.40650217 0.59656996 0.47646967 0.61438639 0.39859333 0.53044951 0.5100097 0.54326927 0.49647912 0.31065198] [-0.05850391] [ 0.60689747 0.51334693 0.53297973 0.38932302 0.37126738 0.37988923 0.4206082 0.60982542 0.53282747 0.39908027] [ 0.670694] [ 0.67283125 0.66595906 0.59547904 0.54744076 0.4781197 0.44274375 0.38313288 0.61034954 0.59576417 0.46340137] [ 0.97270859] [ 0.70214007 0.65049694 0.4413643 0.37462274 0.22813146 0.18769827 0.51930915 0.66702287 0.56669341 0.24051281] [ 0.54666286] [ 0.66915634 0.54907486 0.60376085 0.39805355 0.47646934 0.38405796 0.54174931 0.64065987 0.52289898 0.4049569 ] [ 0.95169864] [ 0.80204419 0.70806895 0.60649146 0.24854648 0.38890101 0.35738476 0.6185731 0.69244335 0.56409523 0.42100258] [-0.61276798] [ 0.57028849 0.54374161 0.5448075 0.47500803 0.45140552 0.5346311 0.46384149 0.56540303 0.37805207 0.47312416] [ 0.18317311] [ 0.37487806 0.72620322 0.41110704 0.67238826 0.44325688 0.55549834 0.41462446 0.60417388 0.60958618 0.48255094] [ 0.43470377] [ 0.47360457 0.59736987 0.43082932 0.62579871 0.38781905 0.60348186 0.51858105 0.58375949 0.48143223 0.45730674] [ 0.26447493] [ 0.74168629 0.68956681 0.58367048 0.55334418 0.42341521 0.34490315 0.45211674 0.71202049 0.65071277 0.39698991] [-0.51699812] [ 0.79234622 0.45720335 0.67557421 0.35022799 0.53563355 0.25396732 0.4877065 0.65064141 0.43103304 0.36401464] [ 0.39122637] [ 0.72504303 0.6854011 0.56170845 0.38210548 0.35097344 0.27529296 0.51425583 0.64942689 0.67865069 0.39586906] [ 0.59297614] [ 0.37302963 0.4540675 0.51496105 0.44153031 0.51282164 0.57611462 0.42730108 0.45074236 0.51753496 0.49103071] [ 2.80199018] [ 0.84278138 0.59247043 0.55989262 0.36829462 0.26612486 0.12984658 0.52879905 0.72649774 0.56146672 0.18531458] [ 0.21584202] [ 0.78358946 0.55185737 0.56179122 0.38202109 0.24978041 0.14659255 0.43476943 0.69353774 0.49334007 0.22991544] [ 0.60348055] [ 0.65181365 0.73205703 0.51191 0.50996704 0.35974809 0.40149652 0.58641221 0.7021596 0.60464707 0.44935192] [ 0.87464239] [ 0.43018186 0.319387 0.54022291 0.21106317 0.47184374 0.42153807 0.49832676 0.55183281 0.39379185 0.27120945] [ 0.20827464] [ 0.25171071 0.30285098 0.62143405 0.61713919 0.45147228 0.67010403 0.32527134 0.27102121 0.31199482 0.42933846] [-0.29506246] [ 0.59546286 0.64205908 0.44341644 0.42452681 0.46924995 0.2863141 0.51593181 0.64601101 0.48982687 0.48022015] [-0.52529092] [ 0.50276337 0.7949551 0.34621816 0.62870349 0.29379276 0.52863087 0.36533547 0.57815604 0.62534403 0.61627535] [-0.15317779] [ 0.21986622 0.27701235 0.48025064 0.61871369 0.55137433 0.66825425 0.44250802 0.41844173 0.25654517 0.36270972] [ 0.21406517] [ 0.47176946 0.65242697 0.46954093 0.54632163 0.35531401 0.52069254 0.33546884 0.58998317 0.47723619 0.47210001] [-0.6281696] [ 0.66997699 0.70729845 0.58142528 0.44648092 0.45463312 0.39063311 0.45475826 0.59609404 0.63930852 0.43523306] [ 0.73172525] [ 0.74725318 0.5836334 0.5826828 0.30166609 0.42064041 0.23884418 0.64144707 0.6681907 0.62454514 0.24483073] [-0.14668092] [ 0.69476169 0.71665595 0.45466512 0.46025259 0.2822031 0.28684584 0.44864306 0.65332467 0.60442944 0.52391725] [-0.23269524] [ 0.47396421 0.3638492 0.6685817 0.43536128 0.40116792 0.43762696 0.54659398 0.5810702 0.41990398 0.35326506] [ 1.86150299] [ 0.77591137 0.44797475 0.58118788 0.36281243 0.35350939 0.19681251 0.52355918 0.76451753 0.408971 0.23592815] [ 0.19280505] [ 0.57246221 0.6973034 0.43037024 0.52888671 0.40927988 0.48974464 0.40549637 0.70270158 0.60364659 0.64715589] [-0.13675001] [ 0.4836259 0.71388306 0.39856354 0.56682087 0.50154152 0.70331922 0.40459293 0.56510473 0.43531144 0.71699677] [-0.04888671] [ 0.40401759 0.69518223 0.33977348 0.68231267 0.44485996 0.69555507 0.42086242 0.63441405 0.62329619 0.55844157] [-0.35392558] [ 0.6413067 0.32049382 0.68315878 0.33858592 0.54285144 0.45485835 0.47580901 0.44041017 0.40097987 0.37141634] [ 0.25840436] [ 0.25893476 0.69795706 0.32839932 0.5733222 0.49598705 0.80331478 0.25666592 0.49535734 0.44314854 0.69691884] [ 0.34240864] [ 0.78025094 0.44561121 0.7048522 0.40034212 0.5256149 0.29673106 0.47538161 0.68012075 0.47848351 0.31215133] [ 0.11306711] [ 0.73396262 0.65480658 0.48271153 0.36914134 0.32930266 0.22165119 0.44229529 0.62312782 0.53441371 0.29071387] [ 1.62514875] [ 0.75249384 0.48567309 0.6205501 0.32782669 0.46858437 0.30755085 0.51257441 0.70159863 0.49491973 0.35450144] [-0.22710588] [ 0.81665646 0.44888491 0.6325531 0.33891532 0.3578302 0.2180921 0.5512715 0.76652496 0.38436563 0.22562476] [ 2.36441735] [ 0.7019921 0.46502748 0.55890177 0.39921127 0.36033021 0.30018222 0.47928491 0.70761446 0.48007827 0.23908096] [-0.68389543] [ 0.62973193 0.66639338 0.42307258 0.60347703 0.23742503 0.46024907 0.34424332 0.61888536 0.56409167 0.4215111 ] [ 2.80872119] [ 0.55785896 0.65857837 0.40507966 0.50057101 0.35699227 0.36316106 0.38560216 0.64812717 0.58074716 0.37006502] [ 0.55922036] [ 0.52843528 0.62390525 0.38957726 0.47056115 0.28006957 0.40531048 0.40975993 0.61250197 0.45666008 0.39589791] [-0.56139361] [ 0.69807496 0.71501526 0.45060175 0.40089003 0.31659798 0.28556902 0.49406723 0.69940007 0.63584767 0.40905985] [-0.34295181] [ 0.7198911 0.65470049 0.51235361 0.47928215 0.28004779 0.25216052 0.5203542 0.59584352 0.59207717 0.39747618] [-0.59113933] [ 0.36428427 0.61305393 0.40340488 0.61441953 0.29147934 0.46506482 0.42328691 0.42905418 0.64921404 0.40284566] [ 0.03173261] [ 0.58535971 0.60453546 0.56939995 0.62253972 0.42101521 0.38184868 0.44704424 0.6291064 0.51649977 0.40107851] [ 1.1363064] [ 0.79030321 0.4749581 0.54413941 0.24700645 0.39777087 0.20421824 0.61299479 0.72027706 0.50935045 0.22093986] [-0.37606517] [ 0.43517086 0.63777479 0.54047303 0.49030178 0.39427414 0.56923232 0.46617298 0.56969647 0.40581454 0.48626845] [-0.4815229] [ 0.48725885 0.45075877 0.51004233 0.50231284 0.457976 0.68500054 0.50205624 0.53706724 0.46879988 0.50085756] Progress: 17.7% ... Training loss: 0.550 ... Validation loss: 0.823[ 0.62649473] [ 0.5478407 0.71990716 0.39573348 0.7155525 0.23484745 0.3241769 0.39895755 0.54777195 0.62987181 0.42509018] [-0.73041276] [ 0.51620493 0.69030529 0.47206858 0.57973105 0.35829873 0.556008 0.44102765 0.51235349 0.6097948 0.55242601] [-0.3650768] [ 0.34161037 0.47749402 0.47047092 0.59829482 0.45043349 0.71563761 0.44120365 0.5133946 0.360235 0.52065422] [-0.31940233] [ 0.36897945 0.57113359 0.38038548 0.5964485 0.42037921 0.46912263 0.39566751 0.57738285 0.45860267 0.46130646] [-0.77385033] [ 0.4891608 0.4503461 0.5106724 0.50128281 0.45662116 0.68272075 0.50294148 0.53912782 0.46980014 0.49913322] [ 1.21362028] [ 0.27374165 0.77032467 0.33304366 0.68280874 0.36166565 0.62690741 0.31882369 0.51867678 0.50122594 0.67215935] [-0.45415648] [ 0.46477973 0.641685 0.49242004 0.50131895 0.47806762 0.58177927 0.47512615 0.6631719 0.66426831 0.66620443] [-0.38949145] [ 0.41277442 0.4774808 0.55036663 0.49556476 0.51469989 0.45172902 0.4238711 0.41592372 0.5823558 0.39268641] [-0.19115153] [ 0.46959167 0.34244554 0.52968791 0.36311113 0.55711263 0.61096675 0.47958791 0.62594682 0.40885936 0.34444109] [ 0.28318] [ 0.21728402 0.70490356 0.41355788 0.6956536 0.49707746 0.77534684 0.27158147 0.32655778 0.46262487 0.76621794] [ 2.01321345] [ 0.62263319 0.72873609 0.40941538 0.48370558 0.42003887 0.50377879 0.50512543 0.67581187 0.59448946 0.46288845] [-1.0127156] [ 0.56510642 0.73033173 0.36055832 0.6751514 0.29123918 0.42843093 0.3382151 0.51008314 0.51599001 0.49015223] [-0.58401763] [ 0.45088535 0.64382784 0.39482633 0.56748076 0.30431821 0.52269568 0.45911187 0.74864426 0.54927518 0.40335973] [-0.93685701] [ 0.53424421 0.59042016 0.54761676 0.61879926 0.42487739 0.49933163 0.42742847 0.56621405 0.49931564 0.42721431] [-0.55159299] [ 0.47080896 0.48052185 0.57444668 0.35271117 0.44231467 0.54924638 0.40003289 0.4105761 0.3916413 0.44205992] [ 0.77642115] [ 0.85148662 0.43940927 0.67019856 0.16224946 0.38831774 0.18397953 0.62175239 0.70214868 0.5267775 0.24562925] [ 0.0847144] [ 0.21914618 0.56696066 0.43448141 0.58657181 0.58257802 0.70595968 0.35114378 0.31484953 0.43774718 0.67333369] [-0.69117142] [ 0.59662886 0.50402103 0.57166065 0.21417744 0.4892545 0.53446051 0.49931481 0.56877423 0.48515351 0.47751885] [ 0.28375714] [ 0.49133739 0.54103107 0.54586718 0.60219559 0.52852132 0.48588542 0.42731856 0.53725281 0.41741663 0.55442477] [-0.8350503] [ 0.42327478 0.36758303 0.6934748 0.39680494 0.51727925 0.5072995 0.41029338 0.37355785 0.29278457 0.40743412] [ 0.15881836] [ 0.50668033 0.60709878 0.48754045 0.53359564 0.31554165 0.33401942 0.39840474 0.67444631 0.50088955 0.40825905] [-0.60204783] [ 0.33258784 0.60497099 0.44969759 0.54908765 0.35754743 0.47366226 0.42897325 0.46445122 0.44476367 0.49532824] [-0.12824479] [ 0.35545556 0.4199222 0.48236612 0.39755917 0.45161809 0.66841682 0.38860262 0.44426065 0.33460119 0.4841469 ] [-0.17740435] [ 0.23913696 0.55354321 0.43222956 0.4357932 0.46971276 0.65956946 0.42226238 0.31892393 0.5302515 0.56506761] [-0.21732021] [ 0.36090044 0.34942948 0.63928173 0.42055083 0.55798763 0.69593559 0.39435951 0.38964519 0.43858099 0.4910878 ] [-0.28183772] [ 0.51786528 0.43781148 0.53636511 0.33318046 0.38303196 0.38734373 0.50004224 0.52249317 0.49715972 0.360808 ] [-0.71028041] [ 0.38056198 0.57057295 0.42784578 0.66483752 0.33324127 0.48365574 0.44023471 0.44160742 0.59144713 0.3778317 ] [-0.07139353] [ 0.82661334 0.63422844 0.54433642 0.34062516 0.27744393 0.17712058 0.52034252 0.67644707 0.58064851 0.36140517] [ 0.88527074] [ 0.70880832 0.78488992 0.52741059 0.44569003 0.35623735 0.49482975 0.50616494 0.6249575 0.70930869 0.51817515] [-0.24874502] [ 0.72367916 0.52557135 0.57418263 0.37623055 0.49672303 0.37165602 0.47404135 0.6399619 0.44571924 0.37675063] [-0.87596001] [ 0.82580158 0.43509555 0.64747438 0.32539346 0.46951522 0.25987215 0.54597531 0.71970993 0.49674584 0.26998208] [-0.15100039] [ 0.54791527 0.49794884 0.61288578 0.45633596 0.44107747 0.58366745 0.48125403 0.65782622 0.46369134 0.43783967] [-0.4088056] [ 0.58352256 0.60028724 0.51482903 0.55734862 0.47140648 0.49283425 0.43219268 0.59226495 0.55796043 0.47134973] [-0.54198677] [ 0.37674224 0.29411017 0.72451156 0.40913026 0.46682967 0.5767809 0.42101585 0.45252047 0.29121881 0.44007191] [-0.97426685] [ 0.62898486 0.76967136 0.35948824 0.57134968 0.40551153 0.48808537 0.43632667 0.65024537 0.58804415 0.40219646] [ 1.16701833] [ 0.67517312 0.650181 0.46503583 0.44049013 0.3216351 0.16824135 0.43631625 0.67760853 0.57427164 0.37074897] [ 0.04045616] [ 0.23755831 0.58661642 0.48312383 0.615829 0.43449454 0.70644698 0.29470336 0.31850197 0.4857344 0.64219053] [-1.25643788] [ 0.71584612 0.4914357 0.57559304 0.47806719 0.49387136 0.46558642 0.43993604 0.77161787 0.53255749 0.32652878] [-0.86872776] [ 0.68034493 0.67626787 0.45277386 0.36970597 0.40102794 0.50924736 0.50371619 0.59157545 0.46828609 0.50875228] [-1.00941699] [ 0.59256271 0.68277672 0.45291815 0.57660415 0.46372906 0.53551798 0.45729159 0.66932133 0.53066748 0.43607871] [-0.45964225] [ 0.40925257 0.39965259 0.51861611 0.34705716 0.52605972 0.59712246 0.40535133 0.39618861 0.38873633 0.49178497] [ 0.06653449] [ 0.65684255 0.64224142 0.53891181 0.51996023 0.3356554 0.2484036 0.4522893 0.60021599 0.60255488 0.33351106] [ 1.20751356] [ 0.66037291 0.63445964 0.49944151 0.45627946 0.235387 0.36115266 0.45916708 0.78055234 0.50110321 0.38589985] [-0.55198541] [ 0.39739531 0.71859788 0.36861166 0.64835373 0.30294839 0.48577226 0.38047366 0.52742323 0.63214685 0.50010062] [-0.49333059] [ 0.31450246 0.48938005 0.43331283 0.5789022 0.51854607 0.62418799 0.33515123 0.50938293 0.46563908 0.53959806] [-0.9452783] [ 0.51722708 0.59335742 0.57911241 0.61009471 0.43365158 0.55023906 0.44995339 0.54317015 0.51913931 0.42816191] [-0.66254429] [ 0.57374439 0.55186786 0.62314259 0.37154837 0.52406197 0.53896218 0.39094218 0.69773061 0.41941961 0.55090457] [-0.35797752] [ 0.57948368 0.55757832 0.44231026 0.4751853 0.41602674 0.69652606 0.51384261 0.64665744 0.37242795 0.49385776] [-0.7087946] [ 0.43095878 0.65426272 0.53621425 0.62132482 0.48629328 0.60310426 0.45846428 0.52569109 0.55217714 0.51134261] [-1.18015425] [ 0.70955172 0.53292385 0.53670852 0.43977239 0.52069949 0.22063325 0.48383394 0.67592219 0.5123293 0.36127414] [-0.11232799] [ 0.48528456 0.59952455 0.49047476 0.26962456 0.46045115 0.38735433 0.41185207 0.47169055 0.51192518 0.37651698] [-0.65483626] [ 0.63401471 0.49356525 0.53538079 0.58216338 0.39508292 0.33834472 0.41694451 0.66723622 0.4875582 0.2378085 ] [ 0.05002732] [ 0.62602033 0.66713307 0.43548193 0.51372367 0.31566848 0.29305251 0.4828188 0.7087709 0.56534291 0.41129448] [-0.61785016] [ 0.50387884 0.73180672 0.35416218 0.66590951 0.31361054 0.64014965 0.29243732 0.56413299 0.53863213 0.64120574] [-1.02650043] [ 0.6389433 0.66452684 0.42653039 0.59714862 0.23254135 0.44844881 0.34887698 0.6300003 0.56906184 0.41075746] [ 0.33297188] [ 0.36092962 0.55528814 0.48313274 0.48666466 0.49181579 0.55427504 0.32837886 0.48202772 0.47999683 0.45627717] [-0.53761499] [ 0.45283846 0.27176577 0.66722365 0.35413883 0.64870883 0.59402148 0.41568751 0.34323551 0.19086537 0.53437906] [ 0.53688357] [ 0.5345647 0.49435493 0.4815501 0.51716174 0.37659451 0.44965662 0.52978746 0.65647891 0.47646208 0.29834178] [ 0.66491705] [ 0.8064384 0.58784197 0.57111639 0.29355118 0.34722375 0.28282148 0.54085674 0.67684921 0.44090166 0.3058683 ] [ 0.19191608] [ 0.32242604 0.48104961 0.48024116 0.46791894 0.4903612 0.61336468 0.45372984 0.54263375 0.57274096 0.43547067] [-0.68506978] [ 0.41539927 0.44640961 0.62205885 0.39511333 0.51826886 0.48341179 0.44466283 0.40191744 0.45073602 0.45751005] [-0.38465141] [ 0.57972597 0.79030368 0.45926817 0.57306612 0.29751093 0.30821763 0.44414108 0.62297808 0.6629232 0.60902116] [ 0.66930527] [ 0.3792437 0.78657396 0.31910092 0.67388534 0.30759366 0.52395795 0.48719863 0.54920104 0.64353149 0.49346498] [ 1.05342515] [ 0.55271193 0.73507734 0.37094024 0.57559338 0.21952392 0.30424959 0.45902928 0.66231441 0.58128127 0.34994191] [-0.11910403] [ 0.64112629 0.68702855 0.47511617 0.48399553 0.36523294 0.38106793 0.49986909 0.6735621 0.6303772 0.33367588] [-0.07565582] [ 0.20862664 0.69327683 0.34767286 0.61526084 0.47833572 0.68886189 0.34788951 0.38008886 0.4286852 0.63244629] [-0.35485068] [ 0.44101407 0.78305328 0.40484538 0.7802754 0.50553748 0.56394344 0.3509883 0.48506841 0.49544588 0.74775934] [-0.67713173] [ 0.40390794 0.33197173 0.63291632 0.51062784 0.54485788 0.43172591 0.44745587 0.434736 0.2736513 0.60420859] [ 0.3342764] [ 0.79593932 0.58802858 0.65166123 0.30274876 0.45541238 0.33064185 0.6449135 0.66893933 0.57714769 0.33390473] [ 2.10836172] [ 0.65943388 0.57296121 0.49620849 0.41997887 0.35319976 0.45405443 0.50312952 0.70532322 0.58679587 0.32848477] [-1.03685613] [ 0.71640958 0.50800158 0.54175572 0.46434721 0.45940144 0.40930769 0.53870535 0.66417813 0.43749403 0.40258576] [-0.41101617] [ 0.39886311 0.57128775 0.48805957 0.55500284 0.62578329 0.57688347 0.33988494 0.48215111 0.40791851 0.69730759] [ 0.14796693] [ 0.4217679 0.63562764 0.50636453 0.60188262 0.46570239 0.54497186 0.43600139 0.48070151 0.60405894 0.4818587 ] [ 0.93442727] [ 0.53562247 0.80524002 0.35106627 0.59654573 0.26973531 0.46128809 0.53692883 0.74406187 0.68265729 0.42379701] [ 0.32693452] [ 0.55222764 0.62999819 0.48510596 0.40419025 0.40118751 0.63161556 0.44885587 0.7330919 0.63231599 0.48096863] [-0.14058333] [ 0.67800944 0.64878573 0.58594397 0.57487413 0.42116392 0.40801222 0.47470711 0.62498859 0.5593805 0.47141515] [-0.89301179] [ 0.55937062 0.57235705 0.46489452 0.5209029 0.33399744 0.25134941 0.38748535 0.58865994 0.53238055 0.28203542] [ 0.49289357] [ 0.7055224 0.36626143 0.66387797 0.31082437 0.40201685 0.3874809 0.51781456 0.64813461 0.39408132 0.26982576] [-0.23698875] [ 0.31906658 0.72023909 0.35837263 0.68064397 0.45477055 0.73462572 0.35084939 0.52803017 0.51686684 0.67397366] [-0.21561412] [ 0.62682978 0.52777992 0.5722639 0.35301825 0.44983753 0.36430316 0.45171569 0.65572885 0.51301566 0.46993806] [-0.78757219] [ 0.85399924 0.67713511 0.61410619 0.42057077 0.42918711 0.22363378 0.49957161 0.78506084 0.71137021 0.2872101 ] [-0.54951593] [ 0.8051214 0.58293245 0.54914489 0.29627146 0.29124375 0.15834869 0.51919727 0.63450638 0.60020031 0.25813585] [ 0.16781733] [ 0.20064177 0.65615189 0.34719328 0.73617221 0.48310524 0.85769879 0.42716569 0.45476623 0.4345128 0.7122085 ] [-0.48357342] [ 0.37338523 0.64525929 0.39242737 0.53620988 0.50354647 0.63643658 0.3474585 0.46661135 0.51757259 0.57539137] [-0.41810357] [ 0.38208994 0.69597556 0.41330787 0.61795032 0.44383432 0.69288715 0.42420969 0.53757838 0.40699497 0.61165181] [ 0.09560105] [ 0.48975898 0.60723801 0.4387553 0.55842833 0.32384686 0.53351964 0.56983758 0.77668562 0.44555506 0.3398234 ] [-0.98437067] [ 0.57159849 0.52768286 0.62145022 0.35512516 0.61480039 0.40184073 0.42348072 0.58602155 0.39085548 0.62260922] [ 0.93435364] [ 0.26658047 0.44719306 0.52492719 0.52352634 0.48735793 0.73487012 0.45135386 0.39870755 0.50181388 0.50934654] [ 0.33475863] [ 0.39899793 0.54147728 0.57493516 0.39761203 0.46272101 0.51242295 0.45351079 0.58466815 0.36243775 0.47136471] [-0.24874502] [ 0.72367916 0.52557135 0.57418263 0.37623055 0.49672303 0.37165602 0.47404135 0.6399619 0.44571924 0.37675063] [-0.10561178] [ 0.32444164 0.5377545 0.5690371 0.67704497 0.40712578 0.62564436 0.28746087 0.3942707 0.51599788 0.49494415] [-0.69006931] [ 0.67430223 0.77937959 0.36900385 0.3189339 0.32471456 0.35859781 0.45579549 0.65157566 0.59244312 0.48859851] [-0.24941778] [ 0.70156308 0.57174079 0.59030463 0.50899522 0.3976379 0.34802316 0.47666056 0.62636919 0.53277513 0.37048848] [ 0.0420303] [ 0.42129416 0.62214817 0.40479871 0.60908745 0.28198316 0.28932815 0.35900476 0.59164625 0.56167322 0.30615812] [ 0.08972132] [ 0.22072551 0.3926762 0.53673474 0.57556003 0.42513213 0.82936799 0.35754162 0.34105731 0.37108859 0.58478616] [-0.04656639] [ 0.63503938 0.70712696 0.44696062 0.54574848 0.34491073 0.39842795 0.57075092 0.70807809 0.55194802 0.45720945] [-0.13893023] [ 0.575659 0.69677299 0.43143215 0.52674337 0.40719368 0.48502651 0.40700739 0.70582598 0.6050609 0.64318397] [-0.04606876] [ 0.58204114 0.6258378 0.45775382 0.5474144 0.33234604 0.19665575 0.44574136 0.66140778 0.51423925 0.4292273 ] [ 0.7273794] [ 0.62783383 0.55670344 0.4397594 0.48330242 0.33112064 0.27054563 0.44992848 0.64276662 0.56599228 0.30121472] [-0.76449937] [ 0.54135854 0.7263344 0.44766741 0.54416417 0.29224266 0.55584133 0.44719423 0.6017368 0.61798366 0.58052273] [-0.0725167] [ 0.52586605 0.58278411 0.63411579 0.34697675 0.50831458 0.54806237 0.3958432 0.48472277 0.40378173 0.55705397] [-0.86114056] [ 0.62728233 0.47495997 0.45542574 0.53205544 0.33905893 0.23554086 0.44422531 0.52242318 0.53109154 0.23467021] [-1.08963814] [ 0.58196538 0.58044866 0.45067916 0.64283119 0.53747887 0.40047843 0.35484168 0.60739959 0.46456461 0.50703008] [-0.72533955] [ 0.52210567 0.65036426 0.44470207 0.60702725 0.27573599 0.39263976 0.41364711 0.4943285 0.58820677 0.40446118] [-0.50935788] [ 0.77912583 0.48443721 0.59565244 0.38601259 0.46254883 0.26742723 0.52543182 0.63139 0.49823485 0.21457818] [ 0.67087673] [ 0.32738056 0.62735703 0.44606914 0.42682243 0.4470796 0.51223161 0.37175326 0.56941105 0.45608932 0.49822592] [-0.44057976] [ 0.78156955 0.45505738 0.68216391 0.3389449 0.47716653 0.26205659 0.50645774 0.71438627 0.48636346 0.39077917] [-0.53043299] [ 0.42526121 0.42678379 0.57057431 0.52026716 0.42804628 0.57422557 0.44604982 0.62705206 0.45323 0.43782844] [ 0.06649018] [ 0.20936265 0.57745071 0.37834461 0.67955776 0.48298242 0.73020535 0.44241925 0.53782846 0.39581261 0.54089882] [-0.794041] [ 0.38263341 0.6786761 0.43135106 0.65423552 0.40170645 0.46447721 0.35923918 0.50648333 0.56687013 0.48994812] [-0.1341602] [ 0.59543786 0.46685838 0.49401202 0.42704469 0.38066155 0.48285702 0.47908214 0.66569104 0.51844659 0.26588073] [ 1.0881877] [ 0.70305906 0.5295744 0.61355666 0.50621193 0.41442748 0.48652188 0.4408273 0.78110448 0.46009421 0.4012555 ] [ 0.98344983] [ 0.24607592 0.49868176 0.47969432 0.72544447 0.36362311 0.55153134 0.36687629 0.47723048 0.46875174 0.50897105] [-0.28308719] [ 0.5057524 0.62750512 0.50153564 0.62289578 0.27885808 0.50298074 0.3321922 0.4128615 0.46442449 0.5087424 ] [ 0.47105618] [ 0.30266185 0.54219145 0.47500224 0.42434969 0.49444513 0.61714382 0.41636346 0.35313702 0.51627714 0.55584652] [-1.09956285] [ 0.50740282 0.36657789 0.63266277 0.5082736 0.37554155 0.43686654 0.39174871 0.54183021 0.39681439 0.3434927 ] [ 0.50677628] [ 0.589088 0.52844543 0.46771727 0.46142359 0.4913315 0.36938155 0.58807726 0.57863902 0.48753483 0.44956317] [ 1.27013183] [ 0.606622 0.6400488 0.46960692 0.57188458 0.22965928 0.28134428 0.39569021 0.54627248 0.59765218 0.31576965] [-0.13564836] [ 0.31723402 0.58598313 0.44899355 0.72677106 0.51156759 0.7257935 0.45243881 0.48271035 0.47789691 0.60675067] [ 0.02949295] [ 0.61537793 0.34767882 0.66805149 0.38059798 0.3670142 0.36393072 0.52462699 0.71875175 0.30432221 0.24950326] [ 0.49339936] [ 0.60365219 0.66652789 0.50179525 0.63899384 0.38347079 0.42828952 0.45707714 0.63788002 0.60047829 0.45389082] [-0.05984387] [ 0.34798203 0.71606324 0.44014227 0.56328625 0.39269608 0.60087175 0.37128435 0.45225541 0.61966547 0.61647838] [-0.65191391] [ 0.46942564 0.73305186 0.32727348 0.69868707 0.41091505 0.57649184 0.4525797 0.60871319 0.49880955 0.60465124] [ 0.30521079] [ 0.62929571 0.51645921 0.49054891 0.3353208 0.25982972 0.23817313 0.52438262 0.6424822 0.47923223 0.23537756] [-0.62348413] [ 0.61900568 0.63334602 0.50611462 0.44450065 0.31378228 0.19821294 0.46640257 0.64164071 0.54966367 0.32196261] [-0.01783541] [ 0.74121985 0.80139509 0.42112291 0.49144204 0.20827744 0.24967985 0.46190577 0.68977515 0.63994387 0.36748665] [ 0.18924597] [ 0.51759706 0.73617344 0.48220162 0.70441349 0.39926786 0.43870553 0.44087124 0.64228549 0.63159153 0.47428876] [-0.72196938] [ 0.69293217 0.73043221 0.54220384 0.57199491 0.49676147 0.38358893 0.40227598 0.66104651 0.62303082 0.57715378] Progress: 18.0% ... Training loss: 0.525 ... Validation loss: 0.875[-0.44342201] [ 0.68441715 0.43096998 0.61657822 0.37634749 0.43153113 0.28571224 0.42085892 0.62631277 0.50846724 0.33930245] [-0.86965104] [ 0.55441791 0.8137089 0.35668248 0.61383906 0.32182842 0.39622695 0.43551411 0.54334078 0.61483393 0.55009308] [-0.31600613] [ 0.49560047 0.49648796 0.50494234 0.48170464 0.52058988 0.68526878 0.42605802 0.58364172 0.35607295 0.60781014] [ 1.13520735] [ 0.43414777 0.60399311 0.51067393 0.52552961 0.39497256 0.68972581 0.44312872 0.64751115 0.38687567 0.52154055] [-0.17494785] [ 0.39365487 0.18674122 0.72613158 0.4628148 0.45913456 0.50132555 0.49941688 0.50663779 0.27030051 0.32649527] [ 0.41474189] [ 0.72513622 0.82096736 0.50204134 0.39683446 0.31976768 0.4452186 0.57261424 0.69254109 0.66520975 0.50722789] [-0.45111159] [ 0.51952584 0.58351404 0.58266593 0.44127137 0.40057795 0.54329327 0.46324352 0.54657988 0.38724759 0.45041242] [ 0.43825713] [ 0.71697895 0.68723948 0.49947743 0.3402446 0.26156605 0.31431879 0.58602216 0.78594584 0.55604015 0.26207992] [ 1.66383339] [ 0.77854237 0.32653225 0.63676875 0.30210607 0.45748074 0.23208481 0.56641248 0.70662622 0.47238992 0.21848738] [ 0.1111081] [ 0.28065973 0.52610963 0.47048031 0.55015261 0.43180453 0.58664513 0.5104761 0.49727239 0.49274362 0.41837135] [-0.32134433] [ 0.54797066 0.48374818 0.55033961 0.49359637 0.49468966 0.26885465 0.52286182 0.51034457 0.43508347 0.60994904] [-0.80218001] [ 0.67805709 0.67647893 0.45679372 0.50713986 0.31677302 0.31126337 0.45902617 0.5802524 0.6021059 0.40607775] [-0.18447304] [ 0.40722852 0.47795017 0.54851283 0.49821634 0.51788173 0.45965685 0.42129657 0.40968999 0.58003261 0.39856302] [-0.34159406] [ 0.33881952 0.80577782 0.36888068 0.66247375 0.3012087 0.53439142 0.38771681 0.49222314 0.63077341 0.73078445] [ 0.2465839] [ 0.26187095 0.53060119 0.56408317 0.54238746 0.61060733 0.65447261 0.3851583 0.25714947 0.30585779 0.76401781] [-1.07135389] [ 0.64661077 0.62578198 0.43248228 0.5746481 0.3767366 0.35372128 0.34772663 0.52268735 0.49209483 0.40734339] [ 0.13970986] [ 0.36407304 0.49112613 0.45628595 0.59580084 0.50064067 0.43618324 0.4666988 0.41513696 0.46049625 0.73443615] [ 1.10551836] [ 0.50701539 0.58564557 0.57774427 0.46763052 0.4602474 0.45201434 0.43540357 0.62880181 0.53995859 0.43277411] [-0.92717839] [ 0.53376119 0.77376515 0.39033928 0.62637552 0.27080554 0.34841402 0.38824872 0.51014869 0.6732773 0.55973314] [-0.72923688] [ 0.57048925 0.59198195 0.52139887 0.61598822 0.47538858 0.63841985 0.436818 0.68338537 0.44538099 0.40288384] [ 0.12116086] [ 0.2554232 0.48537981 0.57843433 0.61808697 0.42184532 0.67702705 0.35970013 0.47695918 0.41009459 0.59787815] [-0.44380628] [ 0.56238083 0.62969442 0.4349976 0.56629238 0.33904243 0.38597203 0.47511162 0.68459175 0.60545406 0.27012238] [ 1.61776979] [ 0.27240408 0.71834195 0.3508044 0.61573215 0.45094488 0.5522863 0.51397003 0.5040571 0.58800451 0.56242079] [ 1.20831405] [ 0.26883795 0.72460746 0.35988887 0.66319743 0.48701 0.65103905 0.439678 0.41794663 0.70754177 0.58385724] [ 2.42903968] [ 0.7092683 0.63282648 0.43453402 0.51744968 0.25519701 0.30087153 0.43897824 0.67287673 0.60936097 0.28327474] [-0.31928178] [ 0.28756331 0.44075499 0.59058144 0.43296323 0.50718666 0.70514601 0.50065302 0.48134652 0.3904642 0.52452162] [ 0.40560025] [ 0.61184604 0.71542952 0.48081835 0.39306356 0.3443196 0.35278475 0.44615771 0.64484422 0.51430745 0.48541405] [-0.88999529] [ 0.74060431 0.77877318 0.55889799 0.39378146 0.40112588 0.41682071 0.56547478 0.7241464 0.7185074 0.46490839] [ 0.09877342] [ 0.25298196 0.52867571 0.47543713 0.64404641 0.46387815 0.76280845 0.41169984 0.42875389 0.30725856 0.52004973] [-0.56015826] [ 0.71994606 0.4975189 0.55942138 0.3674907 0.27943299 0.18867469 0.46707142 0.71354029 0.47465897 0.24994803] [-0.02136239] [ 0.83458986 0.62209737 0.62542088 0.34356553 0.39542737 0.21460062 0.63451421 0.73222051 0.57656662 0.3008363 ] [-0.11123016] [ 0.33957757 0.46789098 0.51189609 0.68732342 0.40067569 0.60164718 0.44027888 0.54397623 0.43648196 0.35164767] [ 0.87055237] [ 0.79915994 0.59982339 0.51640522 0.38250962 0.23025979 0.17912972 0.51335304 0.69455767 0.592096 0.23415461] [-0.21481447] [ 0.56545126 0.66728468 0.52158641 0.43090726 0.36659821 0.43990664 0.6149411 0.69497763 0.5556562 0.43353213] [-0.39340203] [ 0.67039291 0.71828042 0.51059826 0.44879652 0.41945831 0.34442983 0.56673293 0.66833388 0.64460847 0.36204027] [-0.69385617] [ 0.49892927 0.65702695 0.51192301 0.53229776 0.46282841 0.54430939 0.58411274 0.5689758 0.64086202 0.41957842] [-0.53658501] [ 0.69459187 0.81517563 0.45603352 0.41309982 0.3810931 0.43225364 0.7176929 0.75652917 0.67921388 0.47424501] [ 0.35773313] [ 0.56313409 0.63372558 0.46968993 0.49689539 0.28660467 0.3517386 0.46985449 0.68232841 0.50222727 0.4093423 ] [ 0.16986696] [ 0.5190596 0.62091991 0.47963404 0.43379058 0.29107513 0.35254527 0.49697015 0.65910396 0.66283785 0.40295761] [ 1.03466455] [ 0.83442487 0.46062134 0.69445552 0.18384154 0.50441207 0.28080983 0.5639688 0.74259059 0.44388562 0.33050729] [ 0.02067202] [ 0.50205427 0.53849963 0.48279911 0.4376306 0.38002839 0.44051852 0.53190839 0.58799105 0.41283672 0.42857 ] [-0.20408359] [ 0.69568836 0.37886564 0.67358126 0.37052073 0.6215035 0.37362097 0.46343384 0.51837806 0.40716101 0.33972316] [-0.24284673] [ 0.46508168 0.65390424 0.51088724 0.41214594 0.46075043 0.42272343 0.48948384 0.66403224 0.42229784 0.57554594] [ 0.14740616] [ 0.20960263 0.30155023 0.62273835 0.463626 0.66225474 0.6672798 0.42873559 0.19813875 0.25353729 0.57801953] [ 0.09843337] [ 0.8373107 0.55022836 0.59402568 0.27144356 0.32590858 0.18782089 0.53631945 0.70529195 0.63454175 0.25167977] [ 0.56807243] [ 0.79145673 0.58861453 0.6493163 0.30585249 0.45953543 0.33965926 0.64172582 0.66106168 0.57390273 0.34122718] [ 1.0338927] [ 0.75165353 0.61025113 0.59769512 0.40173693 0.3909908 0.38156104 0.47986599 0.62246481 0.58606632 0.35468903] [ 0.10816169] [ 0.36463225 0.66405476 0.34001663 0.41197203 0.39835651 0.70681766 0.36147726 0.43093776 0.42733728 0.62835942] [ 1.12432889] [ 0.49908491 0.76719879 0.48476556 0.64921434 0.43157814 0.63736811 0.39989844 0.61391041 0.53954698 0.63562183] [ 0.2386986] [ 0.7374528 0.68559563 0.53457555 0.34642275 0.39072883 0.33996 0.55005399 0.75911129 0.65587926 0.41200769] [ 0.28667789] [ 0.2465147 0.59544247 0.38905707 0.66120884 0.48577789 0.7783022 0.49989305 0.49219767 0.4537544 0.60981103] [-0.24991066] [ 0.2871428 0.61453097 0.47474991 0.65616635 0.39935932 0.63272442 0.35323116 0.43410388 0.545712 0.50999715] [-0.09815647] [ 0.35068997 0.31049 0.6521112 0.34432041 0.52528879 0.64943271 0.48576593 0.36757113 0.45726273 0.45394367] [-0.21512387] [ 0.69950249 0.73271869 0.51780894 0.51347418 0.4119028 0.507623 0.42439606 0.69444494 0.64877342 0.4545557 ] [ 0.16436655] [ 0.29503443 0.56753004 0.39431368 0.65572414 0.50205957 0.80652754 0.4477088 0.4745957 0.46090729 0.62481216] [-0.42690667] [ 0.42624249 0.65717063 0.46191867 0.49070794 0.49776354 0.60968495 0.4300363 0.59419957 0.42353774 0.57884333] [ 1.90947735] [ 0.37895353 0.6296164 0.4178621 0.51188453 0.43827559 0.44846461 0.49397712 0.45557307 0.60869208 0.39584872] [-0.07341514] [ 0.42997012 0.56737577 0.58404017 0.53715639 0.48406812 0.54674151 0.43307965 0.41175153 0.44526515 0.45533426] [ 0.10228571] [ 0.2663451 0.33711532 0.5159424 0.57161729 0.56829739 0.69372923 0.4472798 0.46460774 0.23743749 0.5081473 ] [-0.72693006] [ 0.64667428 0.67496441 0.42665747 0.52845818 0.26754946 0.43433077 0.39990878 0.65754982 0.58268607 0.47265087] [ 0.16571071] [ 0.67460303 0.6114827 0.56996423 0.291888 0.40664214 0.360377 0.51449509 0.6366393 0.57837709 0.37119701] [ 0.10928872] [ 0.55021909 0.50003567 0.57707645 0.32642682 0.42594727 0.46729506 0.44005222 0.59829082 0.44873446 0.43376237] [ 0.30106694] [ 0.68519877 0.60750815 0.56243232 0.42279898 0.33613402 0.44192052 0.52705986 0.68513289 0.50386195 0.3625087 ] [ 0.1532113] [ 0.35118364 0.42513677 0.64122381 0.41276508 0.47550168 0.66202802 0.46302195 0.41648842 0.41247355 0.54847447] [-0.49137868] [ 0.51858089 0.62556491 0.43888818 0.46587912 0.3881895 0.47328974 0.35888129 0.63719263 0.50474058 0.52649357] [ 0.06911253] [ 0.55811436 0.49024987 0.55207952 0.37653386 0.46787941 0.51274767 0.49231799 0.58795913 0.39747468 0.50106737] [-0.54551264] [ 0.89817707 0.63054752 0.60576479 0.33198581 0.39594817 0.17755048 0.53833292 0.81160883 0.56524358 0.3021773 ] [ 0.56209096] [ 0.47142517 0.56876331 0.44597949 0.48126727 0.33849567 0.2645867 0.40744875 0.50475833 0.57772891 0.28922212] [-0.65173111] [ 0.44419792 0.5803186 0.54146589 0.42538107 0.47632646 0.49361402 0.46888955 0.52198844 0.50675641 0.51230507] [ 0.01440998] [ 0.62110227 0.53373205 0.44488162 0.49696657 0.26708558 0.20290195 0.40580874 0.47149374 0.59607932 0.21542218] [-0.74431354] [ 0.60543781 0.77203264 0.54155537 0.51073383 0.46886243 0.48486501 0.46250485 0.64139622 0.57666181 0.56698931] [-0.15836487] [ 0.4836971 0.50182699 0.57205365 0.42571042 0.42293326 0.49614653 0.59142312 0.64936329 0.38462861 0.42803395] [-0.03623788] [ 0.3797033 0.64326205 0.40050835 0.69969113 0.3606327 0.60922085 0.52465186 0.69123051 0.48460808 0.372169 ] [-0.39675077] [ 0.36469703 0.79504098 0.36991678 0.63458173 0.35253912 0.49340382 0.35935797 0.49740425 0.65624998 0.71058451] [ 0.17650117] [ 0.28400771 0.60755271 0.49707396 0.54579177 0.54328495 0.64091377 0.36898666 0.50790997 0.46656987 0.63033548] [ 0.13141299] [ 0.35381637 0.51924143 0.58140707 0.46931295 0.51445119 0.72230255 0.35098112 0.4671332 0.50007176 0.65734611] [ 0.6812702] [ 0.41401262 0.61411541 0.41271007 0.4174151 0.39512144 0.58581413 0.42191059 0.58366646 0.49257716 0.41645681] [ 0.20637291] [ 0.57010902 0.67301368 0.37130162 0.59723553 0.29605419 0.50211831 0.38550751 0.46647521 0.53423672 0.46847685] [-0.13136105] [ 0.32314174 0.77609556 0.38571786 0.69508748 0.39394582 0.62824836 0.41235036 0.45730641 0.47298927 0.61564402] [ 0.50881386] [ 0.18072961 0.54756119 0.41290702 0.7327123 0.63500064 0.76547752 0.39014276 0.22001821 0.31894274 0.6624144 ] [ 0.40030479] [ 0.51569617 0.38396097 0.67787559 0.49699782 0.36933282 0.47357137 0.37059792 0.54597784 0.49424769 0.37216271] [-0.93536434] [ 0.58441641 0.67111259 0.59350029 0.41368393 0.42325525 0.51780709 0.57895783 0.53832553 0.56625447 0.44410326] [-0.19955836] [ 0.41679375 0.39814203 0.67073831 0.3868919 0.45686519 0.49333768 0.4318096 0.4046137 0.41777924 0.3978417 ] [-0.39773555] [ 0.73122616 0.63727829 0.49887378 0.36320775 0.45164464 0.37033449 0.4999178 0.63091539 0.45371451 0.48214658] [-1.13198479] [ 0.85780217 0.81345963 0.53749284 0.33532687 0.31212786 0.32794487 0.64149966 0.74542765 0.69613415 0.38218818] [-0.47977335] [ 0.47274469 0.63325622 0.43528827 0.52422874 0.42106677 0.52735538 0.48377167 0.53888726 0.49986171 0.60849157] [-0.69095136] [ 0.54523834 0.69669431 0.42279866 0.62339552 0.35196601 0.65105482 0.43100277 0.64008124 0.59049329 0.54709659] [ 0.33747669] [ 0.39743815 0.59436731 0.39380707 0.64563067 0.28571201 0.36287218 0.4006824 0.4397158 0.60833688 0.34136373] [ 1.69958305] [ 0.76035903 0.61544669 0.50478121 0.36406423 0.46570793 0.23199656 0.58436788 0.68937398 0.50271156 0.39019638] [ 0.35883414] [ 0.26950395 0.60105503 0.43324324 0.57603666 0.4746127 0.77436546 0.36041269 0.35372634 0.58909951 0.64075614] [-0.33278773] [ 0.39373644 0.53375182 0.55944476 0.58159548 0.52807738 0.67272179 0.51502251 0.4911786 0.4306023 0.47830695] [-0.12652672] [ 0.81539408 0.56480774 0.55534276 0.26495632 0.38342905 0.38778019 0.53610971 0.72870566 0.41906058 0.35053628] [-0.74244759] [ 0.64611732 0.83742532 0.45761704 0.52473126 0.33865065 0.45143557 0.56254318 0.65823858 0.73874856 0.48649845] [ 0.34070914] [ 0.7390609 0.55041273 0.52308587 0.32106516 0.44561568 0.30592322 0.52320617 0.6402023 0.46971311 0.3383014 ] [ 0.50913634] [ 0.59210127 0.71682504 0.47266366 0.58776284 0.34604447 0.42447797 0.52125788 0.5436103 0.65996976 0.51765974] [ 0.5107347] [ 0.50005635 0.368303 0.54587352 0.34052777 0.40046731 0.46780257 0.54772234 0.63530432 0.38209694 0.30027566] [-0.67926585] [ 0.72377096 0.54380104 0.50627776 0.39483037 0.42350056 0.16192752 0.44360814 0.59661069 0.61721504 0.1995384 ] [-0.7632084] [ 0.50890924 0.69942555 0.51760948 0.49029542 0.54640367 0.4413828 0.4185963 0.5314341 0.47257424 0.55137898] [-0.13558972] [ 0.32248834 0.55549798 0.40711116 0.58910412 0.45977881 0.60399745 0.34577891 0.48683264 0.44869361 0.47031116] [-0.152227] [ 0.32800955 0.51084784 0.56405966 0.52557094 0.59499086 0.60454358 0.40659916 0.3978014 0.47778749 0.66326983] [ 0.29038777] [ 0.66946459 0.50238693 0.54881365 0.43096453 0.42531625 0.1830602 0.47179606 0.55810565 0.61018447 0.22625539] [-0.53594373] [ 0.57758073 0.66869594 0.48871878 0.36821045 0.41707942 0.24056234 0.412898 0.65315312 0.48310823 0.55553037] [-0.39369875] [ 0.49640072 0.18997422 0.64360605 0.39112109 0.54491129 0.49112546 0.47624944 0.62383395 0.32867736 0.23682373] [ 0.51821299] [ 0.68920492 0.57389558 0.48477537 0.54128974 0.24805319 0.30273467 0.44591347 0.71174665 0.4896856 0.34036686] [ 0.48442716] [ 0.78139186 0.44689893 0.61330358 0.31808566 0.34590538 0.1477507 0.43094553 0.74880239 0.54346765 0.22640501] [ 0.77456635] [ 0.30488847 0.62175384 0.53555054 0.48832427 0.52607563 0.60457587 0.45843173 0.38756195 0.51673848 0.68048201] [-0.97020406] [ 0.66498141 0.73682038 0.59902452 0.44076883 0.39452155 0.50889037 0.57685404 0.66087177 0.5801138 0.49907973] [ 0.17179385] [ 0.2501028 0.45872275 0.61791465 0.49227855 0.5080625 0.83468003 0.38250772 0.35343228 0.44450128 0.68528524] [-0.11312822] [ 0.41685942 0.32579846 0.58774823 0.5620155 0.53176613 0.46013723 0.38638136 0.39772747 0.38959264 0.47247225] [-0.20398746] [ 0.31350824 0.66085584 0.46164191 0.4563364 0.43262599 0.60591201 0.35341886 0.44611089 0.42648373 0.53272097] [ 0.64418345] [ 0.84423802 0.56104951 0.61065597 0.18893796 0.28840374 0.14247589 0.55617316 0.73074125 0.5937767 0.22466385] [-0.41015914] [ 0.46619081 0.62520148 0.4532493 0.68111771 0.36591344 0.63113165 0.40090297 0.57005594 0.43693732 0.52747923] [-0.36047545] [ 0.43774259 0.65762965 0.35129304 0.68342101 0.28946981 0.50694006 0.44509389 0.59065772 0.54397102 0.42132893] [-0.00529948] [ 0.37611216 0.59503073 0.37932313 0.65772905 0.47479047 0.76154076 0.39708271 0.58042063 0.61920949 0.48628166] [ 1.15633032] [ 0.64920405 0.64017813 0.52696192 0.44472334 0.32283663 0.24235976 0.37717003 0.59221046 0.5451553 0.33071555] [ 1.06719774] [ 0.28198539 0.62866799 0.3746984 0.60375213 0.40725628 0.65272475 0.38864643 0.37225546 0.48915908 0.52457521] [ 0.8914941] [ 0.75815719 0.53538378 0.55631672 0.40371533 0.30610768 0.2358632 0.46911348 0.60939989 0.49287141 0.38613157] [-0.7976006] [ 0.73529468 0.65706084 0.47289877 0.47375865 0.26345298 0.15367012 0.42151017 0.70555623 0.53293704 0.37341675] [-0.35364257] [ 0.56209698 0.66171084 0.51225262 0.45131078 0.34953937 0.51398485 0.40575738 0.6367701 0.50081442 0.49777952] [-0.20846197] [ 0.4963945 0.60480875 0.45952579 0.57248408 0.29656706 0.31084962 0.34844529 0.56078257 0.54446246 0.34716986] [ 0.13272326] [ 0.70774184 0.71295081 0.58021316 0.44861571 0.44239255 0.42751559 0.50824644 0.65920729 0.64391871 0.46763971] [ 0.99636168] [ 0.32954754 0.71050585 0.39883805 0.58901427 0.41704372 0.62994987 0.36802805 0.48307262 0.49915941 0.52071262] [ 1.32415879] [ 0.72957926 0.53465743 0.56138126 0.32509491 0.32193603 0.28207605 0.45742522 0.77921408 0.46946938 0.32374322] [-0.5252759] [ 0.78570608 0.65571936 0.43792015 0.37126205 0.25807073 0.22327812 0.58058949 0.79053688 0.6870812 0.19137023] [ 0.85288411] [ 0.31631908 0.57893485 0.49189669 0.61334987 0.36137483 0.61638224 0.41785612 0.45868237 0.50075132 0.47248632] [-0.56167754] [ 0.69605767 0.45164165 0.54667049 0.32753215 0.46313499 0.39587326 0.52984923 0.75515474 0.49076034 0.54102563] [-0.88651989] [ 0.59854494 0.6166077 0.49327517 0.45203792 0.54965807 0.38988553 0.49202589 0.49029122 0.36406889 0.50102331] [-0.59432557] [ 0.52211166 0.57701965 0.49659809 0.66294649 0.54870917 0.68220094 0.44164926 0.63513057 0.48865573 0.446198 ] Progress: 18.3% ... Training loss: 0.520 ... Validation loss: 0.851[ 0.05386723] [ 0.2258083 0.26080313 0.60710408 0.57832788 0.47443445 0.59810926 0.40194106 0.33498716 0.37763451 0.36596858] [-0.43034175] [ 0.31622986 0.52860284 0.38549455 0.50476927 0.49172209 0.54483941 0.40950226 0.38986785 0.36845638 0.45126998] [ 1.22617248] [ 0.73614799 0.49369543 0.54483113 0.36506545 0.35228703 0.20742426 0.40683792 0.65442689 0.53261909 0.26165436] [ 2.07050274] [ 0.84859339 0.57940056 0.53937072 0.19694594 0.28396704 0.11847086 0.51653086 0.79592665 0.55760377 0.21105846] [ 0.51663137] [ 0.22235049 0.58331597 0.37573853 0.57974801 0.58593511 0.79391163 0.4075931 0.28399886 0.39103707 0.62998515] [-0.74137536] [ 0.52428473 0.62210882 0.46445542 0.43213067 0.48316061 0.45508214 0.37831948 0.48975494 0.39162531 0.56633952] [ 2.70013511] [ 0.64728513 0.68521472 0.39520378 0.57966386 0.24995506 0.35393553 0.41361987 0.64766433 0.63650856 0.33165597] [ 0.29026827] [ 0.19357722 0.48850528 0.5299605 0.71128494 0.47960869 0.79741651 0.35965752 0.24720541 0.43978957 0.60352684] [-0.06964369] [ 0.41728656 0.64888593 0.52740504 0.5943301 0.52094024 0.70305796 0.50454716 0.59796367 0.48222899 0.53350708] [-0.873383] [ 0.63048189 0.71192014 0.50130036 0.38093165 0.33939387 0.47373538 0.50389655 0.60917651 0.60599743 0.54984978] [-0.09914662] [ 0.53242114 0.52768375 0.47944817 0.34933971 0.33747098 0.35181036 0.48372265 0.57066749 0.49810646 0.3469359 ] [-0.31872325] [ 0.71658958 0.44305893 0.56243805 0.29191994 0.34674289 0.16120682 0.49521127 0.72826824 0.61467737 0.20038525] [-0.68198342] [ 0.7309603 0.48393877 0.5326944 0.51284099 0.29081018 0.29493454 0.40447319 0.57640373 0.49857725 0.42116731] [-0.10856777] [ 0.2956515 0.53735089 0.51485717 0.53704629 0.50940662 0.72487533 0.35772179 0.54521082 0.42722419 0.58988044] [-0.70013061] [ 0.6112908 0.67722783 0.38947327 0.63689331 0.27128531 0.2567212 0.363013 0.60725753 0.55497864 0.46695869] [ 0.02861157] [ 0.24271554 0.42994131 0.58240007 0.43726835 0.64121231 0.71213143 0.48860561 0.27021265 0.40332972 0.59655956] [ 0.15762356] [ 0.4933098 0.57612502 0.41117998 0.58916953 0.23910309 0.367895 0.40512842 0.70163227 0.50877204 0.30680764] [ 1.13182831] [ 0.61905179 0.27637092 0.67031263 0.36177621 0.35332926 0.48226008 0.41799245 0.65552296 0.36764558 0.29411425] [-0.06913129] [ 0.28008773 0.66537638 0.45276861 0.55866362 0.44774038 0.75882451 0.38521484 0.6033037 0.53809232 0.62862108] [-0.17464523] [ 0.42515018 0.64034381 0.53620615 0.76072328 0.55874969 0.72119104 0.40435945 0.47169761 0.5417761 0.59845222] [-0.03593053] [ 0.36690521 0.31623703 0.6848854 0.52121655 0.55212027 0.63599099 0.46298557 0.33194643 0.33887237 0.51824353] [ 2.47037344] [ 0.7900749 0.6439263 0.50582662 0.37266452 0.28559571 0.10716669 0.47206032 0.79987926 0.53907491 0.29134257] [-0.89462837] [ 0.582987 0.75182947 0.47631858 0.55238192 0.47770034 0.42921377 0.48361029 0.52313285 0.514351 0.52886404] [-0.67276418] [ 0.54246919 0.76947486 0.4703181 0.58462063 0.45721097 0.47460461 0.44089709 0.46271372 0.51124364 0.55525698] [-0.5546021] [ 0.446596 0.67196644 0.43713464 0.56886349 0.33949978 0.38737754 0.36614669 0.5411598 0.6107719 0.45103975] [-0.25118435] [ 0.58322867 0.6528343 0.46971922 0.54832705 0.28414404 0.30801684 0.39233074 0.66505616 0.58702656 0.35035597] [-0.63085381] [ 0.52394376 0.41702133 0.58114667 0.47463998 0.49939829 0.72988337 0.43210914 0.6808311 0.46962262 0.46737094] [ 0.32647462] [ 0.43568534 0.69697574 0.44125388 0.71718316 0.49999135 0.61015299 0.47982425 0.57095495 0.5578911 0.56858461] [-0.10323573] [ 0.26605084 0.34263888 0.5620992 0.53632663 0.47842644 0.68005246 0.42111356 0.39851058 0.38280534 0.5119203 ] [-1.00098629] [ 0.604537 0.75679603 0.35894902 0.57604756 0.30950321 0.40682553 0.33932995 0.58102514 0.56091509 0.51507716] [-0.28928258] [ 0.44097561 0.70465059 0.48479788 0.57499963 0.31492224 0.55431114 0.5062672 0.68829017 0.52928562 0.39607085] [-0.31564552] [ 0.38638612 0.37059965 0.73012079 0.464909 0.49994889 0.60816493 0.40991491 0.36573956 0.42612527 0.51826124] [ 2.13449453] [ 0.53041597 0.68075928 0.37197173 0.45030732 0.33151684 0.22858726 0.51108128 0.64085843 0.69493569 0.26335062] [-0.06393577] [ 0.27427382 0.53758646 0.50991262 0.41535991 0.48284106 0.65293339 0.36466186 0.36711171 0.45313923 0.52654995] [-0.35630919] [ 0.54017357 0.35579301 0.67266507 0.3440382 0.47783924 0.39743443 0.44579712 0.5760635 0.4611889 0.36455133] [-0.33394722] [ 0.77655811 0.67118692 0.49789743 0.5170827 0.43128938 0.30108855 0.49425624 0.65590995 0.72450141 0.27272806] [ 0.16921466] [ 0.27173601 0.57718535 0.41055247 0.68597125 0.46808795 0.74389031 0.41397857 0.40867596 0.45421508 0.63016218] [ 0.29370315] [ 0.59264707 0.3825759 0.5490448 0.32438249 0.49610683 0.39884064 0.5800361 0.55320992 0.44437484 0.32829827] [ 0.72675511] [ 0.64171882 0.58540137 0.51889803 0.478415 0.35991703 0.24517016 0.49360215 0.56006829 0.48697949 0.34463553] [-0.3122429] [ 0.6012234 0.70928555 0.52949925 0.60365778 0.43938885 0.41213567 0.44698735 0.63540516 0.56070763 0.64800101] [ 0.09310595] [ 0.66441571 0.55047943 0.49447212 0.2945908 0.43137229 0.29186589 0.56939444 0.64267905 0.53076496 0.31259665] [ 0.14456311] [ 0.35614013 0.57808982 0.57504661 0.47329002 0.40990984 0.659212 0.46618526 0.46203889 0.52679958 0.57992855] [ 0.01368125] [ 0.40699763 0.60683819 0.51095241 0.54095041 0.50415131 0.53362152 0.45217313 0.61372572 0.54170117 0.50627611] [-0.39994467] [ 0.67403335 0.73383061 0.48846257 0.43733599 0.40805246 0.41412247 0.51336224 0.69455221 0.5918804 0.46888931] [-0.46168892] [ 0.5251311 0.60088759 0.63645831 0.4205146 0.55095863 0.48753132 0.44413975 0.48553561 0.46876312 0.58616654] [ 0.12333865] [ 0.38161566 0.63689025 0.46390657 0.67886704 0.35205779 0.62122284 0.29456934 0.52222497 0.54387614 0.56332061] [ 0.66995043] [ 0.36288627 0.68544926 0.34726019 0.59607189 0.32375475 0.50246631 0.5269108 0.61526085 0.56943538 0.42821998] [ 1.01829507] [ 0.63066405 0.46716828 0.47811514 0.32396266 0.38318145 0.22226858 0.47090961 0.68279206 0.44852776 0.23330919] [ 0.21079537] [ 0.73076645 0.68475305 0.5816988 0.26786588 0.42911222 0.4497832 0.46825024 0.75488461 0.59399985 0.49889452] [ 0.17523431] [ 0.79147458 0.61230653 0.57207218 0.51460372 0.41113137 0.3558215 0.47836276 0.75277906 0.55721391 0.36606405] [ 1.04710613] [ 0.67869555 0.60025776 0.6128065 0.44938209 0.41851671 0.39586242 0.51851874 0.76980933 0.52945892 0.39390216] [-0.44616399] [ 0.44058412 0.39125768 0.58506381 0.52821216 0.53171517 0.69730746 0.36225523 0.50766464 0.37092405 0.4752344 ] [-0.03606765] [ 0.35250357 0.53455116 0.51577042 0.47568594 0.50840756 0.71405014 0.37255813 0.55708418 0.48419114 0.58021642] [ 0.33510923] [ 0.52128718 0.44448742 0.58318462 0.48152461 0.45722759 0.4968049 0.43270827 0.51441699 0.40955059 0.44939763] [-1.12706688] [ 0.69171722 0.49284351 0.68683462 0.31504166 0.48134429 0.50824739 0.56147622 0.60515395 0.39728174 0.45021412] [ 1.01288569] [ 0.6102561 0.62916178 0.54976487 0.32352591 0.48435099 0.40785134 0.42398129 0.57755183 0.62622902 0.48054717] [-0.38566947] [ 0.39768668 0.41808255 0.68160295 0.42549425 0.42313792 0.56118506 0.4353018 0.4900633 0.3798017 0.46685621] [ 0.10647901] [ 0.34944981 0.481063 0.61709735 0.46387682 0.48629177 0.57902481 0.44704356 0.41209876 0.43600133 0.6310469 ] [-0.82884628] [ 0.548473 0.63555067 0.4946053 0.64387599 0.47985854 0.51442311 0.47560684 0.59103308 0.60429286 0.40781856] [-0.74554266] [ 0.4437711 0.32792598 0.60675171 0.63714969 0.39716798 0.54177428 0.40631576 0.40530328 0.39580299 0.30386308] [-0.43097303] [ 0.40706381 0.59127311 0.48576639 0.44572011 0.40878935 0.53622439 0.41323078 0.40414904 0.45318706 0.55604101] [-0.48355142] [ 0.374981 0.76406699 0.32170583 0.68687357 0.27420766 0.38442246 0.50372076 0.63571256 0.59390406 0.43307302] [ 0.15039663] [ 0.33413138 0.71419571 0.39145562 0.62363029 0.33978523 0.63755659 0.49387868 0.59419889 0.52287832 0.49887652] [-0.4731485] [ 0.39511916 0.3879292 0.61942242 0.49161023 0.47438561 0.56270858 0.38481024 0.41721973 0.32285794 0.45124361] [-0.74259929] [ 0.54199693 0.43672404 0.50133031 0.46823847 0.54916477 0.50038188 0.53603722 0.44785956 0.29717759 0.48000127] [-0.57219403] [ 0.75349864 0.66583794 0.43735293 0.32001871 0.30814237 0.34000311 0.55455568 0.76718469 0.49539428 0.28025797] [ 0.20863704] [ 0.63533951 0.56522186 0.61114212 0.41974497 0.44857765 0.55900162 0.58058608 0.67367292 0.47947161 0.50916819] [-0.25342418] [ 0.6612971 0.58274892 0.39783237 0.40518656 0.40649315 0.38640873 0.53129272 0.60979876 0.48865349 0.33528316] [ 0.00631642] [ 0.23927174 0.39640916 0.63156144 0.3466188 0.5858539 0.5959956 0.45526974 0.36059138 0.38577772 0.54351159] [ 2.66381276] [ 0.58062831 0.58961631 0.48682906 0.44831778 0.4641047 0.48507885 0.54294726 0.61392452 0.59110154 0.34286876] [ 0.13304398] [ 0.24620589 0.5972811 0.43352781 0.61914315 0.5761649 0.73233958 0.33701146 0.41683116 0.41767304 0.67006084] [-0.03530178] [ 0.24291035 0.65128761 0.41288299 0.58220809 0.40326743 0.72822775 0.33015565 0.44925396 0.45310554 0.58331319] [-0.56065347] [ 0.55339685 0.66951665 0.43009346 0.66114212 0.44519771 0.45942448 0.41095837 0.65994725 0.54459907 0.39415783] [-0.01835582] [ 0.39200133 0.44317385 0.48001194 0.59972898 0.58918788 0.78385342 0.39558946 0.50907821 0.34184159 0.56704611] [-0.24113844] [ 0.421589 0.26512519 0.64334958 0.35841387 0.57001692 0.41302385 0.46179335 0.31934324 0.40785204 0.26852825] [-0.45539069] [ 0.48752615 0.69202479 0.35530756 0.66295582 0.32764956 0.29181368 0.3140792 0.62910531 0.53918919 0.52146479] [-0.15951846] [ 0.28528566 0.39651782 0.60739747 0.46503635 0.49502193 0.67195326 0.44584419 0.35139029 0.42739492 0.5216122 ] [ 0.02102365] [ 0.35567591 0.5818487 0.58304432 0.38316015 0.59052559 0.51391105 0.39914497 0.46702087 0.46061736 0.56569085] [-0.2036266] [ 0.36870278 0.54606202 0.58036181 0.51286203 0.41527164 0.54145631 0.40634924 0.47957812 0.43077827 0.5171836 ] [-1.06166567] [ 0.57538292 0.63908297 0.47736738 0.55237426 0.31028619 0.30538661 0.36904905 0.56388444 0.41033264 0.50126897] [ 0.41583963] [ 0.85250263 0.62113687 0.64188675 0.32912371 0.3070904 0.19553104 0.58909842 0.80841427 0.55692366 0.22481445] [ 0.65629546] [ 0.59554192 0.62336425 0.55043264 0.61650742 0.4586202 0.52904994 0.4620984 0.6121437 0.50990231 0.54945867] [-0.46168892] [ 0.5251311 0.60088759 0.63645831 0.4205146 0.55095863 0.48753132 0.44413975 0.48553561 0.46876312 0.58616654] [ 0.29769539] [ 0.42014384 0.63565285 0.50586194 0.60216049 0.46639765 0.54666671 0.43551938 0.47957868 0.60338004 0.48291253] [-0.76442749] [ 0.43697357 0.62444248 0.4178017 0.65213814 0.35365606 0.353567 0.36222862 0.47068245 0.38017042 0.46489465] [-0.59851552] [ 0.87108956 0.7067594 0.4957954 0.35396192 0.21922802 0.14324671 0.50302125 0.72326679 0.7210685 0.23381656] [ 0.44783646] [ 0.61990339 0.22293734 0.73831807 0.25739603 0.50004427 0.36501941 0.48400443 0.50932302 0.3207388 0.2541362 ] [ 0.75402381] [ 0.45684949 0.41035831 0.53881697 0.60108303 0.54141731 0.43907366 0.44128019 0.45755496 0.41255513 0.4915163 ] [-0.6163325] [ 0.7367987 0.32887212 0.55660067 0.28977388 0.49645558 0.50705689 0.46493424 0.63823439 0.25188322 0.34998161] [-0.11091461] [ 0.40948023 0.64670317 0.43824525 0.63726966 0.31349802 0.34202236 0.37383864 0.54385141 0.52821448 0.42955455] [-0.81290107] [ 0.49938398 0.7720679 0.33088156 0.5817758 0.37236133 0.43361645 0.30049577 0.61026364 0.54963277 0.56247219] [-0.74008297] [ 0.45232053 0.5602068 0.45378563 0.57702346 0.46772707 0.38006009 0.43945411 0.44571425 0.56539174 0.33768973] [-0.04835658] [ 0.20268408 0.5242933 0.41787576 0.68731539 0.50766563 0.60187246 0.38247981 0.28635944 0.40583307 0.53200273] [ 0.20225766] [ 0.57411409 0.59074749 0.58999056 0.6108508 0.40311487 0.47992097 0.4010048 0.66773414 0.47894822 0.44382319] [ 0.06003806] [ 0.44074768 0.66079396 0.42956539 0.60915314 0.3667051 0.39512341 0.30908511 0.57580997 0.59818519 0.42819376] [-0.97892246] [ 0.79501471 0.50115828 0.50534142 0.37268229 0.3541898 0.33901258 0.49425536 0.67573097 0.38591283 0.29218527] [ 0.84283754] [ 0.79943258 0.65812041 0.51039499 0.24760928 0.31477664 0.1436507 0.50602704 0.75468127 0.57925015 0.39409862] [-0.3845339] [ 0.69888556 0.42272422 0.62608053 0.34315379 0.51451994 0.27799264 0.56835499 0.63461748 0.44554909 0.24516485] [-0.3524469] [ 0.38798913 0.62598694 0.48924669 0.61017827 0.37412537 0.61016255 0.43697223 0.43587236 0.54663025 0.56314264] [-1.01855301] [ 0.58920628 0.74318411 0.40687257 0.56144297 0.3324134 0.33831532 0.37778678 0.58968076 0.62319675 0.41187797] [-0.90338033] [ 0.5563419 0.64858374 0.46707123 0.57304564 0.27377625 0.36057569 0.40685819 0.51666263 0.62078162 0.39861867] [-0.47170707] [ 0.81180212 0.58650471 0.57440588 0.41625466 0.27727451 0.23648397 0.44947369 0.69111267 0.62096307 0.28321527] [-0.01715248] [ 0.42285665 0.44860432 0.40762873 0.46812937 0.40619867 0.44761596 0.38310215 0.4629875 0.40606135 0.39304324] [ 0.02532599] [ 0.20080851 0.43134014 0.55239108 0.57821019 0.44512535 0.77262865 0.42264853 0.35751697 0.46053403 0.57452701] [ 1.46609555] [ 0.82852043 0.6535462 0.54315237 0.29469924 0.35861316 0.2945404 0.57502245 0.82834135 0.52304559 0.32133004] [-0.57597774] [ 0.47490869 0.38309419 0.66813746 0.45765504 0.49382977 0.66005105 0.44279745 0.50347514 0.4083415 0.44627949] [-0.72198797] [ 0.42910464 0.68282155 0.34061532 0.68034803 0.39891857 0.56741244 0.42985856 0.60086942 0.55275165 0.45887147] [-0.31192807] [ 0.42418806 0.4601017 0.54977204 0.38370075 0.4062426 0.45369864 0.39283676 0.57752082 0.36511747 0.3475228 ] [-0.82531673] [ 0.48356187 0.43557169 0.5545974 0.55406349 0.43214329 0.52078571 0.46947483 0.48484782 0.36199658 0.35420871] [-0.37902772] [ 0.86196796 0.50386101 0.61953974 0.26409649 0.39246716 0.15320075 0.56599028 0.67745272 0.53464544 0.26784901] [-0.71345404] [ 0.56578469 0.79388089 0.56279805 0.45571745 0.43334831 0.58980662 0.55416949 0.59364022 0.604816 0.59707039] [-0.88089511] [ 0.58501813 0.65349801 0.52248254 0.53586676 0.50359753 0.42631656 0.47708285 0.50753505 0.43453669 0.48969982] [-0.28382295] [ 0.73454891 0.51336984 0.52642588 0.42019747 0.37819026 0.23745187 0.40245531 0.60582582 0.55076933 0.26251576] [ 0.04628483] [ 0.57871527 0.71871845 0.40534613 0.66080561 0.42201625 0.5642326 0.36997728 0.61473494 0.51270023 0.64316193] [-0.09755576] [ 0.6678389 0.53765154 0.5091649 0.41760197 0.43347495 0.52542649 0.47398792 0.63921927 0.46628124 0.45880537] [-0.46350755] [ 0.48273202 0.73542142 0.51037495 0.59178641 0.4218332 0.51461826 0.38964845 0.59175374 0.65548898 0.54080988] [ 2.23207594] [ 0.33900107 0.51625006 0.44195679 0.5518036 0.44528935 0.49724865 0.45596361 0.54343191 0.60156074 0.38381917] [-0.29257506] [ 0.34058974 0.46027569 0.4789295 0.5150868 0.57723217 0.6211543 0.45655639 0.53413396 0.39272449 0.66334641] [-0.21612463] [ 0.32269303 0.58420817 0.57454982 0.52359026 0.42786404 0.62311915 0.41914221 0.41124327 0.57047973 0.54540582] [-0.34088803] [ 0.32269407 0.60740879 0.58383314 0.5957827 0.39344439 0.64776404 0.40431919 0.45154032 0.49080618 0.52559057] [-0.58528545] [ 0.71613748 0.65747204 0.47510395 0.46584867 0.28459604 0.34934151 0.5268369 0.77639334 0.52909558 0.40592361] [-0.47836562] [ 0.35261356 0.33402044 0.58719029 0.41073455 0.58760647 0.45335186 0.53977377 0.35214352 0.41637182 0.65265455] [-0.47582467] [ 0.44009573 0.52223557 0.44410416 0.66414045 0.30105965 0.41231565 0.34498227 0.39897188 0.46882709 0.35866222] [-0.11955721] [ 0.58359457 0.60351997 0.56903988 0.62181805 0.42071531 0.3843821 0.44699182 0.62771635 0.5164547 0.40236667] [-0.08240217] [ 0.42577532 0.77123348 0.39431309 0.58197619 0.50497004 0.70100995 0.37248895 0.48375465 0.48319302 0.74104857] [ 0.97475183] [ 0.30103589 0.72376998 0.44825196 0.57650558 0.43196492 0.50573287 0.36190506 0.49848005 0.54960917 0.58640481] [-0.08050488] [ 0.50001847 0.44850134 0.5683238 0.39518718 0.46743198 0.63499618 0.49721319 0.52836783 0.31504185 0.52803357] [-0.90925985] [ 0.63569586 0.74294545 0.4428082 0.62094806 0.39303537 0.50619302 0.45015814 0.56937457 0.53773887 0.49042555] Progress: 18.6% ... Training loss: 0.522 ... Validation loss: 0.878[ 0.35663833] [ 0.51875529 0.68754229 0.53865406 0.57668605 0.40379726 0.53031556 0.56851008 0.62050604 0.57057031 0.55406014] [-0.11474428] [ 0.56506671 0.27382626 0.64933276 0.21180362 0.51256195 0.37582647 0.50703572 0.53803379 0.35500748 0.28967393] [-0.17842856] [ 0.35895733 0.49966494 0.44343291 0.45693346 0.45111558 0.38957125 0.50193294 0.51965844 0.45083641 0.44129601] [ 0.4754927] [ 0.40531325 0.63848252 0.44295113 0.63142542 0.42373358 0.63803144 0.51653937 0.60317107 0.44869238 0.71633125] [-0.46083577] [ 0.53033913 0.62038182 0.49363488 0.66844691 0.42773718 0.67623466 0.37654311 0.58339203 0.52359096 0.52369719] [-0.26319782] [ 0.36369185 0.64273486 0.40925731 0.67746063 0.39721956 0.58405132 0.40511067 0.4620178 0.46028403 0.49380627] [ 0.56634343] [ 0.18552412 0.39386208 0.5006942 0.76807219 0.41358811 0.5993387 0.3971293 0.37372152 0.41170385 0.54778608] [ 1.2383831] [ 0.81411611 0.6096865 0.54260576 0.30222612 0.37849391 0.33146309 0.57897087 0.76536163 0.54587105 0.32645098] [-0.11387525] [ 0.73939416 0.57053858 0.5665695 0.34466747 0.29354068 0.23133994 0.53399394 0.61504799 0.57099733 0.31349141] [-0.34977796] [ 0.57871238 0.662752 0.47658858 0.52101041 0.45046957 0.4702291 0.55594845 0.53860057 0.54385266 0.38310863] [ 0.25488345] [ 0.71742856 0.22390261 0.6750217 0.22320894 0.51194303 0.32233405 0.51254204 0.64970311 0.37263271 0.25236474] [ 0.19256482] [ 0.4341811 0.35403038 0.54271188 0.50730468 0.48105966 0.37421957 0.35181065 0.45562375 0.42983631 0.34377657] [ 0.22763441] [ 0.41540991 0.62210584 0.48092252 0.55050382 0.32156392 0.41609786 0.48397602 0.54562418 0.63124667 0.44451173] [-0.04973891] [ 0.40457561 0.57793873 0.49020901 0.60045862 0.33986903 0.41503606 0.40319446 0.523178 0.47529359 0.48673879] [-0.17022584] [ 0.60945909 0.49550064 0.55471569 0.39567876 0.44535084 0.54020607 0.48096715 0.71624802 0.65328514 0.36895815] [ 2.01240792] [ 0.71256908 0.50696702 0.55792276 0.31085183 0.31472129 0.16516312 0.44277469 0.59137281 0.4675912 0.23523991] [ 0.52128123] [ 0.25035918 0.74796449 0.44735014 0.66134593 0.43631897 0.71942225 0.42447543 0.49322922 0.45049693 0.71778917] [-0.08110221] [ 0.30340052 0.50169839 0.46114094 0.43627555 0.50897192 0.5670656 0.36011057 0.48248456 0.38879759 0.49240462] [ 0.15539733] [ 0.70271199 0.40680584 0.63393324 0.49779253 0.48946769 0.60171458 0.38186071 0.65425494 0.44389027 0.43892088] [-0.4224795] [ 0.42059445 0.48184655 0.58949929 0.45679526 0.44271158 0.44365554 0.41196032 0.41434521 0.45052263 0.40913583] [-0.04666567] [ 0.43927696 0.61419572 0.55719609 0.46847861 0.4089441 0.644853 0.51729288 0.60447795 0.40043297 0.49576692] [ 0.9907654] [ 0.42896404 0.60134446 0.51856236 0.42021493 0.4525577 0.56874644 0.3811834 0.65672806 0.51940786 0.51867462] [ 1.75678726] [ 0.53398958 0.72064265 0.37693259 0.42369408 0.23898101 0.35065059 0.49731908 0.64878819 0.63715488 0.42275662] [-0.3814745] [ 0.4903898 0.46494946 0.45304836 0.52684267 0.37991006 0.55241589 0.41702975 0.60186528 0.33928336 0.49734332] [-0.49651169] [ 0.37531118 0.61643673 0.38223588 0.62368617 0.34532146 0.57598874 0.48840812 0.64124541 0.52439864 0.43520781] [ 0.01728713] [ 0.27527746 0.40157604 0.64563808 0.45882726 0.49300854 0.75410935 0.41864527 0.39016333 0.37434693 0.60740867] [-0.20101459] [ 0.30439752 0.68245107 0.51732398 0.58936272 0.44327362 0.61246 0.39346765 0.41067552 0.50137192 0.5724428 ] [-0.2703391] [ 0.47473725 0.71843443 0.44738887 0.65489985 0.51753498 0.63198643 0.48217684 0.47890922 0.55910379 0.56400658] [-0.27236685] [ 0.56567767 0.74942773 0.46614454 0.56204954 0.25634451 0.50140705 0.44496263 0.55497414 0.57454485 0.52044642] [-0.53544923] [ 0.44986897 0.56278184 0.52957132 0.51215762 0.4618062 0.47190717 0.50334889 0.57551754 0.48458478 0.33024699] [-0.7726871] [ 0.52879755 0.72184009 0.3816399 0.47028163 0.3972534 0.50968738 0.46141026 0.5624962 0.61784643 0.57557223] [ 0.19514505] [ 0.29860882 0.60086191 0.38509192 0.56327163 0.46609362 0.74462775 0.49088006 0.55285125 0.44728397 0.60005205] [ 0.123358] [ 0.22242398 0.57238351 0.50816304 0.51124667 0.51541151 0.70860523 0.42621455 0.29880231 0.46688892 0.62660216] [ 1.26583965] [ 0.53401454 0.57320824 0.55345773 0.40179928 0.34846431 0.52234547 0.48644079 0.58581413 0.39595721 0.40625831] [-0.57180288] [ 0.55455146 0.71173282 0.4790412 0.54185797 0.30996185 0.56012211 0.43266805 0.55005925 0.55863495 0.58555812] [-0.75020149] [ 0.44007005 0.56444305 0.41714573 0.51603955 0.3861652 0.32483628 0.46658802 0.53818749 0.5864233 0.33743866] [ 0.25531121] [ 0.4834464 0.68031046 0.40909268 0.71852366 0.22401633 0.46362891 0.30034965 0.47867324 0.55735383 0.44818051] [-0.181215] [ 0.3287631 0.57431259 0.57150916 0.54742006 0.47266787 0.64433476 0.33524074 0.42998589 0.43712957 0.5730162 ] [-0.33876766] [ 0.82057736 0.49085222 0.54467787 0.32796888 0.32983698 0.19704072 0.42013045 0.75563579 0.46267242 0.29166664] [-0.5079593] [ 0.74476753 0.67140634 0.39140724 0.44329978 0.27214392 0.23571007 0.41551336 0.60115426 0.51563916 0.40594611] [-0.24475847] [ 0.38821652 0.38264441 0.58477581 0.41657056 0.47284662 0.39873368 0.45520694 0.36760132 0.44751644 0.32098466] [ 1.00875629] [ 0.76517711 0.62485506 0.56776446 0.29546389 0.44747578 0.37010268 0.51386285 0.67582634 0.57352732 0.35434079] [ 0.52693439] [ 0.29358286 0.5842595 0.50948827 0.62139564 0.51253566 0.79077241 0.37253854 0.49547936 0.4889406 0.58585668] [ 0.61260309] [ 0.39682878 0.4965159 0.50649111 0.50661048 0.49710135 0.59916033 0.36134527 0.5266056 0.58530515 0.41803399] [ 0.79188033] [ 0.66172772 0.63033856 0.49278768 0.48118341 0.28004293 0.28747289 0.45629319 0.66146532 0.5039171 0.46161975] [ 0.03324777] [ 0.41167702 0.37671919 0.54431764 0.60495542 0.56790374 0.76286557 0.44818847 0.52252506 0.33506098 0.54714891] [ 2.56395756] [ 0.56819608 0.6450278 0.39007346 0.57951545 0.44393245 0.39064659 0.5613699 0.56209445 0.61932322 0.31752944] [ 0.30998721] [ 0.25577961 0.5548584 0.56872197 0.68316713 0.46893184 0.79448319 0.3436861 0.29735186 0.42364634 0.66006314] [-0.16898376] [ 0.44538654 0.39538361 0.56439044 0.52284457 0.44103707 0.35322203 0.40845226 0.47720591 0.49633864 0.36342678] [-0.25509236] [ 0.61823595 0.72566504 0.5400488 0.52313564 0.50910453 0.44876023 0.44942881 0.6561304 0.57909298 0.5223132 ] [ 1.2941088] [ 0.52040652 0.53724943 0.46520762 0.32305398 0.36514568 0.54062605 0.39361698 0.66976501 0.47235637 0.39595792] [ 2.20859759] [ 0.63105403 0.65834165 0.44880875 0.59021935 0.24194224 0.35261835 0.33795842 0.50655593 0.62718133 0.36915669] [ 0.00313475] [ 0.27095203 0.61623877 0.41162011 0.7261443 0.40928356 0.63074414 0.43111082 0.36769301 0.54072326 0.52913679] [ 0.11940746] [ 0.27641234 0.38459208 0.5424023 0.5855859 0.42784157 0.59665498 0.40779153 0.36128817 0.49176593 0.42705982] [-0.04141748] [ 0.3501322 0.30971211 0.65813099 0.39344947 0.52236951 0.57947857 0.47391207 0.41801648 0.34545426 0.46581245] [ 0.5325272] [ 0.37965152 0.51927365 0.49609238 0.65540952 0.33831244 0.53102971 0.4670746 0.47867048 0.55081368 0.42102003] [ 1.70208466] [ 0.66698894 0.68826955 0.49995265 0.47102517 0.37808663 0.35022408 0.45541106 0.59775199 0.59982286 0.33288783] [ 1.51445624] [ 0.55978793 0.66819192 0.47132531 0.64130741 0.45984413 0.46024547 0.4790952 0.72430181 0.49691763 0.52002886] [ 0.24550429] [ 0.21489025 0.72999138 0.3341015 0.68724696 0.43747062 0.67532862 0.2914778 0.33022102 0.43484916 0.63559956] [-0.19223757] [ 0.39914276 0.48748018 0.50106043 0.42488013 0.5255826 0.66513121 0.39181878 0.61847167 0.44613957 0.5516879 ] [-0.19742824] [ 0.41772774 0.75264139 0.36457435 0.64615259 0.33445692 0.52837006 0.47021316 0.55814923 0.51316835 0.49961504] [-0.49681149] [ 0.47658556 0.74694251 0.40715781 0.63944465 0.33478567 0.44041959 0.32803306 0.5291379 0.51766925 0.65528896] [-0.50532217] [ 0.4308202 0.5200376 0.56584395 0.45706479 0.55091563 0.42655829 0.39438879 0.31174248 0.33089591 0.49743811] [-0.47903505] [ 0.61029208 0.81865783 0.52201669 0.44753796 0.41307645 0.51824461 0.54661749 0.63387832 0.6179418 0.59557089] [ 0.02173244] [ 0.68018425 0.61414311 0.49754001 0.39034912 0.33128266 0.25516275 0.48157548 0.72462118 0.54284461 0.34029624] [ 0.33001725] [ 0.27274264 0.4891706 0.53641792 0.46933729 0.46274415 0.56592657 0.48891362 0.46967928 0.47320406 0.47751848] [-0.61538593] [ 0.45483856 0.72910482 0.31433979 0.63804118 0.34237744 0.64218912 0.40560584 0.70238604 0.57700167 0.51854593] [-0.0083535] [ 0.23484504 0.32191914 0.58896369 0.5651443 0.48029351 0.66963781 0.38097961 0.33006602 0.37168011 0.49614131] [ 0.8572364] [ 0.38963245 0.48338038 0.63055277 0.45535987 0.52197025 0.49508221 0.43248043 0.43288087 0.49989535 0.47987925] [ 0.11717938] [ 0.22307743 0.49858024 0.49181554 0.60350153 0.49939769 0.64298208 0.3961724 0.36301854 0.45826767 0.66705885] [ 0.0239398] [ 0.65051148 0.67315452 0.53505732 0.44052043 0.36242281 0.36896263 0.6072179 0.71720087 0.62711729 0.36388779] [ 0.53311779] [ 0.43953834 0.46460194 0.56102669 0.473209 0.58130146 0.64028989 0.55885066 0.53071013 0.41770111 0.51747016] [ 1.36827884] [ 0.61669772 0.64056645 0.46754764 0.36677892 0.39318308 0.37379754 0.45899943 0.65632059 0.57258909 0.41153733] [-0.12528896] [ 0.8230636 0.64794808 0.54232417 0.24632936 0.32627084 0.13791324 0.56169691 0.69547935 0.67694823 0.24335436] [-0.11461334] [ 0.43781081 0.53461839 0.5917112 0.4962547 0.38840787 0.48932231 0.42670605 0.52738869 0.43964447 0.46904541] [-0.44829684] [ 0.47554481 0.44937701 0.61536436 0.39157205 0.45490817 0.37601689 0.55134774 0.55060019 0.44022726 0.38685626] [-0.43469444] [ 0.83750364 0.62833027 0.56183876 0.39708882 0.21365427 0.15568807 0.44416072 0.71974913 0.67955482 0.23888986] [-0.0418767] [ 0.35133945 0.76135803 0.36478883 0.75705632 0.34375116 0.60615735 0.43612872 0.59182716 0.5147104 0.76445109] [-0.28599652] [ 0.40487481 0.27062569 0.70825862 0.49991412 0.50773245 0.57409036 0.51587732 0.42274156 0.32462514 0.4313061 ] [-0.19835199] [ 0.46525251 0.36671151 0.66594531 0.38124395 0.47829736 0.65740984 0.42926525 0.43370226 0.41180253 0.51650367] [ 3.05867994] [ 0.79403703 0.57278668 0.58489718 0.23515641 0.3675744 0.18796637 0.57921243 0.79615893 0.64513283 0.21732544] [-0.60423226] [ 0.5913946 0.46883274 0.55048273 0.55755253 0.56307501 0.44093122 0.49527224 0.58604898 0.45760526 0.29199578] [ 0.50972816] [ 0.73602146 0.58526839 0.52234448 0.36971635 0.33576001 0.38121601 0.55074133 0.70980327 0.45933492 0.34656564] [ 0.74178185] [ 0.27161564 0.73337481 0.48709384 0.6781161 0.49093771 0.63015188 0.36351388 0.36501028 0.6038445 0.77587522] [-0.2484785] [ 0.36799662 0.36359378 0.66093589 0.38858256 0.54315171 0.53519551 0.39903274 0.31465544 0.3687462 0.46221123] [-0.54149962] [ 0.56946574 0.73866966 0.57798473 0.46786238 0.5423735 0.56829437 0.41738629 0.49903821 0.53930363 0.61451615] [-0.34370997] [ 0.43876227 0.38117137 0.64338056 0.49500563 0.42187391 0.55373577 0.39887742 0.47901675 0.38594262 0.42041244] [ 0.9802358] [ 0.54866223 0.74066331 0.47946755 0.64191045 0.35286581 0.43738039 0.45240315 0.70707897 0.61083496 0.49826601] [ 0.45210741] [ 0.69107949 0.44815562 0.6217602 0.43196677 0.41567582 0.32722117 0.56514237 0.76232006 0.50814323 0.26362629] [ 0.31649552] [ 0.36170912 0.51454018 0.51731256 0.52915578 0.43059552 0.66006206 0.37680831 0.56105027 0.52503181 0.4905879 ] [-0.80751097] [ 0.47125038 0.73978556 0.34318974 0.71326083 0.31473728 0.4601398 0.41393315 0.6240789 0.4748979 0.45288179] [-0.43834813] [ 0.78748972 0.52480697 0.62079797 0.24656103 0.37786091 0.30383906 0.57520728 0.59574765 0.49367923 0.33693332] [-0.20219196] [ 0.6168226 0.58330637 0.4419697 0.42921027 0.39069017 0.54813066 0.45568621 0.74074495 0.63050307 0.44864741] [ 0.10218252] [ 0.66248283 0.52776124 0.53071901 0.33699971 0.29162207 0.20250909 0.51891572 0.71404827 0.62637682 0.24650532] [-0.2187705] [ 0.37155506 0.63602471 0.40648183 0.54456021 0.32568792 0.63526504 0.49490041 0.56503073 0.48165089 0.45100163] [ 2.39956242] [ 0.7472498 0.58734085 0.56647994 0.46863657 0.43674055 0.3179303 0.45204967 0.69513602 0.56129502 0.30913465] [ 0.10308995] [ 0.60835391 0.70311612 0.51587362 0.61986077 0.40338984 0.56535756 0.48142276 0.7208551 0.59503523 0.54885756] [ 0.56413665] [ 0.54483311 0.81596254 0.35437829 0.47167891 0.25836568 0.39519585 0.40767148 0.67766912 0.68744746 0.5372536 ] [-0.56286707] [ 0.64720841 0.64447816 0.53255123 0.34362779 0.39993367 0.32918314 0.44764595 0.7392463 0.55149097 0.44228925] [ 0.72947285] [ 0.43277237 0.64441837 0.43992049 0.67623116 0.28085264 0.50469437 0.42767789 0.48731477 0.56208579 0.54158183] [-0.5659402] [ 0.40824165 0.32015112 0.65298538 0.31329995 0.54884996 0.42941785 0.47494384 0.31522246 0.41319688 0.34705076] [-0.27739498] [ 0.55536145 0.58341213 0.46145179 0.51934884 0.30738329 0.26184355 0.4565667 0.62658359 0.51472923 0.29888573] [-0.75470307] [ 0.48386941 0.49775421 0.60052111 0.46085065 0.39915187 0.43153027 0.46043787 0.49413036 0.51479636 0.34278777] [-1.21465082] [ 0.6795822 0.78079977 0.43190525 0.58434533 0.19783886 0.2731305 0.39922367 0.61363178 0.62361221 0.36442731] [ 0.10768097] [ 0.62765083 0.50272778 0.47949509 0.46409216 0.54939363 0.5126168 0.52208787 0.53847867 0.45378339 0.36198329] [-0.34008022] [ 0.43197824 0.74786981 0.44647374 0.66529823 0.31831571 0.57270385 0.39558542 0.40845328 0.62163673 0.58358056] [ 0.28789475] [ 0.36486411 0.55940045 0.47320609 0.44300677 0.35342288 0.56575103 0.42161109 0.59063227 0.44387099 0.48474592] [ 0.04770677] [ 0.47626754 0.63464112 0.46561522 0.5463233 0.38168474 0.31820724 0.44987495 0.58281769 0.49213814 0.57909777] [-0.26206935] [ 0.31620074 0.58958151 0.42043776 0.48182281 0.44138359 0.58246525 0.40880074 0.43482423 0.48821934 0.51642979] [-0.65146342] [ 0.50928988 0.78866389 0.32260856 0.63364532 0.28046475 0.55308282 0.52124388 0.74643991 0.6041363 0.38808847] [-0.54402267] [ 0.65747852 0.60457533 0.55323669 0.52634594 0.48462847 0.45770879 0.52530713 0.55736123 0.63447333 0.37257971] [-0.22015319] [ 0.37546726 0.46114306 0.4414159 0.63279376 0.34292962 0.44097092 0.48943279 0.52422212 0.42442938 0.34596709] [ 0.41403246] [ 0.46824944 0.66939585 0.36615409 0.41923472 0.34282052 0.5591502 0.43416316 0.49505539 0.64127216 0.48357405] [ 0.11165596] [ 0.27396707 0.53153091 0.52176837 0.60514699 0.44062685 0.79151559 0.34282472 0.47121272 0.45246194 0.66724438] [-0.25517686] [ 0.4750898 0.35376431 0.63938736 0.48032733 0.53350322 0.43689276 0.46657193 0.41810728 0.31215275 0.5738586 ] [-0.71949797] [ 0.65015176 0.59205853 0.58430918 0.52980793 0.42000359 0.5287141 0.46515481 0.69258392 0.52722568 0.46971791] [-0.1667941] [ 0.65321495 0.68770922 0.50287251 0.40187465 0.33457505 0.40034761 0.57805313 0.75070588 0.56593043 0.44136286] [ 1.06033744] [ 0.82998387 0.54715484 0.67880463 0.15156581 0.42080526 0.29162983 0.67157594 0.76729754 0.54463246 0.32865565] [ 0.58104352] [ 0.24821204 0.43210349 0.50780951 0.63759553 0.48288596 0.72757412 0.36635841 0.37714086 0.44760679 0.48568951] [ 0.0964464] [ 0.55326199 0.48711657 0.62288291 0.4225011 0.45907012 0.41995925 0.5015621 0.55634296 0.4391051 0.39780682] [ 0.1848067] [ 0.24846504 0.59254891 0.45243462 0.68783406 0.4800247 0.76024865 0.44425367 0.3958796 0.42854596 0.62278086] [ 0.37843238] [ 0.22307635 0.49718102 0.6074297 0.55181452 0.48152661 0.78631772 0.34001936 0.29265259 0.39413123 0.67541048] [ 0.55134011] [ 0.695284 0.59907117 0.51481081 0.33597556 0.30673237 0.19191101 0.50409398 0.71758592 0.59902184 0.25914195] [-0.4547423] [ 0.43784618 0.6582515 0.31373148 0.69215423 0.29579928 0.47113958 0.38326167 0.56483838 0.5224389 0.41971834] [ 1.03194384] [ 0.84301996 0.44043906 0.66603972 0.16705738 0.39654291 0.20159902 0.61596202 0.68378184 0.52131073 0.26101725] [ 0.14190391] [ 0.22645606 0.6235588 0.49223927 0.68884446 0.51767932 0.69683485 0.36979539 0.33698698 0.50609493 0.62151147] [ 1.53377265] [ 0.51334251 0.59120597 0.38882973 0.62995106 0.33390748 0.3743573 0.39821711 0.51889381 0.48444361 0.40950432] [ 1.78209915] [ 0.79699519 0.42158528 0.68853293 0.21026449 0.51568055 0.18696375 0.47886519 0.71932561 0.39477828 0.35019091] Progress: 18.9% ... Training loss: 0.543 ... Validation loss: 0.806[ 0.62650119] [ 0.66683036 0.37592741 0.68152702 0.24425403 0.35028994 0.31992549 0.54013334 0.68370883 0.47799065 0.26089951] [-0.81459832] [ 0.50940645 0.68106184 0.45937163 0.65988513 0.43019441 0.53881931 0.38425492 0.54466879 0.55069194 0.46573385] [ 0.48015966] [ 0.43766795 0.64373597 0.44149551 0.67390082 0.27854314 0.49726499 0.42979906 0.49306153 0.56420357 0.53582324] [-0.41985754] [ 0.60549151 0.57948645 0.53118366 0.58315918 0.28589563 0.34562678 0.44050338 0.60788437 0.44990541 0.31047097] [-1.19897849] [ 0.58930132 0.68492983 0.49079351 0.578378 0.25976689 0.35410512 0.41701426 0.56330055 0.55554304 0.37491328] [ 0.10730115] [ 0.22030183 0.54685289 0.45123866 0.67447305 0.42323065 0.6466774 0.32590172 0.30532219 0.48355777 0.51889521] [-0.76683962] [ 0.47094288 0.5315941 0.55699811 0.56509633 0.44294557 0.61711945 0.45418318 0.51621635 0.36880243 0.44874815] [ 0.2565193] [ 0.64894408 0.64825129 0.53798416 0.36493119 0.35405526 0.31371586 0.53027899 0.62935369 0.60294437 0.35954218] [-0.52212543] [ 0.5050677 0.29311984 0.63133677 0.41840558 0.52526236 0.6084234 0.54307433 0.49346367 0.25608237 0.40953424] [ 0.13953892] [ 0.43545871 0.5246319 0.57236881 0.4578329 0.49805179 0.51835838 0.44988488 0.60239712 0.45444595 0.47255864] [ 2.12206547] [ 0.81456533 0.51192909 0.57569183 0.4099775 0.26642823 0.14901746 0.50433376 0.7092436 0.51200409 0.17883376] [-0.27379055] [ 0.78260298 0.36931459 0.6280765 0.34158384 0.46953322 0.36309041 0.55381795 0.68855921 0.34081944 0.33153434] [-0.92158848] [ 0.69688612 0.6080852 0.54627045 0.25627264 0.38061204 0.22919782 0.48000606 0.72216531 0.4814257 0.39289002] [-0.80335705] [ 0.36903056 0.47678855 0.54176838 0.53474144 0.43415399 0.60653296 0.51307044 0.47655993 0.479172 0.39700752] [ 0.83471839] [ 0.786823 0.59979712 0.51112784 0.34657913 0.26367696 0.15713742 0.56905819 0.71066478 0.6323772 0.19742666] [-0.38968695] [ 0.64517576 0.65577033 0.47267626 0.3066315 0.38039457 0.42449065 0.50652191 0.56942837 0.54707807 0.48786602] [ 0.86922714] [ 0.70680742 0.78447484 0.52723842 0.44655119 0.3566367 0.50022354 0.50619053 0.62163887 0.70930212 0.52141388] [ 0.27940642] [ 0.82514066 0.64986225 0.5540549 0.31016922 0.30355744 0.18423877 0.60947331 0.72153387 0.62784331 0.31363511] [ 0.41177075] [ 0.56543044 0.69577961 0.40214141 0.59575688 0.35189325 0.54442093 0.45894401 0.61335596 0.56648735 0.52900918] [-0.63345839] [ 0.42612002 0.56114033 0.47650361 0.37021731 0.41727348 0.60552259 0.45542778 0.56801661 0.47789902 0.38339153] [-0.10809817] [ 0.7913029 0.59470592 0.58686618 0.3126519 0.34661382 0.1735233 0.5954614 0.67632006 0.60065934 0.30293012] [-0.06422024] [ 0.22508537 0.26091956 0.60687919 0.57848136 0.47474388 0.59782715 0.40155755 0.33557164 0.37738929 0.36635031] [-0.0137192] [ 0.57151064 0.28109788 0.64195032 0.31098569 0.50590988 0.58568563 0.44431326 0.65702477 0.435943 0.36002968] [-0.41859996] [ 0.57995294 0.59963532 0.51451215 0.55765155 0.47097506 0.49635581 0.4320458 0.58971338 0.55811574 0.47264932] [-0.35436709] [ 0.46894824 0.4886279 0.54830589 0.4670466 0.40926935 0.57596627 0.41482599 0.62334522 0.5302951 0.41780046] [-0.96177519] [ 0.88521598 0.66222191 0.58769143 0.30813317 0.38469064 0.26190844 0.5382621 0.81267137 0.65848281 0.29913572] [-0.53284625] [ 0.65037964 0.71199947 0.51358513 0.44679107 0.42993069 0.35684953 0.56276982 0.65484981 0.63757242 0.3712325 ] [-0.20199885] [ 0.55857053 0.48124379 0.4899384 0.43809133 0.26654657 0.39124534 0.48566449 0.51236397 0.48770843 0.32552874] [-0.77814232] [ 0.63785835 0.7017973 0.47869098 0.52870531 0.2407801 0.39582791 0.40697812 0.54166189 0.59124216 0.45650199] [-0.48852273] [ 0.38598647 0.68209764 0.45615526 0.67066794 0.42321806 0.6639413 0.38236848 0.55472843 0.59729691 0.60061907] [-0.23212804] [ 0.4050546 0.39198488 0.56563603 0.4595243 0.54809853 0.43001384 0.36251554 0.50626611 0.49990545 0.52659927] [-0.86087996] [ 0.3931872 0.60500333 0.39293249 0.59357416 0.43434057 0.37312816 0.40068896 0.41262296 0.45981282 0.47552887] [-0.76210071] [ 0.45285732 0.62324667 0.39325119 0.65705546 0.45100559 0.465811 0.437376 0.41292579 0.42533237 0.46503165] [-0.79197897] [ 0.55953805 0.64351206 0.50264646 0.66359568 0.52399363 0.62809052 0.44950417 0.54829106 0.47847664 0.48619947] [-0.00037952] [ 0.33329225 0.71437229 0.390896 0.6237294 0.34084653 0.63801091 0.49288739 0.59357546 0.52160741 0.50101092] [ 0.97436834] [ 0.39037185 0.46804969 0.5551188 0.39983246 0.49063714 0.54789585 0.56110305 0.59032041 0.41411381 0.38698575] [-0.36744092] [ 0.77458541 0.61306148 0.55822242 0.30599666 0.27170843 0.2013627 0.60263401 0.7508868 0.67084291 0.25263811] [-0.31596088] [ 0.87394836 0.32473309 0.67221231 0.21147604 0.41488804 0.19551345 0.61441065 0.77756714 0.33224889 0.30713352] [-0.50546095] [ 0.41977253 0.52823173 0.58139833 0.42633083 0.5462828 0.47573274 0.483758 0.52336926 0.43888014 0.6778578 ] [-0.38072355] [ 0.37475451 0.76116088 0.36427819 0.61570029 0.4296809 0.7700583 0.36349551 0.6382044 0.49615588 0.67858451] [-1.14092628] [ 0.55881278 0.70429629 0.38741868 0.55492814 0.4401445 0.36703138 0.32299626 0.5629573 0.52767691 0.47213187] [-1.20363395] [ 0.74301983 0.63707727 0.57891695 0.45106279 0.29198731 0.2459283 0.4928449 0.61559521 0.6518621 0.36496705] [-1.07426641] [ 0.72195626 0.56600179 0.56383616 0.36645962 0.36968726 0.21247536 0.42688657 0.70780084 0.56711058 0.45552651] [-0.87160694] [ 0.59542399 0.70847477 0.55670215 0.4835035 0.38910166 0.49194986 0.49134989 0.5578142 0.63303293 0.47178732] [-0.55301849] [ 0.34776857 0.3821188 0.5182981 0.41402811 0.48735021 0.54286382 0.39456115 0.40877627 0.33941764 0.36504356] [-0.836086] [ 0.43887403 0.54241244 0.47535662 0.57076835 0.40802718 0.57332507 0.51526617 0.54823405 0.49351246 0.37313384] [-0.18013377] [ 0.47802167 0.61001166 0.45024179 0.54688176 0.31421701 0.4549105 0.41308266 0.55003188 0.53332227 0.49545793] [-0.08145764] [ 0.28940688 0.56864496 0.47873261 0.61479726 0.52899529 0.85467956 0.35556522 0.56051912 0.52409795 0.6539324 ] [-0.51022702] [ 0.43688692 0.68600222 0.50964655 0.58385578 0.58426177 0.59723189 0.42703758 0.46754021 0.45041333 0.64855132] [ 0.41547129] [ 0.17989597 0.75376852 0.44230722 0.73509735 0.45953137 0.76795129 0.339973 0.33054342 0.49180646 0.81106585] [-0.88010787] [ 0.42924294 0.6827835 0.34049512 0.67983807 0.39927993 0.56695715 0.42959399 0.60120936 0.55214619 0.45979939] [-0.96000931] [ 0.6043798 0.77473775 0.51009799 0.56893042 0.34079178 0.47130552 0.45640526 0.62255978 0.57788023 0.47728278] [-0.76314978] [ 0.61655476 0.48343296 0.61742705 0.38363669 0.45803536 0.47807134 0.54832215 0.63129269 0.36767215 0.38532946] [-0.10052727] [ 0.45411841 0.54737652 0.47661532 0.50281642 0.36537087 0.69336444 0.35963158 0.53336536 0.45238549 0.49818572] [-0.56633797] [ 0.45244511 0.70163428 0.33344503 0.68802295 0.42385388 0.50293985 0.45922641 0.54466692 0.60571727 0.45842734] [-0.14329555] [ 0.55731701 0.77281502 0.42366992 0.53892646 0.35934348 0.64371238 0.44678662 0.55185455 0.57473504 0.59108178] [-0.48455491] [ 0.46984848 0.60981721 0.53529321 0.5261698 0.45451956 0.61977774 0.44084899 0.49666465 0.37236114 0.59425235] [-0.07020018] [ 0.61554186 0.40640891 0.61377447 0.38814006 0.54422881 0.43302322 0.4628166 0.58633226 0.38789225 0.37249153] [-0.04747479] [ 0.72898996 0.50890765 0.56454095 0.28987884 0.46907226 0.37655895 0.55656049 0.62346925 0.44061214 0.40081215] [-0.20119323] [ 0.31108912 0.59382812 0.52635734 0.64231962 0.55629455 0.6506175 0.41065572 0.33125098 0.50612158 0.55195354] [ 0.40673293] [ 0.7199817 0.65093142 0.46234445 0.53231223 0.24249464 0.18091144 0.52324409 0.7337836 0.57067549 0.51957465] [-0.82538302] [ 0.55745295 0.71128905 0.48011113 0.54035392 0.30829692 0.55587499 0.43414946 0.55353413 0.56010928 0.58193509] [ 1.03084831] [ 0.72077866 0.33452734 0.68305827 0.16299027 0.46247951 0.26428238 0.52411956 0.71568604 0.43546595 0.2781885 ] [-0.87398075] [ 0.55562404 0.74610259 0.43298204 0.42378691 0.43168892 0.54689832 0.42904424 0.57090312 0.56345836 0.66054556] [-0.52319174] [ 0.50733675 0.71776594 0.52486365 0.71369959 0.53558135 0.66150215 0.44572371 0.52489376 0.61328402 0.58501636] [ 0.2580709] [ 0.35200164 0.60161385 0.36086084 0.63438697 0.37659555 0.45020953 0.42762485 0.50777193 0.52931442 0.49386673] [ 0.52899602] [ 0.56228085 0.49778994 0.56806545 0.37857494 0.53977001 0.49683131 0.4959291 0.61711875 0.52747816 0.39571675] [-0.69552162] [ 0.51829977 0.77222986 0.43951266 0.65359245 0.50809469 0.52247013 0.45420329 0.44099757 0.52953223 0.56444272] [-1.06336348] [ 0.63170207 0.59276006 0.59762425 0.54337099 0.43114934 0.43195653 0.41470507 0.58992557 0.5663298 0.39848764] [-0.25647415] [ 0.23249339 0.30075902 0.70389784 0.38270962 0.59637252 0.70459135 0.47471803 0.27938507 0.30886145 0.51186797] [ 0.05996108] [ 0.53742879 0.68650567 0.44838193 0.44634005 0.28605941 0.35158807 0.37507585 0.60677483 0.58738901 0.45213189] [-0.35069749] [ 0.5335897 0.56114175 0.45903625 0.40429398 0.27922211 0.40040261 0.48587314 0.55532123 0.44656375 0.38977353] [-0.13401246] [ 0.82699762 0.54862425 0.5679956 0.56106568 0.35160213 0.14824663 0.53082403 0.85286162 0.52112326 0.37686674] [-0.41023273] [ 0.52192921 0.38077973 0.61129972 0.32911393 0.4853699 0.38840421 0.46068933 0.62686947 0.57684072 0.35053775] [ 0.72753137] [ 0.79716397 0.71081414 0.44222325 0.41101835 0.23430233 0.17238215 0.53736455 0.71041739 0.67393535 0.24038931] [ 0.57610663] [ 0.33126762 0.4618825 0.54829505 0.57118319 0.50829498 0.56265376 0.46008503 0.46747109 0.48299511 0.42330617] [-0.21473203] [ 0.3690023 0.76559933 0.2811352 0.76133563 0.4457086 0.66530325 0.37695512 0.52731412 0.53583004 0.7542738 ] [ 1.08878185] [ 0.54453824 0.65851097 0.4639635 0.550218 0.30584786 0.28586634 0.39355937 0.61146982 0.41691336 0.49328135] [ 1.10144794] [ 0.82129589 0.58440299 0.59459028 0.51706574 0.36754353 0.24191729 0.4316707 0.73354464 0.53211605 0.32227444] [ 0.47934947] [ 0.19330201 0.42021825 0.54229046 0.59472306 0.50113513 0.68054003 0.35016145 0.39277912 0.32811094 0.49763531] [ 0.29434857] [ 0.33829816 0.47222618 0.51828605 0.57299992 0.48512269 0.5764247 0.42421441 0.50557679 0.49471669 0.47196203] [ 1.25247012] [ 0.67415656 0.69247515 0.44425276 0.45433134 0.262228 0.29396112 0.51637666 0.79179338 0.57653416 0.4205102 ] [ 0.60858672] [ 0.81887051 0.36197625 0.68933012 0.28693201 0.42933241 0.25145963 0.51333189 0.71413768 0.42827185 0.25911769] [-0.86521408] [ 0.46601662 0.41877829 0.62807237 0.50310623 0.46815517 0.45722839 0.39998768 0.37241498 0.31994541 0.424402 ] [ 1.12419587] [ 0.70943172 0.58951734 0.55649651 0.34185699 0.42305199 0.29833378 0.59640939 0.5946224 0.61508533 0.33651573] [ 0.52147867] [ 0.52911037 0.44578134 0.5663239 0.3031813 0.52910906 0.47063076 0.43921042 0.6030605 0.50802475 0.38992111] [-0.07357356] [ 0.58557352 0.57583515 0.46613922 0.5115998 0.40201796 0.47671766 0.46109671 0.60003253 0.59667521 0.33962798] [ 0.27287548] [ 0.64159252 0.42577857 0.59285537 0.2589232 0.50024197 0.38252626 0.47884194 0.66751959 0.51845791 0.32158541] [-0.75689966] [ 0.37694004 0.33999497 0.61325541 0.57208674 0.36361536 0.4398688 0.4900651 0.46191019 0.4421405 0.3051816 ] [-0.25723662] [ 0.30345417 0.67929779 0.40334715 0.63252397 0.42825526 0.69317328 0.32157836 0.40478208 0.47404848 0.552637 ] [ 0.51029194] [ 0.57467169 0.64116864 0.51537807 0.44049644 0.39793884 0.43356811 0.51765779 0.66182879 0.49156165 0.48385206] [ 0.05294394] [ 0.23225452 0.56306666 0.54990778 0.58360153 0.60390592 0.77390028 0.37916443 0.36860849 0.47766383 0.72366142] [-0.46631141] [ 0.30734285 0.58384173 0.43739847 0.57021139 0.4255104 0.72629541 0.4047568 0.55701592 0.56970325 0.52187104] [-1.31695364] [ 0.73266146 0.7263305 0.50573065 0.55615519 0.36215669 0.41171922 0.43732017 0.73470868 0.60739728 0.42026051] [-1.12786829] [ 0.58323016 0.79052065 0.46394976 0.49834669 0.45877093 0.44646899 0.52851608 0.56646067 0.57027498 0.54019453] [ 0.20336766] [ 0.35000467 0.55136868 0.54943416 0.59032906 0.53108084 0.6052927 0.45080515 0.33632658 0.46335811 0.60170355] [-0.89336353] [ 0.40904082 0.69350496 0.42967871 0.66837394 0.33362792 0.55778963 0.48461503 0.67402675 0.59137415 0.41426956] [ 0.01150737] [ 0.20633402 0.46439189 0.56605391 0.49758298 0.50778081 0.64523106 0.4165495 0.38440564 0.4393705 0.56803886] [-0.25162334] [ 0.33594471 0.45865003 0.43418813 0.64531341 0.42875727 0.34806743 0.57356517 0.59820511 0.4260536 0.50094282] [ 1.65618297] [ 0.48850878 0.51456884 0.5615786 0.46805117 0.40439734 0.54912539 0.45002189 0.57862214 0.52874385 0.39143169] [ 0.32911291] [ 0.49203379 0.64900076 0.47626088 0.65400693 0.32800959 0.5654925 0.4361285 0.64301656 0.47241172 0.51861469] [ 0.30110557] [ 0.63715355 0.53373052 0.58599077 0.48456964 0.38067333 0.26041639 0.44542979 0.55967308 0.51974716 0.31918726] [-0.90066611] [ 0.83180666 0.55704697 0.58140395 0.28231653 0.37116077 0.19804943 0.61833929 0.70457361 0.51273992 0.28089312] [-0.18615886] [ 0.60223525 0.58996339 0.34374001 0.53736648 0.28533291 0.28251855 0.39983656 0.5038162 0.50780325 0.37522578] [ 0.09523999] [ 0.32718389 0.33919735 0.53693726 0.3014011 0.54364796 0.43103235 0.4253112 0.49575191 0.32728416 0.33617103] [-0.07999206] [ 0.52700686 0.62267685 0.56357442 0.53542469 0.4594788 0.43868047 0.44819277 0.62175128 0.53942644 0.48548138] [ 1.85001968] [ 0.55585092 0.64659967 0.32367535 0.68705905 0.37483096 0.29288658 0.5713064 0.664828 0.61747396 0.50551708] [-1.09454714] [ 0.80591904 0.60581933 0.55251081 0.35206459 0.26192915 0.19793609 0.46229466 0.71394039 0.63918315 0.28786593] [ 0.19046559] [ 0.29966542 0.53375218 0.47254967 0.59978198 0.51823306 0.60663668 0.39575535 0.45355464 0.49263358 0.44941897] [-0.24578554] [ 0.65875042 0.62479539 0.49742428 0.47303212 0.28456795 0.28608839 0.45741523 0.65884405 0.50000908 0.46033952] [ 0.79651204] [ 0.39101517 0.65176643 0.50108351 0.51994411 0.50287832 0.50607302 0.35193985 0.5098524 0.45023792 0.67349296] [-0.45881938] [ 0.38257442 0.46642679 0.40780099 0.62427992 0.58326241 0.7558317 0.36832752 0.59725625 0.40382059 0.50371114] [-0.25045016] [ 0.75200852 0.59758378 0.50251094 0.40594198 0.35912297 0.22343037 0.42080447 0.62878572 0.61367086 0.27282024] [-0.95380166] [ 0.56959778 0.66869375 0.50379569 0.34222394 0.35956974 0.31952502 0.53414672 0.48561172 0.70738233 0.37213814] [-0.88030953] [ 0.46094159 0.81048212 0.32854071 0.66982673 0.33506735 0.30949119 0.36984643 0.4960325 0.49773451 0.63021951] [ 0.51924787] [ 0.61758267 0.70631676 0.45149007 0.60490763 0.43959246 0.55908403 0.43898601 0.73119663 0.51912233 0.42499038] [-1.09454714] [ 0.80591904 0.60581933 0.55251081 0.35206459 0.26192915 0.19793609 0.46229466 0.71394039 0.63918315 0.28786593] [-0.38630164] [ 0.80412336 0.36390256 0.65807636 0.19333436 0.37138073 0.30063151 0.50953992 0.66934276 0.37307186 0.26492209] [-0.70379228] [ 0.68253548 0.70884746 0.40369289 0.55746474 0.29386609 0.18437107 0.4101484 0.57303838 0.6929368 0.35322442] [-0.02591997] [ 0.44423154 0.22795025 0.70334852 0.3281002 0.57811718 0.36930648 0.40563663 0.47724998 0.22790008 0.34856764] [-0.03795488] [ 0.43908857 0.63687626 0.45437308 0.44604961 0.34591629 0.36821453 0.55686124 0.52835119 0.57251341 0.46127724] [-0.68427333] [ 0.43890779 0.55925165 0.46016607 0.43612119 0.4442803 0.4435346 0.44540071 0.51512874 0.37119509 0.70373744] [ 1.51287839] [ 0.7678336 0.39539768 0.6133578 0.23993636 0.33936248 0.18259603 0.55669355 0.78979631 0.41666366 0.16927979] [-0.72440237] [ 0.68720871 0.4806252 0.61581837 0.4098353 0.42462844 0.2200542 0.43654455 0.61593101 0.4814167 0.43890991] [ 0.63353578] [ 0.52875583 0.67465899 0.43585801 0.51071318 0.2874321 0.32895049 0.42192878 0.57959579 0.57682122 0.4279727 ] [-0.335141] [ 0.45685273 0.48296193 0.5200006 0.38959717 0.50293842 0.60438368 0.32876875 0.55088375 0.43193922 0.43343702] [-0.89825571] [ 0.78965748 0.58650942 0.60161523 0.28841858 0.30190798 0.21533452 0.54756613 0.77427616 0.69536274 0.29084556] [-0.49176262] [ 0.71326829 0.57412853 0.53497871 0.44102435 0.46358381 0.46839322 0.42774085 0.67704485 0.49591901 0.41168189] Progress: 19.1% ... Training loss: 0.516 ... Validation loss: 0.862[ 1.23165043] [ 0.75199565 0.63263833 0.55070164 0.49783573 0.38572955 0.39556766 0.45356632 0.75815748 0.59974527 0.3454251 ] [ 0.1194249] [ 0.70711733 0.66082368 0.39438085 0.48281859 0.2941495 0.32240464 0.41591824 0.5289928 0.54507518 0.33064131] [-0.77299029] [ 0.39603196 0.54089243 0.47712608 0.53569854 0.44346995 0.39827759 0.39867973 0.41172219 0.5199816 0.37110405] [-0.49351122] [ 0.38657896 0.57671086 0.58945214 0.49553573 0.41942583 0.64235809 0.47179357 0.52060803 0.37685944 0.48229171] [-0.88074063] [ 0.66064068 0.53062153 0.54499607 0.46410162 0.43817082 0.5714652 0.42497031 0.61362209 0.36061871 0.46982943] [ 0.95125492] [ 0.49616638 0.43677432 0.55873184 0.48629665 0.43928077 0.48703571 0.47940945 0.6192505 0.48997619 0.29791155] [-0.26792215] [ 0.33504297 0.57601876 0.44527847 0.58108436 0.44917547 0.64120648 0.36886405 0.45294845 0.49304935 0.53933281] [-0.66374135] [ 0.67328044 0.55750726 0.52048187 0.35058428 0.35320192 0.35577888 0.56676001 0.52758025 0.57124393 0.33542434] [ 0.33711473] [ 0.82915528 0.53459407 0.55519094 0.27325466 0.24171494 0.26710846 0.49508269 0.74086057 0.5447594 0.29687295] [-0.46113386] [ 0.58387152 0.68847854 0.37998372 0.57511879 0.52992102 0.55257555 0.44731182 0.57292208 0.51581642 0.40979999] [-0.33090484] [ 0.46588283 0.49945786 0.43958807 0.48896997 0.37099795 0.50984826 0.38620765 0.63843487 0.41625305 0.39598334] [ 0.81083845] [ 0.62390805 0.48917774 0.54234524 0.53371051 0.32614145 0.26479185 0.36640195 0.62279584 0.46103242 0.29390744] [ 2.24967794] [ 0.71586005 0.72322436 0.48376489 0.34389511 0.22674493 0.22870325 0.46047523 0.64153256 0.53829115 0.3300241 ] [ 0.87378089] [ 0.40347285 0.63703521 0.49730724 0.57610055 0.37132894 0.49481334 0.32042327 0.44496108 0.49587918 0.53997207] [-0.77318552] [ 0.71828796 0.61712033 0.52114018 0.5115542 0.27484964 0.26938769 0.41539655 0.6532444 0.61445419 0.48580152] [-0.17127047] [ 0.81483593 0.65879291 0.5947204 0.44053286 0.42760121 0.217579 0.54916759 0.73415879 0.60490742 0.32622736] [ 0.64252234] [ 0.62802572 0.53879423 0.53887915 0.33128015 0.38308468 0.38110328 0.44342302 0.64366905 0.50153479 0.40681043] [-0.0019931] [ 0.28254406 0.680272 0.55036953 0.52759213 0.48761073 0.6885392 0.42887053 0.37697944 0.48668061 0.66362297] [-0.23142362] [ 0.29490066 0.40774374 0.46261079 0.64654135 0.4636315 0.71024803 0.40874143 0.47607268 0.3143258 0.35186657] [-0.15227608] [ 0.38616903 0.428345 0.56956615 0.37340304 0.52789116 0.50247146 0.50026382 0.41081112 0.44342678 0.51860266] [ 0.18039076] [ 0.27394687 0.61410738 0.39135133 0.62138948 0.53789931 0.58205513 0.40008445 0.33405003 0.52851663 0.45893427] [-0.63360222] [ 0.61695808 0.53167608 0.49413639 0.38381702 0.43626632 0.3541736 0.4330798 0.53164019 0.40165706 0.4651181 ] [ 0.45732281] [ 0.2189021 0.59239863 0.45641441 0.60578661 0.43956095 0.80292068 0.34315202 0.34148323 0.44018896 0.68543397] [-0.04503986] [ 0.38258175 0.26135536 0.71491766 0.4259631 0.54601961 0.6131981 0.46643817 0.36243824 0.33441432 0.42779803] [-0.16567299] [ 0.73073118 0.51711268 0.58953316 0.41256224 0.35414341 0.26838129 0.42900268 0.57079152 0.53041981 0.33321586] [-1.10796569] [ 0.66090902 0.72616531 0.4453153 0.57297457 0.2312933 0.27738493 0.4160488 0.62397003 0.58111445 0.36268678] [-0.17486749] [ 0.83231412 0.55032608 0.66102546 0.31089303 0.4699447 0.20882523 0.60271261 0.74985063 0.54566658 0.28417599] [-0.14017275] [ 0.4239953 0.5011638 0.38506826 0.48323794 0.39105762 0.45410581 0.38428523 0.46976944 0.44080032 0.41144337] [ 0.04246535] [ 0.53816921 0.76215044 0.34509706 0.48329256 0.37759889 0.46879193 0.39271602 0.51416173 0.5814622 0.52793948] [-1.05711784] [ 0.56045528 0.66263169 0.48602513 0.48703487 0.32641271 0.29916167 0.35844677 0.5749836 0.48158477 0.38804703] [ 2.93441745] [ 0.71178903 0.67719628 0.49377324 0.44677992 0.25223206 0.28434951 0.56086877 0.83876849 0.54390045 0.24972264] [ 0.79245257] [ 0.39566469 0.77264088 0.40377116 0.57144778 0.32165801 0.50670561 0.39177446 0.58914332 0.57765024 0.58579855] [ 0.19846933] [ 0.2806123 0.5911965 0.3542469 0.70160394 0.32108584 0.59908708 0.45019716 0.63500943 0.54295441 0.43635221] [ 0.96811] [ 0.31717246 0.64366878 0.42068348 0.65414629 0.45774495 0.67629441 0.42015423 0.49235089 0.60879935 0.62829813] [-0.12412209] [ 0.87504944 0.32473527 0.67239524 0.21141669 0.41447867 0.19510357 0.61492611 0.77857477 0.33313462 0.30802635] [-0.28771002] [ 0.73131234 0.56009351 0.62628029 0.3400519 0.33700853 0.26751066 0.53285496 0.60621516 0.60469667 0.36019326] [-0.29005178] [ 0.42440904 0.57337769 0.56355177 0.49953996 0.4462046 0.64307961 0.40513429 0.41971545 0.4032855 0.60573203] [-1.10753139] [ 0.66045335 0.42676136 0.52338729 0.40342329 0.44229971 0.49557265 0.49802313 0.63462994 0.4085979 0.34779026] [ 1.64000583] [ 0.79039305 0.54549664 0.58932801 0.42091716 0.3450826 0.29598961 0.48560876 0.73745436 0.55757293 0.31911308] [ 0.0502652] [ 0.26337075 0.3136628 0.6039312 0.5212546 0.48624274 0.79669347 0.38101325 0.37250677 0.35770776 0.54715383] [ 0.76264734] [ 0.69218358 0.7451376 0.58594046 0.46740049 0.43277708 0.43189203 0.4311539 0.67903213 0.69971018 0.52512252] [-0.22269029] [ 0.57809639 0.46547126 0.55059229 0.33501683 0.3871155 0.29600746 0.47803568 0.64546002 0.5992459 0.33361072] [-0.18388104] [ 0.8114435 0.67271868 0.53942852 0.4214517 0.34156323 0.45235732 0.49228119 0.74994514 0.65179503 0.37503626] [ 0.08308617] [ 0.33467465 0.64128405 0.55870743 0.63448563 0.59779418 0.75478589 0.43154494 0.46951724 0.52184212 0.66879491] [ 0.0827961] [ 0.41228862 0.58713148 0.36935087 0.54844219 0.39734598 0.42006392 0.39206995 0.53144244 0.49809017 0.51715362] [-1.06078738] [ 0.88101587 0.66898951 0.53921403 0.27312526 0.27540681 0.15469198 0.57854697 0.77735078 0.6362902 0.31646341] [-0.54912107] [ 0.59442149 0.67221094 0.55530432 0.5002862 0.47065019 0.49006954 0.44539933 0.50467504 0.55504762 0.47887894] [-0.87333913] [ 0.66014112 0.75113104 0.4945467 0.61072383 0.36604474 0.44371323 0.44010538 0.62001202 0.54177002 0.57014281] [-0.41803382] [ 0.43484338 0.43256465 0.54015329 0.39240889 0.61345195 0.66145385 0.35472929 0.58568358 0.37182434 0.56231465] [ 0.09079697] [ 0.31909939 0.66828834 0.50698909 0.55926674 0.45800894 0.71885824 0.37383177 0.36512648 0.44695173 0.69511287] [-0.13762403] [ 0.68584849 0.62893587 0.53476405 0.52522193 0.45714567 0.32832962 0.43042397 0.70639766 0.54962645 0.38455893] [ 0.17339136] [ 0.61081997 0.74533113 0.37136136 0.39903666 0.28995757 0.31764616 0.43350653 0.61285284 0.54165055 0.41715564] [-0.6614671] [ 0.55775857 0.66659104 0.42189778 0.67570016 0.24635384 0.53605176 0.29894353 0.53341491 0.50697424 0.47331632] [ 0.2445374] [ 0.40016537 0.60115517 0.51252983 0.55043221 0.46992171 0.45987368 0.38846949 0.4891037 0.48218852 0.47557759] [ 0.95683881] [ 0.47610567 0.50845586 0.45812972 0.50846524 0.40704067 0.48729553 0.37961982 0.49661484 0.47367138 0.40855445] [ 0.16685385] [ 0.37221359 0.48469194 0.5231664 0.45945159 0.43842012 0.79251371 0.37070463 0.45136601 0.38564617 0.60977188] [ 0.27796366] [ 0.63923113 0.64800204 0.52168854 0.51985682 0.31355154 0.35556708 0.3654977 0.49612557 0.591858 0.42181299] [ 0.88141317] [ 0.77517299 0.7585314 0.5841397 0.42028743 0.42010643 0.34256615 0.49754452 0.76648832 0.73742998 0.47285913] [ 0.95676465] [ 0.38697438 0.55645682 0.46722944 0.55099096 0.44756051 0.42494869 0.41670024 0.42402258 0.52572047 0.47532912] [-1.10877885] [ 0.87870412 0.52745399 0.5928224 0.31142848 0.24306333 0.18659264 0.46417873 0.78946537 0.62503574 0.22721299] [-0.49524037] [ 0.62405 0.28807333 0.69561668 0.37634314 0.48149237 0.32128396 0.43798981 0.52965051 0.30324252 0.44370109] [ 0.27997371] [ 0.33352192 0.69905245 0.42814452 0.48779883 0.44122853 0.68208524 0.37146712 0.35104002 0.49032212 0.65542421] [ 0.54462451] [ 0.6838124 0.57330798 0.48348762 0.54332394 0.24957997 0.31249605 0.44467741 0.70525522 0.48843332 0.34797211] [-0.695765] [ 0.51173198 0.69044524 0.42674491 0.60591313 0.30708717 0.41702183 0.38453991 0.5413808 0.53224803 0.44123002] [-0.93658425] [ 0.67863519 0.64951719 0.48252376 0.38389135 0.40820849 0.26593479 0.46550877 0.63356975 0.56674264 0.39809535] [-0.14152182] [ 0.37436126 0.65718005 0.5546882 0.55209771 0.38524767 0.72563261 0.40292781 0.43497392 0.49027705 0.65504941] [ 0.18627119] [ 0.6068211 0.55036384 0.50860333 0.32972572 0.44053233 0.47752851 0.45650831 0.68277041 0.57714955 0.39785766] [ 0.02197276] [ 0.51461603 0.59258641 0.50196359 0.54956169 0.43901138 0.36639194 0.38643723 0.50256205 0.45994763 0.59804831] [ 0.05511089] [ 0.34295141 0.66448583 0.45439834 0.63239911 0.49425796 0.57932734 0.40161928 0.53130472 0.6295268 0.54294993] [ 0.47244577] [ 0.19061782 0.58335668 0.43331275 0.74988508 0.56123603 0.79161524 0.40654442 0.26215426 0.38095241 0.65381689] [-0.44422675] [ 0.80770594 0.63952024 0.52598759 0.43293079 0.23311494 0.21735286 0.46390089 0.63615356 0.57408552 0.37459578] [-0.89984388] [ 0.77150403 0.48658376 0.62105058 0.30999543 0.40762966 0.22488799 0.47064301 0.68114696 0.56530079 0.30920352] [ 0.28353008] [ 0.75099243 0.46666445 0.59386045 0.27514026 0.39904615 0.35228587 0.56966114 0.6846481 0.37660872 0.31399072] [-0.37391362] [ 0.35822145 0.468907 0.59507628 0.49069575 0.45196307 0.54627762 0.36831535 0.42649351 0.42338632 0.48111088] [-0.35333071] [ 0.76418824 0.54306859 0.5410288 0.35914378 0.41891657 0.39545337 0.50982442 0.66461675 0.49332783 0.37620448] [ 2.32877464] [ 0.54180322 0.67120733 0.40747958 0.57155899 0.28157409 0.35452118 0.53107182 0.76002602 0.61827427 0.26924777] [-0.4847] [ 0.85832428 0.74602182 0.48158479 0.33859297 0.36441743 0.30557265 0.59049356 0.72325701 0.63051797 0.30970934] [-0.54123605] [ 0.52749882 0.74883736 0.41972084 0.583545 0.26823514 0.38807685 0.40746738 0.50283016 0.6852365 0.46252992] [ 0.13134598] [ 0.49519651 0.67423695 0.40234575 0.53933818 0.36026596 0.30556199 0.35301184 0.6100297 0.55579379 0.4309461 ] [ 1.15795778] [ 0.83516535 0.68052393 0.48993262 0.58603006 0.37928581 0.17150771 0.50186041 0.79748023 0.60410779 0.54798592] [-0.13169431] [ 0.73885772 0.56992519 0.56611123 0.34532121 0.29307402 0.23276546 0.53381701 0.61356171 0.57111143 0.31561769] [ 1.07661096] [ 0.85787842 0.79374312 0.4762136 0.21414859 0.23376413 0.16392238 0.6020357 0.8039706 0.75344752 0.30920477] [-0.07863694] [ 0.36672408 0.53051309 0.44429693 0.6787931 0.46175596 0.65559063 0.37991589 0.52917665 0.45561483 0.49784484] [ 0.32666366] [ 0.4369086 0.4545106 0.59726894 0.38209208 0.48715351 0.59904126 0.40011672 0.48417728 0.38047256 0.56210014] [-0.2948023] [ 0.42043867 0.70155412 0.41555211 0.64431927 0.2852518 0.67582442 0.35364075 0.47192161 0.61978761 0.62075402] [ 0.47350477] [ 0.25246469 0.67296614 0.51990249 0.50052049 0.49044278 0.69583869 0.42667666 0.39999294 0.46973912 0.68423045] [-0.37079768] [ 0.81283814 0.37257909 0.60574764 0.3077722 0.33983946 0.30996011 0.49463623 0.79229955 0.43866643 0.19238066] [-0.38543287] [ 0.58145383 0.6967706 0.44245808 0.64005361 0.44168936 0.59570996 0.41966362 0.71303065 0.50395887 0.44297865] [-0.38763059] [ 0.63194042 0.55482117 0.4940329 0.45508668 0.40597838 0.2871049 0.63056544 0.6551168 0.53189832 0.3148871 ] [ 0.84356889] [ 0.71623948 0.56369272 0.50953307 0.37398059 0.32588749 0.26903055 0.53153616 0.73699441 0.51482907 0.225904 ] [-0.95482586] [ 0.73278789 0.62559701 0.48935468 0.43133765 0.2182419 0.3556609 0.46338886 0.61759313 0.50518171 0.3833386 ] [ 0.31281677] [ 0.59072368 0.5377551 0.57498907 0.50135158 0.38264625 0.31963067 0.47614602 0.67638827 0.52672756 0.30035936] [ 0.80746478] [ 0.6497838 0.62809437 0.57661756 0.39227674 0.43711891 0.47795625 0.48422036 0.62287408 0.56463036 0.53186081] [-0.32154479] [ 0.51456863 0.52134457 0.57177035 0.36989599 0.46132252 0.45481478 0.4031757 0.61024803 0.4232146 0.45211197] [-0.0596167] [ 0.45172324 0.69141779 0.47443009 0.57001087 0.29600194 0.52567565 0.38770173 0.39738717 0.61220111 0.55716948] [ 0.09772211] [ 0.24565436 0.60795798 0.41972421 0.64233242 0.36516931 0.61699619 0.37425897 0.4723961 0.46899926 0.51316841] [ 0.07403067] [ 0.56371143 0.72101187 0.52412702 0.70719692 0.44260931 0.55071546 0.40271814 0.58630805 0.56697368 0.45960128] [-0.63629792] [ 0.52734531 0.66091981 0.48924499 0.5208177 0.41478131 0.45831314 0.3749175 0.46547288 0.48887802 0.51348419] [-0.21403738] [ 0.44937314 0.64771051 0.3893509 0.59110285 0.41615808 0.45215193 0.49496239 0.5058396 0.58312738 0.3806089 ] [-0.23995997] [ 0.63738296 0.57926649 0.59039863 0.5088771 0.3136488 0.34082161 0.41500279 0.4873901 0.57495117 0.41674013] [ 0.81337068] [ 0.66650216 0.60256477 0.52829564 0.35568947 0.29821457 0.20088242 0.50714831 0.66063178 0.53768199 0.29130439] [ 0.40659837] [ 0.35281114 0.56028031 0.38504522 0.41556707 0.47435023 0.39615844 0.40387838 0.43780735 0.51744405 0.4391664 ] [ 0.46253317] [ 0.38635644 0.40856694 0.55882232 0.48186893 0.54284019 0.33785175 0.41875015 0.51083294 0.32962153 0.63913888] [ 0.79403197] [ 0.51447016 0.62382128 0.46869352 0.49605115 0.29578363 0.34359656 0.45544268 0.62166104 0.64789553 0.41494142] [ 0.41403361] [ 0.61063397 0.50067095 0.53227826 0.31544902 0.49231546 0.36809079 0.54488419 0.48151014 0.49236989 0.36496421] [-0.39443764] [ 0.49435064 0.71744903 0.32976766 0.51639905 0.33148389 0.29803117 0.40615219 0.61221371 0.63604404 0.39333897] [-0.35350828] [ 0.44183083 0.49631086 0.51381758 0.6060158 0.44503378 0.64931545 0.33540552 0.59004983 0.40530317 0.60151667] [ 0.23884146] [ 0.26471107 0.52650221 0.60422131 0.49429401 0.67496355 0.73146344 0.45225265 0.25169183 0.42770481 0.65828007] [-0.50790414] [ 0.63214054 0.53542356 0.56567533 0.22540041 0.52038121 0.5188196 0.49161143 0.58313237 0.6208036 0.48311928] [ 0.38958956] [ 0.38839896 0.53966288 0.41912288 0.62040456 0.36903045 0.61257782 0.44651292 0.55382779 0.39487789 0.5209276 ] [-0.0804313] [ 0.37178092 0.52418017 0.45734163 0.57676133 0.53079946 0.75357522 0.33701857 0.53745514 0.38704021 0.61310421] [-0.6758442] [ 0.47604615 0.67373576 0.45609648 0.68487218 0.30328917 0.47411753 0.36509793 0.43198697 0.57499382 0.4535923 ] [-0.14547891] [ 0.57413543 0.54889688 0.5458286 0.44445515 0.3104929 0.34291002 0.54935456 0.58376088 0.51522224 0.41260191] [ 1.6391926] [ 0.3429112 0.69368434 0.33268965 0.62844421 0.42811492 0.5621795 0.4464037 0.61292207 0.69229732 0.53970111] [ 0.40306258] [ 0.33565632 0.71910913 0.31928615 0.60295919 0.32734832 0.65869913 0.44269864 0.50786678 0.54702624 0.48322 ] [-0.71969865] [ 0.75151914 0.65768058 0.47740113 0.45810392 0.24401612 0.35651639 0.44877694 0.6202025 0.63549322 0.40181397] [ 0.09859637] [ 0.17983289 0.5865078 0.4710157 0.64247438 0.43791567 0.70785743 0.41954836 0.30496359 0.58346901 0.55145361] [ 0.58709149] [ 0.60612827 0.58719644 0.53720969 0.54078522 0.32770178 0.38196513 0.3478731 0.47005747 0.54374072 0.41902036] [-0.15634119] [ 0.29725592 0.49890488 0.53762876 0.60769084 0.45178654 0.67020701 0.46040712 0.39770626 0.52486914 0.47051704] [ 0.39455929] [ 0.21743713 0.47720219 0.52872314 0.71697353 0.51095681 0.74240908 0.34486278 0.28780598 0.53647188 0.54152659] [ 0.80880112] [ 0.45648793 0.61501549 0.47210261 0.39362245 0.34157034 0.44642242 0.46671758 0.70622349 0.5146489 0.36383389] [-0.09293043] [ 0.40449844 0.79541561 0.40784341 0.63641676 0.46300458 0.7502635 0.41182458 0.5735039 0.58078231 0.73484246] [ 0.051213] [ 0.63668315 0.59288179 0.44331411 0.44217741 0.27401114 0.2640971 0.57998496 0.61091904 0.66502606 0.26084398] [-0.2909049] [ 0.31144323 0.48892886 0.43296265 0.57842557 0.51839251 0.62523783 0.33496972 0.5081405 0.4650391 0.54008561] [-0.24643728] [ 0.56415879 0.77576605 0.48293557 0.53578868 0.35549878 0.60176023 0.58026511 0.61637679 0.64619804 0.51872924] [ 0.28983577] [ 0.16782455 0.50049339 0.49524187 0.70790388 0.44711011 0.71393106 0.42086619 0.3616595 0.41713372 0.52909176] [ 0.78586871] [ 0.5602706 0.32653096 0.61144858 0.35871725 0.43013355 0.36936141 0.48045107 0.62268011 0.38931888 0.25421236] [ 2.81794941] [ 0.77306121 0.49092086 0.54248991 0.24587351 0.32294649 0.21850821 0.42902156 0.75565805 0.48796572 0.25688327] Progress: 19.4% ... Training loss: 0.511 ... Validation loss: 0.814[-0.21598094] [ 0.44672145 0.41289954 0.56612666 0.40181058 0.45725055 0.45864277 0.62071475 0.57732931 0.42689959 0.34356041] [-0.33750038] [ 0.46852079 0.74768219 0.37015913 0.69860443 0.57545764 0.63708548 0.3747829 0.60280419 0.48690481 0.71647819] [ 0.0245749] [ 0.4339878 0.44974026 0.44091507 0.46834914 0.45806044 0.79057214 0.33259573 0.62943786 0.40099338 0.531614 ] [-0.82307551] [ 0.65937232 0.60468639 0.5029685 0.63688862 0.448252 0.33190097 0.3821152 0.69652141 0.49412479 0.47943973] [-0.06249958] [ 0.76490759 0.48542528 0.61845163 0.40909177 0.29372712 0.20137155 0.49156369 0.64589865 0.57522104 0.24689566] [-0.32744326] [ 0.46948549 0.628737 0.39264063 0.63363174 0.49411021 0.72212754 0.32085723 0.58804138 0.38875753 0.64265905] [ 0.31518768] [ 0.77670619 0.44030943 0.56583092 0.34193818 0.46893182 0.21486751 0.5132888 0.64438158 0.39627701 0.34256026] [-0.94616285] [ 0.73246101 0.80588984 0.53719967 0.32558254 0.35847159 0.36594425 0.61823634 0.79100158 0.68337513 0.48797775] [ 1.558355] [ 0.72155691 0.61233145 0.50109079 0.4156069 0.27804881 0.29311991 0.47426302 0.59529303 0.58761088 0.34628522] [-0.46287468] [ 0.41923065 0.66587858 0.3987721 0.57290415 0.43237319 0.53120262 0.44343219 0.52095571 0.51001899 0.53559306] [-0.64999683] [ 0.78352396 0.56842112 0.62904029 0.34440036 0.47262245 0.32673252 0.49895485 0.66913613 0.42745391 0.48027368] [-0.44628424] [ 0.52413103 0.78794114 0.47143458 0.66344397 0.39323198 0.62235707 0.42667115 0.54287653 0.54856525 0.72350325] [-0.53270918] [ 0.58633466 0.44026258 0.64352856 0.34295453 0.40951649 0.38656684 0.45579507 0.51870726 0.37080916 0.44545544] [-0.23447662] [ 0.73565252 0.41892208 0.64859256 0.35614694 0.39771848 0.34862468 0.54778361 0.705646 0.34874213 0.3310579 ] [-1.01642014] [ 0.74887932 0.54681914 0.44361775 0.56702054 0.37641374 0.23325846 0.53805479 0.76696074 0.46591263 0.52221561] [-1.00681025] [ 0.70605757 0.52461017 0.54058871 0.36783153 0.46796345 0.31455812 0.52269763 0.67812045 0.43153609 0.37090156] [ 1.00631764] [ 0.64177199 0.61924865 0.50233916 0.48254297 0.23305843 0.39084263 0.40315009 0.50335037 0.49061313 0.41089504] [-0.08674617] [ 0.73067208 0.55072961 0.58386187 0.29670937 0.36638366 0.29047768 0.57664038 0.69929812 0.54309499 0.35307652] [ 1.99425889] [ 0.84695584 0.57846043 0.5391273 0.19815416 0.28377274 0.12334885 0.51696179 0.79004431 0.55809603 0.21597274] [-0.34122261] [ 0.49922514 0.42202927 0.67760391 0.42611013 0.41529489 0.63052165 0.43192594 0.55125657 0.38261792 0.41981149] [ 0.00504081] [ 0.49208799 0.70905283 0.44227845 0.59291873 0.38582703 0.58749544 0.5539766 0.62315533 0.52328609 0.61725823] [ 1.95562468] [ 0.5532094 0.77759051 0.47563686 0.56916131 0.37538759 0.55963241 0.46510133 0.62514355 0.55344338 0.54890296] [ 0.2881273] [ 0.22389903 0.69175067 0.33841624 0.7118946 0.55935698 0.74215703 0.3392136 0.39899858 0.42195156 0.78147878] [-0.51849457] [ 0.4496407 0.66216666 0.52728716 0.57632517 0.4859288 0.55413299 0.42218984 0.49152696 0.52059347 0.51794776] [ 0.09598391] [ 0.46595601 0.58237505 0.49045963 0.40544676 0.50758929 0.46556677 0.52880345 0.5728349 0.46520521 0.50523084] [-0.21168825] [ 0.47560436 0.46828302 0.61962476 0.4460604 0.61454471 0.57279488 0.37120508 0.44235786 0.48124358 0.54085513] [ 0.65933849] [ 0.52761065 0.29421539 0.6480652 0.26019127 0.42963116 0.38816012 0.51084604 0.53004509 0.41108228 0.27375804] [-0.18554926] [ 0.44437018 0.42411046 0.52306159 0.32408586 0.424862 0.57050807 0.39886489 0.50972498 0.30371525 0.40565634] [ 0.26185134] [ 0.57257899 0.60556129 0.57365269 0.37590763 0.46377795 0.46180094 0.41674125 0.54525912 0.52187857 0.60712624] [-0.34358593] [ 0.43724422 0.34996352 0.6612376 0.33664197 0.50382334 0.55920426 0.44652532 0.41275243 0.38031025 0.46076325] [-0.4706022] [ 0.55176705 0.25802705 0.69048571 0.31719541 0.567165 0.55269866 0.41988343 0.4750993 0.2568536 0.51225629] [ 1.38061306] [ 0.40021104 0.78939345 0.36448246 0.71851324 0.3263955 0.63328313 0.42364366 0.6249354 0.56138382 0.59251568] [-1.16189544] [ 0.69176011 0.53163842 0.51323632 0.54680663 0.30178004 0.32051456 0.40535422 0.53155807 0.49511093 0.30737096] [-0.98333331] [ 0.57667813 0.79041036 0.46195362 0.50023338 0.4614768 0.45513791 0.52614417 0.55753307 0.56761692 0.54680168] [-0.61882143] [ 0.37164126 0.40178058 0.6294387 0.46083739 0.46994696 0.50670707 0.42504706 0.40548493 0.4255836 0.37543499] [-0.78322751] [ 0.83504034 0.68231579 0.51027685 0.3895709 0.24416708 0.1850083 0.51714088 0.69281865 0.62219757 0.37373799] [-0.0474444] [ 0.32871718 0.39395995 0.54320796 0.62891637 0.49058753 0.73047021 0.33793875 0.48541342 0.41202828 0.43421172] [-1.04188441] [ 0.68580581 0.69231841 0.49914345 0.58499547 0.46024357 0.42576048 0.3440363 0.65794322 0.52135772 0.46895622] [ 0.59507992] [ 0.4454427 0.31715491 0.54599413 0.20546366 0.46045708 0.39756506 0.50658242 0.57215254 0.40221716 0.25549304] [ 0.30189205] [ 0.23693561 0.5912145 0.36536167 0.55992329 0.46824291 0.79676611 0.35711068 0.35055001 0.46883708 0.64144227] [ 0.64765131] [ 0.8078818 0.4546233 0.6303062 0.29801785 0.40052696 0.21251857 0.58918283 0.78047266 0.39982734 0.24027392] [ 0.26319795] [ 0.69050037 0.62006329 0.56951028 0.39307706 0.37434252 0.33565986 0.62294311 0.72452479 0.59523388 0.32889553] [-0.86359164] [ 0.72585375 0.7605114 0.4402546 0.42850782 0.32278996 0.2220328 0.39636093 0.69614369 0.67883846 0.35349583] [ 1.43654796] [ 0.86917731 0.50104301 0.53276846 0.19674477 0.24653442 0.13702914 0.55777167 0.74987939 0.60312579 0.15873236] [ 0.01696019] [ 0.28197119 0.4913489 0.56341426 0.61036424 0.42835562 0.72766161 0.39281105 0.45739889 0.51835646 0.54810957] [-0.38271506] [ 0.65233272 0.44987619 0.60584495 0.30865281 0.39821442 0.4484696 0.44356124 0.58400535 0.38480134 0.361685 ] [-0.3134277] [ 0.56752539 0.5223706 0.57431458 0.59016718 0.52550197 0.50334699 0.43518229 0.57107354 0.61636615 0.42414018] [ 1.15487313] [ 0.47139646 0.75312093 0.42343427 0.64192031 0.29231534 0.48052859 0.41527415 0.55403596 0.53078436 0.53293414] [-0.0984694] [ 0.55991568 0.65093938 0.48394679 0.58454142 0.36236548 0.32844927 0.46750839 0.6844639 0.58092285 0.53689067] [-0.80536411] [ 0.56832161 0.66163897 0.45250912 0.61788722 0.31306748 0.5207825 0.39008265 0.54984273 0.58015447 0.45440632] [-0.02946114] [ 0.82688833 0.67635673 0.62504035 0.27628531 0.42401019 0.32679457 0.67461707 0.70865077 0.57889784 0.44116003] [-0.45066865] [ 0.42198392 0.48924524 0.42039124 0.66607572 0.49677084 0.60936799 0.42551805 0.53398652 0.31552487 0.55542226] [ 0.02773013] [ 0.24605854 0.55607694 0.40543561 0.62766718 0.48096235 0.75946551 0.33014592 0.49575229 0.53020482 0.65802211] [ 0.19382065] [ 0.50452763 0.72403088 0.36751936 0.53815144 0.40963145 0.65090062 0.45332564 0.55291758 0.49395628 0.62142459] [-0.22420455] [ 0.48314081 0.52735505 0.58452443 0.36845729 0.4563129 0.4903678 0.45083691 0.67415365 0.4832427 0.53373138] [-0.19944098] [ 0.31822762 0.48856586 0.49519772 0.46253645 0.51864162 0.69281381 0.39478017 0.61690104 0.48127773 0.55484622] [-0.74003164] [ 0.52376629 0.64474918 0.44701039 0.58459685 0.4992004 0.54013505 0.33220676 0.57054644 0.52655273 0.55479584] [-1.18937322] [ 0.66748513 0.48692757 0.52371781 0.46529273 0.56739977 0.48613245 0.38227145 0.65346339 0.43281042 0.3979203 ] [ 1.70396406] [ 0.67581925 0.30228341 0.63600389 0.30974476 0.44076448 0.24540691 0.51577319 0.65616129 0.34219821 0.17759737] [ 0.82028709] [ 0.51587884 0.74757043 0.47734097 0.43114925 0.36303931 0.41823985 0.52533265 0.73396839 0.56187549 0.46679391] [-0.88432956] [ 0.51824917 0.62338599 0.42788893 0.55425219 0.34576447 0.56616999 0.38740252 0.651747 0.6280397 0.45514161] [ 1.31502569] [ 0.37457364 0.71641419 0.32659974 0.635334 0.27440647 0.45351736 0.47471642 0.55520562 0.63322396 0.44439004] [-0.11960646] [ 0.47134154 0.68009278 0.45885774 0.55540161 0.33303897 0.44654405 0.36935868 0.57116024 0.49228654 0.45841244] [-0.32084361] [ 0.33203766 0.55245355 0.44880179 0.60797689 0.39298016 0.66179537 0.42561358 0.47055157 0.48560405 0.53144901] [ 0.86248981] [ 0.62235688 0.70416314 0.46523675 0.43263167 0.2530348 0.33868434 0.51186554 0.67044302 0.58672185 0.43307422] [ 0.78048681] [ 0.39904658 0.67362786 0.37422827 0.5559648 0.40791944 0.59722754 0.58653474 0.66328217 0.52665062 0.39826409] [ 0.34356605] [ 0.5054218 0.71072372 0.44111426 0.55238457 0.25541899 0.37669836 0.46175444 0.61978216 0.60120881 0.46246428] [-0.52519167] [ 0.35442796 0.3473319 0.64107302 0.37303604 0.47190602 0.44197915 0.58305922 0.47436557 0.45305579 0.34119563] [ 0.28933672] [ 0.31513121 0.61863942 0.45490339 0.6273325 0.54917783 0.7799756 0.35857665 0.4792285 0.49434939 0.65029398] [-0.33232709] [ 0.65700378 0.74215316 0.47067053 0.39712082 0.35198061 0.23182066 0.52453231 0.78545891 0.54343943 0.41163888] [ 0.62168466] [ 0.73212895 0.62500306 0.49410117 0.50227192 0.3645064 0.35858751 0.55809724 0.6886793 0.5015313 0.41189439] [-0.19451851] [ 0.3064719 0.55269312 0.46203104 0.50976204 0.48783516 0.68558639 0.44007511 0.61046255 0.57201004 0.49889403] [-0.13370336] [ 0.36772905 0.5720323 0.43948282 0.44691338 0.43622768 0.59141812 0.42845577 0.3551979 0.48310367 0.50304113] [ 0.14222617] [ 0.52530034 0.68179084 0.49969942 0.72281691 0.42355403 0.47158235 0.45692374 0.6479013 0.54108472 0.6273346 ] [-0.15471056] [ 0.8568482 0.59546548 0.53518014 0.41325649 0.21728843 0.13774829 0.456906 0.67917029 0.56209884 0.25600766] [ 1.01367845] [ 0.75694557 0.49019447 0.54715259 0.48038648 0.26486185 0.20915541 0.39266379 0.57463103 0.45788561 0.30337293] [-0.63537511] [ 0.49298823 0.65859729 0.40211854 0.70578614 0.436792 0.50086605 0.41431851 0.50438189 0.40368121 0.53661671] [-0.10454243] [ 0.33827218 0.69029225 0.46468463 0.57900507 0.48065227 0.66292573 0.34620914 0.48083419 0.52603109 0.7776114 ] [-0.57195658] [ 0.59766612 0.58238197 0.53900914 0.64597568 0.54170224 0.39394341 0.44018288 0.62847659 0.52430117 0.45939891] [-1.15681819] [ 0.60294123 0.57336055 0.52079503 0.5575999 0.52567732 0.33151666 0.43290702 0.47175504 0.44919012 0.36230194] [ 1.38484191] [ 0.73049644 0.53890208 0.63910927 0.35580494 0.40734024 0.49184761 0.54611832 0.76040622 0.45630945 0.41119829] [-0.77594321] [ 0.70121713 0.66376261 0.55944986 0.32839967 0.41027782 0.37397088 0.49209149 0.60575127 0.62466568 0.47479789] [ 2.02228351] [ 0.69239106 0.60544007 0.53197275 0.33736383 0.25480449 0.24211028 0.44380219 0.60717418 0.44364215 0.30648783] [-0.4447757] [ 0.4922072 0.39341383 0.60811424 0.33652966 0.52788533 0.59334842 0.41540504 0.59037983 0.54099714 0.50768767] [-0.13020294] [ 0.27503085 0.670575 0.39738179 0.50501084 0.43521197 0.57966844 0.37945108 0.44356219 0.54109018 0.47351024] [-0.90969217] [ 0.80620935 0.44795694 0.60628306 0.29205492 0.4103812 0.23430495 0.48166758 0.62460499 0.51597979 0.27461895] [-0.44637514] [ 0.45717222 0.75593659 0.44744912 0.62748154 0.53158033 0.67184328 0.56803768 0.54697186 0.57307377 0.67960589] [-0.11851498] [ 0.3301341 0.62956446 0.48905388 0.47900991 0.49975655 0.62917328 0.41309551 0.43998291 0.475747 0.65689745] [-0.38320467] [ 0.69705089 0.43549814 0.60441155 0.20131411 0.40057612 0.28562861 0.60152164 0.62508857 0.51215372 0.29372677] [ 0.48189726] [ 0.34740632 0.72762454 0.4625962 0.5729705 0.42341174 0.69959732 0.37520373 0.53788312 0.52896049 0.70882271] [-0.09795929] [ 0.73890358 0.71702948 0.56823529 0.35160341 0.43720052 0.26146628 0.51363466 0.78994148 0.61215206 0.36976848] [-0.35336786] [ 0.31206717 0.43178411 0.65166432 0.50939466 0.54764824 0.64861617 0.43466843 0.37085657 0.42163811 0.51081828] [-0.49502182] [ 0.65473407 0.68570766 0.43900681 0.32817625 0.24936123 0.31050608 0.54682757 0.63001278 0.5553079 0.37211887] [ 1.9312696] [ 0.40015412 0.57143937 0.38609788 0.62916895 0.34153705 0.4838035 0.37998924 0.5305 0.48947451 0.3948432 ] [ 0.10495323] [ 0.28998635 0.41485014 0.45399232 0.65237825 0.47448909 0.59524489 0.6008292 0.52548367 0.42425671 0.61921268] [-0.88837326] [ 0.56707934 0.58819817 0.6009677 0.60631411 0.51759689 0.51569796 0.41091153 0.53785752 0.50667318 0.443699 ] [-0.42035551] [ 0.4568243 0.71207112 0.42058741 0.63599014 0.39402129 0.64106596 0.50746047 0.58747664 0.52281726 0.73454215] [ 1.90739387] [ 0.69581505 0.73790188 0.38935309 0.56730106 0.25609798 0.19148782 0.46073369 0.63469992 0.65885686 0.37326527] [-0.98652029] [ 0.62983254 0.79375361 0.4462534 0.5591341 0.47640233 0.3677997 0.48512039 0.5408643 0.52167015 0.6223153 ] [ 0.46868005] [ 0.60783804 0.46945454 0.64638754 0.37553472 0.34440826 0.37323378 0.49972886 0.68071601 0.45217863 0.31883692] [-0.38368866] [ 0.51496225 0.45771431 0.52603947 0.44457313 0.3347171 0.39376939 0.44615108 0.59416706 0.50869327 0.39722577] [-0.40125308] [ 0.54698788 0.31875352 0.53471782 0.39110451 0.48549817 0.35518888 0.43693969 0.51718676 0.28007876 0.6466462 ] [-0.86059187] [ 0.41888003 0.58699202 0.50557537 0.63603761 0.41160508 0.55873912 0.47868041 0.60174341 0.48279511 0.39608745] [-0.68057603] [ 0.78188364 0.494649 0.58495401 0.43171286 0.32635893 0.2327132 0.51379131 0.79232266 0.57081045 0.19697075] [ 0.19202201] [ 0.64933816 0.49079081 0.59232446 0.32937391 0.42093129 0.35513254 0.48322093 0.66061394 0.51539341 0.36839654] [ 0.128292] [ 0.33792438 0.47057876 0.63696702 0.48940253 0.50322486 0.62121168 0.40985023 0.40877667 0.33027843 0.66583579] [ 0.03975245] [ 0.36532032 0.75832298 0.37264812 0.51886649 0.43084737 0.68947322 0.36843765 0.5042751 0.59217817 0.69832417] [ 0.75847134] [ 0.59196053 0.70893127 0.4181284 0.5562863 0.41473572 0.42037065 0.5330964 0.57739141 0.56722715 0.39327116] [-0.22812515] [ 0.57378034 0.56365201 0.58796776 0.59887744 0.47863471 0.37562109 0.41415351 0.53429472 0.61284274 0.34887399] [-0.71402897] [ 0.60366752 0.62684175 0.50811692 0.42488256 0.33516705 0.33390406 0.46210928 0.48093496 0.57882025 0.35786611] [-0.70236707] [ 0.63306561 0.5867727 0.52284414 0.32701853 0.38463218 0.34940215 0.40605056 0.71291714 0.46631666 0.44678945] [-0.68193341] [ 0.52653823 0.6317806 0.60679586 0.53222089 0.5919679 0.5951043 0.47725256 0.53260371 0.53013422 0.57267006] [-0.19488496] [ 0.6127437 0.47961123 0.64161666 0.46474247 0.46739687 0.43710186 0.54197482 0.60920499 0.48355126 0.344391 ] [-0.08707138] [ 0.37820382 0.7861038 0.34858225 0.77613131 0.39629467 0.67309906 0.38247414 0.42588818 0.4795599 0.7048935 ] [-0.11760038] [ 0.47116929 0.73194074 0.33635602 0.72904578 0.33469496 0.58796251 0.39349459 0.64966216 0.54235641 0.56605546] [ 0.05110698] [ 0.20987854 0.29621748 0.62964697 0.54342365 0.48948492 0.67275166 0.37872551 0.25873565 0.40429314 0.43915484] [ 0.96926203] [ 0.3430727 0.58219719 0.40869952 0.5516335 0.43437082 0.51108106 0.44312319 0.51592311 0.45803469 0.328703 ] [-0.30054761] [ 0.32190877 0.50568046 0.50498659 0.48742649 0.54204506 0.70537379 0.41635627 0.54837342 0.32333042 0.58338836] [ 0.58113241] [ 0.44031251 0.5120322 0.48395835 0.31322201 0.42374463 0.48196983 0.43166434 0.48221172 0.47645254 0.4375258 ] [ 0.15035118] [ 0.36817516 0.73400244 0.43959905 0.62943418 0.33946886 0.54463425 0.54690116 0.6492438 0.57335089 0.52215854] [ 0.03288875] [ 0.27641251 0.45603842 0.62984006 0.46710239 0.49893872 0.63524363 0.39598414 0.44937432 0.38143425 0.59265967] [-0.22994673] [ 0.4652427 0.63721649 0.45603103 0.49201067 0.49770382 0.59082486 0.42203242 0.66144729 0.63353819 0.64582674] [ 0.69438992] [ 0.55795357 0.60000171 0.49062896 0.49857315 0.3380076 0.4185652 0.34369645 0.52116832 0.55908735 0.4555496 ] [-1.24011821] [ 0.77773556 0.74176594 0.50048231 0.29191521 0.29378243 0.20332889 0.5430661 0.77098725 0.64898702 0.36270535] [-0.04093489] [ 0.4380378 0.26914241 0.67248235 0.31917848 0.57354484 0.38502684 0.37831432 0.32224345 0.29886035 0.33773668] [-0.50617417] [ 0.44890715 0.45566128 0.55352334 0.33271038 0.50336115 0.43011467 0.44155377 0.54301163 0.4357796 0.39022611] [-0.72462952] [ 0.70357887 0.73152329 0.44589881 0.36142841 0.29949284 0.19026473 0.43730163 0.75963003 0.58828676 0.35332155] [-1.11580261] [ 0.67588206 0.60960152 0.58236663 0.55965326 0.48867221 0.47512555 0.47389282 0.65412176 0.53289223 0.41793863] Progress: 19.7% ... Training loss: 0.506 ... Validation loss: 0.834[-0.43886176] [ 0.75635569 0.72589588 0.3612459 0.44981605 0.21740885 0.30266855 0.43411052 0.6457275 0.5852997 0.34720499] [-0.27449332] [ 0.53113089 0.62096559 0.42400108 0.52136402 0.314733 0.27823124 0.4219713 0.68026219 0.4976918 0.27837609] [ 0.94685955] [ 0.67120222 0.69046624 0.49961754 0.6001216 0.35223772 0.52023548 0.49154604 0.68746842 0.5881009 0.47655671] [-0.93846995] [ 0.70301631 0.681229 0.41282761 0.52990254 0.23954992 0.26758835 0.42135198 0.66724451 0.59098796 0.35537572] [ 0.30280258] [ 0.2003339 0.59528877 0.43586848 0.66255081 0.43744956 0.67414781 0.31485019 0.44461187 0.52335723 0.6342934 ] [ 0.10029682] [ 0.41665787 0.71213125 0.46537983 0.57616294 0.3896449 0.53567667 0.52606104 0.59104965 0.54813612 0.53607034] [ 1.43297946] [ 0.66267612 0.60926237 0.60554143 0.33899393 0.47720683 0.33554284 0.51717701 0.67933806 0.48211426 0.40801714] [ 0.48185732] [ 0.56541732 0.60145374 0.58033581 0.47902885 0.49195305 0.36029948 0.40209621 0.57888379 0.58361516 0.57308047] [ 0.12322394] [ 0.34893178 0.66688063 0.38362127 0.6147801 0.40994411 0.71522454 0.35655733 0.66039542 0.58249535 0.60995595] [-0.83122035] [ 0.43340259 0.79069591 0.33581339 0.67258959 0.28092231 0.38439009 0.40047076 0.54930648 0.5420177 0.51856932] [ 0.00705588] [ 0.41518254 0.44857657 0.66963848 0.44344563 0.51435903 0.627437 0.45962055 0.40319209 0.37023674 0.51866443] [ 0.72860925] [ 0.76225618 0.68817621 0.45113529 0.5483156 0.318358 0.18987835 0.46240259 0.61160967 0.69123072 0.38425645] [-0.70084736] [ 0.83049929 0.5907612 0.65285568 0.25141268 0.44078476 0.37127834 0.6259019 0.64517477 0.49191621 0.36111932] [-0.53286891] [ 0.59394191 0.6076798 0.50210197 0.56168057 0.27003282 0.32214599 0.50770989 0.58827974 0.55105281 0.41662873] [-0.28305794] [ 0.42937184 0.34402089 0.68048438 0.38573752 0.48913204 0.59213836 0.46278665 0.46816193 0.35973333 0.54562342] [ 0.00841306] [ 0.41138178 0.58283947 0.58366256 0.31040516 0.52602821 0.54742072 0.50476248 0.42003602 0.48643954 0.57710986] [-0.10702559] [ 0.43636027 0.853282 0.35170136 0.72965504 0.47330632 0.73019129 0.31906017 0.59499931 0.6183451 0.7625939 ] [ 0.20843793] [ 0.21141887 0.57704788 0.37946321 0.67643315 0.48034539 0.72224882 0.44414557 0.54422688 0.39698646 0.53376877] [ 0.1354965] [ 0.36902666 0.57660607 0.56281431 0.55182227 0.40574137 0.57291513 0.4432087 0.46970527 0.51904067 0.63017866] [-0.1677622] [ 0.73499151 0.78194131 0.41766496 0.4232039 0.30023358 0.41696556 0.52822656 0.70360883 0.57303747 0.45573573] [-0.07177376] [ 0.44177456 0.7545395 0.32529435 0.54373454 0.42712191 0.41712772 0.4350497 0.49625184 0.64763337 0.44537495] [-0.48235003] [ 0.33380325 0.69178868 0.37177547 0.70602136 0.27572759 0.6241244 0.45245442 0.60725698 0.573381 0.45581929] [-1.23386181] [ 0.68119953 0.76021193 0.37978443 0.56750278 0.28841241 0.34036641 0.39421792 0.56095283 0.55728146 0.45182711] [-0.50206868] [ 0.58849154 0.59121819 0.580052 0.27807556 0.53501909 0.4859935 0.46473641 0.56259148 0.48751484 0.64546671] [ 2.01946675] [ 0.68921467 0.51817366 0.53999079 0.3861731 0.37520255 0.19908929 0.51071944 0.74544437 0.5505957 0.32427985] [-0.33355709] [ 0.35610018 0.52428122 0.41211106 0.62202366 0.35126821 0.70429043 0.37877605 0.56143093 0.36653285 0.5302707 ] [ 0.34576726] [ 0.1979331 0.53710379 0.44216678 0.59790118 0.45621912 0.64048595 0.38813623 0.44285681 0.4126608 0.54060664] [-0.77078695] [ 0.53233667 0.6909736 0.417464 0.54885344 0.44073026 0.31099043 0.38646976 0.48290873 0.42653536 0.62408385] [-0.97277553] [ 0.61840291 0.63787194 0.4662006 0.583014 0.26235157 0.40331548 0.36091524 0.51886722 0.4797444 0.41918839] [ 0.68016123] [ 0.72363972 0.70860037 0.4638137 0.34482314 0.33229384 0.17418606 0.49270634 0.60655598 0.629369 0.28522712] [ 0.38991477] [ 0.72420292 0.32439564 0.54619521 0.44793981 0.35684034 0.31550195 0.50059485 0.62015442 0.35160382 0.23382463] [ 3.03205159] [ 0.43653369 0.78409949 0.33237705 0.69389975 0.33956887 0.55035383 0.48563537 0.64630526 0.66401928 0.49746534] [ 0.54922446] [ 0.69383478 0.72846694 0.5924889 0.4588397 0.43367568 0.36373499 0.53053518 0.64207649 0.67870315 0.43972986] [ 0.11367764] [ 0.29865558 0.74800445 0.39654189 0.65331684 0.39974306 0.68151942 0.44883705 0.48961612 0.53661495 0.54695716] [-0.48581207] [ 0.40578626 0.65614049 0.39303219 0.66152755 0.39290584 0.73291974 0.5146627 0.68672703 0.52111619 0.47000142] [-0.72947989] [ 0.57308771 0.63524793 0.51197367 0.48332062 0.44604146 0.45864758 0.47698711 0.5981406 0.42086805 0.47948916] [-0.48404554] [ 0.4760134 0.78585639 0.38578605 0.71063391 0.20525208 0.43488887 0.31793744 0.54574695 0.56289599 0.48688391] [ 2.36761545] [ 0.6815592 0.45074726 0.52060671 0.22666926 0.34192939 0.16175399 0.52164692 0.69167411 0.54471394 0.19666011] [-0.96771445] [ 0.60194815 0.74880162 0.44611048 0.57394918 0.23252429 0.45366223 0.42889703 0.56891703 0.61051264 0.50097334] [ 0.35966821] [ 0.31666666 0.6666182 0.47780061 0.62757711 0.47670511 0.77348563 0.38577261 0.53154334 0.55733136 0.59008278] [-0.12495273] [ 0.50266932 0.53086037 0.59731561 0.37780323 0.51004141 0.56918735 0.48933822 0.47877404 0.45071246 0.57956296] [-0.1292608] [ 0.40483887 0.44041929 0.41331445 0.57953452 0.45493581 0.61247803 0.40474692 0.45469289 0.35680454 0.47262546] [ 1.76907996] [ 0.69703567 0.691657 0.48083034 0.52009163 0.2464234 0.25250143 0.4013101 0.66166788 0.69945926 0.35798342] [ 0.053704] [ 0.61649232 0.54755283 0.60501842 0.4922635 0.46196144 0.39591633 0.44349551 0.64346541 0.47931488 0.53567701] [-0.58118332] [ 0.58439137 0.52258019 0.61434186 0.26154038 0.57897278 0.39217245 0.49101526 0.50292934 0.40897303 0.54098977] [ 1.40973562] [ 0.62463592 0.50730744 0.57671896 0.28825653 0.3442465 0.39817266 0.58700602 0.75633735 0.4753423 0.31609763] [-0.71888276] [ 0.81318828 0.63993283 0.61607714 0.43111651 0.39401094 0.36612768 0.49170363 0.791291 0.64993816 0.41832905] [ 0.17719837] [ 0.41800939 0.62097428 0.40457863 0.60758745 0.2823449 0.2924665 0.35963663 0.58799824 0.56102306 0.30752774] [ 0.8487407] [ 0.53896689 0.82460277 0.4229421 0.58782377 0.32316736 0.50787687 0.474408 0.55847937 0.68004682 0.58435984] [-0.50015844] [ 0.41563358 0.59376436 0.46564721 0.34716881 0.35816295 0.53220871 0.37623554 0.47812457 0.47826535 0.50782697] [-0.41056952] [ 0.53879177 0.59071497 0.47669417 0.49826376 0.3663805 0.57148944 0.41450136 0.62256967 0.53057179 0.55633287] [-0.96513557] [ 0.61726685 0.58193364 0.45970807 0.44919021 0.27819973 0.29590385 0.47784008 0.62118183 0.54132217 0.3557567 ] [-0.45491337] [ 0.42570284 0.79243232 0.33440032 0.74643041 0.28702746 0.42188473 0.30870513 0.36403336 0.54801775 0.54663612] [-1.29952442] [ 0.62270687 0.59145368 0.45439883 0.42754035 0.47596218 0.2486257 0.49944855 0.453813 0.48419711 0.36190194] [-1.26478372] [ 0.66926904 0.62417957 0.54839112 0.39781263 0.32341487 0.36088521 0.48793202 0.61813263 0.55153759 0.39473157] [ 0.49933659] [ 0.76101896 0.74620584 0.54560071 0.45027914 0.36955448 0.3983709 0.61568172 0.68461848 0.69171019 0.4084669 ] [-0.194234] [ 0.72960242 0.65727201 0.54147432 0.56825633 0.45413345 0.35842461 0.43387795 0.68067397 0.51873577 0.60697701] [-0.17652128] [ 0.42379597 0.73768441 0.45675024 0.70888631 0.54128744 0.60074814 0.37432911 0.45225279 0.48076995 0.6683665 ] [ 0.33892864] [ 0.49929385 0.60671093 0.48574895 0.53640628 0.31852509 0.34639279 0.39679463 0.66438286 0.49886465 0.41853918] [ 1.40973562] [ 0.62463592 0.50730744 0.57671896 0.28825653 0.3442465 0.39817266 0.58700602 0.75633735 0.4753423 0.31609763] [-0.67777058] [ 0.46245239 0.56216433 0.3594644 0.71497732 0.40107988 0.36365469 0.37672281 0.4081209 0.33908619 0.48348006] [-0.19014469] [ 0.7479109 0.53784153 0.59086285 0.2770648 0.30001784 0.24236125 0.57756189 0.64104825 0.56604553 0.30360286] [ 1.09284363] [ 0.67116175 0.62923028 0.41630537 0.53224667 0.26315595 0.21002178 0.44686045 0.57050985 0.62057722 0.32005578] [-0.40041069] [ 0.59710439 0.17331699 0.7511875 0.36691822 0.53448805 0.47542452 0.42698715 0.42180128 0.30795337 0.27219651] [-0.70569624] [ 0.38628766 0.25903932 0.65805673 0.39782618 0.46220754 0.54473723 0.47319793 0.44575027 0.37009109 0.32800045] [-0.34042576] [ 0.30396411 0.52653757 0.53471241 0.53131134 0.50149813 0.64757192 0.52919747 0.40347941 0.54949043 0.51765439] [-0.54972692] [ 0.84256543 0.67748368 0.60763842 0.43090645 0.44012044 0.25019257 0.49120387 0.76430128 0.70446833 0.31112518] [-0.03768359] [ 0.78000174 0.45200062 0.62677147 0.24717244 0.44662722 0.23955258 0.56226065 0.55986825 0.53213703 0.29138508] [ 1.70440312] [ 0.74312977 0.63828476 0.45364803 0.45803316 0.25628173 0.21719825 0.49939497 0.6593519 0.6082792 0.25834745] [-0.35400502] [ 0.39357119 0.64682761 0.37437691 0.74394981 0.3378231 0.43257379 0.38933522 0.40882778 0.58755688 0.50374763] [ 0.36849122] [ 0.68293542 0.42373695 0.62464687 0.36754431 0.4622912 0.32003575 0.4894802 0.61946191 0.50730156 0.30097829] [ 0.0694829] [ 0.25473772 0.52835952 0.47645209 0.64133329 0.46183101 0.75713309 0.41304117 0.43401801 0.30821934 0.51398971] [-0.51104653] [ 0.67487671 0.41042968 0.62217617 0.47196277 0.55210394 0.50318032 0.41526816 0.62587836 0.48842688 0.36175561] [ 0.74418977] [ 0.50808607 0.56057457 0.5456168 0.56533283 0.46012508 0.45155683 0.41428556 0.59833768 0.5021253 0.43193324] [-0.5714241] [ 0.73188161 0.32893008 0.55567819 0.29306683 0.49831364 0.52111372 0.46393893 0.63076077 0.25199181 0.35959521] [ 0.52538254] [ 0.60260888 0.36476682 0.66305195 0.28140045 0.47986898 0.47430772 0.45733718 0.56003514 0.34865275 0.44857535] [-1.12641812] [ 0.64939837 0.67774201 0.50408053 0.3895098 0.35102212 0.37931506 0.42387041 0.59442318 0.49460019 0.48861332] [-0.81275099] [ 0.77904177 0.59933116 0.50103922 0.49379078 0.27592481 0.21627057 0.44792439 0.63377694 0.50834234 0.48968653] [-0.50076473] [ 0.68516126 0.54598323 0.52843514 0.32799868 0.3195511 0.33850913 0.44728565 0.63277314 0.42274354 0.38835287] [-0.08716463] [ 0.31172902 0.39259469 0.64878434 0.5115728 0.54382855 0.70586713 0.42457691 0.3685433 0.37021788 0.53094094] [ 0.07253817] [ 0.19255795 0.43965098 0.55457221 0.41790718 0.59941788 0.74331071 0.43928088 0.33198567 0.50771524 0.64456434] [-0.05970455] [ 0.67707786 0.62385953 0.55056812 0.44196574 0.4080165 0.29787778 0.54940699 0.67891106 0.61669907 0.37441865] [ 0.18751515] [ 0.29202466 0.46050495 0.58907802 0.50866163 0.50176023 0.60374063 0.4089667 0.40264436 0.5337283 0.63441203] [-0.46707727] [ 0.73312986 0.61662464 0.50748316 0.47350102 0.30036453 0.2676979 0.48502736 0.6502501 0.5141674 0.40935164] [-0.20219608] [ 0.32038885 0.4140595 0.65609635 0.42852118 0.50919474 0.61486701 0.42473615 0.3631601 0.44532756 0.50575429] [-0.63177798] [ 0.42144174 0.68669886 0.34303375 0.66794284 0.27504514 0.52427378 0.41229979 0.54985241 0.57197064 0.42375689] [-0.79508185] [ 0.42199688 0.67122743 0.47490806 0.6160541 0.37937626 0.52574965 0.44414066 0.57198837 0.53416935 0.41789479] [ 0.79037266] [ 0.22752078 0.49416814 0.46299363 0.77806365 0.39598604 0.58625977 0.37803327 0.36315565 0.48563745 0.5780595 ] [-0.10082821] [ 0.6652501 0.6533891 0.48655868 0.45309275 0.35105444 0.20697854 0.37047835 0.68685338 0.61615651 0.45393278] [ 2.58555347] [ 0.74793581 0.44939747 0.51737695 0.28088642 0.35800129 0.14138702 0.50621579 0.65592631 0.54731722 0.16840193] [ 0.06881019] [ 0.28419236 0.52711871 0.60186748 0.4515327 0.53474557 0.59740375 0.39220888 0.43111909 0.38059498 0.710333 ] [ 0.85337104] [ 0.57406711 0.67983691 0.41054515 0.57074984 0.26991213 0.36168856 0.4976394 0.67339066 0.60842241 0.37682133] [ 0.29212754] [ 0.38507816 0.39458322 0.68784155 0.37375672 0.60712233 0.59233481 0.43970246 0.35499381 0.38382794 0.5801252 ] [ 1.2582288] [ 0.55527969 0.56920558 0.49314392 0.3685116 0.31839637 0.34908836 0.43804583 0.66790752 0.53513021 0.40574158] [-0.01393951] [ 0.47883514 0.44654816 0.66762019 0.42947811 0.45263851 0.52466463 0.49331558 0.52953593 0.43241757 0.42677538] [ 0.27257265] [ 0.44922728 0.71989536 0.44403316 0.51352335 0.35163771 0.59877572 0.39391934 0.6305887 0.58204455 0.63442678] [ 0.25723478] [ 0.62017141 0.64689214 0.49874423 0.49868825 0.27711305 0.24557113 0.4567974 0.58441841 0.51886119 0.37091136] [ 1.26108925] [ 0.7848333 0.27132233 0.68495023 0.2082556 0.41428668 0.25807084 0.49080505 0.73942848 0.37052262 0.24686755] [ 0.1076892] [ 0.18314794 0.44062655 0.56501402 0.53043343 0.51909107 0.8149592 0.48400456 0.36239356 0.45098284 0.60151954] [-0.37285767] [ 0.58851871 0.64692896 0.45506483 0.5266224 0.48910781 0.42510476 0.48630939 0.5583322 0.56595866 0.55409153] [-0.1127636] [ 0.59464963 0.47362776 0.63079023 0.46841537 0.51584721 0.49701309 0.50418431 0.55311773 0.44402831 0.50190183] [-0.08449372] [ 0.82173101 0.64171547 0.59019392 0.26641169 0.41335387 0.38379416 0.57481393 0.72334256 0.60428922 0.38432145] [ 0.03303138] [ 0.42822023 0.50173533 0.51536962 0.4595905 0.52106731 0.57829996 0.34733219 0.38810512 0.44503288 0.48825447] [-1.28188456] [ 0.80715179 0.56691958 0.59686042 0.32389028 0.25810202 0.2333788 0.52620809 0.7362012 0.65399075 0.31528781] [-0.72741656] [ 0.75075966 0.66467771 0.43539105 0.37402065 0.40098368 0.30718517 0.56001487 0.64857116 0.55940594 0.39313563] [ 0.20921844] [ 0.66341573 0.3190131 0.66402898 0.21749931 0.51977355 0.28454071 0.4819918 0.61005653 0.43093161 0.28689766] [ 0.93414957] [ 0.5827903 0.69180018 0.43893955 0.54037897 0.2748647 0.30828365 0.464643 0.62045334 0.5358946 0.43513264] [-0.57998667] [ 0.64100237 0.63100486 0.51832456 0.36799656 0.39181811 0.35983246 0.58823067 0.65428228 0.53723757 0.37974206] [-0.02226606] [ 0.41648703 0.2952285 0.68944503 0.48710253 0.48520518 0.60202882 0.46528352 0.40829819 0.37466224 0.41290967] [-1.02638761] [ 0.4849891 0.59668562 0.44456411 0.45760917 0.42762761 0.40194626 0.57169839 0.64012197 0.49303225 0.24962332] [ 0.01165797] [ 0.34866973 0.68787529 0.48647451 0.57146811 0.53150686 0.67931491 0.34830888 0.5302826 0.49403948 0.70417721] [ 1.00124526] [ 0.64198428 0.47568593 0.64678231 0.35183845 0.39064776 0.40628955 0.50256884 0.69083739 0.48650781 0.34703678] [-0.62020863] [ 0.74975249 0.70020851 0.57568827 0.54478177 0.50675662 0.40739694 0.4434693 0.6459798 0.65243356 0.4289745 ] [-0.69851936] [ 0.63052119 0.7260241 0.53469957 0.52015851 0.3941952 0.69040661 0.45397166 0.61911178 0.53268339 0.61179846] [-0.4306217] [ 0.61934491 0.52149088 0.62220226 0.40957695 0.33120473 0.34014449 0.52018346 0.62695551 0.57516403 0.30791093] [ 0.62202498] [ 0.85395999 0.62531864 0.62007528 0.27333859 0.37866665 0.29509676 0.6345874 0.74958287 0.60759946 0.31787689] [-1.04365663] [ 0.55194259 0.39826548 0.59628138 0.34899234 0.52284407 0.29117819 0.58543475 0.51041194 0.38032452 0.55832493] [-0.26496346] [ 0.63402711 0.60253056 0.52846188 0.5037624 0.42179288 0.34479626 0.44909956 0.53299367 0.53748817 0.42892211] [ 0.26954328] [ 0.38823923 0.62562469 0.42595075 0.64507797 0.48947213 0.51300564 0.36568677 0.5517829 0.53735827 0.42764412] [-0.36725862] [ 0.57220567 0.57667783 0.47400664 0.35187963 0.43338022 0.54948846 0.40899906 0.54254205 0.44591877 0.46369072] [ 0.06274129] [ 0.27445684 0.530984 0.52281505 0.60317406 0.43889451 0.78890953 0.34398142 0.4741814 0.4537228 0.66331586] [ 0.61691497] [ 0.81055059 0.6122653 0.60439098 0.40786972 0.44932636 0.26485851 0.54483379 0.71821346 0.54083706 0.35049438] [ 0.18378561] [ 0.71439328 0.4795624 0.55337233 0.36713887 0.51703437 0.31744533 0.51215672 0.54891665 0.44663903 0.30957839] [ 0.33818523] [ 0.20762942 0.54996518 0.38725924 0.70368178 0.56191736 0.74668296 0.42988221 0.31058258 0.34841964 0.67079361] [-0.02827581] [ 0.50879174 0.60739674 0.45079646 0.57969222 0.32001804 0.41759361 0.38684518 0.52447022 0.51709413 0.4905334 ] [-0.11757631] [ 0.65733353 0.38896753 0.75794121 0.27013642 0.64075274 0.51467248 0.44202669 0.58675151 0.40524541 0.50166667] [-0.44132443] [ 0.64675268 0.61886598 0.48901918 0.43717212 0.39722234 0.34047462 0.32725175 0.64416068 0.56251326 0.3778754 ] [-0.5888168] [ 0.50814094 0.70599251 0.4319142 0.63108225 0.32092705 0.48836995 0.41037473 0.4886712 0.58948619 0.48724536] Progress: 20.0% ... Training loss: 0.502 ... Validation loss: 0.822[ 0.90218882] [ 0.71409143 0.57530997 0.51557476 0.42593002 0.24037525 0.22882683 0.50592277 0.66021322 0.59991037 0.25782706] [-0.81357419] [ 0.47183728 0.50935068 0.53448772 0.43301392 0.41026034 0.49386738 0.40982167 0.50282298 0.46517094 0.50939878] [-0.13756888] [ 0.40486202 0.67481023 0.34379111 0.72688813 0.34853838 0.63450814 0.37871142 0.40310495 0.60926898 0.50540476] [-0.86498528] [ 0.79636363 0.60704932 0.54722374 0.36063704 0.26920922 0.21885107 0.45524 0.69499601 0.63267134 0.3118278 ] [-0.14167135] [ 0.39844758 0.72850945 0.41129597 0.65467804 0.37421892 0.63644101 0.52759611 0.65788188 0.60381457 0.48757167] [ 0.51112136] [ 0.68520568 0.63356365 0.57383396 0.51442255 0.4766932 0.53004101 0.47545509 0.66701437 0.53736444 0.53593187] [-1.06188413] [ 0.62746079 0.57247489 0.62603599 0.43554776 0.47885053 0.52162875 0.51751251 0.63653697 0.5721626 0.48158766] [-0.7199645] [ 0.5554288 0.66933478 0.49907761 0.34831562 0.36688025 0.34147675 0.52805457 0.46691072 0.70180288 0.39037237] [ 0.41963677] [ 0.72053883 0.73136532 0.56322937 0.49697481 0.39096472 0.48008869 0.49096548 0.70296107 0.68006715 0.46381555] [-0.27318069] [ 0.8228639 0.74276023 0.45466313 0.31731428 0.29317433 0.15436644 0.48284396 0.75066912 0.62939464 0.36298433] [-0.40636084] [ 0.46793721 0.21333101 0.6864717 0.37440329 0.56214959 0.49940749 0.45098797 0.33971104 0.38879976 0.28124688] [ 0.116182] [ 0.42632857 0.65048928 0.41252524 0.52354856 0.3773639 0.60859621 0.40080064 0.58900786 0.52385906 0.51167165] [ 0.1794228] [ 0.38611372 0.34474637 0.68533487 0.39752207 0.53491246 0.65478994 0.46229328 0.41181367 0.47520793 0.48374859] [-0.18781117] [ 0.53104185 0.5611774 0.45807483 0.40600878 0.28058834 0.40764353 0.48474674 0.55082896 0.44546862 0.39665586] [-0.61499557] [ 0.50841454 0.70852093 0.51065258 0.70220712 0.48720955 0.56018346 0.41241238 0.58201457 0.60376492 0.51208167] [-0.44397881] [ 0.6191437 0.52145199 0.62226539 0.40972143 0.3311581 0.34233225 0.52031302 0.6262954 0.57509989 0.3086911 ] [-0.19791002] [ 0.55283896 0.37177245 0.67559036 0.3511278 0.5839013 0.47655133 0.39571809 0.52727197 0.42535304 0.47563331] [ 0.82770336] [ 0.79814378 0.65708757 0.51063225 0.24919049 0.3145677 0.15095138 0.5071115 0.74886978 0.57991759 0.40394442] [ 0.46001273] [ 0.55629139 0.65759146 0.48607686 0.5233521 0.2396376 0.35343279 0.44847661 0.60255576 0.55873601 0.41273952] [ 2.73561839] [ 0.62535006 0.59164702 0.48295725 0.45760336 0.3584723 0.24315223 0.49750246 0.59428792 0.53224905 0.27433223] [-0.99685666] [ 0.63085403 0.70705061 0.50869798 0.55211743 0.54036221 0.36285342 0.42961416 0.54514842 0.48613978 0.48714493] [ 0.7599611] [ 0.64542183 0.66180918 0.44130527 0.56919608 0.41994262 0.40772574 0.4799538 0.70390786 0.6704841 0.30797805] [ 0.19974314] [ 0.51312007 0.65600241 0.53881271 0.6073455 0.44807623 0.38482473 0.41626926 0.59064646 0.68019322 0.40900568] [ 0.0843465] [ 0.30429432 0.53351742 0.56359683 0.50921725 0.50527056 0.62146196 0.47473033 0.39035181 0.45528915 0.62219996] [-0.07462143] [ 0.37342651 0.63494106 0.50463395 0.58096757 0.43807068 0.7249688 0.34331841 0.47843089 0.46622605 0.69258649] [-0.32294001] [ 0.56652024 0.77552046 0.48362912 0.53446073 0.3542518 0.59895234 0.58164586 0.61826344 0.64688902 0.5161348 ] [ 0.45838649] [ 0.64681934 0.76650089 0.45612803 0.47949287 0.31218169 0.48431423 0.5181018 0.64504966 0.68422242 0.58097779] [-0.99836311] [ 0.53845738 0.73426227 0.4057697 0.65583882 0.4534957 0.40228249 0.46429523 0.56864699 0.60011194 0.43369348] [-0.59404936] [ 0.64886196 0.44462197 0.49071291 0.3698194 0.44316903 0.49730379 0.42840848 0.69630492 0.40891654 0.46439646] [-0.0506718] [ 0.63910931 0.65581033 0.49852281 0.52894596 0.31301103 0.32312057 0.5377742 0.54396346 0.58858115 0.41697016] [-0.93539228] [ 0.52834695 0.79033973 0.33796422 0.67039389 0.37719147 0.32121014 0.3641268 0.48479674 0.57175841 0.47542462] [ 0.28108805] [ 0.48342537 0.34510399 0.65170298 0.38938664 0.46924524 0.38074084 0.51746224 0.5043548 0.43458914 0.25608723] [-0.12749138] [ 0.35219597 0.59446078 0.52848992 0.64009294 0.53110641 0.62221442 0.42350093 0.36206435 0.5188943 0.5217659 ] [ 0.59677752] [ 0.4672031 0.67568956 0.49067947 0.53785891 0.31578993 0.51033396 0.49923315 0.62468018 0.56031009 0.42141811] [ 0.74589833] [ 0.67032786 0.44593437 0.64132519 0.38571836 0.45848495 0.47019092 0.47481449 0.61508164 0.44644089 0.46227719] [ 0.03488956] [ 0.23863048 0.31225976 0.58402875 0.64589549 0.46938896 0.58442336 0.41525757 0.33263632 0.39210038 0.4228806 ] [-0.04816493] [ 0.68991054 0.57138871 0.58711132 0.51438233 0.4024941 0.36917254 0.47300848 0.61048832 0.52931999 0.38606111] [-1.30952207] [ 0.59710664 0.61273612 0.42391903 0.43957709 0.35482154 0.35351624 0.55183907 0.70198082 0.58735234 0.33940532] [-0.17611916] [ 0.46215245 0.59205333 0.53212575 0.50087841 0.46578079 0.41134728 0.41408841 0.51934251 0.48662742 0.44085583] [-0.45396065] [ 0.30720749 0.58048624 0.50835888 0.66541154 0.35849737 0.58214769 0.37956217 0.43975769 0.55432852 0.43990112] [-0.01830154] [ 0.53762636 0.54620612 0.36897153 0.61803337 0.4088737 0.61502041 0.48576502 0.5145035 0.46020783 0.43664916] [ 0.22615113] [ 0.36602203 0.73767698 0.29313577 0.7133861 0.29377982 0.411382 0.50513179 0.62106265 0.58636611 0.67441313] [-0.48916653] [ 0.51900385 0.59934808 0.53438478 0.49220289 0.31776998 0.47284252 0.41223107 0.41010219 0.55431508 0.49702726] [ 0.46672445] [ 0.76569406 0.80189176 0.53573843 0.30821635 0.32045049 0.36797915 0.57708601 0.71509885 0.70126836 0.46327037] [-0.47730626] [ 0.50972416 0.62543178 0.43675792 0.46999674 0.39219728 0.49072623 0.35654915 0.62537664 0.50178334 0.54034957] [-0.51780368] [ 0.69661662 0.5387442 0.67171115 0.23072136 0.50145207 0.39160638 0.60452148 0.70835396 0.45258585 0.44045356] [-0.15794608] [ 0.28450232 0.58361491 0.41962692 0.53905785 0.5217876 0.57925355 0.35362032 0.37307884 0.34855443 0.54814517] [-0.136057] [ 0.74186495 0.67977886 0.54348509 0.47236197 0.34215702 0.41230878 0.58287902 0.76505922 0.59757676 0.39788855] [-0.37952277] [ 0.39783736 0.61615207 0.55745756 0.50415934 0.44586426 0.61755904 0.37058384 0.49418293 0.46138395 0.62226523] [-0.34350219] [ 0.69042828 0.53082345 0.52295738 0.30686738 0.37820349 0.25226142 0.44962309 0.61367904 0.50168718 0.34464942] [-0.53991375] [ 0.34681715 0.68479726 0.34750036 0.62963349 0.2899656 0.66056973 0.50354836 0.67381815 0.49831381 0.43791046] [-0.2269018] [ 0.44751825 0.56631326 0.47339056 0.46214715 0.46566547 0.50877414 0.51412283 0.60088545 0.61949752 0.44124227] [-0.18516751] [ 0.35807817 0.30937156 0.65552552 0.33983258 0.51854428 0.63652084 0.49059252 0.37922286 0.46268227 0.44077442] [-0.86973175] [ 0.82498713 0.83317278 0.56790364 0.3809299 0.34721727 0.36173752 0.62885792 0.75466669 0.76981357 0.49103761] [ 0.3635826] [ 0.61494174 0.68735737 0.42562702 0.63911399 0.24938019 0.23463017 0.45887276 0.60942848 0.57643968 0.45587709] [-0.18762693] [ 0.30613793 0.51694564 0.39684794 0.69657364 0.52972221 0.66834577 0.38591273 0.42718702 0.47144371 0.49289901] [-0.23202539] [ 0.25772535 0.42774833 0.6173331 0.52277948 0.45016628 0.69707205 0.41397425 0.39288719 0.47322074 0.52451162] [-0.78084088] [ 0.50282146 0.38259213 0.61202533 0.49755402 0.35300699 0.43024944 0.48598365 0.63170038 0.39151992 0.25308775] [ 0.27203245] [ 0.58358197 0.66951025 0.44896467 0.48507412 0.3145687 0.26676141 0.47520342 0.66493604 0.55819461 0.39186558] [ 0.96745988] [ 0.24479232 0.45667579 0.51316156 0.61507599 0.47988126 0.56389358 0.34648502 0.38810829 0.54145228 0.47701888] [-0.14769271] [ 0.27284492 0.29446549 0.62973048 0.43656175 0.58225917 0.5762955 0.52190544 0.31941869 0.40325288 0.6856846 ] [-0.29844648] [ 0.37829771 0.61618085 0.43463644 0.53999733 0.29135095 0.39229265 0.56189819 0.58714486 0.56709472 0.43317192] [-0.25494825] [ 0.29227797 0.55850997 0.44681876 0.69245306 0.36487025 0.73562581 0.39664813 0.50038495 0.46464709 0.50194979] [ 0.49163568] [ 0.25262808 0.43092921 0.51104016 0.63249653 0.47736198 0.71707839 0.37045882 0.38787867 0.45195117 0.47215078] [ 1.00114247] [ 0.84130191 0.58760639 0.64733346 0.21022684 0.37085074 0.22626491 0.58324774 0.72958366 0.55432658 0.26994542] [ 0.67678849] [ 0.65371712 0.64279926 0.44831462 0.42255796 0.44353229 0.32136529 0.54119079 0.60257318 0.55544234 0.42862851] [-0.70265692] [ 0.49054708 0.65645788 0.50958366 0.53464139 0.46576163 0.55701343 0.58184182 0.5588452 0.63787832 0.42880406] [-0.16344298] [ 0.55629371 0.73607742 0.44662789 0.50643535 0.2957961 0.41786573 0.59523043 0.74424275 0.58771711 0.44746083] [ 0.99678318] [ 0.65581676 0.59046268 0.50873991 0.5587734 0.35315474 0.54904052 0.44369395 0.59407163 0.52994058 0.48378054] [ 0.06541122] [ 0.77098582 0.61439124 0.58893097 0.36440971 0.51664123 0.26297367 0.48984396 0.65008691 0.54536685 0.46560973] [-0.18314344] [ 0.47895211 0.41131798 0.57531047 0.47163818 0.54355866 0.4802983 0.51066857 0.44657888 0.49286269 0.45282347] [-1.01015423] [ 0.69810087 0.80975371 0.47596183 0.4823905 0.38675366 0.39637046 0.50375919 0.66333055 0.63782255 0.58508046] [-0.42899972] [ 0.55462319 0.69656479 0.57132094 0.43378254 0.4459611 0.52499209 0.48952254 0.49880827 0.60417739 0.51146418] [-0.10676586] [ 0.55981252 0.65438185 0.50868296 0.50852177 0.4490959 0.66584175 0.45388356 0.64476571 0.51864952 0.60264243] [-0.14494137] [ 0.66854013 0.6259879 0.5817495 0.38070301 0.36290232 0.53588313 0.56352052 0.65732814 0.50685785 0.46757715] [-0.16240311] [ 0.47006076 0.66809548 0.35849162 0.57453494 0.26120402 0.47315419 0.43886279 0.54410771 0.52623618 0.37674079] [-0.95407456] [ 0.67408292 0.65005221 0.48086798 0.38762313 0.41217921 0.27699275 0.4631254 0.6248306 0.56405909 0.40954779] [-0.74760645] [ 0.77431874 0.59185801 0.51854235 0.3763816 0.35825349 0.18055295 0.45336046 0.68727561 0.48665516 0.48851752] [ 0.2308485] [ 0.28473047 0.6009947 0.54086661 0.5578018 0.39859 0.71582465 0.43031819 0.43272154 0.53360312 0.61996776] [ 0.01715377] [ 0.45981423 0.57729972 0.5524578 0.37755379 0.48604211 0.64398399 0.42557644 0.57266973 0.53994141 0.60425913] [-1.1577817] [ 0.81922643 0.70389441 0.5439393 0.30558428 0.2843582 0.22847576 0.53268481 0.76875608 0.73238134 0.35457388] [-0.00644204] [ 0.55240128 0.58331341 0.56054692 0.60219471 0.30609801 0.41392003 0.37486557 0.45127414 0.56761906 0.46115887] [-0.90763007] [ 0.50845301 0.66931937 0.46419642 0.4997091 0.36700241 0.45152169 0.45787031 0.48620342 0.56734265 0.42914999] [-0.43638934] [ 0.41758255 0.70459695 0.29332644 0.61725314 0.34050109 0.59158302 0.43864867 0.5149198 0.48380837 0.48903964] [-0.15641094] [ 0.40150468 0.68989607 0.38813195 0.63001334 0.40864779 0.48415518 0.34768244 0.50562165 0.55511877 0.55578683] [-0.26428939] [ 0.65374456 0.65285728 0.4843146 0.49593659 0.41845259 0.26038332 0.36283457 0.57273185 0.6071256 0.33376613] [ 1.29552553] [ 0.67453746 0.55922083 0.59048661 0.53558148 0.44223177 0.42725558 0.42103648 0.67756088 0.41372318 0.39387307] [ 0.0833308] [ 0.80038575 0.51655369 0.58267212 0.32764738 0.3233675 0.18784306 0.45606884 0.67575825 0.47356764 0.34268903] [ 0.29231393] [ 0.21074124 0.69575288 0.31615839 0.65487946 0.5190242 0.71204604 0.24847312 0.42550478 0.40632721 0.75232813] [-0.29814813] [ 0.37240541 0.66481814 0.42872017 0.57856761 0.34338231 0.56578817 0.36166255 0.54530393 0.53617947 0.57586821] [-0.24969343] [ 0.44341357 0.70094524 0.48839574 0.65583796 0.41222586 0.75473825 0.31839009 0.61938602 0.54078953 0.67319931] [ 0.60436719] [ 0.73097919 0.37114183 0.63684446 0.28611851 0.4501145 0.31492257 0.59916196 0.68496598 0.39419781 0.2750215 ] [-0.0605642] [ 0.43457563 0.42456258 0.46504912 0.48929408 0.33113022 0.50422987 0.45660595 0.54683172 0.42047337 0.37509644] [ 0.00144833] [ 0.48213278 0.54846457 0.45897396 0.50264789 0.49207348 0.60813883 0.45650023 0.54486293 0.49116531 0.46639423] [ 0.34318534] [ 0.55903692 0.6000016 0.55950021 0.33655953 0.43084672 0.37812775 0.50828288 0.5380545 0.53947667 0.41352507] [ 0.29912339] [ 0.39389959 0.42383989 0.4655147 0.47039929 0.37435536 0.41212073 0.42068565 0.44250508 0.41935855 0.38079107] [-0.18773302] [ 0.80750665 0.61686533 0.59618547 0.3354779 0.26312985 0.22866044 0.47308129 0.65977632 0.65089532 0.34477962] [-0.22873114] [ 0.55490008 0.36712791 0.58735875 0.29159006 0.45252329 0.4600598 0.46683973 0.48818035 0.37570021 0.32220859] [ 0.21381285] [ 0.50942762 0.5726186 0.51226195 0.55299671 0.36912883 0.44820274 0.46509646 0.66035241 0.53168014 0.4716893 ] [ 0.30665363] [ 0.55245333 0.69460458 0.45771519 0.65574218 0.40331524 0.4682733 0.39990883 0.70413771 0.60267652 0.46151225] [-0.46414015] [ 0.58087283 0.70376927 0.47860298 0.60052129 0.25159956 0.46429274 0.36057407 0.45629454 0.53300816 0.50804051] [ 0.4618478] [ 0.61923953 0.49829239 0.58829191 0.48614558 0.4803818 0.46311972 0.47512873 0.58384369 0.44503843 0.44685844] [ 0.11185208] [ 0.4687799 0.58488601 0.48835151 0.60401184 0.34356731 0.40658541 0.37809597 0.49439052 0.48512019 0.49523269] [ 0.20018503] [ 0.82395014 0.58245589 0.58627566 0.238708 0.29774045 0.20066241 0.56214194 0.69211547 0.5461545 0.27264481] [ 0.4278717] [ 0.38646498 0.63690092 0.44783631 0.5656266 0.40873614 0.71709975 0.43315265 0.69563565 0.58761364 0.58194536] [-0.35344739] [ 0.49333811 0.56865489 0.55634558 0.48067656 0.45625397 0.58389486 0.50288681 0.57560884 0.40186934 0.48091811] [ 0.20122718] [ 0.61700156 0.49435055 0.53920868 0.36316386 0.49667839 0.45287775 0.45851693 0.62457159 0.57078627 0.34559237] [ 0.16572414] [ 0.54998242 0.68035118 0.51315344 0.38364771 0.34106539 0.44853961 0.60722619 0.71699217 0.60024065 0.38926076] [ 0.62528438] [ 0.13990884 0.66735945 0.40450239 0.69885407 0.59115786 0.89101442 0.39326373 0.32028868 0.48586573 0.75278273] [-0.50388424] [ 0.81072424 0.65781783 0.58670313 0.45756084 0.3833123 0.30641229 0.45772406 0.79334143 0.6631709 0.35684512] [-0.37361072] [ 0.6840779 0.41751046 0.62156771 0.45345601 0.54659788 0.3631938 0.50264957 0.5283511 0.50880158 0.25706601] [ 0.14293939] [ 0.43083032 0.4939876 0.60204899 0.44691175 0.54050488 0.59748324 0.41232672 0.58045344 0.55458768 0.50986076] [-0.16891764] [ 0.39192197 0.44998674 0.60179375 0.43342968 0.60986785 0.70450029 0.3810797 0.47473867 0.41809477 0.58470969] [-0.81389879] [ 0.89980005 0.54819272 0.55697499 0.30048014 0.25064992 0.16230382 0.49277477 0.75943865 0.53719861 0.2594355 ] [-0.45463092] [ 0.54076533 0.4408455 0.54753316 0.31506678 0.45955101 0.43892982 0.42177691 0.49422166 0.36212253 0.49912142] [-0.34540155] [ 0.41374794 0.7113505 0.36499183 0.61611834 0.45345747 0.49093549 0.2865106 0.51907003 0.45767468 0.72374165] [ 1.13490828] [ 0.81434848 0.41111767 0.69003518 0.37255545 0.43168673 0.37611407 0.4989751 0.81285655 0.40312314 0.30598361] [-0.15030256] [ 0.30868399 0.55253784 0.46268271 0.50832591 0.4865458 0.68078243 0.44120169 0.6131885 0.57294147 0.49376888] [ 0.08314152] [ 0.64742807 0.4286394 0.58699029 0.40476181 0.41817233 0.46377426 0.41626398 0.68108859 0.46022056 0.41591182] [ 0.00027007] [ 0.74346355 0.62825729 0.61848664 0.37755549 0.51417864 0.38786995 0.55752725 0.64870408 0.52276777 0.49316429] [ 1.00161396] [ 0.39664436 0.49351644 0.53088951 0.52963551 0.49066352 0.46164659 0.44933493 0.39070911 0.44523141 0.37343328] [ 0.19839598] [ 0.49733129 0.47662839 0.5657524 0.32170133 0.49526119 0.58188882 0.47599119 0.63744023 0.49767031 0.45560435] [-0.5075469] [ 0.81082815 0.68676283 0.52154225 0.31075042 0.27275846 0.22007865 0.55225562 0.68349918 0.62537708 0.4098961 ] [ 1.42380136] [ 0.51827755 0.77000246 0.41137568 0.64689078 0.41534539 0.55069454 0.44819739 0.55932822 0.53430203 0.54028851] [ 1.05357031] [ 0.5546996 0.69077431 0.46754241 0.62698722 0.45916103 0.37193003 0.42299139 0.60315272 0.54079622 0.49133231] [ 1.2323139] [ 0.48698332 0.65315301 0.39964385 0.55000085 0.35888168 0.25954814 0.38916258 0.5587822 0.50948791 0.43939525] [-0.24907375] [ 0.41461113 0.50933431 0.49683144 0.50547375 0.49025845 0.6237744 0.32160979 0.58953076 0.4540942 0.56411706] [-1.02044113] [ 0.57795202 0.70069533 0.39507227 0.65784868 0.30258474 0.30476939 0.37973403 0.46905375 0.50516015 0.43332942] Progress: 20.3% ... Training loss: 0.505 ... Validation loss: 0.842[-0.22685331] [ 0.38732642 0.60528075 0.36627408 0.618124 0.44231818 0.77106976 0.37771112 0.6894801 0.53357092 0.58689336] [-0.30749812] [ 0.53696204 0.53195219 0.5898151 0.36655277 0.55258828 0.50586195 0.47593732 0.46392944 0.4645006 0.44692728] [ 1.15369763] [ 0.61445725 0.76100122 0.52186992 0.45942381 0.34668076 0.57329839 0.49030023 0.56133916 0.56847914 0.5591551 ] [-0.78821827] [ 0.62996921 0.71621381 0.40556869 0.56882766 0.49912953 0.51637934 0.42476417 0.5927682 0.49747427 0.54205891] [ 0.88230753] [ 0.67535953 0.46423571 0.63185509 0.28206586 0.36233783 0.40512292 0.54388791 0.63778574 0.34893765 0.31026753] [ 0.22019444] [ 0.31816115 0.67190605 0.30557391 0.52480838 0.36295744 0.79733037 0.29939002 0.46199764 0.44801276 0.65580254] [ 0.29762146] [ 0.22634755 0.58215163 0.45186185 0.5542917 0.56743147 0.69656245 0.33762183 0.28730418 0.4376369 0.66286172] [-0.22846762] [ 0.34776339 0.65291781 0.43159924 0.63126364 0.41500997 0.60283056 0.37404273 0.54486991 0.48838502 0.50544744] [ 0.87291888] [ 0.52428596 0.67474066 0.43399674 0.51352302 0.29005505 0.33882932 0.41974248 0.57129592 0.57427049 0.43881378] [-0.28046812] [ 0.57733185 0.7696569 0.43072017 0.50000025 0.40268592 0.46198347 0.56406862 0.63426488 0.69489392 0.50602282] [-0.16868652] [ 0.4313995 0.68863791 0.54868351 0.65267241 0.46127466 0.72338164 0.46616295 0.46587925 0.55166466 0.62792661] [ 0.698332] [ 0.16451796 0.72029645 0.44254869 0.72702135 0.46381139 0.80002621 0.29968599 0.28010882 0.48243145 0.76643756] [-0.6080381] [ 0.47041786 0.48733776 0.59288537 0.43312574 0.47235657 0.54991497 0.3870611 0.53187264 0.42154584 0.50157317] [ 0.60460292] [ 0.67337526 0.65741757 0.61494569 0.44623697 0.42770714 0.40886366 0.5465487 0.66095157 0.64329841 0.41852553] [ 1.27702594] [ 0.57925108 0.52818997 0.45343852 0.39142808 0.42025403 0.52588102 0.52094152 0.73980587 0.64786586 0.31400731] [ 0.51689038] [ 0.5534024 0.62911152 0.48593948 0.40209273 0.40003286 0.62940728 0.45021399 0.73318763 0.63300802 0.47871816] [-0.60467739] [ 0.56903218 0.74164949 0.39895641 0.60128337 0.2271852 0.41456054 0.40037037 0.5914852 0.64140811 0.44245956] [-0.56946533] [ 0.37483751 0.33956702 0.61358035 0.57190187 0.36299653 0.44300672 0.49075161 0.46121847 0.44292675 0.30580263] [-0.19594356] [ 0.39432698 0.59772847 0.48233075 0.58667212 0.50020826 0.62174994 0.37687393 0.51214934 0.53193016 0.6147379 ] [-0.63148729] [ 0.55669574 0.67909584 0.57824615 0.56787829 0.47876251 0.50010744 0.4232605 0.5974796 0.5158832 0.46897504] [ 0.01855353] [ 0.29017639 0.55881804 0.57140163 0.38652403 0.53165107 0.59060367 0.4381442 0.46642158 0.42862874 0.61963019] [-0.3463069] [ 0.68056582 0.58078766 0.51870645 0.47314888 0.30499275 0.36977923 0.47357385 0.57663957 0.65219087 0.36988661] [ 0.28165831] [ 0.15884959 0.47545539 0.46219745 0.73237303 0.41073657 0.69077225 0.30580816 0.32378267 0.47293579 0.5123486 ] [-0.04328176] [ 0.72113867 0.46084557 0.58539856 0.42131675 0.55843394 0.36205285 0.59627842 0.6104723 0.46038965 0.29127031] [-0.18144247] [ 0.76470965 0.3848268 0.56506314 0.41895815 0.27137728 0.32064152 0.39924964 0.71315145 0.42969445 0.25813717] [ 0.04874287] [ 0.37652652 0.78623901 0.34800607 0.77649801 0.39754022 0.67416943 0.38193751 0.42405911 0.47853051 0.70518446] [-0.37297998] [ 0.37567753 0.2407067 0.6647456 0.43293186 0.52871961 0.64580149 0.35334389 0.47242458 0.27055946 0.44369143] [-0.45022413] [ 0.85242855 0.7399958 0.52955541 0.49711559 0.41220589 0.23885815 0.49794421 0.73986015 0.65916045 0.36747539] [ 0.86058485] [ 0.67660744 0.46265791 0.49974023 0.44905563 0.27847673 0.28923141 0.38737101 0.67135162 0.44874887 0.27062909] [ 0.19434841] [ 0.64967264 0.45751552 0.5471502 0.31221374 0.39892598 0.36411521 0.45208409 0.57874068 0.39970856 0.43480898] [-0.05618197] [ 0.69974336 0.61750028 0.59405993 0.37525311 0.3542722 0.28369688 0.53486275 0.6533065 0.6712396 0.36619261] [-0.12466532] [ 0.41061884 0.32570735 0.62985662 0.50982661 0.41778613 0.54000984 0.42819415 0.40316498 0.39829645 0.44548064] [-0.31904603] [ 0.34317665 0.57521186 0.55124964 0.56411112 0.34610539 0.58289698 0.37401289 0.42950452 0.36733892 0.54574433] [ 2.08875429] [ 0.50879704 0.66717763 0.45950742 0.49719456 0.46053138 0.36549108 0.43382542 0.60232122 0.59982851 0.53536578] [-0.25986074] [ 0.76695477 0.4847085 0.59055664 0.3941144 0.47071824 0.29240349 0.51917084 0.60993696 0.4921209 0.23130976] [ 0.25763896] [ 0.28429744 0.62802532 0.44760269 0.54684752 0.40787697 0.7919839 0.37463607 0.39821646 0.45742567 0.67498734] [ 2.17699801] [ 0.71215056 0.46059685 0.56406257 0.39139502 0.35053414 0.29224988 0.48764841 0.71739503 0.48885639 0.23301768] [-0.08814815] [ 0.41474279 0.62565498 0.35060557 0.582013 0.40519769 0.3743244 0.38680655 0.5994876 0.50148304 0.39466417] [ 0.58873387] [ 0.80332006 0.69528591 0.50892214 0.22433929 0.28066761 0.13483299 0.4777001 0.7254663 0.63296753 0.26472487] [-0.61786155] [ 0.521137 0.39613023 0.66626879 0.40500496 0.48493463 0.4392988 0.48854026 0.41633734 0.37429583 0.46370298] [-0.31607672] [ 0.59056598 0.74588847 0.47679303 0.63627043 0.49094618 0.52954845 0.4996876 0.62473083 0.58074698 0.3988743 ] [ 0.3451862] [ 0.80143006 0.33637322 0.65162297 0.18953805 0.43840709 0.23959749 0.50228926 0.63546601 0.43522559 0.24260159] [-0.93119495] [ 0.63501916 0.62085243 0.47013765 0.57787069 0.38815612 0.36180616 0.43773265 0.40321363 0.44566014 0.46196451] [-0.54365733] [ 0.83971557 0.55145492 0.56800259 0.33972605 0.44568371 0.30621124 0.55652954 0.66171225 0.54656846 0.30121065] [-0.59830222] [ 0.7097124 0.56213202 0.57956259 0.35546123 0.36513518 0.31316621 0.46417017 0.57463225 0.56395866 0.37584476] [ 1.41950838] [ 0.745186 0.59148889 0.56819547 0.21337975 0.35349506 0.39740515 0.58465872 0.79465725 0.51467419 0.33859026] [ 1.00078795] [ 0.76957224 0.66587255 0.47130867 0.49893254 0.2386934 0.22466243 0.5000169 0.64046005 0.59417457 0.33713838] [ 0.36655102] [ 0.48923707 0.58385453 0.59480543 0.46994749 0.48238987 0.5735007 0.42258216 0.55292405 0.57512075 0.60778963] [ 0.11815216] [ 0.21667793 0.47336437 0.50471639 0.56193062 0.50942872 0.75603446 0.46996119 0.41464503 0.37104667 0.50580014] [-0.92544139] [ 0.56994988 0.76983434 0.40447313 0.53089245 0.30863576 0.39007052 0.35524909 0.57956632 0.56357805 0.49379883] [ 0.05422076] [ 0.48190883 0.54837993 0.45915483 0.50234159 0.49184229 0.60797136 0.45672808 0.54492604 0.4913523 0.46607479] [ 0.41713558] [ 0.63177089 0.57263396 0.44577094 0.57554909 0.41474327 0.30439113 0.55063911 0.59730609 0.5007081 0.44524106] [-0.20951015] [ 0.49612184 0.59007536 0.4969052 0.40457008 0.44278729 0.63863963 0.38840077 0.75485398 0.52679209 0.52688142] [ 0.02393937] [ 0.25724854 0.41455937 0.61707244 0.52058979 0.49972257 0.69734744 0.35778696 0.35069681 0.36518559 0.60072931] [ 0.9192657] [ 0.59690704 0.63041598 0.47812796 0.55408798 0.2510301 0.34707216 0.42024029 0.60510742 0.51224469 0.3655676 ] [ 0.57465747] [ 0.63626922 0.35765543 0.66688606 0.30249281 0.51615249 0.4668469 0.44272918 0.56691341 0.45361496 0.44645797] [-0.35199793] [ 0.79894665 0.5911406 0.52978914 0.24225624 0.30690497 0.19762114 0.48170943 0.6944436 0.47277446 0.28139915] [ 0.16715101] [ 0.26435542 0.69694261 0.3312175 0.56563903 0.49036759 0.78922936 0.26001074 0.5073556 0.44642441 0.68068158] [-0.6680697] [ 0.49621568 0.37214496 0.67408304 0.30598492 0.52465323 0.43154487 0.51438395 0.45631601 0.39402369 0.42286048] [-0.24208627] [ 0.76891199 0.67085589 0.49463541 0.52120428 0.43614953 0.31833213 0.49031711 0.64157249 0.72062264 0.28455246] [-0.00148409] [ 0.54900357 0.67091493 0.55786069 0.43801932 0.42445565 0.53025582 0.52652242 0.68633352 0.53479013 0.54582969] [-0.00033017] [ 0.39198945 0.42091082 0.44673171 0.54938999 0.3846223 0.50388557 0.42756218 0.43972468 0.42629327 0.37407213] [-1.36051777] [ 0.62895934 0.49425742 0.5038387 0.43334162 0.34594168 0.23733972 0.47788748 0.47303277 0.5462274 0.35825551] [-0.05978477] [ 0.34650971 0.42663808 0.57404587 0.4213699 0.56472804 0.68428152 0.37869265 0.43724103 0.35056056 0.61264654] [ 0.25854216] [ 0.23372072 0.5254636 0.52520351 0.57631698 0.52458977 0.65548316 0.52241024 0.41871999 0.41125048 0.66356898] [-0.01602805] [ 0.56553419 0.55324145 0.61913612 0.35732447 0.48336096 0.40498266 0.52619572 0.54792664 0.47786545 0.42628689] [ 0.46273055] [ 0.38106205 0.32056158 0.67734634 0.36816104 0.50807476 0.5775473 0.5245176 0.47190084 0.3976385 0.41308287] [ 0.09395011] [ 0.2775071 0.56498141 0.45741205 0.4485632 0.45210158 0.78559033 0.34617641 0.39424354 0.46369959 0.66053238] [-0.349051] [ 0.39880587 0.41730993 0.68339259 0.4233934 0.42022216 0.55760181 0.43784961 0.49395044 0.38293676 0.46121875] [-0.29882386] [ 0.47045504 0.36254652 0.70094387 0.27897466 0.44580122 0.52162929 0.45389063 0.46006563 0.38877474 0.44300086] [ 0.13672724] [ 0.3239773 0.5478529 0.52431924 0.58485968 0.48558432 0.56339337 0.44710653 0.35141673 0.49165304 0.41603626] [-0.06568792] [ 0.67183469 0.65522547 0.52576314 0.54042299 0.41765837 0.44194667 0.37960864 0.76805361 0.52920085 0.43398231] [-0.60999968] [ 0.54736323 0.67712149 0.34955562 0.74767675 0.43310502 0.38032425 0.4620893 0.56533535 0.41729083 0.70520305] [-0.17542916] [ 0.58540129 0.62346585 0.48123092 0.64691514 0.48612614 0.42295912 0.43770444 0.66728088 0.42322898 0.46236875] [-0.12388859] [ 0.52890194 0.56143825 0.45723914 0.4072706 0.28174553 0.41111749 0.48354024 0.54783725 0.4443582 0.39991794] [-0.32923084] [ 0.81763341 0.57245557 0.5224035 0.32972348 0.23815405 0.28544139 0.44777208 0.6716698 0.49035202 0.28602924] [-0.16263246] [ 0.35103224 0.47298042 0.52248334 0.42755768 0.65706106 0.60703726 0.42287362 0.31344098 0.39897566 0.56468526] [ 0.50571509] [ 0.85071559 0.66191925 0.61781356 0.31563788 0.31758665 0.30051578 0.64410093 0.82753796 0.56966384 0.33872509] [-0.66416094] [ 0.6087418 0.61339111 0.47341274 0.48298392 0.38440772 0.48982978 0.37946813 0.72233146 0.57042994 0.48184538] [-0.07039122] [ 0.46458228 0.58519123 0.45113242 0.52005977 0.43002588 0.4227943 0.50461998 0.58056164 0.46670991 0.53611255] [-0.8405448] [ 0.60135962 0.63282378 0.50006275 0.53658797 0.39561101 0.58687961 0.45643819 0.58682418 0.53215751 0.43527796] [-0.66231901] [ 0.48066865 0.50718961 0.61098365 0.41291181 0.4903034 0.53626052 0.42767722 0.55931509 0.41251042 0.55212898] [ 0.14363945] [ 0.24678083 0.71057682 0.32269831 0.64141715 0.42638339 0.60316316 0.30867804 0.50158589 0.49992763 0.66931589] [-0.04854904] [ 0.68335602 0.65206335 0.50949834 0.39998289 0.27973737 0.27277166 0.43716657 0.71293916 0.60018058 0.38402108] [ 0.74541852] [ 0.53498796 0.63566811 0.58683589 0.38614491 0.43169066 0.39657747 0.40773554 0.5165051 0.61742026 0.47043629] [-0.41768371] [ 0.59549384 0.68597809 0.47540225 0.53669091 0.34525507 0.3205028 0.38884305 0.59807829 0.54300083 0.55437776] [ 0.37168567] [ 0.43957389 0.2057529 0.64237069 0.39424485 0.48922167 0.37801987 0.49435033 0.42422355 0.27514611 0.45863242] [-0.38493726] [ 0.6965539 0.45903946 0.54604653 0.33179619 0.45740536 0.35301376 0.6285993 0.68060289 0.45446553 0.3156194 ] [-0.31798185] [ 0.40464767 0.34914625 0.66902045 0.46254145 0.49633056 0.6133573 0.40937141 0.42208083 0.3148218 0.61027124] [ 0.07465669] [ 0.44258871 0.61893522 0.37804309 0.60780103 0.30983302 0.58190044 0.42338588 0.57351532 0.50818629 0.48481995] [ 0.22206243] [ 0.5083648 0.58791531 0.36796516 0.5495875 0.39630945 0.59110276 0.49096488 0.54507487 0.47389695 0.4779583 ] [ 1.93909989] [ 0.86535393 0.55189065 0.55856903 0.34447749 0.21370094 0.17731642 0.49809472 0.80734823 0.53404949 0.20315148] [ 0.22465] [ 0.3998668 0.60889855 0.51819963 0.52461466 0.43369491 0.59481333 0.47536912 0.57873576 0.52403838 0.62926476] [-1.24354731] [ 0.89679875 0.72951427 0.5817081 0.29129342 0.33559169 0.27515052 0.64496963 0.79829895 0.62942118 0.43302263] [ 0.94602025] [ 0.77032783 0.53530614 0.62865526 0.39239021 0.4755539 0.26234515 0.57785512 0.64113383 0.45122983 0.44004465] [ 0.35916165] [ 0.78546993 0.51250409 0.638065 0.40053893 0.43812154 0.41292097 0.50514597 0.7190231 0.56719235 0.36892379] [-0.05278195] [ 0.66700545 0.63234958 0.55644921 0.59335148 0.44497475 0.40664954 0.39298502 0.69252523 0.61082273 0.37547206] [-0.68435864] [ 0.43346945 0.62359546 0.41766606 0.65234032 0.35380563 0.36121905 0.36273986 0.46628108 0.38018588 0.4712859 ] [-0.14443143] [ 0.43280999 0.68062881 0.43077107 0.63842709 0.55934427 0.61373545 0.37142897 0.52811814 0.54242385 0.60668355] [-0.22720288] [ 0.48159021 0.46824596 0.58219314 0.38024703 0.43618113 0.65971487 0.46112024 0.48131968 0.57300682 0.473599 ] [-0.70808392] [ 0.8536394 0.59014769 0.6520293 0.20515969 0.38619813 0.36510586 0.63737322 0.71579855 0.46909083 0.378817 ] [ 0.91899438] [ 0.44805892 0.58977716 0.44896621 0.56964927 0.28651667 0.45751105 0.45635622 0.49998878 0.52622425 0.42091545] [ 0.08124246] [ 0.55004427 0.2168007 0.67493132 0.43727924 0.41460479 0.49773405 0.37737259 0.54117544 0.33118514 0.27856446] [ 0.24891008] [ 0.23788136 0.55947166 0.56513546 0.50690556 0.53180484 0.7443009 0.38151265 0.31395283 0.38913941 0.68593555] [-0.11552854] [ 0.31215362 0.50432176 0.63414133 0.5024676 0.48723079 0.67306762 0.40117075 0.3422555 0.36388855 0.57965005] [-0.89141912] [ 0.64178288 0.67615966 0.49785547 0.43595183 0.35912808 0.45667198 0.43075057 0.67941155 0.59489743 0.48912946] [-0.49876395] [ 0.53920362 0.71548964 0.46731961 0.46991476 0.35066513 0.45116288 0.44374705 0.54823376 0.61456168 0.56256028] [ 0.38134336] [ 0.47116297 0.64925761 0.40356283 0.61704552 0.28120929 0.5745393 0.46975732 0.71457995 0.52704421 0.39561704] [ 0.32319211] [ 0.28842191 0.77070576 0.3773408 0.59611979 0.33013735 0.74794899 0.36922194 0.46515542 0.52731904 0.66720622] [ 0.5011478] [ 0.18165139 0.53796945 0.58459096 0.71892787 0.47495457 0.83497218 0.36067179 0.2992276 0.41670502 0.6570641 ] [ 0.23335871] [ 0.29379708 0.46083596 0.63480971 0.53879087 0.53303322 0.6829957 0.35213599 0.36462213 0.45373625 0.58387362] [-0.39043956] [ 0.5094016 0.67643316 0.40068835 0.62457385 0.47693458 0.61110683 0.4009881 0.51947 0.39505269 0.59842465] [ 0.24687249] [ 0.51756253 0.3220138 0.64967896 0.28124996 0.48717543 0.37437146 0.51885547 0.45969588 0.4577452 0.2619163 ] [-1.06660177] [ 0.70779577 0.55629126 0.57889235 0.39346991 0.5459561 0.37027032 0.56470188 0.60045668 0.42634895 0.50127361] [ 0.91139883] [ 0.77862119 0.59365251 0.5811546 0.45610165 0.38861895 0.30230627 0.50357731 0.74342551 0.56708371 0.30472628] [ 1.36505576] [ 0.6377574 0.45947323 0.65565348 0.32976706 0.4572034 0.36314222 0.39250593 0.62483411 0.54606443 0.40652864] [ 0.53152042] [ 0.39785183 0.60555873 0.4979177 0.43725043 0.47612826 0.57775546 0.39721577 0.68009303 0.53108542 0.53809502] [-0.05013269] [ 0.77722733 0.69852981 0.5037204 0.27460412 0.3937327 0.3904834 0.58602359 0.7054494 0.57050652 0.38021446] [-0.29057806] [ 0.35383985 0.50873554 0.53960268 0.47719017 0.45512113 0.40682274 0.42798447 0.49653139 0.46867823 0.49740899] [ 0.082422] [ 0.30484087 0.71039281 0.37801548 0.59539829 0.52286052 0.75857454 0.3073542 0.58014298 0.55437878 0.69899082] [ 0.04537919] [ 0.28673475 0.58944682 0.48907734 0.67629468 0.50007492 0.68425779 0.3498813 0.45316621 0.49642741 0.52769842] [-0.50553566] [ 0.69762508 0.44882129 0.59670777 0.32188295 0.46156638 0.23390702 0.47330859 0.68238489 0.59741328 0.38387754] [ 1.43195987] [ 0.84536047 0.65305184 0.58695702 0.31159835 0.4474298 0.17486946 0.52259133 0.72855443 0.63714173 0.26058629] [-0.92475923] [ 0.60819001 0.58055971 0.50206962 0.63781751 0.46085938 0.44501477 0.43248016 0.57252962 0.57244464 0.33975705] [ 0.34437813] [ 0.77504225 0.51054682 0.60174444 0.25939308 0.41385127 0.20118803 0.55016069 0.63323906 0.52604755 0.28038393] [-0.46877437] [ 0.41623106 0.35782361 0.55300728 0.52792002 0.52685294 0.62827358 0.4342826 0.45055915 0.27329913 0.41753993] [-0.77238072] [ 0.4715828 0.48788733 0.64576001 0.39340297 0.54459011 0.52838955 0.4335614 0.54240865 0.48048605 0.48067888] [-0.04841293] [ 0.28032907 0.50852755 0.49984387 0.52665445 0.45378793 0.73258308 0.4540659 0.57527378 0.52923744 0.47128285] Progress: 20.6% ... Training loss: 0.498 ... Validation loss: 0.820[-0.17194476] [ 0.3499785 0.69199209 0.40968074 0.66159231 0.43079505 0.75753852 0.35429299 0.56799824 0.61775891 0.60053993] [-0.34847461] [ 0.45522077 0.81055722 0.45136322 0.63567488 0.41049412 0.64821844 0.47456397 0.52767664 0.66919579 0.74990368] [-0.74118689] [ 0.67511799 0.62013801 0.39833866 0.35019163 0.27643843 0.34699009 0.53281996 0.56789481 0.58852998 0.34152134] [ 0.78727157] [ 0.70725916 0.71793044 0.56083898 0.4708916 0.43862803 0.47556455 0.42905737 0.60537433 0.65387566 0.50349447] [-0.38876883] [ 0.43849343 0.64493397 0.51090613 0.52476769 0.42611589 0.64130721 0.35009575 0.46571354 0.46865302 0.56996503] [ 1.34258849] [ 0.60622273 0.39260934 0.68616335 0.42091678 0.37828477 0.39115742 0.43942907 0.63216265 0.53202916 0.33738956] [-0.59722904] [ 0.54489101 0.47373097 0.68253458 0.3666752 0.58941858 0.63816624 0.59213312 0.52449395 0.43115684 0.52706948] [ 0.83418292] [ 0.65431686 0.65945263 0.47784258 0.43675645 0.352316 0.28364148 0.42435455 0.63119852 0.54978124 0.4932582 ] [-0.5976397] [ 0.73408366 0.52846333 0.57890493 0.45268798 0.43509389 0.37649664 0.6413728 0.66576948 0.46442945 0.39614398] [ 0.35642814] [ 0.24179446 0.40157368 0.53577351 0.66139192 0.47403983 0.73039009 0.29445962 0.38210638 0.47770592 0.4683221 ] [-0.18216923] [ 0.32552889 0.62613337 0.38302363 0.66762109 0.41458404 0.59212217 0.47720298 0.54382347 0.5462571 0.43663928] [ 1.07379437] [ 0.41318837 0.82225374 0.36091626 0.75949205 0.37428932 0.70370841 0.42889906 0.53923383 0.57962879 0.67289529] [-0.30542626] [ 0.55658868 0.43900998 0.47702387 0.55034726 0.29460496 0.34827084 0.46880307 0.56276633 0.48821298 0.29366128] [-1.14772154] [ 0.6976271 0.82059428 0.4250681 0.6029031 0.43544504 0.37979822 0.4455072 0.63349442 0.59082715 0.51765563] [ 0.43385413] [ 0.38569784 0.40808505 0.55977784 0.48083001 0.54123712 0.33911003 0.42013981 0.5115766 0.33131189 0.63950794] [-0.65222331] [ 0.40309216 0.54704894 0.50751521 0.46783692 0.47029143 0.57470328 0.55444778 0.62114221 0.35134876 0.40533857] [-0.07627] [ 0.37689687 0.46813306 0.56117854 0.49109309 0.48750402 0.51672924 0.44760806 0.40071469 0.4489024 0.62983681] [-0.32349838] [ 0.39191862 0.38133177 0.58789569 0.41256468 0.46724151 0.3924736 0.459695 0.37598102 0.45248411 0.31370723] [-0.30026324] [ 0.53323951 0.7246782 0.4469593 0.55174461 0.31404854 0.37336688 0.31892065 0.5070666 0.5309083 0.46002487] [ 0.12303977] [ 0.45427845 0.66440768 0.3853945 0.52441921 0.2455518 0.47643658 0.44892372 0.54228499 0.51259691 0.46131209] [ 0.15021468] [ 0.30124924 0.67842313 0.4455078 0.53615458 0.54612493 0.73014286 0.34420302 0.39911222 0.43914899 0.74523741] [ 0.53210917] [ 0.25589692 0.45852597 0.66217408 0.54562832 0.49495265 0.71886943 0.4184331 0.38897826 0.49885148 0.61018924] [ 0.35056677] [ 0.34248384 0.61655554 0.40739882 0.66532776 0.41938464 0.67409097 0.40704459 0.5753411 0.59076062 0.46238821] [ 0.53090716] [ 0.48998526 0.58410264 0.49841694 0.56659256 0.29327776 0.37096925 0.36092273 0.62514623 0.47224088 0.4115298 ] [-0.00872606] [ 0.40552514 0.65706399 0.37784863 0.66573006 0.28051977 0.32666621 0.44604569 0.52316876 0.58344616 0.39526368] [ 1.26602918] [ 0.48350568 0.65342299 0.39866223 0.55168675 0.36086176 0.26420842 0.38776088 0.55434281 0.50808892 0.44404334] [-0.31641053] [ 0.29079915 0.66416172 0.49781573 0.60359327 0.40563907 0.6438112 0.45196775 0.4596637 0.61255055 0.56554598] [ 0.36065237] [ 0.22515895 0.48705295 0.63094655 0.5699456 0.48483398 0.78474947 0.32309733 0.26291644 0.34849173 0.66841634] [ 0.08035934] [ 0.56895479 0.57403128 0.36075255 0.38849487 0.35605519 0.33363005 0.4134602 0.55446645 0.48843772 0.32909633] [-0.99771142] [ 0.54488143 0.52503842 0.52711892 0.61062091 0.41970447 0.46470218 0.49791067 0.6174638 0.47595315 0.30540378] [ 2.00812008] [ 0.38205309 0.53631765 0.47296795 0.55223772 0.51957268 0.63801316 0.43156444 0.5683394 0.56490766 0.44190132] [-0.54066747] [ 0.64832853 0.60820267 0.45288885 0.45839472 0.28545538 0.2660982 0.46406906 0.53807467 0.59894292 0.3000485 ] [ 1.00460923] [ 0.57395429 0.44413091 0.58103218 0.34445664 0.49444055 0.55937523 0.42692021 0.63740606 0.53705252 0.42569198] [-0.63048732] [ 0.5423391 0.5883603 0.5010016 0.63339527 0.55366538 0.66828789 0.45547396 0.63874017 0.49731276 0.44413068] [ 0.96320847] [ 0.52725481 0.52480438 0.49988778 0.58100242 0.49262782 0.56670034 0.46349476 0.61784794 0.55497785 0.39610367] [-0.12139667] [ 0.34132568 0.44319624 0.52374222 0.58574881 0.47981253 0.55518187 0.44699178 0.45700654 0.4973588 0.52626616] [-0.8432102] [ 0.5436087 0.70457721 0.42709733 0.4631923 0.43482076 0.3839007 0.41788486 0.48800293 0.44794216 0.57051812] [ 0.20896655] [ 0.75020377 0.31126597 0.60053847 0.40448675 0.37293289 0.22453763 0.58290376 0.75092524 0.37289153 0.17368881] [ 0.70751723] [ 0.77035566 0.54152825 0.6381304 0.33679235 0.44859992 0.27248305 0.55521322 0.73550109 0.5613696 0.28049875] [-0.15050313] [ 0.65297776 0.3279967 0.64959184 0.44426689 0.51411434 0.45084451 0.54973791 0.66406725 0.40273318 0.33712009] [-0.09560053] [ 0.32459996 0.4148118 0.60452696 0.53533193 0.50757064 0.46853177 0.39326119 0.32151579 0.49320876 0.40009455] [ 0.90221119] [ 0.51382599 0.61675827 0.46598271 0.48519276 0.33507614 0.41087805 0.42189282 0.59087967 0.53506817 0.4644541 ] [-0.06005743] [ 0.52314373 0.55088207 0.59151763 0.65081862 0.46963615 0.49299898 0.4175955 0.51695801 0.59983552 0.43431888] [ 0.42940527] [ 0.23122184 0.64723474 0.42183999 0.71352423 0.49935917 0.77970001 0.31595678 0.32487164 0.39357253 0.73771153] [ 0.03574961] [ 0.69731626 0.39071971 0.66757779 0.35086819 0.38388661 0.19712522 0.47414234 0.61625464 0.42716233 0.26826688] [-0.21313577] [ 0.59067737 0.29454675 0.70489632 0.3232066 0.51525555 0.40319644 0.44575051 0.43919898 0.29305965 0.44811309] [-0.13012457] [ 0.73229025 0.64181117 0.57941567 0.38556341 0.46625903 0.30693609 0.46298637 0.74800241 0.5066063 0.39366463] [ 0.56102812] [ 0.68886452 0.50830096 0.60819465 0.2308149 0.4515958 0.22061171 0.50684273 0.60560209 0.46475854 0.40545448] [-0.43768544] [ 0.50590089 0.62566699 0.43563608 0.47199122 0.39438863 0.49727139 0.3552032 0.62042451 0.5003138 0.54630143] [-0.85128817] [ 0.57663595 0.69786768 0.37728243 0.65589794 0.30451062 0.43608873 0.34228399 0.49376777 0.48614566 0.48874485] [-0.20827031] [ 0.45034837 0.56148109 0.49859625 0.6016679 0.51819714 0.72812273 0.42868455 0.53112459 0.42335692 0.57428344] [-0.25407937] [ 0.5356015 0.63693775 0.4593399 0.68206551 0.36183735 0.56042044 0.39485321 0.57035774 0.44150744 0.50189043] [-0.613371] [ 0.68201984 0.68296279 0.51193737 0.46907333 0.47563581 0.38592309 0.44137226 0.69190019 0.55402624 0.45261125] [ 0.43561094] [ 0.30021124 0.58266302 0.51312227 0.61438107 0.50565515 0.77880036 0.37729339 0.50831639 0.49351864 0.56923676] [ 0.15870582] [ 0.66205856 0.51119966 0.5586222 0.53581528 0.28291739 0.3222282 0.45242118 0.50019368 0.47478499 0.39263474] [-0.31308379] [ 0.38844387 0.64718419 0.37320876 0.74569536 0.34010718 0.4426384 0.38761175 0.40271276 0.58544732 0.5113896 ] [ 0.62787273] [ 0.85931035 0.52964284 0.64581125 0.30975739 0.36359758 0.19412616 0.49746032 0.77467872 0.5402694 0.22529567] [ 0.36044915] [ 0.67930972 0.67371305 0.55175997 0.55150727 0.44247296 0.46324452 0.50463299 0.65431806 0.55984451 0.5282789 ] [-0.19338882] [ 0.40693336 0.56052055 0.54296889 0.42547818 0.46567237 0.58376692 0.4585309 0.46236272 0.48862025 0.44106003] [ 0.00952425] [ 0.31295437 0.72436981 0.33367574 0.61280803 0.40438304 0.66267919 0.35008835 0.38146899 0.42899304 0.67608283] [-1.3967285] [ 0.88151568 0.72906835 0.5790478 0.28945154 0.33752177 0.35566986 0.62476707 0.76857253 0.69307138 0.40182876] [-0.31337514] [ 0.33560759 0.57542016 0.44660567 0.57884787 0.44671254 0.63883619 0.3706315 0.45672932 0.49484274 0.53369386] [-0.43180133] [ 0.35113794 0.38148976 0.52016069 0.41154794 0.48384153 0.53624581 0.39706666 0.41392106 0.34207175 0.35989371] [ 1.67718693] [ 0.7978461 0.58324542 0.63672189 0.30725622 0.35623568 0.2647916 0.62143359 0.80680228 0.53989792 0.26770368] [-0.58801586] [ 0.58961411 0.59926717 0.46783562 0.47006817 0.31310051 0.26070793 0.42524218 0.65336367 0.48480084 0.36621383] [-0.8037781] [ 0.50932078 0.82177683 0.3028788 0.59545856 0.35046507 0.44221277 0.30624343 0.62032739 0.60149351 0.58977842] [ 1.04033294] [ 0.25412238 0.49614539 0.48587766 0.71579966 0.3530536 0.52466581 0.37482807 0.49893537 0.47648369 0.48189798] [ 1.60026227] [ 0.60788085 0.75564596 0.49575252 0.49963918 0.45179073 0.45889187 0.53825777 0.68736011 0.68523353 0.47368314] [-0.15587147] [ 0.54554685 0.49151447 0.54825653 0.56469921 0.49636542 0.54876663 0.44844531 0.48661134 0.45611769 0.40163399] [-0.77049798] [ 0.54796692 0.40559807 0.64234158 0.38977603 0.45900407 0.3079627 0.5420006 0.54900885 0.41005563 0.34472346] [ 1.05498502] [ 0.34902384 0.57034786 0.52824114 0.54494063 0.4451537 0.58166333 0.37886535 0.44661764 0.38962667 0.53702236] [ 1.20471772] [ 0.79477208 0.57352421 0.58333104 0.38504112 0.4159999 0.23843763 0.50404182 0.73699238 0.59936003 0.25725588] [ 0.07595156] [ 0.73080195 0.70037451 0.37755874 0.49180252 0.27477436 0.31758939 0.42525557 0.54946627 0.58089296 0.33743668] [-0.14384685] [ 0.59321561 0.47183703 0.61509281 0.27180756 0.45443951 0.4155001 0.47001532 0.63852079 0.49452753 0.46347384] [ 0.39824004] [ 0.18877357 0.73017875 0.44203836 0.65482812 0.49561709 0.73408456 0.36233991 0.30248565 0.57080499 0.81190918] [ 0.41172841] [ 0.71132578 0.68622885 0.49779256 0.34317361 0.26401681 0.33091054 0.58466559 0.77642935 0.55407699 0.27432924] [-0.12430313] [ 0.69252045 0.67155275 0.63314793 0.4491574 0.44541328 0.44046784 0.55546186 0.63331418 0.63734526 0.49463965] [-0.53909809] [ 0.5628837 0.74726133 0.39128298 0.75587677 0.41191508 0.43567064 0.42685355 0.70617761 0.61776824 0.74095066] [-0.13793028] [ 0.57269144 0.77788245 0.33807512 0.47639554 0.2873935 0.54396169 0.48892967 0.70336925 0.56433473 0.48702961] [-0.09725627] [ 0.3454727 0.49627311 0.59905757 0.49178646 0.44687822 0.78936208 0.37755579 0.45514774 0.42643293 0.63689865] [-0.11693851] [ 0.26715713 0.50689573 0.43906758 0.48122943 0.44885876 0.49261617 0.48693152 0.47708825 0.48087628 0.39580967] [-0.56107041] [ 0.72713324 0.41425473 0.60771881 0.29492547 0.48492064 0.3892516 0.48956666 0.73178421 0.32420427 0.36876636] [ 0.07187028] [ 0.529228 0.54417502 0.55853501 0.46851988 0.40066992 0.48117267 0.47383763 0.56272313 0.49361192 0.53876835] [ 0.11149491] [ 0.48857428 0.70935028 0.44101881 0.59484687 0.38803612 0.59390653 0.55244111 0.61858405 0.52170009 0.62215622] [-0.72680161] [ 0.74682696 0.62209767 0.52713352 0.44413362 0.26135431 0.40064404 0.41461973 0.6967484 0.6449057 0.43633376] [ 1.9986886] [ 0.60702984 0.45963146 0.47355441 0.48373086 0.384233 0.27307217 0.39788324 0.59102489 0.39274596 0.31209592] [ 1.56291502] [ 0.68054775 0.70591614 0.54730368 0.47543366 0.42339542 0.3700155 0.50154332 0.65170911 0.49174693 0.52923598] [-0.63860503] [ 0.63452023 0.40538665 0.65563258 0.26832295 0.53044843 0.48540836 0.46945201 0.53484114 0.3645481 0.52685346] [-0.3978454] [ 0.50646088 0.61620489 0.42195247 0.73898641 0.44931869 0.5012705 0.4970345 0.59825089 0.488299 0.68949688] [-0.53924307] [ 0.59201907 0.66915336 0.44173098 0.39971508 0.4366195 0.59192918 0.47207791 0.52070222 0.44119492 0.57015349] [ 0.12198487] [ 0.27713819 0.42996158 0.47269412 0.46022955 0.50641587 0.57477298 0.37477866 0.44780912 0.47436848 0.37098717] [ 1.63783857] [ 0.63821644 0.477158 0.54439358 0.42183499 0.29927816 0.22272254 0.44320306 0.74853654 0.45725534 0.24898933] [ 0.10960221] [ 0.25277643 0.59133764 0.45526401 0.68242661 0.47408292 0.74889806 0.44833519 0.40676383 0.43223392 0.60767449] [ 0.36509969] [ 0.19378989 0.56833819 0.39347334 0.69587993 0.44172577 0.70953939 0.36770492 0.37830482 0.49549037 0.62002358] [-0.08834711] [ 0.82064214 0.49404163 0.56954653 0.39965274 0.24946732 0.20974314 0.42166885 0.59900138 0.55397473 0.23256231] [ 0.82022137] [ 0.60101816 0.69198305 0.41504568 0.6694749 0.33301124 0.48455733 0.49041361 0.64699518 0.53592402 0.50299521] [-0.59326485] [ 0.52257791 0.72188163 0.46296709 0.55840486 0.46276908 0.50817003 0.5173991 0.42710242 0.53671688 0.54166724] [ 0.77176279] [ 0.78295907 0.66437373 0.49997214 0.39315775 0.20732329 0.22676269 0.44114799 0.59645849 0.55264363 0.287248 ] [ 0.75485076] [ 0.29840697 0.59590305 0.4215729 0.67266628 0.40176602 0.53923582 0.43402644 0.40170886 0.54795549 0.49715676] [-0.28122422] [ 0.46550564 0.54682378 0.4631438 0.58041595 0.33513095 0.46322471 0.46672186 0.7212017 0.46759958 0.33962914] [-0.61751528] [ 0.4569834 0.36617563 0.67655917 0.39751133 0.48452896 0.44862216 0.51493586 0.44142953 0.35142903 0.44952619] [-0.3404785] [ 0.32707583 0.53043994 0.49596271 0.59484316 0.36329797 0.63863344 0.40928537 0.44871369 0.52338898 0.4638542 ] [ 0.13391734] [ 0.82639244 0.55035992 0.58876348 0.2812829 0.33525551 0.21778526 0.53003604 0.67873924 0.62918245 0.28226828] [-0.5431356] [ 0.41640094 0.57542116 0.54236046 0.56775013 0.45212847 0.49226509 0.41546047 0.41034058 0.42597336 0.50345063] [-0.5294511] [ 0.700595 0.47529213 0.59179242 0.40603679 0.4125434 0.43683616 0.53926601 0.65065416 0.49053908 0.30395915] [-0.13962649] [ 0.32496027 0.40118937 0.56907683 0.39606739 0.52648378 0.53022228 0.45294153 0.44039619 0.3681545 0.49182166] [ 0.45125434] [ 0.55674217 0.62849344 0.48734142 0.4000491 0.39754085 0.62464934 0.4522197 0.73641562 0.63485553 0.47433962] [-0.0716947] [ 0.46352776 0.55868404 0.49240857 0.43629151 0.50210066 0.60960337 0.43634677 0.39174948 0.43160971 0.53422417] [ 0.07437263] [ 0.26830191 0.65463366 0.39823592 0.69681577 0.44731191 0.7044581 0.43156271 0.44360235 0.46195626 0.62381685] [-0.1955695] [ 0.35655588 0.49852834 0.57033571 0.52987411 0.53328459 0.53481173 0.33995497 0.34033273 0.32423644 0.62498776] [-0.11015139] [ 0.3926832 0.61529519 0.4810958 0.37809862 0.50408236 0.61544668 0.42982789 0.39487332 0.44573163 0.60530021] [-0.01705618] [ 0.35221811 0.60633967 0.38995411 0.44629713 0.42606704 0.54673519 0.45246662 0.43286698 0.53812153 0.44350146] [-0.20838999] [ 0.27739656 0.62291987 0.5051966 0.45948586 0.44808009 0.6640641 0.36346169 0.41148412 0.41612164 0.52200729] [-0.91563626] [ 0.56085087 0.59001996 0.47208049 0.55231725 0.34486599 0.37216679 0.43124356 0.68097739 0.43976144 0.42834299] [-0.30072877] [ 0.43206645 0.34358612 0.68162833 0.38402434 0.48660683 0.58757432 0.46459487 0.47209916 0.36169814 0.54098571] [-0.18673634] [ 0.64816993 0.51138061 0.54328252 0.42644914 0.47566169 0.48662562 0.4526909 0.66922287 0.52902734 0.44526645] [-0.07381567] [ 0.23877448 0.36510748 0.59944562 0.50220537 0.46640074 0.73094252 0.44757961 0.3729456 0.42203666 0.5207331 ] [ 0.26517007] [ 0.50826906 0.74424667 0.38918226 0.68188837 0.33035363 0.39589055 0.57186734 0.6938778 0.592336 0.67952952] [ 0.4238912] [ 0.64433586 0.42520726 0.59364779 0.25858587 0.49906906 0.38327676 0.48035834 0.66731937 0.52027304 0.32509862] [-0.12775309] [ 0.39890358 0.4313119 0.63332532 0.47905032 0.50495038 0.65821462 0.33358461 0.39963462 0.34170438 0.59899812] [ 0.08102279] [ 0.31650472 0.46182478 0.53691604 0.56853669 0.53892246 0.6456741 0.37291508 0.43916853 0.58457949 0.55582928] [-0.85009733] [ 0.6614411 0.53002094 0.56683263 0.28949741 0.4480208 0.20384203 0.44197545 0.66163785 0.3975303 0.48359961] [ 0.20343824] [ 0.71679382 0.68869108 0.44160494 0.42572003 0.2060872 0.14020702 0.55209587 0.77983001 0.64096334 0.21004402] [-0.59020209] [ 0.69465414 0.47893859 0.59195522 0.43572477 0.53339563 0.26672098 0.48981958 0.65595865 0.49168194 0.26036635] [-0.64664874] [ 0.36636559 0.63741033 0.43817509 0.56671893 0.35058206 0.4829515 0.36990049 0.52058558 0.58845544 0.48634215] [-0.07230567] [ 0.74198925 0.45920848 0.6377463 0.21380821 0.37655958 0.32718029 0.55498589 0.76249972 0.54220813 0.35969229] [ 1.07033381] [ 0.74676298 0.68680283 0.58228983 0.37181743 0.46922362 0.24859638 0.48055503 0.75342189 0.56683926 0.37429282] [-0.1033723] [ 0.57262551 0.61454809 0.47632075 0.58185023 0.26194817 0.39991901 0.49269003 0.57974669 0.52624142 0.46632088] Progress: 20.9% ... Training loss: 0.496 ... Validation loss: 0.802[ 0.14549543] [ 0.35336448 0.39875754 0.46412757 0.6487566 0.47924228 0.57219496 0.57758207 0.50472826 0.42219748 0.60710293] [-0.5032248] [ 0.48695671 0.6493042 0.37680727 0.6157557 0.25917915 0.41407998 0.43097372 0.58438684 0.54336106 0.50143735] [-0.1985115] [ 0.69337139 0.67137324 0.63351797 0.44834694 0.44475251 0.44021601 0.55613933 0.63379541 0.63799719 0.49407735] [-0.2770594] [ 0.44581759 0.46588435 0.52497569 0.27391088 0.44233646 0.43783477 0.42351848 0.57193343 0.4208304 0.37040234] [-0.94849154] [ 0.67984019 0.67803012 0.42785302 0.70183161 0.40133139 0.28105848 0.43745057 0.75406603 0.58756244 0.59314915] [-0.13780741] [ 0.35485194 0.66900388 0.38815557 0.71121367 0.29095246 0.56420683 0.35299355 0.36549375 0.553587 0.53259153] [ 0.00046199] [ 0.62816165 0.42489505 0.59882025 0.26496145 0.51916444 0.41217528 0.40421186 0.59450892 0.4687665 0.38972413] [-0.58689255] [ 0.77914545 0.52251103 0.63860179 0.38856657 0.38415478 0.25858881 0.51328883 0.52995992 0.57305299 0.33651078] [ 0.26129464] [ 0.19589454 0.64217866 0.55079454 0.53574299 0.50747433 0.76990566 0.42180513 0.34979128 0.45748046 0.69350251] [ 0.09633507] [ 0.20356475 0.56785548 0.4077616 0.65913953 0.49489015 0.7239149 0.32571925 0.38244959 0.4993444 0.59748628] [-0.8786752] [ 0.65679274 0.50806876 0.53613778 0.54351915 0.47645813 0.4580545 0.53481009 0.74340982 0.45806664 0.32995576] [-0.54181391] [ 0.64216845 0.3185739 0.68501304 0.33747397 0.53791199 0.4587365 0.47909456 0.4415377 0.4064024 0.37485046] [ 0.44404237] [ 0.42814511 0.6575553 0.36348117 0.59321708 0.33169825 0.50515832 0.59691018 0.74330887 0.58642672 0.31561146] [-0.30965339] [ 0.39677623 0.61272365 0.4017714 0.63158248 0.49755311 0.67622942 0.30171845 0.63726568 0.47023424 0.69328001] [-0.28207368] [ 0.34837469 0.71675362 0.53840847 0.53382697 0.43325975 0.69005849 0.38522929 0.46896594 0.55034646 0.66981205] [ 0.11938564] [ 0.25196713 0.43763761 0.45455563 0.6307736 0.51376751 0.75715972 0.49742816 0.48938546 0.35787181 0.53835285] [ 0.27023014] [ 0.58655836 0.28310856 0.67870773 0.26484358 0.54711305 0.32483264 0.3927433 0.47645294 0.36094108 0.31654081] [ 0.84470636] [ 0.78667706 0.59997559 0.51124134 0.39273613 0.2376501 0.20741262 0.50753993 0.66795132 0.58656262 0.26276081] [-0.05993189] [ 0.47964611 0.62012298 0.57137827 0.55521654 0.48746527 0.54097068 0.52214465 0.62420535 0.53148358 0.54834727] [ 0.61446975] [ 0.72054301 0.55672063 0.550009 0.36578147 0.37206635 0.24815033 0.51015605 0.62638583 0.55623736 0.31358577] [ 0.40134767] [ 0.3617355 0.56745357 0.49403781 0.43109811 0.42582836 0.43050836 0.51859938 0.46904301 0.60652103 0.37621101] [-0.25310386] [ 0.32887066 0.58135282 0.38281514 0.61395262 0.43629 0.53493627 0.29130192 0.42133812 0.45229995 0.54843874] [-0.33254302] [ 0.36445279 0.77770504 0.37430455 0.70537193 0.440688 0.61672882 0.45547419 0.46892591 0.49944214 0.58680761] [-0.170521] [ 0.40314518 0.47917634 0.57179116 0.58369549 0.60090917 0.51473504 0.33968643 0.46008685 0.45893601 0.58092327] [-0.4480608] [ 0.71271181 0.43280884 0.56986567 0.56077337 0.4151859 0.37238772 0.54213715 0.64878227 0.3584115 0.50458834] [-0.06878611] [ 0.29835199 0.41738991 0.45336553 0.63708726 0.41755507 0.72335465 0.42656954 0.64044119 0.50725375 0.45840378] [-0.84120274] [ 0.50522806 0.60042864 0.42346066 0.63688903 0.243887 0.27594064 0.44583006 0.54098635 0.55379211 0.31981296] [-1.25382037] [ 0.55904963 0.53748747 0.51107036 0.50097723 0.41469347 0.33038069 0.44438373 0.54836788 0.34081244 0.33445331] [-0.36294013] [ 0.44598013 0.75051172 0.40270761 0.72977962 0.32548142 0.53846874 0.39438065 0.4545998 0.60228041 0.67382403] [ 0.19407687] [ 0.61117646 0.55028079 0.49781272 0.45640689 0.37306875 0.30170742 0.41040601 0.6176603 0.61662997 0.31323822] [-0.35843781] [ 0.45413807 0.82097071 0.41565214 0.67244193 0.44983329 0.61635542 0.46277363 0.47636878 0.56662408 0.6901479 ] [ 0.05233332] [ 0.32380785 0.5666931 0.52270466 0.48612141 0.65037382 0.68953 0.36173507 0.3204954 0.38506918 0.68418219] [ 0.55642927] [ 0.52791537 0.35708063 0.50864071 0.39888857 0.43515154 0.43471015 0.60869127 0.64414644 0.4377234 0.46862773] [ 2.47207707] [ 0.80152167 0.51540307 0.565365 0.43357819 0.27493671 0.18280992 0.5726787 0.83766996 0.49368907 0.14912342] [-0.20412222] [ 0.27976651 0.33388152 0.64051328 0.5231482 0.42964669 0.6325775 0.46363517 0.42496568 0.39156736 0.36362036] [ 1.95552318] [ 0.86182625 0.60905109 0.6366071 0.17249604 0.3648963 0.21732448 0.658484 0.80181892 0.60644687 0.26182171] [ 0.76119063] [ 0.6461886 0.36130082 0.66240684 0.21375721 0.43238062 0.28959841 0.52994305 0.62506274 0.42326916 0.28193973] [-0.19748836] [ 0.50468765 0.60346518 0.47078291 0.48361771 0.34584199 0.32213359 0.43865238 0.5839455 0.58652888 0.52605502] [-0.67204455] [ 0.47600472 0.47808091 0.51101155 0.42036742 0.44371854 0.47909033 0.49350079 0.62592096 0.55463012 0.44999285] [ 0.52775934] [ 0.66473904 0.64908587 0.5248831 0.45692191 0.36808278 0.40817271 0.55300078 0.73241645 0.50495534 0.44767222] [ 1.59426287] [ 0.4162562 0.59051309 0.48587254 0.64939821 0.42332485 0.54102444 0.31628719 0.48004557 0.60229062 0.43571834] [-0.87546916] [ 0.51357063 0.61424832 0.48166265 0.66321247 0.53170116 0.47215301 0.52639908 0.60451587 0.52024755 0.38274976] [-0.39313653] [ 0.5153076 0.64629339 0.51634223 0.51483974 0.60965675 0.65847958 0.35991256 0.55073041 0.42072963 0.67591093] [ 1.41204396] [ 0.64202047 0.55972768 0.50423649 0.46445628 0.40295594 0.36007449 0.44435078 0.56103376 0.48471976 0.35738349] [-0.7889148] [ 0.77281625 0.42346599 0.72015622 0.28695772 0.55527435 0.39336583 0.49077361 0.69586627 0.47134915 0.41947267] [ 0.35489715] [ 0.67817028 0.50174013 0.57754061 0.32698184 0.40345478 0.50466893 0.56619081 0.64152114 0.38395206 0.44602361] [ 0.58823484] [ 0.81128261 0.58970738 0.51688931 0.34524491 0.32738714 0.15828652 0.48689365 0.55912077 0.60445812 0.22476544] [-0.02771973] [ 0.5244083 0.41554108 0.67200556 0.30140998 0.4754062 0.50980497 0.50107663 0.48590288 0.45259153 0.42891766] [-0.57273504] [ 0.44013376 0.67739957 0.37745352 0.65064004 0.22775366 0.38984975 0.37533339 0.53439396 0.57933584 0.37785533] [ 0.4832571] [ 0.15532616 0.6672426 0.36878272 0.72457465 0.57568262 0.74752584 0.38740997 0.26661691 0.39002421 0.70603369] [ 0.24449439] [ 0.41243607 0.48984837 0.45209443 0.38979482 0.44113859 0.3739497 0.47121556 0.51889493 0.48474816 0.3855058 ] [-0.25800923] [ 0.81574499 0.74580712 0.5296347 0.44603945 0.38657103 0.31221934 0.49921534 0.69790885 0.62498898 0.33856404] [-0.25900921] [ 0.76224962 0.51417083 0.65610803 0.45217064 0.47527977 0.34168129 0.51787384 0.72493915 0.474541 0.32599862] [-0.7826184] [ 0.52720147 0.64962258 0.50279121 0.6127554 0.52703651 0.46817441 0.41207745 0.53637954 0.45081242 0.50436134] [ 0.23307199] [ 0.8251376 0.38143446 0.59584645 0.26015859 0.42113078 0.26175074 0.65227679 0.69774316 0.47060062 0.22684406] [-0.88610873] [ 0.48483155 0.43422002 0.55655225 0.55086951 0.42823658 0.51799876 0.47288978 0.48966588 0.36539786 0.34970832] [ 0.59682809] [ 0.58459829 0.49590983 0.5155335 0.36151349 0.45352631 0.28829466 0.63123247 0.65082881 0.48830962 0.31230719] [-0.01452198] [ 0.30984646 0.71393306 0.38091867 0.62872603 0.47384515 0.76398013 0.28064159 0.56100968 0.55357282 0.68329255] [-0.51626709] [ 0.50867738 0.47739753 0.53723379 0.32242536 0.50323877 0.51190351 0.36655381 0.47052266 0.38956239 0.47358163] [ 0.54074118] [ 0.30976897 0.49359427 0.47498124 0.56975591 0.46592934 0.70790918 0.43789468 0.4834512 0.40730072 0.44803129] [-0.20924069] [ 0.37904344 0.41617997 0.61287919 0.38927242 0.59466006 0.50518904 0.3706993 0.522644 0.32360298 0.67305228] [ 0.25710001] [ 0.39068619 0.45547332 0.66187911 0.40436347 0.57185753 0.58552456 0.44118958 0.38081101 0.43309796 0.58465285] [-0.30446096] [ 0.33696596 0.47872034 0.52120502 0.44203374 0.52625262 0.66948209 0.42117334 0.45776008 0.38397631 0.4929979 ] [ 0.99039368] [ 0.6136143 0.41087032 0.61462901 0.33685609 0.4133104 0.35955596 0.50618271 0.59606927 0.39552888 0.28016461] [-1.05362135] [ 0.51951779 0.68823929 0.40269981 0.60822068 0.40792801 0.32557334 0.4369812 0.58809921 0.41188828 0.49680791] [-0.48547533] [ 0.48879619 0.53520001 0.5018643 0.46022333 0.55960305 0.66359894 0.44454526 0.56070236 0.35039669 0.63595378] [ 1.05248438] [ 0.61106313 0.38621141 0.63392371 0.34085024 0.44859348 0.43862753 0.41347909 0.7180587 0.39370277 0.36956197] [-0.63665568] [ 0.50795701 0.74228902 0.32090247 0.59593329 0.33041859 0.58229443 0.35375899 0.52900069 0.60885457 0.58427991] [-0.58535816] [ 0.39602299 0.44085853 0.62845821 0.4519187 0.48261869 0.48816147 0.3787181 0.39595249 0.32386546 0.44398374] [-0.46138234] [ 0.36987799 0.71257867 0.45795476 0.61262954 0.35101497 0.54468977 0.36952226 0.51701249 0.52587276 0.56937223] [-0.70172282] [ 0.56023458 0.77546192 0.39229072 0.51730995 0.36916694 0.465806 0.37437705 0.5132707 0.57971634 0.62045713] [-0.55702983] [ 0.74504922 0.69841677 0.5442168 0.52927799 0.44938712 0.36640229 0.40545563 0.70002344 0.62655341 0.39467806] [ 0.18112954] [ 0.44563433 0.5491605 0.49906022 0.50763952 0.55198689 0.55468105 0.46109166 0.45938926 0.50683253 0.50665419] [ 0.77915504] [ 0.53536856 0.72997015 0.40678423 0.63000899 0.26909365 0.39285409 0.49364726 0.7257349 0.60617814 0.48523494] [ 0.15658738] [ 0.60657728 0.68523695 0.4916121 0.53294792 0.40160476 0.47420878 0.59856362 0.57460762 0.68440076 0.39814095] [ 0.11155211] [ 0.40091896 0.60861078 0.51888377 0.52356261 0.43251192 0.59344119 0.47628784 0.58074487 0.52507308 0.62771078] [ 0.42336578] [ 0.35801509 0.54561535 0.52728279 0.54544414 0.49577583 0.48778583 0.49619215 0.50223837 0.50695993 0.51994748] [-0.41996087] [ 0.43596289 0.32809086 0.57520566 0.47905582 0.51450587 0.66096339 0.41199457 0.58634111 0.32877518 0.59720275] [-0.81204884] [ 0.63828651 0.83695759 0.45497431 0.52722975 0.34231475 0.4677913 0.5599989 0.64638568 0.73587689 0.4982404 ] [-0.50178367] [ 0.56917688 0.36228236 0.57042058 0.36960913 0.4543965 0.59073626 0.42691386 0.73439434 0.57805229 0.36317734] [ 2.63968823] [ 0.69965542 0.52438513 0.49510319 0.41217271 0.33404428 0.158948 0.49868185 0.688383 0.55461743 0.18375469] [-0.21762447] [ 0.45982558 0.6849907 0.53740769 0.40919251 0.39919509 0.55572279 0.46784009 0.41838733 0.62862155 0.60917447] [ 0.08990217] [ 0.57210641 0.72146174 0.41937752 0.61825057 0.27593157 0.53109026 0.49708814 0.74279847 0.59408637 0.47534532] [ 0.91940937] [ 0.5147185 0.63991084 0.50420514 0.52297242 0.33255169 0.41026762 0.33533629 0.58341132 0.61050657 0.50288307] [-0.10013077] [ 0.26329779 0.26822363 0.68255727 0.39519717 0.5734012 0.69090366 0.42444381 0.3929108 0.29086323 0.55135835] [-0.63426791] [ 0.53025896 0.55973277 0.52193251 0.6773119 0.59921609 0.58555917 0.48652316 0.54671146 0.49522514 0.38478085] [-0.39602375] [ 0.63365542 0.7355287 0.49925068 0.41099368 0.39883494 0.29013617 0.55873189 0.5511645 0.73888732 0.55372366] [ 0.11954803] [ 0.55775202 0.21012621 0.64693814 0.32110267 0.55787441 0.46900294 0.50338626 0.67970124 0.32638352 0.5003838 ] [-0.18533682] [ 0.41827011 0.70223215 0.42099633 0.70103108 0.32666976 0.70763583 0.36696194 0.47275207 0.58378207 0.62436292] [ 0.09744358] [ 0.32003823 0.66307537 0.3765353 0.63090159 0.42250285 0.7868843 0.31563096 0.67083195 0.58613875 0.63877142] [-0.06937398] [ 0.43245451 0.67849529 0.54712345 0.59326091 0.41175544 0.69461572 0.45208536 0.46550274 0.58390618 0.62063872] [-0.23668376] [ 0.30827374 0.53499868 0.5210644 0.52640667 0.49767175 0.70063471 0.36583834 0.56762241 0.43579267 0.56501616] [ 0.0187124] [ 0.34204347 0.61329783 0.41346474 0.64408105 0.30094181 0.48024368 0.36046777 0.33009614 0.61350586 0.42790849] [-0.24705018] [ 0.39164743 0.56360545 0.44354175 0.73710411 0.49206545 0.70445392 0.50792885 0.44015364 0.51990725 0.51896769] [-0.39112912] [ 0.46002912 0.68417467 0.37629594 0.66560754 0.2895168 0.61979585 0.40119917 0.74453057 0.54273702 0.49910273] [-0.33421407] [ 0.494727 0.45607067 0.57159315 0.51043309 0.40863095 0.73908602 0.39419872 0.70701018 0.43841194 0.46190409] [-0.17528685] [ 0.80288369 0.57075589 0.56528133 0.23026336 0.33455437 0.1767005 0.57756209 0.69176199 0.63784012 0.2500861 ] [-0.39729479] [ 0.63791468 0.50724408 0.65798501 0.33684662 0.61000486 0.47896802 0.35027358 0.602928 0.45808342 0.45193371] [-0.37488794] [ 0.36798158 0.36669629 0.65110117 0.4080107 0.52879717 0.53088269 0.44378788 0.42546368 0.47982792 0.56485094] [ 0.56117445] [ 0.34437399 0.74059967 0.36239922 0.65770198 0.43165627 0.57095293 0.54622073 0.5889596 0.51433641 0.61256034] [ 0.09892385] [ 0.27956273 0.65207847 0.45519029 0.67084411 0.54595216 0.80021177 0.39314148 0.48567629 0.60206237 0.62283266] [-0.37439358] [ 0.30806097 0.51999297 0.4910826 0.51068999 0.44189716 0.56078022 0.43879779 0.42246656 0.51333743 0.44789035] [-0.31456397] [ 0.33644074 0.51849181 0.49966216 0.52620986 0.44345654 0.74445859 0.38392867 0.61861916 0.50515195 0.55373411] [-1.02892223] [ 0.67626968 0.51958931 0.48044291 0.65301442 0.37841671 0.36717369 0.47118394 0.65426944 0.37733786 0.59126522] [-0.12570164] [ 0.42037291 0.62384423 0.43204161 0.46870129 0.43518933 0.56828991 0.53101892 0.59226907 0.37686099 0.52201473] [ 0.20846979] [ 0.68097075 0.62905796 0.59938026 0.48734037 0.41565882 0.41060227 0.47612207 0.63921734 0.57736326 0.41875255] [ 0.66553009] [ 0.52806843 0.70631774 0.47135569 0.49941062 0.40188561 0.41383076 0.41373182 0.53293393 0.52092529 0.50305103] [-0.2423636] [ 0.44693979 0.846118 0.37676858 0.7331259 0.47229353 0.64173724 0.38334933 0.50419521 0.57699711 0.72075653] [ 0.71117885] [ 0.74598081 0.60761761 0.58040963 0.3821039 0.45689982 0.42699509 0.51085619 0.68463296 0.55217529 0.43352851] [-0.03482005] [ 0.44452609 0.61862897 0.37858607 0.60652504 0.30919833 0.58000081 0.42424946 0.57586825 0.50906464 0.48314473] [ 0.45488143] [ 0.15479693 0.63182806 0.38863975 0.71100665 0.51958393 0.76111301 0.3093673 0.35718888 0.43754238 0.71185663] [-0.25485309] [ 0.42654342 0.73711397 0.45843319 0.70650825 0.53808166 0.59515845 0.37669159 0.45719316 0.48292138 0.66271466] [-0.40530015] [ 0.41799947 0.75365836 0.27602253 0.74889154 0.23394476 0.32143109 0.42163611 0.60701148 0.63942161 0.61887773] [ 1.11984938] [ 0.75253281 0.57182943 0.61195766 0.31483049 0.42803862 0.42012922 0.55327093 0.70115319 0.53676953 0.35985039] [-1.16035723] [ 0.81390546 0.70451766 0.54060856 0.31003157 0.2897048 0.24192272 0.52850664 0.75818273 0.72924258 0.37058908] [-0.74652567] [ 0.55942451 0.73251644 0.52918938 0.56018671 0.43974496 0.63535403 0.5307804 0.52229571 0.65891846 0.57995187] [ 0.55835299] [ 0.59666912 0.56948382 0.55064832 0.51529709 0.26176462 0.36708397 0.38999808 0.64219998 0.55066653 0.42938746] [-0.01647681] [ 0.41124796 0.73088139 0.34941751 0.71817073 0.37456774 0.75468435 0.37718644 0.63207237 0.53591603 0.68800805] [-0.09784524] [ 0.67307785 0.62403152 0.54945388 0.44444801 0.4101798 0.30855412 0.54811005 0.67248926 0.61537247 0.38317437] [-0.5796484] [ 0.34435167 0.37304271 0.51084082 0.56483243 0.47351746 0.5272768 0.35426582 0.53199696 0.40514501 0.44397226] [-0.77929638] [ 0.45457481 0.49342032 0.52509119 0.42117105 0.55413084 0.39053278 0.41924166 0.37770779 0.41447456 0.44209626] [ 1.38573798] [ 0.67220917 0.39869615 0.5587519 0.35861927 0.29481388 0.20412356 0.60797112 0.81549291 0.46614637 0.1356934 ] [-0.85382894] [ 0.81082428 0.5914578 0.53342727 0.32995893 0.26188075 0.16991255 0.4854773 0.731253 0.51261625 0.27487 ] [ 0.13379126] [ 0.25235801 0.667615 0.45200301 0.71951887 0.47048356 0.76575867 0.31621034 0.40942944 0.48947519 0.67685935] [-0.41346517] [ 0.41910484 0.6096133 0.50904228 0.56158815 0.39040155 0.59408416 0.45427798 0.43253151 0.5347168 0.55657262] [-0.47806535] [ 0.48866689 0.71535679 0.44114451 0.61512415 0.39377661 0.52868563 0.43714072 0.59589386 0.48141332 0.53240255] [ 2.06144755] [ 0.49463443 0.64801032 0.53017684 0.47667133 0.48310065 0.43287377 0.45833086 0.63808518 0.58977411 0.41992385] [-0.56395746] [ 0.38995992 0.5134618 0.40313647 0.55300112 0.51863751 0.6965322 0.39840637 0.64872379 0.31850045 0.4436883 ] Progress: 21.1% ... Training loss: 0.492 ... Validation loss: 0.801[-0.71888042] [ 0.55168108 0.67923967 0.40365689 0.46337935 0.33334349 0.28329966 0.4274306 0.58019179 0.62668529 0.35309813] [ 0.1161942] [ 0.42362007 0.78090278 0.40979325 0.64260933 0.28873809 0.41740644 0.38197767 0.55676483 0.52217479 0.59709969] [-0.29268896] [ 0.84708627 0.66621725 0.61749156 0.26883479 0.37095542 0.21531562 0.64825935 0.75555975 0.6453438 0.27682385] [ 0.26367694] [ 0.3213847 0.65928363 0.51226743 0.57542395 0.43346022 0.71293457 0.36382914 0.45827565 0.47819653 0.59092725] [-1.30236102] [ 0.66103457 0.56193241 0.44250732 0.52977281 0.28280988 0.24407107 0.43298811 0.54230654 0.5357482 0.36421754] [-0.18691807] [ 0.24806329 0.4635851 0.5083428 0.63867193 0.48335569 0.63502093 0.45424118 0.38368421 0.50658062 0.4450615 ] [ 0.74390308] [ 0.53087304 0.70693435 0.40378831 0.59543343 0.26991103 0.28765383 0.37458934 0.55163192 0.65751133 0.3294213 ] [ 0.12198322] [ 0.23678768 0.63964842 0.54897496 0.52793316 0.45246789 0.78996174 0.42172305 0.35440119 0.56041949 0.71191206] [ 0.46139452] [ 0.25004492 0.51564732 0.47945343 0.71766293 0.41727775 0.54621568 0.40555017 0.37002161 0.50080458 0.56823179] [-0.50301692] [ 0.72711688 0.62834267 0.44056699 0.32566249 0.42227048 0.45060879 0.51791422 0.6432633 0.42939128 0.43663991] [-0.79278982] [ 0.63502215 0.81368676 0.46271982 0.64547398 0.36922181 0.54412178 0.45621411 0.56898532 0.64083037 0.51585461] [-0.20514523] [ 0.45673822 0.33958334 0.68180667 0.41380097 0.63874798 0.53606915 0.40216127 0.34401868 0.36497865 0.45933771] [-0.53196988] [ 0.78602338 0.41643339 0.60889593 0.30034042 0.43694614 0.34122694 0.50936665 0.77732966 0.34624686 0.3253127 ] [ 0.00478958] [ 0.49009833 0.56391195 0.50798144 0.49278228 0.48348295 0.70219819 0.33351341 0.67100479 0.57678849 0.51935214] [-0.4179619] [ 0.57332403 0.70407744 0.47643905 0.60394849 0.25491 0.47913939 0.35789486 0.44528941 0.53029536 0.52102524] [ 0.89556289] [ 0.2271231 0.43668477 0.53776591 0.58148391 0.38625448 0.66259331 0.34951689 0.3026709 0.41088792 0.44513342] [ 0.01145758] [ 0.54824002 0.58334889 0.55956155 0.60342974 0.30808591 0.42203148 0.37365747 0.44534042 0.56648535 0.468609 ] [-0.57742145] [ 0.36103937 0.45461803 0.50335322 0.55560622 0.4804788 0.65361383 0.48366727 0.55208236 0.43408481 0.36288545] [ 0.05481512] [ 0.65160392 0.64602382 0.47396791 0.34587338 0.41019435 0.21644782 0.42960989 0.57338328 0.5525422 0.48487243] [-0.35821286] [ 0.49809415 0.46018247 0.69004255 0.48673204 0.41167766 0.45487479 0.41563032 0.46690393 0.5237601 0.39705969] [-0.93632656] [ 0.47793621 0.30930856 0.62548856 0.33996944 0.50897261 0.53352184 0.49799694 0.5603676 0.34297731 0.32601546] [-1.27727942] [ 0.73352411 0.6092677 0.50573322 0.42336561 0.28806316 0.24011691 0.53604096 0.62868228 0.60535048 0.30582192] [-0.76696742] [ 0.40550995 0.37370335 0.60213338 0.42598775 0.47767535 0.62324978 0.44511649 0.53921407 0.4254659 0.36729976] [-0.18156355] [ 0.70185823 0.58351647 0.55542543 0.5439738 0.30604105 0.23813323 0.45683147 0.63124207 0.58075346 0.29522512] [-0.32668472] [ 0.57885081 0.57280727 0.46868261 0.35036325 0.44108519 0.51425483 0.40629703 0.58953703 0.46171087 0.48969889] [-0.76456533] [ 0.47011558 0.67433452 0.45151023 0.58071449 0.26989953 0.44456054 0.38361794 0.57086597 0.48552556 0.46311976] [-0.54409619] [ 0.48928479 0.76152901 0.42726785 0.61105266 0.34942635 0.55928786 0.46085768 0.54415724 0.66482821 0.56150783] [-0.19735596] [ 0.68760914 0.441242 0.65567943 0.23712905 0.47421621 0.33547841 0.55065961 0.55972713 0.46836017 0.35332727] [ 1.16344723] [ 0.78268012 0.53811171 0.49340313 0.56806754 0.28612031 0.17203127 0.55081966 0.61442275 0.57205766 0.35396358] [-0.15582738] [ 0.81755985 0.72622018 0.56267909 0.43163783 0.36573833 0.26016868 0.6659629 0.73794703 0.664145 0.32379157] [-0.46027559] [ 0.68635965 0.51732576 0.53026994 0.42758171 0.39452496 0.32256859 0.33191208 0.65826592 0.50524471 0.33048398] [ 0.43458349] [ 0.33013706 0.43098957 0.623804 0.53722274 0.40433157 0.61339934 0.40936271 0.49497265 0.37911504 0.45410211] [ 0.14453962] [ 0.39390165 0.41348978 0.62001397 0.37426962 0.52280749 0.63903986 0.43705174 0.44470135 0.39433347 0.53388316] [ 0.6414009] [ 0.87787113 0.61863681 0.62690126 0.3147519 0.37445272 0.2144125 0.65402937 0.74863758 0.63403555 0.22814355] [-0.92947662] [ 0.66926357 0.65027568 0.47926787 0.39056769 0.41594963 0.28868564 0.46113095 0.61538053 0.56235217 0.42270255] [-0.40728797] [ 0.53122532 0.85161131 0.4022647 0.67360031 0.46613231 0.60411112 0.49260438 0.46283418 0.61702793 0.67108937] [ 0.37642986] [ 0.6468475 0.42479658 0.59485067 0.25734826 0.49737846 0.38080368 0.4821963 0.66922207 0.52236753 0.32396986] [-0.03720516] [ 0.62342725 0.69791862 0.35536811 0.50209479 0.33897519 0.35030027 0.37670799 0.57122286 0.55374868 0.37870184] [-0.38142331] [ 0.49286457 0.73384308 0.39430994 0.71383237 0.2758414 0.56596991 0.36471292 0.45575437 0.6093441 0.55348058] [ 1.55091882] [ 0.64841957 0.6549541 0.49723789 0.5201282 0.25950679 0.29911497 0.49266372 0.70614442 0.53536966 0.35706122] [-0.12561175] [ 0.35836956 0.46366944 0.62087813 0.36112674 0.48259577 0.58436739 0.46417169 0.42153627 0.49091457 0.50159868] [ 0.58113107] [ 0.28400235 0.40866213 0.60859864 0.58585598 0.45836784 0.73893818 0.35092121 0.36641547 0.44811974 0.58051983] [ 0.12562611] [ 0.43560381 0.66999224 0.46237038 0.58258126 0.32789269 0.42729471 0.45114833 0.52022122 0.5132324 0.55786753] [-0.27247888] [ 0.36037731 0.5984031 0.46302173 0.61284875 0.31714298 0.47642426 0.37132336 0.48648641 0.51123427 0.48170354] [ 0.39443911] [ 0.78861165 0.38398026 0.67949524 0.23475796 0.5034207 0.34372464 0.62328541 0.60631434 0.51410598 0.29262666] [-0.75320304] [ 0.4155 0.70696354 0.34335499 0.63718404 0.44271125 0.53073824 0.43171208 0.57072543 0.55583151 0.41642595] [ 0.24074863] [ 0.84564257 0.46169087 0.60492568 0.3264816 0.41214542 0.30847303 0.59300263 0.74790805 0.42481192 0.31773726] [-0.55520871] [ 0.47866485 0.44762944 0.61844391 0.38876891 0.44950061 0.37479418 0.55612564 0.55495833 0.4457361 0.3851454 ] [-0.70899502] [ 0.41338754 0.62753011 0.50892793 0.6442214 0.500059 0.53531818 0.4297609 0.52726023 0.59930777 0.45564136] [ 0.74390308] [ 0.53087304 0.70693435 0.40378831 0.59543343 0.26991103 0.28765383 0.37458934 0.55163192 0.65751133 0.3294213 ] [-0.57218414] [ 0.69727815 0.28951616 0.72466754 0.27386582 0.52247062 0.34303604 0.52033723 0.66200886 0.35298332 0.31933818] [ 0.11593953] [ 0.45187281 0.6644759 0.38474248 0.52525703 0.24648009 0.48147944 0.44785124 0.53909048 0.51158769 0.4652867 ] [ 0.55971707] [ 0.55694374 0.49176123 0.50699905 0.41284049 0.40846382 0.59872785 0.46014162 0.72553845 0.51805877 0.37906671] [ 0.61045765] [ 0.75190839 0.52329151 0.64774258 0.37452753 0.51644375 0.41340548 0.47444885 0.63517224 0.5368371 0.41947803] [-0.05112427] [ 0.49435774 0.71530924 0.48472013 0.6127338 0.39413762 0.60918219 0.43361178 0.56682638 0.56423577 0.59788315] [-0.10742242] [ 0.36917875 0.36698677 0.61302527 0.43926427 0.47887883 0.45889053 0.4056796 0.53599631 0.33987254 0.41410316] [ 0.29881423] [ 0.25190696 0.73975815 0.44157927 0.69413563 0.45156358 0.7034801 0.32471809 0.33567791 0.48074597 0.79115133] [-0.07803128] [ 0.33313877 0.74709915 0.38721611 0.74744021 0.41478121 0.72637918 0.44670104 0.53817999 0.58975529 0.62392661] [-0.98262091] [ 0.47157581 0.73751654 0.4005707 0.5966687 0.36464312 0.4492228 0.49617012 0.62262399 0.50238489 0.43567272] [ 0.12989684] [ 0.28571384 0.67420767 0.39888997 0.67022912 0.41438693 0.69289229 0.39713971 0.57112197 0.59261213 0.61438641] [ 0.95693855] [ 0.36477039 0.50941795 0.50947925 0.47361703 0.44365689 0.48101831 0.50837311 0.60267258 0.43976861 0.35769343] [-0.03859655] [ 0.26405419 0.63893986 0.56450321 0.56390742 0.43600531 0.70703549 0.40364669 0.4133258 0.4734326 0.65248015] [ 0.18500541] [ 0.75646378 0.79710525 0.46898805 0.52442728 0.40534352 0.24761312 0.53547279 0.80540744 0.66011373 0.67186495] [-0.35856494] [ 0.42052003 0.57236555 0.37028953 0.48776935 0.44351513 0.6899024 0.42486074 0.64033384 0.49805563 0.65702936] [ 0.03434665] [ 0.39704504 0.62075261 0.48796851 0.6012074 0.44293525 0.71158959 0.39540928 0.45092506 0.42072391 0.64895933] [-0.17885382] [ 0.45026328 0.60932656 0.44748197 0.53758554 0.38727236 0.31925022 0.40236872 0.51050854 0.48916781 0.44196478] [-0.21286129] [ 0.33841164 0.481639 0.54740524 0.44770062 0.52755881 0.6354306 0.40154702 0.53620183 0.44932731 0.61852863] [-0.32895597] [ 0.71669558 0.54214743 0.69302713 0.37064668 0.56741884 0.4253766 0.50084855 0.61836756 0.5209604 0.47721609] [-0.21337572] [ 0.58406303 0.58171228 0.53203657 0.38905721 0.42800047 0.25106757 0.50684826 0.59521375 0.46110104 0.53443871] [ 0.34761792] [ 0.56429147 0.67671788 0.47281913 0.54984634 0.23052654 0.3235576 0.45971552 0.72181638 0.53548692 0.40809174] [ 0.14148074] [ 0.50593893 0.72214943 0.50082186 0.44362569 0.50008398 0.49636366 0.462656 0.69721226 0.67417584 0.48705129] [-0.0129908] [ 0.55883556 0.52124612 0.60321775 0.57406192 0.56400805 0.41433162 0.45272167 0.53046682 0.54534814 0.52684996] [-0.07341158] [ 0.73979038 0.55187131 0.51635176 0.44574992 0.28533527 0.2951226 0.51889403 0.72668515 0.46611218 0.2157273 ] [ 0.36404103] [ 0.22238319 0.69180775 0.33849139 0.71110855 0.55840478 0.73918422 0.339092 0.40145164 0.42173202 0.77682148] [-0.5676164] [ 0.59977325 0.75151108 0.48265424 0.49139903 0.47726867 0.5291042 0.40635147 0.56631469 0.53516651 0.57315427] [-0.54054741] [ 0.45223499 0.46346717 0.63849134 0.38878282 0.36580017 0.54718397 0.43302598 0.50167151 0.4701175 0.46386308] [ 0.52897778] [ 0.37490593 0.75556474 0.35887293 0.59621814 0.39000708 0.54425556 0.5533856 0.64403138 0.57116699 0.54293821] [-0.24612514] [ 0.38895388 0.65436936 0.47777691 0.59024191 0.50224535 0.57650673 0.40711693 0.40881721 0.53810371 0.57451209] [ 0.59316708] [ 0.66642074 0.53556489 0.5186279 0.41691176 0.27567654 0.30047699 0.44948506 0.66566335 0.53980036 0.31227378] [ 0.33179803] [ 0.28056934 0.5572604 0.3735635 0.60948174 0.47957577 0.62490583 0.37464406 0.31100309 0.48097586 0.46031586] [-0.17476517] [ 0.36416817 0.52303208 0.5722557 0.55997088 0.38177005 0.55737234 0.47753046 0.51552797 0.47419752 0.48956614] [-0.90582967] [ 0.59728731 0.77181178 0.48654868 0.54715055 0.40102294 0.46983119 0.49710243 0.59302207 0.65718591 0.60894126] [ 2.48444082] [ 0.60925292 0.84538459 0.40379696 0.52640669 0.36757581 0.45939487 0.54739143 0.66709759 0.72832869 0.48341234] [ 0.75180689] [ 0.36653791 0.46900322 0.57148504 0.61628779 0.39520403 0.62056377 0.39419257 0.48543012 0.58642352 0.4222734 ] [ 0.69614974] [ 0.28053508 0.59173334 0.49945515 0.66377438 0.52906866 0.65723839 0.38923942 0.38159331 0.64633189 0.59545849] [-0.50555706] [ 0.72281864 0.53090279 0.58581783 0.35289461 0.44353798 0.27693791 0.62723898 0.68617802 0.45281556 0.35319061] [ 0.15394714] [ 0.5939687 0.67621866 0.39346965 0.48863991 0.29001726 0.45683799 0.40785934 0.50525319 0.52677176 0.48976906] [-0.06849819] [ 0.28916375 0.51549229 0.51223675 0.63024854 0.46953983 0.61436359 0.37719638 0.49242237 0.50643737 0.57762835] [-0.52293055] [ 0.72802438 0.65860688 0.52530025 0.37589532 0.38341963 0.28997438 0.56194704 0.72913471 0.49410025 0.5050523 ] [-0.68089949] [ 0.45288414 0.58497063 0.43322151 0.51097786 0.3132092 0.56232851 0.4149942 0.55844088 0.49531335 0.48935872] [ 0.51445334] [ 0.62258332 0.61380565 0.50115141 0.58161638 0.37588645 0.32316041 0.43955867 0.65370936 0.56044898 0.53147183] [ 0.33126182] [ 0.75124922 0.58686596 0.56957338 0.49066853 0.39540189 0.40128559 0.45264121 0.75037195 0.57000282 0.33670698] [ 0.68314215] [ 0.73226793 0.71794449 0.55480384 0.38559046 0.34641547 0.46274854 0.56406216 0.66606294 0.57089427 0.47574232] [-0.56899052] [ 0.79040441 0.41774136 0.61113672 0.32356891 0.3905355 0.2285287 0.47812194 0.62168844 0.49189174 0.36167077] [ 0.0616321] [ 0.29381881 0.68035081 0.38579695 0.63530963 0.43658446 0.70224928 0.34455844 0.62196194 0.60447232 0.61707679] [-0.75921609] [ 0.66400382 0.74214755 0.51632632 0.43497192 0.40316265 0.36429592 0.54628912 0.6218112 0.65185986 0.37856723] [-1.27577517] [ 0.69978651 0.58794246 0.58495349 0.35379527 0.43599977 0.36169177 0.5107395 0.61137428 0.39759352 0.3961895 ] [ 0.67290234] [ 0.32135263 0.51117067 0.46686286 0.60331502 0.45361773 0.47445246 0.38639778 0.3942069 0.48910168 0.48505949] [-0.86920833] [ 0.61131605 0.48857956 0.59064593 0.37090433 0.48272539 0.58095739 0.54929154 0.55923101 0.42227378 0.5335119 ] [-0.29946401] [ 0.49144137 0.64494576 0.52589077 0.55932267 0.60534865 0.59303851 0.41021927 0.44267073 0.38165057 0.64920963] [ 0.36642993] [ 0.16877539 0.59503263 0.40620664 0.72449208 0.47774238 0.64839644 0.44054244 0.40217213 0.46463422 0.54653306] [ 0.37473921] [ 0.35370515 0.60069878 0.36200943 0.63136649 0.37375728 0.4428932 0.42955142 0.51208243 0.53075166 0.48544038] [ 0.01667928] [ 0.58996034 0.54873034 0.54586633 0.47941504 0.43945794 0.51125522 0.57785375 0.61063037 0.45669052 0.52262725] [ 2.0090074] [ 0.51192709 0.81766938 0.37360687 0.58333119 0.23714929 0.39717923 0.40757973 0.64402387 0.57427158 0.50645638] [ 0.2998509] [ 0.56546871 0.598161 0.50085515 0.48919198 0.40701769 0.56201479 0.5250386 0.60872758 0.48042735 0.52592496] [-1.07347607] [ 0.57816915 0.32436037 0.73228956 0.22003331 0.56541608 0.42635008 0.55183489 0.44270064 0.38701479 0.42525866] [-0.70378172] [ 0.49865778 0.29526689 0.686056 0.25587529 0.50656691 0.3683066 0.41977235 0.43761865 0.31670327 0.3369663 ] [ 0.45626099] [ 0.31367931 0.63764938 0.49589995 0.67449239 0.52343016 0.65950692 0.37964462 0.43856379 0.50221104 0.57202414] [-0.64949441] [ 0.58657131 0.35792117 0.66043115 0.24020332 0.48145949 0.30259005 0.47986618 0.54331227 0.38905926 0.31748685] [-0.53451678] [ 0.47587409 0.37706456 0.62075493 0.45236131 0.4560798 0.35154041 0.50656248 0.52498426 0.42980627 0.54753854] [-0.31038] [ 0.33245545 0.39721413 0.60738859 0.44603609 0.6235779 0.72407311 0.42850467 0.49921634 0.41956966 0.53861634] [-0.6257249] [ 0.75958958 0.62207619 0.54956918 0.43544656 0.21530889 0.23427412 0.48232444 0.68605077 0.55485383 0.30795402] [ 2.97153968] [ 0.84129376 0.68858371 0.50925423 0.19565715 0.24212682 0.17989465 0.53578891 0.80898207 0.60955279 0.28050897] [-0.03466626] [ 0.27308953 0.41374968 0.51715474 0.49519355 0.44060212 0.71155157 0.39254451 0.31207685 0.39489691 0.50150014] [-0.85965709] [ 0.53985087 0.6373839 0.50236278 0.46636726 0.43436118 0.60236785 0.51319198 0.56324151 0.63501832 0.45949504] [ 0.60018119] [ 0.77381991 0.66884142 0.59916006 0.42319814 0.44814215 0.34964231 0.46950344 0.65807016 0.55666414 0.49694754] [ 0.05474817] [ 0.32189864 0.54668326 0.52961022 0.5824647 0.5297824 0.68920783 0.3337497 0.4190124 0.37647418 0.74671999] [-0.55879167] [ 0.57598102 0.2663107 0.6719378 0.31902061 0.45827222 0.28668462 0.50441139 0.5873335 0.34663934 0.47599634] [-0.10273426] [ 0.22694885 0.48417552 0.52763532 0.49586438 0.47880675 0.67587499 0.46210363 0.41043557 0.50897208 0.55329679] [ 0.91417239] [ 0.22446752 0.58498223 0.4457951 0.646007 0.40600515 0.60276414 0.40255387 0.41918397 0.49981237 0.4827522 ] [-0.33167405] [ 0.41187267 0.75397244 0.27462793 0.75068998 0.23600573 0.3294851 0.41908527 0.59986531 0.63716508 0.62626283] [ 0.36654052] [ 0.16551866 0.49712526 0.52778652 0.735217 0.53294114 0.81675057 0.4236538 0.25742239 0.51935478 0.59866752] [ 0.22506559] [ 0.74250659 0.54240181 0.6044702 0.51446483 0.49863809 0.26077928 0.48168261 0.65334295 0.46311173 0.44600886] [ 0.19080221] [ 0.31157234 0.65415983 0.46757903 0.58328927 0.46493164 0.45999407 0.3450516 0.4858105 0.45850136 0.64396854] [-0.51819604] [ 0.58880583 0.73422497 0.49531112 0.43192329 0.4037293 0.49055992 0.49935618 0.67264915 0.59833716 0.4663066 ] [ 0.49804643] [ 0.56912144 0.73058012 0.42334056 0.57725122 0.39023167 0.44623229 0.51700539 0.59917176 0.67885136 0.45754549] [ 0.50154101] [ 0.64832509 0.74495897 0.52047016 0.44053664 0.42001478 0.52634383 0.55596439 0.67087947 0.68213317 0.50003412] [-0.32423735] [ 0.66242281 0.5119686 0.55587752 0.36530808 0.36759663 0.34218703 0.50287496 0.68938441 0.46541418 0.40815348] Progress: 21.4% ... Training loss: 0.492 ... Validation loss: 0.811[ 0.50838524] [ 0.40560511 0.5947228 0.61750993 0.48582328 0.4488722 0.55897732 0.42673027 0.46103029 0.57755178 0.52725756] [-0.45925562] [ 0.41688508 0.55118357 0.59002981 0.51315098 0.40203563 0.62967258 0.38610821 0.44218866 0.42529144 0.52572151] [-0.41453853] [ 0.35155279 0.67142626 0.34832321 0.64634442 0.39819691 0.66707991 0.42595979 0.60355395 0.49182569 0.53697257] [-0.28469461] [ 0.46448386 0.51354405 0.4276421 0.65612349 0.44810168 0.5608592 0.42022099 0.53351741 0.36186574 0.4765341 ] [-0.57645794] [ 0.49328926 0.32941528 0.66901537 0.39378373 0.57637765 0.59957336 0.44414632 0.45599701 0.33694951 0.43562755] [ 0.30134787] [ 0.61303346 0.6760945 0.45728384 0.37254879 0.44003808 0.39004724 0.45117726 0.68359128 0.64918464 0.50931746] [ 0.09823325] [ 0.21170961 0.4866951 0.50276218 0.5563277 0.52041167 0.7569559 0.38926727 0.382901 0.44541953 0.62412444] [-0.83858811] [ 0.53141341 0.60131104 0.58399093 0.48405166 0.50174301 0.52165449 0.4570121 0.58049426 0.57387063 0.4735177 ] [ 0.1749866] [ 0.37121157 0.52166237 0.47915842 0.46927388 0.40069777 0.64870179 0.31839433 0.37836614 0.46011838 0.54026483] [ 0.5215924] [ 0.68385531 0.81828464 0.52113457 0.49698744 0.38592309 0.4345077 0.52708574 0.6621707 0.73239133 0.51303456] [-0.43422599] [ 0.33949369 0.38832324 0.65543363 0.57616048 0.42447536 0.58748097 0.4286815 0.37543034 0.52260626 0.43756704] [ 0.37287614] [ 0.27784492 0.65744604 0.48713371 0.65163862 0.5268166 0.62550034 0.31505934 0.3612505 0.51689757 0.7289114 ] [-0.69581388] [ 0.5561286 0.49134877 0.55519396 0.51419161 0.45326676 0.61738419 0.43746157 0.53058046 0.42307526 0.42134432] [-0.60094613] [ 0.54907771 0.73585122 0.34680756 0.66530898 0.28721737 0.29930884 0.4874578 0.57902388 0.65659276 0.63694966] [ 0.26747064] [ 0.51179998 0.31996894 0.65409919 0.37991813 0.5414848 0.57164305 0.38907398 0.49181413 0.40444497 0.50347253] [ 0.22458533] [ 0.27644644 0.45926724 0.52793578 0.49842301 0.47280647 0.674975 0.29453409 0.34866385 0.30007814 0.50707918] [-0.55651966] [ 0.44867102 0.69619719 0.39900096 0.68197728 0.26193974 0.62658407 0.42311257 0.68916106 0.52952196 0.50483227] [ 0.13961725] [ 0.19681604 0.63245581 0.4049479 0.58457598 0.47717601 0.68781182 0.32725285 0.37984574 0.48380622 0.68471114] [-0.82587407] [ 0.52867816 0.6749134 0.46090714 0.53596602 0.45788368 0.42079809 0.50286538 0.56051411 0.38770301 0.58157555] [ 0.0266668] [ 0.25956577 0.30370984 0.62827279 0.37723601 0.66116947 0.68522295 0.39954521 0.30106341 0.29501871 0.57395846] [ 0.09750782] [ 0.337452 0.72744166 0.43270527 0.54277812 0.5458825 0.72606609 0.35300508 0.43137046 0.48807971 0.76143911] [-0.42028218] [ 0.30344609 0.62456099 0.40043166 0.68517702 0.27125328 0.58516624 0.39090201 0.4804728 0.49846223 0.51127875] [-0.03884496] [ 0.47062037 0.30765853 0.6225832 0.41808298 0.40844357 0.36805387 0.43462413 0.41134483 0.45815267 0.24228234] [ 0.06050194] [ 0.31796967 0.54057479 0.4257554 0.76935985 0.45935107 0.74814311 0.39299993 0.36832646 0.40937356 0.5701538 ] [-0.69969129] [ 0.58916368 0.274936 0.71779033 0.40679536 0.4451184 0.36693704 0.50720646 0.51902244 0.35289074 0.31595054] [ 2.32777311] [ 0.71724238 0.74583875 0.50545692 0.46614336 0.36393668 0.32177617 0.44603947 0.72727042 0.68018596 0.37601711] [ 0.00135907] [ 0.31707308 0.44529634 0.59643051 0.46823156 0.46401791 0.72354948 0.40108679 0.47216231 0.56158368 0.55420964] [-0.82155071] [ 0.48419269 0.54751097 0.47914101 0.51375402 0.36563262 0.50384351 0.34042364 0.56144787 0.51436415 0.45412524] [-0.08773465] [ 0.67414633 0.72151315 0.43275564 0.5625461 0.28403522 0.39211974 0.33645457 0.60844384 0.65718313 0.41076236] [-0.99423941] [ 0.54258824 0.52483889 0.52746063 0.61024324 0.41998736 0.46847449 0.49826542 0.61500397 0.47652397 0.30736401] [ 0.19909442] [ 0.29840078 0.60547978 0.53570083 0.48126732 0.42863682 0.66473492 0.47536538 0.42266257 0.50377965 0.56885611] [-0.20545078] [ 0.27081766 0.39074634 0.51277421 0.36831085 0.52584218 0.57401324 0.43929999 0.37741456 0.44063197 0.39751808] [-0.92690117] [ 0.6461554 0.65834047 0.57814013 0.54996066 0.42424705 0.40426731 0.39896105 0.62722256 0.48988679 0.41151667] [-0.02672202] [ 0.37259731 0.4442257 0.5154576 0.54224991 0.54660434 0.63540983 0.45212202 0.45932482 0.44773282 0.49710745] [ 0.93619529] [ 0.76769298 0.62298168 0.49856566 0.47748558 0.23337983 0.26230031 0.39699666 0.57277172 0.62759016 0.30045826] [ 0.00042967] [ 0.25468795 0.5368512 0.64891771 0.45852332 0.47571354 0.75729266 0.46507069 0.40409556 0.43480203 0.6190013 ] [ 2.68237131] [ 0.75519049 0.54238025 0.50510941 0.3948014 0.26597029 0.18031476 0.43372726 0.6451714 0.50367793 0.34631593] [ 0.53076445] [ 0.55107398 0.66812966 0.44417746 0.40586249 0.34735737 0.32699265 0.43441641 0.59612779 0.61992832 0.42565915] [-0.12069063] [ 0.85819217 0.5905829 0.51150005 0.29675072 0.26257291 0.1827636 0.47460999 0.69116053 0.60704817 0.23277965] [ 1.34199979] [ 0.54483827 0.67678471 0.38917424 0.58088894 0.22987073 0.38320907 0.41865634 0.67722018 0.54864903 0.35130542] [-0.46387481] [ 0.58054943 0.66651737 0.5146751 0.53232703 0.40977088 0.46769464 0.43960104 0.59247693 0.53770234 0.46968718] [-0.49700306] [ 0.46600657 0.33042437 0.59879973 0.47336294 0.53928237 0.67568667 0.39036048 0.55264546 0.37685306 0.43866667] [-0.5582995] [ 0.43617788 0.76705933 0.33216885 0.6409078 0.38178783 0.47557045 0.30699762 0.50551338 0.51182629 0.57401533] [-0.15509527] [ 0.47581382 0.58096381 0.52228196 0.50928939 0.37874808 0.38105394 0.55852861 0.66857072 0.47382866 0.34875526] [-0.07791741] [ 0.36722889 0.37513975 0.58886603 0.50765156 0.51187591 0.77715383 0.31938114 0.50241968 0.34516405 0.63654037] [ 1.025831] [ 0.56048163 0.55681538 0.55828788 0.43538702 0.38131641 0.52360523 0.46782904 0.58725427 0.49919074 0.40641424] [-0.61310297] [ 0.44433529 0.59834647 0.49875645 0.57431919 0.33861532 0.46025237 0.33698556 0.51447182 0.4216272 0.49611627] [ 0.77311566] [ 0.36309921 0.59740409 0.53350237 0.60603189 0.3732109 0.53885587 0.44163275 0.47251043 0.65780602 0.441607 ] [-0.17936603] [ 0.52847957 0.62629218 0.50527116 0.63836178 0.50479907 0.42879079 0.36382834 0.53797023 0.63893719 0.36919907] [-0.75020985] [ 0.52671625 0.58993932 0.54548836 0.61951151 0.4269991 0.50725949 0.42548631 0.55924755 0.49671382 0.43228372] [-0.20497267] [ 0.61811556 0.19264972 0.77911127 0.24416804 0.57770011 0.39605682 0.47602918 0.51056052 0.31192788 0.37200239] [ 0.18312539] [ 0.19911498 0.54030807 0.57902679 0.43038931 0.5716658 0.74622682 0.43826497 0.29914104 0.48085804 0.69029762] [ 1.73830294] [ 0.84432545 0.47157342 0.62082227 0.33122269 0.40984462 0.22355255 0.6051179 0.76371331 0.42792318 0.22682174] [ 0.63858172] [ 0.50945066 0.59211475 0.44011092 0.39186895 0.31242261 0.30293617 0.51479575 0.56393968 0.59868154 0.34149932] [-0.16629957] [ 0.47771258 0.41134058 0.57558313 0.47146776 0.54356719 0.48166577 0.51058113 0.44605658 0.4932619 0.45368708] [-0.39253638] [ 0.81431109 0.63562409 0.61863423 0.36735502 0.44190153 0.3024634 0.47701338 0.76603023 0.63682395 0.37216383] [ 0.35161555] [ 0.47449515 0.67180311 0.41752252 0.57789881 0.2589802 0.4390536 0.47008485 0.53298762 0.59345275 0.43035461] [ 1.29798652] [ 0.78653493 0.64044402 0.62849347 0.33517452 0.41710278 0.3126965 0.54206953 0.72943641 0.65039782 0.37720478] [ 0.21048888] [ 0.45134719 0.6569775 0.34333467 0.55672215 0.28312843 0.50865489 0.38114963 0.38189315 0.54968688 0.46266008] [-0.70322093] [ 0.52369379 0.59813388 0.51539355 0.68054804 0.54678355 0.51833236 0.47028193 0.50394609 0.60068961 0.3790907 ] [-0.21810936] [ 0.29838048 0.59373605 0.55858973 0.57839281 0.41234366 0.70078803 0.43326087 0.48700403 0.38017207 0.52293019] [ 0.04871768] [ 0.2627665 0.49153191 0.49716343 0.54254765 0.48940622 0.58687641 0.39736781 0.34430243 0.46005503 0.5307294 ] [-0.22440571] [ 0.39918596 0.54942263 0.47506337 0.539108 0.36832685 0.51357258 0.4215364 0.50000632 0.45758667 0.44799733] [-0.79899952] [ 0.60207681 0.57775181 0.58109241 0.23776837 0.51433502 0.50576553 0.48624126 0.64252034 0.66942184 0.52678587] [ 0.23604559] [ 0.37373708 0.60726 0.50414622 0.62215962 0.41332773 0.48123883 0.36714395 0.47733156 0.66878108 0.45979796] [ 0.84667203] [ 0.5495943 0.70271469 0.41536011 0.63361223 0.27230113 0.31841715 0.43421475 0.6938805 0.63757229 0.69848524] [-0.1066881] [ 0.30368582 0.43683831 0.59062785 0.58960758 0.48132534 0.70068139 0.41971779 0.30383355 0.4284997 0.50430054] [-0.31455955] [ 0.70587402 0.63918374 0.5235656 0.44269553 0.24430613 0.29217727 0.47980313 0.56610822 0.60409927 0.3619846 ] [ 0.89552952] [ 0.41611181 0.50278386 0.47882009 0.41629794 0.4092151 0.45553815 0.35555471 0.46904052 0.45686665 0.35625069] [-0.09314897] [ 0.66339684 0.6163397 0.49786106 0.3872515 0.40416865 0.3062639 0.40578976 0.57512845 0.54803702 0.53587531] [ 0.04375906] [ 0.84140058 0.62386601 0.58890719 0.37677471 0.44070604 0.26072646 0.49646846 0.74277346 0.53264212 0.38679892] [ 0.51687912] [ 0.69115773 0.74935377 0.49523112 0.34560069 0.3944692 0.34371551 0.58540017 0.56741346 0.71884812 0.38959772] [-0.1541227] [ 0.788698 0.47824172 0.53142837 0.43134726 0.27234823 0.34546184 0.38924092 0.63496253 0.53247534 0.29644746] [ 0.2409239] [ 0.20500097 0.52413121 0.4798176 0.65483175 0.45238002 0.77210028 0.42462886 0.43733186 0.44859278 0.63818531] [-0.36605169] [ 0.46884561 0.43075582 0.55130638 0.4286605 0.50557074 0.40554905 0.44747169 0.47448973 0.41925246 0.66908436] [ 0.64791512] [ 0.62309851 0.68559547 0.49726198 0.32962857 0.35485538 0.36724292 0.5897949 0.70834484 0.61822648 0.35102997] [ 2.53896532] [ 0.80809131 0.74614733 0.44789932 0.27591878 0.28293471 0.11784854 0.48532323 0.76497088 0.65414637 0.3640613 ] [ 0.0088178] [ 0.3487125 0.44160878 0.62817816 0.39840998 0.62138002 0.63469645 0.37480489 0.3388284 0.37850506 0.59713054] [-0.40923061] [ 0.67858183 0.54350162 0.5591683 0.51914131 0.42935016 0.25681082 0.57129582 0.68971533 0.57867836 0.27427601] [ 0.94453114] [ 0.52876145 0.52444718 0.50042959 0.57955786 0.4908995 0.56335997 0.46421598 0.62081883 0.5556877 0.39281386] [-0.8877] [ 0.64279664 0.64998255 0.48366691 0.49893911 0.33519247 0.34661033 0.43564733 0.59877873 0.55250571 0.52629116] [-0.07005707] [ 0.55010221 0.54699713 0.51506809 0.61379761 0.44399038 0.53504478 0.38966403 0.64067657 0.47287205 0.38341281] [ 0.12660948] [ 0.28399235 0.47557303 0.5189061 0.52233539 0.50766351 0.6140629 0.47394871 0.44552866 0.51877376 0.57167828] [ 2.11108246] [ 0.87343371 0.47346455 0.59675861 0.20727961 0.36962866 0.27932711 0.5773303 0.80692628 0.45652442 0.2697809 ] [-0.87143495] [ 0.64084427 0.48295302 0.57997065 0.47887196 0.51759893 0.50095577 0.45897536 0.48673483 0.33870676 0.428719 ] [ 0.2062255] [ 0.71022559 0.47967614 0.55308341 0.36870065 0.51924267 0.32780113 0.51166967 0.54093165 0.44685598 0.31818169] [-0.11390521] [ 0.44271517 0.72026151 0.49635437 0.6512157 0.55166233 0.59033897 0.36549937 0.40246713 0.45053926 0.65535293] [-0.14055897] [ 0.61989386 0.543737 0.57679873 0.29552459 0.4124025 0.47847846 0.44803879 0.55685921 0.43487597 0.42206718] [ 1.08767595] [ 0.49836 0.76626275 0.4853345 0.64597323 0.42917884 0.63312676 0.40140988 0.6158116 0.54026826 0.62996369] [ 0.02282355] [ 0.47843182 0.5971363 0.54158979 0.61035423 0.46955072 0.6928641 0.42838481 0.58521079 0.50865587 0.50690859] [-0.91858942] [ 0.43227906 0.33752731 0.66064322 0.35210394 0.53375311 0.42432487 0.50209826 0.40243 0.35347479 0.3209013 ] [-0.16950515] [ 0.66187542 0.48428486 0.55339719 0.33760458 0.4414865 0.63090461 0.41617479 0.72304998 0.57137436 0.4352248 ] [-0.67258768] [ 0.55923698 0.75952004 0.35180335 0.69292117 0.41603074 0.58222251 0.40444401 0.74604645 0.6227798 0.4690357 ] [-0.35895908] [ 0.50435507 0.59597894 0.47737035 0.5764456 0.34889999 0.38561303 0.3219079 0.52289379 0.44686601 0.42884749] [-0.51753629] [ 0.38079877 0.60589702 0.47003609 0.65570332 0.39221949 0.49346762 0.32910767 0.4492084 0.50210741 0.46935195] [-0.43226741] [ 0.86264919 0.6853242 0.57829548 0.3098674 0.36574456 0.27271641 0.53441385 0.76124962 0.55808104 0.32016894] [-0.74152655] [ 0.75497065 0.51539586 0.61393718 0.26204109 0.44294872 0.21870662 0.53259206 0.64180761 0.49397854 0.31348606] [-0.78451397] [ 0.55446372 0.74592329 0.39926359 0.62348635 0.3248061 0.39372731 0.41398176 0.43769859 0.52910197 0.55604815] [ 1.35527168] [ 0.59341162 0.57871455 0.50980848 0.36545046 0.42364352 0.50623386 0.46575249 0.70188027 0.61023326 0.40002581] [-0.53404371] [ 0.64679686 0.60489491 0.54927213 0.5320298 0.49103131 0.47931279 0.52033553 0.54017963 0.62978774 0.3903528 ] [-0.92142268] [ 0.4764778 0.63850268 0.42177339 0.54140713 0.40924123 0.33958361 0.38356949 0.50238089 0.44312771 0.45788708] [-0.53498851] [ 0.7719013 0.73546901 0.54271746 0.55644321 0.48135449 0.32626835 0.42522592 0.66747951 0.68655175 0.35853215] [ 0.07273335] [ 0.41230001 0.80278792 0.40994213 0.69584491 0.39544346 0.67057969 0.44646945 0.549592 0.52790804 0.7482784 ] [-0.28907798] [ 0.84187633 0.70001075 0.48604963 0.40526335 0.28874432 0.17102877 0.49653366 0.62671051 0.6341042 0.32747864] [ 2.25075682] [ 0.7766732 0.45394283 0.59478032 0.31928097 0.47548935 0.18976591 0.51717187 0.70157572 0.4984267 0.29021274] [ 1.86979508] [ 0.85102375 0.65899503 0.50008605 0.28982563 0.24378863 0.12040275 0.50857796 0.71772572 0.60589112 0.31821575] [ 0.89844775] [ 0.51585008 0.44314349 0.52787533 0.37055759 0.39334256 0.53867635 0.44847817 0.59042397 0.48886026 0.34239164] [ 2.0564499] [ 0.71935806 0.62403432 0.48792143 0.46783205 0.32135476 0.39187179 0.50257967 0.67700877 0.47203862 0.3777089 ] [-1.15210115] [ 0.6691959 0.76070309 0.37693515 0.57347564 0.2938257 0.3645781 0.39047936 0.5420416 0.55273742 0.4723355 ] [-0.13309571] [ 0.51529932 0.43717048 0.53648632 0.33463058 0.38414404 0.39910439 0.5003639 0.5153024 0.49804763 0.37031354] [-0.53051345] [ 0.43904106 0.5973033 0.48764008 0.67255057 0.33830953 0.50762337 0.35413062 0.38889099 0.51046988 0.45765358] [-0.01855667] [ 0.81451681 0.64263954 0.58670216 0.27187961 0.42098462 0.40828362 0.57020858 0.70646678 0.60006682 0.40701473] [-0.7644324] [ 0.41348096 0.69135017 0.43303288 0.66235393 0.328125 0.54944155 0.49050745 0.67931278 0.59568621 0.40398607] [-0.1985893] [ 0.35360447 0.65038078 0.37842 0.39303684 0.42065367 0.62224579 0.34777319 0.43921427 0.44226736 0.50288618] [-0.24844104] [ 0.55195249 0.75299837 0.44628027 0.46951555 0.43562101 0.4755099 0.56345651 0.60459603 0.6741282 0.51897568] [ 1.36634093] [ 0.65558283 0.63329939 0.49934664 0.45730921 0.23717705 0.37743238 0.46008082 0.77133961 0.50151441 0.39944307] [-0.78742303] [ 0.46439529 0.69814877 0.39292237 0.63069878 0.37957228 0.59013294 0.56842938 0.69091751 0.54815956 0.36826961] [ 0.56757787] [ 0.50668635 0.67126374 0.4691719 0.60932221 0.42669385 0.55690302 0.51325168 0.55296302 0.51303387 0.60654704] [-0.30204356] [ 0.5419434 0.27581414 0.6105017 0.28182298 0.55247043 0.53401263 0.49400138 0.52583553 0.37227613 0.29902776] [ 0.05032909] [ 0.43879374 0.38863462 0.52796678 0.43614835 0.49981475 0.56895544 0.49656619 0.57676649 0.47388519 0.41897071] [-0.13286605] [ 0.40379458 0.45467155 0.54179436 0.46150531 0.53373701 0.5385084 0.36780076 0.42848663 0.49916313 0.40812634] [-0.33345883] [ 0.43225677 0.62928732 0.43978115 0.3952017 0.38172592 0.33826039 0.46157579 0.61814637 0.56870211 0.43272364] [-0.00275837] [ 0.23245107 0.25931849 0.61279911 0.56912035 0.46340776 0.5745763 0.40939616 0.35501509 0.38591938 0.34505497] [-0.49117359] [ 0.51734749 0.66891526 0.55104388 0.52317808 0.47403122 0.59863926 0.49865971 0.51372585 0.55229395 0.68716447] [-0.52983546] [ 0.42478992 0.31518179 0.64777624 0.34919207 0.5585004 0.68365118 0.40906494 0.54696609 0.31999928 0.47721345] [ 0.04026576] [ 0.3757582 0.43574221 0.59818251 0.40289768 0.48939785 0.45342677 0.42053582 0.53067787 0.37828314 0.44390304] [-0.38439654] [ 0.54794094 0.68254291 0.48727155 0.50332424 0.35231357 0.45698743 0.48077755 0.71090832 0.61350513 0.40576799] [ 0.67672783] [ 0.55864417 0.39222572 0.67141517 0.34128319 0.50442309 0.42372527 0.36502075 0.55991732 0.48176651 0.43658427] Progress: 21.7% ... Training loss: 0.488 ... Validation loss: 0.785[-0.18805995] [ 0.5047783 0.6860027 0.5415599 0.65390546 0.40705648 0.57415399 0.42045667 0.64491649 0.54767227 0.46856368] [ 0.30998828] [ 0.39996236 0.46347867 0.58584046 0.62104722 0.35471903 0.68307786 0.31833004 0.58823987 0.54041431 0.49658331] [-0.96218986] [ 0.66201296 0.73107016 0.41146073 0.44641628 0.47856641 0.57428843 0.41890481 0.67917656 0.49531102 0.58861604] [-0.16511207] [ 0.60229806 0.59807137 0.44501221 0.39465805 0.36072578 0.62315867 0.42861412 0.57755786 0.48944111 0.54775058] [ 1.34395027] [ 0.80585696 0.58917985 0.65024002 0.3688118 0.46038754 0.25917521 0.4773858 0.75635973 0.63206145 0.33038001] [-0.0761939] [ 0.37225933 0.69610602 0.50137118 0.65387326 0.49402422 0.73933578 0.38475051 0.48491452 0.57313911 0.68528326] [ 0.24265444] [ 0.18038749 0.54018632 0.48045336 0.58798619 0.5296203 0.74391101 0.38126993 0.33663868 0.56872842 0.66489687] [-0.52344114] [ 0.64862298 0.5629286 0.49938412 0.5179678 0.33511909 0.31608773 0.53511968 0.72339033 0.65505563 0.21826337] [-0.34588999] [ 0.34926857 0.64910855 0.37764154 0.66319964 0.40886355 0.70494238 0.39923816 0.56687556 0.66029736 0.49171332] [ 0.02999304] [ 0.59082483 0.65820075 0.51500904 0.41117891 0.46174233 0.34184772 0.47975997 0.64215888 0.61955686 0.43831587] [-0.05697598] [ 0.25494744 0.49765595 0.64795562 0.54200628 0.47269001 0.74640241 0.41633882 0.37422774 0.39515911 0.60888506] [-0.1528381] [ 0.52192571 0.6273639 0.54379095 0.38944678 0.53475911 0.55509589 0.34012259 0.57645874 0.58373684 0.54555896] [-0.94205346] [ 0.61840893 0.72383825 0.41423829 0.72400654 0.48859906 0.31448367 0.43322503 0.60025582 0.5029053 0.67782791] [ 0.14390653] [ 0.31754242 0.5555305 0.55975219 0.60228956 0.35911938 0.55603019 0.33740559 0.50099824 0.46599158 0.48997986] [-0.81093562] [ 0.69655386 0.63025604 0.46731827 0.51261578 0.41551843 0.52590088 0.51322748 0.71820909 0.51254468 0.43796335] [ 0.04945176] [ 0.42156255 0.62577394 0.51231305 0.51425744 0.47263086 0.67551103 0.40953631 0.54698433 0.54097908 0.6770178 ] [-0.53951246] [ 0.58747862 0.34698748 0.66359301 0.32337105 0.51266202 0.37239465 0.50706376 0.58984103 0.40866999 0.39143041] [-0.0168361] [ 0.40093882 0.67451485 0.56055038 0.58607882 0.51462085 0.67519631 0.38449271 0.43441694 0.56843374 0.64153167] [-0.01969385] [ 0.31521753 0.72361542 0.35567478 0.67524624 0.52211366 0.78008934 0.30174477 0.55493826 0.57928427 0.67975426] [-0.01128722] [ 0.27511956 0.65084815 0.47218559 0.5624338 0.44643069 0.76011323 0.35699348 0.49035856 0.61950912 0.62736063] [ 1.99026304] [ 0.85292543 0.50283952 0.60586707 0.22129486 0.39188253 0.15656514 0.64211953 0.7513739 0.55333221 0.25332403] [-0.0767355] [ 0.32441808 0.54204009 0.56298 0.49538245 0.49953955 0.65301037 0.39949861 0.38302913 0.42945196 0.62119822] [-0.54117851] [ 0.58721733 0.52655627 0.64450455 0.41594514 0.56615373 0.7172975 0.53097381 0.55170255 0.44437759 0.5766899 ] [ 0.06392878] [ 0.32606625 0.73562289 0.36934432 0.66722117 0.34964503 0.67155744 0.42503463 0.63269896 0.53039219 0.59205171] [-0.03005668] [ 0.29470925 0.7327762 0.39770985 0.63045678 0.49360084 0.62418224 0.3099719 0.42810145 0.52066383 0.6630558 ] [ 0.19122137] [ 0.4063526 0.48415715 0.67061168 0.40884663 0.62903153 0.55063767 0.45888631 0.32415048 0.4792934 0.55701558] [-0.23770577] [ 0.33766255 0.31805312 0.65774718 0.48366087 0.57465828 0.47384159 0.51166608 0.37458928 0.44920567 0.64860211] [ 0.44706109] [ 0.52631055 0.59823771 0.50210168 0.3287364 0.42911736 0.41200293 0.40847985 0.5311816 0.46659789 0.45925247] [-0.4332679] [ 0.81268194 0.4900166 0.54323363 0.33251071 0.33460558 0.21863423 0.41922855 0.73972192 0.46180701 0.31360781] [-1.2578889] [ 0.82419346 0.49631897 0.62441397 0.23153614 0.36347496 0.26817275 0.4692267 0.77149446 0.56674996 0.34437395] [ 1.95026135] [ 0.72231283 0.62309134 0.49063024 0.46403507 0.31773438 0.38536705 0.50657741 0.68280582 0.47589234 0.36972028] [-1.46938311] [ 0.55031808 0.3951102 0.54383466 0.4520852 0.41819138 0.36087447 0.54767067 0.57192372 0.49420325 0.21527653] [ 0.12528274] [ 0.58026602 0.72452864 0.41655918 0.6060054 0.41636353 0.52904143 0.3623354 0.59384765 0.56678784 0.47325818] [-0.49646773] [ 0.80768032 0.67305478 0.59473036 0.32814869 0.45080045 0.31566301 0.5484959 0.72080146 0.63089959 0.37284046] [ 1.33053111] [ 0.6239321 0.68302405 0.4901682 0.48799361 0.38100461 0.51381436 0.51060232 0.66480491 0.5721181 0.40676658] [-0.58608961] [ 0.43616768 0.58351331 0.43429846 0.4623833 0.40933167 0.52415821 0.46278645 0.58409064 0.47499012 0.46505928] [-0.25966312] [ 0.38657522 0.64311842 0.38891472 0.5767329 0.34700773 0.59782965 0.37859019 0.54057208 0.42906912 0.42714579] [-0.47190912] [ 0.51671989 0.45249532 0.56936105 0.50253518 0.4255237 0.54401008 0.43434241 0.61407555 0.48194412 0.4375311 ] [-0.55047634] [ 0.37655094 0.46731423 0.46230965 0.68959132 0.38033959 0.57519968 0.46153935 0.59587411 0.41712376 0.43548169] [ 0.34076693] [ 0.58916832 0.63136216 0.49600322 0.50072805 0.4131241 0.34230448 0.46935871 0.52215111 0.54662427 0.4627553 ] [-0.0050766] [ 0.3539768 0.71280984 0.30541456 0.71675426 0.28077866 0.41155489 0.35203143 0.46477395 0.64782031 0.44225833] [ 0.36605298] [ 0.50534297 0.5908485 0.4167821 0.60967437 0.41996611 0.58886947 0.49368098 0.635909 0.36572651 0.44281768] [ 0.14396252] [ 0.26574313 0.67893662 0.34472155 0.67991496 0.37652556 0.58466751 0.37152545 0.57410415 0.66635589 0.53312993] [-1.00915421] [ 0.79532993 0.7886131 0.5781438 0.32696039 0.34169511 0.38983703 0.62047187 0.79454131 0.77545114 0.47675241] [-0.48793314] [ 0.42867143 0.74121266 0.43245532 0.51417562 0.38837869 0.49083755 0.54912736 0.64308747 0.61532722 0.43899717] [-0.75452507] [ 0.50072372 0.74938774 0.40984789 0.54449779 0.3554317 0.4427398 0.44644624 0.42881719 0.53474949 0.58472421] [-0.25897109] [ 0.38959084 0.61345644 0.3994995 0.63483322 0.50175566 0.68497726 0.29883147 0.62900723 0.46679864 0.70050625] [-0.38509825] [ 0.30709783 0.75088698 0.32026936 0.64342605 0.43011289 0.4497495 0.38145193 0.37244656 0.55143616 0.58728016] [-0.30137405] [ 0.37053351 0.60781704 0.50213677 0.51211721 0.47254242 0.48634429 0.42982096 0.45991621 0.6199354 0.6247414 ] [ 0.7850647] [ 0.72373266 0.67247578 0.43095092 0.53018364 0.2814758 0.27169579 0.47686436 0.60425544 0.64986108 0.61610187] [-0.22518407] [ 0.38353761 0.29975915 0.72875167 0.3205743 0.48971448 0.56632747 0.50214223 0.53045839 0.32568985 0.43402536] [ 0.89486069] [ 0.87663943 0.43902872 0.71602203 0.13529742 0.4360503 0.27786255 0.66469578 0.7576365 0.44705953 0.30524039] [-0.17293068] [ 0.38767993 0.66048526 0.43151816 0.60870835 0.38598869 0.49565411 0.60752339 0.58416737 0.59400722 0.3938006 ] [ 0.03009605] [ 0.39587897 0.56744924 0.46054986 0.419705 0.48563537 0.67506899 0.42996263 0.50961206 0.49312487 0.52763415] [ 0.10267451] [ 0.23883451 0.46323052 0.53410489 0.55215494 0.49651941 0.70528858 0.37714916 0.33826378 0.52276401 0.59517372] [-0.11922919] [ 0.43094593 0.67473843 0.53762533 0.71391167 0.58428598 0.71370486 0.4220326 0.4564105 0.55882 0.61772327] [-0.2257395] [ 0.77538302 0.77352043 0.42099509 0.47079824 0.32638032 0.34352878 0.52847828 0.7376253 0.60793706 0.49308746] [ 0.38278564] [ 0.56508647 0.45206618 0.58350888 0.29877941 0.47206575 0.51807446 0.54188314 0.62001268 0.39727066 0.47724055] [ 1.442348] [ 0.59587139 0.64761032 0.44796303 0.51918677 0.2352615 0.3076604 0.4540267 0.66861896 0.55179197 0.35048124] [ 2.12749029] [ 0.8500534 0.60395832 0.58954015 0.32221967 0.35904226 0.23741988 0.52138943 0.80577815 0.57892518 0.27431622] [-1.04626339] [ 0.48796017 0.73698406 0.34231144 0.55197298 0.27710715 0.3585694 0.45265991 0.71685479 0.52339043 0.40427082] [-0.13572214] [ 0.61442837 0.59558476 0.56951139 0.50509394 0.33425442 0.31139844 0.46364591 0.6685153 0.5675341 0.29419398] [-0.66083578] [ 0.45456467 0.45846898 0.60929766 0.35617586 0.44165913 0.39094333 0.51040126 0.49063202 0.45848711 0.36527775] [ 0.65679171] [ 0.37323327 0.44050816 0.49120107 0.62423158 0.44336557 0.62268809 0.52338743 0.56689186 0.4189769 0.6349939 ] [-0.32179536] [ 0.742045 0.49944212 0.58176686 0.35729616 0.42994789 0.40682774 0.57455283 0.68981776 0.42730936 0.47538199] [-0.70685308] [ 0.47841935 0.55107283 0.55039215 0.32428441 0.45702192 0.45912982 0.5604125 0.42710349 0.61866067 0.48265218] [-0.35781991] [ 0.6969113 0.62823406 0.45832088 0.56765798 0.25850339 0.30363956 0.41619283 0.63214085 0.60593478 0.30880517] [-0.07002825] [ 0.34849147 0.53458286 0.4365238 0.53007011 0.47519827 0.74623741 0.50734456 0.51094113 0.34507692 0.56143021] [ 1.15998923] [ 0.76181784 0.4290006 0.69164431 0.23172444 0.49468898 0.34141705 0.55442231 0.72516182 0.45963457 0.3430701 ] [-0.53755655] [ 0.52212482 0.62919566 0.46434712 0.6582236 0.36344304 0.51560656 0.42765087 0.62402863 0.43239952 0.47155794] [-1.51495913] [ 0.61778205 0.45504909 0.46533807 0.48469718 0.45366283 0.34345667 0.47339117 0.64594765 0.42094621 0.24851864] [-0.20865996] [ 0.47297659 0.48230686 0.47713092 0.32054553 0.51504978 0.69241441 0.40889971 0.58664158 0.40303475 0.52238906] [-0.16594643] [ 0.8155861 0.57951543 0.5704904 0.30818809 0.3012656 0.25356344 0.50784875 0.60957763 0.61079393 0.33644149] [ 0.39020203] [ 0.57642425 0.4039735 0.64995874 0.33699848 0.40745432 0.31924859 0.51561175 0.65574696 0.41269522 0.29184635] [-0.27994801] [ 0.46605796 0.53438011 0.61595816 0.31021602 0.62023447 0.58459894 0.39372529 0.46838892 0.48187795 0.61985581] [ 0.03998435] [ 0.26446271 0.41977059 0.65026887 0.46499996 0.55495701 0.69656666 0.41484086 0.31333155 0.39401006 0.7048757 ] [-0.16597568] [ 0.51752075 0.60048434 0.3811665 0.60662846 0.38477492 0.58355529 0.40269205 0.56908787 0.41680528 0.48385333] [-0.6866893] [ 0.70264852 0.6559059 0.5740944 0.45949023 0.46159204 0.3842178 0.44860556 0.66199764 0.55553635 0.41527432] [-0.19270487] [ 0.36257033 0.57294903 0.54948561 0.53652995 0.48611394 0.65577858 0.43079577 0.36701014 0.38214474 0.64144822] [-0.00824164] [ 0.66614403 0.55622793 0.52968099 0.46747834 0.28840751 0.40254988 0.50447314 0.62824477 0.50836356 0.42945233] [ 0.13069321] [ 0.51265135 0.65446572 0.40885752 0.37261678 0.37682317 0.50049408 0.39066571 0.61675648 0.57948027 0.4012115 ] [ 0.71234695] [ 0.80714985 0.59660131 0.61992227 0.33372102 0.42103401 0.3044113 0.62211509 0.6886691 0.52345911 0.36575165] [-0.03015021] [ 0.33036785 0.68125485 0.37085114 0.74811477 0.38707499 0.6829273 0.51791716 0.55174501 0.48913097 0.58144383] [-0.100143] [ 0.80680796 0.65214534 0.54238759 0.35494143 0.36779462 0.35127134 0.52191798 0.73117905 0.62149355 0.32472962] [-0.19999471] [ 0.58185625 0.60991074 0.47259734 0.69254715 0.4444956 0.32967661 0.45419251 0.59508265 0.56488739 0.4547166 ] [ 0.60667382] [ 0.53042866 0.68695764 0.41413979 0.51108432 0.24311508 0.43186429 0.50704178 0.64166428 0.57838135 0.33373143] [-0.4926004] [ 0.40726935 0.28290193 0.65832794 0.34598665 0.57080922 0.63395468 0.5157514 0.61600595 0.33679449 0.5375509 ] [ 0.37537827] [ 0.19422482 0.45875858 0.47125357 0.73014404 0.52354249 0.68195217 0.48024982 0.38075912 0.3895892 0.77064413] [-0.21792911] [ 0.27320392 0.54288032 0.538553 0.52483976 0.47840303 0.77927848 0.40438043 0.5753645 0.47347824 0.57283198] [ 0.38594499] [ 0.37739209 0.32065146 0.67736228 0.36870901 0.50840039 0.57916638 0.52364277 0.46893356 0.39780669 0.41516779] [-0.4380696] [ 0.76466222 0.42036965 0.56578495 0.34940672 0.24632439 0.30810357 0.43805079 0.71461492 0.35051107 0.26112383] [ 0.34123836] [ 0.69344054 0.70470712 0.52388475 0.59847485 0.40534268 0.53410836 0.46903917 0.70667013 0.60635674 0.53839104] [ 1.77695475] [ 0.8661574 0.5499393 0.56312779 0.33943423 0.21105375 0.17899133 0.50528982 0.80814713 0.54096424 0.20130229] [-0.31864096] [ 0.74193807 0.46389368 0.65494424 0.19765568 0.48976009 0.33098294 0.54279353 0.65358597 0.51912226 0.37964343] [ 0.85096261] [ 0.70899469 0.57470633 0.51625814 0.42603072 0.24166834 0.23916837 0.50741444 0.65227378 0.60119431 0.26444229] [ 0.1257955] [ 0.31899405 0.67154164 0.30637551 0.52319625 0.3608346 0.79392291 0.30028283 0.46599753 0.44896678 0.65077838] [-0.50161017] [ 0.35082744 0.55366007 0.5102149 0.61904911 0.40752325 0.66496841 0.49807868 0.60341975 0.47268634 0.48216039] [-0.64659645] [ 0.77994544 0.32191703 0.63186461 0.45236068 0.52206462 0.38577659 0.53336242 0.7289529 0.34868699 0.2528326 ] [-0.40059033] [ 0.62298141 0.55672583 0.55503686 0.34430432 0.48279968 0.47181847 0.39455961 0.6350132 0.49854119 0.54541145] [-0.35545191] [ 0.72637472 0.6609959 0.50167298 0.36101839 0.38358399 0.12770716 0.50178298 0.63846606 0.67960041 0.33757287] [-0.19399232] [ 0.48286638 0.25214498 0.64930609 0.40784697 0.52428859 0.32334262 0.45337714 0.45136692 0.33598231 0.49722672] [-0.54213616] [ 0.52885329 0.50087823 0.5744174 0.48660522 0.48046321 0.56594975 0.48337129 0.55755485 0.32900966 0.5316615 ] [ 0.16794123] [ 0.77153964 0.68890496 0.51794252 0.43500337 0.40930604 0.28486929 0.46577599 0.70418157 0.63277532 0.33492496] [ 0.13307853] [ 0.63421062 0.55487149 0.50743847 0.57413182 0.31472846 0.29063729 0.56961763 0.73146129 0.51202794 0.24520176] [-0.01127654] [ 0.27482222 0.38976833 0.54382634 0.52890064 0.47592587 0.73239177 0.39664228 0.43817593 0.42788375 0.53974849] [-0.06938751] [ 0.3426329 0.67185498 0.39683027 0.74061219 0.51765183 0.67876918 0.39338158 0.57928347 0.51540605 0.58799438] [-0.46956877] [ 0.51080953 0.79635909 0.44521171 0.64630126 0.33089084 0.54702245 0.38338384 0.69372084 0.67603816 0.54026231] [ 0.86497333] [ 0.47929836 0.44009945 0.54831194 0.44283867 0.46899089 0.37048517 0.45252691 0.46658417 0.35045076 0.610049 ] [-0.26797138] [ 0.32942876 0.4173833 0.5838658 0.53006342 0.43972595 0.58372355 0.40662791 0.53452299 0.3691928 0.52220025] [-0.31300873] [ 0.37284062 0.55430633 0.40467485 0.62694947 0.50776801 0.63734392 0.53369053 0.54581038 0.43935605 0.47765776] [ 0.73421659] [ 0.74846752 0.5408423 0.59178203 0.32104868 0.40183166 0.38199679 0.5950176 0.74859067 0.41601493 0.40273772] [ 0.77717074] [ 0.50879233 0.62530793 0.44774777 0.50818336 0.35090835 0.35900666 0.4828476 0.59787208 0.54099232 0.34154907] [ 0.23407768] [ 0.53663867 0.44904454 0.55236112 0.23362798 0.47321992 0.4508273 0.45832435 0.48219761 0.41087164 0.40925324] [ 0.7757831] [ 0.64762499 0.5454116 0.43963377 0.37835665 0.45347205 0.2240548 0.47645247 0.56666657 0.52942438 0.23053528] [-0.48318293] [ 0.33285005 0.23532614 0.65956127 0.44672474 0.58155773 0.49046602 0.41091222 0.24627351 0.23537238 0.36979961] [ 0.63467613] [ 0.69058163 0.74452408 0.58692016 0.46646403 0.4325857 0.43848903 0.4331349 0.67521737 0.70071134 0.52677488] [ 0.26289981] [ 0.29832876 0.33903317 0.56927038 0.57898972 0.56030224 0.45936529 0.39802352 0.37014345 0.43400279 0.58231821] [ 0.14211667] [ 0.28185816 0.47179116 0.51971619 0.54914081 0.55375532 0.72268698 0.33870735 0.43638446 0.27095523 0.59922744] [ 0.70593342] [ 0.69843147 0.42872657 0.61442045 0.39168616 0.46860713 0.43359653 0.49178075 0.56762344 0.33818357 0.49133551] [-0.05975569] [ 0.76003359 0.61273805 0.56855419 0.41095988 0.41111782 0.26879781 0.54214941 0.66875681 0.62399587 0.35689002] [ 0.05229362] [ 0.30220561 0.56623366 0.39734224 0.64914321 0.4945301 0.79189804 0.45208223 0.490488 0.46508124 0.60687304] [-0.26394087] [ 0.31792317 0.53765653 0.55829783 0.51607694 0.49302943 0.53070342 0.46227669 0.40849789 0.5226402 0.72366087] [-0.79757554] [ 0.69267364 0.50930785 0.53484809 0.47799863 0.47279677 0.4576277 0.52972532 0.62965015 0.43045692 0.44074868] [-0.8418736] [ 0.62300095 0.58995625 0.47421634 0.49608034 0.29577836 0.29153139 0.43344347 0.47598734 0.53914172 0.3124501 ] [ 0.32953021] [ 0.71345623 0.58394587 0.45650478 0.35228741 0.27179738 0.13523865 0.52488784 0.65223198 0.62105045 0.19384592] [-0.03344655] [ 0.32542976 0.44688023 0.55021002 0.52680308 0.50161313 0.57641355 0.42356785 0.40871392 0.51810945 0.45838448] [-0.23976762] [ 0.52063451 0.5229789 0.62566865 0.50112228 0.41642215 0.49095971 0.42046851 0.54144687 0.60676377 0.41467693] [-0.01992329] [ 0.38930515 0.44343222 0.47964755 0.59959079 0.58891833 0.7807557 0.39489596 0.51035034 0.34209923 0.56516406] Progress: 22.0% ... Training loss: 0.486 ... Validation loss: 0.785[-0.09769959] [ 0.44750375 0.38258887 0.54636137 0.5161416 0.52024225 0.41188819 0.43222385 0.37693788 0.42233529 0.38229533] [-0.89889649] [ 0.79034639 0.43636014 0.6332574 0.42411276 0.43341105 0.39839268 0.5419566 0.70219761 0.50118091 0.36602513] [-0.56123739] [ 0.67905724 0.81535149 0.45105728 0.42135388 0.39009697 0.46764999 0.71302923 0.73694992 0.67360705 0.50028911] [-0.73793293] [ 0.52197597 0.69111796 0.41612228 0.55208914 0.44521464 0.32960855 0.38496197 0.46969564 0.42458753 0.63764503] [-0.77155579] [ 0.57036419 0.7033583 0.470197 0.62873495 0.51334785 0.4754147 0.39384825 0.52968228 0.4547755 0.54015208] [ 0.33283775] [ 0.31756779 0.66631739 0.47818958 0.62612559 0.47561051 0.77010721 0.38607234 0.53420993 0.55657043 0.58462413] [ 0.25611157] [ 0.29832201 0.49409596 0.57792758 0.50245848 0.46735967 0.61983797 0.39264768 0.37145252 0.48802356 0.54220911] [-0.41191196] [ 0.38534606 0.29335326 0.69700372 0.41357938 0.46160797 0.49472651 0.52730903 0.50604565 0.35576075 0.37927993] [ 0.60954443] [ 0.53225577 0.44451901 0.56927006 0.30048637 0.52511505 0.4662295 0.44336876 0.60564008 0.51308123 0.38755902] [ 0.07381042] [ 0.29735163 0.7566321 0.32624191 0.68514197 0.49989489 0.74559574 0.27902613 0.58933709 0.55644215 0.7838622 ] [ 0.49745552] [ 0.58361498 0.64924142 0.39938371 0.55567853 0.26444807 0.36406388 0.42474415 0.6137443 0.57327558 0.31912927] [-0.15828448] [ 0.3241307 0.4085255 0.51641172 0.48720422 0.61787546 0.78793815 0.47974678 0.54830235 0.39673733 0.51073373] [ 1.50263031] [ 0.3626063 0.38269164 0.52012715 0.49388267 0.45398534 0.41691904 0.50710096 0.47563431 0.49532969 0.28057481] [ 0.39179873] [ 0.56519283 0.57526069 0.52196907 0.46205152 0.39937192 0.32738343 0.39905886 0.58137225 0.39126352 0.54194309] [-0.19483355] [ 0.37882117 0.48223951 0.54418029 0.44451024 0.51606357 0.69119886 0.38243432 0.56351027 0.45495771 0.54706989] [-0.10736942] [ 0.32634839 0.63916996 0.49397298 0.70473023 0.37426387 0.68707699 0.35604253 0.42451132 0.55866251 0.54088783] [-0.1375105] [ 0.31522561 0.4885582 0.49483556 0.46347279 0.51920067 0.69367386 0.39397902 0.61357571 0.4805787 0.55585656] [-0.1061655] [ 0.28464801 0.40527302 0.51594965 0.68734028 0.47522369 0.57550164 0.34390258 0.37794218 0.52796054 0.41554565] [-0.05593611] [ 0.28524964 0.30469411 0.57896294 0.59051088 0.46707925 0.74651088 0.36154227 0.39541179 0.3545375 0.56548778] [ 0.57149641] [ 0.60524904 0.38792372 0.63811187 0.3641701 0.48814308 0.37188631 0.38302372 0.5398969 0.3876033 0.445656 ] [ 0.18947802] [ 0.61051716 0.51055137 0.54223594 0.40833247 0.40859416 0.41322339 0.43823151 0.59662306 0.44683547 0.47248324] [ 0.072392] [ 0.25216611 0.59411788 0.48951163 0.46805225 0.42641731 0.73397619 0.39799221 0.41757176 0.41200414 0.60789108] [ 0.16385699] [ 0.71788554 0.59054804 0.45598757 0.43584215 0.35649961 0.21109977 0.64799697 0.75359893 0.55647799 0.49513761] [ 0.55309959] [ 0.25501852 0.39064212 0.59754133 0.51807349 0.58169016 0.70856806 0.38815426 0.32386988 0.44810218 0.57345862] [-0.31420817] [ 0.80370505 0.55798179 0.61040979 0.25640952 0.39083576 0.30689069 0.69456708 0.70793783 0.60732287 0.29146178] [-0.23737624] [ 0.44803325 0.46209135 0.61401167 0.27663834 0.53672096 0.45710667 0.49520635 0.42803748 0.46662182 0.46404682] [-0.216748] [ 0.52041094 0.7355598 0.38705172 0.44885567 0.28175357 0.33498329 0.48104253 0.54698584 0.55624246 0.53562109] [ 0.45471459] [ 0.68299605 0.57314687 0.55572552 0.21308258 0.34578072 0.26908266 0.57838787 0.58351018 0.63056784 0.33744042] [-1.14242078] [ 0.81776828 0.5079986 0.58382507 0.32238604 0.26506719 0.27459455 0.52753374 0.66422536 0.59519304 0.29634974] [ 0.307191] [ 0.50955765 0.70788262 0.40973979 0.55134629 0.31506539 0.39269579 0.41480851 0.66100998 0.58962979 0.4626515 ] [-0.2641562] [ 0.4470399 0.62372796 0.47301803 0.61679467 0.34398752 0.43332225 0.50528318 0.629113 0.64146069 0.36902874] [-0.13790014] [ 0.30530764 0.54882018 0.41849977 0.67332043 0.45698124 0.73428803 0.35566965 0.50537959 0.39969865 0.55085492] [-0.11448414] [ 0.36824232 0.52390966 0.45704622 0.57666569 0.53111731 0.75281589 0.33655831 0.5342839 0.38631232 0.61293354] [-0.73187984] [ 0.46952174 0.78618946 0.35223827 0.72220956 0.36158735 0.51545676 0.45855445 0.55999747 0.5427823 0.51803824] [-0.7454225] [ 0.44448032 0.57114898 0.39175754 0.58013786 0.33358093 0.30681358 0.34950818 0.53272496 0.54267354 0.33619142] [ 0.16719028] [ 0.46476511 0.28265296 0.68024138 0.48221002 0.44992422 0.51168528 0.45590433 0.4640072 0.31946341 0.39827559] [-0.34741529] [ 0.4443934 0.66863468 0.44443587 0.69483323 0.58973287 0.55952052 0.43218252 0.38163472 0.50206222 0.55094727] [-0.28618795] [ 0.46318895 0.45833976 0.55741988 0.449223 0.35021282 0.59249298 0.5046688 0.6322768 0.35296222 0.39307038] [-0.60941099] [ 0.53711345 0.6968976 0.51094062 0.64647476 0.42147767 0.51282355 0.40702296 0.59862028 0.6405013 0.48775227] [ 0.2330797] [ 0.8677437 0.65148237 0.63814041 0.33681076 0.34935506 0.26504263 0.6627498 0.80389624 0.60567609 0.28621225] [-0.09193132] [ 0.76632071 0.46665834 0.5603405 0.3833661 0.32827985 0.15493193 0.45550436 0.6752933 0.37540701 0.38589542] [ 0.39713456] [ 0.27743038 0.65599024 0.36602171 0.66093419 0.35970026 0.75622874 0.32960906 0.45476655 0.4914005 0.67028666] [-0.64712825] [ 0.61278242 0.66148405 0.41450712 0.56832942 0.2424308 0.31686332 0.42154479 0.64769947 0.60707608 0.36818264] [ 0.16385699] [ 0.71788554 0.59054804 0.45598757 0.43584215 0.35649961 0.21109977 0.64799697 0.75359893 0.55647799 0.49513761] [-0.39511579] [ 0.71323384 0.68095213 0.49354425 0.37534064 0.3136626 0.24533105 0.41702665 0.72533995 0.66349407 0.37341347] [-0.43426248] [ 0.47286164 0.70582852 0.47450032 0.65363302 0.49756708 0.64747691 0.49029379 0.54370334 0.63489471 0.55618537] [-0.23291387] [ 0.77677363 0.58728654 0.44726348 0.46571488 0.27367521 0.14244125 0.478615 0.61411702 0.57504169 0.34362106] [-1.16476663] [ 0.65487032 0.57869651 0.47633091 0.49025087 0.31854746 0.36545315 0.4939294 0.48206125 0.58608256 0.34839198] [-0.56999737] [ 0.78579135 0.41019111 0.62341086 0.3223661 0.33440344 0.30446047 0.49116001 0.82831258 0.49534345 0.22442329] [-0.20174832] [ 0.43960565 0.59757664 0.48657142 0.43772479 0.44129845 0.60569664 0.40232061 0.71182268 0.51308067 0.53658975] [-0.01662303] [ 0.25748049 0.36927423 0.51523001 0.69869371 0.37319011 0.76452845 0.32040903 0.43299434 0.41743851 0.46318246] [-0.20493777] [ 0.48923397 0.53098258 0.48595779 0.36393959 0.41177882 0.5945738 0.5223221 0.62491772 0.38839172 0.42827749] [-0.40973745] [ 0.41159388 0.69139949 0.4418417 0.56990525 0.30186862 0.43627497 0.40328676 0.52060804 0.58633166 0.48882952] [ 0.13080004] [ 0.6674296 0.67719164 0.57059047 0.40940499 0.38389198 0.36408594 0.64175703 0.71388684 0.6081864 0.39955588] [-0.39065843] [ 0.54227595 0.52895836 0.49908027 0.36027153 0.52327197 0.63363668 0.41848221 0.56277492 0.44678654 0.50423244] [-0.54415766] [ 0.83029791 0.62673518 0.56145952 0.40041259 0.21646149 0.17597778 0.44530506 0.70251389 0.68055737 0.25887342] [-0.32477105] [ 0.42855248 0.31231057 0.62972987 0.41235977 0.44689474 0.34679962 0.44883262 0.47315039 0.36103148 0.2636697 ] [ 0.00216825] [ 0.63122935 0.50263142 0.52696022 0.4541305 0.43308382 0.25248616 0.51358886 0.61163345 0.55127557 0.41767962] [ 0.26903346] [ 0.25227499 0.57145511 0.45330915 0.55371443 0.42893012 0.50493273 0.41528299 0.48948671 0.52555634 0.46001445] [ 0.22795542] [ 0.24077286 0.65242988 0.41138032 0.73829536 0.49034136 0.77959799 0.43578654 0.34932594 0.52235856 0.65132699] [-0.97013092] [ 0.57979125 0.61178591 0.46263393 0.63294531 0.54591281 0.32367315 0.42718163 0.4979625 0.44576725 0.4873581 ] [-0.41658222] [ 0.3961132 0.64385301 0.44141727 0.63791113 0.44362809 0.52427901 0.38276417 0.40207699 0.41728894 0.56034275] [ 0.13086602] [ 0.24271711 0.63322309 0.42544633 0.72235091 0.44794517 0.76016088 0.43702783 0.41487085 0.46066698 0.6226197 ] [ 1.81940777] [ 0.74227058 0.53629002 0.53148379 0.42427898 0.27824791 0.18898443 0.4598645 0.69387457 0.46283624 0.32109203] [-0.95365305] [ 0.534531 0.65056188 0.40675143 0.52850203 0.40351316 0.56219912 0.36496565 0.71186748 0.44732272 0.46944201] [ 0.34378475] [ 0.35198982 0.38827116 0.61989019 0.48526566 0.51146142 0.71324271 0.37057618 0.43658638 0.28378693 0.57904493] [ 0.5603606] [ 0.27177932 0.55740721 0.46145981 0.42132262 0.43279681 0.62185194 0.37315787 0.50504702 0.4059941 0.58513427] [ 0.12386881] [ 0.39322223 0.48265886 0.63545332 0.48630351 0.48807036 0.56680677 0.44819268 0.48282789 0.42296827 0.46926184] [ 0.98316362] [ 0.5954268 0.3583302 0.62260828 0.31546334 0.40773483 0.36363635 0.45777821 0.58608996 0.38148628 0.32298805] [-0.12350675] [ 0.63961815 0.53224827 0.5285064 0.37012696 0.41817955 0.27639207 0.50834723 0.55502793 0.48949527 0.31258948] [-0.98058622] [ 0.60045396 0.58071464 0.50112972 0.63934229 0.46317639 0.45629748 0.43118591 0.56529983 0.57100675 0.3450982 ] [-0.60363367] [ 0.46344611 0.60757126 0.4156348 0.55755134 0.28162204 0.36913612 0.42957825 0.55413315 0.53555207 0.40992694] [ 0.03351151] [ 0.73290771 0.56949942 0.53805397 0.45555045 0.40639577 0.33372744 0.50749163 0.69725128 0.67121551 0.27023743] [ 0.51285195] [ 0.546287 0.68321065 0.5863094 0.34769396 0.45212554 0.49705767 0.41564431 0.59280863 0.67570549 0.60438308] [ 1.01449229] [ 0.634969 0.6089614 0.40728224 0.6241545 0.25865593 0.24595294 0.42183314 0.6687213 0.56615694 0.53764328] [-0.6813234] [ 0.65856926 0.69896028 0.52468716 0.44368859 0.46479166 0.42830668 0.5259458 0.64819058 0.54163004 0.62237929] [-0.65722211] [ 0.47999631 0.64667829 0.43743427 0.6898056 0.27645162 0.68715276 0.3743273 0.67890362 0.45981583 0.50238282] [-0.74771002] [ 0.42924899 0.33618858 0.5838245 0.61925187 0.39245802 0.55298253 0.42541572 0.43973539 0.4451809 0.30965921] [ 0.40493836] [ 0.65737136 0.55269885 0.56611034 0.47062984 0.42536192 0.29754662 0.49188095 0.60860705 0.5962694 0.26451091] [ 0.55549913] [ 0.68696664 0.52846633 0.5679268 0.43572558 0.27278733 0.27111704 0.48182972 0.65904024 0.48634896 0.32635525] [ 0.49909475] [ 0.58265678 0.62281752 0.47201323 0.51690709 0.30764794 0.5783445 0.35920033 0.67973072 0.53699771 0.47893421] [-0.08839528] [ 0.69644125 0.59221797 0.6307986 0.37724598 0.49460554 0.37186371 0.53193385 0.65361833 0.55877262 0.41468617] [-0.97252842] [ 0.61183318 0.76585896 0.38328911 0.44517364 0.39583386 0.50661179 0.34908117 0.66486533 0.56667883 0.61307595] [ 0.62752679] [ 0.44420905 0.61188225 0.56438616 0.59946987 0.47948464 0.47526245 0.41098499 0.42179708 0.59939568 0.46860093] [-0.22961117] [ 0.42364869 0.41085829 0.66629301 0.38607839 0.59962981 0.56731024 0.42384837 0.38908796 0.45477897 0.53845487] [-0.23170929] [ 0.36328833 0.37987319 0.66986248 0.39441699 0.53948627 0.52755103 0.41500503 0.46652207 0.30845658 0.62068737] [ 0.08836415] [ 0.69557807 0.71314674 0.49397846 0.32455042 0.35818811 0.26305517 0.51252447 0.6158095 0.66303389 0.35343149] [ 0.29529676] [ 0.223148 0.67818535 0.44077902 0.6922032 0.48688828 0.69203378 0.42383677 0.46472559 0.55382143 0.66455339] [ 0.03315156] [ 0.47160786 0.5979856 0.53911666 0.61400154 0.4741951 0.70176515 0.42488526 0.57634459 0.50481406 0.51617264] [ 0.39727916] [ 0.80446376 0.58253364 0.58967263 0.33403585 0.38603313 0.20450232 0.60427345 0.61815593 0.60105695 0.30414169] [ 0.19908185] [ 0.28721605 0.60042682 0.54253233 0.55514732 0.39540257 0.70887715 0.43204225 0.43914043 0.53540451 0.61274617] [-0.42656017] [ 0.64202535 0.57097077 0.3708608 0.46970991 0.37589973 0.40868131 0.54223814 0.69624326 0.44351866 0.2275195 ] [-0.16920414] [ 0.41258545 0.64901961 0.55040808 0.43812301 0.65542506 0.64096958 0.34102906 0.48721132 0.42143013 0.71199988] [-0.61781492] [ 0.48113849 0.32391296 0.50683248 0.48033187 0.52047075 0.71109953 0.40356964 0.68213437 0.34950695 0.46027599] [-0.48265561] [ 0.51805475 0.62057585 0.49011399 0.67135799 0.4324568 0.68849168 0.37254915 0.57013723 0.5180496 0.53318782] [ 0.1614814] [ 0.36832226 0.58029098 0.41439831 0.32271834 0.39854832 0.59901441 0.44004114 0.40390943 0.44156628 0.50499784] [-0.05274398] [ 0.4299916 0.60062846 0.44416403 0.46970983 0.37515985 0.40478573 0.47572037 0.6364238 0.41970709 0.44849771] [ 0.04698523] [ 0.48382543 0.5029993 0.61595035 0.40251473 0.40847746 0.41563339 0.47254055 0.53537752 0.47773401 0.47646257] [-0.50010414] [ 0.44611757 0.64144277 0.45961221 0.57055787 0.53092514 0.43299835 0.36196361 0.45354417 0.42296316 0.6629788 ] [ 0.19830286] [ 0.73186316 0.72333863 0.49067261 0.43329974 0.32537315 0.26075515 0.60751375 0.81959344 0.68779959 0.56894606] [ 0.34162897] [ 0.68217926 0.59261173 0.57764356 0.58582326 0.50085479 0.32524879 0.48485805 0.59043295 0.66855966 0.29947305] [ 0.20540768] [ 0.32909224 0.63086896 0.46118551 0.70400169 0.44151569 0.65261232 0.4210942 0.41126137 0.57727726 0.58363676] [-0.03054319] [ 0.7203716 0.55028038 0.58386812 0.29947585 0.37025747 0.31350923 0.57722258 0.68628686 0.54409942 0.37014006] [ 0.00150987] [ 0.31646059 0.71340603 0.37717718 0.6845208 0.52884992 0.71381947 0.35903595 0.44917439 0.53145507 0.64467218] [-0.1116515] [ 0.53136357 0.42129398 0.61236836 0.31138654 0.4034669 0.5268496 0.55096246 0.63003804 0.32976674 0.36528178] [ 0.77361232] [ 0.57954739 0.60658711 0.51020822 0.64155445 0.46951175 0.42299023 0.44135165 0.57526048 0.53556528 0.33938564] [-0.607511] [ 0.69681172 0.58760015 0.47326091 0.35062973 0.29909815 0.2073486 0.57533677 0.80735352 0.54121038 0.20677554] [-0.14962501] [ 0.2796562 0.45946642 0.56393317 0.58884386 0.5286425 0.59469727 0.44706685 0.3487077 0.47067999 0.54505807] [-0.63346391] [ 0.46965085 0.30319245 0.63648546 0.36893646 0.48950579 0.4159503 0.43962332 0.382692 0.35563976 0.31312224] [ 0.24002882] [ 0.38659303 0.76563152 0.31753727 0.63213964 0.35187057 0.60807341 0.57627128 0.69271212 0.60817148 0.42376724] [ 0.94100241] [ 0.42997583 0.58273809 0.54480347 0.42587903 0.49734838 0.62562727 0.35491191 0.56472834 0.43873578 0.57972913] [-0.37082844] [ 0.50908938 0.64845313 0.42944133 0.53414905 0.29666123 0.44219005 0.42052169 0.62908339 0.48419627 0.5222119 ] [ 0.14199837] [ 0.44700896 0.6749156 0.47205803 0.5838078 0.41120598 0.48002651 0.51413732 0.59137279 0.48394997 0.60102202] [ 0.35477617] [ 0.70320131 0.59836985 0.51971622 0.43095451 0.32198671 0.17329702 0.50726838 0.64159743 0.4724079 0.41547683] [-0.33650585] [ 0.53891429 0.5994585 0.46960657 0.42150594 0.46569136 0.48218714 0.43556633 0.44415004 0.47899883 0.42901282] [-0.44961026] [ 0.44391595 0.47381511 0.57343646 0.40928795 0.5325601 0.53417434 0.41063733 0.54798455 0.44325659 0.57224428] [ 0.24828841] [ 0.76088317 0.65037539 0.5787972 0.28366061 0.44506393 0.45382558 0.5516971 0.6701336 0.59498528 0.44340499] [-1.02413006] [ 0.68011126 0.7088861 0.48975298 0.5144962 0.43058902 0.46674707 0.48687152 0.56260994 0.51272587 0.46437051] [-0.60802901] [ 0.62134182 0.41865015 0.58827178 0.39178264 0.46416652 0.43962607 0.3420001 0.58792643 0.41807112 0.41532088] [-0.77096275] [ 0.66179153 0.31655195 0.67563156 0.30853645 0.48671786 0.41732828 0.50487884 0.64092387 0.40146163 0.3374452 ] [ 0.06269337] [ 0.38215604 0.7221237 0.28286788 0.69523249 0.3793311 0.75847339 0.42751335 0.51738136 0.46409351 0.59854516] [ 2.73992844] [ 0.7068275 0.49768778 0.53214157 0.41657855 0.2908775 0.26480783 0.40403325 0.77689105 0.45760627 0.26467632] [-0.28486346] [ 0.57264328 0.46533211 0.55033652 0.33749978 0.39015806 0.31251583 0.47803976 0.63580481 0.59943304 0.34731907] [-0.23392963] [ 0.34540715 0.74041952 0.32293725 0.64737525 0.40240009 0.55122375 0.37275753 0.51803599 0.52001197 0.66423117] [ 0.31063235] [ 0.44627386 0.38687728 0.5581673 0.37521176 0.45438427 0.54348076 0.34850932 0.45161853 0.39315046 0.37660971] [ 0.0704459] [ 0.61587047 0.69419052 0.51673892 0.55221878 0.39497544 0.38104235 0.43389619 0.75915198 0.58725082 0.4174836 ] [-0.20359931] [ 0.45180007 0.32511848 0.65349256 0.30749492 0.6193386 0.6083779 0.40610095 0.57796662 0.41855426 0.43405213] [ 1.35550463] [ 0.70173298 0.53660577 0.5412172 0.38272046 0.34797916 0.34162153 0.4859474 0.67222725 0.4692336 0.33552548] Progress: 22.3% ... Training loss: 0.488 ... Validation loss: 0.805[-0.42008041] [ 0.44396258 0.67553915 0.52910871 0.48994774 0.46504762 0.59331835 0.50232798 0.45440611 0.5976436 0.61633522] [ 1.45369185] [ 0.79774545 0.39152816 0.63135466 0.30384421 0.48002596 0.26067486 0.54499712 0.66828588 0.35130625 0.34268702] [ 0.23202929] [ 0.38594088 0.54262546 0.61203156 0.48202849 0.49893698 0.53281226 0.3694871 0.4298615 0.53012666 0.47832665] [ 0.50550561] [ 0.77171927 0.61722523 0.59816692 0.39388351 0.39356398 0.27883016 0.55384156 0.76070078 0.62598022 0.28771019] [ 1.06249029] [ 0.54171944 0.61869542 0.53533041 0.44381467 0.31021614 0.44049109 0.57414865 0.78212324 0.5099101 0.35202322] [ 1.17704967] [ 0.57636275 0.51743127 0.45931784 0.65447108 0.39946492 0.54448588 0.55075388 0.69762712 0.41374654 0.36289939] [-0.14335307] [ 0.83756516 0.55097949 0.62306275 0.34471984 0.44945163 0.31316501 0.48655317 0.71821173 0.56439765 0.31332278] [ 0.30992604] [ 0.79772904 0.33533306 0.65430708 0.18828228 0.43801707 0.24911831 0.50643795 0.62955101 0.44078451 0.24621 ] [-0.45987242] [ 0.5343967 0.69023759 0.46935781 0.42930204 0.46542638 0.52537527 0.42252709 0.52972456 0.53559311 0.63885861] [ 0.25222456] [ 0.45467362 0.63166187 0.39787495 0.62642185 0.29670653 0.470312 0.40571607 0.59724616 0.63237905 0.40058103] [-0.35748994] [ 0.5739939 0.51931054 0.49686756 0.34799053 0.41305152 0.43277545 0.42983056 0.61001337 0.41642972 0.43537617] [ 0.38191448] [ 0.16347159 0.49532012 0.52146167 0.54615377 0.62352151 0.79098295 0.43132568 0.33108939 0.50274404 0.6731532 ] [-0.33362599] [ 0.59805964 0.79845065 0.51168114 0.45080915 0.41910456 0.57967511 0.52815265 0.59851986 0.64250625 0.61941681] [ 0.13407388] [ 0.41392936 0.64295054 0.49458722 0.67862717 0.48281772 0.63157285 0.38552279 0.46532581 0.52194059 0.55564842] [ 0.18007787] [ 0.39156126 0.62431568 0.45779852 0.57414478 0.33728781 0.4493353 0.46494419 0.59536386 0.53753712 0.51521953] [ 0.11777853] [ 0.30438536 0.66924719 0.51085182 0.58196546 0.50196506 0.73236053 0.44746546 0.39037262 0.52907151 0.68101125] [ 0.00071211] [ 0.62559723 0.64293444 0.58268263 0.48273923 0.39083029 0.39069468 0.55908805 0.61607302 0.5438965 0.41436394] [-0.19795362] [ 0.50913619 0.63027262 0.6682296 0.39428502 0.6012365 0.49293563 0.43739788 0.51862742 0.56584728 0.59628641] [-0.23255306] [ 0.61430183 0.46319974 0.59292079 0.22787074 0.46219921 0.43510239 0.4920321 0.71953704 0.52367491 0.37364773] [-0.37325011] [ 0.72822034 0.60555284 0.61897691 0.28754498 0.42733333 0.31435417 0.58032279 0.75176806 0.52262395 0.3593968 ] [-1.02878822] [ 0.48789135 0.77217435 0.31805085 0.64831274 0.32474793 0.41829752 0.512171 0.6074167 0.56943755 0.38951982] [-0.45325247] [ 0.75703722 0.61152736 0.55704877 0.37726775 0.31515467 0.21327426 0.47805123 0.69490645 0.62006103 0.29897548] [ 0.37914521] [ 0.34000973 0.65698093 0.38064349 0.62902822 0.40346418 0.46275921 0.42901206 0.54897437 0.68468917 0.41380169] [-0.39974414] [ 0.68455922 0.5788767 0.49933738 0.44568821 0.37786049 0.24743904 0.41068163 0.62590241 0.45996885 0.54924511] [-0.8273284] [ 0.74286733 0.57465045 0.54784607 0.44699568 0.26040162 0.3442977 0.44490972 0.66370784 0.60669646 0.40674706] [-0.63667814] [ 0.44423206 0.66774591 0.46643066 0.59517189 0.47350027 0.56354179 0.4368947 0.512684 0.63681207 0.48604639] [ 0.55788754] [ 0.86635559 0.69022457 0.61514783 0.25096855 0.31275224 0.25705251 0.59697378 0.71908788 0.5770598 0.29001958] [-0.03515661] [ 0.65373719 0.71801995 0.50268975 0.63089627 0.41091533 0.30762707 0.49139273 0.70399945 0.59124624 0.50756812] [ 0.49513931] [ 0.554636 0.4042592 0.61749738 0.36547088 0.44424811 0.4581839 0.4521128 0.55889377 0.43048544 0.36137469] [-0.51558426] [ 0.324204 0.25976989 0.71576541 0.40934979 0.50323351 0.56929298 0.43935582 0.3271752 0.30289293 0.33556066] [-0.01547933] [ 0.31841979 0.60121588 0.40860782 0.55899604 0.46478726 0.59986809 0.35642492 0.3491281 0.35960251 0.6132135 ] [ 0.0702385] [ 0.22112542 0.36689368 0.48353795 0.73301992 0.43170652 0.58744143 0.32910538 0.40065481 0.39166112 0.52113567] [ 0.27502958] [ 0.35545577 0.64956548 0.34997469 0.71566243 0.39863508 0.62340021 0.4440743 0.54496113 0.54676507 0.5667787 ] [-0.53079681] [ 0.40687432 0.56402172 0.43070626 0.64223467 0.45214548 0.44124772 0.41544946 0.42485754 0.56339112 0.36557723] [ 0.80471753] [ 0.36655462 0.46884632 0.57183945 0.61547617 0.39492525 0.61840032 0.39441054 0.48717585 0.58629303 0.42087573] [-0.34116012] [ 0.43259957 0.73739646 0.41677281 0.60190971 0.32568322 0.72931986 0.42786148 0.66962342 0.54802998 0.57777068] [ 2.25455737] [ 0.78250145 0.49185532 0.53205148 0.22419152 0.26123989 0.14822027 0.58153637 0.6817261 0.60793485 0.17642801] [ 0.43069853] [ 0.50596089 0.80175897 0.42176827 0.56160447 0.33099655 0.40455614 0.53773042 0.58978989 0.67479823 0.68364921] [-0.38978111] [ 0.75527223 0.68546965 0.4270641 0.34091419 0.23246631 0.24339594 0.60132474 0.77762589 0.60505193 0.20814967] [ 0.298402] [ 0.25193458 0.40217667 0.64201862 0.60374692 0.56867021 0.73977258 0.40679999 0.32781897 0.35286222 0.69647302] [ 0.52771566] [ 0.60576652 0.46818861 0.64916717 0.37313038 0.34167993 0.3768635 0.50360634 0.68098301 0.45704893 0.31804954] [-0.13631597] [ 0.68402549 0.60213659 0.4914235 0.44626881 0.43476157 0.35805912 0.50702481 0.6131628 0.49278829 0.52313729] [-0.0562299] [ 0.24875351 0.50528955 0.45752041 0.41234503 0.49733269 0.59820155 0.4317871 0.38151354 0.51426168 0.44547809] [ 0.35170857] [ 0.34559583 0.55696673 0.55670555 0.53608332 0.55411291 0.63772641 0.32480672 0.45436241 0.52193167 0.63098594] [-0.72972725] [ 0.48947253 0.61429843 0.50761845 0.63865978 0.48803946 0.53567761 0.4937706 0.584071 0.62080704 0.40086587] [-0.97483698] [ 0.51115826 0.73764242 0.33712497 0.59636996 0.30754004 0.29621212 0.38217974 0.57833195 0.63431829 0.47806844] [ 0.01795733] [ 0.55173138 0.51904784 0.57351811 0.39627766 0.43460418 0.37946692 0.46721676 0.55470066 0.47794833 0.45114074] [-0.4039686] [ 0.45951775 0.58137251 0.43312339 0.52471029 0.34006931 0.3587598 0.35869063 0.48105547 0.53251228 0.35848528] [-0.46585584] [ 0.49616104 0.62245631 0.42407642 0.49150987 0.45723435 0.59606594 0.30000306 0.57858063 0.42853609 0.62385794] [-0.48243957] [ 0.33890148 0.37169978 0.54699915 0.47714988 0.52064931 0.63757894 0.458291 0.52512494 0.43978881 0.44105302] [ 0.9386286] [ 0.75914263 0.56744132 0.5905166 0.58624229 0.4604995 0.31563464 0.49841803 0.64958993 0.54214439 0.32886894] [-0.09887724] [ 0.56724852 0.54972051 0.45287452 0.47461498 0.37693732 0.64315009 0.49384611 0.59300705 0.4440164 0.47969869] [-0.2066232] [ 0.49474755 0.57228194 0.46852275 0.56263474 0.37834965 0.36214809 0.42737084 0.49860463 0.52324812 0.30491348] [-0.49859318] [ 0.73864729 0.60364854 0.5409487 0.23913541 0.33968541 0.30066622 0.49563087 0.64110143 0.46601047 0.39729408] [-0.71672866] [ 0.52884472 0.40556196 0.61773803 0.33224413 0.52886885 0.59651454 0.37123433 0.56593728 0.38494337 0.50395216] [ 1.3915771] [ 0.54059554 0.76228085 0.39865412 0.50730978 0.39308009 0.35542519 0.4700879 0.55825551 0.67534808 0.44184168] [ 0.16428921] [ 0.78534267 0.58708081 0.50133743 0.280855 0.32925665 0.15581429 0.467887 0.68578613 0.57134495 0.24595253] [ 0.96409409] [ 0.8168984 0.53119075 0.61342488 0.19452917 0.40256893 0.19624808 0.65345326 0.72710275 0.59904782 0.21428543] [-1.42156057] [ 0.73545449 0.37097937 0.67570067 0.15110969 0.54085514 0.32346955 0.63651248 0.74467892 0.37430541 0.31317905] [ 0.12143603] [ 0.28732615 0.4617738 0.49898519 0.68541639 0.43220118 0.64869388 0.44266961 0.43660091 0.47984007 0.37907962] [-0.42283711] [ 0.44969562 0.64289883 0.39473545 0.56512347 0.30493466 0.52331675 0.45985693 0.74691226 0.5477781 0.40379514] [-0.42294295] [ 0.68350373 0.58553911 0.45612288 0.36968551 0.28526609 0.41088485 0.47841322 0.57769884 0.49811679 0.40544995] [-0.63521683] [ 0.57587894 0.24355258 0.74689997 0.21913087 0.57741922 0.34353638 0.50284649 0.53493138 0.25627146 0.37287424] [-0.44649812] [ 0.61680887 0.61559636 0.55467558 0.43631939 0.39003808 0.39514108 0.50321108 0.72316223 0.55398699 0.503212 ] [-0.29105676] [ 0.48682308 0.56194799 0.48118259 0.34262732 0.42226398 0.59299402 0.52945885 0.61870448 0.40440926 0.44390754] [ 0.56364087] [ 0.33569705 0.71858928 0.42946339 0.62748712 0.52181072 0.73304335 0.40191526 0.46377762 0.4973769 0.61505565] [ 2.81172192] [ 0.70576051 0.49772847 0.53182439 0.41710333 0.29176496 0.26759254 0.40354904 0.77498595 0.45712665 0.26628933] [-0.50773554] [ 0.6757837 0.69760653 0.41387711 0.39751111 0.30975317 0.36538213 0.47110535 0.61479384 0.59926782 0.40992643] [ 0.1261014] [ 0.49557035 0.41414045 0.69051643 0.39903002 0.48889108 0.46175269 0.3767114 0.42875621 0.45033199 0.38086321] [-0.25398609] [ 0.32283369 0.63380233 0.50749617 0.52536598 0.46138514 0.56531592 0.43433193 0.39194098 0.54392453 0.5406956 ] [-0.21681435] [ 0.7919086 0.68435846 0.4693559 0.33676875 0.31933837 0.23252524 0.42898225 0.73950778 0.58909607 0.38978999] [ 0.1311547] [ 0.23173231 0.4580887 0.54341361 0.49051123 0.55406925 0.73014692 0.3849085 0.35678618 0.4184267 0.62716602] [-0.32472264] [ 0.58080613 0.7538482 0.46085621 0.36779537 0.48497895 0.6646069 0.39830312 0.61982641 0.54732457 0.64446841] [ 0.0621] [ 0.72270746 0.64486225 0.53360239 0.3802486 0.40749517 0.39746966 0.50684487 0.71405746 0.58860076 0.44938857] [-0.18425234] [ 0.35378772 0.59864363 0.46223021 0.61429705 0.31997775 0.48697584 0.3702804 0.47923363 0.50980576 0.48673073] [-0.08196789] [ 0.51797213 0.63719757 0.47158114 0.29325861 0.31526277 0.37502886 0.54902399 0.55168109 0.52819052 0.41149212] [-0.08237506] [ 0.62470072 0.6252919 0.45842272 0.53441915 0.4560532 0.36096113 0.45809261 0.70861931 0.51893689 0.42158362] [ 0.28019422] [ 0.5057401 0.80000364 0.4462739 0.71421821 0.41686814 0.48690644 0.46939382 0.64369758 0.63417789 0.6876014 ] [ 1.45674695] [ 0.61564667 0.47541306 0.5492545 0.43666389 0.30191961 0.22626375 0.42343993 0.69842365 0.38914389 0.30128022] [ 0.18000991] [ 0.35857406 0.62791871 0.31165438 0.55288731 0.48632983 0.71645761 0.39926712 0.60729248 0.47302556 0.61059528] [-0.29301976] [ 0.43231198 0.31194521 0.63102997 0.41017619 0.44463247 0.34178617 0.45072037 0.47812393 0.36287797 0.25993112] [ 0.31998175] [ 0.55163865 0.67552228 0.52035743 0.52537964 0.43129047 0.38601272 0.41603111 0.50845547 0.63253204 0.49020492] [-0.03951966] [ 0.72688592 0.43114107 0.61510205 0.3862713 0.48385742 0.31428108 0.47749354 0.67502178 0.42705687 0.45031111] [-0.43750261] [ 0.33858968 0.48173752 0.48548896 0.58269073 0.47330193 0.52361759 0.42457971 0.41481644 0.4839805 0.46268515] [-0.27141949] [ 0.42840622 0.69035009 0.36445927 0.47892917 0.41683873 0.65761776 0.33928604 0.52386377 0.45342235 0.65136181] [ 0.80459495] [ 0.66203097 0.29408918 0.67181707 0.2342017 0.4474505 0.37551239 0.45795616 0.62443777 0.35298745 0.29465767] [-0.4452879] [ 0.50355652 0.48254544 0.53867359 0.35402644 0.4591555 0.47366615 0.39879509 0.41486929 0.37611074 0.41652213] [-0.06561138] [ 0.51627271 0.65061377 0.44913252 0.49846596 0.38284912 0.64406015 0.5110211 0.75893575 0.58511824 0.44613847] [-0.17657334] [ 0.25563638 0.42714161 0.61881237 0.52086626 0.44785188 0.69583031 0.41534332 0.39501606 0.47507513 0.52092097] [-0.76588914] [ 0.60191867 0.69309217 0.47287727 0.45014013 0.39381214 0.50581653 0.51469388 0.6496619 0.54618498 0.49386917] [-0.21440406] [ 0.38559416 0.4755193 0.55498764 0.38464288 0.45230159 0.53481555 0.48655765 0.40605079 0.53699061 0.43656615] [-0.10006474] [ 0.31873333 0.62681672 0.38042686 0.67101393 0.41893148 0.60231472 0.47324635 0.53544917 0.5416938 0.4450278 ] [ 0.74751642] [ 0.71217834 0.51536332 0.58768777 0.31909512 0.28526361 0.19044927 0.49958653 0.63707181 0.4828301 0.24771699] [ 1.54298424] [ 0.57958445 0.70221248 0.46906926 0.5434106 0.33127978 0.3483738 0.43147158 0.59822007 0.53707435 0.54469359] [ 0.4708675] [ 0.7904998 0.60416157 0.51615353 0.32644551 0.23477999 0.17187663 0.48877174 0.69148777 0.60283458 0.24983344] [-0.0222592] [ 0.42690652 0.63276532 0.42297148 0.73164502 0.3977175 0.6759282 0.38487973 0.53983936 0.4220516 0.71142464] [-0.57223776] [ 0.6594677 0.6547044 0.48265777 0.43711543 0.39501728 0.32366638 0.48575912 0.5901884 0.61179861 0.40125036] [ 0.75609749] [ 0.49807178 0.62289383 0.36341072 0.59462829 0.37532317 0.45569978 0.45983481 0.55132066 0.57337094 0.38669008] [-0.11778595] [ 0.77758451 0.69696787 0.50791157 0.27073996 0.38929459 0.39183234 0.59226029 0.70723569 0.57684459 0.37583682] [ 0.45280985] [ 0.51070504 0.55406527 0.49069594 0.5227681 0.40047792 0.50839802 0.43292055 0.69154513 0.5613422 0.5105922 ] [ 0.5246679] [ 0.6222795 0.39932752 0.63750217 0.3139319 0.52860753 0.34022118 0.42742002 0.57952701 0.40657627 0.44880559] [ 0.57959331] [ 0.53857173 0.72566158 0.33157119 0.59184198 0.25862513 0.43538681 0.35325534 0.50327042 0.56717775 0.44965736] [ 0.08320318] [ 0.53482187 0.59920668 0.54370649 0.39274496 0.41362115 0.45326738 0.45852648 0.53584639 0.60701555 0.43072976] [-0.248708] [ 0.26149142 0.55747898 0.38612529 0.51047661 0.53176856 0.53126647 0.39896466 0.34098251 0.39241721 0.47269115] [-1.16576896] [ 0.88550485 0.64451089 0.61155121 0.30405421 0.34789223 0.3727614 0.54298635 0.80633963 0.55741549 0.35486668] [ 1.35674912] [ 0.55786723 0.70641236 0.38140751 0.51036955 0.23587983 0.36287937 0.45135698 0.61148183 0.50252016 0.33711823] [-0.04502785] [ 0.49680878 0.43597614 0.51598815 0.37213253 0.45109957 0.48831316 0.3976425 0.55469726 0.34843784 0.45105393] [ 2.24560812] [ 0.61323277 0.7338775 0.41603233 0.63260648 0.44948074 0.34448076 0.51286082 0.61709906 0.72921809 0.29860452] [-0.09995081] [ 0.33741079 0.54297762 0.4914275 0.48620859 0.44344966 0.54091262 0.38939976 0.42840873 0.42599378 0.48020097] [-0.10655438] [ 0.42603296 0.53646074 0.45848734 0.51007345 0.31977102 0.41114745 0.44436702 0.53238492 0.51629867 0.41745966] [-0.93328767] [ 0.68849886 0.53286775 0.53235338 0.44836111 0.52902956 0.24952636 0.47858816 0.65078081 0.50778293 0.38597754] [ 0.15647315] [ 0.38460153 0.64898687 0.38745524 0.66056323 0.29327516 0.53923193 0.38601318 0.4125161 0.58616046 0.50887572] [-0.18802642] [ 0.40818089 0.58731668 0.4809907 0.5146027 0.50077219 0.47014775 0.46262769 0.526705 0.5090732 0.49555361] [ 0.15664211] [ 0.64084283 0.45078867 0.57086214 0.51188255 0.51112184 0.41237403 0.52929568 0.52743358 0.38809264 0.39340886] [-0.2835937] [ 0.65629397 0.7333363 0.48578573 0.44325784 0.4138678 0.44725358 0.51062537 0.67374691 0.58925133 0.49130161] [-0.83991319] [ 0.55546317 0.63918034 0.45470952 0.55585783 0.28201869 0.51627071 0.37437993 0.52702049 0.59845187 0.46360592] [-0.59923894] [ 0.39871444 0.54752723 0.50614579 0.46997363 0.47274637 0.57970558 0.55226858 0.61680726 0.34963629 0.40983459] [-0.95625408] [ 0.83960898 0.51097964 0.58753544 0.35603601 0.33653705 0.21904157 0.52018684 0.5930684 0.50136377 0.33981443] [ 0.15119682] [ 0.70137776 0.57462864 0.40794949 0.46373738 0.26354541 0.4396584 0.36947597 0.60143681 0.4705985 0.36338854] [-0.16773702] [ 0.40451733 0.53648136 0.53143343 0.54853534 0.59030495 0.63329522 0.40389174 0.52226727 0.36530896 0.65206907] [-0.2252343] [ 0.69702766 0.61744936 0.52539813 0.42803852 0.43579216 0.27491202 0.5991347 0.678758 0.47152646 0.48361352] [ 0.20806636] [ 0.52020617 0.63206829 0.42132624 0.44151149 0.43261902 0.65721808 0.49724251 0.57414877 0.44176623 0.58034274] [-0.26870988] [ 0.53934687 0.49788337 0.6768973 0.32703262 0.65997908 0.3707658 0.48457117 0.47748169 0.50432675 0.56440282] [-0.23107747] [ 0.5809183 0.61029295 0.47649272 0.37817629 0.36030882 0.37585519 0.51943114 0.50624416 0.54059688 0.52157453] [ 2.71812856] [ 0.84142062 0.38893552 0.65917009 0.14555172 0.36719007 0.23162988 0.55258325 0.7413297 0.47662837 0.24712898] [-0.64072506] [ 0.72490422 0.3398393 0.66064031 0.3259249 0.4655475 0.26868774 0.46109073 0.55848887 0.40749762 0.35369535] [-0.03746583] [ 0.46235931 0.36954124 0.66354115 0.37892772 0.58045559 0.56484482 0.4251695 0.57074157 0.47241516 0.45665214] [-0.11038446] [ 0.29687707 0.55310458 0.46664704 0.71297952 0.36810172 0.73957549 0.37603743 0.45994365 0.41509126 0.50413159] Progress: 22.6% ... Training loss: 0.481 ... Validation loss: 0.780[-0.06594128] [ 0.61149032 0.61992765 0.51788512 0.4761311 0.35656002 0.44634598 0.48142515 0.7321093 0.59533523 0.45556425] [-0.78773558] [ 0.59205843 0.60155383 0.52939557 0.5722662 0.39441492 0.49403666 0.47722962 0.43695519 0.55088882 0.46357276] [ 2.4339683] [ 0.4157547 0.74090524 0.38003711 0.63996517 0.35451038 0.52874864 0.39956735 0.62885723 0.67430183 0.51033628] [-0.83138422] [ 0.68782897 0.65823538 0.49049754 0.41732394 0.27926311 0.38609386 0.42837409 0.68713571 0.54590824 0.45867521] [-0.28824635] [ 0.78603864 0.61702554 0.52349622 0.42039966 0.2422711 0.19150763 0.55792451 0.67547821 0.61439014 0.28157526] [ 0.1753237] [ 0.28197913 0.5869057 0.51164415 0.42668697 0.49717517 0.73671396 0.3999751 0.35085981 0.43679164 0.65318712] [ 0.19007257] [ 0.41137179 0.69490415 0.51549671 0.48684948 0.41965471 0.60203865 0.44692044 0.49270413 0.48654847 0.62026037] [ 0.11916071] [ 0.55905057 0.45078547 0.46806276 0.2763772 0.34781341 0.36298469 0.49752978 0.65569179 0.49319691 0.25484445] [ 1.13655474] [ 0.42418381 0.70139368 0.42775862 0.6411029 0.30277305 0.41258887 0.276469 0.56505118 0.65000291 0.48474504] [-0.06501245] [ 0.38904222 0.72475344 0.37066428 0.67676358 0.27378695 0.48433418 0.37289066 0.59552268 0.55669839 0.56959222] [-0.29311039] [ 0.4346389 0.62272215 0.33240952 0.68059389 0.27592516 0.48873319 0.33554441 0.53174118 0.58498314 0.41810356] [ 0.15423292] [ 0.62212652 0.35564805 0.59464568 0.31215865 0.39927024 0.43048702 0.54901768 0.57864804 0.49656055 0.33210497] [ 0.19267809] [ 0.23750089 0.49998689 0.50911841 0.62304041 0.54232306 0.68333612 0.37614506 0.32643933 0.25210986 0.59097494] [ 1.98484714] [ 0.70434549 0.49905152 0.55152472 0.36649598 0.25725795 0.23979636 0.46489764 0.65763454 0.40385781 0.27131336] [-0.30916162] [ 0.33621685 0.43039935 0.66358958 0.51801145 0.50357682 0.64491635 0.41466435 0.35598329 0.41925409 0.48394109] [-0.83731635] [ 0.54297417 0.78916805 0.32198821 0.52985318 0.34527974 0.4311804 0.45396676 0.63999738 0.60988078 0.56636892] [-0.95729691] [ 0.76117605 0.35543355 0.68261373 0.29171469 0.47841524 0.24890379 0.52486585 0.5957853 0.34819716 0.46665025] [ 0.50198707] [ 0.29424326 0.6839154 0.3599895 0.73806968 0.30320302 0.49546357 0.47681601 0.47086884 0.59158109 0.49754135] [-0.27711025] [ 0.52120214 0.38852351 0.56042595 0.37778378 0.45354088 0.36652228 0.44001251 0.64532467 0.43450019 0.34957647] [-0.09054537] [ 0.52196019 0.55058227 0.59150619 0.65015763 0.46895099 0.49376256 0.41782799 0.51695164 0.59965791 0.43423411] [ 0.09563101] [ 0.28573467 0.59008793 0.35591686 0.69767324 0.31777194 0.58800286 0.45322657 0.64242462 0.54436716 0.42699704] [-0.85069949] [ 0.48839028 0.57085095 0.47286964 0.43208258 0.43267942 0.54183249 0.51731244 0.69927247 0.60059846 0.57937261] [-1.14490279] [ 0.70945665 0.62345698 0.51536012 0.35740219 0.50489263 0.40819302 0.45520895 0.60966824 0.41983445 0.4791939 ] [ 2.49852867] [ 0.79841992 0.50171261 0.57437759 0.23492574 0.29406676 0.12258861 0.51872058 0.74109045 0.45047963 0.29124462] [ 1.93286114] [ 0.72863144 0.71811025 0.52184475 0.42198139 0.35774468 0.35444343 0.48560931 0.69979786 0.66038383 0.43224261] [-0.53437833] [ 0.58386292 0.66529809 0.51793606 0.52823661 0.40503483 0.46210818 0.44454823 0.59971429 0.54253334 0.46173349] [-0.21345941] [ 0.39836783 0.75279043 0.43256394 0.73217806 0.52654614 0.621208 0.44579521 0.49346022 0.64250111 0.67716752] [ 0.06088551] [ 0.54638997 0.69073879 0.48873689 0.34978637 0.42944425 0.3590651 0.46258598 0.50543944 0.61028084 0.43639486] [ 1.66796175] [ 0.87208956 0.47241086 0.61966617 0.21767162 0.41253742 0.20095316 0.62513454 0.75033897 0.48351638 0.22052713] [-0.28673615] [ 0.7514788 0.60263244 0.57674767 0.40448317 0.31876301 0.28210218 0.42152672 0.54240761 0.58248314 0.35946659] [ 0.4187616] [ 0.38227164 0.72568225 0.39736177 0.69330837 0.25019626 0.50751033 0.44522722 0.58222668 0.58439693 0.57485196] [-0.04593044] [ 0.36984827 0.63498261 0.5044566 0.58090562 0.43847332 0.72686596 0.34266837 0.47654541 0.46583477 0.693686 ] [-0.29323695] [ 0.80979891 0.67098698 0.5424423 0.41940621 0.33975115 0.46548595 0.49791539 0.7460727 0.65645441 0.38120533] [ 0.33639766] [ 0.46528083 0.57118171 0.41286786 0.52476534 0.36669507 0.24514708 0.41333461 0.53497051 0.55608666 0.38568782] [ 0.98031953] [ 0.50812628 0.65418729 0.40619559 0.5346039 0.28808142 0.26830356 0.41799759 0.56350657 0.59992489 0.34360377] [-0.40604624] [ 0.38106192 0.7446053 0.4058299 0.73741963 0.30133181 0.55673762 0.3402236 0.39087471 0.6167002 0.53333352] [ 0.66922971] [ 0.73714854 0.53251114 0.54856172 0.40905383 0.47053988 0.33568447 0.53950018 0.74641889 0.475011 0.40525719] [-0.47906661] [ 0.4658538 0.70690253 0.40587441 0.61339899 0.34361148 0.45510104 0.34317298 0.55091776 0.52689502 0.64828217] [-0.61366554] [ 0.60985671 0.48220589 0.61914172 0.38349821 0.45696562 0.49043467 0.55119681 0.62560864 0.37156936 0.39205874] [-0.32447423] [ 0.42994234 0.65779101 0.359846 0.53406666 0.36047028 0.42481466 0.4100923 0.56094248 0.57803817 0.48803482] [-0.67613623] [ 0.52197269 0.48194909 0.53294554 0.47755193 0.45849629 0.57826345 0.39639217 0.65289082 0.45068836 0.55885088] [ 0.02378006] [ 0.24881597 0.20915986 0.71445086 0.40823386 0.60485511 0.69387765 0.41069408 0.24653142 0.23788319 0.49156159] [ 0.60556871] [ 0.62185798 0.7430749 0.4403364 0.46304345 0.22499605 0.36913074 0.49766085 0.75871901 0.64122775 0.3646017 ] [-0.49558616] [ 0.43795554 0.70239135 0.34714173 0.70081981 0.37714787 0.45732686 0.41947909 0.31165752 0.54812084 0.50887965] [-0.95378103] [ 0.5366111 0.36555352 0.63610693 0.34722254 0.53234297 0.43134548 0.49411201 0.57416825 0.43678837 0.40306305] [-0.25709258] [ 0.34135551 0.30680004 0.71281815 0.39572515 0.49114074 0.61199677 0.43486449 0.35932383 0.3487905 0.46814579] [ 0.38359301] [ 0.32349036 0.68076375 0.41262018 0.64424299 0.45746639 0.53088484 0.32888767 0.48616007 0.6849817 0.50875818] [-0.62081863] [ 0.38759946 0.56844167 0.44750509 0.64451388 0.35098914 0.52479817 0.41105103 0.45790152 0.42583836 0.39064072] [ 0.03623048] [ 0.52628775 0.58852488 0.51333235 0.58501435 0.27463769 0.39354056 0.45845152 0.4953803 0.51258292 0.45457048] [-0.62011555] [ 0.600214 0.66762689 0.46747876 0.64071095 0.23040455 0.39264971 0.33085663 0.4773737 0.52058552 0.40552195] [ 0.24877642] [ 0.29901644 0.68976855 0.4297298 0.60100172 0.54362446 0.75785549 0.32617502 0.41058303 0.45116486 0.7661316 ] [ 0.06085884] [ 0.3135447 0.475411 0.53414736 0.59519075 0.45224794 0.67279602 0.33933676 0.3737321 0.433408 0.5637715 ] [-1.03709713] [ 0.62344769 0.6817833 0.56079634 0.41324695 0.42148438 0.46694921 0.51159138 0.57369766 0.47476388 0.45568062] [ 0.28980104] [ 0.20173199 0.59495954 0.43671232 0.65979599 0.43458133 0.66509342 0.3154771 0.45172852 0.5237039 0.62594846] [-0.46574517] [ 0.52952099 0.36282285 0.67852474 0.38731229 0.5072925 0.4608369 0.44928147 0.47145499 0.33523697 0.60412182] [-0.14631813] [ 0.62911589 0.6406293 0.56875665 0.56452216 0.41918878 0.49605865 0.60348285 0.61862391 0.56424385 0.47644228] [-0.72199399] [ 0.65073749 0.5430051 0.61558579 0.31547912 0.43652976 0.42553366 0.43840864 0.64741774 0.58325278 0.42425571] [ 0.08510805] [ 0.32869311 0.51625901 0.49586418 0.68542878 0.48969879 0.63734178 0.4432816 0.43551753 0.51184036 0.55051453] [-0.2547582] [ 0.36988249 0.70837269 0.36840921 0.61961632 0.45941418 0.47121062 0.44474257 0.35022651 0.52247908 0.68850761] [ 0.80871905] [ 0.74076556 0.56676528 0.5579585 0.32185063 0.31428354 0.1498828 0.48412127 0.75890104 0.51928445 0.23694034] [-0.40254612] [ 0.42893205 0.70900981 0.37924141 0.62535137 0.31737221 0.56562626 0.43855198 0.69108142 0.53543028 0.51997006] [-0.09817319] [ 0.37131209 0.61500791 0.4371343 0.41271019 0.39932369 0.52757073 0.35078669 0.38519721 0.5073737 0.50633475] [ 0.75362722] [ 0.56761025 0.6544185 0.52467185 0.63212631 0.4444236 0.46457997 0.43012661 0.62362053 0.55344413 0.58224086] [-0.52231231] [ 0.33956262 0.44932453 0.58237639 0.43802812 0.53349047 0.46455495 0.41438497 0.3602902 0.41662641 0.40724015] [-0.91761078] [ 0.40757412 0.47575131 0.43475582 0.42778187 0.46526631 0.44325486 0.47792269 0.47315822 0.39483144 0.35131587] [-0.30249985] [ 0.5219708 0.40452187 0.61629446 0.42717916 0.49272894 0.54054445 0.45345597 0.59261856 0.35650012 0.39390228] [ 0.29725197] [ 0.34250326 0.71815296 0.32102388 0.59772009 0.32335075 0.64505703 0.4459242 0.51822122 0.54816336 0.46942072] [-0.56149808] [ 0.47242155 0.66643721 0.46150222 0.63734224 0.44635599 0.48673347 0.46211109 0.54104202 0.64331376 0.41399489] [-0.7133417] [ 0.54372761 0.48999552 0.52383763 0.43288923 0.34584374 0.25879905 0.58864372 0.65111717 0.49233246 0.22118843] [ 0.68889305] [ 0.49262029 0.64970008 0.51973594 0.45477349 0.38380131 0.56327597 0.51454711 0.65251985 0.41871761 0.4847337 ] [-0.63326465] [ 0.51669981 0.64420146 0.52398378 0.68341806 0.47932096 0.56533492 0.39472063 0.52249176 0.60187046 0.47521303] [ 0.54754888] [ 0.54843063 0.58652179 0.48740067 0.54077418 0.27464356 0.30804794 0.48280576 0.63428897 0.50828473 0.3757851 ] [-0.72431736] [ 0.5732197 0.63576218 0.36862195 0.68251623 0.36641208 0.38505068 0.36646201 0.52001093 0.5235312 0.56337263] [-0.25806671] [ 0.34415982 0.50462026 0.57456231 0.4502218 0.4577273 0.63441414 0.4119067 0.39925039 0.47679818 0.55102043] [ 0.01970775] [ 0.31964318 0.54274824 0.37006752 0.62903533 0.42050874 0.74548327 0.3505967 0.65276351 0.57464056 0.51756076] [ 0.43749876] [ 0.31426633 0.46507199 0.61332082 0.55374606 0.43883057 0.58334796 0.40464292 0.49880097 0.37899806 0.61180981] [-0.42677491] [ 0.35577573 0.3670648 0.54039676 0.51356449 0.53224263 0.35982367 0.46975236 0.42055211 0.33912964 0.56269472] [ 1.03876888] [ 0.68458304 0.43214485 0.59981071 0.34530309 0.37940544 0.3270775 0.39786084 0.54975425 0.46767779 0.3538801 ] [ 0.50526746] [ 0.57341876 0.52420688 0.59432519 0.39385501 0.4431711 0.35059991 0.42021164 0.47637861 0.44998914 0.45004558] [ 0.21076209] [ 0.35729678 0.66620049 0.47296544 0.65417594 0.32298369 0.56984764 0.50389899 0.60279397 0.50810926 0.49316248] [-0.30550866] [ 0.50536996 0.42453381 0.5711823 0.37239279 0.3889132 0.54465942 0.45811836 0.54190367 0.41313268 0.37992685] [ 0.39331576] [ 0.80565293 0.58190717 0.59073925 0.33349288 0.38469684 0.2053881 0.6058567 0.61976079 0.60267722 0.30392863] [ 1.09129877] [ 0.54591609 0.32110773 0.67220868 0.44304411 0.41092223 0.48032877 0.4137977 0.51049012 0.44264408 0.33529107] [ 0.09587854] [ 0.52830827 0.57961947 0.44537117 0.41052995 0.39252698 0.67580932 0.45890476 0.65088222 0.39745361 0.47576508] [ 0.01464567] [ 0.24938983 0.60496384 0.45656929 0.71209531 0.4420067 0.77033425 0.44775812 0.45082266 0.51513403 0.53818794] [ 0.40388531] [ 0.35430262 0.55524129 0.56446487 0.52266233 0.54868293 0.66340353 0.38359553 0.43647355 0.42469378 0.62583269] [-1.13210557] [ 0.59550101 0.74329879 0.38371342 0.55117844 0.30339067 0.33869852 0.37305706 0.66345486 0.54089255 0.47269088] [ 0.12790138] [ 0.35848375 0.62809486 0.31136473 0.55294292 0.48681755 0.71617837 0.39877779 0.60658758 0.47239878 0.61056807] [ 0.45169588] [ 0.5723934 0.79066682 0.4016245 0.60043061 0.27000773 0.3139883 0.48192638 0.61885 0.60721441 0.62290905] [-0.14813868] [ 0.49575396 0.48514653 0.51378109 0.38481322 0.44829788 0.40164162 0.5130281 0.50457009 0.52695067 0.43861941] [-0.04107473] [ 0.52497175 0.41687613 0.59309379 0.35828996 0.52441651 0.56544213 0.48721874 0.61351434 0.42878889 0.47975196] [ 0.79270738] [ 0.43354708 0.75423991 0.32121014 0.64639248 0.33679427 0.45956224 0.52249768 0.58056638 0.62571065 0.41184669] [ 0.43301556] [ 0.57930692 0.45659744 0.56108196 0.36284558 0.43568277 0.45892032 0.41454104 0.62314794 0.5304711 0.34998807] [-0.32818467] [ 0.41927231 0.58129976 0.41691436 0.6454798 0.42294662 0.69265649 0.38296014 0.49838404 0.4313343 0.51902915] [ 0.15625934] [ 0.6340983 0.55389084 0.52904281 0.49249071 0.40376353 0.31700482 0.47714476 0.54602925 0.50682766 0.41061077] [ 0.6870898] [ 0.84923678 0.52775432 0.6939554 0.22325462 0.39591466 0.29310112 0.66120835 0.79564864 0.47230683 0.31613059] [-0.46263833] [ 0.53371776 0.59478086 0.48508723 0.59682273 0.44879386 0.51894991 0.41345219 0.57884315 0.53473801 0.42238579] [-0.59052463] [ 0.69376198 0.58772577 0.47240074 0.35248321 0.30075622 0.2123228 0.5740987 0.80479399 0.53986747 0.21040056] [ 0.21670301] [ 0.41899004 0.64094992 0.42195504 0.58865731 0.30912475 0.6549658 0.37663503 0.52565913 0.5127472 0.50904611] [-0.25392366] [ 0.51998191 0.62597408 0.51664662 0.55889739 0.51594912 0.50208924 0.46249695 0.50411094 0.57400774 0.57282745] [-0.41100724] [ 0.54578841 0.65422692 0.51503597 0.34977274 0.50602554 0.38893058 0.43616205 0.53869497 0.58544104 0.62481103] [-1.22215649] [ 0.57229001 0.53641553 0.55648644 0.47198661 0.33189569 0.35460532 0.45151783 0.66615057 0.38807068 0.2899023 ] [-0.37977904] [ 0.70680675 0.67237655 0.53469387 0.58653038 0.44810379 0.47981253 0.35034086 0.70921127 0.61753086 0.41959364] [-1.13417861] [ 0.59285704 0.56117115 0.5187289 0.52318541 0.34746192 0.38650846 0.42963773 0.43602593 0.56617383 0.37273236] [ 0.1047079] [ 0.33127104 0.73896684 0.4030278 0.63900234 0.36258369 0.6291074 0.40380999 0.54140839 0.63890555 0.54645857] [-0.47535218] [ 0.6275661 0.8198149 0.49212858 0.53023819 0.33509012 0.58287684 0.49436617 0.60992415 0.66826882 0.59627144] [-0.22615461] [ 0.34781767 0.71674542 0.53851768 0.53297225 0.43346414 0.68905281 0.3851145 0.46934519 0.54971166 0.66873475] [ 0.66922971] [ 0.73714854 0.53251114 0.54856172 0.40905383 0.47053988 0.33568447 0.53950018 0.74641889 0.475011 0.40525719] [ 0.65556306] [ 0.69097384 0.66520925 0.44611651 0.61352853 0.25901429 0.22116884 0.44569602 0.58488299 0.57208186 0.44462723] [-0.47893486] [ 0.70044185 0.37710233 0.64387008 0.24992671 0.39605533 0.50556407 0.54343854 0.70242648 0.30284402 0.32135833] [-0.85766705] [ 0.57516804 0.72681826 0.42873377 0.68470438 0.42300398 0.4789602 0.42806717 0.57901896 0.67090895 0.40282604] [-0.26254629] [ 0.62834989 0.58183074 0.57601627 0.55732733 0.41096653 0.36890354 0.53107655 0.72011824 0.54901454 0.36913207] [ 2.13595729] [ 0.52541681 0.55238087 0.48352072 0.53394061 0.39636852 0.51847093 0.3994335 0.67493742 0.56972381 0.41244179] [ 0.37905632] [ 0.6254619 0.71722974 0.45775772 0.52752079 0.2614138 0.50356272 0.40828825 0.61129233 0.54815559 0.51604874] [-0.25021471] [ 0.39578602 0.59615789 0.47714516 0.56032712 0.56731044 0.43860773 0.47161549 0.36858759 0.37887086 0.78216594] [ 0.27421787] [ 0.23544701 0.60008394 0.3621459 0.64331885 0.43323973 0.66645284 0.33690752 0.40030851 0.41524755 0.80880648] [-0.01707365] [ 0.52751685 0.33023178 0.6062725 0.26541328 0.56119976 0.52554355 0.4351615 0.58133345 0.40246015 0.389081 ] [ 2.27494462] [ 0.77623053 0.54368939 0.52911804 0.39802067 0.33740367 0.1857398 0.53295184 0.58851073 0.57798054 0.20776843] [ 0.41378485] [ 0.61558348 0.70091712 0.51248972 0.65587528 0.47744829 0.37707817 0.46056412 0.57445933 0.72638711 0.36262884] [-0.49940601] [ 0.68370579 0.60975168 0.52429017 0.33031063 0.4683515 0.44231198 0.42715081 0.64320095 0.45255042 0.4381634 ] [-0.03527455] [ 0.65999329 0.52548259 0.53307578 0.33636308 0.29072229 0.21501441 0.5231539 0.70875735 0.63029391 0.25519255] [ 0.33158182] [ 0.13334059 0.65370568 0.41308779 0.67364927 0.44536674 0.78350257 0.41389608 0.30225969 0.63010853 0.67631906] [-0.92008326] [ 0.68014648 0.50203427 0.59660665 0.39289769 0.47085521 0.4203016 0.48875703 0.57170789 0.35958803 0.41191346] [-0.28906618] [ 0.81070725 0.57401762 0.57251181 0.24414616 0.26743372 0.19670749 0.54556088 0.68307426 0.57972719 0.29907884] [-0.35156361] [ 0.53441767 0.61931127 0.42746392 0.51648174 0.31140314 0.28097955 0.42757218 0.68365608 0.50237348 0.27691878] [-0.85704698] [ 0.70661043 0.41490768 0.59357206 0.39809792 0.40156721 0.36818994 0.42971622 0.74295217 0.42742936 0.24327607] [-0.04522882] [ 0.4855925 0.56316759 0.5021256 0.49224463 0.41069218 0.42880484 0.50343551 0.64829344 0.56582316 0.47057908] [-0.1017198] [ 0.51818842 0.67400074 0.48642036 0.62192655 0.30090888 0.46877898 0.40338058 0.49103173 0.48756677 0.5970966 ] Progress: 22.9% ... Training loss: 0.479 ... Validation loss: 0.775[-0.21131623] [ 0.3789616 0.70505103 0.36702697 0.59123466 0.42952018 0.62467889 0.42895062 0.40073448 0.5502512 0.63490179] [-0.55447578] [ 0.44158348 0.66953505 0.43931977 0.56524755 0.33783644 0.4046547 0.37080208 0.5350213 0.61335239 0.45807273] [-0.28577775] [ 0.4326925 0.27195446 0.66675373 0.3599789 0.65149441 0.6158321 0.41312063 0.32899939 0.19270919 0.55139495] [ 0.13974428] [ 0.23768818 0.45835403 0.58568968 0.54767478 0.48943485 0.71729806 0.40112359 0.29561445 0.41280118 0.574255 ] [-0.77862724] [ 0.51327318 0.62431481 0.41957377 0.58344807 0.35977809 0.34144061 0.42494662 0.69999668 0.47064781 0.44371392] [-0.36121038] [ 0.5744792 0.64146647 0.56070566 0.47770755 0.42100193 0.55804366 0.50598889 0.47447125 0.52617483 0.48802796] [-0.55367321] [ 0.67754242 0.58987589 0.62390643 0.24284037 0.55961698 0.45533409 0.45172755 0.61794104 0.52818246 0.49168018] [ 1.67591157] [ 0.67251933 0.43851073 0.4912386 0.43472076 0.31570671 0.36091617 0.48785237 0.63952375 0.46416858 0.24338449] [ 0.04746728] [ 0.33615213 0.64936163 0.48634759 0.58011769 0.52249843 0.62942817 0.34800948 0.35991047 0.43236949 0.69463491] [-0.12033413] [ 0.48145868 0.4797489 0.47006546 0.60053275 0.49168071 0.63159732 0.46666332 0.43678798 0.50562392 0.46602471] [-0.58744602] [ 0.39315549 0.13590904 0.71344784 0.36205401 0.55197488 0.35076042 0.45763276 0.45032058 0.22126607 0.22166461] [-0.54147274] [ 0.51306352 0.52810129 0.45820633 0.6479785 0.36893079 0.64071082 0.46273316 0.53785041 0.41112941 0.49800246] [-0.35888326] [ 0.40877363 0.59429077 0.48979361 0.56176928 0.4402038 0.58637516 0.40320559 0.48616166 0.4778775 0.57082204] [-0.45597286] [ 0.30267994 0.73976192 0.37459268 0.6079799 0.34902628 0.67999399 0.51496845 0.53882558 0.65033941 0.53960723] [ 0.27539433] [ 0.65996047 0.63390113 0.5084704 0.38504958 0.22099702 0.28562641 0.46286204 0.68223031 0.55005796 0.36628603] [ 0.97087741] [ 0.47804287 0.55059407 0.51306307 0.52917335 0.43990095 0.56360539 0.39441906 0.66820008 0.44431274 0.56863407] [-0.07759234] [ 0.22805921 0.30125686 0.70421703 0.38381091 0.595971 0.70228794 0.47298005 0.28035161 0.30928952 0.50796229] [ 0.32973438] [ 0.50879103 0.73454818 0.48276821 0.70201598 0.39824871 0.45008509 0.44331317 0.63664496 0.63187041 0.47673803] [-0.21955497] [ 0.36932055 0.37797238 0.60854123 0.52666898 0.45012557 0.72836162 0.44364422 0.52817274 0.33395234 0.399294 ] [-0.05205837] [ 0.36091751 0.4187301 0.48640996 0.39151549 0.44406126 0.65058403 0.3930106 0.45881642 0.34012352 0.46769358] [-1.12512331] [ 0.448828 0.59055857 0.3931526 0.61239122 0.31158566 0.52683609 0.50283453 0.73001096 0.48723612 0.30796281] [-0.04057454] [ 0.79918585 0.52633125 0.57067993 0.32272015 0.24290523 0.17867042 0.56260128 0.70057557 0.59407196 0.21047293] [-0.02900128] [ 0.58266318 0.4679558 0.56438231 0.27193228 0.47623576 0.46211052 0.49316338 0.67894541 0.56118102 0.36130756] [-0.21455358] [ 0.44049246 0.68805417 0.49502915 0.54671381 0.59689449 0.68316339 0.36959608 0.5538826 0.48326765 0.6900131 ] [-0.63654364] [ 0.79014154 0.41542684 0.61669857 0.3190878 0.38436983 0.2319326 0.48652334 0.62764338 0.50181702 0.3541643 ] [-0.73366853] [ 0.5153601 0.70204982 0.43851418 0.55457624 0.37492425 0.48225912 0.38745147 0.52031994 0.57207488 0.52687965] [ 0.69906492] [ 0.75510797 0.68723242 0.45236533 0.54947261 0.32040263 0.21075873 0.46506199 0.59998693 0.69230035 0.40025165] [ 0.31189898] [ 0.51361149 0.70893661 0.44583034 0.54532635 0.25131253 0.37402088 0.46949675 0.62893928 0.60744493 0.45506734] [ 0.41831679] [ 0.41924844 0.46250713 0.59922397 0.32126765 0.5364552 0.6359058 0.45863964 0.62087439 0.41187044 0.49791643] [ 1.56993842] [ 0.54295718 0.71852964 0.38109391 0.4166423 0.23417636 0.34444148 0.50469862 0.65850648 0.64209864 0.41260377] [-0.21156374] [ 0.59560751 0.5109043 0.49089612 0.42840494 0.46140253 0.49043239 0.40256768 0.5526325 0.46408218 0.41256459] [ 0.66948916] [ 0.39163998 0.76888587 0.3307511 0.75463045 0.35097953 0.59185887 0.44738489 0.56392552 0.55219672 0.66888521] [ 0.07561128] [ 0.36110847 0.61125259 0.46909953 0.64865353 0.34785848 0.67852127 0.33935752 0.57575854 0.54183511 0.54488332] [ 0.5062978] [ 0.38429892 0.65372651 0.41951609 0.51923344 0.34777456 0.44577758 0.44055387 0.55257409 0.55170732 0.46150642] [-0.04951615] [ 0.79734182 0.6904781 0.62511116 0.28204531 0.40767908 0.41091437 0.62514571 0.71751066 0.5206871 0.45980165] [ 0.31081688] [ 0.71498006 0.58271312 0.4591799 0.34984937 0.26922617 0.13632698 0.52902456 0.65722058 0.62499014 0.19178225] [-0.22525103] [ 0.33951451 0.74206765 0.39161562 0.64965172 0.35602986 0.73058961 0.53241824 0.64390152 0.48832867 0.5084946 ] [ 0.05546263] [ 0.68943085 0.54988734 0.49619631 0.43823833 0.36170316 0.23473061 0.37527311 0.6185542 0.52978123 0.40068618] [ 0.84786487] [ 0.49956512 0.62629225 0.4445985 0.51285435 0.3563405 0.3708016 0.47820356 0.58795449 0.53575178 0.35094165] [-0.25158762] [ 0.66410668 0.32745165 0.69250922 0.26772635 0.39881272 0.30084357 0.53078358 0.60469159 0.47103095 0.23350978] [ 2.34219246] [ 0.78893231 0.64008706 0.51200517 0.36819615 0.28127681 0.11791807 0.48259794 0.7957125 0.54899905 0.29964164] [-0.28030739] [ 0.58234469 0.73052311 0.37829461 0.60041871 0.35573622 0.49787052 0.45532043 0.68202975 0.55411452 0.52038999] [-0.83952662] [ 0.43355899 0.78423949 0.38970419 0.55490959 0.27483283 0.47613376 0.41757312 0.55265513 0.64219649 0.54524522] [ 1.27541937] [ 0.32422283 0.5891948 0.45846058 0.56080039 0.4139383 0.47250954 0.34722582 0.53540664 0.55008784 0.46973688] [-0.31170897] [ 0.45112486 0.60345652 0.54909455 0.43330946 0.45987035 0.54262504 0.35935492 0.49063925 0.50994293 0.54748552] [-0.347712] [ 0.7528305 0.43950113 0.55950136 0.42831823 0.41928265 0.30750862 0.52128179 0.65572154 0.41143186 0.41741397] [ 0.62885865] [ 0.56629552 0.44455039 0.61328071 0.38286565 0.49058008 0.47801097 0.47078247 0.5842706 0.32048665 0.4878823 ] [-0.64386265] [ 0.42998536 0.5249646 0.38875567 0.58638903 0.30777403 0.43829775 0.37013868 0.60514466 0.47618901 0.37575532] [ 0.40395459] [ 0.23450165 0.81681519 0.26112405 0.78892413 0.51242748 0.76249573 0.43277447 0.39373815 0.47253164 0.74723289] [ 0.80756244] [ 0.38161057 0.64002585 0.48730918 0.56019299 0.4241614 0.4847914 0.43677176 0.55797289 0.71212997 0.46971435] [-0.67766736] [ 0.46307489 0.70537494 0.41592195 0.69982627 0.50765467 0.44856332 0.39618986 0.44903235 0.54931951 0.46781062] [-0.22703448] [ 0.36766281 0.46965184 0.48324225 0.4356478 0.52992942 0.60676544 0.47077271 0.66232677 0.50326863 0.63093876] [-0.54751029] [ 0.72253022 0.67327177 0.61016794 0.41073325 0.52898294 0.470177 0.52684232 0.57339655 0.61329727 0.4681962 ] [-0.45010465] [ 0.41146087 0.76455523 0.40204431 0.58087377 0.3572989 0.51439747 0.5315417 0.65222918 0.63589289 0.45131674] [ 0.00799054] [ 0.31449636 0.59812469 0.39204832 0.55000793 0.45086795 0.71225846 0.50154543 0.5820244 0.45712648 0.5657573 ] [-0.23488119] [ 0.44820697 0.66233766 0.52302745 0.44319503 0.43488464 0.52498671 0.45817677 0.57095088 0.62299462 0.57398511] [ 0.41383299] [ 0.50768919 0.53730066 0.45853851 0.51658537 0.35466144 0.33997003 0.38559715 0.49678691 0.50516158 0.43579386] [ 0.43909455] [ 0.61582675 0.56065474 0.53877103 0.43004661 0.3183829 0.27277229 0.45012627 0.70829773 0.49305378 0.3517362 ] [-0.52498222] [ 0.51698712 0.67811426 0.40513776 0.6015336 0.31846071 0.34981838 0.39696557 0.58889595 0.54312396 0.413122 ] [ 0.16460722] [ 0.35865892 0.5984632 0.45551564 0.53441257 0.45277374 0.63987965 0.41710475 0.42059547 0.54896362 0.54566693] [-0.05585374] [ 0.55911226 0.5735849 0.51226438 0.6124383 0.47238037 0.55656372 0.52503502 0.51472877 0.45922472 0.54017776] [-0.2285183] [ 0.25554565 0.42712113 0.61896284 0.52038385 0.44780145 0.69544478 0.41549325 0.39549727 0.47520351 0.52028251] [-1.20092495] [ 0.56814749 0.66004949 0.49256488 0.47876312 0.31993549 0.29858747 0.36789236 0.58488201 0.49066945 0.3805268 ] [ 0.12558374] [ 0.53809677 0.5833113 0.46197932 0.45601933 0.35954062 0.47466158 0.50910951 0.58129079 0.54026702 0.42454369] [-0.11545331] [ 0.4857521 0.58953293 0.43195984 0.68335731 0.40139495 0.59988614 0.52578769 0.56166167 0.44583003 0.50276678] [-0.02388201] [ 0.31770682 0.56521184 0.55669353 0.57973738 0.42279291 0.57179927 0.45620385 0.41467455 0.46806519 0.57472431] [-0.2344247] [ 0.34390893 0.54023116 0.42282114 0.62964843 0.37589541 0.54089635 0.40262054 0.40145684 0.49893311 0.42845887] [ 1.29116561] [ 0.75021643 0.68034 0.54935006 0.42535615 0.40515849 0.31731636 0.48569259 0.74140673 0.59019823 0.50673442] [ 0.05986552] [ 0.67363239 0.56479875 0.53774219 0.39181387 0.49088575 0.36600311 0.51342664 0.59737946 0.58625023 0.35800485] [ 0.8646617] [ 0.84910123 0.55717392 0.58743134 0.23957528 0.29377852 0.19169791 0.57024288 0.66263947 0.5843732 0.26367697] [ 0.15122269] [ 0.48092709 0.59537147 0.48809794 0.46156561 0.2782855 0.31812525 0.47622515 0.59722488 0.5106312 0.35242026] [-0.36621642] [ 0.66324181 0.73348679 0.45398507 0.53430466 0.23712107 0.34184093 0.53291545 0.61894745 0.66975511 0.46088294] [-0.21116905] [ 0.7329805 0.76321638 0.39962864 0.49469585 0.2945703 0.17282512 0.40799148 0.70274528 0.62379523 0.49628929] [-0.89586484] [ 0.80339301 0.4460214 0.60972137 0.2917885 0.41013241 0.25483945 0.48736265 0.61761561 0.5228302 0.28788472] [ 0.92764653] [ 0.49176037 0.83567802 0.37841453 0.583296 0.23683723 0.48297324 0.43503172 0.64011727 0.59161628 0.59536515] [-0.09136816] [ 0.81036289 0.63414467 0.59052688 0.33028288 0.39986219 0.32705546 0.50554656 0.71777119 0.50874723 0.34249186] [ 0.02177154] [ 0.52924581 0.54337844 0.56056071 0.46609027 0.39859759 0.48116668 0.47630554 0.56470953 0.49657679 0.5366964 ] [ 0.28279846] [ 0.34126679 0.55184525 0.40845061 0.69261704 0.45486586 0.47790589 0.49070969 0.49868237 0.44202859 0.55221843] [ 0.12023942] [ 0.3875432 0.47882649 0.50237392 0.55528697 0.53233646 0.57396541 0.40456959 0.42401162 0.49972257 0.56776872] [ 2.17237511] [ 0.3686377 0.6495708 0.45690549 0.51680025 0.43981332 0.51300717 0.43663539 0.59005421 0.628237 0.48209352] [-0.48747748] [ 0.70915837 0.73739225 0.56367848 0.39950438 0.32634457 0.26951563 0.49665579 0.60031763 0.72996028 0.40306651] [-0.22078326] [ 0.42267567 0.39001971 0.63896999 0.427268 0.50677732 0.63599385 0.36246436 0.44774009 0.36355848 0.56826659] [-0.14141117] [ 0.32423775 0.60816498 0.43590002 0.67835623 0.4873236 0.65410971 0.4460355 0.39344814 0.50956642 0.51363801] [ 0.85038144] [ 0.27178525 0.65929629 0.40747221 0.57539024 0.44114172 0.59594604 0.33000158 0.47724334 0.3988565 0.63311546] [-0.66190261] [ 0.61105139 0.83258573 0.48595501 0.50439075 0.38388881 0.64018893 0.50219708 0.58382241 0.61583198 0.66119399] [-0.65172701] [ 0.69922999 0.65558321 0.57436215 0.45990945 0.46205751 0.39154597 0.44915446 0.6600633 0.55601576 0.41872056] [-0.67779065] [ 0.51635642 0.5035641 0.59938015 0.43322263 0.45880077 0.51671113 0.37154855 0.49444361 0.41528304 0.47394733] [ 0.99296322] [ 0.45274906 0.42538399 0.49378105 0.55704816 0.43758302 0.45790932 0.57335212 0.57146748 0.47975492 0.24636465] [-0.78763769] [ 0.5038387 0.67662399 0.45233907 0.57010779 0.42410487 0.35924063 0.39681898 0.53935004 0.54275234 0.54111399] [-0.2259278] [ 0.77211364 0.71184491 0.45653191 0.4223241 0.33767091 0.18765257 0.45251766 0.66728123 0.62761297 0.35671727] [-0.12606061] [ 0.58327039 0.44254568 0.49948182 0.38800199 0.43403374 0.63338925 0.43135606 0.68259149 0.60478131 0.3766542 ] [-0.11992811] [ 0.72708364 0.43023871 0.61704028 0.38479228 0.48116344 0.3154334 0.48036795 0.67811668 0.4305249 0.448713 ] [ 1.5954761] [ 0.84836164 0.70415169 0.55159337 0.32621615 0.33672118 0.23658924 0.53356308 0.81743347 0.65433623 0.29971829] [ 0.15845265] [ 0.22148348 0.56546405 0.41276742 0.66727732 0.50793986 0.81066582 0.40231381 0.48676114 0.56896579 0.58675428] [-1.42895641] [ 0.76012626 0.3145167 0.69732257 0.09197463 0.52903663 0.264289 0.62331854 0.65989879 0.45022624 0.29828801] [-0.32041206] [ 0.37145431 0.73752206 0.32084834 0.53548264 0.37912824 0.62185245 0.49052186 0.51640955 0.54886563 0.57813968] [-0.72721609] [ 0.51506158 0.60437954 0.5115263 0.50221204 0.44252889 0.46320492 0.37258193 0.58057547 0.50441949 0.60293808] [ 0.20823208] [ 0.72933404 0.43962405 0.59178879 0.34378265 0.45471004 0.34437617 0.54368263 0.67347162 0.38913065 0.3922172 ] [-0.39379289] [ 0.78238029 0.58580806 0.52513756 0.44980102 0.40866389 0.39342571 0.46099332 0.71969221 0.6607884 0.29540405] [-0.27565799] [ 0.59728536 0.59089999 0.48567287 0.35046881 0.32217036 0.44967363 0.53997676 0.54054962 0.55231435 0.43160981] [-0.23799315] [ 0.54729573 0.64197683 0.41536244 0.60125318 0.3530401 0.49079594 0.46080152 0.6578956 0.6397346 0.43779047] [ 0.05554826] [ 0.41409468 0.63054641 0.58000115 0.60552727 0.46526404 0.76095702 0.35083738 0.58536761 0.44849748 0.63871244] [ 0.35168248] [ 0.1802244 0.52431789 0.48608176 0.6424761 0.42252813 0.78817816 0.38408099 0.34103144 0.58941731 0.59792556] [-0.31825114] [ 0.41358489 0.57316432 0.36830548 0.49088073 0.44780699 0.69733957 0.42159315 0.63290085 0.49451711 0.6636227 ] [-0.58501438] [ 0.45784727 0.67221443 0.41782834 0.5868535 0.28269466 0.3632133 0.35334298 0.56995664 0.51119875 0.44269416] [-0.32047867] [ 0.34605729 0.63215039 0.4544283 0.50923968 0.49401846 0.68971302 0.4300929 0.58741851 0.41189019 0.60362167] [-0.42132184] [ 0.81078004 0.31079731 0.6396766 0.35146438 0.46473487 0.28478151 0.5059599 0.66165081 0.3469836 0.33785626] [ 0.5759175] [ 0.36055238 0.45287216 0.46095739 0.60356559 0.54319166 0.73406491 0.44318484 0.4598381 0.38039855 0.55050448] [-0.57334623] [ 0.59876002 0.58115202 0.54159296 0.64166602 0.53730299 0.38968399 0.44449551 0.63481562 0.52825058 0.45188923] [ 0.21526344] [ 0.55763307 0.6748158 0.52258899 0.52189127 0.42748358 0.37939095 0.41933547 0.51626441 0.63534629 0.48370872] [ 0.0026235] [ 0.41956377 0.44767072 0.40820519 0.46787948 0.40619676 0.4604388 0.38466037 0.45854509 0.40784055 0.40104789] [-0.34212194] [ 0.32224978 0.73061462 0.3286625 0.69841158 0.38518814 0.61374425 0.47713517 0.49477618 0.49224986 0.54046777] [ 0.3211567] [ 0.35150432 0.3928284 0.68749927 0.50276241 0.50565398 0.73511056 0.38466459 0.43086417 0.4395796 0.58688393] [-0.40889275] [ 0.46663913 0.56926206 0.57142907 0.36445815 0.53958075 0.44517797 0.4119993 0.59280703 0.43908361 0.6745675 ] [-0.22484944] [ 0.36891571 0.45711207 0.46118472 0.66016476 0.40938172 0.59333563 0.48262336 0.50654949 0.46405312 0.44681701] [ 0.43909455] [ 0.61582675 0.56065474 0.53877103 0.43004661 0.3183829 0.27277229 0.45012627 0.70829773 0.49305378 0.3517362 ] [ 0.11432255] [ 0.36074166 0.57587281 0.44095605 0.51130639 0.38900868 0.62187118 0.42207791 0.60266961 0.4651418 0.48599544] [-0.31031345] [ 0.51165206 0.71582201 0.44409656 0.62370251 0.26370196 0.50322802 0.46512943 0.71846816 0.52560857 0.37803251] [-0.26898357] [ 0.48100653 0.36147948 0.53109296 0.42552655 0.47775078 0.68846736 0.4662095 0.49627383 0.30158252 0.47682703] [-0.62610665] [ 0.6105219 0.64281482 0.45134386 0.5681244 0.48799444 0.6129849 0.46165446 0.72722837 0.52539306 0.49416399] [-0.46681501] [ 0.33331596 0.6205823 0.39578522 0.56136681 0.42826644 0.48822439 0.4041649 0.48491758 0.54258458 0.44586899] [-0.76820954] [ 0.50727961 0.43157361 0.62292719 0.49919544 0.41829294 0.38754463 0.35941386 0.47950754 0.4507397 0.42702528] [-0.33572927] [ 0.7441932 0.46266708 0.6578836 0.19567544 0.4851105 0.32923327 0.54722432 0.66016284 0.52444029 0.37420993] [-0.16414647] [ 0.6586396 0.67317861 0.56261615 0.58503394 0.45255105 0.43766359 0.4039462 0.69499409 0.62641622 0.60892333] [ 1.31810961] [ 0.58486992 0.45674728 0.61662 0.33055835 0.41692912 0.42937998 0.39880822 0.53897482 0.40827064 0.40050375] [-0.09571601] [ 0.66346845 0.43526911 0.65266792 0.51817341 0.48165063 0.59246436 0.37582212 0.70713534 0.49411825 0.48004342] [-0.25381022] [ 0.43709375 0.76043809 0.36463796 0.70410768 0.24122896 0.62542155 0.34712421 0.49266542 0.59576465 0.6243813 ] [ 0.69635663] [ 0.13823739 0.74219144 0.36582747 0.74396605 0.48239657 0.79506209 0.34083749 0.38823923 0.63059059 0.73158625] Progress: 23.1% ... Training loss: 0.476 ... Validation loss: 0.779[-0.44871281] [ 0.62218059 0.55400317 0.49509788 0.45636093 0.40732441 0.3047711 0.63226276 0.64628829 0.53367489 0.32380237] [-0.26917165] [ 0.3594022 0.26024202 0.57064139 0.28177782 0.48121934 0.50345683 0.49902244 0.42467842 0.35274908 0.33382621] [-0.86282959] [ 0.54917429 0.76020559 0.3582336 0.64298397 0.30350587 0.3859525 0.38085826 0.45187167 0.5230137 0.51372566] [-0.15728386] [ 0.81933937 0.49157394 0.57501699 0.39471394 0.24691133 0.22149246 0.42967612 0.59748575 0.56265322 0.23356846] [ 0.51427982] [ 0.65588092 0.67051974 0.50119424 0.43338306 0.30291242 0.31318433 0.57428863 0.66920275 0.61725195 0.41202522] [-0.10701676] [ 0.57880651 0.7102465 0.38654393 0.46257917 0.34839585 0.52917889 0.39719382 0.64504007 0.5795421 0.51391309] [-0.08071808] [ 0.48716051 0.57379111 0.51234935 0.48891056 0.41077535 0.33024697 0.4443333 0.51323022 0.62201737 0.40638787] [ 0.92253344] [ 0.82515861 0.49674563 0.59069294 0.28736104 0.38746703 0.3353078 0.58559436 0.76066087 0.48445054 0.29221007] [-0.29149942] [ 0.53205177 0.51984652 0.47182763 0.5364954 0.34364138 0.34338643 0.47919498 0.69576206 0.5800472 0.22331574] [-0.18825014] [ 0.72187469 0.77372618 0.60380971 0.42045724 0.48631833 0.45248503 0.59105413 0.59203661 0.716011 0.52335101] [-1.41709892] [ 0.78006177 0.43860967 0.60541601 0.31545652 0.43461244 0.3945272 0.54505645 0.67413025 0.36233924 0.35677368] [ 1.18114111] [ 0.59896984 0.55455475 0.56902384 0.39948237 0.28330156 0.41703566 0.47314375 0.67061883 0.56418191 0.35626351] [-0.68472655] [ 0.72764089 0.56320978 0.53710972 0.43460124 0.31167045 0.34050185 0.47871867 0.61056263 0.55739226 0.35636844] [ 1.49439022] [ 0.65273396 0.65342349 0.50161273 0.51447181 0.25600724 0.2982738 0.49943521 0.71159003 0.54134361 0.34888794] [ 0.02073057] [ 0.32977128 0.38713852 0.63299879 0.49173271 0.58012189 0.57733849 0.4963996 0.34813917 0.35494467 0.53182244] [ 1.05795361] [ 0.64777882 0.6317251 0.54634282 0.31362541 0.37421127 0.33563207 0.49032184 0.5078182 0.61528464 0.43134094] [ 1.75636769] [ 0.81113613 0.69751647 0.55483547 0.47557295 0.32173931 0.26247257 0.513518 0.83367677 0.608578 0.29560603] [-0.01116049] [ 0.33436839 0.42746526 0.57209903 0.42580037 0.56973978 0.69621615 0.37444921 0.4253583 0.34802764 0.62318344] [-0.3097336] [ 0.41174508 0.71068162 0.36618772 0.6144771 0.45300575 0.49844742 0.28847611 0.51736428 0.45918828 0.72469155] [-0.14884526] [ 0.83369513 0.75466504 0.55106844 0.35711792 0.42628248 0.28403388 0.59003858 0.6845919 0.65445846 0.41468448] [-0.39572683] [ 0.78666504 0.51349153 0.53263865 0.33509934 0.32678462 0.29425233 0.40242014 0.71086872 0.55517554 0.28998758] [ 0.63125573] [ 0.79805338 0.54215902 0.62394218 0.29419903 0.28067468 0.1840536 0.54648836 0.73624318 0.54915247 0.23739501] [ 0.12611496] [ 0.50776631 0.62280455 0.46556337 0.56931926 0.24031474 0.31014258 0.51406089 0.68932012 0.54005083 0.36520335] [-0.35429574] [ 0.80452337 0.62790995 0.59164141 0.35492863 0.43214366 0.33923019 0.59532258 0.63895214 0.61899108 0.34455425] [-0.50820162] [ 0.39217687 0.61812918 0.35471381 0.41836977 0.48949646 0.64589509 0.35527056 0.55371045 0.47930811 0.5078819 ] [-0.32464147] [ 0.63340241 0.69565812 0.3940943 0.46515732 0.40901402 0.41161598 0.51209716 0.58574479 0.56430794 0.47358072] [-0.26429126] [ 0.57531152 0.67717628 0.41990048 0.52386197 0.41398547 0.49652003 0.46449907 0.64524146 0.49873641 0.51998755] [ 0.77187584] [ 0.82229185 0.4489624 0.58745614 0.3080574 0.34461608 0.13735176 0.4700317 0.71599165 0.45792224 0.2567729 ] [ 0.10582216] [ 0.67312611 0.56696676 0.48716541 0.47559455 0.40511337 0.29964264 0.60234464 0.62280158 0.54796871 0.33025467] [-0.15011939] [ 0.38012238 0.29776649 0.70283266 0.48357503 0.52758547 0.64270386 0.37776313 0.35019435 0.24141861 0.61849093] [ 0.5379408] [ 0.44951963 0.76190256 0.39355248 0.64510595 0.25815357 0.4816674 0.48975238 0.70547104 0.65899173 0.43812062] [ 0.27411084] [ 0.32255115 0.6590034 0.51356722 0.57290547 0.43147786 0.7072669 0.36518222 0.46389638 0.47885034 0.58549552] [-0.22061337] [ 0.31445081 0.50094685 0.56626822 0.50358061 0.43774192 0.62680833 0.50671068 0.43609837 0.47367416 0.47553513] [ 0.78808323] [ 0.72633311 0.7337189 0.50297935 0.56515648 0.38015373 0.27851689 0.4721847 0.7259682 0.65056383 0.44136453] [ 0.69494153] [ 0.58722183 0.62259203 0.5499147 0.61683435 0.45962197 0.54010397 0.4622806 0.60353733 0.51000308 0.55652945] [-0.37820317] [ 0.84319993 0.69823025 0.49106075 0.3995261 0.28435187 0.17383162 0.50422823 0.63371052 0.64023669 0.32065292] [ 0.96827711] [ 0.59954154 0.35713 0.62558962 0.31169226 0.40431371 0.35988741 0.46176228 0.59203425 0.38613003 0.31784442] [-0.16769787] [ 0.30453585 0.59599622 0.42950705 0.69145981 0.38724139 0.60681642 0.41851925 0.33940361 0.56539408 0.52801515] [-0.44440199] [ 0.77982997 0.39926678 0.61335617 0.39080731 0.52074166 0.54214439 0.50174437 0.71826185 0.45120493 0.33983141] [ 0.11857198] [ 0.75429618 0.75707703 0.49173154 0.37471589 0.32967885 0.3874894 0.60744481 0.78468621 0.5865206 0.46606553] [-0.98366712] [ 0.57902652 0.70294708 0.41878443 0.53559184 0.33257508 0.30513697 0.36151408 0.60777088 0.54642432 0.51845362] [ 0.09924213] [ 0.21194465 0.57718094 0.41951709 0.69198167 0.50032982 0.5636488 0.33979108 0.23633218 0.41047892 0.53668279] [-1.37108678] [ 0.63894713 0.4914403 0.62047981 0.14315739 0.61539358 0.4007987 0.59290558 0.66846642 0.40612971 0.46741858] [ 0.39132925] [ 0.36654712 0.4631478 0.46343438 0.57346024 0.39714139 0.60384977 0.36845114 0.55031536 0.5308057 0.37530196] [ 0.67872368] [ 0.37779814 0.43942745 0.49395075 0.62057544 0.4389221 0.61454927 0.52728216 0.57422477 0.42325908 0.62758184] [ 0.39578088] [ 0.68615115 0.55238569 0.46986506 0.42176937 0.37275527 0.2863184 0.62697275 0.7092499 0.59762671 0.45665851] [ 0.47076492] [ 0.48855397 0.58416358 0.41862928 0.56676532 0.28351911 0.51905972 0.51027096 0.71344925 0.58818597 0.33031755] [-0.2154476] [ 0.36526821 0.60848158 0.50040367 0.51467051 0.47583221 0.49350364 0.42701498 0.45448161 0.61717381 0.62999351] [-0.6103979] [ 0.73186412 0.69296132 0.494304 0.37825215 0.50311039 0.28153398 0.53192489 0.66642797 0.64459573 0.2856984 ] [ 0.09842395] [ 0.31363811 0.70348461 0.42018734 0.67941298 0.48736952 0.73425872 0.38393845 0.56953175 0.60447479 0.70965228] [ 0.56686617] [ 0.24548588 0.69179185 0.30096103 0.5458128 0.37402993 0.72777263 0.33925241 0.49526205 0.49373482 0.56095302] [-0.08628557] [ 0.29708662 0.50152458 0.4611866 0.4373391 0.50970316 0.57155294 0.35918715 0.47807086 0.38885559 0.49445205] [ 2.16717888] [ 0.58162958 0.61700616 0.41561657 0.59342055 0.30487874 0.40093318 0.519558 0.72345727 0.53618344 0.33178531] [ 0.31168319] [ 0.15742846 0.55467412 0.47253276 0.68093752 0.51497479 0.7753915 0.44282096 0.3142015 0.53291172 0.62399599] [ 1.01353719] [ 0.71460061 0.437368 0.5783335 0.26272375 0.38471416 0.28087523 0.59642965 0.5901632 0.57526715 0.27643502] [ 0.03840751] [ 0.34327919 0.53465382 0.51440259 0.47784475 0.51060965 0.71877306 0.37008569 0.5496675 0.4817547 0.58383048] [-0.14659652] [ 0.2884763 0.63262803 0.37274537 0.64446568 0.43028589 0.55193261 0.44893736 0.54915787 0.48810984 0.57503794] [ 0.02910758] [ 0.40401658 0.35917548 0.54221637 0.60382828 0.55458319 0.62551057 0.46070769 0.52697296 0.33658263 0.33153891] [ 0.49231298] [ 0.59752248 0.33870025 0.70408165 0.30560137 0.52661328 0.45840537 0.43519476 0.61563769 0.46847406 0.4726794 ] [-0.59583745] [ 0.42690166 0.34611268 0.51739089 0.42896868 0.58147728 0.58351002 0.44816193 0.48062067 0.33204402 0.43808934] [ 1.00734057] [ 0.36425901 0.69425482 0.4453579 0.60282741 0.45931553 0.70163933 0.38352977 0.58216119 0.56650444 0.57321154] [-0.49484269] [ 0.51082564 0.68594373 0.45707194 0.59708954 0.25757185 0.42752928 0.37361841 0.44638291 0.63101286 0.44352935] [ 1.05648178] [ 0.58297503 0.51563482 0.57228595 0.44873779 0.38582083 0.44675997 0.48085028 0.61750123 0.4010705 0.43288329] [-0.86020876] [ 0.75544788 0.6302604 0.5412564 0.40360569 0.26587821 0.33356108 0.46610414 0.66742491 0.64406644 0.4240222 ] [-0.33338246] [ 0.36130195 0.63471117 0.55324781 0.52770838 0.54203804 0.58557323 0.38722147 0.46537137 0.51574737 0.56993243] [ 0.43103685] [ 0.702889 0.75136016 0.57006448 0.46712672 0.40950306 0.47198359 0.48307139 0.61252226 0.66318218 0.49782033] [-0.20410729] [ 0.65968571 0.3278461 0.69127321 0.26917089 0.4022504 0.30801694 0.52839037 0.59744878 0.46855175 0.23781619] [-0.4130394] [ 0.54090921 0.55405364 0.66546033 0.3241181 0.54386804 0.47050969 0.45330292 0.51376059 0.47920007 0.50665086] [-0.11625961] [ 0.3153273 0.55543596 0.4061224 0.58996591 0.46120549 0.60787575 0.34409624 0.48189507 0.44663086 0.47275716] [-0.26494913] [ 0.40505385 0.60045499 0.45374738 0.60355005 0.37355634 0.60446049 0.42021119 0.58100009 0.50617876 0.51497709] [-0.19732288] [ 0.32909329 0.47728833 0.44123416 0.55952239 0.44996733 0.78542915 0.3555561 0.59197879 0.51192424 0.52032057] [-0.60215661] [ 0.45400399 0.5649718 0.49540088 0.25887662 0.41284399 0.47288636 0.43540795 0.52044819 0.47510419 0.484501 ] [ 0.24658693] [ 0.21191779 0.45235245 0.64767039 0.50590007 0.57177666 0.80002553 0.45916998 0.33290604 0.42412797 0.6524421 ] [-0.45824541] [ 0.39937676 0.51049876 0.57019475 0.48666505 0.4276711 0.65202585 0.47235928 0.55381586 0.35456493 0.48827617] [-0.13306005] [ 0.49136205 0.59961069 0.4730615 0.50374736 0.43571326 0.50066958 0.55176956 0.69418306 0.47289615 0.66002791] [-0.27512185] [ 0.40931007 0.35901366 0.54760036 0.50252689 0.56626328 0.65015622 0.37967161 0.56200231 0.39790027 0.46293185] [ 0.22010364] [ 0.62410039 0.63284095 0.5169012 0.46859843 0.24282728 0.28219656 0.49341851 0.73665218 0.51600694 0.36424564] [ 1.47138726] [ 0.67928129 0.83072314 0.3796211 0.46171392 0.26604379 0.30149859 0.55274533 0.70147396 0.775161 0.39695281] [-0.28139586] [ 0.74708753 0.62035067 0.49321438 0.42786228 0.23128872 0.20640884 0.49802431 0.75158884 0.55035676 0.32786207] [ 1.44832759] [ 0.80655938 0.67378578 0.59707593 0.27548144 0.36811262 0.31612918 0.59013373 0.69375078 0.55541893 0.34336249] [-0.04567286] [ 0.22557561 0.39594235 0.54926927 0.58911668 0.44442057 0.75597711 0.37309384 0.36647077 0.48861067 0.4958948 ] [-0.2131591] [ 0.59496102 0.78374907 0.50355058 0.60654871 0.36871332 0.4902872 0.4876805 0.63570912 0.58122817 0.57939512] [-0.36740964] [ 0.53002227 0.59014314 0.47677212 0.50021473 0.36881072 0.59142379 0.41523061 0.61164505 0.53128003 0.56955001] [ 0.35965647] [ 0.32768011 0.68039099 0.41413956 0.64175628 0.45403126 0.52196215 0.33102269 0.49397365 0.68672419 0.50131881] [ 0.21538376] [ 0.51016865 0.60131035 0.41173297 0.5967509 0.35684291 0.2775587 0.45900917 0.57449776 0.57540909 0.58405326] [-0.7985566] [ 0.51419064 0.41444397 0.57181393 0.60114253 0.59033267 0.56768311 0.46116302 0.5095562 0.4324808 0.35353533] [-0.50820162] [ 0.39217687 0.61812918 0.35471381 0.41836977 0.48949646 0.64589509 0.35527056 0.55371045 0.47930811 0.5078819 ] [-0.4143121] [ 0.36591834 0.49957537 0.47389484 0.48001399 0.55236013 0.58184872 0.41344051 0.4220349 0.43185137 0.48466283] [-0.42097151] [ 0.58405997 0.63747769 0.43372006 0.39025324 0.37656028 0.45230877 0.49142512 0.67780449 0.60364827 0.46699043] [-0.1219923] [ 0.27897932 0.5860307 0.54333098 0.64362979 0.36826225 0.70536585 0.35627323 0.43075991 0.47662041 0.55993059] [-0.27864078] [ 0.60850211 0.51476574 0.55203871 0.35671888 0.4506383 0.56438185 0.46485987 0.62876252 0.49241439 0.404044 ] [-0.3733424] [ 0.66394155 0.58605154 0.5082115 0.37581988 0.34168428 0.29578914 0.42858963 0.60281269 0.43459309 0.49265308] [-0.18158586] [ 0.712812 0.6231507 0.50464693 0.50476539 0.47545653 0.52123152 0.45492026 0.60724849 0.5042011 0.44738327] [ 0.55086547] [ 0.66383526 0.56714925 0.47729919 0.34674679 0.4267434 0.22060949 0.57241249 0.57662888 0.62417695 0.25182672] [ 0.88379576] [ 0.52377519 0.62974682 0.41026386 0.58759344 0.30619236 0.3877124 0.50455752 0.67826351 0.57493025 0.38953969] [ 1.5849044] [ 0.72626467 0.612734 0.49985709 0.41488164 0.25292054 0.25448008 0.48951659 0.6253178 0.58686957 0.30099874] [-0.93343541] [ 0.48578586 0.76431152 0.40349008 0.6787144 0.20036062 0.37633058 0.35745018 0.61958024 0.54878468 0.43096073] [-0.23881564] [ 0.8154856 0.64520966 0.54448676 0.24794696 0.32816311 0.16099978 0.56649551 0.67761212 0.68129079 0.26410651] [-0.86518577] [ 0.57762455 0.60205716 0.47594369 0.53385833 0.40732779 0.3576581 0.38822586 0.6733134 0.53724554 0.54033582] [-0.21681501] [ 0.40908932 0.49350629 0.44254051 0.59303709 0.42807271 0.63478361 0.42550317 0.4849118 0.31422683 0.42904185] [-0.21902025] [ 0.85260643 0.57981112 0.58460907 0.32203571 0.26328312 0.19543744 0.50956866 0.6336999 0.54166306 0.34918779] [ 0.93095272] [ 0.8376834 0.43803495 0.66891255 0.16861244 0.39743492 0.22819543 0.62105365 0.66831506 0.529259 0.28085782] [-0.50295019] [ 0.47616132 0.71284571 0.45156469 0.60716855 0.28842663 0.4794925 0.3932314 0.49957279 0.53260043 0.54057796] [-0.44476762] [ 0.35055613 0.56514107 0.527408 0.58711799 0.39186765 0.51325272 0.43732043 0.50285742 0.56490845 0.40812255] [ 0.72365746] [ 0.51564528 0.67621509 0.49278907 0.57085971 0.46539749 0.5600251 0.40555723 0.48822221 0.65984158 0.50141633] [ 0.20928802] [ 0.32761578 0.59998116 0.43907985 0.47950777 0.40405772 0.61073998 0.49100006 0.58861782 0.44778099 0.42824279] [-0.4050789] [ 0.53649856 0.6696803 0.4550083 0.67291455 0.42850483 0.32557859 0.49786732 0.63653321 0.60512717 0.4631408 ] [ 0.4075941] [ 0.29500078 0.63321891 0.52825076 0.63878371 0.53860758 0.66340856 0.37247715 0.44132596 0.58980558 0.6315707 ] [-0.21000454] [ 0.60957873 0.67632993 0.47083049 0.42829372 0.24828158 0.24612463 0.47156842 0.75703149 0.55110184 0.34955708] [ 1.90339857] [ 0.41099076 0.5690457 0.39192598 0.62012128 0.33349457 0.46992577 0.3888691 0.54887236 0.49802803 0.37934707] [-0.75619236] [ 0.74053912 0.67768053 0.5140363 0.3457534 0.3315247 0.29034971 0.4242961 0.70035326 0.59258241 0.35528024] [-0.52819714] [ 0.41274476 0.81198907 0.39698338 0.65780191 0.22919935 0.49624264 0.37544551 0.56446467 0.56965254 0.57971618] [-0.07339985] [ 0.76722561 0.70737631 0.52284337 0.22697741 0.36090214 0.28313711 0.58042883 0.62830316 0.67591167 0.42572632] [-0.15494995] [ 0.38007773 0.6064494 0.47287991 0.46179882 0.43747683 0.50692202 0.45799731 0.39468169 0.48268183 0.59700664] [ 0.33755165] [ 0.17856925 0.57407401 0.41921363 0.70847421 0.40889862 0.81019521 0.33862955 0.42155896 0.53649969 0.64683383] [-0.17288996] [ 0.49523491 0.70275219 0.49442737 0.54576689 0.41642996 0.61727996 0.57656357 0.64853174 0.54205952 0.43197136] [ 1.14319867] [ 0.62252041 0.64016489 0.49952716 0.34380818 0.36207803 0.40169121 0.45296232 0.64892884 0.57553176 0.45077671] [-0.6552] [ 0.74528375 0.72836649 0.52142798 0.51772436 0.23517568 0.22497622 0.43744329 0.59645731 0.71193039 0.33059916] [ 0.38746745] [ 0.82674161 0.48899002 0.66915275 0.27949827 0.48497654 0.29775494 0.52697546 0.71792056 0.55965216 0.2838641 ] [ 0.34015686] [ 0.28414964 0.4745952 0.54639293 0.57184493 0.54106866 0.6381878 0.49123813 0.38897194 0.38213322 0.64714864] [ 0.31811155] [ 0.19602444 0.50832516 0.42906894 0.64049297 0.52428612 0.78048332 0.40972957 0.43748423 0.39620309 0.5391293 ] [-0.23150065] [ 0.33084118 0.55214689 0.4493835 0.60695338 0.39306163 0.66425713 0.42683813 0.47129806 0.48580216 0.53143318] [ 0.0035373] [ 0.48903844 0.75633578 0.33694871 0.56440537 0.25276506 0.49703449 0.40216262 0.58766865 0.54889237 0.5381419 ] [-0.72171784] [ 0.82824266 0.68145876 0.51067046 0.39282293 0.24843072 0.21144357 0.51882122 0.6766796 0.6230321 0.39775104] [ 1.18222137] [ 0.78466754 0.48818724 0.59818791 0.18696881 0.39345753 0.16196188 0.51358789 0.69649801 0.45870798 0.37969613] [-0.56177588] [ 0.6208647 0.55177745 0.57978181 0.39983855 0.51331556 0.46319538 0.45400217 0.55255307 0.51387582 0.56415046] [-0.42096506] [ 0.54798564 0.51857782 0.61080144 0.38405431 0.50242112 0.45404969 0.50074478 0.55141433 0.49997541 0.54669419] [ 0.68680116] [ 0.648216 0.59491814 0.54832274 0.51302366 0.26437179 0.37944959 0.38589326 0.56761985 0.61586447 0.43513052] Progress: 23.4% ... Training loss: 0.480 ... Validation loss: 0.756[-0.73381418] [ 0.68596199 0.57530199 0.53669825 0.34831358 0.37758371 0.20079894 0.51186085 0.77891454 0.43273722 0.34277421] [ 1.30376926] [ 0.63561668 0.55686994 0.54303047 0.39319417 0.36654317 0.23613872 0.44832985 0.68738675 0.44443971 0.44741888] [-0.61462522] [ 0.73585562 0.49312263 0.57337999 0.30388447 0.42400116 0.25744806 0.44185021 0.59957802 0.48539055 0.45253049] [-0.34076773] [ 0.39159215 0.62861238 0.33738956 0.74706521 0.32350219 0.39403096 0.51126495 0.59819907 0.47657908 0.67065008] [-0.3504172] [ 0.5154151 0.47841614 0.61591819 0.41314804 0.50495464 0.54179516 0.41068185 0.58625797 0.52572476 0.50903359] [ 1.93491243] [ 0.75348386 0.54674194 0.5848348 0.36580205 0.3109623 0.27438381 0.50365269 0.80930189 0.5456352 0.29911057] [ 0.70749757] [ 0.42664936 0.6851589 0.38293252 0.62358949 0.26019013 0.41192547 0.50144968 0.71766849 0.58575043 0.29714721] [ 0.34952899] [ 0.21056493 0.61948325 0.49278635 0.60043466 0.410425 0.71765484 0.3797837 0.38891608 0.57824316 0.61735102] [-0.62248401] [ 0.62500772 0.57848515 0.49447865 0.53488362 0.29002896 0.46064478 0.49991219 0.67703088 0.46605956 0.32751699] [-0.56292116] [ 0.50792375 0.44523917 0.6259629 0.40284583 0.50618899 0.42064402 0.42452829 0.47854949 0.43209345 0.46597986] [ 0.18008463] [ 0.5616472 0.63052555 0.47481749 0.49098045 0.28257097 0.36304256 0.47857403 0.68201936 0.50940398 0.40986694] [-1.28580919] [ 0.85230434 0.79753939 0.54303978 0.27910031 0.29325083 0.38839215 0.64381855 0.76012121 0.65256261 0.44403932] [ 0.51702854] [ 0.57608438 0.64211583 0.50720494 0.33383853 0.40026495 0.54722338 0.46734508 0.67570271 0.56881185 0.46753555] [ 1.425489] [ 0.43240063 0.66381484 0.46299721 0.48338648 0.50205785 0.40568358 0.42023473 0.55178277 0.58195352 0.57243097] [ 0.1590754] [ 0.31901516 0.56322871 0.60067557 0.47848287 0.45364962 0.70984806 0.42427563 0.42987581 0.40096984 0.63280425] [-0.52126282] [ 0.7601846 0.7268785 0.48540714 0.37906151 0.30495152 0.1959046 0.4878102 0.64902118 0.62945631 0.32297479] [-0.36788992] [ 0.5044241 0.45522255 0.54640072 0.42038098 0.43481782 0.49525123 0.40801164 0.48136991 0.37004815 0.50175946] [ 0.36638496] [ 0.55189689 0.6200325 0.5331377 0.36610074 0.32806142 0.4380224 0.5099634 0.67296025 0.51423314 0.38166269] [-0.118264] [ 0.29808815 0.43756305 0.52418394 0.53099299 0.59786039 0.5030404 0.5004609 0.29522344 0.3513998 0.73186775] [-0.01176103] [ 0.38511448 0.7034009 0.41387152 0.77922192 0.41077128 0.75601257 0.37384169 0.44303882 0.46793592 0.66247826] [-0.8462867] [ 0.408241 0.36731173 0.6421866 0.38434353 0.52068088 0.50309238 0.42432128 0.42691393 0.38488018 0.38170338] [ 0.06623698] [ 0.64478859 0.45659021 0.54915813 0.31108941 0.39885352 0.37501223 0.45426496 0.57420229 0.40343788 0.43921107] [ 0.00012841] [ 0.31287932 0.6311704 0.48459903 0.48629886 0.50866061 0.6506752 0.40569503 0.42097863 0.46882127 0.67229344] [ 0.10561038] [ 0.25361013 0.69869775 0.33831107 0.60931892 0.47875982 0.72821626 0.3043685 0.41004304 0.40871062 0.64564374] [-0.54487462] [ 0.48949218 0.71445397 0.44398947 0.61088983 0.38945158 0.52208437 0.4414577 0.60129705 0.48522209 0.52424085] [-0.08667713] [ 0.33262423 0.49760653 0.59572823 0.4973123 0.45351127 0.79838422 0.37192532 0.44190763 0.42078687 0.64777561] [-0.44753167] [ 0.5121863 0.64761027 0.43150722 0.53166115 0.29451158 0.44224567 0.42382923 0.63232009 0.48730663 0.51900143] [ 0.2037838] [ 0.30317654 0.67470465 0.45946012 0.59801614 0.39608979 0.59208622 0.32872529 0.45555298 0.58353537 0.51842243] [-0.55830745] [ 0.75905532 0.70624717 0.43918779 0.55101767 0.23444213 0.20980708 0.46422402 0.70582844 0.60758076 0.3385722 ] [-1.05993411] [ 0.79281002 0.7882579 0.57888663 0.32726369 0.34159497 0.40066663 0.62207293 0.79188266 0.7762063 0.48125927] [-0.29446401] [ 0.4813522 0.56612645 0.48575101 0.34428239 0.5066294 0.52414701 0.39035694 0.51032486 0.45857269 0.51742481] [-0.20099398] [ 0.6840739 0.38291136 0.5916259 0.35833576 0.42683506 0.28959317 0.55057403 0.63709994 0.49771548 0.29590097] [-0.81118229] [ 0.40950138 0.71419992 0.43199708 0.51475643 0.31552774 0.48600009 0.41315329 0.51340403 0.57417481 0.53407401] [-1.03631912] [ 0.65739892 0.74959378 0.49814657 0.6071486 0.36204786 0.45221501 0.446685 0.61862112 0.54720984 0.56953316] [-0.55775951] [ 0.75306304 0.72442736 0.36428764 0.44742327 0.2163038 0.32266719 0.44018563 0.63930697 0.58983523 0.35610737] [ 0.2207676] [ 0.34841118 0.61623445 0.40813777 0.66257188 0.41572478 0.66079329 0.40846333 0.58485101 0.59067254 0.45236961] [ 0.40397527] [ 0.16636381 0.54856452 0.56254572 0.55238683 0.61562345 0.80184778 0.42390856 0.28174721 0.43685341 0.7165018 ] [-0.12604248] [ 0.25002704 0.66293521 0.41331384 0.56168555 0.47360089 0.70292052 0.37020094 0.37771244 0.56013113 0.56392934] [-0.22864626] [ 0.33184502 0.49406526 0.45227455 0.35083272 0.47286372 0.64624544 0.41854702 0.37417905 0.40426631 0.53587456] [-0.19523367] [ 0.34106915 0.60328118 0.46733585 0.57676272 0.53676966 0.55041541 0.37290154 0.45986009 0.44168722 0.77881147] [ 1.64017196] [ 0.39339764 0.62660705 0.42566276 0.49707012 0.423666 0.4156578 0.50481412 0.48448178 0.61777426 0.36674989] [ 0.15898092] [ 0.43638355 0.32352812 0.56897051 0.44812452 0.58230339 0.55433915 0.49805477 0.49055081 0.4484114 0.37481994] [-0.35337902] [ 0.42048367 0.79589063 0.32810327 0.72402363 0.30437298 0.55180418 0.36120549 0.39809807 0.53525934 0.65902782] [ 0.11857676] [ 0.51037098 0.32156317 0.6513397 0.28057314 0.48617141 0.37962747 0.51995275 0.45896334 0.4601894 0.26160655] [-1.42768043] [ 0.73725778 0.60714329 0.51136665 0.41718229 0.28275426 0.24120667 0.54474936 0.63514739 0.61352926 0.29840004] [ 0.44062769] [ 0.63478767 0.58569469 0.52545386 0.39564448 0.26242388 0.35118102 0.47506698 0.62368017 0.44474081 0.39986019] [ 0.48141214] [ 0.25338815 0.45886752 0.66162112 0.54562025 0.49528915 0.71526226 0.41664378 0.38941006 0.49713205 0.60846506] [-0.33284226] [ 0.48851229 0.45628762 0.57048376 0.51264245 0.4111054 0.74479983 0.39269464 0.70138649 0.43705866 0.46791558] [-0.48097987] [ 0.43400079 0.52875611 0.46512308 0.43979762 0.37898269 0.45489416 0.49576007 0.65025073 0.42879527 0.27974095] [ 0.42234416] [ 0.59621419 0.33872325 0.70390905 0.30617016 0.52715404 0.46173824 0.4350051 0.61491608 0.46864677 0.4744626 ] [ 0.1731779] [ 0.71781514 0.50670021 0.61404092 0.28586017 0.50889392 0.37745378 0.54923385 0.6765661 0.46822311 0.33183247] [ 0.35519744] [ 0.80673092 0.43496129 0.57330121 0.229674 0.37410611 0.18573914 0.44717074 0.69908645 0.48763546 0.21783697] [-0.61909889] [ 0.53790641 0.71013306 0.40856853 0.63349345 0.2475764 0.62290252 0.35161327 0.56217696 0.582436 0.57450035] [-0.77556776] [ 0.65381847 0.31682784 0.67430019 0.31173415 0.49165258 0.43538435 0.5021341 0.63103018 0.39975077 0.34758665] [-0.51404242] [ 0.78934249 0.59572939 0.60386601 0.37084039 0.40413415 0.42002905 0.569027 0.69564376 0.50138465 0.4951009 ] [-0.21493433] [ 0.30810419 0.41840624 0.53772107 0.60432071 0.42604209 0.53067674 0.38800065 0.40847958 0.46033062 0.45469476] [ 0.6833992] [ 0.39070895 0.48103614 0.63557235 0.44806723 0.51369185 0.4858119 0.43899725 0.4437837 0.50740246 0.46702663] [ 0.0802185] [ 0.64736486 0.74973219 0.38513543 0.45621217 0.24661506 0.2299926 0.57167724 0.7340443 0.65975578 0.27521782] [ 0.11463086] [ 0.38827526 0.41992171 0.64459154 0.48154704 0.40259177 0.5652709 0.43700215 0.52448876 0.38276786 0.41925743] [-1.1929246] [ 0.72981417 0.79730089 0.49073522 0.35808285 0.47376017 0.54239814 0.53217564 0.6753763 0.58744655 0.63280971] [-0.15143642] [ 0.44161381 0.68534592 0.50968081 0.38867144 0.50039852 0.39231525 0.45797591 0.64161446 0.59809781 0.45506866] [-0.49765372] [ 0.39803882 0.49607884 0.55731552 0.46123729 0.42513783 0.64697557 0.49315813 0.59487456 0.38887401 0.47718269] [-0.11681295] [ 0.27603003 0.62015711 0.34850064 0.4895775 0.4979654 0.64907668 0.34308219 0.39025485 0.4592563 0.611768 ] [ 0.75907721] [ 0.57103173 0.64384567 0.50518923 0.51827395 0.48037368 0.49672462 0.4809379 0.54599653 0.43581397 0.47193494] [-0.37970358] [ 0.29915711 0.52678645 0.53410062 0.53239552 0.5027598 0.65276863 0.52765127 0.40002661 0.54774973 0.52086079] [-0.76393445] [ 0.41885855 0.47052041 0.59500915 0.33620059 0.48412714 0.44148921 0.521208 0.37808779 0.50859162 0.40848775] [-0.37193975] [ 0.37286522 0.63994339 0.41802758 0.48816547 0.44585355 0.46891821 0.44678194 0.4720723 0.57043933 0.47544307] [ 0.67528056] [ 0.45131544 0.75611083 0.34737358 0.57743284 0.37655297 0.44515792 0.48464992 0.56520394 0.65612175 0.44069012] [ 0.1362659] [ 0.4829332 0.54040173 0.51516518 0.55000753 0.48585221 0.59361832 0.45724372 0.58557186 0.54722538 0.48420462] [-0.72338861] [ 0.50155693 0.77162097 0.37335099 0.75806171 0.25245678 0.49077215 0.32304036 0.44076456 0.60921369 0.48345725] [-0.42497937] [ 0.69782863 0.66661207 0.53770671 0.49415355 0.28375124 0.35405599 0.47023231 0.5848787 0.6421547 0.44869283] [-1.0972754] [ 0.6256505 0.61319262 0.5005998 0.50038009 0.53094911 0.4063485 0.39039033 0.5741062 0.51470535 0.4102455 ] [-0.51790407] [ 0.41961394 0.30365408 0.62566659 0.49962066 0.40754236 0.50560468 0.47486023 0.49697676 0.37802497 0.27228683] [ 0.0139696] [ 0.56215102 0.76592958 0.39473753 0.66256785 0.23156509 0.2899242 0.50201955 0.66215215 0.64920717 0.38151147] [-0.8913474] [ 0.78687282 0.6882109 0.46492887 0.46665527 0.2375114 0.35741964 0.44622026 0.68698242 0.60756799 0.472717 ] [-0.19496398] [ 0.36243922 0.60029793 0.38529546 0.60075102 0.44351589 0.74031262 0.42329783 0.58739545 0.51192617 0.46890537] [-0.39377594] [ 0.81425574 0.58745757 0.54009822 0.2818102 0.28249522 0.27239265 0.47571985 0.7331099 0.57355378 0.29779637] [-0.64386808] [ 0.42441141 0.56588593 0.42017528 0.59025313 0.47011396 0.55060171 0.37230273 0.49669384 0.4777988 0.50292278] [-0.85549578] [ 0.84668622 0.6772397 0.58644021 0.32189419 0.40524226 0.29142602 0.62672447 0.68306435 0.6669459 0.32392991] [-1.18504253] [ 0.5663063 0.68094194 0.45575167 0.53937836 0.29937396 0.29231422 0.38526972 0.64929842 0.5308245 0.37675001] [-1.04255485] [ 0.53295838 0.58116434 0.48425245 0.56909232 0.32676481 0.5646662 0.38314645 0.67116332 0.41506643 0.39305619] [-0.46468183] [ 0.35371685 0.60295489 0.5422002 0.44377348 0.49810792 0.5348014 0.45699089 0.38446247 0.51873552 0.52510443] [-1.21334576] [ 0.59118629 0.71760942 0.39424191 0.54776782 0.25793577 0.37108614 0.42281218 0.49008327 0.60560995 0.39238895] [ 0.35661394] [ 0.21761472 0.64166551 0.48855022 0.60958955 0.48892753 0.74128884 0.35077462 0.33546735 0.47461462 0.70811252] [ 0.75074539] [ 0.33590086 0.49004851 0.47415797 0.57829641 0.45401606 0.57029817 0.40114668 0.36741084 0.5399794 0.44252183] [ 1.31011842] [ 0.76361742 0.82763336 0.49225544 0.33905804 0.34253125 0.3340856 0.59129438 0.7450856 0.70774259 0.57506542] [-0.63742234] [ 0.48259879 0.68786903 0.41392191 0.52515104 0.49707169 0.50772238 0.33848163 0.48837314 0.49191824 0.60057166] [-0.91876145] [ 0.5478854 0.72671455 0.33341948 0.66704055 0.27632914 0.38985147 0.41062681 0.57103838 0.56804003 0.48343288] [-0.48097987] [ 0.43400079 0.52875611 0.46512308 0.43979762 0.37898269 0.45489416 0.49576007 0.65025073 0.42879527 0.27974095] [-0.28462324] [ 0.77054638 0.52732718 0.60148469 0.40131378 0.43341554 0.38315598 0.66432062 0.75574134 0.48589725 0.27220007] [-0.84440388] [ 0.48056181 0.35454154 0.68433778 0.35508231 0.46614801 0.6312893 0.44172863 0.48606931 0.42801822 0.4410943 ] [-0.79698967] [ 0.4807954 0.65262457 0.40249384 0.47128618 0.32665974 0.35050749 0.43599566 0.58623573 0.61902611 0.36405965] [-0.35859481] [ 0.5264618 0.39052143 0.66627862 0.39527461 0.51387802 0.54218081 0.41263885 0.58168133 0.49299375 0.42120303] [ 0.41330928] [ 0.42156658 0.45247906 0.6050239 0.54384752 0.52138561 0.64323652 0.47132646 0.50591834 0.42610032 0.56969402] [-0.75511328] [ 0.51813771 0.62449296 0.50503657 0.62838316 0.43098221 0.5799334 0.46190167 0.52823885 0.4946195 0.49056511] [ 0.42123281] [ 0.2818263 0.64932263 0.44769715 0.68783348 0.54002095 0.72644799 0.41676732 0.49081582 0.46055763 0.66547972] [-0.72026458] [ 0.45210357 0.64497622 0.51716964 0.46105394 0.48081004 0.48624355 0.40742544 0.5169665 0.58746851 0.6432481 ] [-0.81544522] [ 0.53459619 0.70181862 0.4219533 0.61323552 0.34234639 0.40849311 0.41062315 0.41932332 0.49212336 0.54750735] [-1.31974853] [ 0.69270707 0.49204699 0.61679846 0.35028662 0.60687939 0.42282154 0.4340946 0.653145 0.3961227 0.43265076] [-0.41978578] [ 0.74382331 0.67597905 0.54644559 0.24368168 0.32134291 0.39143114 0.5682782 0.625182 0.56424411 0.47217556] [-1.12087014] [ 0.55950554 0.5787522 0.52780961 0.59011309 0.49900816 0.45835803 0.47326533 0.5151385 0.63068019 0.35599643] [ 0.69763023] [ 0.3692298 0.74806565 0.35401295 0.52352464 0.3591528 0.53412411 0.45902545 0.58473873 0.61780439 0.47871574] [-0.83686182] [ 0.5338405 0.37089135 0.68003417 0.44168711 0.46617316 0.63052526 0.46560442 0.54154277 0.42038888 0.40870786] [-0.9521932] [ 0.67321288 0.5239291 0.57837291 0.43217074 0.40173256 0.33719636 0.57321109 0.63532699 0.43779162 0.36497756] [ 0.83566068] [ 0.51359567 0.67276469 0.41707795 0.60981915 0.30070163 0.3292711 0.34512109 0.43066308 0.66428484 0.34164353] [-0.37485307] [ 0.68169457 0.74174017 0.53349669 0.55318172 0.37585222 0.45391884 0.63185619 0.66797331 0.6541895 0.4785935 ] [ 0.57463185] [ 0.38141312 0.43892582 0.49540551 0.61850027 0.4363843 0.60917822 0.52948549 0.57928773 0.42558823 0.6227411 ] [ 0.26413845] [ 0.62047826 0.48476878 0.54071728 0.29516105 0.47378697 0.54820345 0.43149678 0.69318964 0.54626225 0.40020706] [-0.65002278] [ 0.55496206 0.60875662 0.44696363 0.54132469 0.29105401 0.51275334 0.47082506 0.76422374 0.65731323 0.36896853] [ 0.40096806] [ 0.86229829 0.52606235 0.65383935 0.30090749 0.35310263 0.19188791 0.51070142 0.78279841 0.55401146 0.21531907] [ 1.30607127] [ 0.69400958 0.56923134 0.54843181 0.33035079 0.33088141 0.32876792 0.45634697 0.753456 0.49205859 0.36991636] [-0.60172519] [ 0.42851784 0.56895277 0.55223778 0.45872251 0.40594087 0.51924517 0.46678819 0.5260612 0.48675666 0.39815882] [ 0.48871609] [ 0.50556981 0.64208109 0.58732092 0.4516364 0.47437301 0.4798196 0.42138743 0.63297398 0.48046306 0.48711141] [-0.74015787] [ 0.61585637 0.73921883 0.51345542 0.52436904 0.45462065 0.66318914 0.40790252 0.65397687 0.58651156 0.61894422] [-0.19224725] [ 0.64084228 0.53148481 0.53009219 0.36898575 0.41668803 0.27970212 0.51080912 0.55567543 0.49179854 0.31260893] [-0.93684243] [ 0.58960327 0.63887492 0.44487304 0.6462772 0.2451003 0.51886249 0.31570751 0.54665135 0.49905193 0.44833625] [-0.04429951] [ 0.57394273 0.58662765 0.51457611 0.39003644 0.29308775 0.26012682 0.46267144 0.71888347 0.4741459 0.3463998 ] [-0.32998647] [ 0.64555576 0.49303359 0.64072707 0.44167161 0.2878613 0.31021059 0.50945244 0.72658064 0.52301548 0.26675213] [-0.57816672] [ 0.67765383 0.43337309 0.55149674 0.38119643 0.40967493 0.21063528 0.44810476 0.60884504 0.59234278 0.22860528] [ 2.42588754] [ 0.56001215 0.60543451 0.42823936 0.54926606 0.24768906 0.19189136 0.4650971 0.70011052 0.5224453 0.32281557] [-0.59857942] [ 0.66958038 0.58343275 0.50648382 0.51883642 0.41373576 0.31798888 0.45310471 0.62590939 0.50694514 0.38472761] [-0.45578728] [ 0.73081775 0.54236223 0.52149766 0.45280482 0.42092905 0.32638865 0.54920278 0.66569479 0.62940942 0.29377399] [ 1.04056515] [ 0.2665273 0.56483961 0.44035975 0.53965966 0.43661359 0.74039088 0.3064805 0.5089351 0.3616956 0.55498548] [ 0.14054525] [ 0.27098341 0.58688862 0.61750855 0.5391891 0.56281947 0.75468492 0.38420218 0.46045734 0.40593218 0.66878191] [-0.19676422] [ 0.51657486 0.6478886 0.56110676 0.42160346 0.38311637 0.5824161 0.50000819 0.5269489 0.5083956 0.57144505] [-0.05808184] [ 0.45596779 0.4428774 0.49187601 0.4701319 0.46385107 0.44157712 0.35843804 0.52750045 0.3354079 0.53941781] [-0.22601097] [ 0.26100032 0.5222718 0.44195938 0.56651789 0.45507314 0.5316561 0.41930061 0.44279489 0.51930229 0.45432384] [ 2.2711639] [ 0.21785253 0.66083515 0.36812522 0.66065932 0.39885689 0.53750811 0.45021563 0.44370108 0.657207 0.42644439] Progress: 23.7% ... Training loss: 0.496 ... Validation loss: 0.837[ 0.15642223] [ 0.41384527 0.73444158 0.39443202 0.70212372 0.26284413 0.53645547 0.50723627 0.69853585 0.61709346 0.49031363] [ 0.00247972] [ 0.72165367 0.41832781 0.6476921 0.36127088 0.40479511 0.38333056 0.54595172 0.68390897 0.3495636 0.35407827] [-0.2404427] [ 0.4172926 0.55922733 0.54302893 0.50205069 0.37481656 0.5279525 0.44494148 0.58121043 0.54063315 0.45725207] [ 0.19602911] [ 0.2059036 0.53254441 0.47208993 0.6631457 0.46563735 0.68750011 0.35178585 0.43312631 0.46522407 0.60159696] [-1.0025574] [ 0.84044924 0.48398743 0.59052298 0.24589167 0.37226945 0.26114366 0.48231479 0.72633567 0.4536838 0.38528068] [-0.31542196] [ 0.7241067 0.49447279 0.56763196 0.31172672 0.43414938 0.27792983 0.4333838 0.57740049 0.47677044 0.47394126] [-0.06333994] [ 0.77453342 0.6036804 0.52118915 0.38544336 0.31117283 0.24926483 0.47993628 0.62828035 0.58914621 0.28816477] [ 0.31110245] [ 0.25831347 0.52342824 0.45619524 0.50721099 0.50134719 0.65795171 0.37989518 0.352166 0.52271296 0.53764179] [-0.94446195] [ 0.85280332 0.69418047 0.58514365 0.37594743 0.39168434 0.41258894 0.60095134 0.68059002 0.68734243 0.39758965] [-0.29737126] [ 0.54810335 0.68404188 0.48257853 0.46392771 0.50631091 0.58289806 0.47186596 0.50562033 0.53760691 0.57183811] [ 0.09352843] [ 0.23064477 0.32215019 0.58979635 0.56447696 0.47944702 0.66562259 0.38030318 0.33408965 0.37279369 0.49046541] [ 0.16711744] [ 0.53949737 0.70717073 0.52779436 0.5877464 0.37001411 0.65442493 0.44481684 0.54366819 0.55370498 0.59355404] [-0.07876792] [ 0.32777779 0.54733043 0.56920299 0.43820927 0.49753437 0.69754756 0.43895503 0.48000725 0.55355842 0.64913473] [ 1.03187194] [ 0.42418868 0.68116473 0.47082977 0.62585201 0.37791328 0.48427991 0.41873981 0.64307529 0.58892739 0.42477246] [-0.64632388] [ 0.57602939 0.63984057 0.44019095 0.65302756 0.25070539 0.54025477 0.3099046 0.52851453 0.49189199 0.46562038] [ 0.46076591] [ 0.38314426 0.63945312 0.47157943 0.54599671 0.46179818 0.62039065 0.43515167 0.59335472 0.58939935 0.57542895] [-0.40474775] [ 0.48013394 0.64631361 0.47239452 0.59550092 0.39848349 0.52158525 0.34989667 0.44396692 0.47608367 0.53585063] [-0.63108978] [ 0.51619725 0.75031735 0.39116999 0.57525009 0.24700692 0.44600116 0.39175977 0.61561952 0.55969159 0.4970493 ] [ 0.60664469] [ 0.6013456 0.57337222 0.55892122 0.5183386 0.31187546 0.27146955 0.43185018 0.61351299 0.55068165 0.35044949] [ 0.78792924] [ 0.75533096 0.57333655 0.58749685 0.33685818 0.40874884 0.28155934 0.5379561 0.67728592 0.62861761 0.30797931] [-0.21312893] [ 0.46056306 0.81598455 0.39232432 0.6559354 0.44775268 0.59363343 0.43611462 0.47876478 0.53658977 0.6461032 ] [-0.10461546] [ 0.34208536 0.42855842 0.61033988 0.36232254 0.63000078 0.74003278 0.47782848 0.5250794 0.45105134 0.55277335] [-0.71589889] [ 0.47627443 0.72784007 0.3446569 0.64809387 0.30409192 0.43118498 0.39332252 0.63099332 0.58400754 0.40063763] [-0.56266873] [ 0.77532437 0.68942475 0.45854043 0.47661335 0.24515006 0.38358659 0.4371249 0.6658805 0.59848181 0.49620598] [ 0.76583691] [ 0.54293746 0.44490596 0.55328104 0.45390445 0.49758642 0.35467206 0.4500243 0.48747472 0.46929226 0.60013377] [ 1.48748979] [ 0.68520297 0.72509976 0.46155498 0.51265018 0.28925759 0.31752001 0.57624281 0.73832827 0.66207935 0.25988519] [-0.05390427] [ 0.33379474 0.31850446 0.65754141 0.48402541 0.57657679 0.47638091 0.51029716 0.37367786 0.44863589 0.64910127] [ 0.10338063] [ 0.38510108 0.60642901 0.61849806 0.47445246 0.68045377 0.64099091 0.41894767 0.41884916 0.42982499 0.74599364] [-0.59474538] [ 0.56971032 0.76634763 0.38599903 0.58112769 0.32886067 0.45074524 0.42541091 0.43419322 0.51893971 0.60002362] [ 1.05384713] [ 0.48199452 0.53232505 0.47209769 0.47584189 0.35841603 0.35042463 0.45611409 0.51385129 0.46902845 0.46201889] [-0.15732907] [ 0.69552173 0.66622439 0.40163175 0.41611228 0.2778593 0.52726574 0.41291572 0.58195985 0.52306964 0.48965522] [-0.11614116] [ 0.47531098 0.59655582 0.55920062 0.45948455 0.41039254 0.48656487 0.44125421 0.66208208 0.53322432 0.51930921] [ 0.05553024] [ 0.32312467 0.72439273 0.38095705 0.66811425 0.4103918 0.71613348 0.32952621 0.60300274 0.59216947 0.71499173] [-0.44995504] [ 0.39152617 0.71899234 0.3464904 0.60055127 0.31544346 0.53057174 0.38677477 0.52187061 0.61056766 0.53962066] [ 0.10039885] [ 0.38015521 0.50005816 0.53522913 0.57975201 0.38697068 0.53242573 0.53362584 0.60821878 0.55989413 0.36274263] [-0.1553478] [ 0.4080259 0.65371291 0.49600768 0.56672698 0.41831852 0.63897625 0.45390862 0.39873941 0.62596511 0.60930222] [-0.5149312] [ 0.68231291 0.73684749 0.39542003 0.42480507 0.36151621 0.46620148 0.47306618 0.60095477 0.52466809 0.46299267] [ 0.58446843] [ 0.74770274 0.55467808 0.49713891 0.40567028 0.31863314 0.17480688 0.43012487 0.54708107 0.52861399 0.34273271] [-0.4958709] [ 0.41202778 0.78405457 0.3227843 0.61460137 0.29649716 0.56086511 0.46280145 0.5291938 0.55618327 0.51123411] [-0.23967656] [ 0.53931724 0.68291181 0.48498243 0.50677624 0.35616881 0.47264994 0.47801615 0.70284675 0.60951031 0.41492765] [ 1.73097934] [ 0.66275549 0.60387171 0.49108757 0.56570228 0.46671448 0.44743295 0.45663172 0.66797365 0.58715107 0.34048073] [-0.84053403] [ 0.62809364 0.45459743 0.63720302 0.18914184 0.6216691 0.54552948 0.55164291 0.52575157 0.34727426 0.51218804] [ 0.42544271] [ 0.17789292 0.56190174 0.45713211 0.61664082 0.48159127 0.80097533 0.37717462 0.32276706 0.54883835 0.65658086] [-0.05116774] [ 0.5698622 0.65211998 0.35229461 0.34933189 0.33846767 0.31207754 0.46548002 0.59303339 0.58840424 0.32377267] [-0.50346633] [ 0.53811829 0.58761267 0.5017397 0.63214599 0.55190466 0.67028121 0.45732393 0.63843364 0.49800244 0.44343544] [-0.94503098] [ 0.58258934 0.56861576 0.51612391 0.5182166 0.30599549 0.30339357 0.35601575 0.59164371 0.43554938 0.34158328] [-0.01566937] [ 0.44297512 0.4422254 0.52648786 0.609264 0.30704961 0.46130347 0.45351652 0.57605193 0.54255105 0.35848144] [ 0.15075015] [ 0.48487634 0.40611873 0.48219865 0.4861948 0.40316496 0.33480004 0.36442705 0.48192528 0.50556313 0.29590659] [ 0.36982466] [ 0.33852381 0.77717221 0.33132411 0.80731839 0.47036033 0.71342991 0.39522436 0.38765322 0.47744272 0.71319305] [ 0.08446548] [ 0.3045605 0.48805549 0.61009759 0.37162644 0.57299923 0.69609397 0.4486484 0.31958162 0.42264493 0.65276721] [ 1.22202838] [ 0.72978817 0.60881868 0.59421831 0.4111317 0.40006216 0.43560306 0.47611009 0.58768316 0.58306022 0.38855712] [ 1.58671183] [ 0.58921002 0.50933442 0.55811773 0.52158936 0.39736796 0.38027904 0.43883079 0.67103943 0.47972979 0.28167241] [-0.44905944] [ 0.5207167 0.49754069 0.59281293 0.47000774 0.47467482 0.58553838 0.45819811 0.50283228 0.31385993 0.53547706] [ 0.22588105] [ 0.71164936 0.56933974 0.61627214 0.36197192 0.43711307 0.37690594 0.62383218 0.66791089 0.48720547 0.39802767] [ 0.43852707] [ 0.41336008 0.61864002 0.45547455 0.41574222 0.35185924 0.54715701 0.41729687 0.58863466 0.45259804 0.50852693] [-1.11120214] [ 0.68494927 0.68676605 0.41292252 0.48799513 0.32877083 0.38131363 0.37394244 0.58313532 0.51260192 0.47437186] [ 0.32984048] [ 0.46488943 0.3554167 0.67609955 0.38343342 0.54863295 0.53041593 0.52652955 0.42085143 0.42223984 0.38709337] [ 1.15417594] [ 0.71874329 0.64114843 0.60196482 0.42277334 0.34436904 0.33556337 0.52598472 0.71360466 0.53966355 0.3309847 ] [ 0.24746815] [ 0.35636548 0.73736748 0.42706303 0.66377928 0.48580593 0.77988645 0.47060091 0.47865066 0.52532731 0.72169298] [-0.01555732] [ 0.65681933 0.65598075 0.49907117 0.52420317 0.25778989 0.46345826 0.40829613 0.60733439 0.52976379 0.39831366] [ 0.0166937] [ 0.75707095 0.42542733 0.57705796 0.38525134 0.44615418 0.36952392 0.50750695 0.65493871 0.34437051 0.4115663 ] [-0.38759456] [ 0.40297026 0.61904814 0.44862439 0.64161619 0.29731641 0.46057155 0.43046179 0.52951128 0.59606235 0.46941739] [ 1.54856077] [ 0.76192506 0.68254988 0.49868745 0.27698568 0.26116153 0.29250991 0.52074754 0.6498943 0.61066182 0.4074988 ] [-0.36217198] [ 0.68926881 0.7105334 0.53806886 0.48673766 0.41608619 0.43608225 0.46564539 0.74670954 0.56006556 0.51209524] [ 0.1469101] [ 0.31495548 0.42574841 0.53616538 0.56368484 0.45583753 0.66197002 0.35774735 0.41344512 0.44786472 0.53720183] [-0.07521948] [ 0.38745896 0.59776373 0.48208686 0.587081 0.50156256 0.62919665 0.3759181 0.50722068 0.53107253 0.61839671] [ 0.81160265] [ 0.67472812 0.60419464 0.61412765 0.56591573 0.40906762 0.47927755 0.3941474 0.6713025 0.61169737 0.47600721] [ 0.84298893] [ 0.81561836 0.61458039 0.58445859 0.42863489 0.36085174 0.3916028 0.57567246 0.74209203 0.56509875 0.37223094] [ 0.8584172] [ 0.69970942 0.64551217 0.44488064 0.37057402 0.22601839 0.2087448 0.52684291 0.65780683 0.57173848 0.25131059] [ 0.4723002] [ 0.79228695 0.54241271 0.57021687 0.32716476 0.31717066 0.24461433 0.60075681 0.80068711 0.501675 0.25760457] [-0.08524431] [ 0.58840554 0.62115409 0.5350941 0.52705783 0.43807538 0.48586394 0.42740855 0.48940003 0.6134209 0.49141951] [-0.78471676] [ 0.43099235 0.55479124 0.38697171 0.56514329 0.44993022 0.38556831 0.43004709 0.51207093 0.37784664 0.38690304] [ 0.31924453] [ 0.24378007 0.49797229 0.59034085 0.54943853 0.49980078 0.76382571 0.38477378 0.46328101 0.40817598 0.64898033] [ 0.53922479] [ 0.65193458 0.30210767 0.69277748 0.37904921 0.52485954 0.40873713 0.52608244 0.59672344 0.36275891 0.34086323] [ 0.86697944] [ 0.71939427 0.64975252 0.59641977 0.46107108 0.5253666 0.33838326 0.41567613 0.64256219 0.60048185 0.3847083 ] [ 0.33119228] [ 0.58550197 0.6757127 0.39283642 0.49110703 0.29228581 0.47751988 0.40764468 0.4930481 0.5255807 0.49972477] [-0.56609531] [ 0.73667757 0.59008481 0.51061892 0.37133881 0.34272273 0.29096133 0.45424288 0.66343032 0.49419706 0.46178728] [-0.43559309] [ 0.43588693 0.66059568 0.37895243 0.57589897 0.35384625 0.55871931 0.46748524 0.77554423 0.47478032 0.36555751] [ 1.26107488] [ 0.5347442 0.72528101 0.39934697 0.5376225 0.27298781 0.46564574 0.45628282 0.67261372 0.61000833 0.46545461] [ 0.35436344] [ 0.45712435 0.73143468 0.50907991 0.57727177 0.37674495 0.51786101 0.49753788 0.63181726 0.63817986 0.50023991] [ 0.5266835] [ 0.74498399 0.65113617 0.54635009 0.35996914 0.40819249 0.41758268 0.60203437 0.62640922 0.68834257 0.3924295 ] [-0.6237897] [ 0.58287324 0.62659708 0.41157779 0.52045025 0.45682383 0.4682139 0.43468755 0.55658585 0.47942974 0.45432077] [-0.74060278] [ 0.64673688 0.2081665 0.75525954 0.17080791 0.53650122 0.33836506 0.53330464 0.52841899 0.28471885 0.31657225] [ 0.18318724] [ 0.35579776 0.47850747 0.48246463 0.52012232 0.40175792 0.59716161 0.31360032 0.39813051 0.35933286 0.57843401] [-0.77270625] [ 0.48058048 0.52694045 0.44379151 0.5080893 0.35487935 0.34203258 0.46273422 0.62497367 0.49310131 0.26921736] [ 0.10523496] [ 0.37216997 0.67047959 0.42766631 0.54928053 0.30186206 0.49919316 0.36764838 0.62456375 0.52147811 0.40613374] [-0.19880085] [ 0.30899727 0.63164349 0.41164614 0.63000499 0.34273455 0.58215512 0.48845115 0.5503598 0.61226404 0.44469956] [ 0.77949668] [ 0.41543986 0.40771233 0.5899618 0.45429883 0.57341487 0.62752823 0.34751255 0.55938657 0.463521 0.47274911] [-0.2975218] [ 0.65539205 0.61661844 0.42225218 0.56219415 0.45405465 0.43121987 0.44870575 0.57711126 0.56623577 0.31914401] [-0.06066789] [ 0.4512084 0.63871864 0.59455714 0.49151522 0.58395129 0.59674283 0.35457255 0.44791489 0.39191849 0.73522597] [ 0.37328734] [ 0.40242138 0.60021023 0.4605355 0.57190731 0.36063458 0.47281627 0.43525199 0.55439553 0.47623801 0.54256283] [ 0.56596906] [ 0.38092474 0.60791312 0.54765454 0.50146407 0.48635132 0.5961954 0.39739544 0.48564891 0.47032948 0.50198834] [-0.19491563] [ 0.34295923 0.54201312 0.55268939 0.56328904 0.43111446 0.73052648 0.36440414 0.55467634 0.46098493 0.52536243] [ 0.60201419] [ 0.33789629 0.56139749 0.6096148 0.4511683 0.54738991 0.63594544 0.41845544 0.48315034 0.56957662 0.64692859] [-0.27120225] [ 0.40463778 0.62285236 0.33915287 0.66436889 0.40639399 0.52799248 0.33366067 0.47649322 0.43945785 0.48667968] [-0.55204703] [ 0.74017565 0.46420601 0.56809674 0.31114221 0.38539712 0.41424283 0.4122696 0.6433997 0.49461387 0.39528644] [-0.23205214] [ 0.33630733 0.33505864 0.58533518 0.417163 0.59421553 0.47896267 0.53495021 0.33769682 0.41501198 0.66733791] [ 1.26691188] [ 0.76713226 0.56179513 0.52786655 0.35752226 0.26785726 0.22807791 0.48218421 0.64713284 0.52337905 0.41767014] [ 0.47324483] [ 0.61235999 0.5652131 0.60675476 0.42993264 0.45854151 0.60141224 0.57494371 0.64400838 0.47494603 0.54109749] [ 0.23025377] [ 0.2647831 0.58411435 0.39470113 0.57342814 0.43311554 0.60810577 0.33072711 0.50940769 0.45190096 0.51647684] [ 0.76169037] [ 0.73762975 0.57187825 0.52846326 0.40657486 0.35772334 0.27973793 0.54659678 0.54207207 0.57782351 0.30577903] [ 3.07743788] [ 0.83532799 0.6872731 0.51083242 0.19614298 0.2435535 0.19633079 0.53873487 0.80123883 0.61088552 0.28660137] [-0.13082672] [ 0.57438855 0.54273874 0.53486763 0.46015895 0.34346037 0.32320741 0.40503256 0.6155574 0.50521757 0.34311171] [-0.18892962] [ 0.42270749 0.74057472 0.33050944 0.74440199 0.41177238 0.61291853 0.4163834 0.55095644 0.45405511 0.62640585] [-0.05807488] [ 0.33711228 0.68358282 0.32523891 0.52130615 0.49267022 0.63722452 0.36575056 0.39253574 0.52607687 0.58575795] [ 0.20554238] [ 0.58186827 0.5739417 0.47489231 0.50991659 0.39710982 0.60207284 0.51177201 0.64246839 0.45151705 0.4768237 ] [-0.08788091] [ 0.47815332 0.64064815 0.35167744 0.46322372 0.3405112 0.40123079 0.44302264 0.50198137 0.4681636 0.53894807] [ 0.74956874] [ 0.66571351 0.72083607 0.54792948 0.59625817 0.45116545 0.49705623 0.46392546 0.63685339 0.56081242 0.49295931] [-0.28848213] [ 0.28500146 0.52193114 0.51591196 0.56925704 0.4345893 0.51224114 0.38226083 0.36334591 0.43384889 0.42739922] [ 0.61590045] [ 0.21926479 0.6715264 0.37792592 0.65257085 0.42839539 0.75103002 0.32991605 0.35991632 0.47495368 0.68114642] [-0.1695511] [ 0.4817373 0.53881033 0.52508267 0.51375567 0.46605593 0.74847917 0.45603514 0.53792938 0.45155606 0.62574693] [ 0.21288863] [ 0.3420335 0.43968594 0.58118448 0.5402071 0.51487193 0.79205926 0.29897658 0.45014886 0.33997695 0.67380268] [ 1.15380589] [ 0.39886458 0.57117467 0.4528275 0.45190741 0.3246096 0.44973314 0.44899717 0.46265373 0.45098911 0.44527372] [-0.38997984] [ 0.45442157 0.65608349 0.41845253 0.57999389 0.39161911 0.56765079 0.50475986 0.54228989 0.642029 0.39418527] [-0.84239292] [ 0.76225935 0.73288948 0.50071081 0.38420624 0.33364284 0.30093379 0.48126472 0.6647404 0.69811945 0.39626741] [ 0.23436581] [ 0.36916259 0.53929599 0.5493467 0.41420378 0.46385716 0.72211412 0.38549833 0.42068879 0.38686905 0.61977109] [-0.648701] [ 0.70367797 0.63452976 0.43203093 0.4874993 0.4847106 0.4011453 0.56701971 0.6338339 0.49095627 0.40669193] [ 1.37952505] [ 0.56372972 0.68397762 0.437229 0.54325025 0.43154222 0.33844552 0.55730515 0.60025848 0.64123853 0.41049426] [-0.09355979] [ 0.27902607 0.34827691 0.62839201 0.40506437 0.5644348 0.53054548 0.43566934 0.39793785 0.33490468 0.57827096] [ 0.13438902] [ 0.49631779 0.51161386 0.57788657 0.434329 0.40664578 0.51256334 0.49378905 0.52273777 0.4845168 0.47487916] [-0.39399726] [ 0.44635228 0.38415479 0.627825 0.40982983 0.50772555 0.51579899 0.41527218 0.42298702 0.34872714 0.49399324] [ 0.16168589] [ 0.21522404 0.57657398 0.42219741 0.68804485 0.4956123 0.5521423 0.34340762 0.24357364 0.41401795 0.52651907] [-0.15435447] [ 0.5305917 0.59973207 0.46836346 0.42343371 0.46858548 0.49419179 0.43357139 0.43716842 0.47667491 0.43600494] [ 0.24656108] [ 0.32366506 0.49197008 0.60777083 0.48971866 0.54844462 0.54460411 0.39209357 0.3666401 0.33106291 0.59821926] [ 0.00313741] [ 0.48600613 0.55715884 0.44541262 0.66579774 0.46734808 0.51493923 0.42305913 0.52504358 0.50079272 0.55772143] [-0.15073968] [ 0.62728825 0.58346174 0.55625892 0.45558365 0.46051326 0.4282424 0.49149917 0.62824433 0.49724025 0.43273017] [ 0.04686063] [ 0.36678475 0.61531237 0.43625497 0.41391271 0.40099074 0.53323398 0.34944797 0.38114451 0.50569231 0.5098755 ] [-0.10256334] [ 0.64147328 0.65189312 0.48388008 0.49862734 0.42232173 0.28601933 0.36328109 0.55498853 0.60600006 0.34907909] Progress: 24.0% ... Training loss: 0.468 ... Validation loss: 0.766[ 2.64167744] [ 0.73076803 0.57802957 0.52894006 0.2759063 0.23574029 0.19678478 0.53415537 0.76346302 0.55591327 0.25612972] [-0.32621648] [ 0.64194434 0.6356973 0.53833204 0.50223468 0.4620097 0.39730484 0.39204404 0.60235073 0.64741786 0.40783976] [-0.01774155] [ 0.72209231 0.45184468 0.57609815 0.51258256 0.45208482 0.36977654 0.49904698 0.67833599 0.51055425 0.29549711] [-0.51156007] [ 0.83989686 0.55347492 0.61266808 0.36459564 0.40717586 0.29096973 0.53745331 0.69522259 0.55257597 0.38662807] [ 1.81590191] [ 0.88201265 0.53429494 0.59019879 0.1813676 0.3652911 0.27152969 0.60352851 0.81315617 0.50775852 0.27706469] [-0.2668089] [ 0.5551629 0.32773711 0.57088822 0.37220379 0.5658799 0.48934146 0.47466974 0.56084327 0.44651828 0.37012489] [ 0.71064727] [ 0.44158522 0.69451727 0.47932406 0.45318185 0.43212134 0.51467907 0.51097013 0.51775594 0.60047492 0.52683327] [-1.20931702] [ 0.60233223 0.62855675 0.4194103 0.60383868 0.34425061 0.37965572 0.36033398 0.60442616 0.46054718 0.41940904] [ 0.23280664] [ 0.55711155 0.38646379 0.62590827 0.28692064 0.48390185 0.32932667 0.48665499 0.5006727 0.44912594 0.30858124] [ 0.98153984] [ 0.80850582 0.61715601 0.56789745 0.51992572 0.38644731 0.26121901 0.46156845 0.74840716 0.56718797 0.3582923 ] [-0.22215374] [ 0.64734194 0.53390374 0.52430624 0.48592625 0.38948274 0.56432921 0.46447843 0.73862961 0.40506292 0.50541407] [-0.26829807] [ 0.42093397 0.59787219 0.5204043 0.60859813 0.4636903 0.51321096 0.35866609 0.4964934 0.49994026 0.45684512] [-0.42562535] [ 0.49745493 0.71835625 0.3824489 0.63534465 0.52047471 0.61174357 0.38178538 0.52434652 0.4792377 0.60451606] [-0.19645837] [ 0.35422529 0.6959652 0.4480382 0.67698811 0.37433598 0.62850395 0.39648178 0.38356027 0.57489705 0.61807066] [ 0.22296346] [ 0.70065313 0.15421548 0.67892919 0.2683835 0.39612773 0.31194863 0.49576402 0.52707662 0.22889681 0.20092638] [-0.18522737] [ 0.61483188 0.54244413 0.57858398 0.29348274 0.41141486 0.48666645 0.45027834 0.55513128 0.43741685 0.42191437] [-0.77576968] [ 0.61540121 0.69864119 0.55156727 0.54107961 0.44970862 0.40626598 0.42796295 0.65329896 0.53063547 0.44100425] [ 0.09066905] [ 0.31848773 0.48057636 0.57592658 0.4968009 0.59093421 0.68176584 0.344197 0.38397122 0.32611103 0.74141639] [ 1.49772696] [ 0.76403552 0.40566824 0.60921499 0.27030166 0.49153014 0.26102402 0.54563134 0.61344796 0.41185371 0.27732353] [ 0.78422073] [ 0.70677741 0.59230609 0.51784514 0.2485767 0.41322748 0.32150035 0.44494507 0.61692778 0.54956791 0.40172493] [-0.55920538] [ 0.4083307 0.45980692 0.44961901 0.56608919 0.38975593 0.61962667 0.46172516 0.65513148 0.43142025 0.39374894] [-0.93790347] [ 0.51965218 0.64358244 0.54433636 0.5744964 0.438395 0.53887045 0.44261198 0.61199292 0.61627831 0.47262717] [-0.19136372] [ 0.64759982 0.42650602 0.56241279 0.45427303 0.3281549 0.36628998 0.54387204 0.77410435 0.40622771 0.26009693] [ 0.02022683] [ 0.45244969 0.64712995 0.42626921 0.44264307 0.43194265 0.67877173 0.39023205 0.54192836 0.49537259 0.64200018] [-0.30545347] [ 0.78088107 0.46420959 0.57462322 0.38395577 0.3099488 0.24364261 0.49209403 0.61606751 0.60396346 0.23269016] [ 0.10252867] [ 0.67643052 0.62248196 0.48736104 0.60989808 0.37776835 0.41406389 0.54070493 0.64942919 0.48149813 0.58699441] [ 0.61917454] [ 0.76488509 0.5392607 0.6408597 0.33431981 0.44673619 0.28557051 0.55993311 0.72930891 0.56625597 0.28387445] [ 0.5122484] [ 0.27480529 0.52586591 0.58567242 0.56884613 0.4323992 0.78969575 0.35898388 0.45896928 0.39183617 0.64147897] [-0.09804232] [ 0.57229615 0.49371783 0.48959668 0.38429766 0.36825752 0.37107229 0.46796904 0.56745306 0.59224684 0.3492761 ] [-0.84149911] [ 0.66408392 0.74062482 0.51967312 0.43031317 0.39790898 0.36309374 0.55202418 0.62551289 0.65583408 0.37152152] [ 0.47697642] [ 0.23560099 0.55735533 0.46896483 0.65087844 0.52019287 0.65898828 0.31851605 0.41150761 0.58372492 0.59059042] [-0.08515374] [ 0.64882757 0.6193905 0.42055028 0.52457326 0.40299667 0.37107857 0.4914401 0.59629661 0.59089498 0.44965741] [ 0.94546865] [ 0.23635253 0.58794583 0.49870854 0.52924617 0.49515715 0.63399725 0.45752947 0.4184563 0.52729345 0.5649771 ] [-0.53348541] [ 0.77812089 0.4163125 0.61089837 0.3271309 0.39639647 0.25784378 0.47776047 0.59972008 0.49315036 0.37823008] [ 0.16059837] [ 0.52571683 0.63780391 0.43710289 0.59812728 0.326255 0.25011659 0.42911758 0.62816701 0.52076529 0.47399304] [ 0.79724666] [ 0.74567179 0.70064995 0.58659987 0.43035209 0.51298828 0.30974911 0.43717667 0.66529044 0.64387425 0.38306045] [ 0.06417308] [ 0.59125119 0.63526763 0.41219143 0.34637782 0.38827101 0.53586348 0.38148006 0.58493315 0.46660439 0.52520361] [-0.18129176] [ 0.36173706 0.49411201 0.48974296 0.4562679 0.47370523 0.37194881 0.43121421 0.38625633 0.54690364 0.34329035] [-0.66697259] [ 0.48596675 0.73071303 0.43549878 0.65737143 0.29372246 0.53019836 0.3870337 0.49575489 0.52021965 0.54805107] [-1.23363254] [ 0.62079492 0.55550082 0.50410897 0.43790905 0.40995868 0.358311 0.45917844 0.47651218 0.50348513 0.36767553] [-0.25576181] [ 0.4824661 0.64507637 0.52475051 0.56063233 0.60740225 0.60158498 0.40840818 0.4348774 0.38017675 0.65468519] [-0.0465586] [ 0.38989425 0.5096614 0.58029864 0.3441778 0.48235755 0.53021094 0.51742293 0.64704866 0.37254206 0.46608902] [-0.13776224] [ 0.41661872 0.70129148 0.42188146 0.6999537 0.32456092 0.71177769 0.36957103 0.47117579 0.58425527 0.6247439 ] [-0.69383639] [ 0.57823307 0.18818317 0.79268392 0.35580358 0.52327862 0.49049952 0.49202553 0.44781256 0.24579634 0.26642884] [ 0.0094146] [ 0.37358603 0.32494074 0.69926438 0.45394462 0.47339941 0.70856442 0.38894105 0.46334866 0.30065189 0.45096651] [-0.12408203] [ 0.38394685 0.79342794 0.42403084 0.67828381 0.41709097 0.6805261 0.46623647 0.42566027 0.69809946 0.66279581] [-0.44940605] [ 0.49806134 0.41452182 0.67635804 0.4698744 0.39362241 0.53602813 0.38387691 0.42473247 0.36689993 0.40739805] [ 0.12593784] [ 0.82890302 0.40252699 0.68089614 0.25778326 0.52147537 0.25596733 0.58152207 0.59551016 0.46449817 0.22900476] [-0.27794377] [ 0.48893914 0.44604106 0.48450621 0.59704054 0.53221595 0.72692554 0.42214103 0.58921248 0.37142407 0.49967057] [-0.93271302] [ 0.61993961 0.59174374 0.48386349 0.46678642 0.51573926 0.45495575 0.49252812 0.50674357 0.33902827 0.51321135] [-0.61762015] [ 0.69487978 0.78187743 0.47947545 0.32071926 0.32649537 0.42717 0.5121332 0.7304446 0.66997358 0.55700628] [ 1.50563475] [ 0.62773031 0.58653284 0.50451477 0.39161969 0.44123436 0.37850842 0.58719698 0.6683346 0.53296019 0.34826508] [-0.53477155] [ 0.80162296 0.65642253 0.58644563 0.45935309 0.38662381 0.33284144 0.45858683 0.78023446 0.66373157 0.37281049] [ 0.46187732] [ 0.42834696 0.60337772 0.38994706 0.51349485 0.31330849 0.46696082 0.40487016 0.53162058 0.56686946 0.42624222] [ 1.47141309] [ 0.36687481 0.49348495 0.56615408 0.5130916 0.39170745 0.51268503 0.48021716 0.54481495 0.54116291 0.36686466] [-0.52818176] [ 0.52394054 0.80795359 0.3353901 0.68182007 0.3404191 0.5546989 0.34467129 0.47733888 0.62351704 0.6306587 ] [-0.39453184] [ 0.51977331 0.62434317 0.44060564 0.53726205 0.34225131 0.36282574 0.453446 0.71114979 0.51459847 0.34519621] [-0.12828514] [ 0.38852568 0.6148737 0.48231969 0.37595066 0.5028087 0.61543707 0.43066176 0.39550322 0.44723865 0.60244775] [ 0.26242102] [ 0.5138172 0.68555522 0.53918479 0.57531557 0.40162031 0.540142 0.57106581 0.6135917 0.57261572 0.55863537] [ 0.2038314] [ 0.19534169 0.56613452 0.56068244 0.60403349 0.42126166 0.72100475 0.47933033 0.43945216 0.50578966 0.64069832] [-0.6723949] [ 0.52721279 0.68623448 0.56794352 0.54643353 0.4742249 0.58831711 0.48986188 0.49802777 0.56436555 0.51442947] [-0.8450268] [ 0.6164955 0.76845247 0.35779124 0.5710484 0.40633638 0.50352006 0.43639377 0.64050452 0.58394685 0.40777318] [-0.95836614] [ 0.54788317 0.6628978 0.39921989 0.58594769 0.31738348 0.44605992 0.3496787 0.56597578 0.52470385 0.48284342] [-0.75420959] [ 0.77482211 0.56098421 0.55068551 0.36639084 0.38391387 0.38835102 0.55411743 0.66324986 0.3931952 0.51105487] [-0.04869162] [ 0.46518464 0.58820568 0.5165772 0.61175258 0.47554098 0.51859329 0.51386883 0.56217625 0.58040634 0.48216418] [ 0.19417808] [ 0.40594079 0.79250472 0.33082041 0.63526987 0.26914124 0.55138972 0.46512324 0.63540058 0.52697018 0.54471004] [-0.12285009] [ 0.69343959 0.76014628 0.43423932 0.50524024 0.38458718 0.5821963 0.52622345 0.60599688 0.60605164 0.51553603] [ 0.52541867] [ 0.5899811 0.61040504 0.45109555 0.51558186 0.27706062 0.4711105 0.44232107 0.56445211 0.53319755 0.41702892] [-1.09745239] [ 0.66617065 0.76101885 0.4206839 0.52266337 0.33385395 0.35043973 0.53390688 0.66982719 0.65187473 0.37218048] [-0.7053959] [ 0.61838813 0.41245293 0.5989383 0.54894308 0.49045204 0.37743687 0.52970022 0.64544022 0.39114653 0.28203261] [-0.35473643] [ 0.46344381 0.13465193 0.76191237 0.36324964 0.59700356 0.69037635 0.36570331 0.36821606 0.14322033 0.45987278] [-0.17695713] [ 0.31111347 0.41642664 0.63503451 0.47271813 0.54566887 0.53854321 0.430224 0.30166269 0.48341626 0.48637135] [-0.64073907] [ 0.6166607 0.59581711 0.50116312 0.49959113 0.40740064 0.68747672 0.45936512 0.64067741 0.44512161 0.58492422] [ 0.17123672] [ 0.35202559 0.58155751 0.48412797 0.62149652 0.41900914 0.65589298 0.37950471 0.55362595 0.54181928 0.55318102] [-0.70476973] [ 0.56458114 0.73969408 0.40184178 0.59823863 0.22437469 0.42793836 0.40636431 0.58751012 0.6444062 0.44419373] [-0.24700537] [ 0.3212403 0.63284969 0.32867779 0.71721744 0.37609028 0.47226879 0.50176884 0.63454221 0.53877455 0.63756974] [ 0.05014413] [ 0.42851657 0.34583188 0.55701697 0.29861184 0.46218592 0.44961974 0.4967782 0.55172769 0.34600852 0.28195218] [-1.1023786] [ 0.58483974 0.56814041 0.51711227 0.51645234 0.30444587 0.30031723 0.35751413 0.59440722 0.43705783 0.33876951] [ 0.07715697] [ 0.51749776 0.58842191 0.51113001 0.58896495 0.27788246 0.4109613 0.45576912 0.48242075 0.50929053 0.46610929] [ 0.63332307] [ 0.65265354 0.62470962 0.4857072 0.51698746 0.33959424 0.24843806 0.53144026 0.71111201 0.50360817 0.38674908] [-0.35238281] [ 0.30432035 0.40664073 0.46613129 0.63971051 0.45522329 0.68840701 0.41338536 0.49544597 0.31919237 0.33580832] [ 0.24290058] [ 0.18412567 0.57307697 0.42329082 0.70267724 0.40083277 0.79762786 0.34411459 0.43788679 0.54207848 0.63136033] [ 0.71984879] [ 0.45987225 0.54149835 0.52911223 0.51637092 0.41015316 0.57306915 0.45146514 0.50095371 0.62386287 0.50793607] [-0.03326685] [ 0.47379627 0.36637708 0.6805996 0.30274083 0.56128332 0.61850081 0.44072491 0.46343333 0.2798388 0.52730405] [ 0.79724666] [ 0.74567179 0.70064995 0.58659987 0.43035209 0.51298828 0.30974911 0.43717667 0.66529044 0.64387425 0.38306045] [ 0.20350974] [ 0.23416405 0.62985656 0.48290412 0.69243371 0.52870369 0.64026554 0.36272257 0.34783941 0.47866029 0.68658048] [ 1.53470024] [ 0.53372781 0.51087076 0.53905044 0.44522891 0.49099813 0.31741644 0.42134871 0.54835295 0.56151917 0.30966677] [ 0.23888948] [ 0.35106518 0.55587377 0.55949595 0.53017865 0.54863928 0.62652753 0.32823189 0.46482897 0.52619794 0.62053827] [ 0.12752375] [ 0.36232817 0.49898644 0.45520447 0.55680082 0.31868672 0.66093614 0.3348332 0.62086846 0.3948661 0.48588641] [-0.19714389] [ 0.76881224 0.58702673 0.44482277 0.47129692 0.27829296 0.15624101 0.47565822 0.59711256 0.5712315 0.35927185] [-0.7053959] [ 0.61838813 0.41245293 0.5989383 0.54894308 0.49045204 0.37743687 0.52970022 0.64544022 0.39114653 0.28203261] [ 0.06648342] [ 0.69682762 0.42541343 0.62763588 0.22660201 0.425647 0.32173362 0.56322536 0.57142167 0.51403712 0.35436142] [-0.80555971] [ 0.59026796 0.65838867 0.51400167 0.34928999 0.46553578 0.36391196 0.45152825 0.64496562 0.59826079 0.48493215] [-0.31843461] [ 0.39372574 0.33202355 0.39643388 0.58814599 0.37286044 0.41518766 0.42585029 0.4790102 0.29541276 0.57107571] [-0.18991661] [ 0.56898054 0.61469876 0.49966673 0.53612636 0.49408523 0.29643393 0.42802594 0.6554039 0.52214423 0.44929264] [-0.09703066] [ 0.58944329 0.50753181 0.57058838 0.37674899 0.49118605 0.32485413 0.46339421 0.44723478 0.52395648 0.32416205] [ 1.09387662] [ 0.52952152 0.70457114 0.47463963 0.53126283 0.31605063 0.61429685 0.42747187 0.61793764 0.55897555 0.59138625] [-0.32704297] [ 0.3369284 0.31001437 0.70826326 0.46569498 0.47197679 0.59994001 0.47732904 0.39435684 0.32779878 0.49165262] [-0.31927651] [ 0.81948729 0.48242303 0.53727824 0.29161233 0.24790305 0.16739747 0.54917989 0.60907806 0.52444874 0.18138001] [-0.00122557] [ 0.54598726 0.5820765 0.56084608 0.60252383 0.30692878 0.43106476 0.37618185 0.44166986 0.56833581 0.47024251] [ 0.09798457] [ 0.22237489 0.37167256 0.54408071 0.58328025 0.5250406 0.63012499 0.38938019 0.35612291 0.37495379 0.61667919] [ 0.93293324] [ 0.4812125 0.54991625 0.51452067 0.52645621 0.43664084 0.55780589 0.39650832 0.672866 0.44655353 0.56292925] [-0.6860564] [ 0.5758102 0.76429992 0.51306855 0.52569345 0.38954435 0.47493948 0.49066464 0.63046673 0.57560578 0.49521641] [ 1.53552565] [ 0.75009789 0.43925926 0.59754231 0.35511194 0.33018232 0.2876433 0.48387727 0.69377015 0.47577241 0.2138619 ] [-0.41115271] [ 0.5166815 0.50944946 0.47061 0.45737548 0.31143815 0.48753915 0.3811848 0.4967436 0.353086 0.45244262] [ 0.25280997] [ 0.22807809 0.47571126 0.53427008 0.70721657 0.49739047 0.71006738 0.3514933 0.31418495 0.54292547 0.50732245] [-0.69960392] [ 0.59215844 0.68696726 0.4014907 0.56288809 0.33863356 0.59816026 0.33042313 0.56862781 0.5082703 0.60920555] [ 1.23363586] [ 0.76337259 0.51811121 0.59730158 0.21779624 0.37363167 0.28151618 0.51147798 0.74799688 0.55036504 0.33121714] [-0.41825861] [ 0.44454847 0.52181647 0.49936231 0.4510841 0.40526167 0.49646523 0.44646589 0.47695452 0.43915666 0.50143034] [-0.48977725] [ 0.46517428 0.53158773 0.60492173 0.36808653 0.57503131 0.47628946 0.54378164 0.51181612 0.5184394 0.5073153 ] [-1.06240128] [ 0.63971882 0.57943463 0.47145485 0.49962752 0.32711317 0.39771287 0.48728287 0.4576484 0.57884696 0.37112377] [-0.65984811] [ 0.55761726 0.80769146 0.40799865 0.55108364 0.45444238 0.60888168 0.41530483 0.61323105 0.577233 0.63994942] [ 0.13145105] [ 0.52395808 0.63166204 0.40978061 0.5121659 0.31858441 0.38092165 0.3856172 0.63017369 0.5370586 0.3568649 ] [ 0.31015511] [ 0.37802763 0.51217712 0.40420234 0.53585544 0.48419294 0.72029699 0.45486239 0.70315607 0.53107094 0.40928954] [ 0.28528091] [ 0.67944058 0.60540131 0.55748534 0.55844533 0.44428634 0.41139685 0.4474533 0.68163357 0.66446398 0.34540023] [ 0.62699007] [ 0.53386544 0.71763675 0.50391769 0.567996 0.37235051 0.47113284 0.40198724 0.64006607 0.6950272 0.52790107] [-0.15148197] [ 0.47884009 0.61128587 0.40710579 0.52309092 0.31940333 0.37691966 0.45384911 0.62555712 0.50470673 0.35819872] [-0.17172574] [ 0.80818588 0.61682992 0.51550065 0.40445873 0.30778754 0.25741124 0.46585131 0.55560232 0.64279422 0.28808605] [ 0.08543973] [ 0.31923798 0.61682776 0.55828319 0.6738248 0.59238063 0.69494461 0.36135632 0.44899119 0.451462 0.74541086] [-0.52690438] [ 0.49843229 0.69486292 0.39157391 0.65622468 0.39868393 0.51798032 0.40668834 0.44561811 0.61189468 0.45592974] [-0.30995668] [ 0.49182882 0.57121285 0.44273447 0.58239464 0.3572512 0.39190442 0.52619318 0.64409129 0.46029361 0.29094828] [ 0.13524225] [ 0.30611228 0.51384153 0.57407535 0.55830694 0.45842549 0.6466699 0.38491431 0.41131679 0.37020711 0.52421874] [-0.1736007] [ 0.27688514 0.64107824 0.41693925 0.49563554 0.40438176 0.67894349 0.37313921 0.51376628 0.49677341 0.54252343] [-1.04652037] [ 0.4363487 0.68474413 0.36049273 0.52171391 0.40531027 0.30917057 0.43600685 0.47140998 0.54241008 0.41304083] [ 0.07999197] [ 0.30585499 0.45554861 0.45129071 0.52312427 0.47062821 0.49998661 0.4909465 0.4504981 0.46053606 0.34727161] [ 0.64554147] [ 0.74544583 0.59340067 0.5111706 0.44393702 0.32670732 0.2759037 0.54413635 0.56794257 0.60195413 0.29796358] [-0.18522737] [ 0.61483188 0.54244413 0.57858398 0.29348274 0.41141486 0.48666645 0.45027834 0.55513128 0.43741685 0.42191437] [ 0.11305751] [ 0.40021426 0.52289874 0.61403158 0.46347576 0.38124258 0.5982847 0.46314148 0.57580444 0.45111262 0.51042866] Progress: 24.3% ... Training loss: 0.467 ... Validation loss: 0.772[ 0.30108711] [ 0.36406967 0.38641168 0.62567835 0.47499127 0.5014306 0.6937857 0.37799112 0.45773435 0.29196052 0.55891871] [-0.00860477] [ 0.24723856 0.63365238 0.48101621 0.59110297 0.44689951 0.67916314 0.37279906 0.36853181 0.53916614 0.61749301] [-0.34857374] [ 0.52223618 0.68722859 0.4575872 0.5163672 0.40322567 0.67846085 0.5301112 0.60377748 0.53654186 0.54266517] [-1.08072801] [ 0.57814673 0.31154866 0.75835996 0.2460343 0.55560813 0.46050547 0.54352846 0.46381922 0.29342639 0.4018264 ] [-0.83416302] [ 0.42458304 0.74133369 0.3224253 0.73399855 0.37067037 0.44268177 0.48369062 0.52004794 0.5617441 0.36553626] [-0.16029467] [ 0.33336353 0.40019062 0.496756 0.41949859 0.46883738 0.56741905 0.39121054 0.55177006 0.36087191 0.42018671] [-0.15897988] [ 0.67973769 0.37789129 0.67312559 0.3760407 0.62597069 0.40824634 0.46244074 0.49527256 0.4102117 0.36238828] [ 0.07274239] [ 0.32110512 0.7465661 0.31433903 0.6727665 0.28200276 0.46627562 0.40845624 0.54541284 0.62834046 0.53292497] [-0.57968972] [ 0.41707464 0.71879075 0.35913113 0.70147424 0.27000568 0.36462564 0.42339144 0.57921535 0.60995378 0.67671768] [-0.83313756] [ 0.52619381 0.64734017 0.41818054 0.58631681 0.3244752 0.43647147 0.47363997 0.46368563 0.61684097 0.3913022 ] [-0.50407066] [ 0.47879072 0.3996168 0.56304744 0.43375417 0.47920807 0.58094817 0.38302953 0.62043104 0.42528086 0.44220825] [-0.82413611] [ 0.50457 0.63877237 0.45815919 0.63055886 0.24298961 0.35200389 0.38743765 0.63815639 0.46213128 0.38555361] [-0.66059435] [ 0.6282006 0.35677908 0.65041397 0.29970112 0.51917903 0.30584363 0.48496823 0.47760936 0.38069268 0.43822015] [ 0.50886668] [ 0.71329865 0.50092488 0.55481725 0.42933362 0.38604997 0.39510124 0.49955796 0.59362599 0.46604107 0.37620131] [-0.47726054] [ 0.77548971 0.41644516 0.61037303 0.32935091 0.39793084 0.26226678 0.47689549 0.59469669 0.49257164 0.38298418] [-0.08624307] [ 0.41289968 0.49645703 0.50733302 0.62662925 0.63670559 0.60907779 0.48531334 0.49777054 0.44612458 0.41533756] [-0.1729194] [ 0.32702645 0.53718316 0.5780205 0.52786384 0.54919365 0.64055243 0.36832911 0.40429334 0.48026457 0.57318503] [-0.65567349] [ 0.44840535 0.80909769 0.32911171 0.6685384 0.33478904 0.32718207 0.37254877 0.48556114 0.49686574 0.63460768] [ 1.85501496] [ 0.80796671 0.55088808 0.5791148 0.20982486 0.37017186 0.26099229 0.6264601 0.7735423 0.53056736 0.28986796] [-0.09517046] [ 0.41153026 0.26687734 0.69547867 0.38522374 0.47707472 0.50153518 0.47884092 0.55154432 0.29472134 0.38794559] [-0.4954932] [ 0.71255932 0.59660779 0.60306781 0.54699903 0.40316593 0.52626968 0.42861011 0.72398957 0.48998796 0.38736161] [ 1.42015345] [ 0.7813153 0.55995369 0.65112232 0.33844599 0.42029287 0.30988076 0.59856728 0.74320114 0.46080124 0.44926293] [-0.35143279] [ 0.61661333 0.54637076 0.4564276 0.57031556 0.34786657 0.24695972 0.37786758 0.48408111 0.56703456 0.36137925] [-0.50109834] [ 0.32931307 0.4649902 0.58854428 0.58013087 0.36280884 0.60976732 0.42804141 0.4251854 0.44525311 0.44699609] [-0.49363436] [ 0.42234472 0.67464717 0.37263241 0.61812769 0.41101808 0.45162429 0.27845973 0.54440101 0.48370904 0.53988383] [ 0.30057736] [ 0.58440626 0.57763945 0.47310239 0.40264666 0.37273214 0.35057487 0.40637 0.55516032 0.51969202 0.42471172] [-0.6396227] [ 0.38299312 0.58128289 0.47232448 0.57677313 0.43462274 0.50919561 0.4843886 0.4289431 0.60594151 0.44280874] [-0.1639773] [ 0.44950349 0.32475936 0.6543909 0.30638684 0.61901901 0.61120869 0.4066125 0.57888371 0.42068979 0.43379729] [-0.07928915] [ 0.400756 0.56944245 0.45041814 0.65336396 0.4102858 0.59261526 0.38835164 0.41473825 0.42244921 0.47002773] [-0.81159284] [ 0.52145178 0.23526669 0.69753074 0.47494503 0.56620192 0.45696019 0.43900545 0.3510052 0.23183914 0.3416738 ] [-0.33790427] [ 0.43089713 0.56873447 0.58477366 0.35855798 0.37823998 0.58844107 0.46914742 0.54787807 0.52576851 0.53476515] [-0.21813998] [ 0.48662564 0.69125388 0.39849548 0.53967081 0.34220077 0.55105572 0.33873566 0.5601211 0.56546661 0.51228718] [-1.09178948] [ 0.44554276 0.59031021 0.39287076 0.61312885 0.31118336 0.52942732 0.50289608 0.72855154 0.48648635 0.30929965] [ 0.12733783] [ 0.2751054 0.51246509 0.65475427 0.47190181 0.53258731 0.68897642 0.42465256 0.36030487 0.36184506 0.69548985] [-0.06053254] [ 0.50113504 0.43511923 0.57642895 0.58862059 0.4759466 0.53154318 0.43263541 0.53668607 0.28358005 0.52400153] [ 0.13210776] [ 0.29390181 0.64823608 0.48203636 0.61942071 0.54999011 0.59981046 0.3720831 0.48628677 0.53482263 0.58162415] [ 0.59425208] [ 0.61400898 0.70491482 0.50525576 0.4156793 0.30776474 0.37354911 0.51460402 0.65327758 0.60452668 0.42844049] [-0.67059124] [ 0.77338266 0.68914304 0.45847128 0.47772728 0.24558241 0.38781873 0.43743511 0.66252393 0.5983383 0.49857734] [-0.14020379] [ 0.46796562 0.33949144 0.62598162 0.50992063 0.4312211 0.42714521 0.47835473 0.51000736 0.3841555 0.36768799] [ 0.05731303] [ 0.28661205 0.67586359 0.49629071 0.52496294 0.52594165 0.67155337 0.38024786 0.42025653 0.57383766 0.78460981] [-0.48967633] [ 0.37281474 0.69937451 0.37154965 0.63017454 0.4287072 0.39240371 0.40325354 0.45998324 0.60541576 0.53310206] [ 0.81300481] [ 0.61962777 0.57967319 0.50002114 0.47574827 0.3445349 0.47171208 0.50458461 0.68719291 0.50504132 0.45637811] [-0.54310207] [ 0.34411802 0.60232337 0.45555514 0.53809888 0.34802998 0.45361313 0.4378916 0.48451558 0.45252905 0.47436235] [-0.20609007] [ 0.34755439 0.79774169 0.38251135 0.70276987 0.30466516 0.7235922 0.40728458 0.58314263 0.53583011 0.62382294] [-0.5535869] [ 0.49492819 0.63369348 0.49093066 0.60531594 0.44861827 0.67548727 0.43865587 0.57729428 0.6361686 0.53366234] [-0.51375195] [ 0.39117294 0.31481386 0.68599388 0.43398931 0.50968775 0.53225089 0.42306472 0.39533215 0.36251749 0.51651332] [-0.44369782] [ 0.35976608 0.36626423 0.54349657 0.50817801 0.52795825 0.35126634 0.4733405 0.43018703 0.34353009 0.55285919] [-0.13309858] [ 0.63155421 0.5114627 0.63223721 0.53293624 0.4717861 0.58086295 0.40101591 0.65796086 0.40949093 0.41358189] [ 0.25658689] [ 0.51147645 0.6655599 0.37597596 0.65641885 0.30934544 0.37291217 0.41078243 0.54924268 0.45919116 0.46164814] [ 0.35373457] [ 0.85295113 0.56732866 0.59201905 0.27001328 0.33305182 0.1758226 0.56724844 0.70506537 0.58009379 0.32530825] [-0.15097541] [ 0.42059589 0.32465255 0.59193116 0.55695041 0.52604358 0.4529214 0.39086318 0.40741811 0.39754586 0.46509384] [ 0.3543165] [ 0.19621924 0.6867049 0.38838792 0.65027603 0.50948295 0.70672855 0.34291046 0.39847892 0.48555459 0.69417749] [ 0.30161464] [ 0.4851307 0.40572529 0.6646546 0.43851237 0.45258498 0.43102302 0.42985193 0.50872587 0.33144788 0.47560133] [-0.36484533] [ 0.80404702 0.50567559 0.55695668 0.34530294 0.27141242 0.17069719 0.44980296 0.5551838 0.5431538 0.21701174] [ 0.0486515] [ 0.2933543 0.43405304 0.61567529 0.51555321 0.46105931 0.76244997 0.38606678 0.39447879 0.36799057 0.62325525] [-0.14780664] [ 0.4560101 0.73047995 0.45660079 0.6967393 0.56786005 0.54232908 0.37171112 0.45006925 0.4366737 0.73467243] [ 0.31805659] [ 0.70916366 0.65886932 0.51220536 0.56663257 0.28968813 0.22799212 0.42010115 0.57733464 0.62738029 0.43583895] [-0.96648762] [ 0.73592578 0.75948103 0.49843761 0.29720184 0.33828226 0.3052398 0.47988098 0.70877288 0.70943402 0.49595147] [-0.28222234] [ 0.56406256 0.62486502 0.45909556 0.5482045 0.30296816 0.36569541 0.46689688 0.53642667 0.59033914 0.39434638] [-0.81125868] [ 0.44475004 0.49160894 0.40160056 0.63531475 0.34652643 0.42833003 0.3727662 0.48620579 0.3599237 0.38562698] [-0.12418646] [ 0.53068149 0.76852872 0.47774562 0.45325254 0.3378762 0.5473357 0.44860601 0.49099923 0.64225053 0.61917004] [-0.20350493] [ 0.2691233 0.59702707 0.39576036 0.68238962 0.4940313 0.53220762 0.35225891 0.38682934 0.48569396 0.54161178] [ 0.01919242] [ 0.46167761 0.58848059 0.5154473 0.61331629 0.4775823 0.52384705 0.51219469 0.5580659 0.57862861 0.48612137] [ 0.69357938] [ 0.59355636 0.34132041 0.65714615 0.37235631 0.40738762 0.34358842 0.47675429 0.634041 0.34216618 0.29158167] [ 0.62121339] [ 0.33899204 0.51451189 0.48654143 0.50340065 0.43041951 0.49314591 0.54040837 0.49031489 0.58289447 0.38510696] [-0.75238245] [ 0.53465325 0.7188096 0.54027231 0.59408714 0.53214289 0.52800079 0.45080482 0.56752564 0.60845878 0.51439877] [ 0.00135483] [ 0.40470182 0.81178125 0.31499356 0.51259428 0.3713711 0.47962393 0.43499244 0.64687113 0.59440784 0.57730211] [ 0.19754788] [ 0.70854227 0.48559607 0.69535442 0.38717924 0.50542669 0.35154726 0.44835119 0.65298204 0.50249175 0.38245134] [ 0.01685132] [ 0.78376518 0.46219931 0.64169108 0.40135569 0.38369772 0.22248474 0.48426262 0.51847181 0.54318875 0.26311281] [-1.00797312] [ 0.5004301 0.48992879 0.49044887 0.55374244 0.36113627 0.3783357 0.41354656 0.4368259 0.41556293 0.32299221] [ 0.39451224] [ 0.23368234 0.63146588 0.36855121 0.64926724 0.55380952 0.82740473 0.3288436 0.45068649 0.40590523 0.71042767] [-0.40924598] [ 0.47365366 0.42904746 0.55581409 0.42228523 0.49933139 0.39782465 0.45299894 0.48480124 0.42652985 0.65843221] [-0.51289254] [ 0.80188728 0.44098917 0.62132779 0.27127683 0.33878616 0.28506304 0.54711817 0.67185841 0.57993487 0.2763502 ] [ 0.98088404] [ 0.72028928 0.77735448 0.5055411 0.49358738 0.3614983 0.44162859 0.54227273 0.68191832 0.65220739 0.57530996] [-0.32897344] [ 0.5506128 0.59792213 0.64185216 0.37118003 0.65389598 0.45569892 0.38078434 0.50679548 0.47314384 0.65366727] [ 0.50779058] [ 0.17756102 0.61657872 0.51030713 0.65165881 0.45680765 0.76486357 0.33843944 0.27772834 0.51820177 0.69720525] [-0.54249792] [ 0.3706009 0.68382282 0.39580633 0.7119095 0.39107854 0.60883346 0.52448288 0.54535086 0.62740676 0.42237223] [-0.00557669] [ 0.57054087 0.54875166 0.55610778 0.52370073 0.45723204 0.48938663 0.58271094 0.63883744 0.55217001 0.62316578] [-0.11120696] [ 0.37097836 0.61466648 0.53302441 0.50965755 0.46738354 0.65419744 0.42285601 0.63327278 0.65261201 0.54828678] [ 0.05132643] [ 0.20243199 0.69272753 0.42041769 0.65226203 0.36788508 0.72838808 0.30858576 0.42373527 0.46770684 0.56062135] [ 0.45160947] [ 0.59335549 0.50100441 0.52995889 0.3217277 0.50001095 0.39763836 0.54090666 0.46034099 0.49015309 0.38519444] [ 0.51051529] [ 0.59606989 0.33824148 0.70425374 0.305661 0.52720534 0.46308066 0.43520748 0.61343887 0.47003829 0.47518686] [-0.2944101] [ 0.35371894 0.71732314 0.35390403 0.65297797 0.32551819 0.57233033 0.34935723 0.45352512 0.55503115 0.56893065] [ 0.29476499] [ 0.41939292 0.59383834 0.4059372 0.65304654 0.25755325 0.41595052 0.37557075 0.64642384 0.49405556 0.41713171] [-0.38304488] [ 0.29068074 0.74996588 0.34644266 0.59969968 0.27465784 0.46972075 0.43494454 0.604463 0.61549337 0.53258729] [ 0.57373969] [ 0.25996125 0.47820545 0.39068917 0.62393028 0.51177919 0.70415474 0.38061943 0.38568637 0.31087366 0.63407671] [ 0.70354173] [ 0.77065297 0.47442271 0.62810559 0.30940699 0.49443242 0.25200023 0.53104224 0.60873358 0.45603349 0.36759989] [ 0.02948933] [ 0.24068686 0.48181497 0.57428227 0.65925544 0.45926363 0.71678342 0.36780494 0.32820333 0.50311399 0.52948384] [-0.38393253] [ 0.42137141 0.75372119 0.35573804 0.66246416 0.41774437 0.41212186 0.3454354 0.43849405 0.46444578 0.69941206] [-0.2921904] [ 0.25267918 0.41095246 0.50308104 0.45535193 0.56635452 0.61956288 0.44298236 0.37880302 0.41473511 0.41037525] [-0.59380098] [ 0.5218635 0.68643712 0.56671729 0.54898893 0.4766369 0.59553203 0.48799977 0.4920833 0.56253243 0.52024338] [ 0.30894659] [ 0.26828645 0.56652517 0.53588967 0.6014268 0.44255824 0.70901206 0.33895116 0.34186928 0.43248023 0.63949157] [ 0.44685673] [ 0.53129705 0.32135761 0.65877868 0.29091371 0.52365338 0.49489983 0.41324701 0.65131135 0.34616082 0.39098285] [-0.75172954] [ 0.5324713 0.37018836 0.68082698 0.44063506 0.46459054 0.6305408 0.46679312 0.54169683 0.42197382 0.40732142] [-0.47106634] [ 0.70026747 0.5703842 0.50684279 0.41326126 0.39221633 0.33144063 0.55763392 0.53648886 0.61096139 0.4162473 ] [ 0.12733783] [ 0.2751054 0.51246509 0.65475427 0.47190181 0.53258731 0.68897642 0.42465256 0.36030487 0.36184506 0.69548985] [-0.99843784] [ 0.6913828 0.62408969 0.51084502 0.36527826 0.51449923 0.44054224 0.44864358 0.58495023 0.41359927 0.50202779] [ 0.11240793] [ 0.57259326 0.72033495 0.42107126 0.61541093 0.27315657 0.52999494 0.50092481 0.74455296 0.59543706 0.47038688] [-0.08196936] [ 0.42487821 0.74186593 0.39742266 0.64869451 0.38384934 0.73713324 0.42624241 0.55123202 0.51492351 0.6945796 ] [ 0.12057715] [ 0.63837137 0.42807149 0.58632842 0.40719103 0.42145096 0.48078377 0.41500635 0.67016547 0.46007881 0.42699387] [-0.59231249] [ 0.44428662 0.7125785 0.37201541 0.65861686 0.44038265 0.38758098 0.3427524 0.4026062 0.48111811 0.50093454] [ 0.19723817] [ 0.19993179 0.53998861 0.5809189 0.42605961 0.56754537 0.73779416 0.4401407 0.30719165 0.48351484 0.68275266] [ 1.5942384] [ 0.77515313 0.44153218 0.58795549 0.35604573 0.3457234 0.20925683 0.53457133 0.76135308 0.42167467 0.2403702 ] [-0.1905587] [ 0.28271696 0.48893218 0.39893257 0.70509958 0.39146225 0.65521615 0.33053117 0.40059738 0.42485103 0.38999532] [-0.11088298] [ 0.75925045 0.71221786 0.4519174 0.43088891 0.34494059 0.20650177 0.44680772 0.64392418 0.62077081 0.37651769] [ 0.08497613] [ 0.33925821 0.4139242 0.52998888 0.54727536 0.58219658 0.44369281 0.43739172 0.37951908 0.46070389 0.65338796] [ 0.66187648] [ 0.58831997 0.17154823 0.75099971 0.2733426 0.39459034 0.38251695 0.49653262 0.62426114 0.31424215 0.22504841] [-0.64444954] [ 0.36361341 0.63541702 0.44076968 0.56351632 0.34674775 0.49074989 0.37489963 0.51884694 0.59115153 0.48515082] [-0.73037618] [ 0.47322879 0.75294481 0.33699994 0.69400893 0.32942362 0.56551861 0.50642031 0.67411733 0.59100144 0.3569501 ] [ 1.00424693] [ 0.73358236 0.53500708 0.55053589 0.41863318 0.31946666 0.29454413 0.46211618 0.56076769 0.48693926 0.43898839] [ 0.31796606] [ 0.31737102 0.63112664 0.53571239 0.50806605 0.44096907 0.56307783 0.37637388 0.45330098 0.47048313 0.60482946] [ 0.3318064] [ 0.29968463 0.7581612 0.43023615 0.636919 0.51165817 0.73960441 0.36768589 0.58364353 0.63054909 0.69696184] [ 1.37257377] [ 0.75677073 0.58348434 0.52681599 0.48625231 0.32101428 0.23647728 0.50989842 0.52829859 0.55956778 0.31033562] [-0.14320968] [ 0.31296297 0.65370396 0.53717573 0.51681484 0.46598769 0.60409988 0.41774201 0.42925906 0.46422407 0.6206859 ] [-0.3708154] [ 0.48025034 0.69555986 0.55146286 0.5644702 0.46556133 0.70478877 0.55668894 0.56434489 0.59602824 0.60904693] [-0.03087303] [ 0.41427429 0.80044368 0.34648309 0.81167256 0.3248143 0.69028121 0.36220491 0.54432088 0.52508753 0.75856797] [-0.16634401] [ 0.22768496 0.44594563 0.54054406 0.68089076 0.37824902 0.62359815 0.48765079 0.43843877 0.50332502 0.48486539] [ 0.21511074] [ 0.71670267 0.6248606 0.55857414 0.36931232 0.38464306 0.26380478 0.61298956 0.60458876 0.61238806 0.35497123] [-0.48478879] [ 0.52748673 0.49715729 0.62110532 0.35010243 0.43354619 0.35800825 0.47209526 0.47069823 0.48857423 0.35774937] [ 0.15833872] [ 0.54437202 0.78815138 0.51884488 0.57773368 0.4332651 0.58729409 0.50382795 0.54218246 0.60980432 0.51589251] [-0.00270193] [ 0.33823338 0.54975497 0.42642325 0.68533024 0.58559401 0.66516051 0.47405562 0.46895824 0.36733808 0.60672969] [ 0.89074275] [ 0.3715152 0.50777766 0.51468672 0.46473496 0.43537651 0.46298905 0.51515929 0.61834582 0.44684878 0.34219293] [-0.46117864] [ 0.63125931 0.61729505 0.55490047 0.41681191 0.49392407 0.51007635 0.53143155 0.55987075 0.59751358 0.45694011] [-0.02187553] [ 0.46223191 0.44201743 0.4944469 0.46558068 0.45922971 0.4314084 0.36159417 0.53678289 0.33903469 0.53024176] [ 1.89823125] [ 0.65882454 0.69016423 0.42553624 0.50571835 0.24215317 0.26439945 0.50843816 0.64922158 0.6768089 0.2893111 ] [ 0.00135483] [ 0.40470182 0.81178125 0.31499356 0.51259428 0.3713711 0.47962393 0.43499244 0.64687113 0.59440784 0.57730211] [-0.1343284] [ 0.38431004 0.52270244 0.36133485 0.5392611 0.51776333 0.74971511 0.42069042 0.57041112 0.45186938 0.45431546] [ 0.44466148] [ 0.50168728 0.3703982 0.61673233 0.51360731 0.45374452 0.34348971 0.42338943 0.6568964 0.41477092 0.27116205] Progress: 24.6% ... Training loss: 0.478 ... Validation loss: 0.797[ 0.09560877] [ 0.28641289 0.70838191 0.38867619 0.63333911 0.51236138 0.69227771 0.35668547 0.48240264 0.51437511 0.66261417] [ 2.77119171] [ 0.65285451 0.62711592 0.4615603 0.44301428 0.39306144 0.23282539 0.47513888 0.59973018 0.60091931 0.27520375] [ 0.99130253] [ 0.54689629 0.62204115 0.43032732 0.58366431 0.32824406 0.31328878 0.37889734 0.46689489 0.64273301 0.3270177 ] [-0.14938998] [ 0.38384419 0.53224233 0.59978958 0.50528379 0.67120987 0.64560529 0.47854052 0.37791226 0.50503333 0.54411876] [-0.68389422] [ 0.61633268 0.68392491 0.42800038 0.55529405 0.39799536 0.4946475 0.3795468 0.47046623 0.51971754 0.558273 ] [-0.08317866] [ 0.32441672 0.53735674 0.57748719 0.52903886 0.55043409 0.6443384 0.36742891 0.40128538 0.47936705 0.57638375] [ 0.68408871] [ 0.43744118 0.50666203 0.50583438 0.39017852 0.38507724 0.48066076 0.42495741 0.65049068 0.39855659 0.37040261] [-0.50119395] [ 0.42271244 0.53431484 0.49257646 0.59971936 0.42395607 0.60207052 0.48582827 0.48244348 0.43320267 0.39468868] [-0.69648515] [ 0.86186379 0.5629649 0.53304115 0.34517506 0.24921059 0.28554058 0.455018 0.68881737 0.61430434 0.27585017] [ 0.45047696] [ 0.24695177 0.54846579 0.51159129 0.69910652 0.44442355 0.64406664 0.39246631 0.37768411 0.45986331 0.6271138 ] [ 2.1741796] [ 0.75286785 0.54488587 0.55118816 0.40411463 0.32193349 0.3784914 0.49929334 0.64036115 0.4178714 0.33479646] [-0.05779212] [ 0.32177016 0.64650474 0.43884396 0.63095925 0.39997217 0.53311137 0.34449564 0.33503187 0.35235793 0.62738402] [-0.22859093] [ 0.47596638 0.72575342 0.41677647 0.52926918 0.22297939 0.50550938 0.44390676 0.61150539 0.54152739 0.51860552] [-0.94433904] [ 0.65938646 0.76115329 0.41941821 0.52561206 0.3362792 0.35946426 0.5319031 0.66304959 0.64994993 0.37902628] [ 0.40570019] [ 0.40604354 0.61416773 0.58768992 0.45852618 0.44575888 0.56406461 0.39029461 0.45534855 0.58821012 0.59231573] [ 0.0030386] [ 0.68585348 0.66884579 0.42200646 0.37529991 0.32734044 0.24187154 0.48694073 0.56146944 0.60905486 0.27460265] [ 0.91293672] [ 0.78780425 0.70469078 0.60520427 0.25343172 0.39339456 0.40931512 0.61879061 0.66175901 0.56563208 0.455172 ] [ 0.24089595] [ 0.2441703 0.48970548 0.49467829 0.68560923 0.48575999 0.67678777 0.28400164 0.37818426 0.53061333 0.55952848] [-0.06164793] [ 0.46250664 0.82186113 0.40300172 0.6363932 0.45866187 0.69630731 0.40698073 0.56869227 0.60049834 0.72532373] [-0.91642364] [ 0.81390959 0.51352917 0.58059775 0.36248046 0.34050762 0.31719114 0.49663221 0.53125862 0.57259202 0.32923045] [ 0.40188405] [ 0.57106109 0.8044149 0.44537984 0.71556319 0.41777971 0.47332424 0.44503133 0.62040311 0.64328238 0.68844613] [ 0.60354057] [ 0.80054363 0.47568152 0.62494698 0.34341307 0.34755278 0.24805908 0.55963539 0.75317469 0.418605 0.24801583] [-0.08454658] [ 0.68041205 0.60108648 0.49211679 0.44671563 0.43484351 0.36783569 0.50820083 0.60730211 0.49491707 0.52788602] [-0.29102676] [ 0.42954659 0.64790324 0.46263904 0.64479308 0.56941898 0.5284452 0.43268123 0.41897914 0.47742415 0.5598779 ] [-0.41763628] [ 0.31766936 0.55114435 0.48605557 0.47733121 0.4371287 0.57084263 0.37005327 0.51065448 0.38085567 0.46470173] [-0.17319994] [ 0.41331236 0.62819941 0.43457202 0.58434069 0.37675782 0.67812743 0.42312005 0.67800613 0.46985231 0.53273388] [-0.4427158] [ 0.46093951 0.38112851 0.67123084 0.4555385 0.49078144 0.67205178 0.44657928 0.49821482 0.41394039 0.4489308 ] [ 2.81058443] [ 0.6824248 0.60090558 0.47813187 0.53152796 0.1967255 0.30981827 0.42715748 0.79977797 0.5047957 0.29248854] [-0.14998478] [ 0.47947732 0.43560417 0.51760913 0.49048991 0.45660454 0.51291228 0.42179099 0.6109885 0.45821951 0.28744908] [ 0.01610995] [ 0.5550437 0.53076708 0.52538881 0.51915708 0.42408149 0.53086591 0.54077511 0.69123981 0.56005126 0.63850333] [-0.27390162] [ 0.40908711 0.57645115 0.53980441 0.55329884 0.5410239 0.5475593 0.39976543 0.49660406 0.49950251 0.63634608] [-0.16623231] [ 0.55730746 0.58159761 0.55618229 0.39008326 0.50072694 0.50082947 0.4103402 0.54277713 0.55787102 0.65174651] [-0.69481435] [ 0.61464099 0.58636384 0.55585457 0.48982399 0.54776144 0.51523333 0.49584169 0.51542282 0.55320263 0.44473048] [-0.02630008] [ 0.6545393 0.7259311 0.3713497 0.40133185 0.37397423 0.33825632 0.4133274 0.5529885 0.57076514 0.39497453] [ 0.49003539] [ 0.71597827 0.54651307 0.60801807 0.37596114 0.47248145 0.38142098 0.53803778 0.63166868 0.50071427 0.41278361] [ 0.08047215] [ 0.44773296 0.48011485 0.59812901 0.38146146 0.47499264 0.46765866 0.59131751 0.58382627 0.53561001 0.35588977] [-0.27649552] [ 0.69149216 0.73775406 0.55855428 0.40863276 0.33456803 0.29668498 0.48998991 0.57279447 0.72343804 0.42610813] [-0.00312397] [ 0.72589038 0.67831666 0.54251086 0.47712957 0.34627424 0.44826023 0.58311807 0.74687927 0.5969567 0.41831072] [-0.12353487] [ 0.39554499 0.66026939 0.42561095 0.59334373 0.46381691 0.55669601 0.40618047 0.50802006 0.56131207 0.45928128] [ 0.15628454] [ 0.36599292 0.66271139 0.34325607 0.40495933 0.39145382 0.69507326 0.36537463 0.44263618 0.43182104 0.61455706] [ 3.07214747] [ 0.60740938 0.55079423 0.42915405 0.55407853 0.26987212 0.40873729 0.43844253 0.69705295 0.47397504 0.289121 ] [-0.36033423] [ 0.45018094 0.47534279 0.64988628 0.42830632 0.50966101 0.52436309 0.4661147 0.44325933 0.34868617 0.59412358] [ 0.50282773] [ 0.30607674 0.56204464 0.4498269 0.59562255 0.35344781 0.48187374 0.46948276 0.4933441 0.61418169 0.37050865] [ 1.36217768] [ 0.46305853 0.48938621 0.60100009 0.58593269 0.35296239 0.47106118 0.43670293 0.58755069 0.48940002 0.3386138 ] [ 0.21217199] [ 0.30017021 0.52248587 0.48484912 0.53160484 0.44321589 0.64614938 0.32377204 0.43041754 0.36103866 0.50315399] [-0.60751581] [ 0.74021822 0.46356765 0.56927404 0.31049212 0.38437246 0.41460463 0.41424945 0.64288922 0.49685793 0.39455851] [-0.48963263] [ 0.71926115 0.6225297 0.50110861 0.32028784 0.3060539 0.41818996 0.43678856 0.66780441 0.4948742 0.43437925] [-0.39171651] [ 0.59301542 0.78657293 0.44179321 0.51395414 0.47225767 0.72671106 0.42210309 0.64081755 0.56602009 0.70697888] [ 0.23722502] [ 0.20853063 0.52019139 0.53614503 0.5481304 0.59280065 0.69097855 0.46650857 0.28559779 0.49287949 0.59383103] [ 0.83554997] [ 0.68526798 0.66640831 0.57624077 0.40221536 0.4781329 0.38190654 0.4515052 0.56890974 0.59759242 0.43983258] [-0.15089533] [ 0.79032062 0.40375211 0.67451042 0.30338341 0.50660365 0.29718921 0.59273441 0.63459116 0.57363855 0.24239641] [ 0.13330629] [ 0.43404162 0.64750657 0.31858622 0.69290866 0.32155821 0.36280568 0.43994268 0.49406746 0.59053379 0.67198163] [ 0.24608566] [ 0.47741087 0.6191877 0.45062834 0.74344372 0.3786293 0.60416422 0.51882418 0.58135396 0.5001536 0.5404837 ] [-0.14218886] [ 0.67947266 0.53235232 0.50980779 0.32590881 0.35540221 0.25923972 0.57914472 0.67054612 0.44501184 0.28000901] [ 0.4129992] [ 0.61560242 0.21945743 0.71436907 0.2378675 0.48940831 0.43581574 0.52596212 0.76705604 0.33449782 0.26258987] [-0.82167804] [ 0.77559277 0.53601189 0.62463837 0.29748653 0.43434655 0.47220999 0.58129101 0.72067479 0.63624046 0.3970433 ] [ 0.19933034] [ 0.36189577 0.49807035 0.61810242 0.45555925 0.63538422 0.56920222 0.34507781 0.37248868 0.47685895 0.52607381] [-0.82167804] [ 0.77559277 0.53601189 0.62463837 0.29748653 0.43434655 0.47220999 0.58129101 0.72067479 0.63624046 0.3970433 ] [ 0.68060462] [ 0.73191777 0.58279581 0.51335713 0.37039101 0.26459277 0.17912928 0.51660317 0.71838694 0.66553128 0.24590019] [ 0.66076575] [ 0.54525812 0.59503074 0.64773588 0.44467051 0.51297887 0.42716762 0.43433415 0.61572313 0.58821546 0.46004946] [ 0.66340092] [ 0.64520917 0.75480794 0.55868967 0.39257098 0.49827321 0.39454321 0.48616602 0.69420332 0.59820243 0.54399571] [-0.51409414] [ 0.38860687 0.38253292 0.68029889 0.43823561 0.49208488 0.53489555 0.40122808 0.37656562 0.31181989 0.41545528] [-0.01903196] [ 0.260637 0.54809855 0.44776735 0.55992085 0.44053771 0.68425063 0.36749824 0.51124659 0.48346593 0.56343476] [ 0.83811998] [ 0.67533071 0.66521584 0.44251238 0.62047265 0.26461611 0.24445169 0.44125939 0.56181237 0.56634694 0.46480088] [-0.42408329] [ 0.47426534 0.76418467 0.41485546 0.60089404 0.26567256 0.5640201 0.38790538 0.53928671 0.51149545 0.61409613] [-0.2407305] [ 0.43603499 0.70196781 0.48734377 0.56929328 0.309796 0.55535036 0.51145821 0.68809227 0.53029115 0.39141392] [ 0.09256588] [ 0.28284601 0.50367521 0.49146003 0.55004256 0.46979476 0.57235496 0.40228015 0.36478103 0.47411471 0.51889523] [ 0.10067103] [ 0.36259628 0.4223462 0.64980386 0.39967297 0.46042484 0.63364974 0.47410687 0.4434297 0.4267494 0.51957755] [-0.05857731] [ 0.6028033 0.56313524 0.58876871 0.45437106 0.34505358 0.39757717 0.47439164 0.52149374 0.58698502 0.4496155 ] [ 0.11241736] [ 0.33378821 0.65568146 0.36031085 0.58648736 0.57123774 0.76828239 0.45689213 0.54208108 0.39962741 0.68063203] [-0.57441605] [ 0.75698305 0.67416633 0.48391053 0.38271597 0.27195429 0.23977033 0.49484106 0.5833053 0.65428983 0.34960268] [ 1.49066142] [ 0.71563475 0.64521768 0.55199207 0.5320481 0.48417951 0.39489827 0.53406061 0.65504005 0.6188438 0.3666566 ] [ 0.14361766] [ 0.62305496 0.51468758 0.56837674 0.35447856 0.39910662 0.31672057 0.52382433 0.59862821 0.48625921 0.42232855] [ 1.48206022] [ 0.51675104 0.76847081 0.41525625 0.64137281 0.40765835 0.54502075 0.45435975 0.5669107 0.53867924 0.52937152] [ 2.66521125] [ 0.78734672 0.68678242 0.45636608 0.39270104 0.22388644 0.1696475 0.46863644 0.68964107 0.62513174 0.36253717] [ 0.84597256] [ 0.6113684 0.54602213 0.54449439 0.47914891 0.27960558 0.37326626 0.44141011 0.48697953 0.52492199 0.38973791] [-0.4894701] [ 0.57426207 0.33437093 0.59620335 0.31425945 0.48269364 0.41274603 0.44354197 0.48335368 0.31607362 0.33472842] [ 0.22300314] [ 0.5362243 0.58302086 0.46209293 0.45624874 0.35922864 0.47564836 0.50945113 0.57999316 0.54042572 0.42460772] [ 0.11042919] [ 0.50827528 0.6791672 0.41661432 0.72976537 0.36288183 0.48902091 0.48186195 0.63905778 0.47995837 0.67906026] [ 0.16595828] [ 0.30953997 0.67641462 0.4304885 0.68373853 0.46149658 0.78228364 0.32185645 0.48978656 0.54536846 0.62618585] [ 0.05117153] [ 0.36624994 0.32426296 0.62061763 0.474596 0.49503087 0.46379585 0.43919149 0.44668401 0.39621472 0.32333174] [-0.11997806] [ 0.41837815 0.72724255 0.38497792 0.64646341 0.3825511 0.66883221 0.51576013 0.61272539 0.57501642 0.74850045] [-0.6145044] [ 0.58647892 0.74001276 0.48438927 0.48303156 0.46606279 0.63707557 0.48852794 0.64033998 0.55879719 0.64143446] [ 1.59274687] [ 0.38207633 0.59176732 0.50574222 0.47009842 0.5174301 0.38160121 0.44658301 0.44901716 0.50065228 0.51500024] [ 0.47618703] [ 0.31924255 0.67413492 0.37275619 0.74510983 0.48369062 0.75303956 0.45884219 0.49140777 0.4156073 0.60064403] [-0.06983818] [ 0.5217057 0.63958347 0.5782304 0.40817626 0.57062926 0.48465869 0.49232643 0.50478556 0.52281168 0.48914613] [-0.15652851] [ 0.40729384 0.75385694 0.4943557 0.53104668 0.428345 0.64380598 0.4655733 0.40167227 0.6383578 0.66351441] [ 0.84570565] [ 0.48324425 0.73975729 0.47201599 0.65466329 0.40260589 0.46506584 0.40340019 0.60520363 0.71408316 0.47457735] [ 0.37008729] [ 0.38946 0.65735446 0.48456507 0.64666189 0.49306477 0.65014962 0.38840251 0.59053971 0.53396192 0.61949154] [-0.16052581] [ 0.44263282 0.77822705 0.38918704 0.6560447 0.43323922 0.56841256 0.43462782 0.37145108 0.57213072 0.66188326] [ 1.24276897] [ 0.65881658 0.76058207 0.50670535 0.31933801 0.30385481 0.43662102 0.50832836 0.5330964 0.6231333 0.53138343] [ 1.0201503] [ 0.52470373 0.51899692 0.58376246 0.54851421 0.27603216 0.45234031 0.45130445 0.68905439 0.4975856 0.34572003] [ 0.651859] [ 0.58743079 0.32366552 0.69679199 0.39261713 0.39747674 0.46423748 0.41029562 0.48053264 0.43901313 0.31958679] [ 1.154588] [ 0.77049925 0.61900754 0.59163951 0.26949839 0.41861358 0.29135564 0.59751448 0.68048692 0.61620569 0.30799974] [ 0.47201166] [ 0.66466748 0.54072183 0.5053082 0.43001699 0.32850234 0.20764088 0.46066752 0.61426624 0.57508357 0.2418897 ] [-0.47203725] [ 0.66142196 0.5016173 0.52878412 0.40891197 0.40904584 0.4249314 0.52870498 0.47912092 0.63359339 0.36796054] [ 0.12107958] [ 0.37356957 0.64029811 0.37540276 0.69813192 0.26659494 0.49971318 0.3233969 0.36927077 0.56666772 0.43524347] [-0.06921866] [ 0.45492586 0.82589406 0.42602362 0.73534154 0.39725524 0.7193482 0.34845185 0.54969461 0.59601626 0.70310002] [ 0.90891728] [ 0.65780794 0.40917909 0.56196687 0.340526 0.41713841 0.3641713 0.46147072 0.64812804 0.43380393 0.32843094] [ 0.73301244] [ 0.51482658 0.56030548 0.58031514 0.44082771 0.41590898 0.53970797 0.41442965 0.43849012 0.54689444 0.5073598 ] [ 0.0910446] [ 0.33994013 0.48786259 0.63853399 0.48355736 0.56033742 0.66504453 0.44668075 0.33847679 0.37425426 0.55512392] [-0.07378529] [ 0.66249838 0.52320118 0.68141671 0.30235394 0.53896865 0.31752604 0.48896191 0.6892102 0.40828618 0.51340793] [ 0.63946703] [ 0.74425514 0.66798349 0.51845367 0.33247562 0.26613753 0.32240325 0.50460646 0.566259 0.55119203 0.40912384] [ 0.00713067] [ 0.4830751 0.5224546 0.49746964 0.48701508 0.39019058 0.43785425 0.42644606 0.43139458 0.57256448 0.40484826] [ 0.1981046] [ 0.27590497 0.65990661 0.46454144 0.75924407 0.35532747 0.72173825 0.33188942 0.41537673 0.56809815 0.56446892] [ 0.00169036] [ 0.4579563 0.56995627 0.3582156 0.65013172 0.29191116 0.48442865 0.34352285 0.52109132 0.54656009 0.40257763] [-0.14609288] [ 0.51490671 0.5049546 0.51093446 0.49447393 0.42901636 0.30109985 0.51908681 0.61173974 0.54100179 0.44323181] [-0.13054386] [ 0.78435722 0.59289161 0.66603929 0.36454966 0.48376863 0.27211236 0.55990775 0.65209756 0.566751 0.44301541] [ 1.4020531] [ 0.74018982 0.57571944 0.47092845 0.37764769 0.51122602 0.31888156 0.66615572 0.66999595 0.52412292 0.24458367] [ 0.56594237] [ 0.65058581 0.51532302 0.65085617 0.39166417 0.51019696 0.39812528 0.48044504 0.65968211 0.41880409 0.37316891] [ 2.53892769] [ 0.82586832 0.47478119 0.66148558 0.22530812 0.43474757 0.21961577 0.58418216 0.72537354 0.45964685 0.34028792] [ 0.81897687] [ 0.41132133 0.70075634 0.41653016 0.62299782 0.25780526 0.52611514 0.42724421 0.50837909 0.63452485 0.52244264] [-0.58867783] [ 0.63200134 0.38629333 0.67752768 0.43509995 0.37416058 0.34097873 0.53054935 0.58453185 0.46087617 0.31360845] [ 0.12942249] [ 0.55381906 0.71956025 0.5249649 0.70523394 0.44008047 0.56025105 0.40553979 0.58110352 0.56613957 0.45948998] [-0.02300745] [ 0.67521596 0.56783596 0.52750831 0.42033924 0.31058512 0.35560027 0.47419208 0.57023499 0.51599706 0.47444004] [-0.0555826] [ 0.33509212 0.65512128 0.45188775 0.64951413 0.53722583 0.53877435 0.37900761 0.30097958 0.43595812 0.56727568] [-0.99005693] [ 0.84778519 0.7036013 0.49983008 0.32909145 0.26647234 0.30354925 0.50416297 0.69162634 0.61903178 0.46187827] [ 0.76137597] [ 0.78829254 0.54208533 0.6203986 0.30049228 0.28662573 0.2007064 0.54178539 0.7176346 0.54449589 0.2517276 ] [-0.17047085] [ 0.44146468 0.4786436 0.59088543 0.26067293 0.54404519 0.55066608 0.46828156 0.68949784 0.46168785 0.48485871] [ 1.92777527] [ 0.69188744 0.61550238 0.47124959 0.49097499 0.24274273 0.36109492 0.42896021 0.63489994 0.5952044 0.33766292] [ 0.18004535] [ 0.36224439 0.49205559 0.46013124 0.56601235 0.48741511 0.66583746 0.35998612 0.57119373 0.56811038 0.45485025] [-0.05264036] [ 0.49975684 0.58440458 0.47465963 0.6376403 0.34870673 0.37423988 0.49479487 0.64467494 0.58576849 0.42393238] [-0.93606035] [ 0.80530769 0.50789307 0.57913224 0.33219994 0.2742386 0.31478886 0.52126805 0.63295714 0.58917333 0.32425103] [ 0.80041263] [ 0.57517597 0.53590345 0.49303699 0.48764514 0.37575093 0.34153583 0.39683724 0.59249267 0.60232339 0.33048834] [-0.5140991] [ 0.59379863 0.50823572 0.46423608 0.45273544 0.28277271 0.51984675 0.50622083 0.70484984 0.45800349 0.30986195] [-0.39090523] [ 0.79756195 0.65654145 0.58550259 0.46211443 0.38870685 0.34065989 0.45724097 0.77537254 0.6626103 0.37867692] [-1.30671551] [ 0.84304857 0.50558172 0.58871441 0.31796379 0.27051245 0.22690785 0.55376307 0.68338596 0.52192956 0.34216519] [-0.28435665] [ 0.42755134 0.63252632 0.47055271 0.5601581 0.36621375 0.72896571 0.42554139 0.64237114 0.46039745 0.54836159] Progress: 24.9% ... Training loss: 0.510 ... Validation loss: 0.751[ 2.04791542] [ 0.78024684 0.62696777 0.61796638 0.37791921 0.31692618 0.23432003 0.53596556 0.84736157 0.60264315 0.26392322] [-0.39997186] [ 0.39138232 0.48373304 0.46390636 0.63827284 0.50200304 0.63527675 0.36283067 0.54161383 0.60196246 0.39452054] [-0.55423216] [ 0.3579416 0.54288111 0.44397417 0.57247914 0.42805498 0.71858599 0.38203897 0.54718161 0.50346002 0.51290167] [-0.81878282] [ 0.47697495 0.50106538 0.62303546 0.29320639 0.64484626 0.3714329 0.45955122 0.54281608 0.40144882 0.57929119] [-0.05465341] [ 0.29620794 0.64956762 0.41582387 0.56889308 0.47561503 0.6845435 0.35688111 0.60710675 0.57527342 0.6079867 ] [-0.02913138] [ 0.18629676 0.56521388 0.40295565 0.6907977 0.48565562 0.54407496 0.41858818 0.33294798 0.56263218 0.71333739] [-0.03068593] [ 0.22256449 0.56543087 0.41357451 0.665446 0.50510789 0.80550833 0.40333397 0.49429748 0.56906822 0.58115372] [ 0.42484738] [ 0.61774936 0.68938823 0.46838634 0.5700611 0.40487174 0.33179112 0.56618094 0.59263257 0.62019764 0.47753088] [-1.32119943] [ 0.70299837 0.52594803 0.55618105 0.48589511 0.4395341 0.55728495 0.52542188 0.67993248 0.46453382 0.41545969] [ 0.04267543] [ 0.32794963 0.61692234 0.43293806 0.49594235 0.39643861 0.56197051 0.4554034 0.55811428 0.47510234 0.49724623] [ 0.36302824] [ 0.39341513 0.49599563 0.50599361 0.50555069 0.49673891 0.59632609 0.36039063 0.52735006 0.58299974 0.41471622] [-0.31724671] [ 0.32463313 0.57804331 0.49411292 0.61652577 0.37331942 0.61767267 0.36872882 0.51988634 0.50167011 0.53057466] [-0.03868309] [ 0.58804572 0.68129077 0.48742038 0.44708498 0.26692257 0.32219419 0.50977026 0.64453882 0.59666428 0.41643818] [-0.68680331] [ 0.70581312 0.73596859 0.56395301 0.39882608 0.32593636 0.27745375 0.49824999 0.5927567 0.73012971 0.40641745] [-0.16713487] [ 0.58946274 0.7009924 0.45457811 0.48420411 0.38119512 0.408435 0.51309634 0.56777015 0.5670362 0.48238574] [-0.2355134] [ 0.45752526 0.58313962 0.53488429 0.58189768 0.53886781 0.55747884 0.4183836 0.54135917 0.59944508 0.46919748] [-0.19565477] [ 0.63582992 0.58856118 0.55829031 0.62393089 0.4842062 0.57190233 0.40160113 0.56179382 0.58181186 0.47675152] [ 0.28892516] [ 0.28935141 0.44489463 0.58197363 0.52966733 0.52669934 0.60042522 0.43596006 0.35165929 0.49331656 0.52972744] [-0.58363932] [ 0.41455714 0.53276722 0.49409651 0.34106064 0.44470641 0.49051294 0.40271336 0.61107607 0.38916774 0.44420178] [ 0.88593968] [ 0.40060865 0.63106367 0.41838668 0.57018027 0.29929249 0.5574125 0.40862623 0.5693353 0.47436076 0.49622726] [-0.77400839] [ 0.44942917 0.57488066 0.45449192 0.43362198 0.38858546 0.66036725 0.36318323 0.59950659 0.45429209 0.48130533] [-0.57826728] [ 0.45640389 0.42850721 0.57052306 0.32562219 0.43241969 0.39606869 0.44551148 0.63511508 0.37445405 0.31511039] [-0.64902854] [ 0.41872138 0.68865294 0.44671494 0.56158377 0.29436502 0.42814086 0.41145875 0.53196257 0.5928581 0.47564673] [-0.3926598] [ 0.33483104 0.54750641 0.50868198 0.64432939 0.42826125 0.60831325 0.34324585 0.40264135 0.45031444 0.55728948] [-0.63069098] [ 0.64199999 0.72797417 0.3708863 0.41272499 0.34566747 0.34956123 0.41409514 0.60214312 0.53085504 0.57080515] [ 0.46031496] [ 0.66505359 0.77534685 0.39569593 0.52771184 0.26772504 0.26433648 0.46408392 0.67510092 0.66313368 0.42062889] [-0.88899114] [ 0.45110759 0.43265455 0.5724514 0.47372941 0.52676062 0.49947971 0.49317801 0.48627013 0.26672722 0.44724504] [-0.85197882] [ 0.65526188 0.5389087 0.57507314 0.35200145 0.4309523 0.34567872 0.64226268 0.69083034 0.47652874 0.37690087] [-1.07660244] [ 0.55578599 0.70772244 0.38155869 0.63843912 0.30909415 0.38701815 0.37948878 0.44527612 0.48227393 0.49005147] [-0.29583539] [ 0.31450802 0.77536191 0.38389038 0.69368651 0.39457665 0.62808144 0.41044845 0.45308858 0.46713436 0.6138751 ] [-1.28930282] [ 0.63059138 0.51735601 0.5537341 0.62619376 0.48126214 0.44232869 0.42236023 0.52388061 0.48821431 0.32253019] [-0.28258731] [ 0.32301524 0.60528302 0.4343585 0.67706222 0.41549461 0.67816437 0.41718596 0.34349659 0.47698266 0.54723231] [ 0.51837631] [ 0.51778592 0.63234015 0.37122517 0.53865552 0.34929583 0.50252787 0.48772535 0.71999474 0.54168083 0.28631769] [-0.3867003] [ 0.27526721 0.54233345 0.54010442 0.52067516 0.4734903 0.76969463 0.40645822 0.58578423 0.47501157 0.56275202] [ 1.73046929] [ 0.42516573 0.5881521 0.44275201 0.6141337 0.37130478 0.44714494 0.3547169 0.52430326 0.58534356 0.47849989] [ 0.41737318] [ 0.6457781 0.41935537 0.51497328 0.32353749 0.34788518 0.2174419 0.58065288 0.70397225 0.53449099 0.15195731] [ 0.02987673] [ 0.38353025 0.58172419 0.58073355 0.53282762 0.37969415 0.67266408 0.37811574 0.41299474 0.57489797 0.56675924] [-0.08799169] [ 0.31159386 0.43403055 0.50273293 0.50373365 0.41405121 0.60569347 0.47454125 0.48643723 0.35631015 0.39220084] [-0.26529986] [ 0.24719665 0.3538669 0.60723621 0.51105321 0.46097152 0.61232641 0.46511223 0.37394648 0.45893418 0.43755998] [-0.00837189] [ 0.243968 0.63114421 0.43414764 0.6980877 0.43659709 0.74303403 0.32237556 0.52066448 0.60127067 0.64639958] [-0.82519227] [ 0.62887572 0.48424847 0.62481599 0.39325724 0.4392292 0.29551557 0.43774516 0.60854982 0.52952006 0.45098917] [ 1.60145609] [ 0.66276563 0.65921304 0.46459853 0.53254479 0.24781138 0.25436278 0.4888795 0.65705058 0.61135534 0.28534964] [-0.32640561] [ 0.41893216 0.3530143 0.65568557 0.38531634 0.56227207 0.61188219 0.45534199 0.41992129 0.33135543 0.55228911] [ 0.02661118] [ 0.62669456 0.54721008 0.57201922 0.53020451 0.42123149 0.49405822 0.49638316 0.63011285 0.615041 0.36469178] [-0.64941602] [ 0.68134205 0.52177835 0.54716728 0.35213268 0.36464092 0.29630808 0.47087822 0.65553925 0.48444128 0.4337872 ] [ 0.55794979] [ 0.59022495 0.72323787 0.51992414 0.39651756 0.41247018 0.43141309 0.55176644 0.61232299 0.61863017 0.47677757] [ 0.44539419] [ 0.3356894 0.71566837 0.39024967 0.69569934 0.44357434 0.6543029 0.37948131 0.42518108 0.60730739 0.59074886] [-0.29067291] [ 0.27993604 0.39657858 0.60878803 0.46327274 0.49197586 0.66582655 0.44538239 0.35734716 0.42936492 0.51350414] [-0.62190388] [ 0.79595579 0.65012817 0.44663432 0.42831206 0.29449597 0.17889233 0.52336081 0.56763806 0.65775938 0.27762211] [-1.07974522] [ 0.72375228 0.32017939 0.69253426 0.3338596 0.3868668 0.40389649 0.46371628 0.66021721 0.3908989 0.33766443] [-1.17726556] [ 0.54272104 0.65354644 0.49544005 0.49009777 0.36648512 0.40054996 0.45909797 0.52235954 0.61571221 0.56448366] [-0.63590309] [ 0.66530895 0.54731445 0.42664689 0.40787893 0.35994608 0.26662656 0.38016777 0.60546002 0.41499499 0.41084427] [-0.58534901] [ 0.36902743 0.6263568 0.50367819 0.4735254 0.49289653 0.53733373 0.4481598 0.54012596 0.59211238 0.5520608 ] [-0.81926643] [ 0.59586957 0.41280079 0.64498864 0.22481873 0.53568639 0.45611167 0.48003076 0.49396981 0.4334469 0.4268834 ] [-0.24921428] [ 0.83736944 0.48726284 0.59850687 0.23550959 0.38239716 0.37874962 0.56035882 0.73310794 0.39494042 0.31615208] [ 0.65003007] [ 0.66806864 0.34717675 0.69549115 0.29497869 0.44686981 0.38236088 0.54512623 0.71055392 0.42283343 0.31051706] [-0.57500008] [ 0.4943103 0.53191269 0.6934932 0.3518596 0.6254776 0.52833209 0.44214486 0.50052933 0.34909666 0.64834716] [-0.76882566] [ 0.51627808 0.62105561 0.48245893 0.51356666 0.3663646 0.58805254 0.3314486 0.54289414 0.44664421 0.5659528 ] [-0.42376893] [ 0.26185454 0.62281302 0.43457872 0.68642393 0.46934487 0.63193295 0.39718719 0.45764427 0.62595573 0.53111959] [-0.22996159] [ 0.42284945 0.79524431 0.46789392 0.68281197 0.47728954 0.6910733 0.48440027 0.50847812 0.61471625 0.75338577] [-0.72993504] [ 0.44732388 0.73491911 0.48548677 0.612695 0.44741823 0.5526028 0.42164161 0.51714265 0.58001124 0.53268293] [-0.49987174] [ 0.32523739 0.54980314 0.47029715 0.49372309 0.46964821 0.64299762 0.45186626 0.64420347 0.58276381 0.46014155] [ 0.16051079] [ 0.4383815 0.55030326 0.47688696 0.38672027 0.4001351 0.53274208 0.41912217 0.5237419 0.44909517 0.55718098] [-0.24877083] [ 0.37308836 0.31424119 0.69167437 0.51063505 0.53945664 0.61381438 0.47185421 0.35232253 0.35116642 0.49480336] [ 2.22012423] [ 0.60532751 0.69572131 0.41511691 0.51182547 0.36129672 0.25298141 0.45568293 0.60714271 0.65003346 0.30079546] [-0.3027768] [ 0.31621066 0.67178346 0.33363988 0.53320919 0.39412416 0.60895358 0.39348069 0.52678478 0.61445699 0.5099775 ] [-0.45358506] [ 0.42460528 0.79440602 0.46274197 0.62410048 0.42876657 0.66216628 0.4710607 0.50528773 0.64993126 0.75246508] [-0.09190928] [ 0.37698996 0.4827136 0.52850388 0.45010848 0.42838137 0.77711948 0.3767656 0.46923367 0.3930004 0.5892334 ] [ 0.90238987] [ 0.52154488 0.43481649 0.47188652 0.40588514 0.39299792 0.24193304 0.57351051 0.69202755 0.4631848 0.37998819] [-0.73225243] [ 0.39099144 0.2904503 0.7343657 0.39238846 0.44677919 0.54002158 0.43598351 0.48472413 0.30925634 0.40484196] [-0.34380062] [ 0.49362246 0.66889014 0.4754951 0.51950584 0.33523952 0.43806269 0.38745341 0.57768493 0.49309139 0.44575598] [ 0.04916396] [ 0.77143639 0.50721794 0.60581079 0.25742133 0.41398212 0.22251646 0.55716445 0.61889032 0.53400261 0.29083522] [-0.24659845] [ 0.55828087 0.50593049 0.55502153 0.39494852 0.46041124 0.27381286 0.43362586 0.4951321 0.48482172 0.41912032] [ 0.18800259] [ 0.19422218 0.74122958 0.41276481 0.72538523 0.49693316 0.75466077 0.41776545 0.44626312 0.49625881 0.74482423] [-0.62151908] [ 0.48612827 0.67058367 0.49319652 0.69291244 0.52087882 0.55350112 0.39017798 0.49078228 0.44729367 0.60262072] [ 0.71076413] [ 0.85313756 0.59026611 0.62823088 0.34774213 0.44730233 0.20597674 0.5206287 0.74831306 0.55207668 0.33017881] [-0.62640666] [ 0.44694168 0.70970427 0.40354349 0.59016125 0.46382159 0.68840725 0.518085 0.61027114 0.52697151 0.59655412] [-0.5710782] [ 0.5832461 0.64789616 0.51825554 0.5950787 0.40791521 0.4817255 0.47101147 0.63150087 0.55944619 0.3728429 ] [-0.20558968] [ 0.34429249 0.55517322 0.5403642 0.52687888 0.61768699 0.58779798 0.42590415 0.26671975 0.35807482 0.61896496] [-0.14042368] [ 0.35000849 0.49433409 0.40212373 0.56429076 0.38481537 0.60107574 0.38096265 0.52065358 0.40027712 0.45394777] [-0.57900497] [ 0.47639169 0.60707942 0.54147514 0.51652502 0.44313504 0.60097968 0.44973711 0.51290499 0.38242425 0.57501225] [-0.30438229] [ 0.55341697 0.65274957 0.50996718 0.50736191 0.44734159 0.67352379 0.45662765 0.63998822 0.52168165 0.60555052] [-1.00366034] [ 0.48088082 0.56259806 0.56273513 0.41679332 0.43128457 0.57504342 0.43582499 0.51320808 0.54844915 0.48989681] [-0.48415353] [ 0.4629357 0.29634677 0.73289355 0.4017687 0.5977265 0.57983671 0.41854473 0.37347974 0.37579765 0.43071274] [-0.03227524] [ 0.20787654 0.48795567 0.50071399 0.55789358 0.52250737 0.75508297 0.38553541 0.38323957 0.4413048 0.62602662] [ 0.0087733] [ 0.33500988 0.47876645 0.48626489 0.45568777 0.47772057 0.57897906 0.46165355 0.56912234 0.5798312 0.40681182] [ 0.06252366] [ 0.37002765 0.38536576 0.62818951 0.47051992 0.49586953 0.68330948 0.3818326 0.46689695 0.2957425 0.54920578] [-0.77216104] [ 0.48730358 0.73547738 0.36358298 0.59483814 0.42029915 0.45413287 0.31181903 0.56398695 0.4962769 0.70091043] [-1.02718826] [ 0.43355318 0.43424116 0.51151979 0.36682191 0.52352985 0.45051186 0.4700774 0.57115653 0.48696152 0.35061404] [-0.53555611] [ 0.3456653 0.65870568 0.42621082 0.61535136 0.42269029 0.73713241 0.51096631 0.5767326 0.56720526 0.50770333] [-0.66025371] [ 0.73178362 0.34318329 0.71899566 0.33664851 0.56589935 0.23398189 0.49195892 0.62368253 0.33783056 0.39735909] [ 0.03627505] [ 0.79954126 0.33195339 0.6587192 0.18530187 0.43323093 0.25662972 0.51412159 0.62865012 0.45079832 0.24607925] [-0.58571518] [ 0.46026838 0.70503912 0.39818439 0.53477599 0.40666343 0.38297204 0.36586829 0.55985822 0.52775318 0.64704804] [-0.20778301] [ 0.27358993 0.38701394 0.47466007 0.4213111 0.52084701 0.57285751 0.44958951 0.48486379 0.35499719 0.34868619] [-0.89195673] [ 0.66346831 0.60611497 0.51904753 0.61481392 0.40704553 0.36420123 0.4113019 0.71636849 0.55180075 0.37444189] [-1.02114843] [ 0.71725584 0.65362883 0.47281867 0.4784662 0.26828035 0.19034394 0.42429825 0.67462363 0.53495998 0.40957046] [ 0.34633952] [ 0.84019321 0.48234175 0.61858115 0.23197514 0.34413447 0.21830485 0.57847431 0.7453191 0.47668101 0.24006084] [-0.48148545] [ 0.46758471 0.47884846 0.59001758 0.4464373 0.49525802 0.39425603 0.42401307 0.51073475 0.42175484 0.39496441] [-0.34905735] [ 0.67422864 0.71896474 0.43629729 0.55707714 0.28049807 0.40104564 0.34265032 0.60867991 0.6607144 0.40826474] [-0.58118585] [ 0.63234492 0.41405832 0.6035741 0.44959592 0.52138076 0.37364229 0.55384353 0.54979395 0.4521381 0.472762 ] [ 0.24668066] [ 0.49961086 0.58063036 0.50441342 0.55711538 0.28670441 0.36765265 0.3701623 0.63197207 0.48111806 0.40138121] [-0.97369393] [ 0.47986155 0.60724067 0.56111192 0.49898543 0.45493445 0.5201751 0.53108516 0.52229313 0.52276889 0.4024316 ] [-0.36924306] [ 0.41341648 0.3810733 0.63898681 0.31679244 0.50872866 0.60812865 0.44161384 0.38923395 0.29099586 0.52898293] [-0.12295934] [ 0.5954373 0.76621661 0.51747406 0.52528397 0.33528338 0.52123031 0.5262291 0.60770923 0.66956572 0.51631645] [-0.13642916] [ 0.54158538 0.48103336 0.48580557 0.44632977 0.27484975 0.43592443 0.48107866 0.48257607 0.48265754 0.35626423] [-0.48061672] [ 0.3223923 0.43164958 0.54288791 0.39887769 0.49288712 0.49373815 0.46557941 0.50007381 0.36990976 0.42376251] [ 0.40046971] [ 0.15582928 0.66774141 0.36854579 0.72186591 0.57275799 0.73341617 0.38633673 0.2757752 0.38827343 0.69761621] [-0.67327734] [ 0.6385256 0.56250417 0.49726945 0.5217065 0.33937922 0.33456302 0.53260212 0.71212163 0.65184235 0.22719089] [-0.84174619] [ 0.46142193 0.72756993 0.33721012 0.60222155 0.40686628 0.61746118 0.33040491 0.64695525 0.64041019 0.57270756] [-0.72196086] [ 0.36678326 0.57548338 0.48607289 0.41189029 0.37833991 0.54732967 0.39738017 0.43274803 0.48416072 0.4931075 ] [-0.6587251] [ 0.48064954 0.72673714 0.46930345 0.45472683 0.6360144 0.57565856 0.4159182 0.47871873 0.571058 0.62426961] [-0.30659626] [ 0.29995765 0.59604393 0.42756489 0.69340727 0.39043832 0.61652185 0.41606401 0.33207416 0.56167331 0.53530756] [-0.63370035] [ 0.32370958 0.76731102 0.29316648 0.71570138 0.37036763 0.61696015 0.50777899 0.60830082 0.50137472 0.52152892] [-0.62336525] [ 0.65065424 0.77871314 0.36399943 0.32828855 0.33671761 0.42024934 0.4505335 0.6113416 0.58439829 0.53092764] [ 0.06684588] [ 0.76643364 0.63283266 0.53210569 0.45513681 0.40748216 0.3576149 0.42602426 0.72734209 0.61402126 0.32865631] [-0.85939387] [ 0.56768581 0.54528364 0.59306961 0.37086955 0.48490796 0.35159441 0.48808823 0.57941648 0.5336196 0.45485124] [-0.74880818] [ 0.42864567 0.6041191 0.44268324 0.41904785 0.53347911 0.57080211 0.38587581 0.48448531 0.49651453 0.52602192] [-0.43812596] [ 0.24575437 0.5791508 0.46328672 0.63136894 0.42591285 0.52891819 0.38916165 0.40569774 0.48466437 0.45796408] [-0.71850076] [ 0.51851577 0.72022102 0.45350273 0.58850553 0.3343374 0.57889066 0.45536051 0.47168655 0.59700844 0.58201858] [ 0.18179507] [ 0.68667747 0.8164437 0.52556286 0.4894282 0.37787725 0.42865211 0.53497727 0.67008352 0.73682455 0.50146263] [ 0.25401851] [ 0.36081762 0.72582078 0.46921836 0.55991767 0.41017601 0.6709046 0.38395228 0.56407341 0.53777695 0.68403692] [-0.38001221] [ 0.31376872 0.5828035 0.466023 0.39640175 0.56091853 0.6128571 0.43239479 0.46147947 0.52781718 0.63082669] [-1.05019222] [ 0.61303633 0.69623724 0.46302354 0.62313211 0.52694411 0.44219373 0.33573645 0.63943104 0.48469406 0.61356446] [-0.58855742] [ 0.62325616 0.72742881 0.4771115 0.60869405 0.40399877 0.55352278 0.5067636 0.62853216 0.61946675 0.53168014] [ 0.93662647] [ 0.82226968 0.61289807 0.6245104 0.26295219 0.3839014 0.28783286 0.63784567 0.73139843 0.58812126 0.30316205] [-0.10098718] [ 0.81068476 0.63723547 0.62362461 0.30601865 0.39114 0.27712131 0.67002141 0.73053388 0.60969761 0.33571887] [-0.41666739] [ 0.52595976 0.41242763 0.39898631 0.45957482 0.35291207 0.53139944 0.40388552 0.61433819 0.29741896 0.32769547] [-0.63207418] [ 0.33952704 0.3882779 0.65585199 0.57443167 0.42317143 0.58060275 0.42864525 0.37983433 0.52289836 0.43341388] Progress: 25.1% ... Training loss: 0.483 ... Validation loss: 0.806[ 0.54069854] [ 0.45653364 0.37655238 0.58310031 0.42346268 0.48154279 0.37066189 0.42189118 0.38616369 0.40331893 0.38007949] [-1.06751135] [ 0.76116236 0.76636282 0.56660746 0.3679691 0.38834931 0.52757556 0.56980134 0.63970928 0.57700001 0.55920391] [-0.41976634] [ 0.50465463 0.5752908 0.49427275 0.66308602 0.55085225 0.69547687 0.44040291 0.62325168 0.48470077 0.45502471] [ 0.24990376] [ 0.27364416 0.59772943 0.45488647 0.49887051 0.4108287 0.72408056 0.3478247 0.39155385 0.40494491 0.62840929] [ 0.61368093] [ 0.5450064 0.47652608 0.50758883 0.43051415 0.42812206 0.4823791 0.43894116 0.61502598 0.54236417 0.41042558] [-0.86258085] [ 0.75032379 0.57541212 0.53945929 0.43671096 0.25797625 0.19291679 0.55672715 0.64936468 0.56622667 0.2798948 ] [-0.90536608] [ 0.76076927 0.49150805 0.51572219 0.40723576 0.32419245 0.28075337 0.42637038 0.59626254 0.58561357 0.2415287 ] [ 0.03175541] [ 0.55431346 0.54767003 0.54330148 0.45166098 0.31828772 0.39023173 0.54704582 0.55052952 0.51250856 0.44651212] [ 0.28959062] [ 0.35913329 0.36311346 0.49572522 0.28083539 0.50582116 0.43202605 0.46240151 0.45310235 0.44156445 0.28493331] [-0.88314136] [ 0.60649835 0.57004658 0.57898867 0.451943 0.58606822 0.40497825 0.46409989 0.52813269 0.40094034 0.45775435] [ 1.39443907] [ 0.74297498 0.58836795 0.57257156 0.21037433 0.34889919 0.40502176 0.59138297 0.79272581 0.52194172 0.33682667] [-0.27411189] [ 0.62315491 0.57886288 0.5720821 0.4983028 0.35311764 0.46932302 0.47099565 0.45660116 0.47489765 0.42978174] [ 0.07434295] [ 0.60719848 0.733532 0.41746029 0.43723256 0.36163422 0.3932297 0.50809715 0.52316128 0.72841049 0.57581121] [ 0.22720495] [ 0.50248447 0.31150722 0.59962377 0.28602578 0.48837046 0.55310899 0.42177217 0.38510804 0.26094077 0.40162064] [ 0.53305893] [ 0.25942291 0.51661204 0.3434042 0.62839035 0.45541215 0.66279005 0.36249584 0.37343892 0.44209388 0.4490736 ] [-0.28770798] [ 0.51028801 0.3643567 0.58922492 0.21009136 0.46563714 0.38438469 0.45330172 0.58510367 0.3696028 0.31041993] [-0.4767243] [ 0.45087881 0.46550799 0.56220602 0.42042301 0.56641261 0.49449475 0.36957913 0.45201907 0.35754534 0.50805518] [ 1.40797599] [ 0.55804317 0.70486542 0.38256523 0.50810734 0.23470015 0.36803234 0.45457958 0.61032555 0.50336824 0.33739996] [-0.5484603] [ 0.48775953 0.62122618 0.50709193 0.53826209 0.50362736 0.45879948 0.48442548 0.5165388 0.60443648 0.40251721] [ 0.43409865] [ 0.24466246 0.58317292 0.40888715 0.56381375 0.46020003 0.74123434 0.38832486 0.45813236 0.35897854 0.57975341] [ 1.29429867] [ 0.77281376 0.53478708 0.49483509 0.5681407 0.2878985 0.19409178 0.55450205 0.5943082 0.57462954 0.3665867 ] [ 0.07117504] [ 0.44387161 0.35970019 0.64950224 0.44502476 0.45127184 0.7396667 0.37927203 0.47087385 0.42872919 0.53096457] [-0.24985418] [ 0.77912056 0.46938322 0.54975399 0.47840926 0.36736871 0.50463901 0.49470198 0.73231925 0.4056842 0.47836309] [ 0.09362355] [ 0.29605253 0.4369485 0.52467215 0.52984136 0.596532 0.50160282 0.50028146 0.29620141 0.35211772 0.72977649] [-0.19059178] [ 0.4710242 0.38322297 0.6229943 0.27231538 0.67505238 0.64256407 0.38105686 0.46810163 0.28965438 0.65672697] [-0.73456328] [ 0.49920784 0.61893087 0.43128481 0.59096978 0.38887982 0.29847736 0.38208281 0.46554631 0.34863088 0.54729665] [ 0.29162238] [ 0.53669012 0.68313143 0.45179453 0.4412028 0.28218343 0.36280663 0.38246853 0.60344327 0.59154119 0.45268737] [-0.44218169] [ 0.4564675 0.63062713 0.42994371 0.57506639 0.30779188 0.44944499 0.35813073 0.59551034 0.53737496 0.44364185] [-0.27237597] [ 0.62200859 0.60780139 0.44405889 0.4835797 0.32542069 0.24718312 0.46075916 0.54103702 0.58548965 0.28937385] [-0.1314371] [ 0.45343943 0.65229456 0.51092985 0.41233702 0.46094645 0.43663302 0.48937165 0.65406508 0.42282098 0.58177853] [ 0.34147546] [ 0.29324825 0.60503421 0.43426457 0.55694314 0.38490149 0.66628075 0.31270358 0.44533742 0.44574938 0.52203677] [-0.53433515] [ 0.53091949 0.72853925 0.3549153 0.6820024 0.30127372 0.48742372 0.33349471 0.4673064 0.5055861 0.5292808 ] [ 0.52049674] [ 0.35072711 0.71813797 0.3555898 0.65151056 0.25979857 0.46828408 0.50767527 0.56227502 0.5968677 0.51889766] [ 0.74452477] [ 0.16733754 0.68088247 0.42947828 0.64928476 0.5122218 0.85732301 0.38848977 0.3882318 0.44056206 0.70168595] [-0.11462629] [ 0.39135878 0.77859955 0.33273384 0.69662896 0.40625208 0.43982784 0.33319852 0.43100441 0.48305907 0.71981158] [ 0.89065976] [ 0.52287725 0.73285069 0.42895349 0.47430536 0.32159725 0.48650259 0.52474297 0.56011256 0.62920302 0.52021977] [-0.2935095] [ 0.4776718 0.6217832 0.62501409 0.44049443 0.48960176 0.54094051 0.4404863 0.59902624 0.48208243 0.48668507] [ 1.36285761] [ 0.73535557 0.52156411 0.59230002 0.28469039 0.36928069 0.33242363 0.60722851 0.73229001 0.50141957 0.26896184] [ 0.45841588] [ 0.65408911 0.69734286 0.52275428 0.62845906 0.47066961 0.35104823 0.47873577 0.59287316 0.72907329 0.34259122] [ 0.39089791] [ 0.79651644 0.53992123 0.57388154 0.32143794 0.31122961 0.23763176 0.60668788 0.80510258 0.50797864 0.25031384] [-0.78274951] [ 0.58137492 0.43118695 0.62140262 0.36094021 0.57010552 0.43807058 0.46645455 0.47965408 0.34560169 0.52491433] [ 0.2746182] [ 0.26689331 0.7214394 0.23685757 0.54980333 0.38169539 0.77471689 0.37633563 0.45537113 0.45547166 0.61712908] [ 0.19303284] [ 0.24073397 0.59497859 0.43141608 0.67120105 0.42050166 0.66117074 0.34302099 0.33545017 0.46345878 0.5447132 ] [ 1.17922706] [ 0.39569855 0.66498008 0.46603306 0.48018474 0.47110515 0.65804358 0.41564416 0.58785967 0.60593851 0.6053865 ] [-0.52602438] [ 0.81843096 0.58876718 0.65162309 0.25605373 0.44751113 0.41760628 0.62499989 0.61446783 0.49336041 0.38997224] [ 1.44246936] [ 0.53996594 0.67556968 0.38898027 0.58037093 0.23102844 0.39596349 0.42011031 0.67139649 0.54671395 0.35572418] [ 0.47894573] [ 0.3144514 0.41034024 0.52719822 0.51008738 0.51952313 0.66565958 0.39346124 0.36369855 0.41090766 0.51460151] [-0.24221168] [ 0.77094596 0.65408999 0.55716726 0.35236063 0.40178965 0.36686117 0.68478083 0.65512249 0.62637536 0.40863367] [-0.71662298] [ 0.54865427 0.63705911 0.45426304 0.55592763 0.28225265 0.53225767 0.37540109 0.51654721 0.59736571 0.47183656] [ 0.60432984] [ 0.25260983 0.74645483 0.44956385 0.65308784 0.42821624 0.6979767 0.42758163 0.5092201 0.4504636 0.69731938] [-0.3751591] [ 0.55419351 0.74583147 0.39080698 0.75528635 0.41152265 0.44933889 0.42825381 0.69872459 0.61628483 0.7438462 ] [ 1.81374788] [ 0.74586968 0.41124309 0.62269852 0.43160542 0.45899589 0.19750731 0.51538318 0.73377392 0.44213149 0.26015183] [ 1.77594863] [ 0.67216515 0.78863573 0.46865087 0.4356517 0.28925537 0.30050246 0.53668379 0.71405699 0.67167373 0.56258833] [ 0.37600722] [ 0.28681841 0.45072532 0.5945956 0.50162801 0.6184526 0.81747109 0.36742145 0.42106656 0.40316814 0.69958925] [-0.49547116] [ 0.56975784 0.76351567 0.51214702 0.52590555 0.39032903 0.48169239 0.48985851 0.62526696 0.57443657 0.49860075] [-0.49996911] [ 0.44853531 0.45790664 0.60943575 0.35555214 0.44264772 0.39642346 0.50946216 0.48623248 0.45904355 0.36745451] [-0.41570228] [ 0.70553652 0.60054369 0.62463403 0.28179085 0.48100691 0.51973288 0.53744052 0.70969857 0.47291956 0.51874146] [ 0.5551426] [ 0.50675792 0.6237378 0.54108797 0.44084037 0.35758955 0.43256587 0.54179392 0.7258575 0.48393013 0.3822217 ] [ 0.05570208] [ 0.32837814 0.51314596 0.45345288 0.56074264 0.38415741 0.44493446 0.35156384 0.37717144 0.53431042 0.39694681] [ 0.08199279] [ 0.29850513 0.67921509 0.48795092 0.57080774 0.40046425 0.59853886 0.50722193 0.52854264 0.48753117 0.55170718] [-0.13039206] [ 0.47256275 0.56942761 0.48139917 0.36541615 0.42769852 0.5116014 0.45194403 0.50321051 0.4667975 0.44729461] [-0.25213435] [ 0.38621658 0.44630589 0.43928069 0.48684103 0.54713617 0.70163691 0.36672637 0.58169262 0.42800241 0.5269647 ] [ 1.38578756] [ 0.4221555 0.70515903 0.45073402 0.59748248 0.33417024 0.69022681 0.43722479 0.68242016 0.47136831 0.53873356] [ 0.52727932] [ 0.5029442 0.5331748 0.57688606 0.35206026 0.38480363 0.37195355 0.42413851 0.51646542 0.50122503 0.37849907] [ 0.89032978] [ 0.69393714 0.59059199 0.54701344 0.35013424 0.52742231 0.42231777 0.5663491 0.66759673 0.6117537 0.3558971 ] [-0.9420724] [ 0.4611634 0.5731077 0.50190326 0.46558864 0.36966571 0.35808751 0.40833698 0.46656746 0.49206884 0.33588328] [ 0.55993824] [ 0.67895636 0.55253472 0.4669472 0.42632818 0.37779125 0.30087338 0.62333692 0.69632873 0.59365417 0.46950533] [-0.31660249] [ 0.50893558 0.37666795 0.68585561 0.39185741 0.4160435 0.51490758 0.41702794 0.4547058 0.38528327 0.38995071] [ 0.13960245] [ 0.68781167 0.65510084 0.51189974 0.35218322 0.37165665 0.30426606 0.52242798 0.61256914 0.5491834 0.47287882] [-0.50669716] [ 0.62947007 0.39534236 0.65700242 0.35167739 0.53827462 0.41310655 0.49512201 0.45567666 0.38695075 0.46545267] [-0.47474938] [ 0.51331772 0.53682793 0.53022339 0.49039484 0.40580292 0.55936812 0.37925862 0.59501995 0.48156971 0.50905063] [ 1.58357803] [ 0.48519726 0.62437616 0.41680973 0.57036684 0.37109906 0.33019243 0.40655344 0.51185016 0.53774226 0.3315403 ] [-0.02846762] [ 0.41596699 0.46758683 0.43032256 0.36901369 0.5010344 0.62686938 0.43744686 0.55354757 0.48432757 0.42658302] [-0.791547] [ 0.52836914 0.59544923 0.4382665 0.40919407 0.39502775 0.27410331 0.51855254 0.5658479 0.61776292 0.32085753] [ 0.31225026] [ 0.64361301 0.63822512 0.54041613 0.51776376 0.33611684 0.27635053 0.4570015 0.58220838 0.60465464 0.34777649] [ 0.80026892] [ 0.62302571 0.68272339 0.55654162 0.39756989 0.40279763 0.42823304 0.43812394 0.50387722 0.6391071 0.51119715] [-0.18132423] [ 0.61210613 0.51359671 0.58450036 0.39091764 0.48822869 0.54252617 0.44227158 0.68717435 0.6275957 0.43165682] [-0.27981307] [ 0.37072435 0.50364975 0.58521989 0.45683575 0.45616068 0.47352435 0.4678475 0.47823467 0.51927485 0.388387 ] [ 0.46866289] [ 0.49049858 0.64751531 0.57324085 0.3237276 0.41922838 0.52522864 0.46005891 0.41401492 0.48198783 0.54846321] [ 0.66206034] [ 0.56303812 0.52267223 0.59401221 0.39320427 0.4433165 0.35994052 0.41927944 0.4683292 0.44997197 0.4546145 ] [ 0.54431328] [ 0.74507987 0.57744501 0.47035438 0.40855539 0.25856009 0.15984237 0.52275116 0.68723604 0.56742626 0.26561542] [ 1.707714] [ 0.77775739 0.54204035 0.59056893 0.4227709 0.34733802 0.33102832 0.48882868 0.71671786 0.56247071 0.34013881] [-0.44414249] [ 0.48204046 0.71428123 0.50165037 0.38921527 0.4026929 0.60197913 0.50609741 0.46742396 0.64237773 0.64935884] [-0.53163449] [ 0.6714148 0.52333962 0.54964236 0.4524296 0.41313767 0.26143358 0.44344518 0.69406325 0.46674814 0.33249875] [-0.21838423] [ 0.58517326 0.58548613 0.53679153 0.39488984 0.41503061 0.58251427 0.42867552 0.74113694 0.64456186 0.49767389] [ 1.4446396] [ 0.68622357 0.72365187 0.46303107 0.50911479 0.28697532 0.31656756 0.57917365 0.739299 0.66385338 0.25746811] [-0.22959484] [ 0.3512079 0.50480389 0.57677648 0.44460844 0.48209136 0.6348248 0.49863011 0.49586501 0.4343837 0.50722214] [-0.02999574] [ 0.46518523 0.66629491 0.35915748 0.57248658 0.26093894 0.48799569 0.44181419 0.53855152 0.5258639 0.38235537] [ 2.9117939] [ 0.64732912 0.53241433 0.54549893 0.49214839 0.30673858 0.4302273 0.40952826 0.79487635 0.5345163 0.35698804] [ 0.64546411] [ 0.59869996 0.58073552 0.571811 0.52865262 0.35354806 0.35045356 0.50454397 0.69539682 0.56779677 0.30140456] [-0.4634525] [ 0.43329665 0.58788648 0.42194105 0.56100326 0.41714326 0.51902533 0.39882097 0.51795748 0.56263403 0.4196519 ] [-0.48298382] [ 0.56856959 0.26339531 0.6768713 0.31271196 0.45139335 0.28910937 0.51065736 0.58933589 0.35629535 0.46657035] [ 0.04313358] [ 0.46507089 0.77103161 0.4370197 0.74138561 0.42637584 0.62901043 0.34958309 0.57811351 0.57551794 0.72294516] [ 0.14365829] [ 0.75825678 0.72547231 0.42089117 0.41664212 0.2385018 0.22561682 0.460478 0.61091858 0.67566747 0.31669858] [-0.77437896] [ 0.64536509 0.7538173 0.45083165 0.59168103 0.28892326 0.47336971 0.41958954 0.45928874 0.59772735 0.51505596] [-0.31076195] [ 0.469285 0.69112399 0.41090601 0.58706687 0.34876242 0.76595244 0.35621189 0.71724148 0.62184306 0.58783365] [ 1.53647764] [ 0.47828779 0.72525094 0.4180548 0.61294733 0.22106363 0.39168946 0.4197686 0.67250949 0.54226743 0.42190171] [-0.64113012] [ 0.78271799 0.74876317 0.48734092 0.30697707 0.30115968 0.21515308 0.46699226 0.75008804 0.72166218 0.37413143] [-0.41334925] [ 0.74691759 0.54843261 0.56351151 0.44371066 0.43957993 0.34501167 0.59308401 0.64483024 0.43504713 0.54140741] [ 1.10108732] [ 0.64779684 0.60967873 0.49107162 0.46732211 0.290291 0.34206525 0.4631068 0.65907254 0.50452997 0.39857229] [ 0.10981581] [ 0.2460946 0.66244857 0.41244302 0.56162378 0.47338592 0.7052872 0.36906882 0.37649555 0.5583027 0.56497636] [-0.26625961] [ 0.41819034 0.65747249 0.3099886 0.6966537 0.30269756 0.5085709 0.37926615 0.54095688 0.51511316 0.44509923] [-0.2502239] [ 0.75007859 0.54027213 0.54205023 0.36059008 0.4209055 0.42938369 0.51166774 0.64329534 0.49774121 0.39567965] [-0.02525408] [ 0.72453433 0.56766846 0.56533508 0.3501271 0.29957109 0.27446882 0.53424736 0.58006846 0.57193691 0.34747661] [-1.00702426] [ 0.56763184 0.57034162 0.34001204 0.50553214 0.32419935 0.49341455 0.50383049 0.72177356 0.40731613 0.28021124] [ 0.10245007] [ 0.31187136 0.57875434 0.4890939 0.62316925 0.38115949 0.63749603 0.36199626 0.50127018 0.4941014 0.5475889 ] [-0.37305577] [ 0.40068302 0.66869594 0.48980573 0.61055167 0.3251206 0.54912803 0.34980464 0.48591763 0.48640638 0.53541899] [ 0.59015748] [ 0.38541958 0.67638153 0.34831225 0.69015571 0.49553853 0.65323927 0.54102428 0.53497527 0.5381672 0.48951931] [-0.36190402] [ 0.39604178 0.44283419 0.62448338 0.39248253 0.51478752 0.50396441 0.44728734 0.39140366 0.45708867 0.46427626] [-0.48720359] [ 0.52808163 0.61724417 0.60416461 0.6099434 0.46461735 0.60215765 0.43298793 0.58984647 0.47533296 0.52422917] [ 1.85981462] [ 0.66279889 0.43789156 0.48833232 0.43879961 0.32144681 0.38175133 0.48434577 0.62150702 0.46040125 0.25571007] [-0.27799001] [ 0.39140545 0.55088225 0.38551802 0.59049432 0.42497165 0.42820056 0.28542416 0.44771374 0.44424543 0.43710903] [-0.12434901] [ 0.34302656 0.49353378 0.54885601 0.48473935 0.43928087 0.68191768 0.47305752 0.56233613 0.37725108 0.50571353] [-0.4049973] [ 0.7450752 0.68815098 0.51180809 0.35754202 0.25829173 0.24834827 0.47784057 0.74209639 0.64792098 0.36659917] [-0.63791615] [ 0.49823723 0.72050599 0.36120027 0.60051407 0.3747167 0.40668018 0.30234171 0.59449092 0.53653446 0.51807604] [-0.08108357] [ 0.45252027 0.47961758 0.5851415 0.4534735 0.50369 0.41491343 0.41682346 0.4915506 0.41448091 0.41180426] [-0.33755158] [ 0.48705792 0.70456259 0.42942042 0.6344844 0.32616432 0.52958305 0.40874924 0.46287895 0.58470292 0.51141219] [ 3.14080403] [ 0.65507408 0.58860356 0.51263792 0.43034364 0.24249209 0.25022023 0.47495227 0.74334922 0.46938412 0.29891783] [-0.65393676] [ 0.61943399 0.65555911 0.56042845 0.42170375 0.40937279 0.52304877 0.52637566 0.63481185 0.55751304 0.46593617] [-0.44218169] [ 0.4564675 0.63062713 0.42994371 0.57506639 0.30779188 0.44944499 0.35813073 0.59551034 0.53737496 0.44364185] [ 0.1444852] [ 0.57759887 0.68648276 0.5000408 0.44745681 0.36625911 0.42675226 0.54330669 0.53911786 0.71782018 0.49147911] [ 2.85332931] [ 0.68892981 0.47594522 0.48325338 0.34679359 0.26813388 0.2421483 0.56577433 0.78004596 0.52776323 0.17363194] [-0.09670739] [ 0.4268045 0.34522436 0.63743084 0.41580345 0.51307406 0.70392465 0.38809505 0.44513357 0.31272889 0.55468079] [-0.40959045] [ 0.4390668 0.35981294 0.58906391 0.55025514 0.53439369 0.39117965 0.4528147 0.40202367 0.28603467 0.62969118] [-0.11443981] [ 0.3604113 0.74463427 0.40758256 0.61648844 0.33320128 0.59728059 0.34544808 0.4977399 0.54946018 0.62593327] [-0.34997703] [ 0.66880596 0.541698 0.48790167 0.38531381 0.49978825 0.56904183 0.52237337 0.52903109 0.3904632 0.48651578] [-0.12859312] [ 0.3215184 0.74083248 0.27239884 0.66320504 0.39472911 0.57674234 0.46625616 0.57591573 0.63405598 0.36405153] [-0.34604218] [ 0.42227928 0.37725659 0.57769449 0.30382812 0.64169172 0.68594293 0.39354391 0.58795315 0.34838365 0.55637333] Progress: 25.4% ... Training loss: 0.457 ... Validation loss: 0.731[-0.40069868] [ 0.31054598 0.63532093 0.43786827 0.6273572 0.27666264 0.56491824 0.46237539 0.53294482 0.52227321 0.47013807] [ 1.61823102] [ 0.85565486 0.6527239 0.5105263 0.27793045 0.23394276 0.12158349 0.525952 0.72382255 0.62132763 0.30340166] [ 0.64528113] [ 0.39491215 0.47821382 0.63922788 0.4399707 0.50482685 0.47130903 0.44453652 0.45515218 0.51391108 0.45305782] [ 0.25085132] [ 0.59904338 0.43289795 0.54152566 0.4573774 0.40448028 0.35401244 0.50994867 0.6090475 0.52420635 0.34369898] [ 0.30377125] [ 0.25190359 0.73878671 0.4430101 0.6890003 0.44590724 0.69255226 0.32619845 0.34511258 0.480997 0.78250685] [ 0.01084088] [ 0.77054126 0.60272185 0.52761602 0.44250622 0.21067371 0.27719868 0.51220116 0.72782548 0.54552231 0.32428567] [ 0.35350665] [ 0.22474065 0.62575033 0.44204405 0.59400474 0.45668124 0.67017758 0.33167466 0.43429016 0.38601367 0.63579408] [ 0.16093238] [ 0.279972 0.43920552 0.54287556 0.67655442 0.48823235 0.60003807 0.34618522 0.34413662 0.53324509 0.38694117] [ 0.22980362] [ 0.30998096 0.6356779 0.41806131 0.71324484 0.40916345 0.72441426 0.38099577 0.37625677 0.44767183 0.61260836] [ 0.79591003] [ 0.64996355 0.62325423 0.5399972 0.54997738 0.48717433 0.37339803 0.48809887 0.65778354 0.54934257 0.49396417] [-0.13614307] [ 0.45986043 0.48213032 0.47504877 0.32305318 0.51864948 0.70425034 0.40513477 0.57552721 0.40091024 0.53189417] [-0.44134009] [ 0.84248264 0.66203057 0.62176644 0.2648181 0.36759885 0.23036931 0.65578428 0.74574827 0.65303769 0.27927483] [-0.234212] [ 0.46176686 0.77599104 0.45313111 0.66779405 0.43491453 0.62654001 0.43478965 0.43005531 0.51073845 0.66255056] [-0.25359967] [ 0.84853215 0.78152303 0.53405755 0.29761411 0.35163932 0.34790187 0.5927779 0.72950005 0.72730938 0.39741449] [ 0.14498088] [ 0.31898845 0.64172704 0.47863227 0.60275456 0.54883003 0.75919384 0.44890754 0.36122409 0.50256284 0.6876877 ] [-0.4547889] [ 0.70264881 0.62403163 0.46315139 0.5585635 0.25333511 0.30518116 0.42538159 0.63459903 0.61327488 0.30282636] [ 0.29959319] [ 0.18723977 0.51021879 0.50119698 0.69210458 0.46776127 0.78386828 0.37647457 0.29194694 0.49401553 0.59045233] [-0.07042494] [ 0.4454875 0.64589709 0.32139267 0.68666064 0.31662989 0.34951528 0.4453476 0.50572379 0.59532323 0.66057539] [-0.50672381] [ 0.5582376 0.4257947 0.5742696 0.30042086 0.44635962 0.54516161 0.38654444 0.65450959 0.46835652 0.40025093] [-0.52424516] [ 0.73485888 0.5002691 0.56403207 0.28451158 0.39873807 0.41399529 0.42262184 0.63060986 0.51709049 0.4151972 ] [-1.10851788] [ 0.58351597 0.27583796 0.7465472 0.24769146 0.55823342 0.41437104 0.5169992 0.47230996 0.25807145 0.39473885] [ 0.35640763] [ 0.27054073 0.59348933 0.56440549 0.5358729 0.48155408 0.73579627 0.41115465 0.37874628 0.40355742 0.65398322] [-0.83058387] [ 0.60513397 0.6094161 0.47821085 0.47453811 0.37849099 0.49453718 0.38666462 0.72104264 0.57753554 0.47723792] [ 0.44660413] [ 0.59239273 0.67317534 0.54744953 0.57228551 0.40193572 0.51886126 0.54957569 0.59452457 0.57448116 0.54659425] [-0.61174278] [ 0.61832979 0.51667052 0.62848399 0.3996773 0.32321212 0.34359422 0.53014107 0.62903318 0.58533439 0.30148826] [-0.20163498] [ 0.47015471 0.71773169 0.52754979 0.64441455 0.42654741 0.64029771 0.39542373 0.51326447 0.62802419 0.60315423] [ 1.44908426] [ 0.53198286 0.66124932 0.40117088 0.64567711 0.28251957 0.34937855 0.42348344 0.47462816 0.58784523 0.32522846] [ 0.49697252] [ 0.31102314 0.67909098 0.34697611 0.4005053 0.42866369 0.54430793 0.48050647 0.4404614 0.59585176 0.48247748] [ 0.02133093] [ 0.29401877 0.3924078 0.66637469 0.4728915 0.53437055 0.69360768 0.38572159 0.3955352 0.42835614 0.54965496] [-0.23286648] [ 0.53336517 0.76918724 0.50868502 0.63366421 0.44397436 0.6065512 0.39096831 0.55640716 0.57355498 0.62209583] [-0.76043732] [ 0.46421897 0.82614097 0.30717326 0.61566067 0.29925659 0.48443546 0.33614203 0.61496808 0.57378507 0.60429723] [-0.47900842] [ 0.70859165 0.41077535 0.58267906 0.37213314 0.44125941 0.45055234 0.44225213 0.70775475 0.515661 0.43283491] [ 0.42495652] [ 0.54627476 0.49954464 0.61064616 0.36497644 0.37691339 0.33344036 0.51552684 0.66407874 0.48526503 0.31840728] [-0.44433519] [ 0.34972413 0.53103963 0.60159972 0.43739335 0.44476872 0.6465289 0.43977223 0.41344846 0.51518251 0.54099778] [-0.37819384] [ 0.50128009 0.45479067 0.50868723 0.53988687 0.28661199 0.45843128 0.42416631 0.60390752 0.40892111 0.30543614] [-0.36708094] [ 0.59455097 0.7238816 0.46258288 0.57516404 0.47418951 0.41948137 0.41012517 0.60652262 0.68290761 0.40548994] [-0.07725868] [ 0.41692269 0.68871516 0.43057737 0.66859321 0.23887534 0.55144578 0.34858103 0.52828377 0.51263463 0.5510239 ] [ 1.3944164] [ 0.76365773 0.37728495 0.6508612 0.29269771 0.3967766 0.27880299 0.60443833 0.77383617 0.37595172 0.24474384] [ 0.36566126] [ 0.61171645 0.79799991 0.44604385 0.55685146 0.30008292 0.48518337 0.3959719 0.69201971 0.62394944 0.49906865] [-0.7852179] [ 0.48525178 0.76925628 0.33081476 0.57901898 0.37356709 0.46381844 0.30350915 0.59254758 0.54793344 0.57658886] [-0.49338562] [ 0.40138695 0.63053327 0.5097597 0.54169943 0.3157974 0.49107333 0.37931811 0.49192929 0.40355007 0.53076325] [-0.33368566] [ 0.41037242 0.60794572 0.50879155 0.56155361 0.39220451 0.61320929 0.45526456 0.41976378 0.53411137 0.5662118 ] [-0.27927374] [ 0.45853946 0.56140345 0.52104267 0.52231591 0.33754292 0.43250496 0.40093804 0.58892387 0.46171046 0.38657032] [ 0.02610448] [ 0.49136064 0.60578583 0.44869572 0.58329232 0.32569783 0.45659024 0.38553357 0.4976383 0.51476391 0.51574171] [-0.02166775] [ 0.4366116 0.77665675 0.42873368 0.55939198 0.27369694 0.48235995 0.41799695 0.57853596 0.54033102 0.51160914] [-0.77434153] [ 0.60451491 0.75100042 0.34665433 0.64796107 0.37696157 0.63943808 0.36727873 0.7057546 0.52920421 0.59348365] [ 0.96933284] [ 0.40109102 0.6669889 0.49284755 0.62508718 0.40924169 0.51496233 0.39973978 0.46745017 0.51400628 0.47512843] [-0.78097389] [ 0.56384112 0.70132828 0.47077431 0.62564643 0.5110361 0.48074782 0.39580593 0.52535226 0.45580711 0.54066683] [ 0.00805646] [ 0.31868929 0.53188732 0.57465845 0.37485846 0.53662635 0.60612226 0.40911599 0.55890999 0.44891625 0.63569566] [-0.50223612] [ 0.6480524 0.68451485 0.4384504 0.33013301 0.25417765 0.34005479 0.54758991 0.61226092 0.55432977 0.39139118] [-0.02231805] [ 0.47544556 0.51490547 0.41128915 0.50303607 0.36904964 0.4186881 0.32641593 0.51781838 0.40246703 0.39594277] [ 0.72558137] [ 0.55478391 0.59718728 0.49239309 0.49632215 0.3387161 0.44104655 0.34794539 0.50939523 0.56187004 0.46678822] [-0.37524273] [ 0.52969553 0.51721333 0.40516238 0.38486491 0.36112995 0.56280168 0.402019 0.59418683 0.38754194 0.39055493] [-0.04741641] [ 0.38846052 0.21672791 0.76777826 0.34889641 0.56366166 0.61349044 0.41186814 0.42288382 0.33822203 0.48855452] [ 0.23149184] [ 0.71896017 0.6788562 0.56803615 0.3091854 0.41275521 0.40368933 0.60272505 0.65683758 0.64534075 0.42636664] [ 0.26294198] [ 0.29164701 0.59792831 0.43385125 0.66609405 0.44329489 0.54322694 0.43475216 0.51905106 0.48595828 0.3932339 ] [ 0.38602676] [ 0.27810921 0.37021434 0.49796632 0.60359701 0.46190755 0.53533422 0.41886969 0.43453494 0.3081956 0.44743661] [-0.5333507] [ 0.5113386 0.27774521 0.633924 0.33155883 0.59646797 0.54178349 0.45737052 0.57020751 0.50394474 0.34270259] [ 0.9437152] [ 0.46672299 0.54183736 0.51541643 0.54278853 0.3605438 0.57849515 0.42078995 0.68695658 0.37333606 0.38077171] [-0.68177334] [ 0.42995716 0.68664756 0.44077185 0.57937283 0.39031235 0.5382912 0.50358207 0.60963204 0.68461247 0.42507779] [ 1.23885961] [ 0.69542132 0.56884697 0.5412743 0.38038072 0.28448691 0.27573732 0.42274831 0.58869464 0.53981288 0.31661391] [ 0.52109133] [ 0.71982693 0.6368372 0.61092971 0.49327694 0.43307318 0.42226612 0.4553989 0.72235243 0.65341541 0.46873789] [ 0.03447467] [ 0.31163212 0.62983683 0.48592816 0.48319827 0.50467237 0.64672919 0.40699966 0.4246587 0.47113929 0.66759274] [-0.66533356] [ 0.40182204 0.36452979 0.69591376 0.39445092 0.51403053 0.52520973 0.41198924 0.36490334 0.2990333 0.41261765] [ 0.83872363] [ 0.61036083 0.76822524 0.39407954 0.52111912 0.21383826 0.2394844 0.40466834 0.61497384 0.67076345 0.33822819] [ 2.16973607] [ 0.42316108 0.65173421 0.4634958 0.58791971 0.43435226 0.43355436 0.4594471 0.48030883 0.61217026 0.38564303] [ 0.84119955] [ 0.41902315 0.61752126 0.36652959 0.68365741 0.29099622 0.45806991 0.47516446 0.54513393 0.50415624 0.40390775] [-0.08763842] [ 0.22497649 0.39456792 0.55052287 0.58466509 0.44076711 0.75052523 0.37462702 0.37233162 0.49003167 0.48812086] [ 0.03213994] [ 0.41382077 0.44737438 0.40612715 0.47036813 0.41081769 0.47473237 0.38247209 0.44662819 0.40519909 0.41135472] [ 1.52950866] [ 0.37164617 0.69840334 0.3454961 0.66023821 0.31827848 0.41957779 0.48137647 0.50354852 0.64945972 0.390155 ] [ 0.5185514] [ 0.44156112 0.5511416 0.45635543 0.53768491 0.39112961 0.44101105 0.42414946 0.60150816 0.59386047 0.45732698] [-0.05833127] [ 0.35989411 0.37385416 0.58944272 0.5059915 0.51124283 0.77907771 0.31893882 0.49801742 0.3475887 0.63802737] [-0.98338115] [ 0.47337745 0.74545712 0.40286193 0.59555111 0.34815182 0.42626888 0.38797446 0.50241069 0.67791058 0.46662599] [ 0.70275828] [ 0.40178705 0.5593768 0.41538166 0.66604543 0.39729299 0.46809489 0.33893022 0.44215156 0.50413512 0.38238119] [ 0.40509711] [ 0.55936915 0.62001386 0.59177326 0.41871667 0.44584421 0.46659184 0.43753359 0.55930599 0.60658054 0.46788106] [-0.01138233] [ 0.6451231 0.60366469 0.50845063 0.46365174 0.33474746 0.36337365 0.41233172 0.66007989 0.51268546 0.4901423 ] [-0.49869312] [ 0.41025368 0.51708906 0.56787544 0.45538323 0.54933911 0.44553345 0.39544556 0.30217423 0.33467767 0.50414037] [-0.31452746] [ 0.50490594 0.42727061 0.62006924 0.31979888 0.52851227 0.51915741 0.41688493 0.48363476 0.33750007 0.62684971] [-0.15837958] [ 0.55614853 0.54737384 0.5439384 0.4503911 0.31790731 0.3881745 0.54808314 0.5508764 0.51351812 0.44517264] [ 0.13417389] [ 0.22315917 0.51361315 0.41633267 0.69881778 0.49424794 0.58025098 0.35782012 0.34410533 0.49589673 0.46352901] [-0.29045923] [ 0.62592085 0.63553921 0.52742316 0.41748094 0.3596043 0.30611032 0.4668497 0.5418715 0.54093557 0.4572907 ] [-0.32363433] [ 0.53329816 0.44857043 0.61703155 0.30781299 0.49116602 0.44285793 0.42237353 0.59462166 0.38482546 0.42797935] [-0.60651836] [ 0.86054059 0.68135427 0.58274877 0.30419705 0.36080794 0.28393636 0.54272529 0.75611995 0.56576376 0.31931799] [-0.28655948] [ 0.34683176 0.80311211 0.36156218 0.68213014 0.29760817 0.71748372 0.42920734 0.62780019 0.58694846 0.6180338 ] [-0.7100075] [ 0.68979955 0.73470007 0.55152151 0.46681978 0.38644939 0.45378477 0.50185408 0.61089679 0.57236061 0.46621053] [ 0.27520923] [ 0.32459896 0.52439853 0.5540566 0.49389721 0.38485839 0.53684465 0.47800931 0.49736578 0.51157846 0.3955122 ] [ 1.22195006] [ 0.57104855 0.68451526 0.44574975 0.66009243 0.24372493 0.40246664 0.4245779 0.59601359 0.59484936 0.40903262] [-0.72170175] [ 0.81918236 0.46548912 0.66329179 0.2593351 0.41544176 0.23827883 0.54333131 0.64996474 0.61099494 0.28810129] [ 0.44604274] [ 0.41640356 0.41649486 0.6096983 0.5317401 0.56445776 0.64239748 0.39191616 0.52819561 0.51344597 0.47157615] [ 2.52153079] [ 0.81142428 0.57229612 0.51792165 0.30182967 0.22929937 0.24891894 0.46678437 0.72643634 0.58284273 0.26737204] [ 0.66115238] [ 0.67963708 0.74369941 0.58460573 0.46915173 0.43588643 0.45822349 0.43103127 0.66118997 0.69774236 0.53867006] [-1.18194493] [ 0.70367564 0.53676582 0.47007401 0.58867613 0.3702517 0.34994003 0.51971868 0.6973671 0.44622377 0.58013247] [ 0.28508583] [ 0.36775598 0.56467429 0.49957869 0.42052735 0.41569122 0.41139138 0.52617501 0.48668814 0.61292763 0.35817222] [-0.1730886] [ 0.39312981 0.3485233 0.64525989 0.31301743 0.4599587 0.43919418 0.55211525 0.46801574 0.49567098 0.29965745] [ 0.51271793] [ 0.80582326 0.48010041 0.61634566 0.27206125 0.35953228 0.25531097 0.527767 0.63461933 0.59062919 0.28968696] [-0.11758802] [ 0.33361584 0.54989353 0.47149488 0.49024429 0.47190337 0.46125809 0.48116733 0.58490551 0.40601816 0.51834315] [ 0.27842463] [ 0.37390871 0.41858304 0.51926121 0.4961576 0.45527348 0.57977604 0.47380267 0.50006203 0.45860408 0.37808851] [ 1.36601902] [ 0.65935091 0.6508805 0.50436521 0.50787669 0.25249988 0.29430701 0.50500164 0.71291529 0.5460908 0.34280884] [-0.9796407] [ 0.52474975 0.62432926 0.51936161 0.59292005 0.26696407 0.43480658 0.3721125 0.46130955 0.48958395 0.39687549] [ 0.09750367] [ 0.72018871 0.62624552 0.526843 0.51882649 0.270759 0.34436078 0.40860929 0.62822957 0.63870806 0.36269613] [-0.51761667] [ 0.49341929 0.6206826 0.42427661 0.49033403 0.45733155 0.60507582 0.30141887 0.57159997 0.42893125 0.62785123] [-0.22481779] [ 0.45677097 0.69632653 0.51994034 0.4523111 0.65277602 0.58939121 0.33930371 0.50357688 0.4241804 0.78331469] [-0.13011272] [ 0.26430659 0.59912907 0.52627829 0.61582495 0.51919784 0.64026209 0.40227561 0.36626914 0.50463293 0.57024278] [ 0.58188312] [ 0.53010739 0.59024745 0.48350745 0.37318065 0.48927607 0.35400079 0.52850252 0.60454995 0.48809764 0.40277719] [ 0.12811105] [ 0.39882293 0.39255654 0.66554074 0.43051488 0.56604936 0.56101682 0.35802242 0.33967039 0.38252855 0.50633043] [-0.21353172] [ 0.4343082 0.59671649 0.4859502 0.43719453 0.44163174 0.61114065 0.4016498 0.70796465 0.51240579 0.53976433] [-0.86775716] [ 0.61921051 0.65323826 0.48006745 0.4436831 0.33663615 0.28842571 0.5280064 0.62813741 0.66019727 0.33286917] [ 1.15273951] [ 0.75683883 0.50976779 0.56024802 0.28624331 0.24736541 0.16620592 0.51117618 0.74311264 0.50725608 0.22858212] [-0.76204589] [ 0.66955569 0.69654228 0.49664832 0.55950518 0.41802716 0.49586533 0.45243713 0.70567715 0.57681847 0.52824211] [-0.90750887] [ 0.70715943 0.49083945 0.59442514 0.26843465 0.56318294 0.34314143 0.43198565 0.59026429 0.35814898 0.47654279] [-0.49199032] [ 0.4849226 0.71571363 0.32962251 0.5162722 0.33427089 0.322577 0.40845406 0.59757201 0.63370951 0.40687037] [ 1.71964464] [ 0.77469538 0.44125195 0.59865316 0.31486531 0.32487435 0.17248512 0.49354297 0.67321845 0.40732614 0.2933654 ] [-0.18434887] [ 0.50830021 0.64695063 0.39492849 0.66063975 0.43928727 0.76172641 0.3550792 0.63272034 0.42077996 0.68184821] [-0.61214811] [ 0.54638213 0.40550143 0.67508675 0.38561147 0.41022222 0.49305533 0.4318978 0.58236655 0.50455314 0.41039622] [-0.39184022] [ 0.49659338 0.64158336 0.4456839 0.62850153 0.30782091 0.40321186 0.31952872 0.54307839 0.49305913 0.43434817] [-0.16286454] [ 0.61797686 0.63096466 0.36436578 0.54069658 0.25276136 0.51190154 0.3412116 0.56886878 0.50286626 0.4195839 ] [ 0.10456375] [ 0.69650809 0.4980663 0.50192015 0.36149767 0.28330917 0.19127812 0.53857959 0.67800892 0.5208408 0.26584872] [-0.57612172] [ 0.43788198 0.36532505 0.67582776 0.40065346 0.48962228 0.47407542 0.51158934 0.42173371 0.35250173 0.46571576] [-1.22433521] [ 0.45378911 0.58860093 0.39564867 0.60672854 0.30697973 0.51781669 0.50786008 0.73612952 0.49091507 0.30072908] [-0.55168222] [ 0.67173387 0.66437264 0.52525371 0.41745909 0.34436159 0.332748 0.52833726 0.75567324 0.6225499 0.278761 ] [-0.38831272] [ 0.52619629 0.58862467 0.4757721 0.50022869 0.37042038 0.60083469 0.41505716 0.60224376 0.53060492 0.57535216] [ 0.09489275] [ 0.49282494 0.56560166 0.53049966 0.58831446 0.30557901 0.58719564 0.38770838 0.55587516 0.59170812 0.44316023] [-0.27351153] [ 0.46028915 0.49324237 0.47217774 0.54868484 0.30128181 0.37680524 0.40132029 0.63217764 0.42975436 0.37714376] [ 0.91784317] [ 0.32222623 0.7139225 0.34849194 0.68941222 0.41604351 0.69705848 0.41919506 0.45407578 0.6380108 0.61722394] [ 0.281989] [ 0.46768327 0.22406867 0.66302113 0.49357101 0.49571088 0.45361781 0.41684255 0.45634459 0.33828818 0.54483413] [-0.47277857] [ 0.5518345 0.55000865 0.62155809 0.37533731 0.52789177 0.56851464 0.38878734 0.67598876 0.42055135 0.57139925] [-0.46859738] [ 0.31858192 0.38540465 0.51252958 0.35104186 0.47654692 0.46829386 0.54662127 0.51337331 0.42029977 0.33595408] [-0.46173484] [ 0.48962554 0.3877243 0.61456747 0.35887482 0.46506188 0.50420871 0.49714717 0.65908132 0.28563997 0.41085913] Progress: 25.7% ... Training loss: 0.457 ... Validation loss: 0.727[ 2.36446212] [ 0.69730337 0.50952844 0.54874684 0.28899804 0.24522907 0.21255039 0.51910955 0.74643006 0.51345067 0.2488204 ] [ 2.16973073] [ 0.82699743 0.6862366 0.58879861 0.33214927 0.31557062 0.27737177 0.61616653 0.81102651 0.59717469 0.30289667] [ 0.04984413] [ 0.29014654 0.46362736 0.63060443 0.54384354 0.51647724 0.77932594 0.44662476 0.37277726 0.41683076 0.63055562] [-0.44740053] [ 0.45625137 0.80874634 0.45354389 0.63015417 0.40435662 0.64516328 0.48049903 0.53243433 0.67150828 0.74222571] [-0.23194138] [ 0.46882588 0.56223496 0.46668798 0.37274105 0.42642218 0.58082318 0.3891371 0.5274265 0.50093412 0.45693718] [ 0.52593281] [ 0.63273743 0.55754893 0.50753185 0.57295148 0.30363423 0.2905062 0.49727508 0.53396946 0.53677653 0.32136991] [-1.06291102] [ 0.56738166 0.69727868 0.39730251 0.653944 0.30249153 0.32875406 0.38577074 0.45499043 0.5088544 0.44346341] [-0.1604991] [ 0.41602489 0.59208587 0.4168962 0.53154226 0.38646659 0.43690939 0.46372664 0.57326664 0.52607731 0.40953301] [-0.39698733] [ 0.43388923 0.47574117 0.64599678 0.43431953 0.51699921 0.54653307 0.45933476 0.42415102 0.34321033 0.61036204] [-0.26330144] [ 0.5091683 0.68267721 0.4518339 0.66619405 0.26194795 0.45222996 0.48279884 0.66201463 0.56404922 0.42510311] [-1.08318569] [ 0.6927988 0.62364353 0.54342064 0.45528152 0.30458329 0.33671434 0.4733655 0.66397685 0.62312817 0.4077449 ] [-0.21917456] [ 0.57145134 0.59887012 0.57158231 0.61609861 0.41608672 0.39898041 0.45333746 0.61929416 0.52117674 0.40418717] [ 1.78109067] [ 0.39033251 0.69476365 0.40245826 0.59597389 0.44996864 0.61496244 0.44058291 0.62503578 0.68063309 0.46405087] [ 0.51165774] [ 0.73452011 0.69131285 0.53421543 0.3967592 0.38319098 0.37337842 0.58141723 0.61108214 0.63457508 0.45594836] [ 0.1174407] [ 0.20363864 0.65434505 0.41758193 0.67603036 0.42351892 0.72924217 0.43915423 0.48498371 0.46723741 0.59290132] [-0.56680228] [ 0.5546575 0.77079009 0.45995181 0.56514975 0.3673661 0.60818769 0.45784519 0.60744234 0.60171385 0.5671485 ] [-0.38831342] [ 0.34434655 0.72451439 0.34715434 0.65158253 0.46311718 0.5590817 0.44307517 0.43110681 0.46492836 0.54413416] [ 0.080006] [ 0.67775052 0.48460622 0.58864386 0.40176454 0.30902837 0.22446378 0.48955849 0.57823831 0.42891126 0.30539954] [-0.19956] [ 0.39528412 0.61453644 0.50280375 0.52529602 0.43667112 0.70564036 0.37439022 0.52737934 0.50277255 0.6715846 ] [-0.17791544] [ 0.29771151 0.50233714 0.47615981 0.48136221 0.53779703 0.57858512 0.33660865 0.31766641 0.28714296 0.51990619] [-0.45929751] [ 0.6454885 0.74813585 0.44595959 0.41082463 0.33545291 0.3095187 0.49735094 0.64745171 0.68144885 0.44936591] [-0.03020481] [ 0.40818857 0.44712494 0.67168715 0.43974402 0.5108521 0.62732675 0.46031398 0.40420343 0.37404506 0.51365715] [-0.30270617] [ 0.81307648 0.61402598 0.52012386 0.39653242 0.30299476 0.25267304 0.47354038 0.56200094 0.64961583 0.28062872] [-0.80309009] [ 0.48856899 0.54970544 0.42258129 0.66902226 0.42856101 0.50193352 0.52948662 0.60313043 0.43892382 0.41228115] [-0.06636311] [ 0.48498548 0.67654668 0.56672405 0.61224959 0.48259237 0.6469177 0.34798978 0.45871294 0.46830816 0.61607727] [-0.54502045] [ 0.60668427 0.66532189 0.42827536 0.60362843 0.40761871 0.40093134 0.44641957 0.67822729 0.61774364 0.3825821 ] [-0.79282195] [ 0.73107659 0.73471253 0.62001377 0.31410846 0.42733969 0.54161842 0.62206034 0.64841546 0.55466508 0.53253023] [-0.86087742] [ 0.52574033 0.64540246 0.45608921 0.56044282 0.37645851 0.51222695 0.38176981 0.60215112 0.56041937 0.46014634] [-0.08860917] [ 0.39146287 0.71841824 0.47669388 0.68827459 0.43125213 0.71151575 0.37960231 0.57966615 0.57581576 0.64318503] [-0.98598625] [ 0.58133102 0.58155738 0.53236169 0.20235817 0.61130269 0.50308116 0.56986096 0.60198359 0.48078136 0.55048925] [ 0.53012461] [ 0.32930836 0.50864242 0.47189037 0.59222984 0.44204324 0.4470681 0.39276575 0.41642053 0.49595217 0.46218586] [-0.51282799] [ 0.76832316 0.44653214 0.57395132 0.38612141 0.34834846 0.56447638 0.51549236 0.70113623 0.35860016 0.41930767] [-0.14051209] [ 0.31564665 0.43419207 0.66557653 0.36735172 0.51870457 0.61277292 0.47345622 0.38440365 0.43857019 0.53682133] [ 0.35627888] [ 0.62250973 0.2339001 0.66421465 0.20981162 0.49550015 0.46801749 0.49743906 0.56040946 0.33824395 0.26485771] [ 0.07978083] [ 0.77481163 0.65259395 0.5387847 0.35763424 0.30977042 0.26985639 0.56439772 0.5677949 0.64265091 0.33949088] [ 0.3033457] [ 0.63496104 0.52862569 0.59200259 0.47517774 0.3754113 0.27381902 0.45595007 0.55671992 0.53024906 0.32101112] [-0.83681159] [ 0.72134071 0.7254885 0.41804291 0.30322291 0.39211404 0.35001845 0.48480716 0.57450161 0.57871249 0.43863981] [-0.39508494] [ 0.45789409 0.60922104 0.42065365 0.66769449 0.32780607 0.44799364 0.41538257 0.50503602 0.43384161 0.45567209] [-0.56727508] [ 0.43028432 0.39740461 0.46336482 0.54090064 0.51084409 0.66419084 0.39675018 0.55462756 0.39061583 0.4524027 ] [ 0.15627809] [ 0.20733258 0.53921054 0.34379592 0.62063599 0.49082053 0.71612112 0.39335395 0.36342378 0.31488503 0.5815132 ] [ 0.63060934] [ 0.58290515 0.62118571 0.54959037 0.61560029 0.45934801 0.54541257 0.46261956 0.59895506 0.51010337 0.55858897] [-0.25960321] [ 0.49018654 0.37444597 0.67154699 0.38478823 0.50689444 0.5656645 0.42840366 0.42190357 0.41060365 0.58154741] [ 0.05969893] [ 0.19320937 0.48032538 0.48615929 0.56108508 0.54649456 0.75820152 0.48653921 0.43450079 0.37626329 0.5304315 ] [ 0.148867] [ 0.38721813 0.74465282 0.36629397 0.51717225 0.37174251 0.64091527 0.45741461 0.58403664 0.51417041 0.5444505 ] [-0.64499477] [ 0.65719838 0.73263877 0.44571957 0.5768661 0.33700612 0.54293049 0.45257812 0.73655161 0.62288102 0.48243864] [ 0.04665306] [ 0.23775994 0.4637651 0.64002639 0.47102261 0.52407752 0.65530684 0.48707328 0.3718996 0.41191629 0.61440565] [ 0.64470174] [ 0.44202033 0.69339176 0.48048748 0.4500717 0.42896018 0.51055 0.51240071 0.52142482 0.60229739 0.52257241] [-0.08348163] [ 0.47453955 0.60076699 0.50112914 0.59651764 0.25567629 0.39415828 0.47256239 0.58238106 0.4842993 0.45654216] [ 0.25481199] [ 0.43613312 0.79966332 0.35404051 0.73745817 0.24447915 0.42436474 0.43632227 0.53711471 0.64557753 0.65940711] [-0.32444274] [ 0.73673954 0.66486842 0.52030187 0.37745678 0.46332575 0.4581756 0.46542463 0.67894495 0.56719207 0.44183479] [-0.15240054] [ 0.70695235 0.57547316 0.5190122 0.33767715 0.4141666 0.25450165 0.46948565 0.55000759 0.57032652 0.33454362] [-0.10132643] [ 0.66111265 0.47562329 0.63410377 0.17967402 0.48200949 0.48886956 0.4829104 0.67607759 0.49524476 0.4889124 ] [-0.02738999] [ 0.37210568 0.23153382 0.72927881 0.3305795 0.55205685 0.56949305 0.39867543 0.3029207 0.29615828 0.42905607] [-0.81090726] [ 0.50674668 0.38734013 0.59333839 0.45016143 0.42705736 0.50183694 0.46723856 0.59796352 0.32704043 0.37809417] [-0.21154911] [ 0.40028301 0.45314822 0.54333368 0.45706024 0.53021856 0.53390368 0.36906993 0.43303278 0.50128469 0.40286835] [-1.38493506] [ 0.68563776 0.50068688 0.57634271 0.52742665 0.48869058 0.33630072 0.43694103 0.57344344 0.43687306 0.39926464] [-0.1789739] [ 0.35139483 0.67345135 0.47185873 0.52458728 0.43367441 0.55267751 0.52999085 0.53986656 0.48097928 0.54255975] [ 1.12896105] [ 0.67810444 0.41228813 0.64571083 0.31380486 0.4493521 0.39222305 0.40782037 0.56203944 0.50588521 0.36466302] [-0.2180402] [ 0.60972089 0.51071239 0.54488561 0.32932217 0.37060915 0.24212356 0.43932224 0.69672428 0.46007955 0.32417739] [ 0.58493785] [ 0.4406835 0.68278047 0.38737653 0.61374098 0.25233854 0.39062591 0.51022477 0.7338707 0.59208967 0.28026644] [ 1.10338175] [ 0.57362615 0.70311115 0.3876388 0.49832707 0.22828458 0.34732884 0.46328798 0.62912223 0.51180112 0.31983508] [ 1.49066866] [ 0.89723394 0.6981034 0.50502743 0.2243032 0.19343356 0.16895319 0.5481259 0.80281561 0.69594937 0.23531986] [ 0.37307182] [ 0.73860394 0.57716717 0.58634137 0.29854984 0.41667138 0.26522882 0.64866028 0.65290026 0.63259479 0.25704205] [-0.19321989] [ 0.34643157 0.36530537 0.48974372 0.37137178 0.47131434 0.49370332 0.4100394 0.5397366 0.33668728 0.35488523] [-1.00179084] [ 0.6012446 0.69599342 0.45926689 0.48556512 0.30927071 0.35560315 0.43542535 0.59428507 0.62913027 0.43941559] [ 0.51770193] [ 0.22587546 0.58300167 0.37841587 0.57080325 0.57653123 0.77001608 0.40919729 0.3068602 0.39335595 0.60344535] [-0.29322435] [ 0.46391967 0.59755049 0.46887395 0.53490184 0.47915169 0.51173309 0.43939109 0.49423292 0.59745943 0.55561108] [ 0.20611518] [ 0.67953544 0.53778451 0.51134183 0.41861476 0.32064372 0.19480432 0.47042102 0.63111656 0.58444383 0.22837579] [ 0.12113581] [ 0.2553802 0.63293883 0.38346015 0.48476033 0.49124207 0.73511659 0.3183327 0.43176769 0.41331305 0.69177047] [-0.27048493] [ 0.53552244 0.76901476 0.50939909 0.63269635 0.44261921 0.60366057 0.39221047 0.55976478 0.57458194 0.61945161] [-0.61011337] [ 0.52272233 0.74036927 0.53823796 0.57660315 0.46402018 0.65774444 0.54456504 0.55301908 0.6219798 0.61038501] [-0.25793235] [ 0.72535829 0.45895199 0.58575718 0.39378254 0.47348505 0.28184103 0.48692862 0.60856055 0.42622837 0.33882745] [-0.44628459] [ 0.35378232 0.53495207 0.34751158 0.54891842 0.44185554 0.68211344 0.31419871 0.56398416 0.43197401 0.47732383] [-0.14821372] [ 0.33673739 0.61960662 0.40987803 0.52860644 0.38155667 0.67566032 0.35027675 0.5209624 0.45337671 0.53536403] [-0.04767297] [ 0.44608331 0.67536009 0.42361649 0.3578412 0.3423814 0.43560303 0.42650237 0.63910047 0.58455945 0.40516371] [ 0.58172298] [ 0.67885442 0.6137167 0.50841479 0.47873029 0.23573156 0.25799324 0.44337818 0.55848843 0.59960919 0.29244909] [-0.62359205] [ 0.38286569 0.49891782 0.46979874 0.49684668 0.56651482 0.53615738 0.45878979 0.491515 0.37356793 0.48244079] [-0.3847102] [ 0.28610932 0.57564949 0.33042398 0.61443209 0.45398812 0.59225959 0.38351529 0.46547852 0.50177143 0.36006586] [ 1.07478128] [ 0.63597595 0.62714321 0.44841664 0.64704775 0.26680584 0.2604206 0.4239395 0.54888856 0.54160501 0.45930442] [-0.3909594] [ 0.62941172 0.64289442 0.47799589 0.42866897 0.27139053 0.47649433 0.51854761 0.71418606 0.47510948 0.39319758] [ 0.14556224] [ 0.45180959 0.65585067 0.34361953 0.55490958 0.28318652 0.51480188 0.38339806 0.38099465 0.54906195 0.46304833] [ 0.06547254] [ 0.71479477 0.56816038 0.61509706 0.345264 0.44048294 0.40183064 0.59253494 0.6607202 0.65900101 0.39788394] [-0.87135908] [ 0.60024724 0.75717193 0.42986869 0.66637895 0.45223407 0.49141744 0.34445104 0.67295867 0.58379398 0.53485701] [-0.41395373] [ 0.46782734 0.47080689 0.57655171 0.56434665 0.49407622 0.49862815 0.41324657 0.45522502 0.5256391 0.37518079] [-0.24105282] [ 0.78416029 0.42954828 0.65925816 0.34221594 0.5147014 0.38715489 0.45689824 0.63840989 0.46606643 0.33701054] [-0.31140451] [ 0.30811123 0.33132909 0.5811443 0.41046012 0.56645326 0.70002164 0.48043921 0.54696297 0.45612824 0.62882531] [-0.21697984] [ 0.42279499 0.49929102 0.38625673 0.48128183 0.39136172 0.46832787 0.38757511 0.4642906 0.44302678 0.41871189] [-0.51141509] [ 0.31786183 0.36205185 0.56348562 0.59731489 0.35509166 0.61130652 0.42528337 0.48276507 0.46273049 0.36347785] [-0.45312462] [ 0.52373945 0.68664061 0.4577027 0.51487414 0.40196148 0.67595043 0.53082087 0.60598847 0.53651822 0.53986406] [-0.11259247] [ 0.47441981 0.45119183 0.57949711 0.40941042 0.48903552 0.58542134 0.54211833 0.54884414 0.40669611 0.50235756] [ 0.0487379] [ 0.34093814 0.5818448 0.58115963 0.38590744 0.59256928 0.52396233 0.39467662 0.45789907 0.45808735 0.57056322] [-0.13474406] [ 0.46560902 0.30570615 0.62505485 0.41425187 0.40613396 0.37205579 0.43736204 0.41050322 0.46295849 0.24094165] [ 0.105698] [ 0.42817966 0.52058598 0.5905957 0.40705053 0.44682198 0.58985522 0.43555288 0.57897154 0.429693 0.52036358] [-0.6349451] [ 0.51218045 0.7945055 0.37782538 0.65527117 0.29644946 0.44643073 0.38048463 0.38480932 0.55868633 0.59273259] [-0.50452839] [ 0.45303338 0.51018427 0.53018489 0.46885241 0.54299939 0.61824877 0.39628762 0.57792234 0.47276744 0.53879471] [ 0.27759921] [ 0.44844574 0.54384646 0.54321797 0.44281058 0.48468052 0.41100927 0.40791198 0.54293733 0.50717599 0.55416478] [-0.36449057] [ 0.38446503 0.64006705 0.42133657 0.59554706 0.44985099 0.64981222 0.47067804 0.61911862 0.49077434 0.45526026] [ 0.82869318] [ 0.63458444 0.57311933 0.49633079 0.44139315 0.36267578 0.43049711 0.38551782 0.68311865 0.60875077 0.38843324] [-0.45330187] [ 0.35120781 0.62867118 0.52743417 0.53797444 0.43342314 0.5579718 0.33230762 0.49302668 0.4759819 0.55413967] [ 2.35647187] [ 0.51703039 0.70362249 0.34726361 0.5844877 0.36426923 0.42659606 0.54829754 0.63257368 0.6402186 0.3662261 ] [-0.22842039] [ 0.37948525 0.55796032 0.48977664 0.57791796 0.41839663 0.61698368 0.4004228 0.50251059 0.45710788 0.58833899] [-0.18662152] [ 0.27957101 0.51505653 0.55755425 0.51836941 0.51684609 0.75047349 0.37933852 0.52921434 0.43273015 0.56831541] [-0.31898639] [ 0.34907809 0.24001695 0.66330017 0.43648406 0.53421997 0.66939489 0.34801229 0.45130873 0.27026887 0.46106985] [-0.44235421] [ 0.35654477 0.65728941 0.4705012 0.56289126 0.42758752 0.59538329 0.42903977 0.49906994 0.55829827 0.58243516] [ 0.41118608] [ 0.60372104 0.69741541 0.42992934 0.62408714 0.25098921 0.49888739 0.42866779 0.57846097 0.60568341 0.52991767] [-0.17169041] [ 0.83795584 0.77140322 0.52783215 0.48464483 0.38568761 0.24784912 0.5607723 0.81759128 0.75925078 0.63584261] [ 1.24167899] [ 0.55216877 0.54130526 0.51743133 0.52167755 0.42693718 0.60205113 0.42310476 0.63152008 0.36138862 0.48608357] [-0.45682222] [ 0.71356237 0.63763289 0.48815165 0.29828576 0.32563929 0.33004101 0.53295844 0.67863014 0.62231135 0.33641582] [-0.60966172] [ 0.52037046 0.66774896 0.4622726 0.51133661 0.49571221 0.57029427 0.52605108 0.50553976 0.41755409 0.62074418] [-0.64002813] [ 0.67363914 0.5828273 0.58476671 0.37025792 0.43919232 0.49377126 0.56900802 0.64224832 0.63453382 0.45755492] [-0.10013897] [ 0.3584158 0.53791011 0.60003231 0.48133412 0.56971978 0.63691368 0.36097422 0.34953757 0.40579863 0.5814834 ] [ 0.20453482] [ 0.23299609 0.4992682 0.50866265 0.62224316 0.54134618 0.68249452 0.37477785 0.32625535 0.25206561 0.59050758] [-0.12873481] [ 0.37400781 0.59723749 0.47929285 0.58758463 0.63456539 0.65922585 0.34946195 0.43125708 0.46611212 0.61802304] [-0.99773165] [ 0.53750712 0.64523037 0.42187738 0.57820474 0.31971848 0.42442388 0.48041085 0.47554161 0.62228126 0.37971861] [ 0.57107223] [ 0.37927927 0.46609457 0.57700367 0.60420034 0.38291214 0.58853591 0.40227178 0.51218236 0.5929756 0.39591509] [-0.71986756] [ 0.69878026 0.78054885 0.48175518 0.31642957 0.32454388 0.42464717 0.51665406 0.73224543 0.67300043 0.55192045] [ 0.5158325] [ 0.35117122 0.53713066 0.39573603 0.57370728 0.33958964 0.62496778 0.36783498 0.59951468 0.45053381 0.38259231] [-0.10803158] [ 0.36140382 0.43547286 0.51203385 0.56034597 0.48547154 0.63566624 0.48729112 0.61571329 0.39653895 0.36803691] [-0.29165739] [ 0.38656746 0.51483403 0.45510134 0.57453706 0.35616073 0.49642893 0.35267757 0.43360819 0.47497307 0.4484279 ] [ 0.38366251] [ 0.24951208 0.29284079 0.63297247 0.57718055 0.51288673 0.59251562 0.31501574 0.29803946 0.39690011 0.37393255] [-0.31819994] [ 0.47129348 0.79905876 0.3897484 0.61117217 0.28399916 0.49955515 0.4082266 0.56808522 0.69587789 0.55218566] [-0.12354033] [ 0.35318833 0.3704965 0.44215074 0.58295132 0.41850402 0.63233689 0.35644414 0.36483675 0.45923128 0.39432611] [ 0.32503796] [ 0.37662289 0.46711482 0.49820302 0.34156547 0.49833133 0.46341213 0.38591883 0.45052118 0.4293838 0.38416296] [ 0.10288214] [ 0.25705669 0.49770508 0.5475803 0.60952718 0.53473886 0.70014363 0.38633471 0.35101261 0.40920048 0.57702905] [ 1.75520366] [ 0.58934329 0.49793645 0.55432415 0.39474118 0.36880225 0.28195628 0.48574259 0.74754034 0.4151721 0.27618347] [ 0.29396909] [ 0.3219318 0.63258845 0.48620458 0.64201852 0.49712281 0.50071769 0.30498681 0.40770814 0.52023109 0.61392009] [-1.04959583] [ 0.73844241 0.62841073 0.57874448 0.43767632 0.43764761 0.27490598 0.50206398 0.67661823 0.60158451 0.28236736] [ 0.47078909] [ 0.369381 0.59793661 0.53298278 0.48800659 0.40087725 0.60947119 0.50467095 0.62558659 0.40941845 0.48393951] Progress: 26.0% ... Training loss: 0.449 ... Validation loss: 0.732[-0.57172151] [ 0.69042267 0.66134357 0.48715166 0.54763145 0.1894826 0.23593189 0.42356188 0.67262079 0.59303513 0.27595683] [-0.62093849] [ 0.52438342 0.4352717 0.60715987 0.35389896 0.48889926 0.43697697 0.41400154 0.43795435 0.43515943 0.39179634] [-0.10550184] [ 0.40167092 0.70431407 0.39380831 0.53410895 0.31385521 0.50052647 0.44284448 0.49025872 0.59771738 0.44105516] [-0.42146855] [ 0.52052397 0.62226261 0.4427993 0.53234522 0.33948297 0.36206539 0.45736997 0.71275667 0.51829397 0.34191159] [-0.54157736] [ 0.42520914 0.5667349 0.55328354 0.45526684 0.4034054 0.52023412 0.46889437 0.524709 0.48883802 0.39644172] [-0.5820714] [ 0.53981641 0.52657154 0.49385846 0.36813725 0.52654387 0.57326529 0.32769862 0.54437835 0.36270978 0.60114784] [-0.1518192] [ 0.70068684 0.63946088 0.50647902 0.44571694 0.27155119 0.39853874 0.53213565 0.64405264 0.57661368 0.4497231 ] [ 0.0694413] [ 0.39911237 0.6025659 0.5503751 0.47628638 0.42946333 0.61549771 0.43175949 0.59405473 0.49693162 0.59571358] [-0.09007333] [ 0.25064237 0.58730056 0.36451247 0.70893354 0.49272229 0.73829695 0.42371606 0.45856863 0.47913809 0.44462786] [-0.04735507] [ 0.5366066 0.41711237 0.52709891 0.26694892 0.47235052 0.48770054 0.40142552 0.55906476 0.41160953 0.34329494] [-0.88927159] [ 0.5658648 0.7278202 0.49354827 0.49303284 0.29798541 0.39163044 0.43607323 0.56495161 0.59075913 0.45410962] [-0.4841256] [ 0.52959011 0.70906736 0.40659078 0.63492096 0.25093036 0.63798419 0.35050434 0.55020304 0.57914393 0.58401745] [-0.37023612] [ 0.41736654 0.83077041 0.29775001 0.66463372 0.39079343 0.50357238 0.29437599 0.55708575 0.58011946 0.75700305] [ 1.82442354] [ 0.66541624 0.54893752 0.47000838 0.52737578 0.34584671 0.26177039 0.54469709 0.72992578 0.49114683 0.33685487] [-1.03552098] [ 0.50251797 0.33177824 0.62570462 0.47761184 0.43379963 0.40937108 0.44647162 0.49602459 0.32426289 0.3464364 ] [-0.47461142] [ 0.57078193 0.63294444 0.53212139 0.6335745 0.46434303 0.46803171 0.47057213 0.56390886 0.57450703 0.3398372 ] [-0.23242703] [ 0.63096729 0.72197637 0.45951434 0.6331549 0.42893402 0.54596998 0.45660048 0.59078557 0.62089291 0.51906633] [-0.48024466] [ 0.36191688 0.60057539 0.54716107 0.43418522 0.48689629 0.51294005 0.46364528 0.40217769 0.52655065 0.50544466] [-0.83651301] [ 0.6988645 0.62724564 0.4704574 0.50673268 0.41040561 0.52255604 0.51954667 0.7219837 0.51788229 0.4317793 ] [ 0.34613027] [ 0.56994234 0.62905851 0.47082819 0.56277962 0.27348121 0.4736693 0.45220746 0.64195283 0.51129033 0.50642407] [-0.32459742] [ 0.34457748 0.724467 0.34727509 0.65115537 0.46284506 0.55839424 0.44336865 0.43144786 0.46508159 0.54348579] [-0.53217584] [ 0.87752697 0.46011468 0.59492575 0.33750125 0.26465664 0.14386688 0.51332071 0.68281848 0.49967535 0.24179586] [ 0.43444379] [ 0.61656203 0.70476668 0.4980646 0.4737171 0.31611445 0.26928642 0.44700678 0.66892416 0.69626781 0.37294289] [ 1.04256574] [ 0.41603941 0.63912542 0.40488478 0.54501366 0.31462232 0.34810804 0.41935745 0.59299962 0.56140549 0.35059337] [ 1.942138] [ 0.71842305 0.61917305 0.49411127 0.45868543 0.31452204 0.39702325 0.51307457 0.67795035 0.48257606 0.37105079] [-0.16820836] [ 0.844037 0.7816561 0.53257002 0.30017319 0.35631322 0.36150879 0.5906123 0.72211642 0.72538381 0.40695005] [-0.46042594] [ 0.43819951 0.38303397 0.62794262 0.40960828 0.50836352 0.5248355 0.41428719 0.414757 0.35016533 0.49986734] [ 0.48683579] [ 0.52055087 0.32109212 0.65717907 0.29336206 0.52769011 0.51020125 0.41014608 0.63792607 0.34466216 0.40243466] [ 0.14504183] [ 0.65691955 0.67471603 0.57058358 0.40958958 0.38559921 0.38572081 0.64323573 0.70113942 0.60870328 0.41026875] [ 0.24775535] [ 0.51996318 0.70641483 0.44936205 0.53815189 0.24742366 0.37026858 0.47680649 0.63383864 0.61264569 0.44681106] [-0.78682809] [ 0.57802 0.79832407 0.41411539 0.72881673 0.48488513 0.4551635 0.3987683 0.51929596 0.58331323 0.52005463] [ 2.62784821] [ 0.65088108 0.50830819 0.50186249 0.51987917 0.34716513 0.27815905 0.54689908 0.71929822 0.52676167 0.18371688] [-0.39410207] [ 0.34892298 0.17211149 0.68447174 0.39024872 0.6168073 0.40868485 0.47570023 0.30569735 0.25896679 0.3251685 ] [ 0.40399065] [ 0.16426238 0.54495797 0.51044724 0.55652225 0.51639533 0.71767463 0.39253015 0.232162 0.52254091 0.62554539] [ 0.4114274] [ 0.68264581 0.81599102 0.52445206 0.48969851 0.37995988 0.43577608 0.53440396 0.66450033 0.73559282 0.50584128] [-0.15925959] [ 0.46527901 0.33793797 0.62707579 0.50693095 0.42988315 0.42986204 0.47989775 0.50684868 0.38675484 0.36811196] [ 0.54601786] [ 0.71022041 0.64638978 0.59280578 0.42891116 0.46965846 0.4011545 0.59428889 0.59956411 0.51995384 0.60083726] [ 0.55785011] [ 0.69188128 0.57748776 0.53005139 0.33905466 0.34905247 0.18962257 0.43998339 0.71132905 0.50479339 0.31066842] [ 0.52047399] [ 0.73361361 0.55735385 0.57361688 0.57112006 0.41333536 0.4297928 0.45127988 0.71478446 0.52160536 0.38661961] [ 0.52024656] [ 0.53750453 0.58509488 0.63066916 0.31550137 0.53510373 0.53931982 0.43741328 0.51593835 0.4241392 0.5648889 ] [ 0.74589765] [ 0.23436187 0.587056 0.439039 0.69013562 0.40582989 0.59604688 0.41651956 0.47824541 0.5110212 0.53336222] [ 0.03226188] [ 0.37451234 0.23960437 0.71994632 0.38193237 0.57029188 0.51078072 0.33947232 0.36157778 0.31934875 0.42470394] [ 0.43928497] [ 0.46930248 0.51324571 0.3980825 0.63194284 0.31606141 0.35779845 0.44992303 0.54387433 0.53865633 0.59214154] [-0.09917642] [ 0.47479015 0.40891174 0.62586828 0.33959707 0.52447824 0.61724677 0.42663206 0.51559736 0.48539537 0.54635581] [-0.43031101] [ 0.70356002 0.62354964 0.46465041 0.55722649 0.25294456 0.30604256 0.42782906 0.63726485 0.61546016 0.30144453] [-0.02321197] [ 0.2704235 0.39741743 0.60499668 0.46898704 0.4978958 0.68007796 0.43902781 0.3442202 0.42350645 0.52670989] [-0.17212896] [ 0.3562891 0.47397069 0.62505618 0.53827981 0.52456814 0.59035504 0.43360045 0.40284455 0.42773181 0.58416041] [ 1.3727656] [ 0.72985368 0.51222246 0.55153697 0.32508324 0.37392477 0.24450118 0.42745994 0.61404295 0.55077832 0.3000241 ] [ 1.26416116] [ 0.83697335 0.64833602 0.59136019 0.30759994 0.44639329 0.19666381 0.53097703 0.71177699 0.6444362 0.27081049] [-0.13944331] [ 0.27706128 0.66290859 0.42898626 0.64766725 0.38950278 0.65629795 0.38706778 0.53540458 0.46795898 0.56399803] [ 0.34355869] [ 0.4642827 0.66862033 0.36545205 0.41763017 0.34295417 0.56325714 0.43324372 0.49259061 0.6385909 0.48368667] [ 0.44112807] [ 0.49458261 0.46080386 0.61756221 0.5185137 0.47034149 0.43408173 0.39524639 0.58833105 0.45921677 0.38925025] [ 0.03426165] [ 0.35695612 0.71506893 0.51024031 0.75669337 0.49416827 0.73519877 0.36523773 0.46086463 0.56853091 0.6526982 ] [ 0.00221801] [ 0.43597574 0.41669444 0.56036606 0.37116208 0.474927 0.4537726 0.47507693 0.44062373 0.53922352 0.34680248] [-0.47635893] [ 0.33689062 0.35369394 0.56783624 0.4534422 0.54193089 0.42828587 0.56476191 0.42636213 0.45575649 0.57015799] [-0.06690845] [ 0.38285462 0.54222366 0.43661486 0.4723963 0.54114268 0.66775697 0.32831303 0.39428458 0.36380398 0.60599717] [ 0.31793995] [ 0.34660865 0.57049425 0.44739969 0.53526154 0.50685952 0.54219837 0.40895424 0.40585794 0.62011001 0.48802296] [-0.53022277] [ 0.4665686 0.59562045 0.47966185 0.52910288 0.52129822 0.62697995 0.4352276 0.55726096 0.39779168 0.52899144] [ 0.60731715] [ 0.42781719 0.69837776 0.42207008 0.61248496 0.2508797 0.50292424 0.43678078 0.52868134 0.64252034 0.50160736] [ 1.19698341] [ 0.73635009 0.52075161 0.59383559 0.28283806 0.36850064 0.33224676 0.60932371 0.73253332 0.50393955 0.26807378] [-0.79640198] [ 0.59802692 0.76665419 0.53727162 0.40418576 0.43577191 0.49264171 0.55099706 0.56952847 0.68501076 0.52218773] [-0.43847661] [ 0.3111189 0.58149373 0.45435404 0.46861452 0.39784405 0.60522301 0.43949533 0.42419814 0.47499603 0.47737178] [-0.05902914] [ 0.37516022 0.55172501 0.55881202 0.49696971 0.56951211 0.45071675 0.33944328 0.38645183 0.4602417 0.58362835] [ 1.07788665] [ 0.26556407 0.78449314 0.39391359 0.68527301 0.38413607 0.63332962 0.40723936 0.56830824 0.48040281 0.69023305] [-0.41962947] [ 0.49175841 0.56931698 0.50722558 0.60881537 0.52179203 0.55555743 0.46825859 0.51158314 0.41769274 0.60065501] [-0.15604797] [ 0.49911233 0.67903365 0.52708713 0.69995261 0.43460665 0.63907341 0.35858255 0.54538107 0.50183081 0.59470195] [ 1.59401253] [ 0.65677754 0.35553263 0.5742783 0.41293916 0.52007132 0.38304115 0.58688149 0.66585518 0.31447161 0.2446934 ] [ 0.38390223] [ 0.40529712 0.6367884 0.40389148 0.50252024 0.39568636 0.35669764 0.37361956 0.58611445 0.46842588 0.39129344] [-0.98402597] [ 0.60513346 0.51796439 0.56406435 0.46753353 0.37952214 0.47469132 0.47078068 0.40511113 0.53307104 0.44956811] [ 0.37904234] [ 0.42525958 0.3133643 0.58090751 0.2954769 0.41918155 0.60202146 0.42042432 0.45240121 0.26895232 0.43327312] [-0.52720655] [ 0.82084381 0.51660292 0.56730923 0.28740058 0.3604077 0.42256408 0.54022288 0.72405376 0.41086921 0.34230335] [ 0.08626977] [ 0.27841841 0.71735047 0.35607056 0.72884223 0.44171369 0.73618722 0.45085735 0.54003804 0.44122655 0.63222798] [-0.70080698] [ 0.69450873 0.60386538 0.52173946 0.31712422 0.38344378 0.38267848 0.6337688 0.75974438 0.57951866 0.29003811] [ 0.40736981] [ 0.3158248 0.6641814 0.39938401 0.63230477 0.45641606 0.72840997 0.50761092 0.5768739 0.42097865 0.59690583] [ 0.02426316] [ 0.18769187 0.50643224 0.50276966 0.61566995 0.42875824 0.57389131 0.36372974 0.43601749 0.48511105 0.47198602] [ 0.35618431] [ 0.75330673 0.58342687 0.6457017 0.28676347 0.51246383 0.39664401 0.56637889 0.65566762 0.53190998 0.43356278] [ 0.21393366] [ 0.63678247 0.48698251 0.59645715 0.32501399 0.41979398 0.37868038 0.48843606 0.64749719 0.52409983 0.37971639] [-0.70372341] [ 0.47219081 0.56740439 0.60007195 0.42022239 0.48335174 0.45449185 0.43718825 0.36159424 0.40856299 0.48599705] [ 0.73080177] [ 0.22099777 0.41390981 0.57755986 0.62029803 0.41930686 0.6246246 0.32391975 0.37346049 0.53505222 0.45141792] [-0.17809793] [ 0.63317114 0.46289863 0.57016986 0.40474332 0.38753052 0.60221613 0.4758327 0.68301971 0.45608398 0.39223575] [ 1.24250047] [ 0.71760077 0.53016607 0.56378621 0.32587167 0.32670299 0.32691595 0.4633383 0.75465073 0.47540579 0.35221316] [ 0.30487771] [ 0.53180215 0.6260509 0.58820192 0.37907053 0.50387028 0.52018703 0.40042334 0.59629578 0.62289533 0.54337328] [-0.00735548] [ 0.44843211 0.43889705 0.51258795 0.36846302 0.4376855 0.49087777 0.38341646 0.49703307 0.30534018 0.47808001] [-0.18911069] [ 0.70302528 0.71945668 0.58753261 0.45724564 0.38715258 0.37092324 0.48929649 0.72354115 0.59847212 0.42631094] [-0.4812388] [ 0.32934576 0.38945781 0.45172874 0.5297212 0.49213757 0.47989381 0.37158798 0.43235721 0.37011055 0.39811197] [ 0.11671142] [ 0.32154672 0.58218301 0.44585477 0.51970445 0.40564797 0.77517142 0.29692362 0.4191435 0.37548029 0.64366025] [ 1.32519746] [ 0.7299599 0.4277359 0.6001194 0.32134521 0.44928003 0.42051017 0.53824797 0.6408519 0.46240114 0.34742889] [ 0.02688306] [ 0.37636996 0.66458283 0.36306834 0.62461261 0.35427921 0.71815332 0.41762875 0.80156708 0.59099383 0.45607332] [ 1.13592312] [ 0.71409099 0.57115382 0.50387227 0.4208835 0.33445976 0.20896721 0.41861067 0.65858649 0.51805883 0.35631141] [-0.66085368] [ 0.66230911 0.54941709 0.57274081 0.3539491 0.45440412 0.44157839 0.44684708 0.7460353 0.61773193 0.52402104] [ 1.32205407] [ 0.59057345 0.38950991 0.68844535 0.41821305 0.37888246 0.41587495 0.44206461 0.61703122 0.53785231 0.34693045] [-0.81770664] [ 0.36008214 0.62362552 0.45259671 0.63431851 0.32060025 0.55291477 0.50039996 0.61471523 0.52043426 0.38359119] [ 0.8292161] [ 0.81459143 0.44933949 0.54756613 0.34365624 0.23082174 0.15486875 0.56338357 0.72092595 0.52597299 0.16024186] [-0.4392299] [ 0.49035148 0.42937571 0.63805442 0.44055958 0.51673789 0.52632576 0.413717 0.39255298 0.30901558 0.61470327] [-1.01508552] [ 0.57599278 0.27623654 0.74554921 0.24963342 0.56252441 0.42784333 0.51400551 0.46195142 0.25660399 0.4041029 ] [-0.13094751] [ 0.62667953 0.67061179 0.56688891 0.47647476 0.37780751 0.34764163 0.5439547 0.74026023 0.61585643 0.40564174] [-0.56117442] [ 0.71093651 0.43411711 0.66419899 0.41940379 0.57343584 0.40216576 0.39984869 0.60294726 0.43076467 0.35987164] [-0.18816026] [ 0.27040196 0.56013564 0.39744017 0.58911988 0.51094755 0.66602347 0.42138642 0.48946279 0.49562499 0.53259546] [-0.86147082] [ 0.5389908 0.6489842 0.43160172 0.60187515 0.34222153 0.40666727 0.35648817 0.5453664 0.55147797 0.41045491] [-0.44394757] [ 0.76009321 0.66738906 0.53405914 0.24486418 0.4586151 0.54099276 0.58651872 0.61487892 0.49148018 0.52291404] [ 0.5547509] [ 0.38731219 0.62198763 0.45499791 0.44251115 0.33193702 0.48092249 0.44427378 0.69200299 0.52016117 0.37836321] [-0.60101816] [ 0.67597714 0.55319594 0.5155313 0.34729346 0.35395416 0.29269473 0.3916256 0.7289734 0.46934096 0.35362219] [-0.57618683] [ 0.66241692 0.53343152 0.55723204 0.40835175 0.47112188 0.39320312 0.51142278 0.66970944 0.36993281 0.5748725 ] [ 0.06658443] [ 0.72338731 0.52815624 0.57250645 0.30627008 0.31007611 0.31196259 0.44749941 0.58209496 0.43708435 0.35860306] [ 1.04343155] [ 0.69313853 0.40984642 0.58327169 0.29917557 0.30193152 0.1491302 0.55992766 0.70832855 0.44855787 0.1740479 ] [ 0.579661] [ 0.37896764 0.61554013 0.46696318 0.51974117 0.43134322 0.48408504 0.50937492 0.56785876 0.42907073 0.51055686] [ 0.07377287] [ 0.25877779 0.48219408 0.583588 0.60718914 0.41048531 0.65583606 0.3658728 0.49524677 0.4178991 0.57687827] [-0.23714451] [ 0.55208862 0.3276487 0.57038047 0.37300309 0.56614397 0.49338325 0.47339085 0.55667988 0.4462876 0.37350905] [-0.11205819] [ 0.46718999 0.64148229 0.42187512 0.60480174 0.54419563 0.64520304 0.37887344 0.52296307 0.36658529 0.75841152] [-0.4905086] [ 0.5876813 0.20830792 0.76880385 0.25567623 0.63785494 0.4257632 0.4537795 0.40879297 0.28522059 0.37503589] [-1.12766715] [ 0.65691469 0.64970976 0.5127264 0.46585262 0.26086832 0.33725492 0.43901192 0.49464488 0.629219 0.37421279] [ 0.91560222] [ 0.37547725 0.69238829 0.4494925 0.59343198 0.44835828 0.68046183 0.39013979 0.60215576 0.57192668 0.55193849] [-0.37553708] [ 0.31552482 0.54219315 0.55533547 0.44019876 0.4592634 0.67954422 0.51997957 0.52483093 0.472398 0.52808775] [-0.56145261] [ 0.80618429 0.48854782 0.57593731 0.20820724 0.39269074 0.25920186 0.48611038 0.66847298 0.51342626 0.31453493] [-0.21406627] [ 0.53701336 0.75260505 0.4428774 0.47440206 0.44155186 0.50043546 0.56005647 0.58801027 0.66899576 0.53385394] [ 0.24875312] [ 0.38594081 0.5283015 0.58908641 0.59907316 0.57149377 0.50411448 0.38804691 0.46536964 0.52249981 0.6138964 ] [-0.20662346] [ 0.46342618 0.44881963 0.62364437 0.30999308 0.5550169 0.60935928 0.44085512 0.38268729 0.42797637 0.56737462] [ 1.91343291] [ 0.66856754 0.65609604 0.49989991 0.42375806 0.33902054 0.43793729 0.48032406 0.59330381 0.47333048 0.41897827] [-0.48299005] [ 0.49583988 0.77444357 0.53389337 0.58106955 0.39270224 0.65928357 0.51117473 0.57784768 0.58866802 0.60797781] [-0.61577612] [ 0.63147458 0.44184473 0.53283882 0.2868987 0.37849317 0.19065206 0.50013818 0.68351379 0.48636837 0.2369653 ] [-0.04296716] [ 0.19730963 0.38435204 0.58105882 0.60817302 0.49680779 0.70536737 0.45090343 0.35825991 0.46973254 0.44970821] [ 0.76803682] [ 0.71654138 0.65651306 0.57284094 0.5416206 0.46657723 0.34480945 0.40331256 0.67334086 0.62374386 0.36642815] [ 0.60598522] [ 0.62099704 0.40625544 0.65578255 0.40954669 0.39067942 0.36765461 0.46374162 0.57656127 0.4434404 0.37868031] [-0.10700606] [ 0.71117378 0.67560543 0.60375454 0.32271082 0.44403885 0.45475155 0.66839631 0.65723956 0.55617301 0.52310467] [-0.25469209] [ 0.68277808 0.57603691 0.49956918 0.5741519 0.44290887 0.33577644 0.42722071 0.62179386 0.61214626 0.39344472] [ 0.09102187] [ 0.44624549 0.64646914 0.42531136 0.44310709 0.43331221 0.68471128 0.38869703 0.53528825 0.49423958 0.64624906] [ 1.11078829] [ 0.53059625 0.70316736 0.47556078 0.52797281 0.31608792 0.61507041 0.43003473 0.61768551 0.56051049 0.58951135] [-0.06797642] [ 0.30759921 0.48821362 0.49364686 0.46406045 0.51944497 0.69805039 0.3919531 0.60993019 0.47879495 0.55871742] Progress: 26.3% ... Training loss: 0.457 ... Validation loss: 0.719[ 1.31407269] [ 0.37878853 0.49217559 0.5449179 0.45675925 0.45401383 0.43715098 0.48393524 0.5152439 0.50929989 0.36435314] [-0.02310824] [ 0.20813891 0.38301063 0.5278399 0.58387306 0.55474583 0.72739727 0.41803513 0.50906754 0.34890032 0.49735343] [-0.32162122] [ 0.29994218 0.50851973 0.34365816 0.71349865 0.40179495 0.478902 0.42944068 0.55936022 0.36329129 0.68715739] [-0.76127811] [ 0.62724387 0.38483056 0.67800319 0.43312236 0.37465087 0.34873093 0.53099236 0.57782162 0.46258581 0.31792688] [ 0.41864153] [ 0.54651511 0.56036477 0.49383371 0.55989252 0.28886281 0.30362751 0.46409982 0.5295116 0.66414011 0.29812975] [-0.39755552] [ 0.49260464 0.56244907 0.52856967 0.65703701 0.57809477 0.67978138 0.42598867 0.47851101 0.40073802 0.50947 ] [ 0.26004044] [ 0.4720727 0.64814196 0.45311444 0.58690004 0.26753606 0.50983177 0.46649998 0.65552273 0.51410173 0.52605142] [-1.03103022] [ 0.6861338 0.66493408 0.5216448 0.58836717 0.37237299 0.31860321 0.45810617 0.69160478 0.63299833 0.29678744] [ 0.64414482] [ 0.71842631 0.63375956 0.55585705 0.376473 0.33349523 0.3503217 0.54874404 0.69984808 0.51202832 0.39888394] [ 0.16710203] [ 0.35852761 0.56741405 0.65563747 0.44978083 0.54009439 0.56231601 0.43767243 0.3933876 0.52250025 0.68486771] [-0.23070295] [ 0.66836209 0.65487989 0.58470653 0.33200359 0.41913214 0.37392307 0.56167603 0.72645904 0.55431033 0.41165299] [-0.82264769] [ 0.56313656 0.70107996 0.4711537 0.62511282 0.51079431 0.48183414 0.39660194 0.5253591 0.45640797 0.54105065] [-1.12630203] [ 0.68971903 0.62205639 0.51292937 0.36117227 0.51134024 0.44168698 0.45170134 0.58403683 0.41757067 0.50074268] [ 0.32607888] [ 0.78098235 0.55581314 0.5857779 0.25035371 0.3475264 0.20441029 0.52002105 0.5776878 0.60532775 0.27427034] [-0.78678136] [ 0.5967085 0.75281652 0.48148889 0.49369767 0.46644937 0.53763223 0.41204775 0.56749565 0.54406903 0.57002747] [-0.430752] [ 0.51299265 0.82005033 0.44107516 0.69700401 0.36345082 0.63849274 0.42436663 0.55342287 0.5862497 0.73360549] [ 0.26522475] [ 0.54466989 0.53628555 0.53609026 0.51232797 0.37618636 0.57573144 0.51987274 0.67526403 0.44128456 0.44831544] [ 0.69274134] [ 0.34242212 0.4889728 0.47633773 0.572696 0.44796077 0.55550766 0.404398 0.37931657 0.54309603 0.42997711] [-0.4209685] [ 0.49210816 0.51375227 0.44215251 0.42513401 0.45663583 0.41091893 0.45337078 0.50129199 0.49893404 0.35685281] [-0.81363828] [ 0.73537456 0.61919192 0.52777833 0.44534973 0.26650842 0.44543109 0.4176183 0.67246134 0.64677754 0.46048595] [-0.41528175] [ 0.28745587 0.64498155 0.42635641 0.54124371 0.41253592 0.7320119 0.48224063 0.53184171 0.58021557 0.5317269 ] [ 0.90144446] [ 0.73942005 0.61618343 0.50728954 0.26850253 0.30105388 0.32713666 0.46333141 0.74350848 0.5794435 0.38512508] [ 0.22371867] [ 0.70062145 0.59440679 0.52416018 0.42459818 0.31974408 0.18422495 0.51478948 0.63564355 0.48028658 0.41804806] [-0.14561868] [ 0.72754031 0.56128759 0.54391299 0.35852427 0.36471186 0.35074185 0.49248651 0.66054532 0.51216649 0.43249954] [ 0.88139491] [ 0.66027735 0.63822622 0.48744365 0.39458644 0.40962117 0.28142296 0.51895403 0.59487129 0.60845618 0.34293446] [ 0.05996172] [ 0.25354369 0.49217513 0.49435959 0.545488 0.49318535 0.5942408 0.39205074 0.33796124 0.45569215 0.53774616] [ 0.35968786] [ 0.71746007 0.41254767 0.70330288 0.43700987 0.53898924 0.37562439 0.45248931 0.62248239 0.45699588 0.35513048] [-0.68276342] [ 0.75701102 0.3453502 0.65133954 0.35942605 0.55560318 0.30327374 0.47240871 0.59758942 0.33385519 0.39159974] [-0.44736486] [ 0.41977327 0.69947628 0.42713192 0.60071653 0.26301694 0.52895449 0.48112805 0.49396482 0.62324973 0.45954364] [ 0.0966327] [ 0.32634379 0.66590567 0.38978198 0.62545664 0.51865844 0.69223086 0.36416629 0.41580341 0.53195268 0.57959556] [-0.33306757] [ 0.41949941 0.68959956 0.3633754 0.47902858 0.41859287 0.66665157 0.33789664 0.51558412 0.4515216 0.65656769] [ 0.12447047] [ 0.27700208 0.66238624 0.39474131 0.5880371 0.39682318 0.66537708 0.41714342 0.38223929 0.53357538 0.50350657] [ 2.05587536] [ 0.87118287 0.67594818 0.58555692 0.3253687 0.37874537 0.20393565 0.56152809 0.78725905 0.67476801 0.24511422] [-0.06395203] [ 0.51588338 0.70526163 0.43070178 0.7714015 0.40593818 0.54702835 0.40400646 0.64317285 0.56734212 0.75610031] [ 0.46726465] [ 0.65560596 0.55702835 0.56502579 0.48842424 0.45653757 0.46667403 0.44971075 0.54605684 0.60821874 0.3937194 ] [ 0.5111006] [ 0.69168176 0.59038806 0.46639117 0.40305006 0.35411094 0.17043366 0.40576705 0.61449761 0.5493665 0.35764129] [-0.99318691] [ 0.7491058 0.64830773 0.52375123 0.31460708 0.27048164 0.20576385 0.51652831 0.70905608 0.59104008 0.31030526] [-0.36930876] [ 0.51013627 0.37858039 0.61388312 0.32715904 0.48463409 0.40817568 0.46304428 0.61669265 0.58305328 0.36137062] [ 0.1093075] [ 0.6249764 0.52365336 0.53398577 0.37192392 0.38180606 0.48780996 0.5026417 0.68740523 0.4820391 0.35139241] [-0.14654518] [ 0.32138363 0.59820939 0.42955481 0.56019749 0.44114333 0.540004 0.42512759 0.56698019 0.44318466 0.46953069] [ 0.5935651] [ 0.75686634 0.5476757 0.54044375 0.40104755 0.40518481 0.20536932 0.50967419 0.72994103 0.58248932 0.30158186] [-0.44946709] [ 0.41683634 0.68233362 0.48343363 0.6904024 0.41682707 0.57315451 0.39193557 0.5274336 0.54625027 0.50472437] [-0.45179478] [ 0.67196417 0.74144071 0.48629334 0.44827745 0.37743516 0.53574953 0.51665815 0.7002213 0.65379466 0.59287311] [-0.09927048] [ 0.62377965 0.62511639 0.50882994 0.43420843 0.48459284 0.58509225 0.51552575 0.62556364 0.44507665 0.47610814] [ 1.12482152] [ 0.76892406 0.55331491 0.62807133 0.41569316 0.46914518 0.42749647 0.47946752 0.65564635 0.5756519 0.41666479] [-0.49129394] [ 0.56948619 0.61387094 0.50382979 0.59393087 0.54461616 0.71064756 0.3250031 0.63115976 0.4340533 0.6448507 ] [-0.18738099] [ 0.6600097 0.4674271 0.58104679 0.36434565 0.44199395 0.37325942 0.55526694 0.60567256 0.4658702 0.28145693] [-0.24467399] [ 0.74007349 0.52780783 0.63404892 0.36773327 0.45080902 0.36426178 0.45937788 0.62179697 0.45775409 0.33269466] [-0.62289444] [ 0.5474295 0.42634381 0.49306041 0.42448141 0.5751591 0.61732238 0.47642389 0.51141249 0.31821676 0.54869744] [-0.44129927] [ 0.45758419 0.72156863 0.47512758 0.6509606 0.49773541 0.67571587 0.56444399 0.45858137 0.66445042 0.54344334] [-0.84917875] [ 0.54792373 0.74366568 0.40068075 0.62110967 0.3254496 0.41554247 0.418536 0.42718944 0.53086058 0.5630447 ] [ 0.04722356] [ 0.70874633 0.59813274 0.50511969 0.4093861 0.25551535 0.22908831 0.49297402 0.71788439 0.52945133 0.34832635] [-0.66492766] [ 0.6542403 0.73468958 0.4471926 0.43248687 0.24767423 0.321476 0.47385065 0.63799867 0.52076017 0.54359799] [ 1.00956001] [ 0.68762431 0.35474239 0.65555177 0.22658038 0.41556275 0.36013848 0.48041748 0.6511934 0.41652704 0.29718625] [-0.41881192] [ 0.3513213 0.58855419 0.52177942 0.57208948 0.51591838 0.65904827 0.47096263 0.47921732 0.60352609 0.54583756] [-0.71846761] [ 0.71734029 0.64543121 0.52977738 0.36924968 0.29419616 0.27148113 0.49099556 0.64773754 0.55717703 0.41089098] [ 2.57704173] [ 0.80273488 0.49868185 0.58186043 0.25656695 0.28937126 0.16345572 0.54359613 0.71250541 0.51197282 0.20789885] [-0.91279555] [ 0.74528168 0.48553872 0.61646073 0.32242812 0.42821531 0.29624959 0.46441864 0.62438826 0.56110327 0.36808389] [ 0.34702822] [ 0.86467381 0.68914139 0.51756287 0.22501106 0.19525 0.14136402 0.59529061 0.78008439 0.70864779 0.22130323] [-0.32974006] [ 0.42335603 0.32105122 0.67620845 0.43814886 0.44204234 0.50905123 0.50481905 0.49920747 0.35017337 0.40435215] [-0.2214677] [ 0.32163906 0.46734941 0.62660075 0.45111861 0.48356418 0.59221564 0.44182542 0.43510872 0.38456396 0.46912868] [ 0.03616466] [ 0.26473249 0.58275463 0.39546533 0.5701679 0.42928848 0.60306897 0.33198353 0.51356381 0.45349716 0.51118673] [ 0.62732569] [ 0.40670344 0.55863353 0.4176986 0.66314308 0.39390281 0.4616858 0.34242679 0.44975404 0.50791543 0.37611978] [ 0.24229957] [ 0.69205605 0.51127735 0.59412419 0.42312871 0.49972918 0.50419481 0.42362195 0.63527144 0.49995189 0.43269633] [-0.3824861] [ 0.62524566 0.63237426 0.49610865 0.43844869 0.35960552 0.28242798 0.39508548 0.6483237 0.61716523 0.33968559] [-0.24564812] [ 0.38548784 0.48487439 0.60262084 0.42052008 0.48001419 0.51887302 0.4732746 0.43571054 0.46838879 0.49946411] [ 1.66763411] [ 0.84762083 0.41681102 0.71043014 0.29157123 0.43300756 0.24615212 0.62388821 0.74118174 0.44492232 0.20903338] [-0.34238622] [ 0.31062171 0.70603932 0.43157523 0.70281743 0.33890551 0.61838786 0.40614233 0.486938 0.54970109 0.60749869] [-0.50071706] [ 0.40922242 0.79909675 0.34432307 0.64878395 0.31949367 0.51282855 0.40221894 0.47853171 0.49460454 0.65398803] [-0.41638972] [ 0.55053253 0.39395461 0.6661676 0.36532235 0.40822255 0.32230964 0.45322626 0.56533051 0.38394405 0.29756494] [-0.12258327] [ 0.33477322 0.36841259 0.68884152 0.4199212 0.4692772 0.66187914 0.45898258 0.46039916 0.3322089 0.51747196] [-0.44024042] [ 0.68911589 0.68483976 0.50236536 0.38484546 0.346314 0.41396684 0.56372306 0.725716 0.52791721 0.46858307] [-0.52273679] [ 0.55361862 0.68560792 0.51092777 0.54645879 0.54420392 0.52326507 0.48731739 0.44873366 0.40825628 0.7051947 ] [ 2.12963128] [ 0.77676762 0.62599692 0.61816724 0.37667903 0.31836644 0.24122247 0.53692141 0.84278783 0.60348788 0.26862568] [-0.56703062] [ 0.46681339 0.7319053 0.37214198 0.72514596 0.26910072 0.41106027 0.41027439 0.54500154 0.54698784 0.72441464] [-0.40019558] [ 0.50936816 0.53269925 0.58438842 0.34887194 0.49827191 0.52198666 0.4570399 0.57695491 0.49684733 0.61421244] [-0.62646358] [ 0.44237305 0.57474597 0.45257622 0.43560064 0.39122307 0.66804887 0.36078046 0.59151661 0.4515572 0.488045 ] [-0.70939707] [ 0.60715581 0.81617304 0.52464903 0.44115102 0.40692736 0.52374105 0.55313655 0.6314874 0.62189308 0.59115434] [-0.40307369] [ 0.65758865 0.58146078 0.53659005 0.4117001 0.43106731 0.55546881 0.55288299 0.56538994 0.6047488 0.45333086] [ 0.25745675] [ 0.28460826 0.47407724 0.5480326 0.5679353 0.5364843 0.6285639 0.4922216 0.39837915 0.3843423 0.63801046] [-0.6294021] [ 0.37291644 0.69334169 0.34734945 0.70177105 0.3806488 0.5592072 0.46427182 0.54650449 0.41967145 0.46388987] [-0.62648553] [ 0.39847859 0.68218728 0.4677839 0.6387545 0.38812066 0.56455943 0.43730602 0.48365938 0.62216361 0.53614478] [ 0.14492721] [ 0.57006446 0.36911726 0.60445133 0.37054294 0.47231755 0.30266964 0.55282543 0.46568476 0.50715566 0.23109739] [ 0.27207101] [ 0.23864756 0.74342085 0.40785835 0.62640949 0.5375438 0.72093891 0.36704541 0.57291391 0.48624462 0.69561325] [ 0.1471746] [ 0.19558016 0.5872577 0.43469318 0.66594153 0.46479873 0.70680805 0.37486366 0.49894935 0.40464593 0.60025423] [ 0.01561516] [ 0.42889134 0.70792426 0.51973402 0.67663746 0.48055446 0.67050305 0.35010548 0.49389151 0.50263394 0.64463378] [-0.12079162] [ 0.44096335 0.57539502 0.50346269 0.57288319 0.51944942 0.64521356 0.35088086 0.57468075 0.59693411 0.48345483] [-0.8351112] [ 0.63638189 0.7409501 0.51666112 0.61053029 0.40131447 0.60274189 0.41381349 0.61820284 0.5471638 0.58828089] [-0.78380073] [ 0.52073877 0.64103772 0.45217382 0.57494631 0.49146479 0.5421025 0.33967211 0.57477902 0.53419 0.54728113] [ 0.00236088] [ 0.32008647 0.27632723 0.66732615 0.44453948 0.64750749 0.60015715 0.37582847 0.21564066 0.18441764 0.57005245] [ 0.54854627] [ 0.67198834 0.39311384 0.63704115 0.25452041 0.46041705 0.32648581 0.57359705 0.62843904 0.40693164 0.27559415] [ 2.07435694] [ 0.83074154 0.60148135 0.63493382 0.28479182 0.35470554 0.27464082 0.62206552 0.79333521 0.5337656 0.28710805] [ 0.02214183] [ 0.64305789 0.72971046 0.42969576 0.61434873 0.25228625 0.28303597 0.5096915 0.58173858 0.66548627 0.35912951] [-0.29522115] [ 0.29173083 0.66682997 0.40462671 0.71931193 0.49097192 0.74668778 0.53586313 0.52715287 0.50885924 0.48941654] [-0.87246246] [ 0.66229147 0.76124778 0.40755392 0.47241026 0.28480894 0.3632216 0.48475066 0.68169616 0.6806631 0.46724879] [ 1.41074876] [ 0.51326048 0.68002848 0.47378754 0.6023388 0.34166908 0.44953585 0.48058358 0.66354148 0.50197701 0.33989729] [-0.23303455] [ 0.5752819 0.5463165 0.56397409 0.29570937 0.44114775 0.54930146 0.40272048 0.6021836 0.46290073 0.49013678] [-0.5824552] [ 0.49218449 0.62103573 0.45952356 0.44185442 0.49689013 0.51464436 0.37288659 0.44684528 0.38501767 0.60531908] [-0.61420033] [ 0.63230995 0.44321706 0.48959429 0.37275252 0.44953564 0.52989723 0.42633819 0.67518435 0.40947572 0.48520359] [ 2.13944627] [ 0.77276654 0.54013303 0.53211867 0.39339997 0.33677565 0.19875442 0.53850896 0.57767463 0.58357459 0.21347998] [ 0.13388358] [ 0.28743006 0.46051308 0.58936846 0.50680648 0.49915962 0.59639414 0.4067723 0.40880745 0.53374228 0.62563772] [-0.1379971] [ 0.37916059 0.66100692 0.51094722 0.53631565 0.41997529 0.67150746 0.35285453 0.48122864 0.54609301 0.65916732] [ 0.07820372] [ 0.1940385 0.58867421 0.44252258 0.74327051 0.3723306 0.53884508 0.42916529 0.43388982 0.55174654 0.56287451] [-0.26033964] [ 0.49173557 0.63704695 0.55861853 0.25659558 0.49909594 0.60527824 0.45743374 0.4987321 0.47659987 0.64194415] [-0.86281075] [ 0.80444618 0.77998692 0.59439746 0.32453422 0.4390266 0.41560647 0.60692193 0.69272013 0.75255651 0.49810653] [ 0.59086502] [ 0.76558539 0.47227324 0.62927113 0.30729861 0.49519265 0.26211823 0.53266336 0.59824734 0.45952671 0.37460567] [-0.23911024] [ 0.54116079 0.49033583 0.54787155 0.56357509 0.49633182 0.554576 0.4485357 0.4824854 0.45631539 0.40466871] [-0.43329732] [ 0.44323333 0.64651836 0.44263091 0.51871313 0.37624045 0.63045875 0.33145026 0.54728996 0.49581173 0.60480542] [-0.46607177] [ 0.39057304 0.45267537 0.56744914 0.36874297 0.51824009 0.70353804 0.42573263 0.59422857 0.45369391 0.53160582] [-1.13141443] [ 0.67081041 0.73461441 0.46469415 0.67135139 0.38272088 0.3008549 0.46512236 0.73955409 0.57897301 0.60213463] [ 0.01021083] [ 0.56183321 0.59114107 0.50616647 0.49999222 0.36857097 0.34502834 0.45739534 0.56202388 0.52096402 0.46946587] [ 0.67084665] [ 0.57793129 0.60910856 0.46039552 0.4763687 0.39462398 0.56320505 0.55765749 0.60885716 0.55052282 0.50787353] [-0.34210637] [ 0.36980023 0.65961233 0.46669148 0.60842982 0.46765631 0.5191303 0.42003209 0.58275446 0.64478924 0.48753419] [-0.8688393] [ 0.5661765 0.68167955 0.44794697 0.58079018 0.47040035 0.56809771 0.45269018 0.64775637 0.52345695 0.45655231] [ 0.06401378] [ 0.19866402 0.44312703 0.53584219 0.64500167 0.47339807 0.66932016 0.46300622 0.48457936 0.32989062 0.53351141] [-0.0196331] [ 0.38743268 0.701938 0.41512262 0.77592345 0.40540773 0.74915696 0.37689433 0.4511549 0.46990129 0.65425133] [ 0.12218243] [ 0.37988419 0.58486749 0.55436982 0.62506714 0.38039534 0.51423012 0.49029385 0.50034867 0.56194738 0.43998847] [-0.13188926] [ 0.79036522 0.55244047 0.51129689 0.37374486 0.30119527 0.15469998 0.45911179 0.57993042 0.55108208 0.31353766] [-0.62688759] [ 0.39454585 0.63898362 0.35694668 0.57462851 0.32925773 0.35388197 0.41986862 0.55623931 0.53579728 0.33927801] [ 0.19562414] [ 0.23978385 0.48951426 0.45620072 0.66800313 0.40646083 0.49306944 0.3498975 0.3762767 0.52846223 0.47174752] [ 0.02418007] [ 0.26707913 0.48676224 0.58774211 0.68749257 0.50141173 0.71667138 0.39741536 0.35058897 0.47643947 0.50988353] [-0.95090104] [ 0.56441002 0.35338718 0.54396761 0.39445422 0.4620712 0.39575973 0.45255537 0.60878841 0.44704565 0.3452925 ] [ 0.49624137] [ 0.46088531 0.75162377 0.32865932 0.6315372 0.32193404 0.42181049 0.5375362 0.61521852 0.63663523 0.37911134] [-0.50784109] [ 0.36863275 0.67195743 0.41069814 0.61868481 0.34958956 0.70795557 0.43509823 0.58110018 0.50707508 0.50220911] [-0.39547343] [ 0.408063 0.66367978 0.41994208 0.6214051 0.37024246 0.52903895 0.40026803 0.37400249 0.45494156 0.5989612 ] [-1.00322225] [ 0.45784978 0.60165209 0.45256953 0.63182675 0.39833273 0.43550405 0.45006246 0.56614506 0.38914991 0.39311915] [-0.22021621] [ 0.73824548 0.62165789 0.46364953 0.53158805 0.26000707 0.26590963 0.39812159 0.58275977 0.60769956 0.40879857] [-0.21908807] [ 0.70985376 0.68611375 0.49767401 0.23912577 0.36421341 0.23747096 0.52925118 0.64422306 0.65602376 0.37328577] Progress: 26.6% ... Training loss: 0.444 ... Validation loss: 0.716[-0.86423989] [ 0.52156717 0.70940296 0.42016338 0.61578761 0.28360459 0.39004903 0.39027679 0.47712963 0.62593356 0.55426458] [-0.78736404] [ 0.53909766 0.51259219 0.63980968 0.44568509 0.49221837 0.51808125 0.39399837 0.56681977 0.40842074 0.46589801] [-0.23389516] [ 0.63026911 0.55692108 0.53025054 0.56027206 0.3393225 0.38339746 0.54192088 0.64815721 0.47390968 0.37909579] [ 0.04201699] [ 0.5435232 0.34299546 0.69029321 0.44922802 0.54454746 0.54678845 0.46133101 0.45341914 0.34495036 0.48879644] [-0.40340331] [ 0.58103434 0.47521876 0.62343298 0.31913256 0.49475943 0.52522068 0.37796593 0.65560692 0.55465333 0.49702775] [ 0.31753595] [ 0.47873128 0.30276481 0.69008638 0.39053216 0.47077678 0.51953609 0.4103615 0.44527636 0.41516124 0.3720016 ] [-0.17948433] [ 0.70274577 0.52790164 0.56867203 0.4137986 0.48798758 0.4765225 0.49915282 0.59686998 0.58160462 0.40468699] [ 0.3206318] [ 0.56977447 0.28040944 0.68360744 0.26122902 0.54472278 0.34572717 0.39752849 0.46268144 0.37300115 0.32571825] [-0.2599502] [ 0.30398434 0.58357045 0.43448518 0.56988297 0.42510682 0.71905651 0.40182248 0.55823646 0.56216453 0.51428746] [ 0.02078504] [ 0.64680525 0.43435317 0.64966934 0.52301945 0.48923891 0.61959868 0.37184535 0.68636884 0.49142867 0.50154509] [ 0.5706004] [ 0.49976495 0.29970584 0.58839108 0.35137573 0.44945239 0.55036978 0.38305316 0.44797034 0.35320664 0.41230168] [ 0.01197268] [ 0.46956874 0.60066688 0.50059626 0.59794976 0.25696154 0.40287923 0.47198246 0.57684013 0.48383419 0.46303565] [ 0.12278283] [ 0.43286813 0.31445004 0.63738215 0.36765855 0.43492302 0.45231132 0.51427425 0.46752218 0.4432754 0.29661815] [ 0.48135626] [ 0.57008787 0.36437787 0.70313457 0.29168075 0.3914241 0.44898793 0.45390141 0.462393 0.35782898 0.33629042] [ 0.1654907] [ 0.24734634 0.63198855 0.42649657 0.71764027 0.44085608 0.74253228 0.43950713 0.43064652 0.46134181 0.6059156 ] [-0.26688387] [ 0.45181055 0.73039096 0.35311333 0.71314474 0.28653057 0.4685051 0.34544894 0.50980133 0.5685284 0.65993755] [ 1.77859876] [ 0.66294047 0.71604279 0.41393094 0.48973444 0.27945079 0.41605094 0.49862562 0.74350377 0.60116604 0.41974828] [ 1.68267506] [ 0.55302693 0.76861698 0.42639622 0.56999942 0.27668924 0.33862838 0.43632448 0.60988518 0.57332545 0.40989102] [-0.31212636] [ 0.30905699 0.63089561 0.41053957 0.62900655 0.34340431 0.58292195 0.48804051 0.54967099 0.60990146 0.44407451] [-0.25860394] [ 0.40840571 0.65925965 0.49506793 0.62233545 0.31499652 0.583033 0.39263612 0.43121856 0.49752463 0.55524783] [-0.51974102] [ 0.61138519 0.41624838 0.58915526 0.39238744 0.46784238 0.46944026 0.34388167 0.56899535 0.42132516 0.43253063] [-0.00285481] [ 0.36085977 0.6390812 0.48595787 0.53301924 0.52300234 0.61418366 0.42316353 0.34060863 0.39126462 0.67036086] [-0.21898469] [ 0.29126209 0.67407929 0.39913919 0.68641909 0.3981021 0.71313338 0.5131132 0.53574413 0.5618964 0.51395513] [-0.38490553] [ 0.49775259 0.61212422 0.4258921 0.73303882 0.44299422 0.50905584 0.50467184 0.5961708 0.49532424 0.68609377] [-0.37661929] [ 0.53104699 0.70523269 0.41650901 0.55525647 0.23090001 0.37039908 0.48713595 0.62906382 0.57817109 0.34691902] [-0.43313874] [ 0.71813504 0.73089581 0.37377754 0.40833538 0.35345416 0.54843565 0.48066249 0.70103457 0.53826232 0.47814623] [-0.29179935] [ 0.4612055 0.3553973 0.67492946 0.32450933 0.58723517 0.6616445 0.39585199 0.4163703 0.28615943 0.60921836] [ 0.40255536] [ 0.34327346 0.66478098 0.45375553 0.59644736 0.48167402 0.67502676 0.3235109 0.58844011 0.63367564 0.56864568] [-0.3870301] [ 0.466232 0.73598727 0.40507572 0.64690181 0.33542846 0.4860665 0.36414006 0.33642582 0.48994474 0.60321989] [-0.11348066] [ 0.64953623 0.61741409 0.4227848 0.51971244 0.398646 0.36872601 0.49570703 0.59932467 0.5949705 0.4450533 ] [ 2.42013984] [ 0.51625864 0.7034155 0.34716875 0.58381254 0.36424522 0.42638743 0.54851191 0.63196988 0.64007896 0.36615478] [ 0.62819016] [ 0.58483053 0.48173933 0.63083558 0.38735409 0.45998101 0.45875108 0.46620933 0.57887303 0.43218981 0.36371296] [ 0.13630435] [ 0.41270618 0.67733102 0.54329788 0.59781485 0.41757478 0.716435 0.44850227 0.44348306 0.57921699 0.63653293] [-0.40390624] [ 0.50274893 0.56419714 0.53005128 0.40742586 0.44427475 0.48142176 0.52067413 0.64178834 0.44493466 0.44516012] [-0.282439] [ 0.76259643 0.51783201 0.55947968 0.37521492 0.33899899 0.20461907 0.49174091 0.6326274 0.46429839 0.31225801] [ 0.4776253] [ 0.41419026 0.52828969 0.48543636 0.50637343 0.30244489 0.34598217 0.47494482 0.60759668 0.47719458 0.35552032] [ 0.90500074] [ 0.50679958 0.44288663 0.52603879 0.37303045 0.39731991 0.55220633 0.44585531 0.58013928 0.4864399 0.35113685] [-0.25400923] [ 0.38042904 0.64040846 0.41953387 0.59793135 0.45306911 0.65518817 0.46793843 0.61324835 0.48765162 0.46066061] [ 0.06330058] [ 0.29080854 0.53295765 0.49312214 0.64623355 0.5303369 0.49632184 0.40617336 0.34775693 0.36201616 0.74151973] [-0.61110781] [ 0.37670024 0.71565703 0.35993729 0.68417725 0.32618253 0.49338983 0.5387302 0.57319994 0.55496636 0.47905984] [ 0.04066979] [ 0.52687408 0.47970608 0.49829435 0.46405574 0.37067441 0.47044056 0.4609999 0.59654934 0.42404482 0.38669259] [-0.76405815] [ 0.77725585 0.68684364 0.46223546 0.4701533 0.24267679 0.38606912 0.44439282 0.66678706 0.60412046 0.49293194] [-0.20401603] [ 0.42281069 0.65236944 0.38609533 0.65031447 0.2684675 0.30666784 0.46152366 0.5495102 0.59461994 0.36787624] [ 1.29533622] [ 0.59533608 0.76477394 0.39410274 0.66024859 0.22986251 0.3101716 0.38090271 0.59313734 0.57823992 0.50446364] [-0.05690363] [ 0.41595053 0.56962247 0.45259009 0.51350836 0.38637242 0.48046854 0.38866542 0.57577838 0.48870198 0.52130061] [ 1.16157534] [ 0.49061465 0.65235015 0.46716045 0.52884079 0.45403226 0.58065147 0.50178271 0.50991689 0.5506783 0.46626286] [ 0.00141372] [ 0.37882381 0.23911716 0.72244311 0.37828114 0.56572545 0.50281825 0.34333725 0.36931214 0.32420807 0.41907836] [-0.15651787] [ 0.29066421 0.49725322 0.53857256 0.60311093 0.4483489 0.66634209 0.46115831 0.4020914 0.52449161 0.46196597] [ 1.77859876] [ 0.66294047 0.71604279 0.41393094 0.48973444 0.27945079 0.41605094 0.49862562 0.74350377 0.60116604 0.41974828] [-1.2182868] [ 0.861158 0.67472918 0.62082534 0.35801029 0.37699519 0.29227474 0.59196035 0.75548343 0.71841071 0.31680276] [ 1.03321965] [ 0.63997867 0.63404462 0.53357872 0.43662867 0.31879262 0.26941081 0.38905108 0.58020314 0.55615724 0.34071104] [-0.55263521] [ 0.61463848 0.73895504 0.49073586 0.68269094 0.3747071 0.69147755 0.35934552 0.65364974 0.55961728 0.60371999] [ 0.4506125] [ 0.46474698 0.49074973 0.50842303 0.33912118 0.42152228 0.55949463 0.42326062 0.59783032 0.45316751 0.39206959] [-0.2828532] [ 0.71640385 0.50342321 0.66290325 0.2897663 0.51937291 0.29906223 0.51195296 0.73091465 0.45952803 0.34263127] [ 0.00404114] [ 0.62231755 0.65349217 0.49851221 0.53107359 0.31823347 0.36645644 0.54020613 0.51612716 0.58926887 0.44355554] [ 1.02720706] [ 0.50175692 0.63772346 0.50398535 0.52383138 0.33644045 0.44161804 0.33698713 0.56429213 0.6104259 0.51911511] [-0.00310131] [ 0.27499167 0.61429027 0.4126355 0.72043294 0.40635571 0.62460143 0.43477794 0.37635071 0.53978355 0.51853255] [-0.76261759] [ 0.66436641 0.76858273 0.46018756 0.50147896 0.23751479 0.38620235 0.46672996 0.59531401 0.61473898 0.42062125] [ 0.0839036] [ 0.738559 0.28299187 0.65960363 0.30747566 0.46902277 0.41064546 0.53463958 0.63455461 0.37125085 0.29597682] [-0.54440234] [ 0.35586968 0.4533517 0.50311271 0.55354379 0.47967147 0.65200771 0.48374527 0.55154971 0.43337618 0.36181968] [-0.66903536] [ 0.48673078 0.570649 0.45392511 0.49932932 0.39420358 0.52995645 0.41500627 0.62050298 0.42477251 0.37804197] [-0.31708346] [ 0.46273295 0.47081766 0.57562734 0.56578405 0.49604464 0.50517634 0.41208423 0.44970243 0.52446328 0.37998196] [-0.35650666] [ 0.69724694 0.66253972 0.4367824 0.4730894 0.41483544 0.34608435 0.56138546 0.6316903 0.546958 0.57665371] [-0.25042311] [ 0.47635215 0.53711619 0.52550429 0.51200905 0.46486359 0.75117989 0.45712123 0.53338125 0.4534221 0.62772496] [-0.04584957] [ 0.45749694 0.59251512 0.43183949 0.59086465 0.40355384 0.6246179 0.55344282 0.60884122 0.51674549 0.52938387] [ 0.05218567] [ 0.51824285 0.55663143 0.5541216 0.50024766 0.4494597 0.33407915 0.47317448 0.49230343 0.47438085 0.52396234] [-0.1778954] [ 0.34014204 0.53825503 0.42336984 0.62757432 0.37540267 0.54896095 0.40484602 0.39788627 0.50006296 0.43183851] [-0.25726396] [ 0.52619924 0.62280313 0.42407794 0.51164102 0.42701031 0.24433125 0.36059255 0.52284881 0.59432317 0.41275831] [-0.14760691] [ 0.31399311 0.63305821 0.32516553 0.72021366 0.38170554 0.48407876 0.49667246 0.62463562 0.5320757 0.64564921] [-0.5867584] [ 0.42169025 0.70304373 0.30558512 0.75120448 0.32486208 0.34047627 0.35895266 0.36637235 0.51422233 0.53181316] [-0.25944674] [ 0.34619683 0.79350686 0.36558325 0.63706866 0.35967741 0.53130234 0.35720863 0.47178772 0.64717304 0.72577112] [ 2.2869895] [ 0.43092264 0.73754451 0.38684865 0.62502411 0.34024232 0.49593269 0.4111057 0.65336682 0.68296174 0.48095868] [-0.00601058] [ 0.35689198 0.53798009 0.59965132 0.48166699 0.57042997 0.63764452 0.36036553 0.3480102 0.40531562 0.58254063] [-0.67514788] [ 0.67656244 0.50732799 0.53478993 0.48079172 0.47649561 0.49196731 0.5298193 0.60807063 0.4333135 0.46183416] [-0.3597916] [ 0.57002515 0.41113855 0.55200156 0.38249974 0.54984061 0.36590612 0.5291802 0.55121335 0.38641262 0.32705376] [-0.62473289] [ 0.68522494 0.44584408 0.60070721 0.31874783 0.46151556 0.25590602 0.47814343 0.66854832 0.60587433 0.3961493 ] [-0.6580121] [ 0.57368144 0.72984657 0.55515091 0.50735435 0.53968803 0.58882297 0.48675402 0.5058882 0.65205784 0.58433886] [ 0.64701276] [ 0.49470012 0.71976101 0.41451358 0.59945048 0.34330801 0.32071913 0.45465861 0.57522498 0.62068934 0.41656103] [-0.09451934] [ 0.39989521 0.38963598 0.57058215 0.45218173 0.54126687 0.42853716 0.36693129 0.51226378 0.50975402 0.51959573] [-0.10396854] [ 0.66769912 0.5300566 0.56848293 0.38227608 0.45807778 0.48275283 0.51423609 0.58588262 0.46866517 0.40776179] [ 0.03959278] [ 0.27616396 0.47000064 0.57583137 0.61280745 0.5470879 0.59669839 0.45206092 0.39002136 0.43696223 0.71809001] [ 1.84082385] [ 0.67442471 0.54257307 0.57158166 0.46150947 0.48416208 0.36239783 0.49209019 0.6688934 0.51874702 0.32314203] [ 0.00468679] [ 0.25590405 0.54882969 0.42528174 0.7268805 0.40965481 0.68102702 0.34560574 0.38152622 0.44789851 0.51790607] [-0.22804996] [ 0.4236033 0.56792396 0.4832983 0.59345907 0.36477056 0.62455106 0.39164157 0.61430648 0.55249851 0.43923818] [-0.80248647] [ 0.56241176 0.50745144 0.62964426 0.40536842 0.48505717 0.4958866 0.42443552 0.61919902 0.45456574 0.44741251] [-0.08803867] [ 0.72868336 0.56600568 0.55454113 0.3201385 0.44864326 0.47780662 0.53643392 0.62576152 0.62104905 0.35347607] [ 0.52433929] [ 0.80376876 0.43230886 0.5941585 0.33600695 0.3653848 0.2995719 0.57176579 0.74552426 0.4127744 0.40870817] [-0.30851368] [ 0.37199733 0.73690614 0.32104528 0.5324426 0.37658822 0.61498509 0.49113051 0.52263886 0.54772415 0.57104843] [ 0.09290605] [ 0.62553917 0.62453756 0.55914978 0.49747286 0.44001945 0.3961289 0.50154192 0.61292219 0.57587006 0.43921588] [-0.35045355] [ 0.49129323 0.27904704 0.63459999 0.34401041 0.42697227 0.55529737 0.45167521 0.50810807 0.31880422 0.34201165] [-1.03400238] [ 0.50775796 0.53973837 0.49440947 0.4798745 0.37457488 0.40644312 0.51904916 0.45632369 0.583182 0.34100574] [ 0.1501781] [ 0.46989751 0.53434521 0.49889347 0.26260015 0.35708398 0.48261075 0.46681431 0.59438013 0.49404609 0.43841269] [-0.28969466] [ 0.3562008 0.41313859 0.48499103 0.65878289 0.4666669 0.70816187 0.36366447 0.48928189 0.45386579 0.42620894] [ 0.10569283] [ 0.30091029 0.69485983 0.39232517 0.67163281 0.37942751 0.59586795 0.34677571 0.49937687 0.5478994 0.58471846] [ 1.00404827] [ 0.53479396 0.70497893 0.41808193 0.58867102 0.29798905 0.37140097 0.49375413 0.60024838 0.6209311 0.39406142] [ 0.76131874] [ 0.46661371 0.59695734 0.50235479 0.54933852 0.26605771 0.41385278 0.49533152 0.66639062 0.61091163 0.31197682] [-0.57946938] [ 0.5370757 0.73492668 0.45930246 0.59593383 0.2475246 0.45979687 0.38916082 0.49630041 0.5538562 0.51457589] [ 0.29727842] [ 0.58703254 0.59613898 0.4908853 0.50928668 0.40260716 0.24644318 0.45027614 0.52626435 0.66533952 0.28781344] [-0.02654923] [ 0.39462805 0.66509018 0.54575245 0.53329551 0.55841343 0.63024892 0.35142912 0.47915324 0.45315435 0.75093937] [ 1.00705629] [ 0.53843079 0.6325779 0.44451156 0.46400184 0.36273568 0.38283355 0.45809682 0.60335773 0.55967023 0.42767872] [ 1.34309471] [ 0.73331436 0.49243256 0.60233255 0.28724703 0.38280872 0.19121693 0.50236071 0.7069955 0.42415606 0.39128154] [-0.101134] [ 0.44089798 0.5983962 0.50467045 0.53581886 0.3971569 0.51898499 0.53331731 0.5956651 0.58106626 0.41109702] [-0.38107471] [ 0.50738416 0.59862916 0.63804107 0.41963413 0.54939832 0.50481688 0.44530832 0.472829 0.47317126 0.59192987] [ 0.34969026] [ 0.28298632 0.69459221 0.43561132 0.64968002 0.58103419 0.68667448 0.35406854 0.32564369 0.47043172 0.72732442] [-0.4326902] [ 0.42342044 0.75084785 0.27906862 0.74155772 0.22930734 0.31907444 0.43071886 0.61640621 0.64211149 0.60610176] [ 0.96009987] [ 0.65992305 0.63796217 0.48828898 0.39368376 0.40808145 0.28181853 0.52044676 0.59612893 0.60997383 0.3428993 ] [-0.19751052] [ 0.62556804 0.49925686 0.59921533 0.3980919 0.42310233 0.43368231 0.40624571 0.59955652 0.51314029 0.45849576] [ 1.10781972] [ 0.60593554 0.75852864 0.5233052 0.45640861 0.34506678 0.58822918 0.4947137 0.55219395 0.57103321 0.5632098 ] [ 0.77655152] [ 0.76463447 0.45014636 0.53590352 0.34514111 0.27272858 0.18720041 0.52619839 0.66399947 0.5746537 0.1923767 ] [-0.682029] [ 0.50366495 0.81855067 0.30732881 0.73799844 0.29388674 0.34673019 0.34958081 0.43587785 0.56543079 0.62226979] [ 0.29676129] [ 0.34255843 0.58586287 0.42752922 0.6766147 0.28969522 0.47360528 0.44068776 0.3865855 0.54819173 0.46643926] [-0.50724914] [ 0.51358631 0.27756912 0.63546954 0.3296716 0.59442205 0.539708 0.4593611 0.57297725 0.50704795 0.34175897] [ 0.90851148] [ 0.72239286 0.57562583 0.52570793 0.41955288 0.22533894 0.29298707 0.42015769 0.53465584 0.49283711 0.30239288] [ 0.51425243] [ 0.46926787 0.48057884 0.51437712 0.53361108 0.46542617 0.2842826 0.55564574 0.60626988 0.52405001 0.45853698] [ 0.29983266] [ 0.43340083 0.26751714 0.72699542 0.39106661 0.58669686 0.62995705 0.4057023 0.41569472 0.33350926 0.51039363] [ 0.35727462] [ 0.25730433 0.57228289 0.36224822 0.49036133 0.44871246 0.68514282 0.3197988 0.42894674 0.38600381 0.52551097] [ 1.96338413] [ 0.71364516 0.6261921 0.55792549 0.27429056 0.39222202 0.39323956 0.43445058 0.69356259 0.62342053 0.48587526] [ 0.16697606] [ 0.36048349 0.36296387 0.49676796 0.27968926 0.50410586 0.42949183 0.46353056 0.45491024 0.44338158 0.28383646] [-0.57038254] [ 0.62206576 0.53975333 0.55305004 0.40858439 0.47625 0.30835689 0.37612011 0.53916057 0.47482941 0.51944449] [ 0.48762195] [ 0.59076613 0.44104901 0.615817 0.17240446 0.48191747 0.4689022 0.53404817 0.72603064 0.52427806 0.3786265 ] [-0.37672721] [ 0.67054079 0.41474493 0.62343631 0.45224113 0.54742015 0.38992608 0.50619774 0.51141289 0.51536444 0.26944417] [-0.13688171] [ 0.48380829 0.37082345 0.59555257 0.32511977 0.47081593 0.46378029 0.44933206 0.51142629 0.33249875 0.37053119] [-0.32723434] [ 0.31233255 0.16868933 0.72485578 0.40876069 0.60482803 0.46841073 0.45596261 0.35758801 0.21092266 0.38272645] [-0.57349861] [ 0.82588143 0.49346593 0.61018703 0.31584213 0.39297599 0.39130618 0.52055948 0.77965866 0.54032561 0.35447672] [-0.12693454] [ 0.2882877 0.54673098 0.41334003 0.60238316 0.46913084 0.54572274 0.44956638 0.52590902 0.42322966 0.55248224] [-0.41154181] [ 0.70084315 0.52399938 0.57808764 0.37332861 0.38298619 0.31911982 0.48710904 0.61427668 0.48125301 0.40599639] [-0.13320709] [ 0.63945062 0.62700984 0.4967807 0.55733962 0.4033521 0.39255474 0.58456406 0.63704564 0.53334975 0.39905308] [-0.03659769] [ 0.42942515 0.54023473 0.50167769 0.41863697 0.37160382 0.42813225 0.42719956 0.65477042 0.45083203 0.34893449] Progress: 26.9% ... Training loss: 0.450 ... Validation loss: 0.705[-0.03979757] [ 0.43217595 0.58112227 0.59843259 0.55077815 0.62480566 0.71902496 0.44051186 0.45897837 0.44811475 0.64365567] [ 0.71074763] [ 0.44861791 0.74050021 0.43560588 0.60257641 0.34191936 0.53690266 0.52537292 0.62682785 0.63053767 0.4360093 ] [-0.41311979] [ 0.76544275 0.5333798 0.52098565 0.21636113 0.3883315 0.42005059 0.49968963 0.62957078 0.48367588 0.38222023] [ 0.27699694] [ 0.66143008 0.35016428 0.66536294 0.26084563 0.3698717 0.3610406 0.54709825 0.68472734 0.36246684 0.26294759] [-0.59329508] [ 0.41107021 0.45371609 0.6026398 0.43958537 0.55731356 0.57489307 0.40992147 0.42027243 0.50109566 0.50165095] [ 0.02493064] [ 0.37516157 0.67574088 0.46980561 0.74110017 0.43131148 0.6678904 0.33737826 0.42733896 0.52894478 0.56827095] [-0.22142481] [ 0.7242904 0.56087157 0.68423068 0.37490206 0.52160685 0.3966395 0.56304482 0.59269214 0.52836528 0.55937639] [-0.38778255] [ 0.29692354 0.43070123 0.44200272 0.3832256 0.48816554 0.53105555 0.43910378 0.50309048 0.43237812 0.38235584] [ 0.80511916] [ 0.53171502 0.65327222 0.49589274 0.53939167 0.35810333 0.46981433 0.54487186 0.64371616 0.58080503 0.37169205] [-0.52459264] [ 0.49138586 0.54507424 0.40929941 0.64998461 0.45194082 0.5798374 0.49390473 0.46650018 0.37156977 0.53313305] [-0.45191414] [ 0.37485723 0.42642709 0.44219441 0.61375946 0.48314078 0.55203976 0.40651657 0.45893374 0.3596526 0.3691525 ] [-0.25406528] [ 0.2942366 0.56708681 0.37748239 0.44848382 0.53804441 0.58891069 0.35516351 0.44822123 0.43426792 0.50034925] [-0.05720698] [ 0.26916477 0.65835247 0.44429041 0.61018863 0.49937809 0.77569746 0.37643528 0.47943496 0.63523272 0.62380404] [-0.54311384] [ 0.6098561 0.75999433 0.4318169 0.63403742 0.31912022 0.43748373 0.38428229 0.48738953 0.69418349 0.48260781] [-0.20231158] [ 0.51807125 0.35761872 0.52710601 0.40860587 0.48159416 0.54296172 0.44781209 0.6230294 0.44279299 0.42375325] [-0.08193637] [ 0.29027771 0.71273558 0.35020109 0.62990875 0.49805662 0.60845336 0.35384959 0.36080495 0.4479632 0.56697076] [-0.02402356] [ 0.72077979 0.57606582 0.49186388 0.45876149 0.24726267 0.24890679 0.44987056 0.61698513 0.59540509 0.2614071 ] [-0.38055044] [ 0.50586945 0.63893121 0.45355947 0.43850331 0.48206574 0.33104077 0.42718797 0.54666918 0.58503063 0.58469993] [ 0.12406485] [ 0.24178665 0.50456351 0.52719386 0.56249228 0.51106565 0.66333313 0.38917733 0.28974507 0.41333623 0.57924198] [-0.50517072] [ 0.70827985 0.44596801 0.68965468 0.35865344 0.52658377 0.30389132 0.40898136 0.67735614 0.4848707 0.46389582] [-1.11728724] [ 0.57030174 0.75373468 0.40526601 0.63388648 0.30661798 0.38981834 0.35410957 0.54523627 0.59859503 0.43183451] [ 0.79965107] [ 0.46521512 0.34642832 0.64163661 0.39984699 0.45517602 0.53191093 0.45348406 0.55145712 0.42366013 0.33514883] [-0.52209026] [ 0.3169417 0.64183278 0.44579517 0.60906396 0.35132451 0.53971896 0.37315698 0.41960554 0.51696506 0.48777821] [-0.54549552] [ 0.84085803 0.69517825 0.4936549 0.39562737 0.28273521 0.18529802 0.51036172 0.62355713 0.64472464 0.32788665] [-0.67034234] [ 0.41543789 0.7783052 0.319194 0.59606163 0.38248158 0.48352291 0.39448232 0.51632707 0.67502184 0.5514659 ] [ 0.10180174] [ 0.24750848 0.30077206 0.62534548 0.60814958 0.44183705 0.6496767 0.32832138 0.28437847 0.31763114 0.40880952] [ 0.14788023] [ 0.27990308 0.58577844 0.512905 0.42223114 0.49152053 0.72770511 0.40054384 0.35844266 0.43814669 0.6433747 ] [-1.30868807] [ 0.65780051 0.41831305 0.52578091 0.44980183 0.34057639 0.40105259 0.45567334 0.77556874 0.4000373 0.2709779 ] [-0.43770172] [ 0.77645583 0.580116 0.54451755 0.31006643 0.30731628 0.22899629 0.5158684 0.56605434 0.5988605 0.32095875] [-0.31084743] [ 0.40556618 0.58707207 0.48006942 0.5140327 0.50077901 0.46940213 0.46121524 0.52607789 0.50694565 0.49419011] [ 0.53491372] [ 0.74420249 0.60281457 0.58785037 0.37179525 0.44610109 0.42613822 0.52288989 0.68845203 0.56477884 0.42352392] [ 0.91154417] [ 0.39797626 0.74604203 0.40005208 0.66959424 0.44365413 0.67615247 0.42305665 0.56867766 0.53625482 0.56965156] [-0.73455632] [ 0.85982677 0.55628331 0.58630736 0.30315583 0.26004287 0.25344646 0.47282865 0.74326037 0.64562082 0.28796418] [ 0.47112462] [ 0.68465221 0.49753262 0.57662001 0.47736218 0.3290173 0.33157767 0.49784083 0.71762836 0.42543089 0.29499499] [-0.55227518] [ 0.71867843 0.60193985 0.6214451 0.28559146 0.42659584 0.33810212 0.58551215 0.73993505 0.5293304 0.37184512] [-0.60078508] [ 0.51065835 0.36570462 0.69026512 0.43945794 0.41367974 0.42555413 0.46960469 0.45681141 0.40788964 0.36721676] [ 0.32913551] [ 0.56735724 0.64177843 0.44059106 0.64776511 0.26056159 0.27801344 0.45144267 0.57264002 0.54722051 0.46813681] [-1.1374513] [ 0.591786 0.72631485 0.37067729 0.52704003 0.25031905 0.37967016 0.44706321 0.52872801 0.65586129 0.39597642] [-0.56295628] [ 0.33708962 0.58569181 0.37728829 0.60458485 0.36338917 0.56077845 0.3843319 0.52861326 0.46101098 0.53773813] [-1.06418624] [ 0.65709435 0.58014775 0.6141951 0.34008116 0.39906902 0.44821961 0.50239002 0.62884501 0.60598056 0.49450668] [-0.46576742] [ 0.33152092 0.721879 0.37032851 0.56249882 0.39975791 0.62619196 0.50795294 0.69220954 0.47496326 0.51273365] [ 1.4979101] [ 0.59551761 0.50003708 0.54727097 0.34148805 0.435742 0.49368429 0.4711111 0.7002543 0.56877346 0.36560005] [ 0.6543273] [ 0.61750142 0.71350628 0.55836956 0.46557108 0.36490722 0.5060137 0.54085866 0.59408808 0.62913947 0.49351259] [-0.67755651] [ 0.74269407 0.63063973 0.55111068 0.50799129 0.26089855 0.22686938 0.46348709 0.61787097 0.66766165 0.30650504] [-0.83320269] [ 0.75859612 0.61721803 0.55673191 0.42716258 0.21202808 0.25242054 0.49543208 0.67842968 0.56697183 0.30979851] [ 1.53208483] [ 0.50060492 0.79073263 0.44854954 0.58812146 0.37017162 0.40837097 0.34026089 0.57671436 0.69091104 0.46956293] [-0.64570513] [ 0.64165092 0.69417639 0.48834831 0.41564646 0.32632092 0.38758443 0.42061529 0.67514868 0.66004843 0.50885856] [-0.52492967] [ 0.42196905 0.60747332 0.46015337 0.64058198 0.41024042 0.5419884 0.45214211 0.51945619 0.54336601 0.44367994] [-0.57329211] [ 0.64668114 0.49628151 0.59464819 0.29498772 0.424586 0.39090263 0.51004839 0.64587537 0.5791835 0.40707826] [-0.62292154] [ 0.7126875 0.7065067 0.48267623 0.28508814 0.33885054 0.20955606 0.46845308 0.72819045 0.57213933 0.37328989] [-0.38592663] [ 0.4193422 0.40258206 0.49779647 0.3971659 0.49566694 0.49974331 0.39142019 0.48467603 0.43724068 0.33111231] [-0.73455632] [ 0.85982677 0.55628331 0.58630736 0.30315583 0.26004287 0.25344646 0.47282865 0.74326037 0.64562082 0.28796418] [ 0.770936] [ 0.82160733 0.54160772 0.68431949 0.15127905 0.41737017 0.33023702 0.68121156 0.7491631 0.5599897 0.35051791] [-0.25782806] [ 0.56274768 0.6134241 0.49917896 0.53484828 0.49505003 0.30326057 0.42833247 0.6495234 0.52181298 0.45321981] [-0.15863066] [ 0.33810364 0.61934025 0.41035262 0.52729271 0.38058888 0.6721692 0.35107547 0.52206538 0.45399179 0.53301373] [-0.28964287] [ 0.4790457 0.63945465 0.35263871 0.46032781 0.34004295 0.4047201 0.44532825 0.50193699 0.46964662 0.53775427] [ 0.26158229] [ 0.26754436 0.55364741 0.54826758 0.57426028 0.57115301 0.63940038 0.38366732 0.28328131 0.32967793 0.74676954] [ 0.19930687] [ 0.21892441 0.64465363 0.45082387 0.7001658 0.43203405 0.65341077 0.40011585 0.36822193 0.49370889 0.66231669] [ 0.16419534] [ 0.47527466 0.59471737 0.4328928 0.61948299 0.38285437 0.59563309 0.52376606 0.58964555 0.48600824 0.4493851 ] [-0.32512223] [ 0.33775167 0.69407144 0.33775108 0.70460424 0.41706308 0.65098476 0.49395374 0.62119467 0.51903463 0.46394604] [-0.18735494] [ 0.3207223 0.43355872 0.66773119 0.36399287 0.5141978 0.60225716 0.47685686 0.39277037 0.44258714 0.52854451] [-0.41311979] [ 0.76544275 0.5333798 0.52098565 0.21636113 0.3883315 0.42005059 0.49968963 0.62957078 0.48367588 0.38222023] [-1.01147258] [ 0.59274686 0.67981001 0.39253368 0.56456215 0.32686899 0.45314566 0.34028709 0.54386267 0.50275424 0.51162613] [ 0.32896789] [ 0.24975005 0.5057224 0.62034238 0.56215292 0.45298446 0.82920692 0.37168462 0.41844709 0.38759139 0.64598331] [-0.29962337] [ 0.38315934 0.74550716 0.35742657 0.66041823 0.43913363 0.44038489 0.33721327 0.4090294 0.44835778 0.7150011 ] [-0.14211791] [ 0.51329478 0.41117452 0.56880403 0.56028776 0.50156194 0.47292194 0.53139993 0.52823336 0.36267863 0.40237321] [ 0.14102631] [ 0.24344674 0.45723458 0.50039358 0.64507325 0.5217992 0.70351888 0.3906327 0.43337218 0.4375277 0.51160201] [ 0.76923804] [ 0.7521654 0.64670525 0.53705122 0.27408454 0.4337986 0.23691163 0.61887885 0.61964848 0.68009817 0.26667546] [-0.88200191] [ 0.70294103 0.40922882 0.66541357 0.25878809 0.44151451 0.35045514 0.52940972 0.5354688 0.3503646 0.46653875] [-0.93868948] [ 0.61195608 0.7282432 0.38035651 0.50048425 0.41174827 0.50426588 0.5580195 0.60698288 0.52795214 0.40150975] [ 0.10780182] [ 0.66104521 0.6611574 0.53689296 0.38044278 0.30079512 0.33893292 0.53738471 0.67817716 0.59296966 0.38179931] [ 0.36234397] [ 0.38362104 0.60032164 0.50490868 0.39967 0.49415635 0.52906195 0.33201367 0.44135965 0.49712252 0.45695185] [ 0.01748299] [ 0.49957921 0.70971017 0.5391825 0.57979464 0.38216274 0.5674074 0.54331683 0.56362945 0.57612989 0.57379867] [-0.20635937] [ 0.65870302 0.52249223 0.53658783 0.33203218 0.28956372 0.2268419 0.52995227 0.70361655 0.6362827 0.25904161] [ 0.28324862] [ 0.26519802 0.45942903 0.52536317 0.50126579 0.4755568 0.68093655 0.29019955 0.34057048 0.29743989 0.51418999] [ 0.69777279] [ 0.59193928 0.51570454 0.50738433 0.40533695 0.25178925 0.34731984 0.48039381 0.53727201 0.45193166 0.32602619] [-0.30255422] [ 0.38987317 0.47713696 0.62314736 0.31685904 0.54509057 0.69209452 0.47825222 0.58991586 0.43562512 0.51085054] [ 1.12187758] [ 0.35318766 0.61182232 0.48277134 0.58268886 0.48111442 0.69207293 0.37860489 0.57219797 0.50662356 0.5392475 ] [ 0.05400352] [ 0.52263678 0.46134256 0.55660825 0.49744954 0.43091006 0.378499 0.48641937 0.52164508 0.43581423 0.41626392] [-0.82112547] [ 0.56066402 0.67901921 0.37078706 0.62881972 0.3126696 0.55020963 0.29071206 0.57441622 0.51280928 0.53258125] [-0.521858] [ 0.5722814 0.65176642 0.4455445 0.45855476 0.29970583 0.2644719 0.4707402 0.63425071 0.65806124 0.2903295 ] [ 0.92042433] [ 0.54879766 0.59175887 0.50785345 0.44372774 0.35336696 0.53059503 0.46171725 0.78424809 0.55956934 0.41658898] [-0.88229547] [ 0.67707915 0.32692783 0.50432239 0.33661814 0.50913058 0.36114292 0.52179676 0.54172219 0.2926442 0.36317365] [-0.61787655] [ 0.48685936 0.53900137 0.47347556 0.53056427 0.29131352 0.44042647 0.43233418 0.60576206 0.57367299 0.43526945] [ 0.38154337] [ 0.70506808 0.69193354 0.48892573 0.36178226 0.33480912 0.22823885 0.50750677 0.66199357 0.6131456 0.47457223] [-0.66364801] [ 0.80181958 0.64127168 0.49557536 0.39458403 0.33541446 0.17969973 0.47064758 0.67498273 0.59424249 0.31766565] [-0.03885805] [ 0.29169758 0.43748864 0.5232983 0.53215956 0.59864487 0.50698706 0.49742563 0.29211572 0.35013966 0.7334906 ] [-0.19253686] [ 0.63773014 0.64516168 0.397252 0.54411957 0.29444201 0.48959122 0.41801215 0.47833392 0.52942394 0.44752609] [-1.174794] [ 0.53823548 0.62993499 0.47064522 0.5954683 0.33194789 0.397978 0.41116167 0.6425188 0.43002638 0.45002522] [-0.66939171] [ 0.82552331 0.66508622 0.55656354 0.3208929 0.37724765 0.29226241 0.51893495 0.70365696 0.72816233 0.33113025] [ 0.56701079] [ 0.78979095 0.5867761 0.57902348 0.42318364 0.41410919 0.2373325 0.48182187 0.70382528 0.60885303 0.26698198] [-0.33133446] [ 0.44811229 0.41082267 0.54876769 0.65818957 0.53191214 0.58753355 0.43405493 0.48716576 0.32286477 0.56217445] [-0.27093763] [ 0.47003215 0.8186321 0.46675356 0.68405673 0.46939007 0.72399275 0.52189484 0.49642234 0.68650427 0.65516966] [ 0.69206803] [ 0.45741042 0.54082438 0.52794295 0.51617184 0.41313467 0.57986786 0.4508498 0.49521318 0.62215485 0.51198084] [ 0.60278618] [ 0.7097459 0.52465376 0.50911517 0.38843928 0.37868177 0.20078958 0.43276711 0.57817624 0.55844062 0.24228721] [-0.16830432] [ 0.76315529 0.72358 0.42615867 0.40879791 0.23415443 0.22284521 0.46946863 0.61933322 0.68330498 0.30984618] [ 1.08418601] [ 0.34918102 0.33595287 0.50433271 0.47031551 0.48007863 0.56800936 0.49439136 0.62897533 0.5176318 0.30304557] [-0.21971031] [ 0.29574239 0.47835115 0.55681254 0.55675105 0.50453126 0.55520147 0.37411574 0.35729566 0.43145229 0.60987659] [-0.24060137] [ 0.463127 0.55085694 0.5942645 0.50277889 0.3636961 0.42566855 0.40135932 0.47315198 0.49082477 0.48906877] [-0.46955253] [ 0.39134662 0.60623652 0.37737209 0.55919003 0.45259263 0.49011886 0.34431352 0.48465335 0.48985487 0.53991088] [-0.94436452] [ 0.45183551 0.48911225 0.40506568 0.62771347 0.34284329 0.42223305 0.37901905 0.49304784 0.36545369 0.3786154 ] [ 0.01557647] [ 0.55929982 0.43298977 0.57236914 0.45999343 0.47289787 0.31298682 0.55367423 0.44497555 0.51576106 0.29155645] [-0.44016691] [ 0.66674966 0.48920144 0.59094367 0.44087545 0.52396343 0.24219262 0.57112483 0.62818074 0.49214808 0.37125499] [ 0.14353551] [ 0.21802578 0.55207806 0.50152247 0.70964833 0.56583053 0.66093128 0.41712085 0.39097993 0.49102555 0.58523227] [ 0.68627493] [ 0.56943578 0.42620596 0.63757282 0.36492288 0.4721703 0.54754279 0.39538531 0.50177224 0.49232054 0.50069924] [-0.38854646] [ 0.74084606 0.39892514 0.54417687 0.35725646 0.30953382 0.20557097 0.59956364 0.77541783 0.48855138 0.17965743] [-0.05090916] [ 0.24906162 0.59374231 0.43452829 0.66480751 0.41370494 0.6423313 0.3475085 0.34833568 0.46806793 0.52908162] [ 0.01644536] [ 0.42220282 0.73023967 0.46761799 0.64600554 0.55206602 0.68747172 0.30208394 0.48867389 0.48913968 0.70162326] [-0.61296525] [ 0.46676572 0.72789851 0.55421033 0.57413301 0.3977693 0.60897449 0.44631437 0.51335644 0.53290817 0.52155354] [-0.3660459] [ 0.68363326 0.57551518 0.50080271 0.57166353 0.44079158 0.33409425 0.42938451 0.62389002 0.61418665 0.39116879] [ 0.30974852] [ 0.70461745 0.81880989 0.49859907 0.40147461 0.32606036 0.4987872 0.57213716 0.66010819 0.6619372 0.53863374] [-0.24211738] [ 0.30687709 0.75174662 0.37571957 0.61062027 0.42700187 0.71232801 0.4106642 0.61324759 0.50738758 0.64374935] [-0.18035185] [ 0.35765167 0.67575075 0.5272269 0.50485438 0.41802314 0.60843094 0.41967084 0.57457371 0.5647099 0.55294468] [-0.41311468] [ 0.43384647 0.56428537 0.47216521 0.51317662 0.35164232 0.422804 0.43962025 0.54031297 0.56765202 0.40269493] [-0.00021135] [ 0.53526216 0.27009878 0.69543261 0.28023326 0.49635831 0.40689163 0.45327041 0.4374355 0.2730053 0.33105295] [-0.73856399] [ 0.68903431 0.6251782 0.5804572 0.29226727 0.43551843 0.34939103 0.55164283 0.60374536 0.56546801 0.4646325 ] [ 2.55839194] [ 0.76187431 0.72415463 0.47190887 0.38793256 0.25415705 0.24656816 0.59058453 0.80783289 0.67598477 0.22130103] [-0.43874546] [ 0.68423001 0.69927444 0.5458004 0.38056503 0.3986239 0.39910632 0.52782701 0.71683096 0.55137736 0.4517101 ] [-0.01962353] [ 0.40045614 0.602291 0.55120163 0.47480878 0.42827194 0.61232389 0.43302067 0.59592716 0.49829274 0.59321642] [-0.47017271] [ 0.38866899 0.46148523 0.58910715 0.56799811 0.41467591 0.55983123 0.37086362 0.46411664 0.40472511 0.5578977 ] [-0.01581149] [ 0.31519537 0.54098743 0.56319503 0.49401362 0.49871362 0.65847739 0.3983388 0.37950656 0.43053719 0.62321273] [-0.52320814] [ 0.6093307 0.55573723 0.42429412 0.39801717 0.3175165 0.35604767 0.41260371 0.63420027 0.47847542 0.33866942] [-0.46535567] [ 0.47418314 0.70970491 0.49510538 0.715575 0.51922563 0.54742537 0.39260531 0.54964944 0.56148582 0.61969268] [ 0.73635265] [ 0.56239126 0.50732003 0.60053489 0.49647138 0.28265024 0.48067867 0.44119873 0.72952007 0.51381926 0.33378564] [-0.09520974] [ 0.72771331 0.68819819 0.54215403 0.37648322 0.2923691 0.28501346 0.47712536 0.71157868 0.64305473 0.36775887] [-0.16633936] [ 0.42845423 0.63689087 0.41557809 0.5106118 0.42577432 0.48837037 0.37619193 0.46085388 0.45520354 0.5797783 ] [-0.13354127] [ 0.79938609 0.73278098 0.50167247 0.26874583 0.23496334 0.22078735 0.55758551 0.6910737 0.69506366 0.35971075] [-0.23408723] [ 0.42013414 0.66401535 0.45684819 0.60201449 0.3568526 0.53164647 0.33355079 0.47678148 0.48159752 0.57259597] Progress: 27.1% ... Training loss: 0.445 ... Validation loss: 0.730[-0.09814296] [ 0.34132901 0.25946576 0.68486037 0.28485327 0.50046007 0.62459188 0.51257635 0.37095348 0.3219247 0.41378461] [ 0.67893817] [ 0.71449061 0.60534376 0.50070112 0.39433053 0.3434105 0.29703812 0.45796999 0.66656779 0.54575153 0.37679056] [-0.91341848] [ 0.81022943 0.65944394 0.59341796 0.45855396 0.45053933 0.47461383 0.43981819 0.74029514 0.62568001 0.44281776] [ 0.9297049] [ 0.64650747 0.62300125 0.53995888 0.54987338 0.48810972 0.3788201 0.48839489 0.65433256 0.54964016 0.49763607] [ 0.19221755] [ 0.27561562 0.6423751 0.36672904 0.67417758 0.51049256 0.67407865 0.46934772 0.38154158 0.42682687 0.63840239] [-0.64041736] [ 0.67281948 0.60480253 0.61445763 0.40034961 0.46251312 0.68101635 0.48371002 0.57604572 0.44019982 0.58334551] [-0.42719511] [ 0.49322393 0.64551383 0.41797657 0.48808277 0.45199479 0.55025234 0.33371435 0.53346562 0.43251345 0.63170754] [-0.78957216] [ 0.56523744 0.71359299 0.51591939 0.5796553 0.42010532 0.57131943 0.50525055 0.52805626 0.65725169 0.49077754] [-0.52803336] [ 0.48561343 0.52064126 0.56838828 0.45513242 0.5151774 0.50828108 0.53678183 0.47536583 0.4261249 0.34742935] [-0.16273067] [ 0.40584425 0.58700703 0.48045783 0.51358417 0.50038307 0.46852676 0.46172212 0.52630293 0.50736406 0.49352258] [ 0.3253718] [ 0.48458799 0.47831996 0.56610651 0.39858763 0.42115982 0.38538309 0.36152717 0.53049643 0.37426775 0.46898668] [-0.27796496] [ 0.35081127 0.50430055 0.57789545 0.44312267 0.4808755 0.63505863 0.50004811 0.49512981 0.43642661 0.50762317] [-0.66025289] [ 0.44840951 0.63524137 0.45462247 0.58428268 0.27845782 0.49826223 0.41157822 0.4749363 0.61600424 0.4632363 ] [-0.43723767] [ 0.74125678 0.53370764 0.51880619 0.36833473 0.30655754 0.38033103 0.44082357 0.56869247 0.54195371 0.37763025] [ 0.36218744] [ 0.72451079 0.62361932 0.58331081 0.35482405 0.39588059 0.29431988 0.52051572 0.756065 0.72559252 0.32052129] [ 0.71331302] [ 0.82215123 0.58972338 0.61828271 0.28975018 0.3857449 0.25786449 0.5591577 0.64033726 0.58904093 0.27647219] [-0.09814296] [ 0.34132901 0.25946576 0.68486037 0.28485327 0.50046007 0.62459188 0.51257635 0.37095348 0.3219247 0.41378461] [ 1.4079036] [ 0.75982851 0.56907944 0.54675712 0.33110142 0.3980648 0.28174647 0.5212199 0.60974843 0.52430072 0.31127285] [ 1.9255559] [ 0.76578863 0.46052332 0.57734736 0.34010036 0.40863823 0.32529783 0.4948747 0.75252067 0.55151062 0.24172428] [ 1.21849987] [ 0.7463815 0.57023793 0.53889665 0.41366631 0.21613778 0.21829136 0.51647009 0.73496723 0.56691111 0.2427569 ] [ 0.99002562] [ 0.41068118 0.61720206 0.45638302 0.6291062 0.48712202 0.50322442 0.40419164 0.48898573 0.60945644 0.45487056] [-0.22790843] [ 0.28731217 0.50747794 0.49797386 0.62123106 0.3202185 0.51906978 0.4235698 0.58601265 0.54690888 0.37958693] [-0.35139353] [ 0.52859169 0.51161488 0.42580682 0.54418588 0.50487119 0.70041818 0.42071944 0.58139484 0.39015397 0.57712004] [-0.30784375] [ 0.51922851 0.63466842 0.43718804 0.56432918 0.24656969 0.45371148 0.44026722 0.63882432 0.53329844 0.34728823] [ 1.51890054] [ 0.6400011 0.60529341 0.60701024 0.33904943 0.47935823 0.37644875 0.52023444 0.65386148 0.48812591 0.43271551] [ 1.03125924] [ 0.63995217 0.65581653 0.44496601 0.5561874 0.32591719 0.2245962 0.43073755 0.6178276 0.55000343 0.46649768] [ 0.03918142] [ 0.43704626 0.38705418 0.65400167 0.46974723 0.54625401 0.5753901 0.40216812 0.45969185 0.36553483 0.44031337] [ 0.25502033] [ 0.28207103 0.60685217 0.49754329 0.54053267 0.53872513 0.62375177 0.36903354 0.51687984 0.46729974 0.61831173] [ 0.44978515] [ 0.23250429 0.62401374 0.52117696 0.59159389 0.54462305 0.77053255 0.41811964 0.33450134 0.47656422 0.70457624] [ 0.4213064] [ 0.26484956 0.61218651 0.34550648 0.66021492 0.36409295 0.47421217 0.43928646 0.53078603 0.52549861 0.49520283] [ 0.23792] [ 0.40081772 0.81149872 0.4906202 0.61778209 0.37163631 0.73203642 0.51008708 0.58339963 0.6268775 0.65421551] [-0.30347847] [ 0.58488655 0.63578725 0.43479446 0.60743141 0.35213568 0.39103966 0.51335845 0.67825598 0.57429506 0.35011926] [ 0.77243023] [ 0.5946354 0.70774286 0.44099396 0.47408949 0.40992807 0.50912524 0.56942398 0.64464817 0.57640696 0.50701891] [ 1.87785899] [ 0.56375707 0.50907595 0.52317189 0.49005155 0.41579099 0.42844256 0.4578715 0.57119767 0.55944806 0.37603237] [-0.2472277] [ 0.49213156 0.59814968 0.46560487 0.56152704 0.29106849 0.32921701 0.36040576 0.55471598 0.55336545 0.35083344] [-0.72999022] [ 0.8082852 0.54949277 0.65280318 0.38879131 0.44925428 0.48790965 0.46153422 0.76655413 0.5974434 0.45292057] [-0.59273652] [ 0.48554668 0.67467516 0.44969995 0.57263115 0.42998274 0.38985251 0.39516301 0.5139467 0.53823311 0.55989021] [ 1.14607329] [ 0.66804693 0.426925 0.59533965 0.28167914 0.41969391 0.27141348 0.42547306 0.49569598 0.44194634 0.33534744] [-0.36655656] [ 0.71509839 0.66815367 0.45460319 0.54946796 0.27978571 0.30437962 0.42643853 0.57066185 0.54414861 0.58765163] [-0.18161787] [ 0.73543017 0.55724914 0.68267568 0.26085066 0.47547022 0.47955639 0.59602818 0.68401159 0.59881451 0.48348926] [-0.24563928] [ 0.72238127 0.24755004 0.68038759 0.34243729 0.50732808 0.52798908 0.47856343 0.60443223 0.30146513 0.31443644] [ 0.48172111] [ 0.38695559 0.60009401 0.50609976 0.3979154 0.49216337 0.52383194 0.33339752 0.44462376 0.4987579 0.45311984] [ 0.28594115] [ 0.23213047 0.57740112 0.59806714 0.57232344 0.52553005 0.76210131 0.43847042 0.34870822 0.50387695 0.66105662] [ 0.2420069] [ 0.3200518 0.50036096 0.58878507 0.44380882 0.36002242 0.62738834 0.44876638 0.54684743 0.51825774 0.5086439 ] [ 0.60870441] [ 0.28005473 0.52435514 0.58818204 0.56238486 0.42602946 0.77659615 0.36214156 0.47165989 0.3953833 0.62716563] [-0.22177199] [ 0.47135394 0.67973288 0.44843069 0.61403511 0.38015075 0.57061507 0.46267889 0.55818778 0.58613669 0.52843015] [ 0.12533628] [ 0.23093011 0.33084918 0.62108378 0.55539455 0.46396474 0.73845442 0.41176197 0.33452086 0.3543797 0.51243618] [-0.80752572] [ 0.45851955 0.72273059 0.38350992 0.64107055 0.24037212 0.37037598 0.38087106 0.45803393 0.60419929 0.38073175] [-0.46680906] [ 0.34065671 0.58439304 0.4332976 0.45719668 0.41575081 0.52415324 0.42664184 0.48204782 0.50749373 0.46444983] [-0.19826786] [ 0.47646407 0.46762604 0.58250601 0.37968832 0.43538364 0.66000265 0.45998668 0.47987878 0.57218102 0.47262835] [-0.1983145] [ 0.64498603 0.42971176 0.61011469 0.39354521 0.4533232 0.37821994 0.41254445 0.55968687 0.50359931 0.40970038] [ 0.36523159] [ 0.55057866 0.5888615 0.42103508 0.49730615 0.31577108 0.51799233 0.39209693 0.45230362 0.45952949 0.49757297] [ 0.21188325] [ 0.52193235 0.54681138 0.60969765 0.35066889 0.46916794 0.52830975 0.43488307 0.40678724 0.52858514 0.51943527] [ 0.40951547] [ 0.207091 0.56934291 0.4552681 0.71360072 0.40260989 0.63567996 0.30326445 0.29020067 0.45831372 0.50612778] [-0.32079806] [ 0.47919835 0.68915625 0.57288429 0.61559885 0.47282056 0.63014412 0.42717686 0.56620236 0.51553867 0.57553733] [-0.78297038] [ 0.59930631 0.77073681 0.51420393 0.55872631 0.33346425 0.47652578 0.46630028 0.6206896 0.58429135 0.47061209] [ 0.05752715] [ 0.35937238 0.5718901 0.43846501 0.44691379 0.43713465 0.59411773 0.42553792 0.35289267 0.48042738 0.50275253] [ 0.789064] [ 0.42814651 0.64081719 0.44127306 0.67220861 0.27947868 0.52198118 0.43258742 0.47751075 0.56290172 0.54865304] [ 0.29465877] [ 0.42675989 0.50812403 0.42090945 0.61806029 0.46203291 0.37101976 0.58835798 0.64356257 0.39813463 0.51197994] [ 0.08270057] [ 0.35778582 0.29825339 0.69987266 0.43093973 0.55445631 0.65107671 0.35930533 0.27752786 0.23520844 0.54323912] [ 0.36614999] [ 0.27898091 0.64520098 0.4939901 0.68461548 0.64910555 0.77528671 0.43551337 0.41883703 0.4956638 0.62973495] [-0.07679738] [ 0.34700044 0.80677975 0.34050148 0.7492091 0.26715255 0.62143941 0.35640738 0.50179702 0.61748479 0.62565712] [ 1.10731061] [ 0.34606919 0.64238875 0.41359236 0.62296153 0.35514835 0.51179404 0.45467796 0.63242103 0.50831793 0.39938301] [ 0.65947708] [ 0.19054509 0.75112242 0.4498755 0.7189622 0.43900003 0.72203522 0.34985847 0.36968727 0.49863926 0.77415568] [-0.19911592] [ 0.31842186 0.43874301 0.57547016 0.46257504 0.52728428 0.5172316 0.35312821 0.36627273 0.36844275 0.49503669] [-0.83242087] [ 0.57214118 0.51970881 0.47236411 0.45804058 0.29952983 0.37138656 0.46839614 0.50287473 0.54703764 0.32345663] [-0.95399981] [ 0.67147987 0.67454426 0.48245847 0.55786051 0.49069741 0.50572532 0.37125136 0.66837026 0.49403526 0.52199815] [ 1.52164774] [ 0.70813204 0.72062 0.47138138 0.33335697 0.33470191 0.2843608 0.58022296 0.66022247 0.69082324 0.35935923] [ 0.35566658] [ 0.47237295 0.39640583 0.62133025 0.36296259 0.59478879 0.58046451 0.38086365 0.56883347 0.46391633 0.45048406] [ 0.29003853] [ 0.49077761 0.61865846 0.41481927 0.44469592 0.35986132 0.2829324 0.46110804 0.4886625 0.55174328 0.4723483 ] [-0.2021265] [ 0.55321951 0.5477293 0.56597545 0.45932969 0.51992611 0.38789697 0.3528866 0.56113736 0.52555072 0.54209183] [ 1.97559383] [ 0.61461282 0.51981307 0.47914841 0.43968505 0.39836536 0.25858686 0.49538242 0.67602377 0.46526082 0.23103276] [ 0.84306766] [ 0.69699074 0.5258282 0.50343885 0.39666078 0.38791843 0.21663113 0.42424765 0.5569657 0.54967868 0.25826697] [ 1.9493581] [ 0.45858074 0.75663488 0.40422337 0.58315363 0.25419374 0.42104022 0.39535943 0.61712881 0.51590351 0.48713312] [-0.92301758] [ 0.75606171 0.73028405 0.50162317 0.3821313 0.3352555 0.31949771 0.48423809 0.65054491 0.69988425 0.40815556] [ 0.68983465] [ 0.18320463 0.73192708 0.43990916 0.72930124 0.51996979 0.74376795 0.36937992 0.32662102 0.53825278 0.79592451] [-0.46038383] [ 0.51085322 0.74523123 0.42080407 0.58100236 0.26948824 0.42989795 0.41292138 0.47795799 0.68471067 0.48266487] [ 1.11045295] [ 0.42666018 0.72402115 0.37593379 0.59449125 0.28593021 0.40769125 0.39173064 0.70784759 0.55754389 0.47634495] [-0.12898246] [ 0.52674069 0.20946991 0.70939753 0.2621886 0.58149066 0.32768739 0.44402547 0.39442386 0.29692689 0.28452842] [-0.08778241] [ 0.53281276 0.33942345 0.67906459 0.33814501 0.36493311 0.49572248 0.48454576 0.54615532 0.37386129 0.33096664] [ 0.5965457] [ 0.41717304 0.4138718 0.53409764 0.39990484 0.47215286 0.47585225 0.44644299 0.49495076 0.47816353 0.34387545] [ 0.99002562] [ 0.41068118 0.61720206 0.45638302 0.6291062 0.48712202 0.50322442 0.40419164 0.48898573 0.60945644 0.45487056] [-0.04150713] [ 0.35488427 0.60671986 0.43666636 0.59508782 0.4104512 0.8075555 0.32089018 0.64662169 0.53757757 0.61325963] [ 0.84929649] [ 0.61440586 0.74143522 0.49367644 0.67052449 0.38994015 0.4004734 0.44230082 0.6359029 0.6559581 0.45256912] [-0.22258905] [ 0.26012281 0.5413862 0.41871931 0.44502028 0.45421324 0.6470539 0.42377328 0.40965075 0.516651 0.47272841] [ 0.80927718] [ 0.46926585 0.59669688 0.50324806 0.54762937 0.26495762 0.40965685 0.49665616 0.66749834 0.61182463 0.30981913] [-0.28484942] [ 0.33366816 0.5920413 0.40206618 0.6771365 0.33644658 0.57168046 0.39517607 0.42524163 0.50382214 0.48882194] [-0.08219613] [ 0.42950771 0.69917827 0.43879888 0.71790768 0.36951906 0.63249937 0.41295793 0.37677114 0.59847061 0.57627947] [-0.57559143] [ 0.71800941 0.5613282 0.53549227 0.43752782 0.31688807 0.37163079 0.47767668 0.5875006 0.55679385 0.37761884] [-0.04081433] [ 0.42312014 0.75950588 0.36122793 0.70711733 0.24565366 0.64847804 0.34431442 0.47198942 0.58914322 0.63975628] [-0.45449308] [ 0.740764 0.69606102 0.48214966 0.4205542 0.38761049 0.46118817 0.54901378 0.6755224 0.52593491 0.5851737 ] [ 0.64509054] [ 0.66129165 0.58914085 0.54652311 0.41888803 0.23342286 0.21439222 0.46179242 0.70921401 0.49022435 0.26859449] [ 0.12606362] [ 0.46940019 0.40051975 0.66775562 0.41262704 0.39163554 0.61381294 0.44981691 0.62813178 0.40156193 0.44842203] [-0.10010372] [ 0.46533701 0.62931343 0.52332428 0.60374389 0.41754637 0.46954146 0.43465516 0.60652417 0.56178365 0.4177016 ] [-0.27820217] [ 0.31323155 0.48582208 0.43790219 0.56772453 0.50895185 0.60856202 0.34148105 0.52257334 0.47178762 0.52278183] [ 0.28728104] [ 0.39251039 0.69226822 0.46240765 0.72687014 0.41747172 0.73277889 0.44506515 0.49693501 0.47921866 0.61047407] [ 0.27573126] [ 0.27962957 0.45189043 0.53809564 0.52592303 0.55601641 0.63121534 0.3781171 0.33302089 0.45877035 0.53096942] [-0.25180741] [ 0.49162256 0.59209456 0.47926789 0.57307889 0.34900865 0.41310246 0.32641854 0.50683794 0.44971321 0.43953007] [-0.25449831] [ 0.34308438 0.70319731 0.34866936 0.62153485 0.33270948 0.53570813 0.41143336 0.53694903 0.49826435 0.53302361] [ 0.17700992] [ 0.21880736 0.5175784 0.43540066 0.71494401 0.4124028 0.56247527 0.34632722 0.4245516 0.49191481 0.55609653] [-0.26247958] [ 0.43137434 0.70532021 0.48569016 0.63482381 0.27702279 0.58494268 0.37287751 0.41128757 0.52357097 0.55638682] [ 0.37416447] [ 0.18015552 0.51631675 0.48975735 0.65887578 0.46382924 0.8089594 0.45556999 0.46736175 0.42802812 0.61641059] [ 0.09266364] [ 0.22145289 0.46268147 0.39614643 0.57887496 0.42603248 0.70114989 0.33916961 0.42041567 0.39388129 0.46883759] [-0.17236878] [ 0.41110594 0.72737737 0.41292189 0.64707095 0.36721345 0.61115545 0.53215859 0.67378833 0.60355837 0.46805273] [ 1.23959509] [ 0.63480363 0.69417055 0.45306653 0.54468944 0.4153288 0.41104962 0.55213885 0.67428582 0.68003427 0.3729602 ] [ 1.03967688] [ 0.32749415 0.5894152 0.41926828 0.58195273 0.40452775 0.67504797 0.40638746 0.61999427 0.53394536 0.48978942] [ 0.40497176] [ 0.43566039 0.33876856 0.70173322 0.41081032 0.46900548 0.50789649 0.3998126 0.50474315 0.46313101 0.41597054] [ 0.61164921] [ 0.68408027 0.59390319 0.51076339 0.41218682 0.35753813 0.29504589 0.43848375 0.62176296 0.51554663 0.47279454] [ 0.90580133] [ 0.87935808 0.65319008 0.62227106 0.22933621 0.38167133 0.1745763 0.58415182 0.80711321 0.65244559 0.25284015] [-0.04532075] [ 0.27101749 0.30460516 0.55828516 0.57951007 0.62205089 0.49251331 0.47819789 0.3243679 0.35825359 0.60836422] [ 0.03767867] [ 0.26576441 0.66448825 0.51749608 0.57849447 0.43088629 0.59504323 0.45122525 0.39263686 0.52503661 0.6300393 ] [-0.09279971] [ 0.4712639 0.50337893 0.38788987 0.47624822 0.31547439 0.37251061 0.41826734 0.51313889 0.43177683 0.32092184] [-0.11740301] [ 0.2686371 0.47130382 0.61010104 0.49672001 0.47457435 0.62591542 0.42608606 0.37453181 0.46063947 0.50081181] [-0.21098022] [ 0.74636524 0.32553984 0.72303314 0.25441624 0.55525885 0.4861604 0.50157529 0.57295595 0.27930082 0.40971549] [ 0.01398039] [ 0.75745471 0.69151675 0.45300349 0.29914729 0.37625393 0.35142627 0.53200495 0.56553667 0.60899888 0.38581217] [-0.20251637] [ 0.40232299 0.48233323 0.46702911 0.6319475 0.49525341 0.61818368 0.36803252 0.55480083 0.60628173 0.38094358] [-0.34385615] [ 0.50244408 0.14094747 0.79174887 0.26876535 0.56703955 0.54282797 0.48767753 0.4434591 0.21678607 0.43621524] [-0.82324773] [ 0.3986359 0.49069293 0.63092031 0.44649088 0.39437338 0.51584172 0.47529582 0.42272805 0.48590861 0.35483996] [-0.67187108] [ 0.440293 0.77070673 0.38116206 0.61463074 0.31939188 0.3687655 0.3687806 0.43778115 0.48676606 0.52267131] [-0.15020958] [ 0.6208474 0.29608482 0.70672613 0.2857386 0.37203582 0.33727143 0.49531983 0.62182283 0.41840748 0.25893313] [ 0.24005909] [ 0.26564063 0.55281903 0.54898092 0.5673323 0.59340558 0.59904774 0.39433883 0.32791867 0.42303376 0.6603891 ] [ 0.2352268] [ 0.66866571 0.54802295 0.49229227 0.44407627 0.37155277 0.27102561 0.37137145 0.58328156 0.52515141 0.43125951] [-0.2796887] [ 0.37259589 0.64187595 0.39699079 0.52388434 0.49305313 0.61608988 0.35351896 0.48294636 0.5207219 0.55228309] [ 0.42268309] [ 0.66492718 0.60372578 0.64602366 0.43459741 0.46984191 0.3951614 0.52518834 0.59970808 0.59736643 0.41637228] [ 1.08520546] [ 0.4951128 0.65231985 0.4040815 0.53629765 0.29218835 0.29131308 0.41693348 0.54416773 0.59601438 0.35953612] [-0.06117524] [ 0.57326432 0.54635066 0.56353527 0.29653717 0.44234051 0.55278944 0.40203106 0.59881991 0.46237725 0.49384609] [-0.2634662] [ 0.42620158 0.6938802 0.34315441 0.66887186 0.43228459 0.6506806 0.42829981 0.66610657 0.62320766 0.51854673] [-0.00714831] [ 0.51406183 0.37168783 0.62347354 0.40770547 0.47169327 0.44525935 0.48632592 0.59395864 0.39500923 0.43397864] Progress: 27.4% ... Training loss: 0.455 ... Validation loss: 0.715[ 0.06603702] [ 0.23915123 0.53021267 0.45977944 0.65915904 0.53647437 0.76804844 0.50041872 0.4103544 0.4674853 0.60305563] [-0.52759791] [ 0.54420672 0.64558495 0.46453949 0.71887994 0.37755193 0.66703903 0.42814685 0.5262401 0.46154799 0.5632221 ] [ 0.04674695] [ 0.29076799 0.4134515 0.45648792 0.64738799 0.46821457 0.58113233 0.60441763 0.53426585 0.42916636 0.60825533] [-0.59138127] [ 0.46532836 0.62959901 0.50033379 0.47617148 0.45822948 0.56405272 0.44062013 0.4844131 0.50442784 0.5796982 ] [-0.67061182] [ 0.46177467 0.52969802 0.55785187 0.56298467 0.44198499 0.62752576 0.45565016 0.50625897 0.37118764 0.45619854] [-0.20572511] [ 0.49977087 0.64939235 0.39201064 0.5497122 0.26899999 0.47546867 0.43865912 0.55248145 0.61844714 0.45276196] [-1.61258134] [ 0.76478923 0.66678437 0.47627504 0.45299152 0.22643556 0.19697994 0.50189414 0.62983023 0.66124012 0.23851743] [-0.2400139] [ 0.63477768 0.59330237 0.58834825 0.55336635 0.43651431 0.35794009 0.50348345 0.65872582 0.55397288 0.37630335] [ 0.84489351] [ 0.54288787 0.53095563 0.47839662 0.30520916 0.34371654 0.49840085 0.41275463 0.69909644 0.49248008 0.35823088] [ 0.14025967] [ 0.49315574 0.65594859 0.39434312 0.51880024 0.32973179 0.33822875 0.47264302 0.48156626 0.63268593 0.36268547] [-0.70764586] [ 0.44731926 0.63473125 0.40075389 0.51434081 0.49888767 0.57324432 0.4241313 0.54795684 0.44600516 0.51401037] [-0.36965751] [ 0.45241319 0.53251871 0.54543678 0.42708116 0.51733269 0.63596048 0.40546118 0.47723418 0.44010863 0.58088532] [-0.67682087] [ 0.62560516 0.60964643 0.5710316 0.34253893 0.36735762 0.43487421 0.55300162 0.69816068 0.6477944 0.45560073] [-0.89951838] [ 0.58235926 0.7615919 0.5180239 0.51500058 0.38045714 0.46293212 0.49961756 0.64053567 0.58372755 0.48074773] [ 1.04535906] [ 0.75030029 0.58435403 0.58379988 0.22753164 0.33251219 0.25363203 0.55750416 0.69947343 0.58132196 0.30549586] [ 0.11192903] [ 0.29564053 0.5541223 0.38097498 0.5922287 0.4618353 0.57958948 0.38529411 0.34301428 0.49117641 0.42313052] [ 0.50115454] [ 0.67313117 0.57508008 0.52956004 0.36405712 0.37507917 0.35881774 0.43293734 0.58116152 0.57587393 0.42694543] [-0.50393556] [ 0.29451448 0.57483657 0.33324359 0.60856114 0.44776746 0.57526095 0.3883176 0.47812786 0.50609323 0.34739877] [ 0.02874428] [ 0.5404212 0.67053607 0.55016443 0.64464643 0.43968464 0.52019293 0.43038469 0.54648446 0.55434624 0.55298473] [-0.14089609] [ 0.73448873 0.74609612 0.46284174 0.33208796 0.34338575 0.41867174 0.55491031 0.67126656 0.54296547 0.45570609] [ 0.1523929] [ 0.59553464 0.41793188 0.62644832 0.35665416 0.57629589 0.49510885 0.58934851 0.63587799 0.43342491 0.36219762] [-0.60142647] [ 0.41478694 0.69608103 0.53473903 0.59801008 0.47409163 0.60975179 0.43681945 0.47505011 0.55968515 0.5241795 ] [-0.17123551] [ 0.41842456 0.65452272 0.459656 0.50892631 0.37409158 0.47032767 0.42493184 0.65236872 0.74703433 0.45817582] [-0.49770653] [ 0.66653212 0.49035337 0.65658269 0.36807531 0.53976101 0.33062555 0.43815539 0.65441119 0.43431763 0.36567187] [ 0.3059886] [ 0.62670999 0.62379452 0.57447811 0.36979446 0.44617079 0.42614162 0.46925448 0.52555881 0.61204444 0.50494103] [-0.99800304] [ 0.56757855 0.46000176 0.59433753 0.48544306 0.42415143 0.5037426 0.47143095 0.58366404 0.30561605 0.49948757] [-0.29846077] [ 0.67444736 0.5995881 0.49225959 0.44581388 0.43529029 0.38041511 0.50879658 0.59900943 0.49669683 0.53556801] [ 0.48458054] [ 0.45933064 0.68761909 0.43662771 0.63219922 0.22054511 0.45952224 0.42618927 0.63310781 0.59497046 0.46011693] [-0.38045986] [ 0.68134506 0.66549106 0.53280913 0.50092751 0.29234429 0.39370361 0.46474017 0.5531769 0.63600108 0.47847873] [-0.23529642] [ 0.38413699 0.45078647 0.61728941 0.51862539 0.57147733 0.6205748 0.44295218 0.29913186 0.33667909 0.56527182] [ 0.18360443] [ 0.19704792 0.69857728 0.40377544 0.73336835 0.48741767 0.67993246 0.41891736 0.33785166 0.59077919 0.71003506] [-0.41926826] [ 0.47753034 0.39737847 0.49767276 0.29096373 0.53270917 0.61190717 0.50314783 0.63704516 0.42263593 0.56652943] [ 2.15568319] [ 0.78208444 0.63620061 0.51341034 0.36546513 0.28249372 0.13298281 0.48726902 0.779452 0.55259211 0.3138573 ] [-0.66386343] [ 0.67700801 0.6276827 0.42312226 0.41115488 0.43363101 0.41919963 0.48179187 0.60757241 0.42025384 0.52607222] [ 0.20069609] [ 0.38063357 0.4223999 0.64234834 0.33789078 0.58290267 0.64238346 0.40865145 0.4634697 0.31524074 0.61961237] [ 2.24393646] [ 0.56892278 0.60165893 0.43315874 0.53823263 0.24180852 0.18796911 0.47459047 0.70637521 0.53048122 0.31288475] [-0.95797169] [ 0.4976345 0.34685215 0.64274845 0.34556931 0.56102653 0.39121144 0.5925089 0.43623896 0.35642054 0.58284254] [ 0.1663223] [ 0.59398297 0.62525928 0.51878155 0.40917304 0.33743477 0.53116144 0.5477198 0.73059651 0.54671642 0.39676166] [-0.51539593] [ 0.52218837 0.40548189 0.66323991 0.37148787 0.43815355 0.45620094 0.4319755 0.61348349 0.40698547 0.43524989] [-0.54524939] [ 0.52478828 0.63402247 0.43911546 0.56096052 0.24357837 0.4460464 0.44343777 0.64526775 0.53643831 0.34104923] [-0.05951772] [ 0.26989644 0.76253659 0.38628863 0.6807543 0.39007083 0.67541418 0.39331921 0.5396126 0.50627441 0.7046912 ] [-0.55140715] [ 0.44118662 0.74953916 0.37150654 0.63015442 0.32236273 0.5008616 0.48398445 0.58621293 0.52144517 0.47018818] [-0.40906773] [ 0.54328125 0.66350097 0.47886889 0.60299239 0.24992064 0.41001313 0.46917187 0.50716092 0.572497 0.48146015] [-0.16013453] [ 0.52922657 0.6528596 0.3313768 0.56842485 0.41472254 0.52322039 0.48186607 0.51636461 0.53467882 0.39795574] [-0.81224147] [ 0.79314326 0.63798753 0.61154236 0.44043941 0.40718751 0.43363402 0.48703289 0.75609963 0.64641328 0.46680502] [-0.77443807] [ 0.38198683 0.68236166 0.39863511 0.70531135 0.38502897 0.59221276 0.53046936 0.55833592 0.63024064 0.40815129] [-0.17380443] [ 0.42981262 0.41554283 0.61980416 0.36217351 0.53828567 0.63056075 0.41862804 0.38293894 0.41103708 0.56040883] [-0.27426581] [ 0.45574594 0.68112578 0.46454165 0.73205964 0.45697684 0.56569796 0.43745372 0.57442142 0.60422703 0.76913162] [-0.3831852] [ 0.45864028 0.59714231 0.46986231 0.5229205 0.38550605 0.43103821 0.46266663 0.66605857 0.48011509 0.37323804] [ 0.45997529] [ 0.15193772 0.73999408 0.37409392 0.72916338 0.45990833 0.75117774 0.35306344 0.43682617 0.64087956 0.68985733] [-0.32266094] [ 0.35140309 0.80644355 0.34201871 0.74694135 0.26438763 0.61455271 0.35895203 0.50828494 0.62009261 0.61949722] [-0.63580437] [ 0.42603452 0.768517 0.40467715 0.63113971 0.22617869 0.44196053 0.38360042 0.5342963 0.65722759 0.48256397] [ 2.01335077] [ 0.67316764 0.38324358 0.59432591 0.43404814 0.49708087 0.3278189 0.60835219 0.57134782 0.51215281 0.20106851] [-0.14621017] [ 0.53604433 0.52796265 0.53083934 0.41860511 0.40253366 0.37770737 0.43519414 0.51265107 0.52008569 0.3692061 ] [-0.5815831] [ 0.54273221 0.67504232 0.43324585 0.7031571 0.36519636 0.66143078 0.45118593 0.57485135 0.52926524 0.56612657] [-0.4610479] [ 0.70290145 0.69378439 0.49555602 0.34510447 0.46556166 0.5082419 0.53705963 0.58499985 0.49141897 0.62341852] [-0.84886571] [ 0.78239032 0.44562974 0.60271427 0.3034216 0.42908397 0.31595886 0.47742636 0.56415038 0.51450066 0.33395664] [-0.66827207] [ 0.44418515 0.58565232 0.52736434 0.48190298 0.48511048 0.5236745 0.47482931 0.44920268 0.33724342 0.50447525] [-0.0557092] [ 0.75444188 0.61150554 0.58906158 0.36655238 0.52099359 0.30046752 0.49096564 0.62229979 0.54847943 0.4912846 ] [-0.17659024] [ 0.42256067 0.56692633 0.51017033 0.65961746 0.59493856 0.79033783 0.44644858 0.56581596 0.45520611 0.57449586] [-0.49586524] [ 0.43993329 0.70946116 0.40152301 0.59185271 0.46718368 0.69698011 0.51585443 0.60198552 0.5240946 0.60370038] [-1.13544441] [ 0.43653526 0.53256229 0.59014734 0.44926406 0.36264173 0.43094383 0.46655366 0.48048654 0.5099091 0.34159073] [-1.16453879] [ 0.5638916 0.73997958 0.54620957 0.38412195 0.42858613 0.53896855 0.57166305 0.58797452 0.67775932 0.51968514] [-1.34288981] [ 0.5932385 0.64448446 0.50165758 0.612076 0.39384677 0.36373887 0.45577765 0.66172507 0.5761017 0.33067834] [ 0.82885597] [ 0.50520129 0.65300945 0.52763651 0.5330802 0.38506378 0.51358367 0.4298528 0.59830515 0.54626679 0.42874808] [-0.17824427] [ 0.52581953 0.62461585 0.58942882 0.51851949 0.45324094 0.51670264 0.51884084 0.48402784 0.63558036 0.47717324] [-0.28638329] [ 0.60076903 0.58981158 0.53626196 0.55892445 0.32345031 0.41671113 0.43047203 0.46811952 0.49441565 0.36062456] [ 0.23818337] [ 0.39074739 0.60545038 0.55231553 0.49208971 0.47581433 0.57441495 0.40418387 0.5017479 0.47766456 0.48326564] [-0.24428619] [ 0.32122437 0.73175466 0.41782359 0.62910448 0.32423083 0.69350103 0.4599879 0.6307007 0.5591016 0.56233047] [-0.91774715] [ 0.47092548 0.4523127 0.54611907 0.48566548 0.41732575 0.48616862 0.43586818 0.43233374 0.41793387 0.38375674] [-0.33610566] [ 0.61870393 0.63498276 0.52665658 0.41956167 0.36217154 0.32219826 0.46603706 0.53235656 0.54000606 0.46831371] [ 0.59483283] [ 0.67759108 0.58551562 0.51260478 0.51352257 0.37378755 0.41050048 0.54604961 0.66556234 0.49671239 0.52322914] [ 0.17443171] [ 0.15581628 0.42553389 0.57744306 0.61200063 0.52563504 0.7913884 0.46124337 0.3185379 0.4752698 0.57625997] [-0.34106183] [ 0.35530749 0.52004544 0.43421589 0.43550139 0.52661797 0.66088274 0.32070069 0.49677389 0.33133303 0.56259957] [-0.30655837] [ 0.40052102 0.36519933 0.5928165 0.62823925 0.43385921 0.41049116 0.47091315 0.49123139 0.39853526 0.60734267] [-0.04518439] [ 0.43064521 0.49521638 0.45801873 0.56400291 0.4215013 0.65505364 0.48549563 0.56328492 0.48125237 0.47872071] [-0.79947308] [ 0.39255776 0.41222249 0.48178182 0.66766683 0.3990887 0.53318651 0.43684301 0.62752881 0.31841839 0.32773315] [ 0.46230927] [ 0.72436378 0.62000376 0.49982513 0.49445913 0.3590336 0.37946194 0.56813366 0.67990118 0.513148 0.41934497] [ 0.75885797] [ 0.50975879 0.61335341 0.46858598 0.48039525 0.33462683 0.43342649 0.42777926 0.57974161 0.53965988 0.47333428] [-0.77596698] [ 0.54940398 0.55263895 0.59371157 0.57123691 0.54901443 0.5801506 0.44057338 0.55663777 0.47300825 0.48104933] [ 0.25595391] [ 0.27140279 0.59512237 0.5445028 0.50447746 0.42493984 0.62902762 0.49189943 0.49234809 0.58263558 0.51888761] [ 0.41639044] [ 0.19351814 0.75069237 0.451805 0.71613996 0.43485778 0.71383572 0.35258925 0.37701504 0.50186398 0.76820998] [-0.33429071] [ 0.43363837 0.46167358 0.41315533 0.56919382 0.4020947 0.59989153 0.488351 0.52789677 0.40689207 0.33391715] [-0.83104742] [ 0.43914913 0.76116159 0.41198948 0.56084768 0.3361855 0.46360989 0.54869642 0.68769772 0.64922471 0.40873592] [-0.76319185] [ 0.57033122 0.26243644 0.68049608 0.30832242 0.4469705 0.28792418 0.51570251 0.59409899 0.36360578 0.46368189] [ 0.18684165] [ 0.54196315 0.46947562 0.5907157 0.35668582 0.41235235 0.49265971 0.56542394 0.64011673 0.41332807 0.37564947] [-0.17117099] [ 0.50908276 0.485182 0.49251139 0.33304916 0.46810709 0.35017461 0.40941354 0.52263218 0.43221718 0.41622853] [ 2.94866888] [ 0.74728122 0.51680616 0.57707946 0.38752418 0.27730298 0.18675718 0.52448107 0.7313009 0.47912006 0.21573695] [ 0.00832669] [ 0.61408669 0.49144284 0.54290378 0.3588424 0.49259335 0.46454912 0.46400756 0.61988958 0.57774172 0.34948237] [-0.67381833] [ 0.23796821 0.38991109 0.52704858 0.61895947 0.42147096 0.50358664 0.43557404 0.43266217 0.50926767 0.31076706] [ 0.61094907] [ 0.45503695 0.73998189 0.43814357 0.59864373 0.33760927 0.52672825 0.52934858 0.63383308 0.63400926 0.42780614] [-0.51767329] [ 0.3082359 0.71087528 0.36899906 0.60564011 0.29558178 0.58649586 0.44301346 0.46022249 0.62467828 0.5704921 ] [-0.03959968] [ 0.63838776 0.65793555 0.49613206 0.34054241 0.28803972 0.29701871 0.43231553 0.63843789 0.59254763 0.40057676] [-1.24590058] [ 0.65397433 0.39546255 0.624538 0.32071922 0.50121536 0.49845032 0.54391387 0.54896242 0.38071235 0.42532635] [-0.07807347] [ 0.33688211 0.65024514 0.54484316 0.52953466 0.50226528 0.64577977 0.38974953 0.48075952 0.46800289 0.73387503] [ 0.15174432] [ 0.53425153 0.21000413 0.64532394 0.32673445 0.56559501 0.50396071 0.49789823 0.65655069 0.32792475 0.5264888 ] [-0.54536219] [ 0.45966477 0.63105167 0.40227714 0.6640795 0.27123041 0.57201789 0.38152626 0.40724259 0.5164255 0.51038489] [ 1.26831322] [ 0.58642937 0.6975314 0.47558072 0.53139761 0.32210072 0.34765928 0.44344584 0.60523261 0.54784653 0.53362305] [ 1.26575461] [ 0.80061712 0.59967664 0.62734648 0.24062518 0.42285059 0.31502567 0.60882135 0.70922075 0.53553671 0.48327995] [-0.06961041] [ 0.49381987 0.69073871 0.54626723 0.57833079 0.47239688 0.63061979 0.37523918 0.51034491 0.52850261 0.60756339] [-0.89137074] [ 0.77363859 0.48932034 0.58972787 0.42743499 0.32639244 0.26715926 0.5226348 0.77781166 0.58127799 0.21344594] [-0.49609022] [ 0.65475051 0.60323849 0.57828886 0.60718897 0.51469067 0.44648892 0.3772966 0.61401544 0.52880058 0.56290187] [-0.04557944] [ 0.7354454 0.70654024 0.50432012 0.54685238 0.39050106 0.36734396 0.43610163 0.71256572 0.58982062 0.46845735] [-0.63606775] [ 0.6160525 0.67529844 0.57649969 0.50332957 0.39514567 0.52616914 0.4412092 0.5185701 0.50003479 0.48215775] [ 1.13652271] [ 0.78119869 0.52218003 0.59038498 0.23155372 0.24823646 0.16396264 0.51244967 0.70879437 0.50641471 0.22884175] [ 0.15537801] [ 0.53800693 0.61504975 0.40030235 0.45054067 0.26716508 0.40948935 0.42936132 0.62230675 0.47400347 0.38422006] [-0.27291769] [ 0.27594746 0.40302646 0.56334302 0.53703193 0.4908754 0.66465128 0.42073088 0.4293517 0.37075528 0.44317429] [ 0.73577786] [ 0.58955937 0.558947 0.42035959 0.52021008 0.29608434 0.4402516 0.4597652 0.60939545 0.53352945 0.31345235] [ 1.44201036] [ 0.79361858 0.42322788 0.60169699 0.40908002 0.36456744 0.36898388 0.48868737 0.64240609 0.46456505 0.29663588] [ 0.29512954] [ 0.51701735 0.63809373 0.59450635 0.43752643 0.45972683 0.45565116 0.43286773 0.65047871 0.49307572 0.46420078] [-0.55788619] [ 0.4042195 0.51266872 0.43594676 0.54208149 0.39979868 0.62151957 0.46974025 0.64510989 0.45896705 0.42065037] [-0.64905371] [ 0.38115517 0.60135987 0.4747318 0.64679929 0.38553796 0.49892709 0.33817399 0.45095139 0.50848933 0.46284731] [-0.92131815] [ 0.51158848 0.67944855 0.39383519 0.67959483 0.31487 0.37408927 0.36551124 0.41756298 0.48475715 0.47128362] [-0.9927807] [ 0.449449 0.55631157 0.53242977 0.57571522 0.29395904 0.42635475 0.40588389 0.56616415 0.41449007 0.38850173] [ 0.0371395] [ 0.37554894 0.51922004 0.48343143 0.46064563 0.39252439 0.63451461 0.32320652 0.39029146 0.46716491 0.52536793] [-0.43017865] [ 0.76030201 0.68858751 0.4945152 0.32836999 0.46143311 0.41527552 0.48121903 0.6636127 0.52863835 0.42282748] [-0.55140715] [ 0.44118662 0.74953916 0.37150654 0.63015442 0.32236273 0.5008616 0.48398445 0.58621293 0.52144517 0.47018818] [-0.41679439] [ 0.59070333 0.62112556 0.59762105 0.5256206 0.46558032 0.52995737 0.43823131 0.61594832 0.46573673 0.45260806] [-0.03315322] [ 0.67995016 0.68039364 0.38429602 0.45281279 0.3503358 0.51070508 0.48855269 0.65652562 0.4852662 0.45910425] [ 0.44735675] [ 0.43477838 0.41796996 0.56624465 0.53035575 0.47638647 0.60703359 0.44381689 0.51580965 0.40717506 0.4292096 ] [-0.69326652] [ 0.491426 0.62626513 0.43948511 0.51487862 0.49809009 0.59145554 0.4215942 0.59770677 0.42970899 0.57327248] [-0.33543912] [ 0.61743335 0.68753916 0.46178492 0.43136889 0.37339713 0.25391045 0.4158696 0.64241267 0.57229169 0.37283273] [ 2.1004401] [ 0.79230849 0.60043533 0.52119905 0.28109364 0.31369584 0.16976083 0.50045729 0.70850784 0.6099324 0.23765134] [-0.36884163] [ 0.55635669 0.5457355 0.52600239 0.48974817 0.29093543 0.26555926 0.51605209 0.63879712 0.47662226 0.3437571 ] [ 0.62295293] [ 0.66033651 0.63944823 0.48309687 0.5058053 0.27894435 0.31652446 0.47241077 0.55700842 0.57593613 0.49889431] [-0.44961639] [ 0.73625656 0.64553677 0.52968839 0.37137171 0.37245503 0.24176102 0.44005118 0.65756458 0.67225234 0.33938706] [-0.78131433] [ 0.41925276 0.73078395 0.3705106 0.57544701 0.38851738 0.58309094 0.50659691 0.52089475 0.64944807 0.52395375] [-0.00036782] [ 0.28264298 0.7531866 0.36800222 0.60620972 0.38879015 0.74546451 0.39303457 0.44300381 0.57279547 0.6701568 ] Progress: 27.7% ... Training loss: 0.434 ... Validation loss: 0.708[ 0.20939253] [ 0.20765069 0.66158442 0.42142229 0.63557681 0.45221016 0.73033163 0.33588323 0.38333022 0.4995292 0.57531648] [ 1.1536483] [ 0.6722339 0.59669963 0.58897528 0.51067143 0.37834319 0.51213393 0.42353128 0.59920816 0.47416356 0.45343714] [ 1.768484] [ 0.66803039 0.68643133 0.43135253 0.49354015 0.23574195 0.26157771 0.51934738 0.65715327 0.68497057 0.28116405] [ 1.13606327] [ 0.61643162 0.5993727 0.56401798 0.57775509 0.455356 0.46380579 0.53014108 0.54049092 0.53566726 0.43096085] [-0.4629518] [ 0.66462409 0.54100387 0.54559753 0.44282717 0.37111174 0.23493648 0.39822857 0.60272122 0.46971389 0.40491162] [-0.71490063] [ 0.44607248 0.30934966 0.62147027 0.3490097 0.52190855 0.58405236 0.49007752 0.52296718 0.34065235 0.35891453] [ 1.97365378] [ 0.84466515 0.57890721 0.64385436 0.2154173 0.40015517 0.21846223 0.59129253 0.802 0.61072297 0.25505684] [-0.9331624] [ 0.52090071 0.73215449 0.40337825 0.65531621 0.45463973 0.42192004 0.46426621 0.55226543 0.59389811 0.44268536] [ 0.77754925] [ 0.67367817 0.57916779 0.61150402 0.44677503 0.45286452 0.33447282 0.41428956 0.67502802 0.4805197 0.37652855] [ 0.35728987] [ 0.22158251 0.60002373 0.40135597 0.61730859 0.5647153 0.72108869 0.31133327 0.41198476 0.49109377 0.70004064] [-0.30948463] [ 0.62463061 0.53516108 0.54270609 0.46404076 0.48771333 0.48340359 0.43714242 0.58225976 0.45215059 0.44311591] [-0.60548776] [ 0.36650206 0.33724302 0.61588769 0.56713897 0.3603976 0.4478341 0.4932995 0.4599756 0.44719081 0.30517813] [-0.54843794] [ 0.77952499 0.55648184 0.5882546 0.25941659 0.39645007 0.51028239 0.61142827 0.65732095 0.51822558 0.38751851] [-0.49269304] [ 0.6287184 0.6431335 0.42253397 0.47118645 0.30012097 0.20538723 0.45035934 0.5889323 0.57202122 0.3955626 ] [-0.33827852] [ 0.41174159 0.6549832 0.46138028 0.48995269 0.49782186 0.62195328 0.42961495 0.5814667 0.42267965 0.58538604] [ 0.14287355] [ 0.81262385 0.61849535 0.55551719 0.38929893 0.43023456 0.28454445 0.63360221 0.65469304 0.55298396 0.34643379] [ 0.50166932] [ 0.52656473 0.48030392 0.56425633 0.43915708 0.43457737 0.55514158 0.55414274 0.6025914 0.44825004 0.47311794] [ 0.19059954] [ 0.62329125 0.63741383 0.51769479 0.50958639 0.20523647 0.30511721 0.46343773 0.71407691 0.52272202 0.35504136] [-0.70914991] [ 0.60895595 0.41114547 0.65378694 0.33092195 0.41118149 0.47377526 0.55258514 0.72190961 0.4784924 0.360797 ] [-0.07321904] [ 0.45788752 0.50760466 0.45086382 0.6299553 0.44459348 0.57482402 0.51076424 0.60766658 0.39425046 0.40951845] [ 0.44808871] [ 0.2287644 0.62397066 0.51978025 0.59323294 0.54651258 0.77370999 0.41595231 0.33020056 0.47447161 0.70771949] [ 2.34381283] [ 0.68105021 0.5099926 0.48624358 0.38440378 0.28989069 0.24162696 0.46367081 0.75077353 0.54201019 0.22200557] [ 0.34601567] [ 0.45029896 0.32239327 0.61009391 0.54833407 0.46756248 0.39776852 0.42550546 0.49826368 0.3450674 0.63379109] [ 0.54570182] [ 0.3815054 0.57296361 0.58865606 0.46888198 0.40577038 0.58015015 0.42189597 0.49663266 0.43764419 0.50303193] [-0.39376596] [ 0.37911053 0.57542767 0.40656025 0.53895965 0.31814229 0.45469688 0.46471054 0.56763612 0.52586977 0.45275856] [-0.10041629] [ 0.38453376 0.38399874 0.60625261 0.4335973 0.55017553 0.69497747 0.36312016 0.50069913 0.34866089 0.52594656] [ 0.00395439] [ 0.32806826 0.53147325 0.5774942 0.65937264 0.38910367 0.59342586 0.29795853 0.4207437 0.52689607 0.45779055] [-0.07852591] [ 0.41139467 0.41810322 0.65945348 0.29723464 0.57054779 0.47293584 0.45820325 0.46457174 0.34905152 0.52661093] [ 1.39176122] [ 0.5957595 0.57719759 0.61431471 0.42425248 0.39806577 0.35454396 0.46721479 0.75644288 0.52549904 0.3512055 ] [-0.27028375] [ 0.42966389 0.48593756 0.57351323 0.5397184 0.41712752 0.61940531 0.44226555 0.53698369 0.33686813 0.46809898] [ 1.1178438] [ 0.69639531 0.56650107 0.52802053 0.29181241 0.35301602 0.23292917 0.46582558 0.6677795 0.50939299 0.45327668] [ 0.19077123] [ 0.28757544 0.60607263 0.55466469 0.60838347 0.35469068 0.65631911 0.37334169 0.39034817 0.58440648 0.53390592] [ 0.20743468] [ 0.76818227 0.65227102 0.53789307 0.36083477 0.31250539 0.29049996 0.56326411 0.55403827 0.64218625 0.35485585] [ 0.14950453] [ 0.43121783 0.31417236 0.6372644 0.3673908 0.4355949 0.45357424 0.51390212 0.46625004 0.44343558 0.29791182] [ 0.55983581] [ 0.33873236 0.36341615 0.56018569 0.36616629 0.50645953 0.4975181 0.3688097 0.53639273 0.29761259 0.40881857] [-0.34783563] [ 0.6684597 0.57862707 0.51700207 0.47669547 0.31116945 0.41198785 0.47370341 0.54969182 0.64944342 0.39442041] [ 0.15587815] [ 0.33408895 0.54101202 0.41971473 0.61095545 0.35815266 0.61777718 0.48019825 0.59186076 0.39763696 0.51075399] [-0.61789315] [ 0.45313392 0.38986605 0.57792146 0.36314244 0.53950385 0.52156558 0.47552959 0.62556447 0.47570326 0.36996106] [ 0.37572678] [ 0.33427256 0.64802045 0.47793272 0.56494602 0.42972609 0.80983131 0.35872505 0.63675818 0.5278644 0.60720709] [ 0.11176438] [ 0.56210298 0.72672115 0.55644998 0.51418071 0.40601269 0.73623403 0.49658548 0.61901507 0.53906789 0.6150409 ] [-0.43308628] [ 0.41063168 0.38903292 0.60958145 0.59905755 0.38953759 0.54190798 0.48994451 0.58729148 0.51122966 0.32098547] [-0.94325003] [ 0.66327123 0.52788895 0.51259608 0.55163203 0.31049131 0.39357365 0.40658651 0.48691357 0.49656649 0.35081077] [-0.6340283] [ 0.72985003 0.63756136 0.49428926 0.39493257 0.23920446 0.41789806 0.47880254 0.56685509 0.51206162 0.44037789] [-0.95914102] [ 0.55008651 0.70566792 0.43206128 0.47700181 0.46881159 0.52706837 0.50234508 0.60680217 0.59805 0.49095685] [-0.55211489] [ 0.37107235 0.39163407 0.57070487 0.47179571 0.51405259 0.49473829 0.45574128 0.40031536 0.46650999 0.36274746] [-0.89592753] [ 0.60631078 0.61190683 0.49632213 0.50504456 0.53784044 0.43437766 0.38574924 0.55098225 0.50858788 0.42984352] [-0.40323093] [ 0.67423592 0.65542492 0.46106847 0.53484026 0.2931205 0.3905655 0.4835705 0.72567256 0.59219241 0.45215398] [-0.59591345] [ 0.73448249 0.66164747 0.43768146 0.32134558 0.31210908 0.39253047 0.55719127 0.7388979 0.49795737 0.30897504] [ 0.35882759] [ 0.33545406 0.77587077 0.33054381 0.80506552 0.46798403 0.70993606 0.39551113 0.38753721 0.47519652 0.70957491] [ 0.13638171] [ 0.65204847 0.64591421 0.58203244 0.57937695 0.42828971 0.45482879 0.47208925 0.59095705 0.55533972 0.49996741] [ 1.93225214] [ 0.50436937 0.48598853 0.55512954 0.44947166 0.51494717 0.40855859 0.45774156 0.54719464 0.53818094 0.35817559] [-0.46707738] [ 0.43850477 0.55997692 0.35745541 0.71716503 0.40876543 0.40936477 0.37538202 0.38172611 0.33696344 0.51267377] [-0.11050698] [ 0.43577813 0.4586214 0.54200281 0.39384281 0.51395914 0.52909728 0.45853266 0.37719298 0.39081389 0.49810456] [-0.20124032] [ 0.46842989 0.63276982 0.47840809 0.58235046 0.49223002 0.7107631 0.45074858 0.55372031 0.48420097 0.57899136] [-0.45904287] [ 0.55205315 0.43496661 0.54437493 0.51597922 0.5392314 0.59406796 0.42139595 0.60246111 0.44257078 0.46308106] [ 0.30329801] [ 0.3778079 0.40101875 0.67447659 0.43483125 0.52720727 0.55536443 0.4257013 0.3927204 0.34875303 0.42743419] [ 1.29929939] [ 0.35338479 0.70151158 0.43564397 0.62419834 0.43665444 0.69032123 0.37874079 0.60005007 0.57760049 0.55755675] [-0.56766816] [ 0.61727285 0.44800954 0.63523652 0.3532706 0.43626292 0.47193897 0.41663023 0.62351798 0.52819945 0.41370247] [ 0.99603986] [ 0.32530535 0.71315229 0.34884188 0.68653109 0.41227893 0.68596292 0.42057559 0.45914055 0.63787606 0.60823795] [ 0.30423713] [ 0.32825927 0.53457598 0.43707046 0.65420704 0.36318298 0.60327903 0.42215221 0.46767275 0.45573474 0.50011546] [-0.60237104] [ 0.48144678 0.57051082 0.45257931 0.50086569 0.39618399 0.54152715 0.4133625 0.61313955 0.42258337 0.38491859] [-0.10991284] [ 0.19994137 0.58305667 0.48064135 0.61993968 0.41149307 0.63036185 0.43237077 0.35987983 0.59277256 0.48031864] [ 0.31371801] [ 0.36971657 0.56377232 0.50127462 0.41728345 0.41236799 0.40440886 0.52861439 0.49111984 0.6150704 0.35249422] [ 0.8893368] [ 0.4317299 0.80476867 0.39717003 0.68628634 0.39828723 0.60738776 0.42987474 0.5932542 0.63492432 0.58426497] [ 0.04257356] [ 0.64640494 0.5487702 0.56697129 0.27799892 0.44192235 0.3672651 0.4658515 0.56510587 0.55112936 0.36023934] [ 1.26477419] [ 0.72600025 0.51586634 0.55664637 0.4746677 0.26443225 0.25437315 0.47625165 0.66584976 0.46155587 0.40250322] [-0.15311412] [ 0.82895261 0.47441473 0.67472742 0.20090486 0.48080409 0.35593895 0.62428216 0.63582526 0.48698399 0.36094644] [-0.04373] [ 0.27859189 0.46647741 0.56865804 0.37766543 0.6276076 0.53417662 0.45882954 0.33289729 0.4158757 0.52207061] [ 0.00287312] [ 0.60384565 0.6160245 0.46756475 0.61001347 0.34899503 0.60576529 0.47974438 0.57521291 0.46267414 0.49527896] [-0.48831875] [ 0.54310054 0.69778519 0.38299448 0.47381466 0.25986253 0.39702312 0.3803494 0.54735013 0.49906331 0.41779215] [-0.22361149] [ 0.53583185 0.45008518 0.55527192 0.40719856 0.44937876 0.41349265 0.51341111 0.51154632 0.49946162 0.35991527] [-0.40323093] [ 0.67423592 0.65542492 0.46106847 0.53484026 0.2931205 0.3905655 0.4835705 0.72567256 0.59219241 0.45215398] [-0.0358475] [ 0.48129919 0.57243408 0.51080638 0.48973291 0.41318346 0.34706629 0.44397999 0.50087984 0.61962901 0.41609146] [ 1.00183222] [ 0.35764052 0.42267375 0.52298391 0.51645451 0.46307728 0.49078548 0.3979295 0.38758482 0.5211471 0.37723021] [-0.36861416] [ 0.83624096 0.66110452 0.62191081 0.26625985 0.37035875 0.25077001 0.65625216 0.7356817 0.65480341 0.29289838] [-0.35182676] [ 0.50296393 0.71968943 0.4498791 0.59318222 0.34085489 0.60726354 0.45126003 0.4494939 0.59179024 0.60119267] [-0.67672038] [ 0.42011751 0.44514736 0.70302024 0.40100173 0.4367157 0.56279364 0.43805706 0.41991291 0.38752883 0.41958842] [-0.10898246] [ 0.66599606 0.65594812 0.6237511 0.30280799 0.45489034 0.45636356 0.69033004 0.66043481 0.5792163 0.50623968] [ 0.63284003] [ 0.54021357 0.7026677 0.4096891 0.58357886 0.2625914 0.28712266 0.38666572 0.56087835 0.6634622 0.3164878 ] [-0.80234352] [ 0.41223566 0.68809579 0.4353477 0.65467452 0.3228193 0.54942756 0.49726701 0.68095204 0.59709935 0.39651156] [ 0.05195326] [ 0.51554733 0.63842216 0.37700334 0.47956394 0.38864972 0.55015633 0.49164821 0.43505577 0.59470004 0.4738778 ] [ 0.98886442] [ 0.64837825 0.52466194 0.53970799 0.43255281 0.4443573 0.45813572 0.47265724 0.58416411 0.50020239 0.41578208] [ 1.44261202] [ 0.78401405 0.38817903 0.63307366 0.30387385 0.4823096 0.29263809 0.54685887 0.6472426 0.35863389 0.36507758] [-0.36268267] [ 0.59322326 0.66128723 0.48214918 0.50950939 0.31824008 0.49870944 0.3759874 0.63544246 0.56280143 0.49696148] [-0.23114998] [ 0.69142721 0.65141708 0.63125986 0.49621985 0.53259663 0.38518312 0.47086397 0.61688486 0.5899647 0.58704467] [ 0.18503439] [ 0.25118409 0.4268366 0.55860621 0.72055094 0.34941359 0.73022105 0.33871868 0.33046278 0.41025544 0.50762777] [ 2.39717201] [ 0.79903318 0.63808462 0.51718125 0.24129238 0.22531291 0.18236968 0.54964515 0.7723426 0.58087695 0.26915493] [-0.0915022] [ 0.53456282 0.74799757 0.45907602 0.57141745 0.2675248 0.56889116 0.43809558 0.50697763 0.56320602 0.56524689] [ 0.20260714] [ 0.21357495 0.57163719 0.40351451 0.68103372 0.56192678 0.60378083 0.38607361 0.31469551 0.34791137 0.54580887] [ 0.04091344] [ 0.66785977 0.79933895 0.41676141 0.44086396 0.40437828 0.54032559 0.51778237 0.60736514 0.5851485 0.66615831] [ 0.01460873] [ 0.35539201 0.36616447 0.5459149 0.35953695 0.49101243 0.68416186 0.45971236 0.36718586 0.35632315 0.48960191] [ 0.63763642] [ 0.50311153 0.57296575 0.52069467 0.54036165 0.39570291 0.43756665 0.31365956 0.48454021 0.51604922 0.46819619] [-0.44614037] [ 0.52949186 0.72840103 0.36199146 0.68246049 0.25342607 0.36438717 0.39336039 0.63160373 0.60471241 0.40940597] [ 0.09981276] [ 0.3821813 0.7183238 0.47386011 0.69048639 0.43517261 0.71940843 0.37618642 0.56785423 0.5708969 0.6501299 ] [ 0.2083405] [ 0.71209312 0.62547249 0.52615306 0.52087916 0.27317531 0.36589942 0.40846168 0.61663004 0.63799609 0.37536899] [-0.11428901] [ 0.34309455 0.79335404 0.35860998 0.68123782 0.43756848 0.55896457 0.43597812 0.49216432 0.45750773 0.7000237 ] [-0.35847174] [ 0.49877803 0.56855641 0.4464314 0.57420539 0.35108673 0.38256224 0.5325326 0.65316712 0.46603038 0.28220881] [ 0.28297337] [ 0.76250139 0.50646944 0.60553024 0.259601 0.4193112 0.24709009 0.55696935 0.60067874 0.53515785 0.309717 ] [ 1.245246] [ 0.5300715 0.60995769 0.4268845 0.56254981 0.34707899 0.3040424 0.42245451 0.54745452 0.54705062 0.29991815] [-0.40327656] [ 0.51878465 0.71299422 0.46625447 0.47327234 0.35631354 0.49965448 0.44441458 0.51901223 0.6133871 0.5873333 ] [-0.46068102] [ 0.36223254 0.60012531 0.46167713 0.61517707 0.39743468 0.52990519 0.39054397 0.51538543 0.53372705 0.47429604] [ 0.2859294] [ 0.72675275 0.62291359 0.58485383 0.35268489 0.39328793 0.29348681 0.52313134 0.75880021 0.72779192 0.31765697] [-0.49906205] [ 0.69816865 0.64583069 0.45061073 0.37568662 0.28488127 0.28365813 0.54277505 0.64212059 0.56580723 0.42752617] [ 0.12026933] [ 0.60099862 0.6075232 0.54489638 0.44822311 0.38088447 0.37051162 0.52077061 0.56244474 0.54431426 0.43154173] [ 0.31228618] [ 0.45042532 0.46027232 0.65752409 0.45916617 0.59024146 0.56840428 0.41928736 0.44179589 0.51592597 0.55781799] [-0.03747952] [ 0.35882733 0.52527741 0.50848916 0.39520428 0.41838159 0.50804039 0.3985753 0.47542151 0.45884578 0.3984016 ] [-0.20576195] [ 0.32726769 0.49556056 0.58076488 0.51741935 0.52921798 0.54346234 0.40047577 0.33162268 0.35610282 0.53142414] [-0.60941388] [ 0.3762067 0.39036136 0.57956453 0.47351778 0.34631008 0.51562101 0.47146963 0.52812653 0.51393436 0.36776246] [-0.32422482] [ 0.42731211 0.62256064 0.49258962 0.57997158 0.37285369 0.73245397 0.40448007 0.59685721 0.40851118 0.55116494] [-0.37085793] [ 0.31204254 0.64175619 0.44429813 0.6109514 0.35268324 0.54902771 0.37135107 0.41242678 0.51446246 0.49391232] [-0.19713502] [ 0.74557981 0.78615126 0.5072691 0.45172506 0.3925534 0.40160349 0.49066227 0.6760568 0.60056145 0.59142216] [ 0.26312212] [ 0.40820827 0.47081382 0.58449365 0.39131647 0.50896289 0.47642741 0.43422124 0.39660965 0.465176 0.47920899] [-0.27053478] [ 0.79437884 0.53260894 0.67127867 0.23848845 0.47818633 0.39848965 0.63173969 0.67070532 0.49210505 0.47724261] [ 0.24581284] [ 0.19487474 0.58149767 0.43136203 0.69623955 0.51862401 0.66654958 0.38905283 0.32977576 0.37988713 0.55527724] [-0.4523858] [ 0.67768851 0.53951573 0.52619314 0.5025542 0.42106839 0.46159786 0.3826019 0.59442526 0.43701304 0.36958014] [-0.52509568] [ 0.48671672 0.72560953 0.46020388 0.6013362 0.4501014 0.54740175 0.48088857 0.51205349 0.50730427 0.55823197] [ 0.09918408] [ 0.72240351 0.62633497 0.61685047 0.38196756 0.52129898 0.43223056 0.55521351 0.6179715 0.52251482 0.52170989] [-0.67354476] [ 0.42534159 0.6185471 0.42247339 0.64328691 0.34927314 0.37974259 0.37150731 0.46047479 0.38818575 0.47326195] [-0.02438537] [ 0.45837655 0.56733336 0.50831437 0.47390502 0.4825367 0.57677106 0.41045414 0.66720781 0.52906909 0.47979028] [ 0.1006984] [ 0.3148548 0.51300553 0.59008327 0.55908233 0.49545067 0.64907248 0.38696758 0.29324094 0.34885121 0.61592954] [-0.02595622] [ 0.75981989 0.42130199 0.59305832 0.32637662 0.34757854 0.21847945 0.45970721 0.62292419 0.43164864 0.3482718 ] [ 0.15592972] [ 0.39528432 0.5465431 0.43886524 0.58979312 0.38505305 0.39713873 0.4403393 0.46688446 0.53135183 0.45054644] [ 0.23920701] [ 0.30538812 0.66739832 0.50587797 0.55781489 0.45773961 0.72123871 0.37072751 0.35885895 0.4442017 0.69449353] [-0.71112092] [ 0.53070018 0.70933493 0.39482521 0.54162461 0.31175249 0.26731788 0.43022209 0.64004572 0.65566131 0.33200009] [-0.07774887] [ 0.45102357 0.69615268 0.51951425 0.45289448 0.65438936 0.59503245 0.33834906 0.49834113 0.42389986 0.78603322] [-0.27529621] [ 0.37285223 0.47015696 0.54491474 0.36977276 0.61901938 0.63869306 0.44099639 0.48205044 0.36769138 0.56741216] [ 0.17150114] [ 0.55952403 0.81117051 0.41001847 0.59638372 0.37227595 0.51528901 0.48895052 0.63762513 0.54536056 0.69263946] [ 0.18097042] [ 0.5047569 0.82255548 0.27695098 0.65669528 0.24989767 0.52210922 0.357304 0.48799065 0.61070693 0.67796475] Progress: 28.0% ... Training loss: 0.434 ... Validation loss: 0.693[-0.32988615] [ 0.55857952 0.66832669 0.4729482 0.54522455 0.25406797 0.41400842 0.5426964 0.59128604 0.6098734 0.4756052 ] [ 0.06741149] [ 0.45183793 0.59083567 0.33269857 0.4585946 0.38104135 0.47426133 0.42670451 0.58517364 0.45582814 0.3703035 ] [ 1.72542053] [ 0.56854683 0.64074605 0.33157827 0.66993838 0.35746347 0.2738286 0.58749938 0.68551704 0.63005545 0.47573766] [ 0.36610582] [ 0.45843012 0.47839223 0.58983214 0.41352389 0.49663861 0.46247944 0.45129656 0.47427497 0.56368376 0.39159736] [-0.35917351] [ 0.8142523 0.59793973 0.57609991 0.4500005 0.38932585 0.37396776 0.46497661 0.72057314 0.61079986 0.3414955 ] [ 0.5141499] [ 0.59160965 0.6973324 0.42706186 0.62862627 0.25529997 0.52515439 0.42501953 0.56059339 0.60120859 0.54704162] [ 1.02969993] [ 0.80083406 0.45782712 0.65638006 0.34635408 0.45441069 0.24114581 0.46522858 0.63550421 0.50758936 0.24242023] [-0.31868863] [ 0.44383 0.49835882 0.43672597 0.49412691 0.37871675 0.54644952 0.38212356 0.61155533 0.41448674 0.42337554] [-0.19146059] [ 0.37370518 0.65191855 0.41816405 0.6653387 0.4186882 0.65342646 0.48185917 0.63774247 0.58212948 0.45279513] [-0.71631799] [ 0.58324793 0.58301249 0.55545028 0.44701305 0.48306744 0.44829242 0.40258453 0.64719763 0.4800877 0.47922609] [-0.08828486] [ 0.55162411 0.50036968 0.57437602 0.4192845 0.4640755 0.5037434 0.43031736 0.60808515 0.4945304 0.49263964] [-0.04369808] [ 0.44447601 0.52749951 0.4890817 0.4904498 0.38394982 0.5533214 0.58889086 0.66049113 0.48606265 0.39041039] [ 0.15030555] [ 0.21332235 0.40608837 0.52241783 0.6515653 0.54276137 0.66160006 0.36531857 0.27938052 0.26929266 0.49131414] [ 0.64480707] [ 0.23110172 0.77217629 0.42169684 0.69063261 0.42069589 0.63669317 0.3516679 0.42177092 0.51175863 0.75944752] [-0.82394848] [ 0.53392777 0.7089398 0.39620715 0.53941607 0.30966515 0.26443604 0.43247331 0.64407198 0.65773839 0.32861167] [-0.74905588] [ 0.55246996 0.72197695 0.40045641 0.65007927 0.47560975 0.48570146 0.46542579 0.47273266 0.4701022 0.52714876] [-0.63271557] [ 0.47616672 0.64159066 0.40181781 0.56568074 0.3889545 0.39473223 0.51603842 0.55337421 0.60078936 0.33132608] [-0.26757306] [ 0.69616962 0.62827099 0.56524517 0.33203213 0.34741627 0.2563923 0.61763349 0.6449565 0.62089599 0.37381049] [-0.1207524] [ 0.43808452 0.69489863 0.40784967 0.71257332 0.27972959 0.4405753 0.50937589 0.70940812 0.5393215 0.53528116] [-0.55369629] [ 0.46953326 0.47407349 0.61776098 0.48686229 0.37550368 0.53530983 0.42630187 0.52002314 0.47257896 0.42355378] [-0.73931777] [ 0.56595611 0.77205626 0.53188243 0.40204316 0.44625677 0.65740744 0.56360121 0.53891023 0.65384448 0.65682751] [ 0.45308674] [ 0.67126087 0.36866817 0.69478 0.23105979 0.33244963 0.31919465 0.56197683 0.69574656 0.50459168 0.24878197] [ 0.91791145] [ 0.64165486 0.71782455 0.58467571 0.46242293 0.38850847 0.54636098 0.4832773 0.62315099 0.67410457 0.56251666] [-0.54534774] [ 0.44701823 0.47448779 0.60554973 0.39539657 0.49927186 0.41077159 0.48988217 0.56347117 0.47503317 0.46355114] [ 0.36484298] [ 0.38622203 0.49675177 0.60279107 0.40382782 0.46591934 0.58343393 0.50464354 0.48065922 0.48744222 0.48466894] [ 0.04635244] [ 0.82283074 0.37728463 0.60375255 0.25543327 0.41524808 0.28127231 0.66318245 0.6912439 0.48803169 0.23258584] [ 0.0617189] [ 0.3143406 0.45908118 0.52284086 0.4303738 0.4639854 0.63433661 0.33173722 0.40918816 0.34794927 0.47758264] [-0.61070308] [ 0.63833247 0.61143628 0.50096431 0.56654957 0.27789653 0.36633528 0.484841 0.52900845 0.56333174 0.45463053] [-0.47564924] [ 0.47176637 0.78068315 0.38273104 0.6082843 0.3629289 0.47040144 0.40609525 0.3687358 0.53942576 0.63047161] [-0.39825289] [ 0.6441296 0.5281739 0.630443 0.34697735 0.48442664 0.36447472 0.42917646 0.70258265 0.42905731 0.42107951] [ 0.78287692] [ 0.69864628 0.62462333 0.5030285 0.31355216 0.33964485 0.19268922 0.42307284 0.57332626 0.59864914 0.28601425] [ 0.43650777] [ 0.33669856 0.5385332 0.53413356 0.52150904 0.38278432 0.55107867 0.44434664 0.47660447 0.48129666 0.42184167] [ 0.22494268] [ 0.57442837 0.27945677 0.6857735 0.25818808 0.54102803 0.34118109 0.40104823 0.47058751 0.37769944 0.32051036] [ 0.20452802] [ 0.28800976 0.56903025 0.39788488 0.64401531 0.48796411 0.640809 0.47369621 0.6390692 0.48588761 0.588879 ] [-0.44697672] [ 0.40046829 0.71621787 0.38214003 0.53691736 0.42461757 0.57485969 0.34042136 0.54966439 0.52047205 0.64855849] [-0.28531043] [ 0.7600278 0.81232906 0.51790619 0.3306677 0.37402966 0.42355502 0.59016397 0.65270464 0.61972867 0.61737526] [-0.41604388] [ 0.33533863 0.5798413 0.45169902 0.54940922 0.41200541 0.56768176 0.41310481 0.42488208 0.52027352 0.47686382] [ 0.67102283] [ 0.51132662 0.67505936 0.49131357 0.56985068 0.46408231 0.56053109 0.40490774 0.4846783 0.65682915 0.5002936 ] [-0.55147986] [ 0.51600113 0.56845234 0.47219385 0.48655478 0.35708892 0.41559052 0.43325138 0.53023611 0.53621163 0.41684001] [-0.2635298] [ 0.31377027 0.47863874 0.55653644 0.39703906 0.52528147 0.63769607 0.49549988 0.33148773 0.49901846 0.55599494] [ 0.26401979] [ 0.35530373 0.39068181 0.69087896 0.49386889 0.49610624 0.71718669 0.38889038 0.44677258 0.44606542 0.56864988] [-0.29758147] [ 0.39159074 0.47661609 0.6243496 0.31512069 0.54261107 0.68773911 0.47986652 0.59327849 0.43760791 0.50566859] [ 0.60529708] [ 0.74739035 0.53636057 0.59866693 0.31327539 0.3945163 0.39273547 0.60513118 0.7457693 0.43093604 0.4023232 ] [ 0.08516506] [ 0.55257875 0.49303854 0.59905575 0.51888257 0.34207844 0.52469989 0.46303667 0.60357491 0.51248217 0.41579577] [-0.45365831] [ 0.59315786 0.5463414 0.56277052 0.27434735 0.49118227 0.50056976 0.5015247 0.69324086 0.54702972 0.50353 ] [ 0.07299374] [ 0.34038282 0.70557982 0.3220378 0.54168421 0.37358579 0.57485673 0.40895218 0.43860693 0.5753112 0.49202317] [ 0.13757856] [ 0.47651493 0.84675438 0.46259844 0.64551565 0.38377093 0.6484791 0.48612262 0.57339806 0.6200581 0.73290803] [-1.12197396] [ 0.67481783 0.65567676 0.50146923 0.50545164 0.41228812 0.41998785 0.46742854 0.59316812 0.43735083 0.55437881] [-0.23150985] [ 0.42544009 0.66846069 0.4711852 0.54319611 0.33375192 0.64758695 0.4486566 0.52857678 0.59115663 0.61580839] [-0.2198653] [ 0.41534888 0.26496901 0.70008345 0.37713753 0.46891943 0.4913925 0.48588748 0.55973556 0.30421762 0.37932297] [-0.05836876] [ 0.48089275 0.29888539 0.70446543 0.30523867 0.48337256 0.40235058 0.41980966 0.39302943 0.38417471 0.31198723] [-0.52850374] [ 0.56677267 0.66229074 0.51750187 0.52763745 0.40614002 0.48930208 0.44573445 0.58189129 0.5435391 0.47542901] [-0.31357465] [ 0.38484165 0.54210386 0.3462204 0.6139064 0.37820171 0.66256726 0.35973785 0.63777034 0.42004858 0.45840815] [-0.09278366] [ 0.29063424 0.59819285 0.50420011 0.69418369 0.40217948 0.59612737 0.33562231 0.33849904 0.42091243 0.54628263] [-0.44910762] [ 0.50049914 0.66645245 0.55063779 0.52372504 0.47605075 0.62562829 0.49957764 0.49540465 0.55352542 0.69781619] [ 0.92137835] [ 0.65062204 0.58638149 0.51266854 0.55300744 0.34890372 0.56456199 0.45125992 0.58640079 0.53864425 0.48834165] [ 0.00715932] [ 0.3533446 0.47154118 0.49064794 0.6294298 0.41627915 0.57506556 0.34739241 0.46130921 0.48858147 0.55913361] [-0.22854722] [ 0.33920355 0.54506065 0.51091164 0.64973453 0.43058964 0.62505364 0.4123479 0.51882212 0.59350823 0.42645619] [ 1.03865772] [ 0.61499797 0.38420782 0.54122503 0.30747829 0.37631466 0.25343642 0.45792273 0.53068615 0.40948396 0.24267482] [-0.6783554] [ 0.50255413 0.71596787 0.34095473 0.49653563 0.50491008 0.46350465 0.39572275 0.56664152 0.46021098 0.65650166] [ 0.79009507] [ 0.63210468 0.4398385 0.60606865 0.41191067 0.38471309 0.45387954 0.57285651 0.73362097 0.39907996 0.38313435] [ 0.0388226] [ 0.35714816 0.26886047 0.63680861 0.42668161 0.55427445 0.71682872 0.40070151 0.32332038 0.26567183 0.48935695] [-0.22070677] [ 0.53477816 0.72370346 0.46866595 0.53932169 0.35751812 0.40013233 0.41492207 0.5437918 0.57540322 0.41234948] [ 1.28448803] [ 0.80438822 0.59883597 0.63049415 0.23737772 0.41824052 0.30894739 0.61384558 0.71623135 0.54115196 0.47485861] [ 0.59073851] [ 0.59815711 0.70692145 0.44271419 0.47081527 0.4060568 0.50284186 0.57223277 0.65019549 0.57941456 0.50060429] [-0.69682856] [ 0.55880441 0.68428973 0.46692895 0.51977578 0.28504102 0.42176311 0.44304573 0.6653615 0.54624574 0.35758012] [ 0.23411434] [ 0.42402331 0.56535587 0.36312964 0.51277607 0.31575193 0.56221695 0.42911323 0.41744074 0.50776077 0.4594329 ] [ 0.42514425] [ 0.80820853 0.45058413 0.61231496 0.26996418 0.41499517 0.24349411 0.54923312 0.62789569 0.46471793 0.2542751 ] [ 1.47547402] [ 0.60003339 0.49920293 0.54958153 0.33823727 0.43151947 0.48702202 0.47457918 0.70553109 0.57250462 0.35944758] [-0.55318023] [ 0.41979593 0.30169984 0.62901444 0.4926513 0.40256514 0.49972178 0.47936083 0.50335413 0.38456741 0.26758109] [-0.09874396] [ 0.51317317 0.66849574 0.43823479 0.65544373 0.42608169 0.45762279 0.402083 0.67004111 0.54379732 0.47052451] [ 0.71542719] [ 0.62862468 0.45807105 0.63350899 0.39765833 0.40842601 0.29331144 0.51130683 0.62348159 0.47089695 0.26710173] [-0.23502517] [ 0.24484061 0.30119835 0.5986575 0.66507581 0.43646681 0.68078773 0.4480153 0.4127059 0.43736942 0.37396355] [-0.92596073] [ 0.67165055 0.73076071 0.50033158 0.5017025 0.35462664 0.42183818 0.48790075 0.65270529 0.61939098 0.44430496] [ 0.70645769] [ 0.39037297 0.69865275 0.35921667 0.669381 0.26339427 0.46889973 0.47083721 0.52914769 0.58775888 0.51644931] [ 1.14230584] [ 0.6697908 0.55352189 0.5969174 0.52281101 0.43299428 0.43405389 0.43229499 0.67685385 0.42687519 0.39040928] [-0.56772711] [ 0.712884 0.6243093 0.44450688 0.32136406 0.41915339 0.47595035 0.52406284 0.6292697 0.43804464 0.44508151] [-0.4207057] [ 0.66661836 0.58313351 0.45460741 0.37433146 0.29205263 0.46398102 0.47796284 0.54531898 0.49730501 0.4371369 ] [-0.13141324] [ 0.68569968 0.64321226 0.57867638 0.1932869 0.41458232 0.26578538 0.52137075 0.70450592 0.64561541 0.38178208] [ 0.29820685] [ 0.65095144 0.73247582 0.55542607 0.45112022 0.35123973 0.48725979 0.55621361 0.61384782 0.65108686 0.4854476 ] [ 0.19458757] [ 0.53635624 0.20975054 0.64658829 0.3248264 0.56367696 0.49951076 0.49995028 0.66019158 0.32999813 0.52272105] [-0.40048777] [ 0.36401818 0.71006163 0.45836376 0.60892114 0.34962629 0.56249228 0.37316262 0.50838321 0.52487652 0.57268774] [-0.42430552] [ 0.788359 0.55662962 0.48149709 0.47426224 0.31945363 0.27624398 0.57602526 0.73245554 0.45405994 0.50918407] [-0.73325524] [ 0.48233336 0.66412775 0.46419043 0.62877469 0.43644861 0.46282746 0.46828226 0.55741602 0.6460241 0.39520484] [ 0.19578216] [ 0.39114981 0.63689225 0.47529862 0.53713599 0.45132564 0.60045915 0.44107876 0.60778183 0.59442565 0.55596095] [-0.16529893] [ 0.26142631 0.5069914 0.43718081 0.48194935 0.44879906 0.48924278 0.48330986 0.47609351 0.4771385 0.39395527] [-0.29674589] [ 0.3392619 0.32878166 0.60257121 0.42667363 0.62018728 0.70087444 0.51487148 0.56243547 0.42288709 0.61369269] [-0.46199106] [ 0.39992707 0.45043673 0.62672086 0.34029502 0.55908799 0.53749973 0.42384528 0.44715931 0.48786474 0.52310863] [ 0.5125262] [ 0.50814817 0.76695158 0.37736661 0.65012148 0.21692893 0.36016442 0.40652119 0.55677811 0.70076997 0.41193629] [-0.58548438] [ 0.5228948 0.27499622 0.70276019 0.29741429 0.51609736 0.3959447 0.42750231 0.49964407 0.36686319 0.34167206] [-0.78454343] [ 0.73070044 0.61296478 0.56555213 0.34563252 0.39917919 0.31340654 0.46867081 0.63553455 0.64465136 0.4142124 ] [-0.35660053] [ 0.51886708 0.65418624 0.4206044 0.60658682 0.3644461 0.32916681 0.54002428 0.6323249 0.56961227 0.63310961] [-0.37649939] [ 0.60456565 0.49387468 0.55365116 0.39566051 0.44631006 0.54905542 0.48046869 0.70803069 0.6506943 0.37507439] [-0.26088887] [ 0.73823579 0.68683324 0.48941887 0.56022438 0.30053379 0.22488212 0.52117698 0.5840152 0.72311035 0.43235201] [-0.73662769] [ 0.56381982 0.56063976 0.51475607 0.54717665 0.31352199 0.38495303 0.32317185 0.50464208 0.43522727 0.39006849] [-0.64667584] [ 0.45290003 0.71607787 0.50289568 0.65478668 0.44037913 0.5752784 0.38232751 0.5310782 0.65337375 0.52701772] [-0.398036] [ 0.61218091 0.58197161 0.4398168 0.42931965 0.39197178 0.55404679 0.45390421 0.73352609 0.62477618 0.45250064] [-0.00375726] [ 0.49618824 0.54851917 0.53868868 0.53691837 0.43794262 0.67678081 0.43201833 0.5904499 0.37646693 0.50743066] [ 0.55609823] [ 0.75885014 0.67808686 0.48120753 0.34452496 0.22073952 0.31390206 0.51114571 0.67214525 0.63005143 0.39372002] [-0.17090194] [ 0.34215339 0.206374 0.75621325 0.35312702 0.57015643 0.61592463 0.50656054 0.37760423 0.27231462 0.48589512] [-0.77127272] [ 0.58023426 0.52217959 0.56501729 0.44740388 0.52370448 0.57425687 0.53514894 0.54414013 0.41594988 0.48889978] [ 1.24611257] [ 0.71361219 0.71968229 0.54314914 0.46184921 0.41109436 0.29544821 0.46595692 0.75680795 0.61019834 0.39324938] [-0.21913705] [ 0.52626546 0.68915935 0.46966215 0.5375308 0.26461491 0.35196839 0.39494177 0.65704811 0.56846991 0.42226523] [ 0.95022185] [ 0.65601067 0.60168704 0.44375917 0.50833173 0.28011634 0.25278895 0.51529395 0.51225179 0.66767937 0.24037202] [ 0.07737457] [ 0.27991329 0.49094654 0.56301963 0.60750864 0.4259622 0.7163522 0.39067959 0.46629534 0.51680745 0.53730462] [-0.2350354] [ 0.44112071 0.45799283 0.54396221 0.39061857 0.50971586 0.51995904 0.46159148 0.38446034 0.39387008 0.48995335] [-0.08365168] [ 0.30085804 0.56669545 0.53558451 0.73187656 0.38005145 0.6905817 0.32564018 0.3797683 0.46678705 0.51463651] [ 0.84046269] [ 0.50730163 0.44259907 0.52635771 0.37253237 0.39668641 0.55268042 0.44621371 0.58016202 0.48696571 0.35113165] [ 0.56311997] [ 0.52476805 0.68609556 0.41185961 0.5122904 0.24553867 0.44644521 0.50571388 0.63227298 0.57316104 0.34074986] [-0.58656468] [ 0.37931154 0.54448369 0.53601156 0.64168544 0.42227542 0.49192296 0.34211374 0.51859155 0.45447655 0.40346777] [-0.12726839] [ 0.34372497 0.57958959 0.57136757 0.43587573 0.57983205 0.68643555 0.42784561 0.37918191 0.55750337 0.65759988] [ 0.07786831] [ 0.64248519 0.48517614 0.60075242 0.31926206 0.41300182 0.37225283 0.4952939 0.65640616 0.53239253 0.37250122] [-0.46672855] [ 0.45348331 0.56366536 0.45272281 0.5222074 0.55630758 0.52629502 0.52051005 0.39505612 0.38168135 0.55290416] [ 0.41202756] [ 0.32570591 0.49077926 0.45138851 0.63426315 0.31798747 0.5063975 0.49196564 0.43487559 0.51154486 0.4516293 ] [-0.51799088] [ 0.6857728 0.64804146 0.50411837 0.46995295 0.33203979 0.48541672 0.38338392 0.56393565 0.60060888 0.48119659] [-1.34143127] [ 0.60098436 0.5480576 0.55983541 0.40445014 0.31442816 0.28130111 0.45915435 0.62668148 0.41065049 0.33884829] [-0.29927197] [ 0.58112674 0.48282527 0.56514461 0.45543438 0.49363195 0.61981054 0.51423545 0.5736842 0.38320514 0.56822849] [-0.38189466] [ 0.31136759 0.48548258 0.43748442 0.56744935 0.50888968 0.61026616 0.34090291 0.52095191 0.47128688 0.52455468] [-0.5711575] [ 0.49413963 0.65980485 0.51618618 0.36285376 0.50963205 0.4380564 0.45831772 0.56723886 0.68520608 0.6476945 ] [-0.27501464] [ 0.81142218 0.51593283 0.60915766 0.29156473 0.41854999 0.40759086 0.52307559 0.76098958 0.54627213 0.381639 ] [-0.31123586] [ 0.64347503 0.50917687 0.54559639 0.42291262 0.4726127 0.49657721 0.45602282 0.66486706 0.53329821 0.44799572] [-0.9557319] [ 0.59127533 0.58636255 0.53734705 0.62517177 0.54132664 0.4793478 0.5046171 0.52729512 0.60514067 0.35117346] [-0.59555278] [ 0.48954111 0.75136412 0.41641932 0.66611925 0.30249912 0.65952759 0.31364501 0.64387325 0.61805355 0.5880119 ] [-0.6440148] [ 0.61302221 0.63312415 0.53343209 0.44645385 0.42732242 0.43639764 0.38864352 0.63814037 0.61973869 0.45883636] [-0.43782771] [ 0.34503741 0.46519574 0.59969175 0.48300805 0.44422197 0.54736449 0.37280452 0.42873694 0.43066352 0.47153751] [-0.21068322] [ 0.47862868 0.37382385 0.57857933 0.34113181 0.45414876 0.4510948 0.50088781 0.5612662 0.37908842 0.35621125] [ 0.3088485] [ 0.6714718 0.55265384 0.54399267 0.48570229 0.47253329 0.34038695 0.56711172 0.56470892 0.60883599 0.31310264] [ 0.04792478] [ 0.25295295 0.53526494 0.53320277 0.67107571 0.31003905 0.46016201 0.38899611 0.58165762 0.46146526 0.42036391] Progress: 28.3% ... Training loss: 0.431 ... Validation loss: 0.702[ 0.11291309] [ 0.52526578 0.63338098 0.54517157 0.38801184 0.37120761 0.46142884 0.60870297 0.58670899 0.59991885 0.53631184] [ 2.38862297] [ 0.69577494 0.50780957 0.55198819 0.28646503 0.24268974 0.22067941 0.52485031 0.74497644 0.51979361 0.25187914] [ 0.92980755] [ 0.46528045 0.62866037 0.45002657 0.40442596 0.40249473 0.52321212 0.39510783 0.54376271 0.57849214 0.43879241] [ 0.4993609] [ 0.34834612 0.50381675 0.57821773 0.44222716 0.4512833 0.61539811 0.50076618 0.58715162 0.34224506 0.47249635] [ 0.04763131] [ 0.31426506 0.47408812 0.41038907 0.45296878 0.52297074 0.65691381 0.3744242 0.32769689 0.32217581 0.55703447] [ 2.0300925] [ 0.77853872 0.44771675 0.60525514 0.30687366 0.46079568 0.19045489 0.53451187 0.70996672 0.51798703 0.27740047] [-0.10606624] [ 0.33618838 0.47172739 0.40279241 0.59434722 0.46546934 0.7038721 0.3206832 0.57506555 0.41558123 0.39820369] [-1.0564372] [ 0.63127065 0.50364958 0.59900401 0.36320075 0.48030672 0.40344925 0.52044456 0.60318258 0.36159297 0.40521687] [-0.37087626] [ 0.4947435 0.68825377 0.41415684 0.56952523 0.53893461 0.65070883 0.48471739 0.51932345 0.42488514 0.54678764] [ 0.73728802] [ 0.65127492 0.70495364 0.45221391 0.50774809 0.35509364 0.26264199 0.47374165 0.57645388 0.6288451 0.38067171] [-0.13612329] [ 0.34847182 0.52037356 0.43215854 0.43875409 0.53030747 0.66889681 0.31777686 0.48840372 0.32849494 0.5702278 ] [-0.20169485] [ 0.50648681 0.40351848 0.53973659 0.35055953 0.46890839 0.52838727 0.41974138 0.45600327 0.32941568 0.42379586] [ 0.61702303] [ 0.74314368 0.65652626 0.50917874 0.40320931 0.28591477 0.36626646 0.4729171 0.55387702 0.65412369 0.42943589] [ 0.14413321] [ 0.78098322 0.51332349 0.58177272 0.33450927 0.3350407 0.24539851 0.45719551 0.62959228 0.47591396 0.39054294] [ 0.21949771] [ 0.70973897 0.62538392 0.52578605 0.52183867 0.2741073 0.37159007 0.40827792 0.6135132 0.63749215 0.37903859] [-0.72394978] [ 0.53374253 0.46794577 0.58302001 0.43320456 0.55211063 0.55324173 0.50576307 0.4434255 0.43560565 0.46195785] [ 0.09995414] [ 0.31852207 0.67923908 0.44329563 0.58360857 0.45883509 0.63960095 0.36094649 0.53417934 0.57380777 0.67993734] [-0.84657447] [ 0.62640468 0.63782426 0.55995967 0.48980253 0.44185162 0.48926332 0.45217485 0.65549887 0.55595497 0.44616759] [ 0.68572153] [ 0.43899368 0.61352691 0.44405612 0.53582186 0.31259154 0.41073594 0.47449864 0.66760089 0.52300612 0.3563338 ] [ 1.27142604] [ 0.53359766 0.76514834 0.4220404 0.62639794 0.39240928 0.51488277 0.46645374 0.59024367 0.54972772 0.50160627] [ 0.25351123] [ 0.27420156 0.59107157 0.49347932 0.65046306 0.53353964 0.62596151 0.39704212 0.41605857 0.5649667 0.52726176] [ 1.7858414] [ 0.70947296 0.61764687 0.60152115 0.38278219 0.36737527 0.3179092 0.52832606 0.74840723 0.63031916 0.32647778] [-0.07411816] [ 0.51316479 0.62836875 0.44327487 0.57439415 0.31861849 0.46445319 0.39700469 0.50218494 0.53496281 0.52531486] [-0.122037] [ 0.46729671 0.67503657 0.4956636 0.57422995 0.28051442 0.58151916 0.44634118 0.50138065 0.53955016 0.53034661] [-0.33625682] [ 0.48284598 0.56398764 0.56167995 0.47153855 0.44649504 0.58634717 0.51130182 0.57568286 0.41107231 0.47462617] [-0.70242126] [ 0.52190223 0.64368023 0.46484274 0.57672353 0.28034382 0.43672676 0.40843444 0.46839803 0.61848853 0.4436948 ] [ 0.02884113] [ 0.36929648 0.75054052 0.4143051 0.73320822 0.40599114 0.66591653 0.36022537 0.48015042 0.63014579 0.59091307] [-0.11198677] [ 0.34945983 0.37586205 0.6333654 0.47944372 0.48363453 0.62382976 0.41770825 0.45021921 0.38036577 0.53317105] [ 0.51633513] [ 0.70390158 0.54150344 0.51315188 0.36744631 0.38485108 0.27883311 0.62187825 0.65978876 0.58189675 0.26465954] [-0.88162742] [ 0.5239443 0.64756573 0.40740919 0.52483754 0.40197095 0.5748108 0.36752344 0.70561629 0.44780344 0.47335352] [-0.53722711] [ 0.36889334 0.3916337 0.57012506 0.47265767 0.51482747 0.49829501 0.4548146 0.39799091 0.4656246 0.3653896 ] [ 0.12485183] [ 0.51460088 0.62421058 0.54228133 0.48836354 0.30448374 0.4402238 0.50897877 0.71443559 0.4860139 0.35985684] [-0.82831723] [ 0.73733588 0.64798864 0.52116353 0.31999108 0.27502267 0.22952921 0.51329815 0.69106449 0.58795808 0.33060576] [-0.56012904] [ 0.42336266 0.46932253 0.52767395 0.4688134 0.5523495 0.57977833 0.56617957 0.47889764 0.46083325 0.4297837 ] [-0.09103324] [ 0.51642621 0.57585563 0.6118582 0.53644839 0.53511609 0.47801079 0.44424754 0.47638625 0.5989839 0.46301078] [-0.00090338] [ 0.57181994 0.69403251 0.43266567 0.52083282 0.40265467 0.48548577 0.41017306 0.70424364 0.6045872 0.63596228] [-0.37132272] [ 0.37636027 0.57559517 0.40581416 0.54052101 0.31986239 0.46055261 0.46368253 0.56380914 0.52459452 0.45712289] [ 0.04052559] [ 0.6206199 0.64411075 0.5047992 0.59495081 0.47520956 0.37189795 0.52144305 0.5878807 0.58473576 0.53743962] [-0.802961] [ 0.69081383 0.57016351 0.48794631 0.41706733 0.43914623 0.38236232 0.45579451 0.5740088 0.51974546 0.30819929] [-0.14780557] [ 0.25153447 0.55812319 0.38231817 0.51400588 0.53569572 0.53697825 0.39240673 0.33340968 0.38570669 0.47874085] [-0.17691277] [ 0.2206236 0.27738523 0.48168544 0.6138758 0.54677799 0.64440558 0.4422458 0.43404238 0.260625 0.35096544] [ 0.37494051] [ 0.26668188 0.6350734 0.40350102 0.70921038 0.45528279 0.73312817 0.39458182 0.3817228 0.44551685 0.63993051] [ 0.40429031] [ 0.55740009 0.65291591 0.49199014 0.51415447 0.23611078 0.37231506 0.4601476 0.59862148 0.5681576 0.41484107] [-0.76805908] [ 0.60730975 0.76709385 0.35576255 0.57040922 0.4083606 0.51721714 0.43541869 0.6312157 0.57972759 0.41393241] [ 0.32564805] [ 0.26871972 0.55656065 0.53596207 0.56297434 0.52561797 0.7427498 0.33772117 0.39687812 0.41062727 0.69144728] [ 0.48260235] [ 0.17230008 0.56222887 0.45233025 0.61931886 0.48584529 0.80192664 0.37020452 0.31646451 0.54003384 0.65980565] [ 1.30132334] [ 0.6896538 0.56729133 0.54329309 0.37954435 0.28409746 0.29352324 0.4262953 0.58265598 0.54402201 0.32526726] [-0.7291335] [ 0.71675428 0.47175615 0.47617346 0.35299784 0.323589 0.44840322 0.47355567 0.75071962 0.39164751 0.27021849] [-0.47623513] [ 0.60069666 0.47985223 0.61600701 0.28267861 0.46610707 0.3386723 0.47424403 0.48293759 0.37601093 0.46564359] [-0.84588129] [ 0.48129084 0.72617166 0.42074783 0.57857694 0.30338961 0.35554263 0.36573865 0.60705192 0.55457052 0.43751405] [-0.17473187] [ 0.37539141 0.47550594 0.55320332 0.38597707 0.45523017 0.54341951 0.48225766 0.39839423 0.53420233 0.44313363] [ 0.60716034] [ 0.81204672 0.7978921 0.54055645 0.39114394 0.33312902 0.38217669 0.57627667 0.68765359 0.67808381 0.5345477 ] [-0.8780092] [ 0.60994899 0.64604184 0.58193647 0.44438753 0.41951218 0.54946052 0.50458696 0.57832563 0.50580394 0.48267601] [-0.18313772] [ 0.55167437 0.27088857 0.65550523 0.20919631 0.50843518 0.40122596 0.5138522 0.52850748 0.3691847 0.30205369] [ 0.81015583] [ 0.69792279 0.64637561 0.5907101 0.40204233 0.34352564 0.53177932 0.5236099 0.58738446 0.50723375 0.47556317] [ 0.63314927] [ 0.33131434 0.4822499 0.57582813 0.49826393 0.45018948 0.69391563 0.43238981 0.49805382 0.48347055 0.51460688] [ 1.02006508] [ 0.3945247 0.52048043 0.50487794 0.41090149 0.43842848 0.62091352 0.51470871 0.52688808 0.33102662 0.40489092] [ 0.08361161] [ 0.25108695 0.54878412 0.4236267 0.72752454 0.41157111 0.68533675 0.34345911 0.37502242 0.44467383 0.52264675] [ 0.08542209] [ 0.407407 0.6883201 0.4289151 0.67100565 0.24150824 0.57104743 0.34718215 0.51670792 0.50982958 0.56225471] [-0.23471654] [ 0.40270301 0.72510908 0.42006224 0.71517813 0.35744636 0.56624359 0.30154663 0.54191635 0.55016068 0.67199568] [-0.39996689] [ 0.5443722 0.63330923 0.48161302 0.64753548 0.52474214 0.64897095 0.46532382 0.57009762 0.50923943 0.49522231] [-0.0493793] [ 0.33636625 0.74342466 0.39135979 0.73714458 0.40181614 0.70851124 0.45660084 0.55283785 0.59383741 0.60218296] [-0.20656096] [ 0.46249203 0.38472241 0.70060595 0.38159959 0.51021912 0.53878956 0.42700435 0.48711072 0.44628808 0.60707756] [-0.35109722] [ 0.42877743 0.51544985 0.48669221 0.58461708 0.43459705 0.65373806 0.35602801 0.62537317 0.46521361 0.60594105] [-1.43550465] [ 0.71993666 0.37026875 0.67639347 0.1527758 0.54851265 0.36092697 0.63458 0.72340095 0.37980154 0.33822522] [ 0.15286442] [ 0.35348478 0.60823842 0.46980906 0.64383271 0.34350655 0.67705658 0.341134 0.57558969 0.54153979 0.53917542] [ 1.71198498] [ 0.58954014 0.6376333 0.48758171 0.49977211 0.32051383 0.49613514 0.41928805 0.71642679 0.6465183 0.43467777] [-0.38828263] [ 0.48835426 0.42865424 0.63972157 0.43913825 0.51487772 0.52878959 0.415817 0.3940164 0.31258819 0.61524845] [-0.54651381] [ 0.49495946 0.39985192 0.6606405 0.4651139 0.38005908 0.41024077 0.53527024 0.56797712 0.45570921 0.35408005] [ 0.10264733] [ 0.77682467 0.58617106 0.51279357 0.25146564 0.35020748 0.18483328 0.48363778 0.64932718 0.57610953 0.27457534] [-0.55984448] [ 0.70459847 0.58422817 0.60329682 0.30680612 0.41799373 0.31678663 0.49304316 0.60039594 0.56842934 0.44416019] [-0.52106391] [ 0.79966125 0.59496119 0.51270985 0.35002954 0.35114358 0.15380344 0.45466344 0.68344534 0.511648 0.4220955 ] [ 0.60908876] [ 0.43648357 0.55072068 0.45528155 0.53790957 0.39234958 0.44596557 0.42302484 0.59634996 0.59185613 0.46122672] [ 0.68553979] [ 0.56542154 0.68491574 0.36831548 0.55458681 0.26284815 0.37038444 0.51830831 0.54576885 0.67756678 0.36327053] [ 0.81016611] [ 0.52550156 0.66380732 0.38090916 0.53600423 0.33373498 0.27711528 0.49530891 0.55639343 0.58553043 0.64107232] [ 2.036794] [ 0.67900565 0.80077559 0.46481917 0.49044381 0.40817852 0.37518242 0.59024921 0.6469354 0.73168031 0.37382638] [ 0.97218179] [ 0.42254525 0.57530362 0.45018901 0.44214785 0.3425124 0.35731119 0.42958275 0.42190728 0.54061941 0.38743489] [-0.087857] [ 0.62122012 0.50884814 0.63210674 0.53039763 0.47198517 0.5949077 0.40229836 0.64795839 0.41062078 0.42138698] [ 0.43018739] [ 0.62995932 0.71292349 0.52036036 0.34952621 0.35849303 0.42484455 0.6193469 0.6044234 0.62858395 0.55867109] [ 0.39829065] [ 0.44292634 0.43260252 0.57805051 0.51754945 0.48979831 0.62642459 0.32095942 0.56598836 0.48866077 0.44537786] [-0.48903639] [ 0.54046637 0.80626046 0.40537344 0.55232762 0.45861269 0.63073263 0.41328299 0.59500411 0.57352413 0.65271068] [-0.54766157] [ 0.55633047 0.78272222 0.50861598 0.55669683 0.37197987 0.57632024 0.511219 0.6265295 0.59266167 0.58613816] [-0.51141685] [ 0.78917107 0.5474131 0.53356251 0.33140853 0.35834781 0.19943879 0.43922989 0.64905139 0.55619312 0.36636728] [ 2.83713632] [ 0.67418588 0.53589471 0.47760338 0.43947955 0.35890884 0.23145536 0.51740541 0.71992726 0.49893022 0.20713175] [-0.12677754] [ 0.3801948 0.31432731 0.6317069 0.29804484 0.5016176 0.41870546 0.49872509 0.40680191 0.47047409 0.29026607] [ 0.21174419] [ 0.32778554 0.61126925 0.2644945 0.57245193 0.37495185 0.76250392 0.35038086 0.59351851 0.41783678 0.45742511] [-1.05995876] [ 0.48644792 0.6521068 0.33278979 0.62415076 0.31716213 0.47053609 0.49211303 0.75192163 0.50587431 0.33128178] [ 0.28601042] [ 0.53479665 0.20978579 0.64636505 0.32546765 0.56400485 0.50124789 0.49947329 0.65849201 0.3297012 0.52441639] [ 0.17257304] [ 0.48706587 0.74743581 0.40739605 0.67253063 0.27255164 0.45971579 0.51086201 0.69091773 0.62116636 0.46768284] [ 0.57409186] [ 0.20601281 0.63630287 0.42662318 0.62673254 0.44679603 0.68107496 0.31863895 0.43000746 0.38911251 0.64247382] [-0.13137305] [ 0.44041004 0.55290372 0.43617829 0.5692925 0.4194602 0.44048575 0.47554858 0.53652919 0.464833 0.45366662] [-0.60840002] [ 0.47216264 0.76859 0.32898116 0.58193191 0.37783305 0.48894372 0.30216999 0.57684416 0.54444117 0.59089914] [-0.14856711] [ 0.60902354 0.46345008 0.49638162 0.43320394 0.37718925 0.41070736 0.50002953 0.69207401 0.45007705 0.30196487] [-0.43838211] [ 0.64218272 0.49604556 0.59392274 0.29647206 0.42657501 0.40199504 0.50890666 0.63979881 0.57853615 0.41450136] [-0.15771374] [ 0.65538376 0.52185109 0.60775747 0.34479333 0.43724531 0.41757852 0.42925689 0.60063219 0.52913321 0.46281939] [-0.19442196] [ 0.4823016 0.68882393 0.39929029 0.53467783 0.34016512 0.55520599 0.34084539 0.55691061 0.56672914 0.51155657] [-0.27956084] [ 0.64453475 0.3423024 0.63760619 0.34029598 0.45085047 0.45400758 0.53104526 0.64465847 0.29345609 0.40097892] [-1.14750281] [ 0.77945982 0.3555599 0.62757935 0.33094558 0.46961793 0.31828676 0.58515049 0.67425692 0.46769238 0.40736506] [ 0.00852257] [ 0.36079758 0.45380224 0.44310231 0.52163881 0.50876246 0.7595894 0.39610658 0.5951799 0.48143884 0.48795627] [ 0.11007532] [ 0.3847285 0.65376608 0.36229296 0.64906761 0.37286181 0.52757905 0.43087447 0.61521459 0.50915861 0.48272546] [ 0.09792335] [ 0.45225838 0.57122278 0.4214695 0.47115803 0.48479751 0.6970221 0.39133517 0.56311806 0.50211995 0.50287006] [ 0.51587043] [ 0.55007085 0.66899776 0.4685259 0.58860679 0.23943481 0.38250858 0.50964846 0.80040636 0.56296153 0.33300712] [ 0.1208439] [ 0.54954739 0.8253775 0.3322597 0.4840061 0.33362124 0.52472641 0.4499702 0.53414246 0.6440314 0.70802031] [ 1.45107603] [ 0.70157309 0.61179683 0.47906657 0.51121029 0.25634147 0.33014399 0.40767239 0.55964063 0.63324562 0.34440819] [ 0.01897314] [ 0.68281637 0.53649299 0.53606311 0.46087466 0.49680426 0.30393694 0.49149416 0.58698487 0.56270575 0.41206373] [ 0.24974936] [ 0.67709427 0.71029279 0.57509787 0.45855246 0.45346297 0.49934957 0.50437986 0.61278963 0.64007772 0.5140412 ] [-0.74881163] [ 0.5972323 0.79614054 0.42009908 0.63704409 0.43519707 0.429073 0.46829092 0.53273243 0.53361336 0.63717737] [ 0.40929553] [ 0.68386934 0.54849827 0.57575947 0.31344534 0.4477264 0.47183211 0.5989525 0.62668835 0.46877834 0.47072143] [ 1.03452521] [ 0.56094131 0.5780757 0.53214258 0.470607 0.30980793 0.39794119 0.39248772 0.51350538 0.46762295 0.47166834] [-0.49249886] [ 0.44188599 0.62033015 0.41132607 0.60458099 0.35667732 0.45775603 0.32133137 0.560606 0.42473826 0.51069193] [-0.49173792] [ 0.46106916 0.60770222 0.51777607 0.64591501 0.55859781 0.60976214 0.45049909 0.51781844 0.49673739 0.44157557] [-0.43545951] [ 0.71671825 0.64243046 0.4993837 0.45785683 0.31289909 0.32075841 0.40357156 0.55958943 0.60072116 0.36876162] [-0.83322932] [ 0.74495708 0.72561806 0.56507785 0.44670891 0.46914201 0.37909291 0.510918 0.71172603 0.61183684 0.46232512] [ 0.20498726] [ 0.31045897 0.65038942 0.47328068 0.57054308 0.45346538 0.44470959 0.3519996 0.49989375 0.46645471 0.62549917] [-0.22824882] [ 0.27886656 0.43873689 0.59199776 0.43032263 0.50417755 0.70509901 0.5014614 0.4762098 0.39395524 0.5251228 ] [ 0.12968064] [ 0.43475521 0.75769719 0.35903308 0.52532432 0.34163296 0.61953728 0.46954089 0.61509318 0.5369301 0.52421182] [ 0.41779007] [ 0.44233381 0.65960139 0.40058089 0.67839136 0.38728876 0.53677231 0.4716065 0.56739838 0.47077523 0.60221234] [ 0.3811198] [ 0.41084479 0.63488176 0.36905004 0.70250989 0.3211411 0.43979702 0.43533609 0.47170267 0.53292764 0.41943895] [ 0.26498702] [ 0.62122935 0.54567318 0.57122488 0.52884445 0.42220784 0.50476503 0.49706122 0.62254452 0.61484931 0.37125857] [-0.58599885] [ 0.47434881 0.78865375 0.42590152 0.68787207 0.44017126 0.46923193 0.36190402 0.53931957 0.5576161 0.57896415] [-0.00611945] [ 0.36687505 0.48174981 0.56894305 0.59302271 0.56306477 0.60134956 0.3481435 0.40547042 0.35911626 0.64134816] [-0.43041456] [ 0.69452152 0.65879222 0.5748065 0.49452084 0.4166307 0.430698 0.41894946 0.61920504 0.55413005 0.42117982] [-0.04736107] [ 0.49626505 0.73158423 0.48488386 0.59349567 0.54528739 0.64602096 0.33007429 0.51837807 0.50233717 0.67637813] [-1.10932035] [ 0.5534708 0.61301423 0.49436536 0.48663321 0.28448054 0.43714837 0.45929675 0.50660579 0.61660371 0.42056025] [ 0.17363964] [ 0.52962977 0.65135353 0.47839851 0.57440185 0.27776574 0.53735627 0.36971711 0.43248097 0.52783429 0.53789572] [-0.52706421] [ 0.46621367 0.72336181 0.43906365 0.46094489 0.37379845 0.6115858 0.39351822 0.53521559 0.62543478 0.62173534] [ 1.56238257] [ 0.8452554 0.6165921 0.61744821 0.34249967 0.43324461 0.28370404 0.51241008 0.71697162 0.64643718 0.31149748] [-0.68474923] [ 0.63998827 0.43485764 0.52801645 0.48912983 0.46793626 0.69783425 0.50778985 0.62087754 0.30283525 0.47630586] Progress: 28.6% ... Training loss: 0.427 ... Validation loss: 0.685[-0.32778942] [ 0.6916933 0.65105183 0.63212434 0.49489533 0.53091403 0.38420769 0.47253235 0.61837748 0.59141313 0.5849959 ] [-1.06457955] [ 0.62675168 0.42535542 0.52034646 0.41131697 0.45241137 0.55126308 0.49346309 0.59737359 0.40740239 0.38403706] [-1.17289519] [ 0.51587789 0.4755775 0.48104381 0.52020404 0.34816708 0.37122408 0.4446304 0.49088371 0.46423487 0.30808386] [-0.09414332] [ 0.52849549 0.65501366 0.47701206 0.5012093 0.34543454 0.25932451 0.41076673 0.51711215 0.67904833 0.33047004] [-0.16766511] [ 0.52769796 0.33902399 0.6792763 0.3381644 0.36583303 0.50460298 0.48465664 0.54176946 0.37435524 0.3350897 ] [ 0.55087355] [ 0.21879895 0.6593667 0.32763902 0.76740904 0.56373443 0.75783012 0.41620729 0.36271147 0.33460167 0.69522292] [ 0.40779447] [ 0.38992085 0.64963624 0.53042242 0.40321745 0.55979026 0.49927792 0.51755526 0.39813589 0.57710898 0.50668438] [-0.76954411] [ 0.66260617 0.56976307 0.58430313 0.31625484 0.54532875 0.45742182 0.50139538 0.68084023 0.5140327 0.45099079] [-0.32163589] [ 0.61381507 0.66951585 0.44882054 0.56990777 0.25032859 0.3892775 0.39829896 0.54653225 0.58606507 0.4145169 ] [-0.78655991] [ 0.62340306 0.78263718 0.43175114 0.53205246 0.26165691 0.51909365 0.42135239 0.49658454 0.59049047 0.58610502] [ 0.34943726] [ 0.27408425 0.57806587 0.48579437 0.71174987 0.60394771 0.70016204 0.41355151 0.42421846 0.43840425 0.60401209] [ 0.19846767] [ 0.41576139 0.35063723 0.65906042 0.33362851 0.51306848 0.57168924 0.44106528 0.3776571 0.29781883 0.49781265] [-0.19958561] [ 0.63664778 0.56574848 0.51699714 0.5390937 0.4383518 0.40905333 0.46349541 0.56104633 0.53776312 0.30265721] [ 0.04007215] [ 0.2460654 0.47015521 0.50410965 0.69064861 0.37818234 0.75410251 0.31297866 0.3959018 0.43345244 0.49851456] [ 1.47345713] [ 0.31512929 0.76182861 0.30784175 0.64437202 0.34716218 0.47547384 0.38561989 0.59118818 0.61962095 0.52067707] [ 1.54885486] [ 0.7467959 0.40909626 0.6268658 0.42479911 0.45454914 0.20155431 0.52265887 0.73459672 0.45079664 0.26089941] [-0.17715795] [ 0.25153834 0.68872333 0.3073492 0.65693596 0.41878295 0.61780042 0.37867725 0.57967308 0.50248131 0.44849838] [ 0.58751709] [ 0.60570756 0.40521108 0.61448222 0.26784086 0.46056804 0.53272665 0.47428249 0.64621352 0.41789693 0.39210594] [-0.31316536] [ 0.40993737 0.69940931 0.42405525 0.60474468 0.26682356 0.54859623 0.47705908 0.47794425 0.61773491 0.47368983] [ 1.51091474] [ 0.62164006 0.81089738 0.30485499 0.51392093 0.23710239 0.27669511 0.57704745 0.75074679 0.69553967 0.29715211] [-0.53976035] [ 0.79409479 0.66301911 0.53688283 0.44624516 0.40428028 0.37682957 0.64399367 0.65649789 0.5806067 0.44185856] [ 2.5651735] [ 0.66321499 0.53032981 0.48822351 0.32548464 0.37482644 0.26514995 0.60067201 0.77503544 0.45397952 0.26748648] [ 0.67980743] [ 0.67466731 0.57849283 0.61304904 0.44445721 0.45038328 0.33326864 0.41707121 0.67727386 0.48305961 0.37380839] [ 0.27091445] [ 0.24750178 0.42612826 0.42273609 0.67263908 0.39758361 0.62675816 0.333874 0.378983 0.39089561 0.50953506] [ 0.09021008] [ 0.38366707 0.7013821 0.4145662 0.77532649 0.40509486 0.75036365 0.37667128 0.44729526 0.46890373 0.65482237] [ 0.57255291] [ 0.53100325 0.71494733 0.50571527 0.5612648 0.36858866 0.47183792 0.40578969 0.6389644 0.697006 0.52396115] [ 0.23693272] [ 0.26249047 0.54828099 0.50703426 0.56892876 0.50628158 0.68691131 0.31163601 0.42535864 0.45088141 0.67469135] [ 1.02315405] [ 0.38253357 0.62492032 0.42734655 0.58511207 0.33274511 0.40378008 0.42649402 0.51210284 0.44205462 0.55147253] [-0.24410368] [ 0.6573862 0.5215679 0.60862839 0.3432225 0.43621131 0.41494077 0.4306575 0.60304453 0.53045093 0.4610529 ] [ 0.16931063] [ 0.18930287 0.48085857 0.48371572 0.56382381 0.54983342 0.76069744 0.48244091 0.4283966 0.37249845 0.53486575] [-0.4776466] [ 0.7565274 0.63714907 0.47816656 0.4011336 0.32367701 0.218241 0.42041938 0.65752703 0.61447043 0.40140158] [-0.35533398] [ 0.7373184 0.71077416 0.59350794 0.53191946 0.41883872 0.44534928 0.49525065 0.69602005 0.67047221 0.4956516 ] [ 0.08252164] [ 0.59377511 0.64914074 0.5180884 0.53814423 0.25064841 0.30078088 0.46844282 0.68053548 0.63930525 0.35384631] [-0.16752982] [ 0.30907466 0.49334165 0.52681391 0.5020779 0.54501154 0.63208824 0.47830592 0.43645337 0.28563714 0.54756904] [ 0.07247606] [ 0.77308261 0.65123447 0.54114213 0.35582282 0.30836031 0.28359804 0.5685584 0.56303545 0.64664586 0.34805663] [ 1.23950015] [ 0.6990513 0.4769759 0.61274861 0.37752321 0.32560957 0.29669584 0.47516754 0.7346252 0.53294452 0.25437482] [-0.40087385] [ 0.33923792 0.33915297 0.58112543 0.48240281 0.56714743 0.69123151 0.43864641 0.45845982 0.44443936 0.42493888] [ 0.2708873] [ 0.22625212 0.64428792 0.39545091 0.67912397 0.47168839 0.68672125 0.34227644 0.4330906 0.46758345 0.64986299] [ 0.40565054] [ 0.23930843 0.40167801 0.64046267 0.60450677 0.57122546 0.7468562 0.40210531 0.31983666 0.35137881 0.70003534] [-0.38904207] [ 0.36197821 0.62575303 0.50242211 0.473255 0.49324859 0.54083201 0.44606314 0.53439515 0.59040053 0.55377393] [ 0.1673124] [ 0.34620202 0.67277823 0.545473 0.44837841 0.50123669 0.76940684 0.38583779 0.51422906 0.50265291 0.70395902] [ 0.15482979] [ 0.28171167 0.58808333 0.42898708 0.5686501 0.44137125 0.6307963 0.38567846 0.39078874 0.48803124 0.55070532] [-0.14505154] [ 0.34994549 0.62406588 0.5044023 0.64832299 0.48599494 0.70279375 0.49908327 0.49451263 0.4928131 0.51826119] [-0.00742984] [ 0.32260698 0.60092758 0.48181121 0.59330459 0.45273198 0.73545287 0.3331734 0.53592509 0.48924298 0.59775562] [-0.0459477] [ 0.4645459 0.36360205 0.60424106 0.3397733 0.5243851 0.56404024 0.38942303 0.43444311 0.41244853 0.4728718 ] [-0.48133795] [ 0.62232378 0.61635714 0.55350583 0.41835087 0.49769781 0.52925201 0.5301989 0.54610246 0.59655681 0.47007739] [ 1.01472518] [ 0.77450195 0.74853902 0.54572997 0.44972451 0.42486132 0.35541334 0.50850531 0.7080492 0.64213382 0.52685682] [ 1.00693241] [ 0.52776688 0.56412883 0.4444004 0.54223789 0.31461427 0.44815225 0.49973443 0.65024298 0.61013138 0.31980824] [-0.10619051] [ 0.53184438 0.71573127 0.47999743 0.55458603 0.3839395 0.61078764 0.51691092 0.65603149 0.60752998 0.58198297] [ 0.19854217] [ 0.19980908 0.29507003 0.63025193 0.53988647 0.48658345 0.66840121 0.37683148 0.26032341 0.40531948 0.43202655] [ 0.39500043] [ 0.22147341 0.62956576 0.48486576 0.67789624 0.58040984 0.77708657 0.38539537 0.38659367 0.51777014 0.67569351] [-0.04231886] [ 0.4713984 0.59961753 0.50210191 0.59560282 0.25542618 0.40676722 0.47487501 0.57795567 0.48641716 0.46265999] [-1.03838962] [ 0.52002618 0.72134139 0.3498934 0.59670088 0.21751725 0.39571782 0.43974767 0.62057336 0.61833817 0.3927296 ] [-0.77074472] [ 0.62370154 0.48922501 0.48716796 0.48656737 0.31619245 0.34468019 0.39858763 0.63459057 0.5336041 0.27752812] [-0.273511] [ 0.55858083 0.68475602 0.52404667 0.53421457 0.33143699 0.37243014 0.39148659 0.5494642 0.64111123 0.47940523] [ 0.10117819] [ 0.33360825 0.61019261 0.41344492 0.64106785 0.30048602 0.49994725 0.3635743 0.32175809 0.6116096 0.43419535] [-0.43508624] [ 0.70051747 0.62050885 0.54531723 0.22927332 0.33931335 0.33561995 0.52889777 0.63409751 0.52159603 0.41136491] [ 1.67145585] [ 0.77084282 0.66083439 0.52572204 0.35717595 0.32903584 0.30592658 0.58991759 0.7873763 0.53484017 0.34043381] [-0.56648361] [ 0.496843 0.37247862 0.70898695 0.39985833 0.53445546 0.52303894 0.40351971 0.46674803 0.45162943 0.51373038] [-0.1727874] [ 0.45912125 0.55046149 0.59385077 0.50344655 0.36473317 0.43393453 0.40090821 0.46867996 0.49042908 0.4937523 ] [-0.49499668] [ 0.63407612 0.55870828 0.53683031 0.39253053 0.39091524 0.28922494 0.40369729 0.62476023 0.56831602 0.33002125] [-0.37238435] [ 0.37540827 0.58012736 0.47370265 0.61559122 0.32646243 0.5487025 0.42695306 0.39093991 0.5047796 0.46667421] [ 0.05266972] [ 0.62271929 0.24871296 0.64239215 0.21257657 0.53664199 0.3740663 0.49803968 0.55523609 0.44474407 0.23560463] [ 0.22620186] [ 0.27978428 0.30459967 0.61134054 0.52296555 0.60688072 0.54372184 0.4254347 0.33586795 0.39446954 0.66035067] [-0.47685514] [ 0.55024898 0.50938958 0.53497851 0.43553677 0.41163677 0.36292813 0.46224464 0.52531562 0.56606594 0.40267562] [ 0.28016733] [ 0.28643913 0.55463195 0.37750687 0.59719274 0.46730662 0.59513374 0.37993603 0.33155483 0.48530549 0.43544979] [-0.14007219] [ 0.39948881 0.37745941 0.65423864 0.45713479 0.49572769 0.54968008 0.34939874 0.3249646 0.29753226 0.45965215] [-0.23076482] [ 0.64858003 0.5516127 0.66299274 0.25222417 0.54709475 0.51710211 0.49213659 0.63280662 0.50176853 0.50975072] [-0.97429663] [ 0.80219303 0.60121657 0.55724285 0.28588826 0.31994347 0.22310951 0.47207514 0.73906696 0.63800964 0.32681821] [ 0.69716497] [ 0.62214534 0.65485375 0.48669469 0.54121923 0.33444961 0.47823536 0.43756686 0.70374444 0.62914637 0.48248659] [-1.23495086] [ 0.70828004 0.61753073 0.50372129 0.40773791 0.53666519 0.31782537 0.53055463 0.52592457 0.36207128 0.55544501] [ 0.18348847] [ 0.83980931 0.40786738 0.69995845 0.26856767 0.40384901 0.22244237 0.50715081 0.73639157 0.47611104 0.21747571] [ 0.43355184] [ 0.19270616 0.74049882 0.41104392 0.72437894 0.49509891 0.74797647 0.41607772 0.44672195 0.49244882 0.73825092] [-0.65545823] [ 0.41470438 0.55955564 0.43569321 0.63240258 0.44343763 0.44262837 0.42626322 0.43167932 0.56985334 0.35928141] [-0.62750738] [ 0.47562493 0.39910337 0.63556708 0.40423504 0.45434057 0.462747 0.44496032 0.5201019 0.42393405 0.40404682] [-0.30851019] [ 0.73999972 0.45376105 0.64733751 0.20647475 0.36871679 0.3456889 0.56956319 0.75856852 0.56148229 0.36178353] [ 0.1625474] [ 0.6107537 0.63033039 0.55166127 0.4131764 0.3846409 0.40488707 0.55835676 0.53875673 0.5934004 0.52694753] [-0.44662569] [ 0.59950481 0.49705264 0.66927022 0.36877749 0.43969835 0.42488404 0.53307102 0.59335602 0.47853554 0.37351601] [ 1.70231169] [ 0.62816273 0.62417883 0.46488537 0.49374331 0.3818369 0.44676147 0.55977765 0.68244358 0.64905762 0.30330866] [-0.19275763] [ 0.5683959 0.56858928 0.55151237 0.48810109 0.38192472 0.41597002 0.41275545 0.56724721 0.54671565 0.4846011 ] [-0.22857929] [ 0.84086163 0.57761282 0.58211384 0.32842106 0.27206984 0.23726435 0.50758685 0.59502816 0.54033197 0.38737976] [ 0.37479659] [ 0.83292479 0.56202662 0.64636048 0.38230543 0.36746556 0.3178361 0.56539612 0.81436231 0.52213667 0.32533595] [-0.15149865] [ 0.32979927 0.54585611 0.50862722 0.6432518 0.42923456 0.6216873 0.34478638 0.39551777 0.45095031 0.5638397 ] [-0.98936386] [ 0.5934155 0.76270311 0.42387685 0.57818119 0.29307404 0.46777116 0.46053743 0.52412992 0.65507618 0.48637427] [-0.45720633] [ 0.50111971 0.59968943 0.42490627 0.65309854 0.40928025 0.59780574 0.44381713 0.56084913 0.55287999 0.49277368] [-0.38208557] [ 0.63612744 0.44773232 0.60687032 0.39075267 0.40370573 0.37706152 0.53224207 0.67544003 0.4782143 0.39516809] [-0.70009057] [ 0.70398742 0.68298811 0.49814466 0.59900004 0.44055193 0.38285456 0.44352993 0.679062 0.61333015 0.38905479] [-0.70944386] [ 0.75048797 0.62740383 0.6048755 0.30990888 0.40751528 0.3832946 0.54866886 0.61108767 0.69227513 0.46698654] [-0.20927674] [ 0.75993555 0.38396156 0.66022152 0.23719128 0.41602063 0.36488349 0.56642816 0.65391629 0.38539322 0.34833237] [-0.04503708] [ 0.37952039 0.54185629 0.43691694 0.47186114 0.54129834 0.67031948 0.32837548 0.39242601 0.36451745 0.60826471] [ 0.36730499] [ 0.69089185 0.29542247 0.68547083 0.28729099 0.45851131 0.43494906 0.54849097 0.63302813 0.36417316 0.294019 ] [ 0.25020682] [ 0.18871017 0.63258113 0.40123083 0.58585094 0.47826342 0.68536357 0.32191224 0.3759056 0.47638084 0.68239328] [-0.98321317] [ 0.41331975 0.52715645 0.43807302 0.53262562 0.36660553 0.35701576 0.43161098 0.48709891 0.55481906 0.33162533] [-0.881669] [ 0.56065386 0.73927937 0.3656731 0.55148582 0.34715585 0.52234942 0.50901005 0.60916009 0.61133633 0.47736686] [-0.07430646] [ 0.45364196 0.68306986 0.51048859 0.68494575 0.45772706 0.71555352 0.34583836 0.5079234 0.4632152 0.65477426] [-0.19844195] [ 0.6813526 0.4204999 0.5392137 0.41942187 0.3444432 0.34588544 0.38268316 0.60390383 0.47211842 0.31975457] [-0.1452739] [ 0.5217064 0.54442224 0.5773385 0.50967294 0.35579159 0.46125725 0.52119797 0.69221441 0.55371451 0.38332983] [-0.00094866] [ 0.72677852 0.51660726 0.59309863 0.42014142 0.24077591 0.28150136 0.47870835 0.6369294 0.49207532 0.30892775] [-0.00381506] [ 0.34294117 0.36712263 0.66199054 0.39834455 0.50242196 0.70095659 0.38425121 0.50781714 0.32835713 0.57331617] [ 0.03568239] [ 0.63470943 0.4463819 0.57647717 0.50290153 0.50344633 0.42141328 0.53763143 0.52629586 0.39967427 0.39412999] [-0.70206269] [ 0.44683794 0.4679181 0.51069154 0.45483137 0.49015917 0.67035723 0.43691474 0.58626988 0.4972732 0.47509298] [-0.09816462] [ 0.32115047 0.3170811 0.68915235 0.44288295 0.56145602 0.63208799 0.40916638 0.40035247 0.30944581 0.51510511] [ 0.20169389] [ 0.23323109 0.68727073 0.34192067 0.64288473 0.40233005 0.54204334 0.44411619 0.46953509 0.50689676 0.79033462] [-0.07208199] [ 0.71563612 0.44937896 0.57681446 0.51006791 0.45235564 0.38525298 0.50180249 0.66946418 0.51308625 0.30318067] [ 0.1424143] [ 0.19991938 0.15982008 0.69120527 0.40948758 0.64090696 0.6169068 0.37369284 0.19084926 0.25021455 0.40618282] [-0.06042878] [ 0.47752672 0.6963254 0.36137062 0.47183011 0.32268964 0.52877569 0.40095316 0.57479251 0.54371517 0.52966325] [ 1.26271641] [ 0.72789448 0.48748715 0.57160513 0.31192359 0.33251616 0.21660341 0.51559042 0.68399779 0.50195713 0.19252379] [ 0.07749799] [ 0.21658855 0.50548154 0.59297883 0.51348202 0.44772321 0.73179781 0.48422059 0.38603815 0.47651259 0.53644153] [-0.5489415] [ 0.59226277 0.64242398 0.44634875 0.57451649 0.49637823 0.64074483 0.4561193 0.70811979 0.51755654 0.51555378] [-0.1737663] [ 0.68738145 0.67016016 0.50737382 0.41498004 0.29230737 0.32062326 0.59468313 0.6722529 0.63197943 0.41105764] [ 2.09864808] [ 0.66673427 0.65184638 0.49158577 0.38344125 0.37330769 0.28743569 0.56080585 0.67303486 0.62856325 0.39123853] [-0.2405606] [ 0.45497961 0.59045729 0.4282042 0.58111429 0.42266944 0.6208682 0.49392657 0.45931047 0.47349163 0.48607491] [-0.79081723] [ 0.47315008 0.78408606 0.35420461 0.71617135 0.35492567 0.51014354 0.464836 0.56608259 0.54379713 0.50788039] [ 1.21611565] [ 0.30531165 0.71457371 0.36077983 0.5891289 0.42197356 0.46165352 0.53041678 0.56751141 0.59833934 0.48811246] [-1.10413183] [ 0.48671058 0.72326194 0.45012957 0.58674173 0.26992578 0.40533415 0.4297177 0.68054049 0.52487479 0.35665747] [-0.66256254] [ 0.41332932 0.66382899 0.387881 0.58921469 0.4154886 0.40765592 0.45219332 0.38820107 0.55053726 0.47885385] [-1.00831033] [ 0.73387713 0.68043182 0.42967053 0.3718863 0.256094 0.26026823 0.48520765 0.69387053 0.64704041 0.30775812] [ 1.10942526] [ 0.40016079 0.7691142 0.37671213 0.57649531 0.31770036 0.63316965 0.44278884 0.55262996 0.65434704 0.59314689] [ 1.52948058] [ 0.67975165 0.34885925 0.62979092 0.36522324 0.39695593 0.36878305 0.5068515 0.66766797 0.41669454 0.23569034] [-0.53190873] [ 0.76536015 0.70377109 0.62873438 0.45044672 0.44251965 0.43585343 0.59709768 0.62845449 0.69004269 0.45872319] [-0.41567628] [ 0.46674267 0.63244012 0.46451606 0.60342232 0.40901964 0.45966325 0.41370839 0.51656063 0.56604726 0.4454469 ] [-0.52789686] [ 0.38432383 0.61592696 0.49821612 0.49805358 0.44359014 0.45867119 0.39445829 0.52372857 0.58617287 0.44660225] [-0.65878463] [ 0.43785924 0.65844083 0.37976184 0.57054725 0.35090607 0.55478469 0.47071956 0.77715546 0.47514351 0.36155871] [-0.44649948] [ 0.3330651 0.63081153 0.51409531 0.51086417 0.44572275 0.52993021 0.44319537 0.41842476 0.55326935 0.50952358] [ 0.10236667] [ 0.36175765 0.33292417 0.62886464 0.40817357 0.55213303 0.47009063 0.49760162 0.41150909 0.37801365 0.36439118] [-0.44101291] [ 0.42806129 0.3365702 0.70957413 0.34823122 0.55856785 0.55736149 0.46189539 0.44499744 0.33662119 0.47735599] [ 1.54302473] [ 0.4116121 0.56861759 0.45279838 0.54223925 0.42582813 0.4524655 0.43353229 0.54361659 0.45759903 0.42385333] [ 0.2509326] [ 0.51948398 0.70516885 0.52390123 0.64805708 0.49378769 0.59249883 0.3637373 0.51501084 0.47176964 0.69967251] Progress: 28.9% ... Training loss: 0.423 ... Validation loss: 0.686[-0.50219081] [ 0.43437814 0.50235712 0.562172 0.52769767 0.47530504 0.54660543 0.40275507 0.40983383 0.44810209 0.45655789] [-0.09749443] [ 0.34082103 0.60052102 0.50410287 0.59537268 0.46154525 0.77612408 0.45990678 0.57016325 0.45411604 0.57021313] [-0.37474314] [ 0.56145168 0.61348614 0.50270191 0.59516089 0.54614508 0.71920413 0.32425362 0.62372895 0.43270865 0.65108502] [ 0.83665245] [ 0.4647998 0.52036234 0.52625462 0.4101033 0.54701028 0.44850227 0.46003358 0.58789108 0.4959748 0.36017855] [-0.4594547] [ 0.37833244 0.50321658 0.56652076 0.45533606 0.48898648 0.62499944 0.38790085 0.49739323 0.42492558 0.53956386] [ 0.8381798] [ 0.81507578 0.49286833 0.59226224 0.28639604 0.38942508 0.36804661 0.58868963 0.74096954 0.490576 0.31270687] [ 0.21331963] [ 0.21067538 0.59295549 0.44045413 0.64948188 0.42313062 0.63223931 0.32083321 0.47739859 0.5281358 0.59864051] [ 0.17575459] [ 0.26487023 0.62345007 0.51904461 0.52133458 0.48224011 0.63678912 0.48029278 0.41063598 0.47467315 0.66015483] [ 0.46902822] [ 0.66156472 0.56744698 0.53254019 0.32657402 0.36337149 0.40696772 0.46566777 0.64520934 0.53828395 0.42584007] [-0.69486139] [ 0.45506449 0.71702725 0.4247294 0.5838298 0.28082237 0.4980196 0.36121992 0.52095453 0.4759518 0.52749634] [-0.19386031] [ 0.27868917 0.32103565 0.66207322 0.31694549 0.54460117 0.58047634 0.49455152 0.43676623 0.37074213 0.46838578] [-0.6442682] [ 0.56276008 0.18685603 0.79438257 0.35498664 0.52407514 0.51605703 0.49351992 0.43204705 0.25155424 0.28189779] [ 0.21622299] [ 0.59227921 0.54488137 0.49382565 0.40245374 0.41791073 0.28601035 0.40150996 0.5221167 0.48770685 0.49415438] [-0.67052007] [ 0.63607804 0.72699526 0.4562843 0.63250376 0.3931607 0.61083601 0.39873442 0.72681482 0.6098511 0.57119326] [-0.3439562] [ 0.46844399 0.72731902 0.47346417 0.54928407 0.39716933 0.66701553 0.49919499 0.48787535 0.62652871 0.65401763] [-0.68072734] [ 0.55977871 0.77224268 0.53034522 0.40428121 0.44920995 0.66515321 0.56138754 0.53111179 0.65144295 0.66337675] [ 0.3565958] [ 0.49323677 0.3102464 0.55243108 0.39834649 0.44919569 0.6055801 0.46155204 0.67237426 0.4872243 0.32127879] [ 0.17717948] [ 0.22502865 0.45858403 0.54185326 0.49007248 0.55480381 0.72643355 0.38071139 0.35610268 0.41558835 0.62475198] [ 0.02927422] [ 0.31113157 0.65199676 0.53381731 0.52694267 0.40914902 0.75243936 0.40619193 0.42993944 0.51292856 0.67617171] [ 0.11666052] [ 0.31628441 0.66841665 0.46504729 0.66491485 0.3859323 0.6589846 0.29528544 0.45657594 0.51073725 0.59228091] [ 0.16380263] [ 0.44492839 0.57972817 0.52483249 0.5599856 0.2749431 0.59766484 0.40337859 0.54563852 0.49007658 0.44996458] [-0.57352345] [ 0.70613186 0.67988059 0.4966669 0.54316564 0.36076539 0.44658892 0.49286871 0.71481157 0.61406728 0.61035594] [ 0.48711639] [ 0.63873295 0.57008381 0.59059875 0.27950895 0.37208964 0.40952561 0.60090605 0.59932207 0.60679452 0.44383866] [-0.94206137] [ 0.55148932 0.66485841 0.48818834 0.54093382 0.29227929 0.50465304 0.44121934 0.5636342 0.57852777 0.48011954] [ 1.83791333] [ 0.50504121 0.64252335 0.54101553 0.45606415 0.46180957 0.40258306 0.475419 0.66130796 0.60600703 0.38919038] [-0.15563625] [ 0.71196632 0.65732926 0.50374793 0.39534248 0.42609009 0.48464003 0.54245393 0.63918558 0.48613173 0.59802237] [ 1.17057676] [ 0.5336007 0.75287307 0.39132099 0.52704312 0.27832232 0.40834496 0.49625481 0.59626455 0.66334246 0.42939749] [-0.69447091] [ 0.54656302 0.72211119 0.39933433 0.65186495 0.47775219 0.49393382 0.46378629 0.46600902 0.46807229 0.53322029] [ 0.85079389] [ 0.72578326 0.54625911 0.54682381 0.26285184 0.35907045 0.22043702 0.48234783 0.67228546 0.50186495 0.43962183] [ 1.18807969] [ 0.72217117 0.68211609 0.49070666 0.32463849 0.25328201 0.22500697 0.52154332 0.72212733 0.57378516 0.46272421] [-0.30880162] [ 0.25856948 0.54127666 0.41817789 0.44512461 0.45390901 0.64666622 0.42285608 0.40939043 0.51588145 0.47172007] [ 0.7853712] [ 0.40990553 0.6668081 0.43789489 0.61991941 0.36310498 0.44785555 0.34315566 0.53748351 0.44446676 0.63055443] [-0.4218448] [ 0.38354628 0.48857738 0.44533886 0.4961006 0.4145038 0.54383486 0.40595847 0.48643894 0.35765213 0.45024246] [ 0.72385103] [ 0.69343834 0.64206944 0.5966488 0.45142816 0.49899859 0.43118407 0.53069821 0.60926066 0.60576019 0.42820332] [-0.55210319] [ 0.78736094 0.4972101 0.57939229 0.33009065 0.41820773 0.26294448 0.49141008 0.59727744 0.47442643 0.39684892] [-0.64267401] [ 0.53095943 0.67267516 0.35291664 0.74180946 0.4277041 0.39993411 0.46992078 0.55418033 0.424017 0.70769699] [-0.59370829] [ 0.7601194 0.56645038 0.5556408 0.4484264 0.3123847 0.2902561 0.44252889 0.58225262 0.63860721 0.32658198] [ 0.20603722] [ 0.66089559 0.54048891 0.61272635 0.38540621 0.46132089 0.39785271 0.55664265 0.63629187 0.54039835 0.40399298] [-0.29909556] [ 0.4746979 0.56408482 0.50794993 0.62966078 0.32300127 0.51854725 0.41870201 0.61806157 0.41620322 0.36700056] [ 0.28123604] [ 0.19971931 0.58261167 0.48353547 0.48996679 0.53546236 0.76882813 0.410808 0.3108193 0.54899392 0.65830318] [-0.42509035] [ 0.45056429 0.75685874 0.48514087 0.58594657 0.45087184 0.65765212 0.54822603 0.45836554 0.67048287 0.57136758] [ 0.07176021] [ 0.41179315 0.64128807 0.49430658 0.67515283 0.47760347 0.6247479 0.38725516 0.46906005 0.52051066 0.54699579] [-0.32579908] [ 0.49558903 0.73511929 0.39065457 0.58173236 0.40426464 0.63703363 0.46713651 0.60993689 0.53187935 0.65457448] [ 0.12806378] [ 0.19682353 0.40103589 0.65881117 0.47057478 0.52336924 0.72703389 0.42230657 0.26664607 0.36299293 0.53360804] [-0.91397295] [ 0.62276336 0.58318934 0.61135863 0.46280225 0.48882807 0.49567724 0.43575964 0.58671631 0.46507699 0.44888802] [ 0.96805576] [ 0.45199473 0.67225466 0.38271794 0.52862467 0.33010707 0.29475846 0.51088252 0.56473918 0.59761019 0.45217408] [-0.00279844] [ 0.41232875 0.68178434 0.51303568 0.73427166 0.54163003 0.66502749 0.39570801 0.50683612 0.52412983 0.70795403] [-0.09534884] [ 0.45225543 0.77018778 0.41780171 0.655774 0.52754019 0.71167687 0.33093027 0.56639545 0.52178406 0.72576413] [-0.33656477] [ 0.64845001 0.401272 0.63858193 0.40643263 0.45998814 0.27268206 0.51694673 0.52813267 0.40023167 0.42611036] [ 0.64149698] [ 0.72211083 0.50256253 0.54319733 0.31135364 0.34985335 0.16794634 0.47472821 0.60278589 0.46199515 0.33894363] [-0.70289061] [ 0.41595959 0.65772032 0.34020883 0.63473635 0.36493111 0.5969792 0.42329667 0.64415716 0.4981425 0.49292623] [-0.59138252] [ 0.60471338 0.59065414 0.52541604 0.46623919 0.28560282 0.39056298 0.56379015 0.57816922 0.55661111 0.44888143] [-0.930226] [ 0.48175814 0.58730679 0.40795689 0.58955827 0.42390163 0.46570336 0.52655755 0.60619321 0.49229877 0.32575252] [-0.89539181] [ 0.59663031 0.76853867 0.54417222 0.50239701 0.45998104 0.49068121 0.46934648 0.63753179 0.58016582 0.55995276] [ 0.33336899] [ 0.23001348 0.62481919 0.4448768 0.58788803 0.44864685 0.64947998 0.33547367 0.44908872 0.38980894 0.61750485] [ 0.55311273] [ 0.45979127 0.63692707 0.44933248 0.69523206 0.30486658 0.49442717 0.45800697 0.45407446 0.55759768 0.50660005] [-0.04838063] [ 0.72499054 0.41870444 0.73300503 0.33462889 0.56334989 0.33681155 0.51590206 0.6386124 0.5040973 0.33297624] [ 0.45947993] [ 0.33435843 0.53864031 0.53398375 0.52173828 0.38291389 0.55337965 0.4440204 0.47575961 0.48084892 0.42183061] [-0.72301948] [ 0.5608273 0.73839352 0.43287661 0.51787151 0.32591447 0.58126956 0.35338874 0.57511785 0.54396812 0.59544212] [-0.6007868] [ 0.40354247 0.40715589 0.44183186 0.50016761 0.37838001 0.64802021 0.37088789 0.56252072 0.41306404 0.36598133] [ 0.23997211] [ 0.32391931 0.60820844 0.58491983 0.63695223 0.38634121 0.54712119 0.38507978 0.47634443 0.62091153 0.49378957] [-0.15921461] [ 0.30344594 0.4106457 0.65982341 0.42187395 0.50259256 0.62153539 0.42791106 0.36014562 0.45235248 0.50142946] [ 1.09885598] [ 0.60804318 0.5452441 0.53579564 0.38757383 0.30931311 0.31746298 0.43967315 0.52644145 0.4931643 0.37635379] [-0.48898271] [ 0.48262259 0.68379841 0.39924117 0.74864665 0.25565421 0.45978871 0.29839873 0.44874252 0.49162593 0.57286715] [-0.35515762] [ 0.58972845 0.31075941 0.65302076 0.2927252 0.4325304 0.54662972 0.53059656 0.5909472 0.24303708 0.36080733] [-0.48704064] [ 0.32175976 0.54329507 0.51084158 0.44502438 0.42909912 0.56533903 0.35202456 0.46732813 0.36420975 0.45230936] [ 1.20233253] [ 0.77969611 0.35234458 0.70191456 0.39197149 0.40181465 0.27346079 0.53105529 0.79830142 0.42073844 0.21317992] [-0.2723755] [ 0.31402548 0.53290249 0.52531048 0.51543974 0.48503387 0.67214913 0.37131045 0.58918817 0.44267201 0.53884592] [ 0.21741364] [ 0.49326528 0.65554362 0.39471688 0.51800652 0.32920406 0.34247408 0.47371587 0.4810287 0.6331665 0.36418843] [-0.20178127] [ 0.47506028 0.52150369 0.59256051 0.50463902 0.44305444 0.57475692 0.39116314 0.60640385 0.58777519 0.46220771] [ 0.76652128] [ 0.55460093 0.53499312 0.56071854 0.28676792 0.4526738 0.55829723 0.46664291 0.63488223 0.49047691 0.4541962 ] [ 1.64408006] [ 0.36874783 0.48048719 0.48553041 0.59699567 0.3430682 0.54159458 0.44792436 0.57135122 0.58674947 0.30680581] [-0.165406] [ 0.78365856 0.59105971 0.64988612 0.3342272 0.45373453 0.33049325 0.51297716 0.75378503 0.65236654 0.36211995] [-1.04304527] [ 0.58004225 0.25511078 0.73222038 0.28334127 0.49631599 0.41693211 0.62047886 0.54355839 0.33207304 0.37867365] [-0.24078099] [ 0.34644076 0.79666612 0.38182399 0.70010384 0.30240609 0.71823588 0.40800683 0.5842136 0.53317436 0.61691046] [ 0.19749179] [ 0.37846813 0.71345473 0.51507249 0.67575269 0.45000844 0.69325545 0.36663438 0.46105385 0.60699379 0.64198795] [-0.5292966] [ 0.53480534 0.6666213 0.4569328 0.66635973 0.42197829 0.32526168 0.50377023 0.63744374 0.60751146 0.45549675] [-0.56877936] [ 0.7746391 0.69797643 0.46893964 0.29832821 0.26672858 0.26431967 0.48207952 0.67994498 0.56555296 0.34812643] [ 0.36689209] [ 0.69566879 0.66821277 0.5862226 0.39138486 0.36593895 0.37384077 0.55198747 0.62449647 0.61715936 0.36699173] [-1.13594516] [ 0.74640251 0.77740914 0.42280531 0.59831898 0.37768703 0.20691381 0.56263667 0.77953402 0.72725798 0.50271013] [-0.27339727] [ 0.43952071 0.49859783 0.43576673 0.49606317 0.38086383 0.55309454 0.38068912 0.60617904 0.4131082 0.42942505] [-0.91352909] [ 0.7892111 0.58659824 0.53357839 0.32261126 0.28469345 0.28515308 0.45677884 0.70288167 0.5233356 0.34106208] [-0.17986953] [ 0.31909363 0.35518154 0.57120929 0.31184275 0.51537561 0.67174691 0.49287828 0.36919408 0.37913938 0.47161131] [ 0.32079057] [ 0.71298435 0.5278892 0.60978132 0.3644232 0.44071163 0.38020627 0.59372384 0.50688615 0.54272935 0.45381521] [-0.4861846] [ 0.392665 0.7635746 0.40891349 0.55372002 0.37504801 0.6822493 0.57113525 0.65821369 0.50638568 0.49406057] [-0.69321124] [ 0.78623468 0.54412197 0.59572257 0.30375145 0.50798598 0.47568862 0.5213868 0.65365867 0.61363792 0.39265505] [ 0.69246859] [ 0.76666124 0.65876535 0.50328815 0.39144483 0.21016179 0.28070465 0.44924819 0.55799368 0.55840998 0.31816805] [-0.33494008] [ 0.53213091 0.2332711 0.72226114 0.36592783 0.46584141 0.51436974 0.44688851 0.41825934 0.2823755 0.30792708] [-0.18704187] [ 0.72934919 0.68134546 0.45485196 0.40497656 0.1952786 0.14484057 0.57579416 0.78569435 0.65871385 0.2011095 ] [-0.18716755] [ 0.33371572 0.4699606 0.61193489 0.44866409 0.55074485 0.49760979 0.47444097 0.3595409 0.53897358 0.48860419] [-0.04087285] [ 0.26375239 0.42991407 0.65240929 0.52180557 0.45602805 0.64634057 0.45569614 0.37438063 0.39681141 0.56476598] [-0.46221985] [ 0.69165623 0.5496592 0.67385148 0.28554915 0.54916342 0.50670724 0.5596216 0.58641174 0.53220861 0.48003981] [ 0.29130194] [ 0.61632699 0.5106559 0.49434126 0.33251884 0.26158775 0.28293639 0.53328481 0.61671464 0.48657789 0.25884471] [-0.52164916] [ 0.46084919 0.39143255 0.60031548 0.33797336 0.53693383 0.48753908 0.42745255 0.57026497 0.41872592 0.47055503] [ 0.42842828] [ 0.17528609 0.37374654 0.4367381 0.67868289 0.61267038 0.64703225 0.40873914 0.379568 0.29225694 0.7538059 ] [-0.45146364] [ 0.78864491 0.49538441 0.58222108 0.44972062 0.49730358 0.26083531 0.51937534 0.6308865 0.54630004 0.28399904] [-0.57879286] [ 0.54111526 0.59529267 0.47066087 0.47871942 0.53856133 0.54278617 0.41357672 0.55681953 0.39404987 0.56320286] [-0.22066398] [ 0.32125435 0.55031154 0.46365386 0.58165318 0.39546045 0.55615799 0.52564018 0.6980593 0.40600111 0.36079901] [-0.53364528] [ 0.58522831 0.63611929 0.43428893 0.38756406 0.37428328 0.45411168 0.49341121 0.67661458 0.60377516 0.46502721] [ 0.07182176] [ 0.24621813 0.70911744 0.32395908 0.63490121 0.41711135 0.58051462 0.31071817 0.51713019 0.49962883 0.64779102] [ 0.65600312] [ 0.56902634 0.65102852 0.52869667 0.62356698 0.43587778 0.45968777 0.43826549 0.62899776 0.56052453 0.57102104] [ 2.39083222] [ 0.78870341 0.59209236 0.54310731 0.26790866 0.26321506 0.25239644 0.6059417 0.82350871 0.5579215 0.22076224] [ 0.06906382] [ 0.46343569 0.60803543 0.46771906 0.34604698 0.39120012 0.48525922 0.46608564 0.584988 0.52202249 0.40933335] [-0.4669383] [ 0.50968422 0.7255856 0.43035228 0.63485272 0.41836177 0.68172851 0.4055425 0.61372946 0.63124761 0.56823923] [ 1.05682066] [ 0.74133673 0.51915683 0.59831423 0.27808119 0.36225382 0.32969655 0.61621892 0.73759672 0.512248 0.26586791] [-0.08235093] [ 0.52564185 0.55275679 0.47938708 0.54450263 0.34163361 0.46194937 0.39947591 0.4862223 0.48261616 0.50644731] [-0.6299685] [ 0.43963823 0.6942258 0.49245111 0.59004374 0.32020341 0.52872234 0.43323123 0.52987158 0.57996003 0.49818756] [ 0.51833413] [ 0.66248146 0.36920676 0.69271901 0.234021 0.33732518 0.33332996 0.55804578 0.684074 0.50068282 0.25935743] [-0.4767363] [ 0.54126654 0.38069538 0.68764979 0.36846917 0.50849368 0.59669268 0.4696311 0.41048663 0.47447038 0.45346464] [-0.17984255] [ 0.3791943 0.71828118 0.42004522 0.65163609 0.42767394 0.54495442 0.38193027 0.47084919 0.5518805 0.69049253] [-0.50032577] [ 0.40905692 0.38892607 0.6097623 0.59911218 0.38940759 0.54471523 0.49030165 0.58594072 0.51135986 0.32181593] [ 0.94506462] [ 0.46919136 0.77753396 0.41450339 0.58070508 0.35902981 0.46774043 0.39716803 0.53357225 0.58534965 0.54653376] [ 0.81379148] [ 0.56637746 0.63170328 0.46218922 0.65463811 0.24353985 0.35075454 0.39562183 0.47615565 0.56215161 0.40266302] [-0.31864763] [ 0.48423507 0.58967317 0.41582928 0.55831066 0.39438393 0.45878892 0.39844429 0.44943589 0.62879734 0.41629148] [-0.73836238] [ 0.76448336 0.5153556 0.56363014 0.35733572 0.41377375 0.27908623 0.4779457 0.58892283 0.48177555 0.41300604] [-0.2847263] [ 0.33637167 0.74641607 0.3563971 0.62423908 0.39620457 0.59680377 0.43508792 0.45453745 0.64362691 0.58398452] [ 0.6598944] [ 0.83839074 0.46204813 0.65037075 0.37214579 0.40075296 0.33781302 0.51564297 0.77431021 0.52601537 0.26287174] [-0.68072655] [ 0.52717618 0.65775739 0.2766043 0.60368164 0.25518383 0.27811031 0.46444488 0.6132314 0.54767282 0.52315945] [-0.28589123] [ 0.37704071 0.70067 0.43462883 0.6003736 0.35578993 0.55305028 0.41695201 0.49861696 0.52641777 0.54422187] [-0.63275774] [ 0.55820029 0.65917519 0.47899196 0.44272475 0.32708306 0.43895538 0.50270697 0.75279792 0.49111964 0.440631 ] [-1.19647445] [ 0.72146237 0.67158183 0.51395182 0.30142015 0.38474294 0.22098661 0.47903985 0.69124907 0.52162382 0.52639233] [ 0.46531748] [ 0.43479845 0.32817624 0.5736145 0.37500326 0.55698201 0.53587112 0.49953538 0.53190337 0.49492147 0.3172705 ] [-0.66169695] [ 0.87713941 0.62624161 0.60139238 0.34306816 0.41168778 0.2514306 0.53515438 0.76119774 0.56315837 0.36788421] [ 1.64757796] [ 0.79549573 0.73770331 0.56890134 0.33661132 0.36542463 0.37922174 0.5385774 0.63752552 0.69578055 0.39756003] [ 1.65813684] [ 0.77289523 0.55158423 0.63381226 0.27641534 0.43490895 0.29760423 0.54298272 0.58227775 0.54844099 0.30597722] [ 0.19725901] [ 0.7142608 0.43671249 0.59277863 0.34295184 0.45653205 0.37225615 0.54497895 0.65253118 0.39385387 0.41170619] [ 0.37977074] [ 0.3086705 0.69024086 0.4219457 0.45184161 0.40064258 0.65884567 0.37457214 0.45759513 0.43277631 0.62981638] [ 1.52770369] [ 0.61828253 0.81107444 0.3037835 0.51564624 0.23841062 0.28119364 0.57531206 0.7468105 0.69379598 0.3009209 ] Progress: 29.1% ... Training loss: 0.420 ... Validation loss: 0.682[ 0.10869115] [ 0.51267492 0.74117037 0.39328148 0.6730386 0.3219446 0.38904051 0.58074517 0.70081833 0.59677244 0.66605681] [ 0.11174135] [ 0.36351427 0.74803234 0.39332677 0.719121 0.32597913 0.69713185 0.38893158 0.40561171 0.59601528 0.66195048] [-1.15665605] [ 0.58498438 0.6372897 0.47854077 0.45438159 0.27600133 0.24851999 0.47342948 0.61618347 0.56921937 0.29017999] [-0.59564974] [ 0.73574705 0.53463848 0.59563605 0.29356524 0.37347999 0.37151319 0.56921564 0.62724462 0.54348091 0.4925373 ] [ 0.58572599] [ 0.80536722 0.62732567 0.58278762 0.40399938 0.38325572 0.36087652 0.50854112 0.77060579 0.62154427 0.32354407] [-0.16498637] [ 0.7059576 0.6379063 0.57975392 0.38627587 0.4712245 0.35501748 0.46488885 0.71814939 0.50951248 0.42542707] [ 0.97707443] [ 0.68926563 0.31049638 0.66451212 0.36299669 0.48413441 0.53302855 0.48010892 0.5111733 0.34643168 0.4204894 ] [ 1.6641051] [ 0.85803375 0.54349811 0.56758105 0.33647454 0.21332217 0.22074365 0.51507082 0.78313685 0.55076127 0.2265471 ] [ 0.3237] [ 0.29275389 0.71159415 0.36822181 0.61088706 0.42848822 0.65914079 0.35088435 0.40229057 0.47996934 0.72941502] [ 0.08616921] [ 0.80442658 0.62598031 0.6160057 0.35697128 0.41467055 0.24863415 0.5598118 0.73117737 0.63006304 0.29212739] [ 0.06679955] [ 0.49631422 0.70901491 0.54099043 0.66897208 0.46258221 0.5951512 0.40734922 0.57869334 0.49789679 0.66042669] [-0.58701853] [ 0.66527365 0.5521899 0.51451889 0.34978498 0.35751568 0.31917082 0.39118867 0.7136019 0.46879609 0.37490032] [-0.76863965] [ 0.65997021 0.78164435 0.42270785 0.58694108 0.30041714 0.35722538 0.38944405 0.54172032 0.67668744 0.589362 ] [-0.58725266] [ 0.70416095 0.76308545 0.42115826 0.5809819 0.27970016 0.26123279 0.37817574 0.57911519 0.67961958 0.47191266] [-0.38371474] [ 0.37413278 0.49842184 0.51141827 0.34672551 0.40291307 0.55425538 0.46215151 0.49929712 0.4668096 0.46683803] [-0.1784552] [ 0.3858826 0.68375725 0.4077821 0.74751289 0.29845675 0.53239795 0.40132437 0.46374823 0.50679575 0.7477886 ] [ 0.16746834] [ 0.29297612 0.73308908 0.44501961 0.61410337 0.44457924 0.64609042 0.36957929 0.40589309 0.52897763 0.75654488] [-0.20558342] [ 0.71048342 0.52541393 0.50525818 0.44025332 0.34815298 0.25460031 0.38694326 0.61314897 0.53056169 0.40061753] [ 0.06046113] [ 0.37011498 0.49606267 0.46012082 0.54575713 0.31019281 0.64162268 0.34186388 0.63467457 0.40295085 0.46680395] [-0.47749874] [ 0.76290923 0.69785637 0.45383411 0.40383821 0.209972 0.32455335 0.4701511 0.60580144 0.57388395 0.36516856] [-0.23489494] [ 0.8250518 0.75169822 0.55161223 0.35568435 0.42641379 0.30937732 0.59291353 0.66478412 0.65618951 0.43325404] [ 0.43466271] [ 0.16289251 0.54483945 0.51014192 0.55558153 0.51548639 0.71198899 0.39142157 0.2343776 0.52112397 0.6193825 ] [-1.0153242] [ 0.67659803 0.62462165 0.58795101 0.40901369 0.50972737 0.37394086 0.5461317 0.65528792 0.59083443 0.39945431] [-0.06391967] [ 0.55567139 0.57081387 0.51519099 0.60700996 0.46715344 0.55841275 0.52979684 0.51379196 0.46554436 0.53856002] [-0.297639] [ 0.58960735 0.66264146 0.52864447 0.47707925 0.39731616 0.59011162 0.53127837 0.62261157 0.57127447 0.41570653] [ 0.09402558] [ 0.55019183 0.57096934 0.36030176 0.38920241 0.36200352 0.37893477 0.4151068 0.52515139 0.48762361 0.35462649] [ 1.43457651] [ 0.64803195 0.53838715 0.54307853 0.39695258 0.29693353 0.42388645 0.45212768 0.48266472 0.4488344 0.43652619] [-1.01790722] [ 0.63555646 0.54745651 0.55320502 0.49818553 0.48294332 0.53182848 0.41042111 0.58168924 0.48002364 0.40027597] [-0.28367683] [ 0.58831869 0.54017639 0.42142777 0.47964597 0.32028307 0.34012211 0.44507536 0.50882427 0.53149001 0.35089474] [-0.0152981] [ 0.33020679 0.67750409 0.43633792 0.60991789 0.38487983 0.73300522 0.32919172 0.57320664 0.58382081 0.59545304] [-0.15289295] [ 0.32743338 0.58328559 0.45280635 0.50926917 0.44700112 0.62505741 0.35476655 0.48478746 0.37357776 0.64892683] [-0.56915332] [ 0.37340078 0.71438077 0.51342711 0.529993 0.38818221 0.62675721 0.50625631 0.59208621 0.49493698 0.51952039] [ 0.48877732] [ 0.79296433 0.64621925 0.54880897 0.32289091 0.32318304 0.27181698 0.60552266 0.65055993 0.62452516 0.39263626] [-0.38529102] [ 0.3012031 0.62781977 0.52208699 0.463751 0.46238521 0.54696357 0.44414841 0.36374289 0.49473424 0.53167169] [-0.17163348] [ 0.46309798 0.78000909 0.43491202 0.70550234 0.39832836 0.70592876 0.36929585 0.59057677 0.59749148 0.66863576] [-0.55069992] [ 0.68475048 0.69932733 0.47267702 0.34332291 0.36791411 0.18392802 0.43591752 0.69173879 0.54483671 0.46652033] [-0.1263617] [ 0.52855375 0.43888473 0.59211596 0.40226709 0.47128267 0.43213921 0.42571998 0.48591216 0.3852713 0.48171833] [-0.09996323] [ 0.6544338 0.57723032 0.59174543 0.34729844 0.3385188 0.34760306 0.55126272 0.66980649 0.55553261 0.41268124] [-0.24114579] [ 0.48875491 0.64636339 0.42715766 0.53838792 0.30445954 0.49076059 0.4188263 0.59937268 0.48159917 0.55241315] [-0.14361818] [ 0.47798331 0.61867584 0.50625238 0.43082692 0.37155475 0.41657154 0.58061613 0.46933045 0.61526337 0.4754604 ] [ 0.23222044] [ 0.23578686 0.64190211 0.38861865 0.52907548 0.48239451 0.67223783 0.36686517 0.33262541 0.38164637 0.66420787] [-0.61781789] [ 0.45690458 0.75597711 0.40795161 0.56243004 0.38433368 0.4991915 0.40965254 0.52818403 0.61406657 0.53759813] [-1.14395658] [ 0.51265857 0.47574359 0.48034936 0.52156618 0.34953652 0.37622884 0.44355263 0.48580845 0.46306524 0.31200481] [-1.10322931] [ 0.64444438 0.65290912 0.58524563 0.53634902 0.41116283 0.40114549 0.41196297 0.63373962 0.50197962 0.3990235 ] [-0.35460248] [ 0.74088658 0.59217304 0.65013799 0.36648463 0.45117957 0.33294913 0.54151719 0.74372147 0.5285743 0.3799534 ] [ 0.31477476] [ 0.61854812 0.56802299 0.50664639 0.51075746 0.25147186 0.28586542 0.51681329 0.66736596 0.52549845 0.34053157] [-0.7472751] [ 0.86051349 0.50533487 0.55727904 0.35062124 0.26315416 0.21259923 0.50085204 0.65327811 0.49625995 0.31667702] [-0.22822531] [ 0.59983683 0.69904994 0.54921146 0.66170112 0.43286616 0.51756151 0.43219331 0.60616322 0.56670965 0.42123761] [ 0.851861] [ 0.54550462 0.58752275 0.58543862 0.3504411 0.46904025 0.55757905 0.40622456 0.49595244 0.5878862 0.56961226] [-0.3726901] [ 0.691095 0.71261756 0.37213679 0.34098547 0.32310315 0.41214118 0.39645653 0.65539708 0.55836833 0.42673055] [-0.40325771] [ 0.40061804 0.64658437 0.57823163 0.51867666 0.54948583 0.61247087 0.43871389 0.53800411 0.55219007 0.55673267] [-0.82099584] [ 0.7555314 0.56099925 0.53834675 0.46433041 0.34326748 0.23278556 0.39947474 0.55298101 0.5414045 0.39344525] [-0.28844781] [ 0.32515759 0.50682749 0.52968931 0.52173883 0.53158931 0.52604646 0.41386023 0.3521676 0.3545933 0.52916439] [-0.02389732] [ 0.4893515 0.72547963 0.48516233 0.68639558 0.41614897 0.6399908 0.3814358 0.59049055 0.58295835 0.60817894] [-0.26788394] [ 0.38466465 0.70998976 0.42809841 0.5828002 0.52164973 0.57900843 0.34971186 0.42457534 0.52577784 0.59487404] [ 0.37983331] [ 0.26925033 0.6511509 0.43857575 0.53698298 0.40780555 0.7554021 0.33685619 0.52495119 0.44130801 0.55360222] [-0.98900279] [ 0.73469301 0.57381336 0.53838991 0.4412293 0.26486374 0.2258749 0.55614961 0.62011785 0.5657877 0.30946917] [ 1.08107218] [ 0.53121689 0.65551165 0.3791297 0.55029531 0.28257023 0.38811971 0.50747384 0.5180312 0.65027891 0.37183379] [-0.04583213] [ 0.3557424 0.50576606 0.52102867 0.62811796 0.42344822 0.59158515 0.43573962 0.4078252 0.53149927 0.50892346] [ 0.36498305] [ 0.26838385 0.57873744 0.44030751 0.61094691 0.42258004 0.7523433 0.40335776 0.56711339 0.52884484 0.51406825] [-0.83555037] [ 0.58648888 0.69443564 0.51609667 0.64807507 0.37582399 0.53441185 0.39778824 0.63979752 0.55933261 0.47007304] [-0.03473654] [ 0.81063482 0.48965939 0.57054626 0.25732053 0.43727375 0.34615627 0.54380045 0.68698517 0.48349768 0.31670625] [ 0.37234094] [ 0.71167677 0.56254164 0.56040492 0.41978643 0.36657993 0.41325906 0.52849663 0.73706487 0.59603135 0.39695143] [-0.2170746] [ 0.44228533 0.54538421 0.35108823 0.53510584 0.29285601 0.47108782 0.40415156 0.44403481 0.5105988 0.35904294] [ 0.05958234] [ 0.34612731 0.39673617 0.66708062 0.52193708 0.57188198 0.66726081 0.37182948 0.33999833 0.43013564 0.51874575] [-1.11395466] [ 0.55665463 0.2817007 0.62228391 0.353823 0.45584606 0.45105381 0.48158147 0.58129661 0.42680423 0.31808618] [-0.60394812] [ 0.64150673 0.56019969 0.54138089 0.56859067 0.46021345 0.32998865 0.42034474 0.66141289 0.62409528 0.42766156] [-0.84039421] [ 0.51259279 0.63403579 0.45902643 0.51446537 0.33299279 0.35873489 0.42258379 0.56226771 0.57788341 0.39663837] [-0.56428433] [ 0.46065118 0.56899499 0.50112247 0.57583375 0.47657151 0.47692576 0.40272619 0.44097763 0.50777316 0.43628652] [-0.88178492] [ 0.82537396 0.6346543 0.56084414 0.21734792 0.29525344 0.29849149 0.58240942 0.65795874 0.56915092 0.35822621] [-0.74851244] [ 0.52324377 0.76045885 0.47400157 0.59973819 0.24814157 0.53274442 0.4107683 0.46593693 0.58747854 0.53744817] [-0.43014202] [ 0.54015194 0.66636924 0.48432459 0.37903961 0.43273588 0.31225041 0.40891279 0.59942836 0.4784357 0.61130628] [-0.70061245] [ 0.3976695 0.71132404 0.43220103 0.51153533 0.31551842 0.50732275 0.4156417 0.49979927 0.57427383 0.54339576] [-0.56912567] [ 0.58931072 0.74513625 0.40286207 0.57621845 0.3113017 0.51182418 0.34680842 0.48556374 0.55657139 0.59929274] [ 1.06963973] [ 0.74729971 0.56875346 0.54165743 0.41023489 0.21459872 0.22428239 0.52163803 0.73310143 0.57161532 0.24584165] [-0.34311925] [ 0.40804128 0.64242417 0.44318454 0.58870901 0.41855061 0.60088459 0.34887256 0.52219513 0.53071453 0.53056652] [ 0.91445511] [ 0.63716758 0.60279253 0.41448051 0.61268637 0.25240104 0.26111523 0.43607847 0.6661502 0.57851489 0.53860721] [-0.39141601] [ 0.39623066 0.63160785 0.48801988 0.49698119 0.46851922 0.56298413 0.40439223 0.38636526 0.55987226 0.57878505] [-0.45339173] [ 0.78987713 0.60777593 0.53198929 0.32849187 0.34701968 0.26457356 0.52381506 0.50069557 0.61680306 0.33743512] [ 1.20840739] [ 0.57484162 0.66382578 0.47909889 0.62438865 0.44316793 0.43227588 0.49375073 0.74176806 0.50895206 0.48943463] [ 1.80163503] [ 0.54768765 0.67364343 0.38151264 0.43074648 0.31610218 0.22686312 0.53179726 0.65440542 0.7045359 0.25109643] [-0.17287582] [ 0.29506283 0.43993054 0.60617481 0.50773863 0.54462407 0.63681236 0.4504993 0.3904168 0.42507867 0.50354912] [-0.16361176] [ 0.82106051 0.33147502 0.7245652 0.26419961 0.54096956 0.27531164 0.53403986 0.6870073 0.3807461 0.31510828] [ 0.21981979] [ 0.60744845 0.35449718 0.59300368 0.31653852 0.40981561 0.47710635 0.54697578 0.54814317 0.49720251 0.36292211] [ 0.3119462] [ 0.54356137 0.69275397 0.4818779 0.43285663 0.4842723 0.50985009 0.47564169 0.6525018 0.64007129 0.43593085] [ 0.04752781] [ 0.43592898 0.53505261 0.4720971 0.5116574 0.36608953 0.37035529 0.46148873 0.51805591 0.60239753 0.2949219 ] [-0.32719004] [ 0.38605741 0.6654954 0.46973271 0.54716577 0.39773098 0.66074523 0.35598711 0.50573738 0.53193627 0.57513384] [-0.65783775] [ 0.51025671 0.66196765 0.49134533 0.59072369 0.35646963 0.5534759 0.45566916 0.43915268 0.57718806 0.55158698] [ 2.80132853] [ 0.50715851 0.50773595 0.4522964 0.52754077 0.32986305 0.21238871 0.41220829 0.64327426 0.48558103 0.32405183] [ 0.18965079] [ 0.30437666 0.55489506 0.44554812 0.54833694 0.43644929 0.57326764 0.45855481 0.60287951 0.55670612 0.43108539] [-0.15513257] [ 0.27808741 0.5597769 0.51991424 0.40183003 0.51613811 0.64042982 0.48231077 0.36689844 0.51001332 0.57419794] [ 0.11509915] [ 0.38739986 0.26855503 0.69008716 0.31684374 0.57726434 0.63683029 0.43808484 0.40837739 0.30189298 0.49305389] [ 0.18105461] [ 0.22787491 0.57323908 0.39429659 0.64126615 0.5659884 0.6694331 0.33714873 0.4149629 0.38553692 0.57435704] [-1.0035846] [ 0.81816698 0.45872414 0.59891327 0.24038476 0.38245811 0.37731851 0.46616336 0.66574174 0.5163803 0.37446525] [-1.09003306] [ 0.84019251 0.70209299 0.49746477 0.33262391 0.27366083 0.34039423 0.50201542 0.66645346 0.61567985 0.49210908] [-0.06875584] [ 0.45981105 0.72803649 0.3389252 0.72187303 0.32804186 0.59322129 0.401172 0.64702061 0.54653011 0.56219692] [-0.21875099] [ 0.47624477 0.54168498 0.56935598 0.31630091 0.51783134 0.52506747 0.3770161 0.63425741 0.45882346 0.5424315 ] [-0.26638816] [ 0.42193807 0.2008841 0.75066652 0.37941805 0.54698969 0.53811937 0.39877406 0.43694381 0.320037 0.3411713 ] [-0.16560217] [ 0.52545649 0.62869486 0.41846733 0.55930545 0.3151526 0.43700988 0.45486456 0.4998481 0.63560868 0.40035818] [-0.28718467] [ 0.63604967 0.23916439 0.72884647 0.1920451 0.49378365 0.32330983 0.44238561 0.57905864 0.34746209 0.2960495 ] [-0.66145777] [ 0.57406888 0.75293426 0.50303439 0.6446414 0.4476369 0.59792177 0.52771639 0.54763516 0.65751398 0.49965315] [ 0.56325486] [ 0.4326754 0.41774281 0.56624269 0.53014423 0.47614331 0.61021863 0.44406389 0.51366208 0.40765453 0.4315296 ] [ 0.12915619] [ 0.28336568 0.55633664 0.58433936 0.54473227 0.42810498 0.66358641 0.48011131 0.43904376 0.51313194 0.6068645 ] [ 0.59577877] [ 0.76201212 0.68035252 0.55955918 0.33593686 0.46033203 0.32021786 0.57000513 0.58804888 0.64914206 0.33933365] [ 0.72992981] [ 0.76138455 0.41300466 0.63986671 0.31648704 0.42852501 0.22611967 0.56717975 0.5702884 0.44417074 0.41618601] [ 0.45635885] [ 0.34322788 0.44158893 0.5465048 0.6041252 0.34399544 0.56192157 0.42165852 0.50173022 0.43466171 0.37330152] [-0.70356604] [ 0.50890902 0.64472059 0.45298018 0.56503756 0.38234966 0.54447748 0.37893614 0.58000604 0.55546391 0.48272586] [ 0.0474124] [ 0.39182547 0.79757992 0.37561319 0.6810451 0.22493456 0.57157445 0.35325135 0.53045401 0.59947059 0.60761424] [-0.2576913] [ 0.59427723 0.67161271 0.46869089 0.63795871 0.4718586 0.42740448 0.41939654 0.70516456 0.61625217 0.49829492] [-0.2435502] [ 0.47819965 0.24298337 0.59895836 0.31913436 0.56071078 0.62726683 0.43487803 0.53362108 0.41605732 0.36927483] [-0.55058853] [ 0.62616069 0.79100836 0.41420988 0.563453 0.28652551 0.46549869 0.39439275 0.53441301 0.68927891 0.54828291] [ 0.3139586] [ 0.49328131 0.61628232 0.49883782 0.62177949 0.38459976 0.51697649 0.53817733 0.59435052 0.51172447 0.43339643] [ 0.46317052] [ 0.39911573 0.49891819 0.6277916 0.46494208 0.55521895 0.40462632 0.40338939 0.40223176 0.46887528 0.56274846] [ 0.29678173] [ 0.33222789 0.48487264 0.60888794 0.41778767 0.52728542 0.63918331 0.42316202 0.39679212 0.32821535 0.60210689] [-0.85961177] [ 0.58091505 0.63848873 0.47665788 0.51434348 0.38958284 0.60788809 0.47986932 0.61153807 0.58227653 0.44680857] [ 0.07780367] [ 0.50582894 0.70475114 0.42902771 0.77237132 0.40762634 0.55953293 0.40265191 0.63351164 0.56488563 0.76194 ] [-0.39873961] [ 0.39774613 0.55597814 0.41057003 0.52381938 0.32564295 0.66092096 0.41173292 0.56570727 0.36153867 0.49639471] [ 0.26600754] [ 0.32840392 0.39848874 0.66389352 0.41478985 0.46889611 0.51666904 0.36994248 0.44386064 0.35759184 0.45132356] [ 0.04823672] [ 0.26131517 0.53620202 0.50982754 0.41419259 0.4807459 0.65277358 0.36291943 0.36339072 0.45278321 0.52254105] [ 0.06271597] [ 0.2668968 0.5769793 0.46708232 0.59068628 0.43535796 0.57969977 0.37636877 0.47877781 0.49588123 0.53545939] [-0.02624141] [ 0.33906037 0.7069803 0.39613876 0.64603889 0.26780729 0.58340013 0.44066273 0.51898801 0.53314332 0.5207759 ] [ 0.42330796] [ 0.36759338 0.38051131 0.62621304 0.50268673 0.54847869 0.49418938 0.34046904 0.39157947 0.40264798 0.4261911 ] [-0.06354556] [ 0.30043895 0.67750738 0.40406 0.62568708 0.42010147 0.67589346 0.32318494 0.41500921 0.47195408 0.53224306] [ 0.30607586] [ 0.51846603 0.40783781 0.62907339 0.27821656 0.46970901 0.49951398 0.51135303 0.74536621 0.46122251 0.36567325] [ 0.86951836] [ 0.86550666 0.43457765 0.71991514 0.13644158 0.44128956 0.33251835 0.67020322 0.72682004 0.4616918 0.33998501] [ 1.02401598] [ 0.64944398 0.46315694 0.62458738 0.34217208 0.37052384 0.37136531 0.48327008 0.70284348 0.45660539 0.3134273 ] [-0.51263285] [ 0.5922652 0.63580167 0.61246891 0.45781944 0.44148787 0.51601507 0.43874235 0.6306517 0.47966016 0.47325954] [ 0.58260998] [ 0.36391009 0.4513002 0.46434696 0.59679194 0.53526562 0.7207953 0.44767082 0.4734887 0.38734775 0.53766972] Progress: 29.4% ... Training loss: 0.431 ... Validation loss: 0.702[ 0.5152707] [ 0.52748567 0.67954721 0.46075977 0.69488941 0.52194417 0.56983506 0.51617467 0.56798526 0.56386857 0.49833417] [-0.26826135] [ 0.29457151 0.506874 0.44038944 0.6095273 0.49451443 0.53570195 0.39510313 0.42377898 0.44996819 0.49355032] [ 0.62417754] [ 0.87158318 0.76172929 0.57096061 0.31023671 0.33878379 0.26164316 0.5931973 0.71118473 0.66359379 0.41199441] [ 0.12053118] [ 0.48497501 0.60158062 0.50207637 0.50988031 0.37991997 0.32363093 0.4704871 0.50477964 0.56695109 0.52126644] [ 0.01752758] [ 0.38756413 0.35718122 0.52534791 0.41200586 0.47072246 0.48779419 0.48937393 0.53176848 0.37558879 0.3701985 ] [-0.18180285] [ 0.37115614 0.68834207 0.52593544 0.46982806 0.59129974 0.6252193 0.46858185 0.38855569 0.64432047 0.59946112] [ 0.35553073] [ 0.55232004 0.67384704 0.49756052 0.47036246 0.29976616 0.47580905 0.46607255 0.53151708 0.52589638 0.51532164] [ 0.09676795] [ 0.35053151 0.67698694 0.45803129 0.65730218 0.39626717 0.65413196 0.39839502 0.35384589 0.55155793 0.63488908] [ 0.19925438] [ 0.31461056 0.74578456 0.31126731 0.67427637 0.28618222 0.48602367 0.40576186 0.53399978 0.621221 0.54354894] [ 0.32516056] [ 0.24288873 0.59520667 0.43546997 0.61055508 0.56588672 0.70728854 0.33905055 0.43339645 0.41887188 0.64630952] [-0.78894341] [ 0.59133518 0.50794092 0.51137147 0.46707291 0.33840012 0.27718681 0.54096338 0.73074406 0.51528179 0.20980427] [-0.35268335] [ 0.43998005 0.59141298 0.43877825 0.45999154 0.45170545 0.45830377 0.43812809 0.69224472 0.56554784 0.5176435 ] [ 0.8435061] [ 0.64707904 0.57401625 0.5773173 0.29238888 0.37264401 0.45970647 0.52477586 0.51835078 0.49873603 0.49799026] [ 0.06867367] [ 0.43295984 0.63657809 0.42873515 0.46222464 0.44921914 0.48403138 0.38829557 0.44590497 0.45110837 0.5870834 ] [ 0.15576009] [ 0.29900766 0.7458734 0.39906998 0.64271367 0.38928811 0.66063366 0.45348237 0.5098433 0.53559037 0.52193517] [-0.31616389] [ 0.77880216 0.65011804 0.49012402 0.41037249 0.28672906 0.41602619 0.45087823 0.6138429 0.55967607 0.52517159] [ 1.26099898] [ 0.57543504 0.63836258 0.47974655 0.50141269 0.32135185 0.29482502 0.42163878 0.67822167 0.50518897 0.5029266 ] [-0.24355382] [ 0.63967825 0.5463287 0.42221793 0.41560517 0.37225259 0.31440421 0.37515807 0.56570613 0.40984177 0.45174244] [-0.6464012] [ 0.58584898 0.67386643 0.53048636 0.62463401 0.39846025 0.54248003 0.39966187 0.6204341 0.53691007 0.47696054] [ 0.51839843] [ 0.22548461 0.52947431 0.52891761 0.65794584 0.4328987 0.74663982 0.33676031 0.39441314 0.31291811 0.57313421] [ 0.40749262] [ 0.35149041 0.39081462 0.69093801 0.49437546 0.49662319 0.71879864 0.38831376 0.44579964 0.44600104 0.56879604] [ 0.20757488] [ 0.5273747 0.48063678 0.48235326 0.45199149 0.28252591 0.47238075 0.47721231 0.45651807 0.47799531 0.38248977] [-0.63647045] [ 0.41282497 0.7482223 0.32620543 0.70719885 0.27570421 0.50762468 0.45447572 0.65111566 0.61248641 0.53031325] [-0.24877592] [ 0.42289252 0.74915886 0.39014574 0.62404683 0.42778205 0.55115369 0.36887684 0.49809408 0.53425383 0.63312631] [ 1.38187603] [ 0.51119549 0.58473303 0.45228101 0.62554903 0.32066261 0.39962122 0.51791449 0.65669387 0.51268667 0.24115923] [-0.9913675] [ 0.77949263 0.7443089 0.56142187 0.31984889 0.38206099 0.43335373 0.6020386 0.74202747 0.59654636 0.52523652] [-0.09370214] [ 0.37128212 0.45617331 0.46943475 0.66024542 0.48539132 0.52386344 0.41002708 0.4533129 0.40732693 0.41873865] [-0.23626591] [ 0.3006725 0.38672735 0.67242039 0.45736515 0.45977015 0.65957565 0.46133574 0.34267002 0.38845322 0.45436596] [ 0.21060778] [ 0.26958197 0.5716439 0.51219584 0.52021495 0.52254858 0.62324654 0.38878877 0.39593937 0.4529228 0.63882454] [-0.44652937] [ 0.51271696 0.7273504 0.35171821 0.68556829 0.30781379 0.52242285 0.33083705 0.4417423 0.49936256 0.55384999] [-0.59186342] [ 0.65943289 0.57914773 0.5191641 0.37871996 0.38273756 0.26371787 0.55198948 0.71712191 0.61232377 0.3337371 ] [-0.37402987] [ 0.65406847 0.44889928 0.60690646 0.384642 0.46269456 0.2791557 0.45586497 0.54133407 0.40349574 0.49040654] [ 0.78398041] [ 0.46720572 0.59585466 0.50371254 0.54562486 0.26378271 0.41317957 0.49773918 0.66686964 0.61210137 0.30985133] [ 0.62319934] [ 0.38732751 0.47043123 0.51707201 0.49330099 0.43929144 0.43379512 0.39733359 0.43185512 0.46778631 0.42358007] [ 0.14427094] [ 0.61564961 0.70129012 0.50237482 0.61539089 0.32587224 0.43600164 0.436686 0.46274751 0.67430242 0.49395 ] [-0.44929508] [ 0.58599118 0.54322774 0.48103761 0.51378302 0.37831592 0.46922116 0.48430598 0.54067944 0.48830841 0.37637956] [ 0.65060705] [ 0.71244872 0.47541697 0.612222 0.34599074 0.29074673 0.22305161 0.53982699 0.78175689 0.44129025 0.18733669] [-0.06468166] [ 0.39438667 0.40428896 0.65702446 0.36027978 0.55273117 0.61498748 0.41151095 0.43148144 0.42662326 0.58930168] [-0.337172] [ 0.58266099 0.63452278 0.43619219 0.60491823 0.34886953 0.39229938 0.51640922 0.67853145 0.5769843 0.34930773] [ 0.29689217] [ 0.35194951 0.71661686 0.32224203 0.59040831 0.31523882 0.62138926 0.45050191 0.53660473 0.54739681 0.448119 ] [-0.15814958] [ 0.44520079 0.68624598 0.43182477 0.59793532 0.30451157 0.69494205 0.37139448 0.44279482 0.60310292 0.63611246] [ 0.48069572] [ 0.22387361 0.5621177 0.49694636 0.64103655 0.42053124 0.7427924 0.35743452 0.44117511 0.37332011 0.57696727] [-0.19359761] [ 0.35264569 0.49891353 0.44387982 0.45580372 0.44977701 0.39189612 0.50124243 0.51817266 0.45150849 0.43882521] [-0.22893847] [ 0.55903642 0.62713922 0.45013623 0.64051127 0.34013862 0.68433758 0.45386937 0.61528946 0.46466071 0.59526771] [-0.23730807] [ 0.45918955 0.57183324 0.49338265 0.45828446 0.46311021 0.52846184 0.38414914 0.58354896 0.5018747 0.54881182] [ 0.18134375] [ 0.72841849 0.70404694 0.61833329 0.44594208 0.48641979 0.31885545 0.48989568 0.65469649 0.67715822 0.41507672] [ 1.25603094] [ 0.74574746 0.56244955 0.55234449 0.31556733 0.28286158 0.26905013 0.54179992 0.67845763 0.53999679 0.32210005] [-0.06533041] [ 0.4255399 0.6972175 0.48425 0.45962022 0.45458972 0.74450837 0.36972012 0.55796179 0.5672883 0.71050256] [-0.68849496] [ 0.60378636 0.69576161 0.55242302 0.5371395 0.44688693 0.41822311 0.4309823 0.64519573 0.53246964 0.44601486] [ 0.40822826] [ 0.77864015 0.59823862 0.51955328 0.32486407 0.23578101 0.20583748 0.49694289 0.66277134 0.60947114 0.27477952] [-0.57315104] [ 0.52469638 0.60099082 0.46896714 0.60683861 0.51683109 0.49609877 0.34604124 0.53148804 0.4957928 0.45158281] [ 0.61135184] [ 0.61356526 0.72714761 0.50845344 0.51446682 0.3670124 0.4725699 0.58598322 0.65711688 0.60198041 0.49542231] [-0.25151019] [ 0.34848978 0.65747888 0.4256028 0.6125698 0.41970727 0.73075551 0.51204924 0.58048897 0.56496052 0.50094001] [-0.25496552] [ 0.4257985 0.36172385 0.63341448 0.31443364 0.50001899 0.4477059 0.51044263 0.39301529 0.49114178 0.36237226] [-0.1448901] [ 0.67290641 0.68992536 0.44831343 0.49612071 0.38603908 0.48615714 0.45034008 0.683759 0.57183245 0.42027924] [ 0.31797953] [ 0.6601565 0.56595406 0.561793 0.49106159 0.28253121 0.42444842 0.3927649 0.52488346 0.5940829 0.46559129] [ 0.57799803] [ 0.24095363 0.41946367 0.52922836 0.63674335 0.62512174 0.6506814 0.30617476 0.31474053 0.25855723 0.75135864] [-0.01496652] [ 0.47232868 0.66930765 0.50344922 0.45753182 0.38851629 0.55803546 0.42042845 0.51246227 0.46938872 0.57395021] [ 0.494271] [ 0.52309207 0.55813897 0.5323529 0.51221601 0.49339171 0.55080842 0.55088786 0.65744478 0.52901717 0.4117173 ] [-0.05804788] [ 0.24999992 0.35307369 0.60965711 0.50548664 0.45473123 0.59665216 0.46770979 0.38592535 0.46315328 0.42282862] [-0.06904734] [ 0.36447585 0.55628512 0.36513935 0.62864404 0.44482638 0.61695064 0.41482642 0.44782307 0.43799968 0.39894033] [ 0.29035222] [ 0.29371983 0.60395343 0.43579435 0.55344721 0.38020678 0.65690926 0.31467704 0.45204346 0.44764748 0.51247206] [-0.56776952] [ 0.42550139 0.56847732 0.38878088 0.58384557 0.34051442 0.34776047 0.34849174 0.5030576 0.53679111 0.36258637] [-0.06843611] [ 0.54335708 0.6547321 0.53796268 0.65933275 0.40430204 0.62874321 0.36750222 0.55906289 0.52465915 0.56345303] [ 0.05473082] [ 0.51665681 0.57806337 0.58604907 0.49024486 0.42880579 0.60123549 0.49302732 0.44539104 0.4924077 0.53096557] [ 0.61143129] [ 0.51341873 0.59587268 0.55640322 0.54646729 0.4055614 0.48846991 0.39377488 0.60611494 0.61450564 0.49915678] [ 1.21641666] [ 0.6006571 0.75801615 0.52242929 0.45778984 0.34626239 0.59850188 0.49407819 0.54400591 0.56960221 0.57145666] [-0.19999802] [ 0.37911251 0.77477004 0.361216 0.69663894 0.27339121 0.5467166 0.35377171 0.53492701 0.54216139 0.70598571] [ 0.68508043] [ 0.18593316 0.63981084 0.42784979 0.63894235 0.51917481 0.7987804 0.3742946 0.32690198 0.38690752 0.68820704] [ 0.21442705] [ 0.29464434 0.69424211 0.39197667 0.6712149 0.37924499 0.6009011 0.3463728 0.49433558 0.54659887 0.58712665] [-0.02694921] [ 0.5409062 0.73768851 0.34282292 0.69569936 0.25950425 0.36105622 0.34837498 0.55160538 0.59534913 0.56084231] [ 0.65022107] [ 0.59309032 0.3842238 0.64293085 0.35769942 0.48436084 0.38659995 0.38798639 0.53138347 0.3980202 0.45185511] [ 0.18885757] [ 0.48538291 0.44526997 0.4701324 0.36706416 0.37094919 0.42004786 0.5031325 0.58623357 0.49796971 0.27337517] [-0.45119452] [ 0.45757007 0.76230867 0.42123092 0.6437723 0.43723722 0.59570331 0.32708813 0.65675036 0.58277015 0.61032163] [-0.13273528] [ 0.44622853 0.38011623 0.62133234 0.39428372 0.54049687 0.65927145 0.38774598 0.52908288 0.35826655 0.49712507] [-0.46456374] [ 0.37876572 0.50132885 0.59151833 0.44585109 0.44372945 0.44960594 0.47669672 0.49788852 0.52918156 0.3681515 ] [-0.40071468] [ 0.32225037 0.54311589 0.51158501 0.4441868 0.42779776 0.56256966 0.35290141 0.46996337 0.36523808 0.44972913] [ 0.80132436] [ 0.70623175 0.72985969 0.53545343 0.37611534 0.38336453 0.43402898 0.6571118 0.71218958 0.68800378 0.42387526] [-0.22562618] [ 0.42008384 0.64700081 0.46035354 0.64550494 0.57081559 0.53751598 0.43073929 0.41145143 0.47371636 0.56471981] [-0.76301614] [ 0.55800638 0.64324826 0.46733348 0.61937736 0.45694293 0.42511049 0.41352229 0.57729429 0.5590777 0.49694984] [ 0.36216981] [ 0.20408494 0.53727871 0.46517201 0.47830938 0.60838205 0.70223049 0.38955888 0.33581517 0.42509382 0.65429961] [-0.21009241] [ 0.36769338 0.58069137 0.42498661 0.50301973 0.44806169 0.48513357 0.42611261 0.4735439 0.51766069 0.43637953] [ 0.91121368] [ 0.79842279 0.44639387 0.58169177 0.31901413 0.36191098 0.18500996 0.46322985 0.65993619 0.45241726 0.3097927 ] [ 1.16775031] [ 0.40604254 0.63854265 0.40227632 0.54734 0.31822453 0.3701574 0.41694715 0.57719766 0.5562863 0.36486252] [-0.15858492] [ 0.38877547 0.79934607 0.33874655 0.65685035 0.32911029 0.54819409 0.39401207 0.45013752 0.48404354 0.67747625] [-0.77735927] [ 0.5667102 0.52769473 0.53651027 0.52523984 0.33538242 0.42514052 0.44166912 0.63874616 0.40740789 0.32868321] [ 0.47731926] [ 0.70777929 0.55956048 0.60261108 0.31054983 0.47933421 0.32557622 0.45377858 0.62735541 0.53282146 0.36850168] [-0.00616982] [ 0.65710421 0.64750499 0.51029302 0.40134503 0.28743124 0.33409351 0.44012224 0.6745508 0.60255822 0.4254375 ] [ 0.3328664] [ 0.40639741 0.82076647 0.36564424 0.63722367 0.36048438 0.4685662 0.38221018 0.6759784 0.68787943 0.52633228] [-0.16635437] [ 0.52804277 0.69810711 0.34384604 0.56137874 0.27828764 0.66205357 0.42033765 0.7136081 0.50928866 0.48267638] [-0.36176023] [ 0.35265475 0.6738257 0.42863926 0.65405233 0.40705045 0.52437274 0.36087335 0.46886713 0.56062585 0.52209165] [ 0.17985511] [ 0.27398854 0.60567144 0.34198246 0.49927109 0.38751937 0.78008778 0.36050269 0.48222422 0.38806495 0.56476673] [-0.82066147] [ 0.80028782 0.51218612 0.57737951 0.36947282 0.35269868 0.37081992 0.49218945 0.48940975 0.56933321 0.37177223] [ 0.61849501] [ 0.46031647 0.70637837 0.44658372 0.5980916 0.33539165 0.56294938 0.53000191 0.6390493 0.53787542 0.52281677] [-0.17598231] [ 0.68236503 0.58559248 0.57961628 0.25216223 0.34696305 0.46353254 0.5728445 0.57591805 0.53103713 0.48084285] [ 0.55125333] [ 0.69785638 0.52741623 0.54510777 0.53355486 0.43245767 0.33807814 0.53222891 0.63852999 0.54937399 0.32226794] [-0.23013119] [ 0.35005579 0.73569616 0.34977088 0.68044582 0.26335184 0.59838497 0.38389697 0.47009419 0.53712095 0.57664735] [-0.0989935] [ 0.73407573 0.49702316 0.54440183 0.27244281 0.39605792 0.34681066 0.44326051 0.61432326 0.50415001 0.37888999] [ 1.94413957] [ 0.6317952 0.55023143 0.5050668 0.47019332 0.35433835 0.28249909 0.44576261 0.57727954 0.55858522 0.29820484] [ 0.65118399] [ 0.45660099 0.54776755 0.51394232 0.50972015 0.35811366 0.47996837 0.46175033 0.5015626 0.41121469 0.54721235] [-0.11987521] [ 0.31373695 0.49587014 0.58672225 0.4281411 0.5646019 0.52774242 0.40867665 0.33257851 0.43349637 0.62512483] [-0.35106199] [ 0.61430818 0.45969575 0.59933391 0.22220403 0.4525159 0.43254694 0.50118337 0.72365747 0.5360702 0.36679494] [ 0.66494915] [ 0.82617771 0.528384 0.54246176 0.14932062 0.34055672 0.22908056 0.57834203 0.73224896 0.59701723 0.27690188] [ 1.22514137] [ 0.57325386 0.52489994 0.54325785 0.39590807 0.38192324 0.58137604 0.44006742 0.79979846 0.52874643 0.40584444] [ 0.2165053] [ 0.3220278 0.58024657 0.45105479 0.44911322 0.47436903 0.7228775 0.3817352 0.49130523 0.46796533 0.64784902] [ 0.68698281] [ 0.62575474 0.57621735 0.54743262 0.53107961 0.42342411 0.53619212 0.4508362 0.64611107 0.53357018 0.46840313] [-0.09088313] [ 0.35769138 0.50772703 0.52890004 0.62932293 0.49357768 0.6563649 0.32961804 0.42715591 0.42155495 0.5313797 ] [-0.41069748] [ 0.71277932 0.43568947 0.58001412 0.37235147 0.34819414 0.45145918 0.52148223 0.69921957 0.45893905 0.33120004] [ 0.64728922] [ 0.63252319 0.57042549 0.58855219 0.28264659 0.3760897 0.41991812 0.59793168 0.58894377 0.60371736 0.45428013] [-0.07946574] [ 0.44805516 0.36503974 0.66889705 0.3799298 0.47733692 0.67073693 0.42950211 0.42405687 0.41997524 0.5248862 ] [-0.64609649] [ 0.58496292 0.65308146 0.43816917 0.63347079 0.25554426 0.56546552 0.32050212 0.50780506 0.50092981 0.49116947] [-0.56776952] [ 0.42550139 0.56847732 0.38878088 0.58384557 0.34051442 0.34776047 0.34849174 0.5030576 0.53679111 0.36258637] [-0.406477] [ 0.45330018 0.59337039 0.53055107 0.52510422 0.45462358 0.53601183 0.4154995 0.42757573 0.50974119 0.4786496 ] [ 0.09849817] [ 0.55549087 0.52031968 0.61677449 0.33870476 0.48126226 0.38431378 0.47183277 0.65340303 0.45522795 0.56520583] [ 0.31981249] [ 0.34912028 0.48849436 0.55111967 0.494901 0.49944746 0.58116542 0.40459167 0.51351768 0.60131404 0.43522908] [-1.04720826] [ 0.61128767 0.51858032 0.43863917 0.53284826 0.40113349 0.25141524 0.44098531 0.37084842 0.40316932 0.43062813] [ 1.22340886] [ 0.42523104 0.64437771 0.36591937 0.59864406 0.29582732 0.49684159 0.40054208 0.46344917 0.48267943 0.40807533] [-0.40253111] [ 0.82118249 0.62579486 0.62541537 0.32471556 0.48420464 0.40035343 0.60851376 0.61670451 0.54958455 0.49192612] [ 0.41506326] [ 0.5463135 0.71108244 0.36976078 0.51528507 0.35603202 0.33138939 0.40423051 0.57447007 0.55523519 0.43374572] [-0.01839587] [ 0.75201493 0.46195077 0.56330855 0.38260119 0.33299704 0.18841808 0.46050464 0.64513069 0.38328201 0.41778334] [-0.50100917] [ 0.36722899 0.39166299 0.57059173 0.47216209 0.51470545 0.49958634 0.45485815 0.39783624 0.46581879 0.36547727] [-0.60286087] [ 0.77613137 0.44556577 0.60146693 0.30670263 0.43542217 0.33662745 0.47561181 0.54557148 0.51284189 0.35281159] [-0.383003] [ 0.56304374 0.67350672 0.38338094 0.64773492 0.28576349 0.34555485 0.35843755 0.5392948 0.54592689 0.53505015] [ 0.88683326] [ 0.46757017 0.55125956 0.53443365 0.39456826 0.41681091 0.46907656 0.59710047 0.67158589 0.50736763 0.34736055] [ 0.49083345] [ 0.31348662 0.66858224 0.30840435 0.64142348 0.42043114 0.70251052 0.42791196 0.45626191 0.49388734 0.59039834] [ 1.19502121] [ 0.64890894 0.50130475 0.59080441 0.44555398 0.32606653 0.30808981 0.46431334 0.76107899 0.538022 0.31159688] [ 0.2412873] [ 0.35808754 0.46872952 0.60020514 0.31108063 0.54187815 0.45365277 0.46562071 0.3933438 0.42221543 0.48056864] [ 1.12454741] [ 0.71884196 0.5523634 0.53961677 0.52740918 0.33081675 0.35735039 0.54267868 0.7621111 0.44329269 0.4641264 ] Progress: 29.7% ... Training loss: 0.417 ... Validation loss: 0.681[ 0.3339847] [ 0.48737881 0.58218346 0.44747418 0.51978134 0.28204731 0.2519619 0.40352894 0.61757315 0.55929026 0.26492773] [-0.01945717] [ 0.37265102 0.33186958 0.63361445 0.40065749 0.54341062 0.4501537 0.50479739 0.42812214 0.38572706 0.34763265] [-0.01312358] [ 0.58256725 0.74341526 0.46000999 0.68668383 0.36619652 0.49258932 0.4708879 0.63463373 0.6277077 0.65152066] [-0.86406484] [ 0.42955679 0.45900382 0.5956026 0.40518938 0.47267805 0.37697174 0.45542 0.4458263 0.46605239 0.33592802] [-0.03903003] [ 0.36102685 0.77106186 0.39129076 0.65141652 0.34171809 0.58678383 0.31888843 0.45500063 0.55245955 0.64798736] [ 0.57398083] [ 0.79061962 0.47883402 0.61485485 0.27752625 0.36908288 0.30079249 0.52602056 0.60161643 0.59044161 0.3247435 ] [-0.45921576] [ 0.65021701 0.39002416 0.66948599 0.40218107 0.38682341 0.2915797 0.48776694 0.64595421 0.44660749 0.23714657] [-0.12661158] [ 0.63625053 0.38669145 0.76018573 0.27012623 0.64172992 0.54149214 0.44304474 0.56448221 0.41516677 0.51963048] [-1.15298972] [ 0.71444913 0.67198318 0.51065774 0.30637209 0.39136563 0.23291863 0.47435015 0.67738601 0.51652771 0.54244492] [-0.30575294] [ 0.3419434 0.49248268 0.55105296 0.48142853 0.43566416 0.67815011 0.4757793 0.56421944 0.380893 0.50199704] [ 0.3101503] [ 0.67386394 0.67296058 0.47561985 0.31814543 0.37705732 0.30604492 0.53299004 0.6367024 0.60234748 0.40544244] [-0.34247241] [ 0.53263721 0.58784554 0.49703437 0.50064592 0.41414715 0.47305084 0.34853115 0.52939785 0.51448016 0.5087385 ] [-0.25865291] [ 0.39981734 0.6121067 0.48669073 0.48094372 0.54822224 0.64908925 0.38849188 0.55401351 0.52527972 0.60050072] [-0.98156823] [ 0.50495467 0.66551056 0.41097341 0.46034982 0.4247666 0.43926614 0.35298957 0.58238785 0.50247748 0.522247 ] [-0.26414492] [ 0.79432133 0.64180456 0.54000323 0.25538591 0.34172189 0.21004998 0.56288156 0.62328355 0.67775274 0.312086 ] [-0.7958714] [ 0.5666952 0.66286778 0.51297187 0.40739565 0.36366239 0.40977881 0.52474259 0.53062191 0.63594554 0.45171477] [-1.14453467] [ 0.51274266 0.56491008 0.46049985 0.54520613 0.33536824 0.55798806 0.45406861 0.63669757 0.46456982 0.33316103] [-0.40176681] [ 0.43623422 0.49344353 0.5167613 0.60002076 0.43931734 0.64971064 0.33974872 0.58919781 0.41124498 0.59722911] [ 0.61932844] [ 0.61852853 0.48104446 0.55195178 0.52127659 0.32050781 0.29875077 0.3828756 0.60856816 0.47914157 0.30889676] [ 0.99147515] [ 0.64340634 0.8127081 0.45027676 0.5226421 0.38700273 0.41766984 0.5795625 0.66961654 0.69694949 0.57871962] [-0.53636098] [ 0.52995778 0.67418549 0.39384812 0.65346753 0.46765268 0.60662625 0.40111878 0.7052749 0.5404786 0.46494886] [-0.65743194] [ 0.43661484 0.7228854 0.43002189 0.57843437 0.26805318 0.48454764 0.38973801 0.55007697 0.5223945 0.50283113] [-0.24073463] [ 0.61260653 0.6873415 0.43168255 0.31361265 0.38070763 0.30084454 0.4891624 0.51764121 0.5488753 0.51852285] [ 0.00241327] [ 0.6231359 0.48909613 0.5850443 0.41851705 0.5068253 0.50497263 0.50579387 0.57923086 0.58474726 0.40154799] [ 0.07541812] [ 0.56249476 0.62304061 0.54522512 0.55891538 0.45992071 0.37398279 0.50896327 0.55310616 0.6274542 0.47151736] [-0.28194028] [ 0.45992503 0.38478942 0.7009474 0.38176284 0.51111816 0.54124068 0.42654704 0.48403378 0.44703266 0.60906932] [-0.42638937] [ 0.62417594 0.41350685 0.60368318 0.45005634 0.52358882 0.38802925 0.55356562 0.53883564 0.45463098 0.48342942] [-0.12585164] [ 0.37952505 0.35345618 0.53513752 0.28279612 0.46506004 0.43561922 0.52056984 0.52302974 0.4462347 0.27181089] [-0.26222145] [ 0.39487359 0.33513832 0.70587595 0.39025756 0.49717785 0.66573488 0.4123596 0.46569622 0.41806339 0.55315409] [-0.77224614] [ 0.36779746 0.68200378 0.35234742 0.61529688 0.27833368 0.62711504 0.51499604 0.70116219 0.50331261 0.40681494] [ 0.32686675] [ 0.4692488 0.68257806 0.38370906 0.65755187 0.29429671 0.41601221 0.3468653 0.43884151 0.58169334 0.58475473] [-0.76674561] [ 0.66411469 0.27256732 0.72668342 0.25337893 0.54254696 0.3643662 0.51596959 0.49039438 0.31187926 0.43048285] [-0.27022217] [ 0.49581602 0.19795764 0.75559116 0.26377309 0.51920943 0.53324167 0.46240113 0.49124678 0.30215989 0.32635961] [ 0.32824257] [ 0.2460537 0.72650677 0.3509572 0.5455497 0.46003993 0.72524928 0.26750337 0.36919511 0.44976173 0.71750748] [-0.13391805] [ 0.44470969 0.49077969 0.5538155 0.44039272 0.4627865 0.67208869 0.44152907 0.40544588 0.42554931 0.51405485] [ 0.15220964] [ 0.25336666 0.51926154 0.49376851 0.50267116 0.51122206 0.74866968 0.38334475 0.36322849 0.45141881 0.61427056] [-0.79224454] [ 0.46745739 0.58361522 0.49123849 0.40706142 0.32822868 0.44094805 0.44188208 0.62875113 0.48256619 0.41952601] [-0.50122558] [ 0.65539126 0.58857857 0.62160867 0.24662295 0.56705118 0.49222773 0.44691287 0.58732789 0.52657049 0.51880792] [ 0.38504505] [ 0.42443862 0.66576204 0.40230108 0.50572241 0.37391375 0.50758466 0.51077111 0.59627825 0.59983234 0.48272632] [ 0.39189999] [ 0.33946917 0.55899299 0.61298528 0.44300507 0.53843349 0.61948245 0.42249563 0.49430445 0.57480659 0.63186253] [-0.04389598] [ 0.35866457 0.70988324 0.44980928 0.49366017 0.47819901 0.5112529 0.43386559 0.50997294 0.56600336 0.67356427] [ 0.15347823] [ 0.39609462 0.66865159 0.49108555 0.60913192 0.44007889 0.71231626 0.38503118 0.40974757 0.41046925 0.66748373] [-0.89061242] [ 0.63374223 0.74719543 0.49464275 0.60981879 0.36781918 0.4942568 0.44476922 0.587921 0.54303055 0.59547515] [ 0.70177794] [ 0.66752592 0.57860784 0.61130056 0.44777703 0.45422228 0.34378569 0.41456206 0.66708623 0.48031009 0.38460163] [-0.28053714] [ 0.38926048 0.6954922 0.38426266 0.65098607 0.47673383 0.5953832 0.36604398 0.5484935 0.49211048 0.68302122] [-0.52014226] [ 0.67205449 0.39484879 0.55036697 0.35572312 0.53823761 0.59232215 0.46131578 0.58387048 0.38574007 0.40395119] [-0.03139667] [ 0.47470364 0.64809223 0.4864953 0.71779383 0.38443636 0.69408866 0.46707881 0.54721193 0.47076254 0.55023282] [ 1.27624947] [ 0.62979575 0.59701551 0.56343605 0.43264045 0.44345151 0.52032604 0.50157355 0.63847943 0.56579957 0.55063452] [-0.54380686] [ 0.48047475 0.53871735 0.4715905 0.53317166 0.29496416 0.45919304 0.43034169 0.59445305 0.57124039 0.4484115 ] [-0.65873686] [ 0.68081803 0.55991696 0.49901075 0.60336608 0.44058078 0.28392261 0.43463375 0.64523748 0.53060041 0.4380752 ] [-0.31290933] [ 0.50960974 0.68949559 0.4315557 0.40433312 0.40851584 0.52447864 0.53527164 0.62340664 0.54217876 0.55289136] [ 0.14741267] [ 0.31278522 0.5210352 0.51271869 0.48651234 0.47641951 0.6831602 0.37800514 0.38315737 0.37496584 0.67999768] [-1.03116477] [ 0.55388605 0.66013998 0.50196372 0.59734528 0.44775522 0.47030105 0.4408103 0.63449397 0.48039329 0.37826483] [ 0.14008593] [ 0.55121122 0.38289316 0.63171792 0.28109449 0.47729597 0.33688179 0.49434856 0.49642666 0.46119735 0.31206029] [-0.09551018] [ 0.47478777 0.76988654 0.3505848 0.64637361 0.26062094 0.42184568 0.50885148 0.69730775 0.60453252 0.39911503] [-0.11100942] [ 0.37370508 0.44644085 0.60615223 0.42575719 0.60429398 0.70933599 0.38465921 0.47012054 0.42567132 0.58261978] [ 0.06742074] [ 0.31711031 0.39381894 0.51374146 0.43318179 0.45684957 0.70620988 0.43603598 0.37608069 0.37689022 0.49873788] [ 1.62964572] [ 0.70634692 0.51607722 0.61891845 0.34396203 0.47214129 0.31439476 0.51326972 0.69347409 0.51651663 0.31062409] [ 0.13810851] [ 0.30550407 0.52979349 0.49561814 0.52505409 0.52146483 0.74921446 0.32031686 0.52485418 0.4470383 0.69056691] [-0.82075312] [ 0.57865005 0.79890133 0.46604132 0.66198562 0.36136383 0.44191305 0.40946578 0.68656696 0.62972511 0.47542549] [ 0.89295685] [ 0.41810935 0.65864771 0.47060786 0.4095852 0.41350683 0.51357725 0.38611814 0.59134494 0.61554754 0.48920353] [-0.02172664] [ 0.39944597 0.72514553 0.37041038 0.65181487 0.37777489 0.6180444 0.30948937 0.42278884 0.51395814 0.67870341] [-0.52737337] [ 0.58120874 0.74546533 0.39993062 0.58090554 0.31624612 0.52713318 0.3429273 0.47192113 0.55170689 0.61217316] [-0.51588857] [ 0.58042572 0.63652886 0.43229566 0.39064336 0.37807832 0.46310281 0.49049493 0.66974818 0.60061507 0.47410844] [-0.25196792] [ 0.52210593 0.63856797 0.57951357 0.40460136 0.5669731 0.48060573 0.49387051 0.50719598 0.52504146 0.48559038] [-0.11040807] [ 0.79810144 0.48833983 0.57017854 0.40506403 0.25980935 0.28402636 0.42519685 0.53696278 0.55839416 0.28026194] [ 0.01089187] [ 0.44259732 0.47561146 0.50110171 0.52316869 0.33960846 0.63087069 0.38793565 0.51425941 0.41358431 0.43995176] [-0.41221397] [ 0.77572906 0.43763325 0.56639987 0.4089652 0.27676899 0.25645898 0.47750828 0.62010192 0.47343136 0.31847027] [ 0.18958965] [ 0.39871885 0.41239302 0.58965172 0.3313539 0.48975919 0.51060616 0.49284135 0.37374749 0.39751834 0.43664031] [-0.14476291] [ 0.65425062 0.53299364 0.51285618 0.41526657 0.43098848 0.55530515 0.48082665 0.61973219 0.47659334 0.47711733] [ 0.08969997] [ 0.24319584 0.26839715 0.68226461 0.39828885 0.57711602 0.70352499 0.41810065 0.3796919 0.29271537 0.56174582] [-0.90471658] [ 0.57794322 0.3592885 0.63481528 0.40398944 0.40842927 0.5407885 0.42809415 0.61013294 0.40740523 0.38904554] [ 0.00149758] [ 0.46641315 0.53583548 0.56248274 0.44463551 0.43043652 0.50104813 0.48872519 0.55568946 0.48115904 0.46932848] [-0.72564683] [ 0.75976871 0.74813498 0.48025151 0.31788802 0.31746987 0.26763206 0.45807962 0.70803677 0.71270159 0.42693824] [-1.0555475] [ 0.48681488 0.36988378 0.51032407 0.49243429 0.43616317 0.5461283 0.52438659 0.64931025 0.35221029 0.374285 ] [ 0.2434783] [ 0.71075907 0.61267644 0.57499574 0.23073988 0.34511211 0.32604527 0.57149049 0.64466601 0.62140918 0.42980315] [ 0.93133973] [ 0.69943719 0.52911301 0.55786147 0.42089652 0.23186384 0.19796764 0.50099437 0.76017899 0.48521272 0.24036389] [ 0.2891828] [ 0.20906392 0.37646821 0.57003613 0.68704722 0.51435574 0.77150339 0.37378845 0.409847 0.44677013 0.52503685] [ 0.27435488] [ 0.20460383 0.40302196 0.51843946 0.57226337 0.57138699 0.80168003 0.39058184 0.4275418 0.31614407 0.6100392 ] [-0.62655013] [ 0.4293342 0.59546904 0.42738293 0.55569897 0.38617783 0.56888324 0.54975127 0.69183695 0.46146302 0.44460621] [ 0.36301419] [ 0.42767468 0.44910304 0.61126092 0.53187461 0.50811888 0.62229625 0.48097521 0.52302312 0.43827273 0.5489105 ] [-0.24290989] [ 0.70194536 0.49243484 0.60258596 0.35989399 0.48778736 0.44439969 0.60140456 0.57681396 0.46937141 0.4076073 ] [ 0.13034638] [ 0.49593098 0.56758929 0.51717854 0.54363616 0.36524701 0.46805948 0.47282059 0.64932464 0.54045171 0.4787616 ] [-0.21022574] [ 0.3133488 0.35114092 0.61956309 0.46128255 0.62335587 0.73532241 0.41793136 0.48832991 0.39287887 0.52760817] [ 0.3950118] [ 0.57244985 0.54416805 0.41526303 0.60856015 0.32502062 0.21207729 0.44613479 0.60799945 0.56473141 0.46151051] [ 0.03839133] [ 0.69238322 0.66266145 0.52258118 0.30974368 0.2345479 0.27711958 0.50177018 0.67425034 0.57917969 0.37819854] [-0.711798] [ 0.56448852 0.33836621 0.5810261 0.53475187 0.40220781 0.56273355 0.46435876 0.61406792 0.33110768 0.3869661 ] [ 0.15741131] [ 0.22858669 0.39805438 0.55257169 0.51073603 0.53959785 0.51400712 0.45856027 0.42776588 0.39163208 0.70226639] [ 0.69080677] [ 0.12009137 0.6476608 0.41432879 0.742361 0.56686396 0.81722874 0.40668866 0.31668832 0.48458497 0.68351212] [-0.15789787] [ 0.51811927 0.44581311 0.58495121 0.23049388 0.54197396 0.50390452 0.48897526 0.61200132 0.52871308 0.4046851 ] [-0.52934239] [ 0.46543314 0.76015522 0.42975437 0.69642982 0.48129534 0.43932025 0.34189192 0.51349107 0.48708054 0.66428244] [-0.43572612] [ 0.56341203 0.61722655 0.59312848 0.53724372 0.49933709 0.66915663 0.47417531 0.44569938 0.45421226 0.57957514] [ 0.448594] [ 0.74190749 0.68167252 0.50606851 0.26616555 0.32275829 0.29526035 0.54749888 0.54329841 0.65664473 0.4089469 ] [-0.16428868] [ 0.68721925 0.70840382 0.38895935 0.3787616 0.26623439 0.38579793 0.4679708 0.56434087 0.59009307 0.40604117] [-0.94054427] [ 0.59489064 0.50743216 0.51274966 0.46455536 0.33601564 0.27260743 0.54317947 0.73469164 0.5175126 0.20634721] [-0.26545709] [ 0.71736018 0.63481474 0.41080013 0.51614868 0.28040487 0.203151 0.45651874 0.55162738 0.59293985 0.42548476] [-0.74060626] [ 0.52482336 0.74795921 0.43912354 0.70601738 0.47038162 0.4636833 0.38268124 0.52918937 0.5246574 0.53652865] [-0.13864933] [ 0.66124577 0.55590334 0.53065727 0.47540157 0.28252978 0.24449849 0.50852036 0.63151094 0.50087733 0.33612593] [-0.42749698] [ 0.50987935 0.71898377 0.41758114 0.56017822 0.30664328 0.36265249 0.48682842 0.60646229 0.69883995 0.39231834] [ 0.02826176] [ 0.68257066 0.63171119 0.4816569 0.37690074 0.28622579 0.28348621 0.50682464 0.60100392 0.72367128 0.32845483] [ 0.47507893] [ 0.22136713 0.669224 0.38043278 0.64352826 0.41771155 0.7323526 0.33360307 0.37762854 0.47828425 0.66006328] [ 0.44852456] [ 0.3614503 0.59840401 0.48234329 0.42146835 0.44617775 0.46311622 0.5247934 0.61315716 0.48371615 0.42225973] [-0.9097881] [ 0.55737807 0.3526772 0.54481037 0.39435171 0.46362582 0.41010133 0.45361214 0.60033814 0.44962295 0.35504637] [-0.10642147] [ 0.34878059 0.62426369 0.4560861 0.59959692 0.41947038 0.7657815 0.33539812 0.56684026 0.48821758 0.61668406] [ 0.4486125] [ 0.49901126 0.5221056 0.50601815 0.4136894 0.37359357 0.34872236 0.43215946 0.68111874 0.41860899 0.39659225] [-0.19008635] [ 0.53128941 0.38438565 0.62631986 0.2245842 0.4995933 0.59466584 0.49166948 0.62444939 0.40044718 0.42406946] [-0.05477757] [ 0.29744753 0.48445585 0.55086466 0.44268055 0.43480564 0.49746119 0.50774766 0.52291422 0.49377115 0.41835169] [-0.64912002] [ 0.77973001 0.54488298 0.59248133 0.30883936 0.51482885 0.49120015 0.51641466 0.64042811 0.60850202 0.40704404] [-0.37520601] [ 0.44531212 0.76740291 0.38533131 0.60440361 0.25729846 0.59108322 0.39868809 0.56769148 0.55860468 0.62488581] [ 0.36274566] [ 0.44625448 0.56045332 0.50239087 0.60147944 0.47203001 0.61587766 0.4265238 0.54024839 0.61025257 0.47693876] [ 2.05284472] [ 0.71296941 0.64138498 0.54437882 0.39814 0.39915726 0.37637175 0.59321835 0.68672274 0.59794161 0.34129088] [-1.32742641] [ 0.51004278 0.56349285 0.51885967 0.41677456 0.41066398 0.42441017 0.54446877 0.65214561 0.38075899 0.28009784] [-1.18888687] [ 0.54010293 0.53332075 0.42472968 0.56318408 0.25422866 0.46508603 0.40130211 0.62264454 0.49843891 0.35157362] [-0.17554579] [ 0.32353178 0.45881425 0.4784016 0.51547498 0.57759916 0.63070131 0.45443455 0.52138807 0.3924355 0.66929336] [-1.09365102] [ 0.73702926 0.76655158 0.55934769 0.38041301 0.40486603 0.58454553 0.55962019 0.59574925 0.56630044 0.60394866] [-0.83216144] [ 0.71954164 0.52440637 0.57355142 0.33555172 0.3719459 0.43432429 0.41163825 0.68741694 0.56558149 0.46472345] [-0.30018463] [ 0.37876892 0.52185411 0.53413568 0.55387591 0.45932904 0.5130984 0.36537928 0.43178986 0.40942475 0.5870143 ] [ 2.36031348] [ 0.63111608 0.74872742 0.36646186 0.62858424 0.24033656 0.24983972 0.44448238 0.60765021 0.67350372 0.41304961] [-0.65761309] [ 0.79805925 0.4949798 0.58224846 0.3356406 0.41103756 0.38436561 0.50829465 0.69625994 0.50011785 0.27483442] [-0.12558804] [ 0.75958969 0.69817486 0.46944237 0.28996412 0.28514922 0.28190695 0.47755078 0.65322047 0.55479222 0.37227596] [ 0.08605512] [ 0.34968098 0.51598672 0.58712677 0.45905071 0.50338397 0.70667104 0.35560589 0.48070445 0.50939712 0.64015908] [ 0.11199127] [ 0.33023957 0.66504526 0.39170206 0.61974615 0.51299133 0.68028584 0.36735126 0.42627537 0.53440113 0.56675306] [-0.10877224] [ 0.45877962 0.73563932 0.46580413 0.67163716 0.4080198 0.64784448 0.45645563 0.57770429 0.59633101 0.54170267] [ 0.01456755] [ 0.68977245 0.68175254 0.47448107 0.33688309 0.24824567 0.32594135 0.48539698 0.63712265 0.50004443 0.38895933] [-0.06007407] [ 0.51184808 0.76747949 0.47364278 0.45863855 0.3458675 0.58375925 0.44408163 0.46377435 0.63571546 0.64281395] [-0.37303052] [ 0.28438607 0.54426079 0.45913159 0.53844106 0.41713251 0.62997624 0.38411105 0.55997351 0.50137837 0.51097052] [ 1.8665907] [ 0.63215233 0.55379743 0.42706563 0.39337179 0.34984383 0.27226536 0.48367052 0.65943232 0.60990675 0.24300673] [-0.21887393] [ 0.43018786 0.45925401 0.45599903 0.38355871 0.47613261 0.38676808 0.43099553 0.44897216 0.42081636 0.63506933] Progress: 30.0% ... Training loss: 0.434 ... Validation loss: 0.709[-0.02553818] [ 0.67946399 0.51493483 0.70135757 0.42029891 0.56667844 0.42847539 0.48828069 0.58318755 0.53351098 0.46809337] [-0.64056146] [ 0.60440446 0.71269433 0.40634265 0.56699201 0.49924085 0.55214492 0.42775264 0.56877238 0.49838425 0.56005 ] [ 0.66481634] [ 0.59863919 0.31579568 0.6359366 0.36603545 0.35869933 0.3329559 0.47230096 0.68308151 0.35592567 0.30568301] [ 0.33169033] [ 0.35425486 0.6475431 0.35019632 0.71190393 0.39342993 0.617715 0.44694768 0.55068128 0.54655803 0.55870902] [ 0.54391346] [ 0.50044658 0.31756165 0.58774678 0.34050642 0.49027125 0.43135455 0.40418982 0.52686541 0.30545035 0.38649378] [ 1.29267834] [ 0.70358034 0.70554579 0.48027346 0.32672936 0.28613578 0.28293288 0.42841413 0.57738324 0.55777598 0.37382667] [-0.8168374] [ 0.61779377 0.24972932 0.76683061 0.29638187 0.39182568 0.33059522 0.4921339 0.59681431 0.33255398 0.23387143] [ 0.18715204] [ 0.33004239 0.48698412 0.63878861 0.48257267 0.55917024 0.66878829 0.4450274 0.33456804 0.37521136 0.55657118] [-0.5846707] [ 0.57219299 0.67324017 0.42126744 0.45138051 0.30617825 0.33961548 0.54942881 0.75282227 0.57152066 0.29815751] [-0.99637133] [ 0.53291513 0.53381641 0.42238895 0.56699122 0.25747246 0.47747555 0.39790451 0.61431621 0.49459015 0.36001673] [ 0.64453627] [ 0.69171677 0.63918718 0.56305895 0.45114758 0.51553573 0.34248385 0.52646836 0.65570714 0.56368049 0.49379579] [-0.10969244] [ 0.44243169 0.43970369 0.65540333 0.53691035 0.43933088 0.63183677 0.41544457 0.48751047 0.54310861 0.50537287] [ 0.23045785] [ 0.35391367 0.66512238 0.45834224 0.59378767 0.35172804 0.62283549 0.38653417 0.35129073 0.58266898 0.6287656 ] [-0.77664649] [ 0.56152681 0.67958257 0.42860464 0.62244877 0.2340012 0.53114578 0.34395504 0.61875862 0.486902 0.4767959 ] [-0.15546393] [ 0.39672222 0.78968807 0.33088789 0.74771008 0.29181256 0.47431815 0.30837217 0.33484688 0.53786957 0.57383665] [ 0.39457229] [ 0.23548356 0.61528961 0.45613477 0.6275141 0.47178308 0.70293286 0.34585146 0.38594794 0.51884398 0.64424285] [ 1.19933113] [ 0.61964592 0.69235191 0.43719735 0.49325305 0.32163281 0.31617921 0.45275115 0.601592 0.58135595 0.44485158] [ 0.34322436] [ 0.24369488 0.38848903 0.45766295 0.59194667 0.57651914 0.51845598 0.44660291 0.38517247 0.36858282 0.65285064] [ 0.0066519] [ 0.41405722 0.49866847 0.38430417 0.48395478 0.39548508 0.49306798 0.38590163 0.45076086 0.44043279 0.43428955] [-0.41641791] [ 0.60181458 0.44838193 0.6323607 0.35855423 0.44390766 0.4957685 0.41131216 0.60314991 0.52311163 0.43334468] [-0.90272094] [ 0.44561156 0.26323298 0.70610424 0.39059936 0.39752238 0.44751159 0.49981085 0.51631754 0.3738104 0.2877884 ] [ 0.59045097] [ 0.38133119 0.51982206 0.4828837 0.33176366 0.42697313 0.54251833 0.45096289 0.50636039 0.58497223 0.47199298] [-0.40425722] [ 0.45022359 0.78816236 0.36054954 0.63475953 0.29685712 0.51687832 0.31730703 0.51831431 0.56720853 0.56910857] [-0.79213624] [ 0.76351813 0.49569607 0.5046196 0.38008769 0.36454116 0.42587135 0.49516306 0.61797947 0.39132259 0.34524503] [ 0.04449497] [ 0.37116711 0.47674845 0.49918023 0.50150543 0.49639197 0.64032469 0.37723362 0.6186638 0.47486746 0.51975264] [ 0.4030276] [ 0.59610217 0.58778253 0.56017137 0.5905631 0.43225236 0.38197065 0.48618701 0.6472828 0.67327158 0.33090022] [-0.74603667] [ 0.4286563 0.60096981 0.4400335 0.67951751 0.40047442 0.53351106 0.53692283 0.56255997 0.58019167 0.30492341] [ 0.48558617] [ 0.33230399 0.59923356 0.44846239 0.54947519 0.42338564 0.60711019 0.31360997 0.44259704 0.50961499 0.54354136] [-0.08048034] [ 0.45480669 0.52024319 0.51575137 0.41127682 0.45425352 0.46213763 0.36891975 0.57962898 0.49137402 0.52657327] [-0.73372825] [ 0.49439101 0.3468459 0.64347337 0.34575195 0.56279056 0.3971607 0.59221407 0.43058743 0.35772015 0.58766506] [ 0.70217373] [ 0.86083493 0.61343734 0.62699577 0.31921044 0.38547514 0.27909393 0.65656521 0.70127875 0.63734334 0.26882254] [-0.15125445] [ 0.45097869 0.70554811 0.46706927 0.65968818 0.50629461 0.67330455 0.48278716 0.51878945 0.6225403 0.57723169] [ 0.83045176] [ 0.39279932 0.6981212 0.35975921 0.66771026 0.26188355 0.46846749 0.47308234 0.53339907 0.58843721 0.51360209] [-0.63988461] [ 0.66692772 0.76720494 0.48882808 0.4961626 0.33913933 0.37084615 0.54998997 0.65810891 0.69521145 0.36441193] [ 1.23245909] [ 0.42559982 0.64411293 0.3661836 0.59781404 0.2952279 0.49689983 0.40141513 0.46548642 0.48326464 0.40685829] [ 0.18179466] [ 0.58979382 0.65364133 0.49782299 0.47958269 0.38818039 0.2705075 0.55608167 0.65824802 0.6337745 0.35383109] [-0.3797819] [ 0.80830943 0.70711382 0.44576689 0.43505541 0.24663249 0.32281942 0.43771425 0.65853575 0.61890499 0.43985546] [ 0.11991129] [ 0.30364903 0.63749824 0.39675676 0.6559009 0.39106062 0.63328256 0.41716056 0.47315573 0.43720596 0.61825288] [-0.27893495] [ 0.67195391 0.62711715 0.59911874 0.49687661 0.57153603 0.4342667 0.40697281 0.58069431 0.53241943 0.59132878] [ 0.25484354] [ 0.62583868 0.64617839 0.52166524 0.6150316 0.39602859 0.50144585 0.46262304 0.71424644 0.56495428 0.45213631] [ 0.63115349] [ 0.59346286 0.65930145 0.50808284 0.62539858 0.37040848 0.43616703 0.47102352 0.63605289 0.61087781 0.44714196] [ 0.53919696] [ 0.55182407 0.66825402 0.46965722 0.58619953 0.23762907 0.38060634 0.51222594 0.80212536 0.56464982 0.33117417] [ 0.21969306] [ 0.24852419 0.58879573 0.43208489 0.72561908 0.44721194 0.65531629 0.36335759 0.50132297 0.52872581 0.6581613 ] [ 0.30317417] [ 0.29042692 0.21999129 0.75559179 0.44316726 0.5491224 0.72918221 0.34499211 0.25997773 0.2052692 0.53639295] [ 0.30351626] [ 0.78724987 0.56508156 0.60299072 0.25621096 0.44416656 0.26977249 0.60014894 0.71155357 0.6218761 0.30499536] [ 0.43588592] [ 0.20041623 0.61188775 0.44702905 0.63833072 0.41370976 0.79861098 0.41942286 0.4958217 0.53372325 0.58198704] [ 0.01394781] [ 0.3442676 0.45854877 0.49072363 0.40448402 0.48449873 0.59831302 0.42167931 0.32303354 0.40139871 0.47914884] [ 1.01604464] [ 0.60062024 0.7040744 0.46247352 0.47057495 0.28071041 0.31105617 0.4974917 0.62768865 0.57561034 0.53409293] [ 0.73367504] [ 0.63651032 0.637273 0.47181916 0.59907716 0.29841271 0.35366024 0.46226327 0.50328508 0.53352174 0.57854248] [-0.57805913] [ 0.63669584 0.45824902 0.61660292 0.36814979 0.51092009 0.39967728 0.53911314 0.67547018 0.47974918 0.37767064] [-0.29563812] [ 0.41054319 0.3774352 0.57755782 0.30610668 0.64462606 0.69658634 0.39125828 0.57626241 0.34887686 0.5665897 ] [ 0.00818159] [ 0.3758205 0.74880211 0.40862459 0.69169717 0.314629 0.6712261 0.43093659 0.4422564 0.63887165 0.62992423] [ 0.01282639] [ 0.41032725 0.61062311 0.57900845 0.49300622 0.57906722 0.70743884 0.42343566 0.44246862 0.50169892 0.6642157 ] [-0.46365895] [ 0.46857613 0.57699588 0.56188152 0.5248265 0.47011339 0.53439061 0.40172671 0.38262689 0.45289817 0.4781273 ] [ 1.34824007] [ 0.75431999 0.60035552 0.59792787 0.2605282 0.33473144 0.34030384 0.59698736 0.70013048 0.55635911 0.41988073] [-0.29303878] [ 0.37925754 0.68154798 0.46364441 0.6436699 0.39454385 0.59796491 0.43296259 0.4597404 0.61585187 0.55944708] [ 0.67901097] [ 0.17291574 0.55772289 0.40810302 0.7114296 0.53632914 0.77439688 0.31863307 0.43050131 0.39778343 0.74610662] [ 0.84263012] [ 0.70260833 0.64613621 0.59596405 0.46041458 0.52692994 0.36647274 0.41663001 0.62053874 0.60054298 0.40347963] [ 0.44249511] [ 0.21988985 0.40631696 0.55470854 0.69388086 0.56042342 0.75505386 0.36236248 0.35382125 0.41651436 0.49451753] [-0.2187744] [ 0.51081081 0.35140404 0.67746881 0.34262171 0.47789233 0.44417077 0.45022076 0.5475073 0.47456233 0.39229473] [-0.53527723] [ 0.50517375 0.69189708 0.41437667 0.6140192 0.41175954 0.39874395 0.40943675 0.43292428 0.47961383 0.63060631] [-0.2716513] [ 0.40200053 0.60406463 0.36775094 0.60862163 0.43012509 0.73904335 0.38183693 0.71585643 0.5326495 0.55481696] [-0.0607223] [ 0.66942237 0.66169917 0.440436 0.50486207 0.23409293 0.37305182 0.42244737 0.64996423 0.60145038 0.39003057] [ 0.73521401] [ 0.34444891 0.76893519 0.36411817 0.69275906 0.25063934 0.6110641 0.42045767 0.61597655 0.58454185 0.6310645 ] [-0.69866669] [ 0.79618346 0.59310478 0.61676238 0.32476082 0.46486784 0.30484176 0.50516679 0.74580308 0.49599775 0.37656232] [-0.28772868] [ 0.35153034 0.58362034 0.35578085 0.47152794 0.41635033 0.6052343 0.38247698 0.57214697 0.51661499 0.44027885] [-0.8090947] [ 0.63850656 0.67588473 0.42113066 0.38006891 0.309093 0.39046658 0.47410719 0.65677976 0.50438581 0.32782483] [ 0.93244228] [ 0.73639432 0.4917107 0.57003245 0.26428185 0.3860264 0.33872436 0.51261274 0.78843533 0.5533921 0.398302 ] [-0.41503911] [ 0.5434048 0.50311472 0.53518709 0.39425195 0.42793224 0.66513647 0.48457702 0.68950603 0.53292737 0.40079589] [-0.75763622] [ 0.53868146 0.74051214 0.53959371 0.39416564 0.44090764 0.57798417 0.5625302 0.55648464 0.66814278 0.5511219 ] [-0.6102873] [ 0.52412503 0.25095662 0.66777829 0.48575898 0.44938511 0.43852904 0.46254064 0.51484972 0.31464788 0.54693493] [ 0.09478466] [ 0.25356195 0.54798379 0.42640866 0.72357774 0.40544213 0.67780825 0.34767899 0.38702287 0.44842071 0.51054106] [ 0.23293052] [ 0.28146768 0.31600092 0.6812819 0.53925014 0.53135194 0.65287018 0.48244014 0.36168501 0.34534265 0.50960154] [ 0.22167311] [ 0.34679828 0.64310198 0.45969172 0.65453521 0.46280749 0.59002277 0.47021545 0.47834722 0.60341982 0.55845731] [ 0.69319339] [ 0.59847643 0.39062505 0.67063267 0.41520912 0.38052988 0.40308456 0.42968037 0.51363801 0.41786012 0.38845529] [-0.2685367] [ 0.65378386 0.78105264 0.47853115 0.58483621 0.43013381 0.38562328 0.43297016 0.69374142 0.64813897 0.45076838] [-0.07227037] [ 0.46890373 0.59444993 0.4980737 0.60026801 0.2765881 0.45958063 0.33188433 0.46970748 0.40730721 0.44639345] [-0.29374707] [ 0.42923305 0.6381498 0.46205376 0.5643922 0.52828215 0.44802994 0.36456129 0.44384514 0.42670654 0.66556414] [ 0.69421287] [ 0.185703 0.63963854 0.42849173 0.63784812 0.5173736 0.79744881 0.3750976 0.32949382 0.38787967 0.68548383] [-0.07345183] [ 0.60902328 0.62631863 0.46023922 0.58082796 0.44394179 0.4428623 0.44854868 0.64550661 0.45151398 0.44975204] [ 0.01063951] [ 0.30802104 0.70751494 0.42482887 0.66321542 0.42383832 0.63067121 0.37337169 0.43980685 0.56844048 0.63574639] [-0.37780779] [ 0.4631765 0.65380713 0.56080777 0.55892504 0.51432654 0.62764139 0.50128092 0.49316955 0.54707533 0.54320066] [-0.73374403] [ 0.58760159 0.45407978 0.5456616 0.23185554 0.43999818 0.39044823 0.53918075 0.70822164 0.59539159 0.30071235] [ 0.07279627] [ 0.39504557 0.41234055 0.66184774 0.45060633 0.45501123 0.73113714 0.37316801 0.52443612 0.48637381 0.58406641] [ 0.09121569] [ 0.64028264 0.6195887 0.56425549 0.38749928 0.31703902 0.35096268 0.5924022 0.7813706 0.51752438 0.319567 ] [ 0.24358056] [ 0.38796629 0.5665639 0.51771444 0.51344097 0.52220116 0.64677585 0.38145937 0.46806254 0.552535 0.56421366] [ 0.20026442] [ 0.2544352 0.45339284 0.59496086 0.52145294 0.48479442 0.69225343 0.41116221 0.31199721 0.41364706 0.55044013] [ 0.54469013] [ 0.25380995 0.73064323 0.37427692 0.65313655 0.60958833 0.79362654 0.32125124 0.50699236 0.43645713 0.74651515] [-0.31064148] [ 0.69860279 0.51188386 0.47798439 0.28563206 0.39724488 0.50724063 0.41636709 0.59516912 0.40458643 0.46682376] [ 0.32257161] [ 0.39340267 0.66877659 0.49034316 0.61018045 0.44142374 0.71547214 0.38388005 0.40672857 0.40926107 0.66983851] [-0.09787748] [ 0.54599228 0.76888474 0.42268925 0.51181291 0.41608959 0.52027658 0.55574468 0.59363376 0.68290612 0.54610608] [ 0.0347172] [ 0.32105811 0.52855978 0.62472136 0.46904074 0.50432234 0.69266256 0.37658188 0.41675834 0.40949434 0.62220309] [-0.66200705] [ 0.58199893 0.70971933 0.41121378 0.50652576 0.47189053 0.62185264 0.43799154 0.61422355 0.57205839 0.53783706] [-0.32493759] [ 0.64964795 0.31992541 0.62116025 0.39947773 0.5145272 0.50128681 0.44646768 0.63682642 0.40757075 0.39414164] [-0.20635066] [ 0.56014056 0.5324537 0.67743262 0.32565035 0.56754672 0.59247518 0.41544222 0.57661538 0.39277449 0.50201311] [ 1.01843734] [ 0.64063713 0.54999879 0.51538589 0.45945729 0.29586176 0.36036918 0.40678956 0.43702908 0.5383833 0.39250444] [-0.09835368] [ 0.47456049 0.40988834 0.5786236 0.46635088 0.54118071 0.48501655 0.51270525 0.44573942 0.49934872 0.45307898] [ 0.10961945] [ 0.55932479 0.54678799 0.55579523 0.52316472 0.45835 0.50454115 0.5827704 0.62571481 0.5527115 0.63254687] [ 1.27284392] [ 0.54128573 0.73063283 0.36817147 0.72923615 0.32438556 0.41101337 0.4791164 0.69128407 0.52211399 0.67128174] [-0.25006578] [ 0.69431483 0.42901831 0.57284942 0.56058625 0.41853351 0.41583374 0.54642556 0.62031118 0.36875775 0.52986574] [-0.31823783] [ 0.38532228 0.48803702 0.44616284 0.49439101 0.41315122 0.54326975 0.40752005 0.48881274 0.35920632 0.44776661] [ 0.36810557] [ 0.50370316 0.54058165 0.51151072 0.50193114 0.30765417 0.30244202 0.49030158 0.58729148 0.60576812 0.30738901] [-0.09016437] [ 0.33677083 0.65725762 0.46441369 0.57142658 0.43853954 0.63429688 0.42168686 0.46850318 0.54820026 0.61129792] [-0.01689374] [ 0.39637595 0.34226813 0.61670714 0.46613549 0.45963878 0.57111113 0.55273176 0.58149882 0.28785417 0.4262017 ] [-0.22668325] [ 0.50888556 0.63432183 0.43447219 0.56771194 0.24997535 0.47884128 0.43789592 0.62600046 0.52858466 0.36230882] [-0.35688888] [ 0.49336942 0.46222272 0.45677498 0.52025299 0.37732299 0.56001113 0.42329272 0.60548208 0.34580461 0.49772986] [ 2.25762656] [ 0.78606806 0.60677753 0.50923544 0.29483239 0.24210158 0.24305569 0.50049487 0.65771688 0.58571226 0.30747241] [-0.44572258] [ 0.78602018 0.60729574 0.52352042 0.45249971 0.26413636 0.22482118 0.52992697 0.59109403 0.59015986 0.32816437] [-0.90482845] [ 0.73527014 0.77800694 0.41790746 0.60555924 0.38692197 0.22321475 0.55582785 0.76558281 0.7206541 0.52445289] [ 0.51706341] [ 0.66139539 0.55315345 0.54103532 0.49048128 0.47877725 0.35741849 0.56276755 0.54979012 0.60406041 0.32637955] [-0.93110164] [ 0.5969 0.55549998 0.49673493 0.44983883 0.42731858 0.41822509 0.44986896 0.43151122 0.4920019 0.41411934] [ 0.07642844] [ 0.34343182 0.675494 0.52472981 0.50780992 0.42139128 0.62503412 0.41599141 0.5613344 0.559828 0.56394736] [ 0.93816306] [ 0.46017256 0.34559765 0.64348558 0.3967983 0.45258381 0.53204243 0.45529094 0.55226734 0.42678549 0.33220517] [-0.74850735] [ 0.42743304 0.69363957 0.44421958 0.46346847 0.36156547 0.46856923 0.42078865 0.51930252 0.63344218 0.5060221 ] [ 0.43566946] [ 0.63897385 0.66133138 0.53016957 0.3906494 0.3125112 0.38300441 0.52837472 0.64466089 0.58271667 0.41860339] [-0.55906407] [ 0.40789889 0.53964054 0.43286245 0.66704041 0.38756664 0.52917375 0.58748922 0.65882151 0.45329364 0.34601581] [-0.16306504] [ 0.31175202 0.39981888 0.63242594 0.57245234 0.4270824 0.72640251 0.46025491 0.43526624 0.34193229 0.45004676] [-0.40676096] [ 0.5515455 0.75675229 0.37689048 0.59537971 0.33756755 0.53708064 0.35912088 0.49886346 0.56796349 0.63503362] [ 0.27649192] [ 0.4492834 0.4552377 0.55043932 0.41376971 0.49738588 0.56538573 0.55720192 0.53223003 0.37560165 0.46496801] [ 2.55371662] [ 0.78255523 0.59226113 0.54055783 0.2715552 0.26764168 0.26356528 0.6023517 0.81501095 0.55403891 0.23013595] [-0.09014126] [ 0.66662422 0.61470617 0.52294919 0.43367914 0.44496885 0.32273716 0.59568747 0.64006443 0.46997741 0.52124243] [ 0.53130278] [ 0.20613583 0.69978839 0.44171016 0.62462824 0.5678201 0.80344248 0.39127565 0.43546707 0.52664399 0.71282521] [-0.3015864] [ 0.45884747 0.73030936 0.51193278 0.5845294 0.41661704 0.54282297 0.3959483 0.57250744 0.6570038 0.54958565] [-0.22386603] [ 0.30219981 0.67681833 0.52626077 0.56960216 0.42271011 0.58496375 0.40562143 0.4365222 0.51137979 0.53581781] [ 1.94459643] [ 0.68735257 0.78083609 0.44997623 0.62101299 0.40536273 0.34357975 0.50049516 0.69003845 0.72834771 0.33839284] [ 0.81135429] [ 0.43176454 0.45093955 0.48097425 0.4438416 0.4023607 0.3912954 0.47180671 0.5977481 0.47185425 0.24128971] [ 0.21119592] [ 0.48417694 0.44524135 0.46977396 0.36754895 0.37158154 0.42188911 0.50248153 0.58448483 0.49741438 0.27468183] [-0.5308633] [ 0.62024904 0.60803694 0.47075684 0.43508236 0.44894123 0.48435992 0.49371679 0.62236604 0.45557449 0.50246167] Progress: 30.3% ... Training loss: 0.413 ... Validation loss: 0.682[-0.84756445] [ 0.46157768 0.5574164 0.53892039 0.49357107 0.44250175 0.43826226 0.51786505 0.60481707 0.49749708 0.30142431] [ 0.09839434] [ 0.35156423 0.54785032 0.53394476 0.40209 0.60750959 0.68707216 0.37459151 0.38232875 0.35476303 0.69756379] [ 0.86469265] [ 0.58916002 0.65692123 0.57581005 0.57704487 0.50452359 0.54320696 0.44558351 0.57520834 0.49764195 0.51254119] [-1.11831816] [ 0.48463562 0.65156105 0.33321455 0.62330099 0.31623636 0.47420299 0.49379003 0.75190815 0.50652688 0.33257453] [-0.32539376] [ 0.60215638 0.55371129 0.55595385 0.34181487 0.48335704 0.4945091 0.39398433 0.61902102 0.4996961 0.55751154] [-0.46010848] [ 0.59758576 0.61389455 0.55255887 0.44092251 0.39746209 0.43276856 0.50005392 0.69833847 0.55241838 0.52999953] [ 1.19265634] [ 0.82603325 0.60334042 0.62061888 0.33582005 0.43115257 0.32503177 0.55838863 0.72434931 0.60603629 0.34424701] [-0.02494134] [ 0.79412028 0.4885766 0.56823487 0.40865051 0.26411123 0.29325006 0.42218566 0.52643897 0.55523833 0.28761327] [ 0.08893539] [ 0.44057443 0.53487392 0.4349846 0.46587674 0.42589139 0.42123858 0.40217067 0.46490328 0.47399467 0.39052953] [ 0.40648643] [ 0.73229004 0.64967006 0.54333439 0.36516809 0.41686164 0.45600925 0.59946872 0.59772288 0.68514178 0.42136311] [-0.27484334] [ 0.60576165 0.57799022 0.56920143 0.50462724 0.36286513 0.51286563 0.46740951 0.42644145 0.47086124 0.4619538 ] [ 1.15508366] [ 0.74749543 0.56181453 0.55332984 0.31436342 0.28232253 0.26782347 0.54358186 0.67928634 0.54162054 0.32017002] [ 0.4904275] [ 0.50530173 0.66734378 0.47415401 0.5995493 0.41568816 0.5486507 0.52211304 0.56058592 0.5215899 0.59326995] [-0.08603931] [ 0.51651666 0.46477079 0.57297794 0.42328956 0.45679053 0.4192282 0.50897839 0.6084841 0.5364668 0.36432465] [-0.05990575] [ 0.51962473 0.54817355 0.5064642 0.54522898 0.48666092 0.55526693 0.51185659 0.59817341 0.51277683 0.64056186] [ 0.79000466] [ 0.76370659 0.47229046 0.55855651 0.25413496 0.34277868 0.2680863 0.54339936 0.73570241 0.51139513 0.27361456] [ 0.06375296] [ 0.80274954 0.49031851 0.56662323 0.26278142 0.44628026 0.3648465 0.53737742 0.6688562 0.47693059 0.33227234] [ 0.08745103] [ 0.30192727 0.71181504 0.39723348 0.64420819 0.42932683 0.71895027 0.52412016 0.52010193 0.60855166 0.77925438] [-0.51242839] [ 0.51035744 0.27757911 0.63570762 0.33049305 0.59638548 0.54603138 0.45798933 0.5678346 0.50798372 0.34667142] [-0.40940261] [ 0.35929654 0.45612343 0.45139608 0.63772043 0.44434461 0.69441629 0.39045097 0.55129596 0.53322423 0.42210423] [-1.07043977] [ 0.61789365 0.56216098 0.48083414 0.41205102 0.41936319 0.39966689 0.48132842 0.48438251 0.546158 0.4017962 ] [-0.22913241] [ 0.44392535 0.43941492 0.65616052 0.53556923 0.43781427 0.62922687 0.41659374 0.49002326 0.5443686 0.50235813] [-0.38544356] [ 0.6556048 0.60697142 0.52268673 0.33268253 0.47593728 0.48924954 0.424283 0.60735178 0.45259123 0.46919675] [-0.36488377] [ 0.40105164 0.36494448 0.61238043 0.47122071 0.44641286 0.57318902 0.40287525 0.49202659 0.36917969 0.45040192] [ 1.20100621] [ 0.80452984 0.52969242 0.61925431 0.33382345 0.35529671 0.2723061 0.54082238 0.79522857 0.58443795 0.25924656] [-0.23227737] [ 0.43224165 0.28616282 0.68954969 0.38531696 0.56399899 0.51531627 0.48492218 0.37510455 0.35124989 0.40461435] [-0.8601446] [ 0.57821323 0.76297118 0.35665016 0.63404456 0.29630058 0.40953703 0.3949796 0.44050303 0.53048328 0.52886796] [ 0.25131798] [ 0.50637212 0.31618084 0.66178588 0.37030513 0.53363589 0.57696542 0.39733107 0.49063362 0.42191619 0.49928542] [-0.60932372] [ 0.75957093 0.65029895 0.56091014 0.48125184 0.25777318 0.2535067 0.44782643 0.55126995 0.66107538 0.334297 ] [ 0.30235959] [ 0.29568373 0.45983887 0.49857701 0.58476733 0.38044133 0.6480743 0.34933844 0.42884447 0.44861954 0.50154968] [ 0.07807238] [ 0.37455351 0.58848845 0.48264758 0.53761455 0.33858768 0.57744678 0.46966143 0.40701542 0.51772733 0.48085225] [ 0.28122311] [ 0.23675776 0.68616585 0.45276053 0.61485159 0.4454004 0.66048013 0.34348909 0.37832604 0.52058089 0.67019892] [ 0.11537192] [ 0.26441445 0.47685349 0.47637905 0.64402534 0.51713886 0.62171977 0.34910347 0.32070603 0.38701194 0.58290388] [-0.03572162] [ 0.37623136 0.61348647 0.48272349 0.37488255 0.5009136 0.62056764 0.42910217 0.39055396 0.44797173 0.60364711] [ 2.68243963] [ 0.74337688 0.49251886 0.54483003 0.45114666 0.23545682 0.31895501 0.43688629 0.71323089 0.48595453 0.27618164] [ 0.18584655] [ 0.64399473 0.7673028 0.42184363 0.51599416 0.33381062 0.29306964 0.47896952 0.60449464 0.6242308 0.60807199] [ 1.19102696] [ 0.66124286 0.64492198 0.50708316 0.58342261 0.48681803 0.43340207 0.50530045 0.6675021 0.50582065 0.33031445] [ 0.1276144] [ 0.30619322 0.70840059 0.45027796 0.42536067 0.41369384 0.70542427 0.4035733 0.43033757 0.45866979 0.6407278 ] [-0.0483197] [ 0.42326611 0.30340504 0.63043737 0.43946849 0.56945757 0.59135725 0.49065877 0.55851189 0.38083431 0.41507058] [-0.32532077] [ 0.56952559 0.75736796 0.42497227 0.59522057 0.38962105 0.53405079 0.49209768 0.65259069 0.57596189 0.57185536] [ 0.16808664] [ 0.2568055 0.3649997 0.63087711 0.46907496 0.58026883 0.79391832 0.45777264 0.34099528 0.41257845 0.56223866] [ 0.79722213] [ 0.64229879 0.60002351 0.47510752 0.52552983 0.34788658 0.23286106 0.43679005 0.59742857 0.51297583 0.46060016] [-0.68098556] [ 0.53162908 0.58407891 0.59959692 0.60695842 0.52123307 0.56233017 0.41190571 0.50594255 0.5055828 0.46877538] [-0.75471199] [ 0.56130457 0.68827353 0.43090135 0.54609606 0.47053582 0.55034152 0.49117393 0.50811441 0.51841189 0.49799425] [-0.48882628] [ 0.56298459 0.40393475 0.68900832 0.36409638 0.38649486 0.47089855 0.47681575 0.61990214 0.55779814 0.37628608] [ 0.13681129] [ 0.32143879 0.63661566 0.49209592 0.67457061 0.47500021 0.67391159 0.39104185 0.40867923 0.60427165 0.56740606] [-0.36864411] [ 0.73681828 0.51687659 0.51725987 0.35624335 0.3880008 0.20627624 0.58510593 0.6999019 0.48016549 0.31867306] [-0.04839303] [ 0.69384884 0.74215766 0.47699566 0.37382539 0.46898181 0.59143433 0.55515479 0.54010542 0.57286823 0.55085844] [-0.00675264] [ 0.61899664 0.64393627 0.50432847 0.59526946 0.47606075 0.37593088 0.52142468 0.58565406 0.5839539 0.54128737] [ 1.3164379] [ 0.79401398 0.49691749 0.67102351 0.33306658 0.410954 0.26075974 0.56221329 0.7962338 0.50931742 0.25265941] [ 0.41513042] [ 0.22943737 0.69059055 0.34195695 0.70069188 0.54496172 0.70782932 0.34413137 0.43427747 0.42544212 0.75209376] [ 0.03979445] [ 0.69575956 0.7144808 0.5608325 0.36418321 0.4556769 0.34068461 0.5060043 0.74055647 0.6010545 0.43227177] [-0.62119051] [ 0.43408825 0.4392448 0.48074121 0.59493091 0.35753318 0.54582749 0.42630061 0.52936 0.44722009 0.36747633] [ 0.29086836] [ 0.67780689 0.6099296 0.51144334 0.45604418 0.41122178 0.41834781 0.56231224 0.62214781 0.48646394 0.46330592] [ 0.03011847] [ 0.33812872 0.41668319 0.61985548 0.43091932 0.51936973 0.53358759 0.40129189 0.37001633 0.40880966 0.58364203] [-0.27438358] [ 0.50679698 0.70163729 0.42093035 0.66515846 0.26684554 0.68410013 0.32258674 0.4699523 0.51526249 0.62119067] [ 0.39064402] [ 0.52396854 0.55776298 0.53278777 0.51101853 0.49208843 0.54937971 0.55186983 0.65969831 0.52986746 0.41001163] [ 0.24274356] [ 0.24562412 0.55536722 0.46776394 0.63008671 0.58086515 0.73793656 0.48517674 0.36388375 0.45923929 0.61875491] [ 0.52744642] [ 0.59521246 0.5857432 0.54818066 0.45541552 0.30554552 0.39569854 0.43872387 0.63967144 0.57575162 0.47599154] [-0.07171499] [ 0.45003447 0.47950732 0.45151967 0.42291254 0.46355335 0.50499495 0.42809613 0.45328191 0.54817989 0.31877461] [ 0.55635954] [ 0.71957477 0.58022983 0.51132049 0.37366702 0.27344423 0.21226304 0.51552592 0.69000703 0.66341299 0.27513617] [ 0.83473019] [ 0.57392693 0.68599925 0.44513575 0.52975212 0.27079082 0.33722275 0.47736305 0.60890966 0.54502968 0.44404178] [ 0.02151751] [ 0.48269792 0.56199723 0.50780284 0.49016527 0.48106187 0.70339061 0.33424088 0.66836443 0.57533279 0.5183035 ] [ 0.29429155] [ 0.29439314 0.65196467 0.37407139 0.64178565 0.33833988 0.71298257 0.34241046 0.49969577 0.50270203 0.62499033] [-0.20737262] [ 0.64094243 0.60102786 0.61782994 0.39540203 0.53006619 0.47881331 0.56806268 0.61263467 0.49123808 0.53899911] [-0.17021627] [ 0.65217915 0.68542042 0.62050017 0.55625621 0.45231465 0.46528446 0.43932877 0.59135818 0.64125032 0.50847638] [-0.18971194] [ 0.39050229 0.59796984 0.57954599 0.46962441 0.56328652 0.60054346 0.35411609 0.4709278 0.4466994 0.6341598 ] [ 0.87940942] [ 0.68974253 0.56925271 0.51675187 0.42755604 0.24792486 0.29157277 0.51189353 0.61180437 0.6031594 0.29892142] [-1.09413984] [ 0.84690462 0.67509526 0.61316317 0.37170968 0.39542151 0.34388084 0.58069119 0.71747932 0.7082612 0.36181339] [ 0.03858061] [ 0.65070614 0.65959985 0.47491253 0.47931663 0.38334005 0.23587352 0.47993721 0.54892852 0.7091731 0.29903487] [ 1.47688232] [ 0.75083802 0.40174471 0.61339858 0.26889776 0.49125016 0.28623993 0.55072467 0.58977772 0.42271902 0.29550348] [-0.38456066] [ 0.53025011 0.34053879 0.56527804 0.47190796 0.35280014 0.65378765 0.37668495 0.56636213 0.35324302 0.37895821] [-0.5699688] [ 0.65700627 0.52671132 0.61458381 0.32456709 0.44245102 0.45334753 0.50780708 0.55313764 0.57306517 0.4706848 ] [-0.46115244] [ 0.48772048 0.68828508 0.4738308 0.58676516 0.41460819 0.49684966 0.45952153 0.48792954 0.59589989 0.61771941] [ 0.18963125] [ 0.73774414 0.54441786 0.55500742 0.39987137 0.27111817 0.24584054 0.42966067 0.59842633 0.488519 0.31835947] [-0.17540804] [ 0.49065937 0.57146459 0.55374958 0.55533893 0.48579666 0.45648769 0.38171036 0.44481726 0.56129438 0.4094037 ] [ 0.64402319] [ 0.16960112 0.71110566 0.35540134 0.72264464 0.44996168 0.7572275 0.35887545 0.39278586 0.59887107 0.64093714] [ 0.15191704] [ 0.61658428 0.48056699 0.59255909 0.52174987 0.3019157 0.27839425 0.43783302 0.61786846 0.51348644 0.31611444] [ 0.87587412] [ 0.54134838 0.70418123 0.51144481 0.53393111 0.36870255 0.6047248 0.52957389 0.61225838 0.60502425 0.55239331] [ 0.75535537] [ 0.76135548 0.58744877 0.58483978 0.45091761 0.38953353 0.34516711 0.5122354 0.71751316 0.57557624 0.32821129] [-0.4373161] [ 0.50442705 0.66733008 0.45973457 0.51546048 0.50143431 0.5913655 0.52239578 0.48574358 0.4139461 0.63662972] [-0.26739306] [ 0.78260395 0.51314642 0.5285464 0.39795162 0.28744876 0.4059119 0.40871194 0.5890347 0.56061146 0.34804323] [ 0.23524681] [ 0.2296533 0.41338496 0.51550558 0.56963235 0.43906321 0.71026023 0.36259662 0.38732442 0.48974311 0.48302597] [-1.0045735] [ 0.50694805 0.44367948 0.60032806 0.37682719 0.47390133 0.37708476 0.44055999 0.55137525 0.49779987 0.34592744] [-0.74547344] [ 0.65974236 0.46443642 0.66931218 0.30629147 0.53995497 0.48257681 0.4710007 0.58079464 0.57222903 0.50522121] [-0.33753927] [ 0.36218234 0.67532558 0.40463323 0.6600204 0.41075339 0.68615079 0.39955415 0.56830123 0.6677398 0.53543401] [-0.71945482] [ 0.67889639 0.51618746 0.60562452 0.3262619 0.41807559 0.49386417 0.50375981 0.53798796 0.53679744 0.47104761] [-0.70137448] [ 0.8080762 0.55622222 0.61569562 0.2510406 0.35924333 0.31226658 0.53999256 0.67513076 0.63845374 0.39251595] [ 0.10556049] [ 0.4690865 0.63061112 0.48244792 0.51367085 0.46432566 0.46628998 0.50834053 0.52214264 0.48801279 0.3760523 ] [-1.03508926] [ 0.57145725 0.5915523 0.5101471 0.57043484 0.26052949 0.37668735 0.36845241 0.49151019 0.46372519 0.37943403] [ 1.83507306] [ 0.52125839 0.81334135 0.38161454 0.56535782 0.2268748 0.39284182 0.42480623 0.65694636 0.58420342 0.48667464] [ 0.57978765] [ 0.55349202 0.6935798 0.34815252 0.57366957 0.38714302 0.4659347 0.58118586 0.70092615 0.571844 0.3545999 ] [-0.76629893] [ 0.44693642 0.38626662 0.67003795 0.3639423 0.47379088 0.43606524 0.48408952 0.54095318 0.37310053 0.41421497] [ 1.3314846] [ 0.71666077 0.56244615 0.52455974 0.31451625 0.3418483 0.30896628 0.45993845 0.67385128 0.55331121 0.3293046 ] [ 1.55099593] [ 0.75224803 0.51636708 0.53552929 0.3904814 0.38902377 0.29620414 0.53264055 0.65076632 0.51620514 0.30226063] [-0.52904971] [ 0.65455297 0.51159755 0.57383726 0.4258274 0.34210821 0.28823402 0.53615567 0.65386612 0.46093778 0.27735063] [ 0.8128523] [ 0.73751314 0.49138105 0.57091269 0.26346169 0.38517771 0.33611923 0.5139568 0.78940484 0.55485084 0.39580933] [ 1.83152825] [ 0.73238183 0.67732506 0.45916554 0.42894144 0.31533403 0.28503351 0.52532504 0.74637145 0.57339881 0.44126384] [ 0.2083434] [ 0.55591371 0.62263341 0.56645192 0.53408041 0.48579246 0.45877929 0.53688756 0.52973878 0.61483775 0.56485487] [ 0.30048943] [ 0.70925545 0.61254468 0.57458792 0.23139396 0.3468905 0.32880532 0.57088597 0.64099704 0.62086524 0.43247193] [ 0.12475906] [ 0.70070493 0.52838272 0.54257189 0.3750669 0.41998275 0.38071977 0.50588579 0.59925862 0.36851889 0.47968615] [ 0.03603708] [ 0.28793918 0.36124315 0.51001321 0.42542989 0.54603254 0.74841815 0.41075659 0.36243378 0.36218051 0.51163904] [ 1.04152979] [ 0.77756991 0.26454664 0.69858545 0.19837818 0.40451996 0.2851135 0.51127684 0.725664 0.40195502 0.25720281] [-0.66640965] [ 0.58203175 0.49327252 0.50189044 0.68027216 0.46935118 0.38020438 0.43520925 0.56657202 0.45209518 0.55220871] [-0.32451395] [ 0.76103731 0.31439978 0.64826687 0.40206847 0.52077887 0.45543749 0.48020534 0.64913055 0.38730589 0.38242326] [-0.04776386] [ 0.45267321 0.5669971 0.3576658 0.64765643 0.29388744 0.50540946 0.34556372 0.51048657 0.54525277 0.41463707] [ 1.02861574] [ 0.59063555 0.56366384 0.46455233 0.55253697 0.28117509 0.28714447 0.48156757 0.59237819 0.50231821 0.26336457] [ 0.09892764] [ 0.34846437 0.62725846 0.50602057 0.64491114 0.50010729 0.74488445 0.44389596 0.41424609 0.45636977 0.65552196] [ 1.06844908] [ 0.7466806 0.65192511 0.45530875 0.46797305 0.27912649 0.19118911 0.50506288 0.621346 0.6170888 0.3447616 ] [-0.03342316] [ 0.47642006 0.74617512 0.42348396 0.58090449 0.25795289 0.4417004 0.50489409 0.61182009 0.61380089 0.54754505] [ 0.10937898] [ 0.3131738 0.56772275 0.43254897 0.4942682 0.40294927 0.77271656 0.31326548 0.45818396 0.40937904 0.63308083] [ 2.12445206] [ 0.78887703 0.60609072 0.51122539 0.29259224 0.24023305 0.23783071 0.50370681 0.66260954 0.58894105 0.30192531] [-0.2560799] [ 0.75984006 0.49162389 0.57860259 0.34738595 0.48294831 0.34034869 0.54656295 0.61527453 0.55987223 0.318774 ] [ 0.05840701] [ 0.25573035 0.63024268 0.43161446 0.70849595 0.42703294 0.72089646 0.44850711 0.45604422 0.46937897 0.58000646] [ 0.61462289] [ 0.74152442 0.59019446 0.51315786 0.44187204 0.32942553 0.3017376 0.54899018 0.54798037 0.60627907 0.31675384] [-1.16804884] [ 0.44273224 0.58794382 0.3940281 0.60855157 0.30919603 0.53732801 0.50708882 0.72767845 0.48766361 0.31089438] [-0.75209714] [ 0.53580256 0.80147302 0.44444161 0.63532341 0.38610537 0.580255 0.42247618 0.60945532 0.70014192 0.56793358] [-1.10043317] [ 0.85737892 0.75128689 0.57996075 0.37874185 0.38934166 0.46087882 0.50552862 0.80231175 0.73695676 0.50672269] [-0.43286382] [ 0.51652337 0.61991031 0.40408546 0.58123173 0.36449134 0.31734411 0.3424985 0.58996079 0.49312319 0.52149034] [-0.72455643] [ 0.80685311 0.59148364 0.48798539 0.29956883 0.45587019 0.39949923 0.57120123 0.60716936 0.46274694 0.36543707] [-0.02078088] [ 0.47343684 0.48356693 0.50898647 0.40140265 0.43763272 0.56062635 0.42763334 0.57090732 0.41641305 0.44033762] [-0.59787004] [ 0.68033873 0.61505916 0.51332864 0.52949509 0.29681786 0.37114905 0.40723391 0.57734734 0.60615332 0.56847544] [-0.25479339] [ 0.47052485 0.26774194 0.59611045 0.273648 0.51933531 0.60668795 0.46626939 0.54470644 0.33596129 0.36160248] [-0.3394646] [ 0.41100837 0.58338882 0.4275551 0.47377159 0.42463119 0.58175048 0.45494663 0.54516143 0.4639964 0.50641891] [ 0.18401233] [ 0.29806424 0.60452855 0.49359679 0.56442383 0.53470075 0.63635772 0.39702464 0.37330674 0.48718045 0.62135441] [-0.41934013] [ 0.5784453 0.74324323 0.47639155 0.63155923 0.48673547 0.54353503 0.50371228 0.62069317 0.57695526 0.40136266] [-0.41394475] [ 0.74252132 0.49882382 0.56645799 0.43062974 0.39360542 0.50796935 0.55127612 0.59571964 0.40560632 0.41422707] [ 0.22457769] [ 0.25343109 0.52835891 0.59249326 0.45285378 0.60823278 0.70431296 0.43224594 0.2593935 0.47474305 0.64461678] Progress: 30.6% ... Training loss: 0.417 ... Validation loss: 0.669[ 0.23702352] [ 0.7241671 0.42698635 0.66686462 0.45124283 0.41953776 0.32219349 0.467954 0.6445246 0.48099367 0.26903933] [ 0.13195363] [ 0.76143807 0.79765879 0.54210813 0.30197409 0.31415964 0.39065877 0.59090391 0.70536562 0.71017622 0.46805939] [ 0.32466618] [ 0.58408418 0.61696235 0.47905547 0.50191003 0.29818925 0.57711219 0.3713057 0.68492162 0.54798538 0.46940099] [ 1.00068612] [ 0.64049119 0.4944713 0.5933954 0.47075763 0.30717458 0.42955662 0.3889181 0.50285465 0.54807207 0.45094674] [ 0.22039303] [ 0.55049944 0.54229072 0.53122191 0.44144083 0.37757323 0.38883271 0.49315336 0.57168593 0.50516583 0.46957662] [-1.00602232] [ 0.57137676 0.7326114 0.38403617 0.62420285 0.46869393 0.51847987 0.38623779 0.62843013 0.59203946 0.50638558] [ 0.08581406] [ 0.2153627 0.54927402 0.50007617 0.64112674 0.44570754 0.65278148 0.40137637 0.41365882 0.51789578 0.52883739] [ 0.34098874] [ 0.68116304 0.672763 0.45513679 0.61043471 0.27753919 0.30732912 0.47599921 0.51526666 0.62575825 0.37168163] [-0.05469834] [ 0.43193936 0.6826655 0.53414026 0.41547938 0.40946834 0.61107907 0.46550628 0.38151706 0.62429939 0.64061654] [ 0.43155059] [ 0.66588081 0.60119341 0.50927293 0.51247918 0.31605235 0.29526958 0.52818194 0.52120953 0.56856577 0.34984193] [ 1.62043257] [ 0.50248661 0.44558051 0.44565201 0.54939835 0.3083036 0.28862043 0.39928748 0.43010708 0.54887726 0.25588458] [-0.22711647] [ 0.33738396 0.74261163 0.39334292 0.7335539 0.39640777 0.70376776 0.46116552 0.56176675 0.59677771 0.59434303] [-0.09297774] [ 0.37811853 0.4946476 0.46451837 0.53796554 0.30259852 0.62642719 0.34815048 0.64889964 0.40999536 0.45022345] [-0.19060508] [ 0.2946024 0.13667468 0.68376636 0.35522581 0.69614111 0.54351749 0.33463404 0.25282238 0.1673748 0.38547925] [ 1.80015697] [ 0.48822927 0.73858205 0.39845333 0.62312889 0.34448328 0.36013534 0.42317139 0.67959584 0.68821265 0.50472801] [ 1.92989573] [ 0.56940439 0.68023762 0.36924166 0.44088429 0.32718214 0.24660686 0.50345684 0.62520822 0.67234548 0.2809287 ] [-0.24811604] [ 0.53166962 0.45457065 0.63618679 0.46809282 0.42705672 0.37755897 0.4913212 0.50732805 0.44674927 0.48476026] [-0.6020385] [ 0.66851756 0.69464762 0.46517464 0.42473209 0.26939561 0.43631956 0.46860243 0.62577256 0.61116983 0.49181739] [-0.83298743] [ 0.65943332 0.56797905 0.49712914 0.43192245 0.30437514 0.40283916 0.47569529 0.54725339 0.64427621 0.42681549] [-0.309927] [ 0.73047991 0.42081228 0.66561574 0.52081284 0.43884289 0.32769969 0.47019341 0.61588894 0.44071468 0.31393876] [ 0.51521403] [ 0.55598079 0.62902127 0.38858161 0.54266764 0.28580997 0.43934099 0.55803934 0.7602766 0.63602034 0.27481878] [-0.68432016] [ 0.45089065 0.64040995 0.38690556 0.57817932 0.34899942 0.43112603 0.46052134 0.51138196 0.56474092 0.44965617] [-0.37518571] [ 0.2662352 0.5064033 0.50624051 0.56121789 0.48221149 0.52536121 0.48440073 0.42160352 0.41729902 0.43378198] [-0.16432799] [ 0.42785589 0.62421975 0.45704445 0.38775629 0.52579038 0.60303186 0.38600333 0.47470876 0.44941441 0.71755996] [-0.50067989] [ 0.46989781 0.7714804 0.53758826 0.61157977 0.36429419 0.68983489 0.47232453 0.5300157 0.57248434 0.6105396 ] [-1.00104338] [ 0.61276098 0.52756515 0.63234216 0.42272022 0.54635954 0.48451372 0.4175367 0.5333859 0.45964782 0.44495906] [ 1.05883799] [ 0.61023215 0.60983748 0.55472694 0.55935032 0.5156408 0.45392175 0.50156808 0.60154682 0.58441878 0.39762419] [ 0.57326696] [ 0.48765701 0.46627304 0.51153354 0.38053442 0.50357038 0.46741808 0.62296729 0.56638389 0.49882192 0.36957622] [-0.4348134] [ 0.26257192 0.58235331 0.43579913 0.62253242 0.50404251 0.55345546 0.40674206 0.47962152 0.45085167 0.44962167] [-0.56008724] [ 0.39364987 0.48702612 0.44981567 0.48847501 0.40665863 0.52883392 0.41345353 0.50192073 0.36500506 0.43512481] [-0.32116429] [ 0.32843718 0.48012004 0.57320776 0.50442525 0.45069219 0.69256409 0.44952157 0.50712108 0.32753843 0.51322677] [ 0.10281531] [ 0.42849501 0.79261411 0.32512967 0.5351452 0.32132875 0.67237582 0.46459178 0.62852074 0.54350089 0.56788198] [-0.23308218] [ 0.30886719 0.41559042 0.63684968 0.46858578 0.53993114 0.52738444 0.4305676 0.30937622 0.48639974 0.47506969] [ 0.51283646] [ 0.58393387 0.76957535 0.33264242 0.58802905 0.26541717 0.28244183 0.51697735 0.55641596 0.72630435 0.45140808] [ 0.49446539] [ 0.72529155 0.64448313 0.60332036 0.40216562 0.31867294 0.42162851 0.62367471 0.7845521 0.59524009 0.39049772] [-1.0618005] [ 0.74156926 0.61908242 0.48326627 0.37352223 0.28583584 0.27360628 0.57126293 0.7867496 0.68152768 0.24468888] [-0.2665443] [ 0.2142516 0.52563186 0.50136166 0.66402766 0.41686093 0.65186303 0.39963812 0.48481536 0.40715879 0.44502031] [-0.40834127] [ 0.35250802 0.66805576 0.36461786 0.62066735 0.41664025 0.40850527 0.41858222 0.37452624 0.41544317 0.63499528] [-0.65931433] [ 0.37390233 0.42523443 0.61785608 0.37125699 0.51674622 0.5946516 0.43583737 0.48361113 0.49381128 0.51569422] [-0.62321068] [ 0.82352759 0.62509783 0.62719235 0.32261809 0.48301085 0.39788506 0.61138757 0.61812615 0.55284972 0.4893755 ] [-0.09114609] [ 0.40341035 0.6565605 0.41238576 0.58973894 0.41921163 0.5696815 0.28139311 0.46881436 0.4496216 0.62846925] [-0.49875459] [ 0.3132127 0.38564164 0.51183489 0.35260405 0.47871815 0.47443987 0.54398571 0.50688345 0.4189155 0.34095563] [-0.27326187] [ 0.41268028 0.57792747 0.52378458 0.6221484 0.37852143 0.6243504 0.39043548 0.3402736 0.48848843 0.56507856] [ 0.88655384] [ 0.58916435 0.6233761 0.55614782 0.31701676 0.47857416 0.4397288 0.43135652 0.55971329 0.63506888 0.49081852] [-0.91442776] [ 0.53516525 0.70783835 0.39772856 0.53582012 0.30764922 0.26535967 0.43715013 0.64661037 0.66021562 0.32809288] [ 0.57702904] [ 0.44381882 0.55154444 0.54222257 0.37377828 0.51588651 0.60479851 0.444115 0.58694165 0.53745968 0.54286151] [-0.1457289] [ 0.68459398 0.33587667 0.60053611 0.34724655 0.36965017 0.31799717 0.42770626 0.61066365 0.45943013 0.27476015] [-0.54825533] [ 0.74493364 0.49237208 0.54859551 0.47118232 0.3180902 0.38449407 0.36735071 0.59036331 0.52698756 0.33080779] [-0.08748046] [ 0.39144403 0.4625158 0.43201647 0.59355462 0.35930408 0.67911083 0.3733847 0.5601585 0.41313614 0.47300053] [-0.97256906] [ 0.56668022 0.69407189 0.44927325 0.60643039 0.23416968 0.38889407 0.39167591 0.59649994 0.52112528 0.42543076] [ 0.19851514] [ 0.28156517 0.59859472 0.43871941 0.55861216 0.45588437 0.73075419 0.36608225 0.39516193 0.59175683 0.59302523] [ 0.24231018] [ 0.55301205 0.62567499 0.48929209 0.39496414 0.39346795 0.62534212 0.45650959 0.73517457 0.63590807 0.47098001] [-0.48766055] [ 0.57865036 0.42925642 0.53109971 0.28822633 0.42968826 0.55197501 0.50594746 0.63321685 0.47217156 0.36340368] [-0.20908536] [ 0.66374641 0.55196843 0.53004335 0.42314855 0.43213154 0.51936208 0.58025675 0.66555522 0.57295622 0.34175581] [-0.58179745] [ 0.58329563 0.55742608 0.49335424 0.54023582 0.38250094 0.48198508 0.46285726 0.49397397 0.45049131 0.39076964] [ 1.70163505] [ 0.79334992 0.53333154 0.56164364 0.3793364 0.40083473 0.29776776 0.54903181 0.68884279 0.46844186 0.39174615] [-0.29448421] [ 0.59606226 0.69873476 0.54886087 0.66152229 0.43360084 0.52446608 0.4325927 0.60363518 0.56640766 0.42486181] [-0.2703237] [ 0.31368677 0.70444136 0.37625301 0.66476275 0.33560228 0.62235065 0.45861798 0.46804635 0.58372767 0.56717745] [-0.80508836] [ 0.4205524 0.33354402 0.58725624 0.61284023 0.38839079 0.56150587 0.42986895 0.43877794 0.45093043 0.31051865] [-0.17237576] [ 0.41651732 0.21561043 0.74638586 0.34414216 0.54691831 0.62777666 0.42295968 0.37408825 0.3283438 0.45135107] [-0.04932799] [ 0.27171755 0.43957969 0.58102777 0.41240558 0.59821772 0.59212286 0.4296379 0.33646014 0.48224794 0.50502739] [ 0.41069153] [ 0.38182707 0.3685669 0.59047134 0.36385216 0.50035544 0.53024907 0.36474217 0.52511167 0.41821839 0.41747492] [ 0.19229614] [ 0.27094121 0.69928677 0.34390929 0.74085915 0.4677744 0.66412739 0.40316851 0.33212915 0.44128709 0.64637963] [-0.68032979] [ 0.43604606 0.64167968 0.51884968 0.45634933 0.47882498 0.50333502 0.40978138 0.50454645 0.59037911 0.64810712] [ 0.22467715] [ 0.23032393 0.51864233 0.48010123 0.50643224 0.61165898 0.63498568 0.42613064 0.23693541 0.34346426 0.63322114] [ 0.36733547] [ 0.74557849 0.44019172 0.61314371 0.32881271 0.36443573 0.23307312 0.43501521 0.6779062 0.55125185 0.29969178] [ 0.97224214] [ 0.78956609 0.51471102 0.6450402 0.27862381 0.37259162 0.28986443 0.6134587 0.67242072 0.54827986 0.3289165 ] [-0.33318351] [ 0.33534241 0.78267619 0.34371284 0.71716649 0.3198838 0.51778902 0.37351089 0.44734982 0.49728297 0.64429079] [ 0.27477018] [ 0.49885127 0.58389046 0.50689999 0.56086067 0.31437078 0.42880746 0.49087125 0.49128847 0.51923025 0.49602092] [ 0.02039835] [ 0.25340136 0.54679511 0.4520512 0.5069486 0.53569247 0.60015513 0.32379106 0.30569645 0.30584201 0.54710489] [ 0.13379819] [ 0.81914522 0.61507066 0.5915815 0.29293428 0.4671734 0.26796577 0.52246771 0.67588161 0.59408216 0.32054731] [-0.25069984] [ 0.4315791 0.74772399 0.40137683 0.72892161 0.32905898 0.57801313 0.39776255 0.43300828 0.59917584 0.68916732] [-0.38954065] [ 0.40522459 0.7990139 0.39769245 0.62137235 0.31808905 0.62221293 0.45646318 0.53158098 0.61251984 0.64692898] [-1.19476389] [ 0.65452389 0.51675959 0.61906544 0.17920007 0.65999907 0.49099544 0.54607679 0.55264778 0.48744417 0.50094882] [-0.4102651] [ 0.67759113 0.68457621 0.49941858 0.38996453 0.35278918 0.4369014 0.5595073 0.70865595 0.52344832 0.48840544] [-1.31364957] [ 0.70134499 0.70570444 0.5022555 0.55502727 0.38267402 0.29666843 0.50887016 0.73541021 0.68101964 0.30602957] [-0.17906665] [ 0.26736924 0.36337427 0.47457211 0.66493884 0.49758332 0.53741073 0.43722325 0.50584744 0.35378845 0.60732096] [ 0.13384993] [ 0.62637528 0.56777761 0.45253654 0.56490512 0.40610766 0.31269486 0.56221557 0.59711428 0.51283076 0.44031699] [-0.6108495] [ 0.45656564 0.60651584 0.39140577 0.59589473 0.28941418 0.51145303 0.39347386 0.5839694 0.5148375 0.52384304] [ 0.09544234] [ 0.46218596 0.40753552 0.65683572 0.33246003 0.51976864 0.50595405 0.39708487 0.53606147 0.37487877 0.53483382] [-1.36540327] [ 0.81584662 0.6653674 0.52397457 0.28956728 0.22695314 0.23274991 0.55521724 0.6887609 0.66047103 0.33997907] [-0.30232429] [ 0.43339953 0.54584732 0.58689488 0.52455094 0.44836825 0.62956693 0.51490803 0.5436006 0.39388472 0.43149408] [-0.99245535] [ 0.64697126 0.7055674 0.50027581 0.65061593 0.42075622 0.50519684 0.41113829 0.61509422 0.60641396 0.44671943] [ 1.43631542] [ 0.6577416 0.71550584 0.51668152 0.44846964 0.37483778 0.4653421 0.47510402 0.72048819 0.62624926 0.49050333] [ 0.41372729] [ 0.76824109 0.60095028 0.50030247 0.49144313 0.24372614 0.27266926 0.51267878 0.60515171 0.56917431 0.34684679] [-0.77112465] [ 0.47833484 0.69113128 0.39825857 0.56591519 0.35591831 0.47378627 0.3708735 0.50668971 0.42443854 0.53624862] [ 0.12674313] [ 0.31928514 0.67343998 0.35543595 0.67469076 0.48334623 0.70819893 0.36594913 0.43746131 0.46454983 0.6570348 ] [-1.06922409] [ 0.63423364 0.64888423 0.50784639 0.47489949 0.27083958 0.38834827 0.43403103 0.45547965 0.62297701 0.41392025] [-0.17260501] [ 0.66275986 0.70114851 0.38370648 0.50228232 0.39346634 0.45964497 0.46383811 0.63739894 0.59982965 0.38658633] [-0.42999964] [ 0.72681073 0.72186844 0.35840194 0.45664597 0.22880992 0.39404144 0.43531976 0.5852076 0.58171414 0.40812258] [-0.0508086] [ 0.60711748 0.65500922 0.56652728 0.53932193 0.45326184 0.49533143 0.52611827 0.63713417 0.58269083 0.52817573] [-0.16949577] [ 0.35684975 0.66328523 0.39123091 0.55882418 0.49891636 0.7597739 0.31976963 0.62025783 0.50516 0.67019652] [-1.14907045] [ 0.52636087 0.71302891 0.44657373 0.48954225 0.38972494 0.414185 0.42426525 0.48216322 0.65382954 0.46349695] [-0.50837434] [ 0.71583742 0.49106317 0.57075955 0.31094506 0.43917234 0.31230775 0.43894242 0.55107906 0.48491027 0.50054776] [ 0.55154415] [ 0.19733357 0.51219026 0.56450044 0.55223785 0.56467566 0.78524676 0.290267 0.29951876 0.34723735 0.71360373] [ 0.49286016] [ 0.61499002 0.56633261 0.43225538 0.49667362 0.31647246 0.25247213 0.5657455 0.52535814 0.61001551 0.53890294] [ 0.36318475] [ 0.60563768 0.49854637 0.49694554 0.34698275 0.48197625 0.31222199 0.54556518 0.52852946 0.52581505 0.30335774] [-1.10620849] [ 0.44393819 0.61824556 0.407873 0.52971165 0.37849402 0.34263562 0.41350973 0.47623873 0.60234056 0.48082359] [-0.06891806] [ 0.63648227 0.4452218 0.57977833 0.49866126 0.49905176 0.41581335 0.54242929 0.52915171 0.4053059 0.38824436] [-0.31128158] [ 0.38578445 0.61718748 0.34302958 0.45066943 0.4108006 0.52587843 0.43903661 0.57055804 0.51573915 0.36331332] [-0.03595405] [ 0.49783172 0.70846837 0.54221981 0.66645606 0.4597698 0.59241201 0.40989903 0.58298292 0.50020423 0.65665804] [ 2.20140236] [ 0.82356709 0.46959183 0.66980151 0.21776342 0.42714419 0.22986919 0.59838133 0.71937863 0.47882373 0.34404433] [-0.12502614] [ 0.40729044 0.7243164 0.37352704 0.64664873 0.37250539 0.60676662 0.3145023 0.43503405 0.5197054 0.66846532] [-0.02385537] [ 0.55851291 0.70820372 0.46129426 0.49968663 0.38282701 0.65598949 0.45554473 0.52330679 0.52227422 0.57465425] [-0.1574651] [ 0.34936929 0.68633287 0.43800427 0.56764313 0.49731759 0.61216685 0.36158779 0.38639451 0.4424391 0.6218088 ] [-0.89293993] [ 0.65832999 0.73073183 0.49717352 0.50725556 0.36198873 0.44607581 0.48429165 0.63411199 0.61475554 0.46499367] [ 1.29506094] [ 0.70032656 0.63737429 0.48289177 0.37500805 0.29270094 0.25750532 0.48544514 0.67459908 0.60437309 0.32549725] [-0.70287253] [ 0.54473511 0.56265693 0.40291152 0.58232886 0.45168963 0.63130253 0.45889692 0.58635316 0.42822283 0.55779508] [ 0.66934584] [ 0.69666995 0.6455264 0.59154421 0.40122568 0.34428369 0.53622402 0.5256337 0.58202869 0.50922012 0.480455 ] [-0.91958787] [ 0.53722105 0.56489732 0.57731145 0.45548589 0.46149787 0.5260087 0.50536524 0.55698316 0.40545589 0.4585694 ] [ 0.19744756] [ 0.27834222 0.64457151 0.49484794 0.68153115 0.64427353 0.77026298 0.43701878 0.42691077 0.49700446 0.62160756] [-0.00660676] [ 0.41868445 0.55565608 0.59442889 0.38810849 0.51012425 0.66768579 0.38493407 0.53855781 0.44336494 0.5648052 ] [-0.22374312] [ 0.38376364 0.59047636 0.39309481 0.55603685 0.40965234 0.72730599 0.44177253 0.72818873 0.58565761 0.44785297] [-0.19635309] [ 0.40283204 0.68477568 0.50396931 0.58827422 0.58964624 0.62580129 0.42069936 0.43931986 0.44132922 0.66429862] [ 0.32821843] [ 0.64915319 0.61488645 0.51277576 0.42291475 0.31416733 0.2690395 0.52586228 0.53291414 0.69662144 0.31062537] [-0.1373157] [ 0.36841142 0.46833734 0.56104979 0.48905757 0.48502331 0.50757464 0.4433407 0.40718358 0.44674926 0.61917241] [ 1.16699793] [ 0.6154183 0.60074764 0.51009692 0.47298668 0.27916809 0.3034709 0.3862615 0.55318281 0.50557932 0.37793628] [-0.09130478] [ 0.2157085 0.53019461 0.4777351 0.64916621 0.44838454 0.65067733 0.35969427 0.46812609 0.47405745 0.56445845] [-0.02277374] [ 0.31647935 0.60278319 0.5633538 0.54492146 0.52952178 0.72012563 0.3938182 0.40452327 0.521839 0.66887755] [-0.89263393] [ 0.4915397 0.34689244 0.64340764 0.34667863 0.56400986 0.40116028 0.59169412 0.42723055 0.35745844 0.59024258] [ 0.20370046] [ 0.57629587 0.61645153 0.46489232 0.5024008 0.30881432 0.31648737 0.47903588 0.64136503 0.53662131 0.39868033] [-0.13594539] [ 0.25088233 0.66096492 0.4151051 0.55408201 0.46389626 0.68747156 0.37318729 0.39176332 0.56124642 0.5458498 ] [ 0.01081949] [ 0.40753389 0.57447064 0.51071508 0.57271399 0.43721903 0.44230853 0.5067811 0.56669513 0.54570651 0.47725991] [ 1.96697697] [ 0.56577847 0.64059149 0.46666795 0.49973726 0.36737391 0.38239469 0.61246402 0.66966253 0.68399582 0.28278711] [-0.53687898] [ 0.54656074 0.44999469 0.62716463 0.37357684 0.44626471 0.37328192 0.54487797 0.52530751 0.47055878 0.38747582] [ 0.06520519] [ 0.32854563 0.67503029 0.52432619 0.69523248 0.53572228 0.75302378 0.42418436 0.50738115 0.55898363 0.65262934] [-0.28666012] [ 0.49649927 0.35645749 0.65446983 0.40546337 0.42769871 0.5690774 0.41366444 0.47513842 0.441005 0.40433953] [-0.03525841] [ 0.49974006 0.57647952 0.52259238 0.49300098 0.40090582 0.5521039 0.52190976 0.64588775 0.58529284 0.39600734] Progress: 30.9% ... Training loss: 0.407 ... Validation loss: 0.666[-0.2890544] [ 0.38623484 0.43797784 0.61417898 0.63748872 0.41343363 0.64306622 0.36114547 0.38755021 0.39632495 0.44572058] [ 2.35105199] [ 0.69508178 0.57146562 0.5544743 0.47113766 0.31090232 0.25523553 0.46605163 0.78481602 0.55961063 0.39024212] [-0.22418796] [ 0.44233546 0.50969384 0.58018706 0.48934042 0.42059478 0.44818121 0.44501296 0.54672402 0.49560478 0.46318127] [ 0.98651341] [ 0.63491555 0.71748967 0.58350609 0.46479182 0.3918827 0.55910871 0.4823244 0.61261195 0.67297031 0.5733482 ] [ 1.08651537] [ 0.63902737 0.48516186 0.63033932 0.37130865 0.40066309 0.3151828 0.43569189 0.71349181 0.51276868 0.31801224] [-0.00141738] [ 0.18627417 0.48370271 0.54318743 0.66302309 0.45190016 0.72954269 0.40626249 0.42154702 0.38211669 0.46397748] [ 0.04927803] [ 0.56693098 0.5777146 0.52628234 0.4960782 0.36715576 0.56643494 0.53468004 0.68387576 0.47328781 0.45613518] [-0.39982834] [ 0.44132507 0.57938592 0.44391239 0.5644352 0.44286844 0.50184647 0.36975096 0.41921123 0.36043597 0.58607808] [-0.71292667] [ 0.57537746 0.44799952 0.64248453 0.3423883 0.65435509 0.51301482 0.39221069 0.46997032 0.29195602 0.52184592] [-0.42420988] [ 0.31221213 0.21554378 0.52906548 0.58692389 0.53574542 0.57594652 0.43647139 0.45326669 0.24569704 0.28249818] [-0.33860156] [ 0.4484563 0.64769114 0.42389829 0.51403462 0.3618027 0.67978154 0.43980493 0.49986945 0.60381263 0.58910032] [ 1.27258155] [ 0.61851881 0.67933515 0.49216481 0.48151245 0.37651421 0.52455233 0.51752372 0.6617923 0.57523994 0.40905216] [-0.00058936] [ 0.34689734 0.56968534 0.37547604 0.60295056 0.43158516 0.52654377 0.39293644 0.54578004 0.45220925 0.49928165] [-0.32283907] [ 0.45381652 0.63913029 0.49163961 0.49718182 0.47553872 0.58201624 0.47408703 0.65814931 0.66027858 0.66223341] [ 0.18308425] [ 0.17593697 0.40561178 0.56819329 0.59016001 0.44186364 0.67794346 0.50841362 0.40187605 0.46186859 0.51541157] [ 1.27823025] [ 0.54465806 0.48506856 0.51128183 0.48462284 0.3050668 0.4795286 0.54399211 0.77522374 0.47456559 0.27576148] [-0.39973147] [ 0.51752835 0.69539616 0.47905599 0.54544989 0.28383835 0.54250813 0.41605689 0.40065689 0.62677843 0.5623474 ] [ 0.39906274] [ 0.46258168 0.48999083 0.50980092 0.33755749 0.41966786 0.55850631 0.42438021 0.59759233 0.45532496 0.38973121] [-0.60632023] [ 0.61660809 0.53940183 0.57495764 0.45316501 0.57003173 0.56860833 0.45001937 0.55537461 0.36810266 0.67261399] [ 0.41994564] [ 0.44302954 0.54065566 0.37777214 0.58688672 0.32636057 0.27516807 0.47553008 0.53111672 0.54198289 0.55247629] [-0.45712785] [ 0.4817247 0.36308821 0.54214982 0.48274968 0.34648798 0.30610551 0.44758703 0.62354882 0.42888959 0.27739725] [-0.19445598] [ 0.38989938 0.52158144 0.36318003 0.53310558 0.51075668 0.73777103 0.42410437 0.58429796 0.45428803 0.44069261] [-0.34442992] [ 0.67920378 0.43644737 0.66514055 0.23004787 0.46583611 0.3511601 0.56258538 0.55313317 0.48824436 0.35348859] [-0.71589397] [ 0.83245272 0.58634866 0.65184967 0.21125664 0.40216272 0.45622182 0.63790197 0.65773434 0.47639181 0.44136005] [-0.45652062] [ 0.43290859 0.62311912 0.50243576 0.6305063 0.40009182 0.6544535 0.44221754 0.51753088 0.43148925 0.49300182] [ 0.78012626] [ 0.65812516 0.61974087 0.42806384 0.54814955 0.29463521 0.22122267 0.50388198 0.5061837 0.59862254 0.40166709] [ 0.42512319] [ 0.74838149 0.67592531 0.61179247 0.24299962 0.47386135 0.38154163 0.51183253 0.70394794 0.61613855 0.42200393] [ 0.62783175] [ 0.70381289 0.541297 0.55809551 0.42729713 0.39850606 0.30008925 0.50425201 0.70408878 0.58301148 0.34184594] [-0.02096907] [ 0.63968066 0.41466255 0.55811354 0.38569702 0.32883605 0.30657354 0.55459913 0.75600938 0.58115367 0.20795434] [ 0.15425648] [ 0.26135571 0.33524922 0.68721413 0.40633061 0.54270126 0.76281262 0.43061792 0.31604869 0.36002103 0.61227 ] [-0.13376236] [ 0.40134626 0.47750922 0.57586986 0.57566857 0.59275298 0.50342055 0.34448873 0.46996565 0.46796427 0.56684625] [ 1.06899314] [ 0.57226712 0.74409595 0.39662331 0.67927172 0.22929748 0.33780258 0.37282721 0.57847976 0.56200896 0.51036634] [ 0.57029015] [ 0.55884648 0.64509738 0.54345873 0.56533884 0.40729196 0.371317 0.39914294 0.62657389 0.64421226 0.55396152] [-0.1488915] [ 0.37761436 0.41571706 0.69791953 0.42025264 0.54896898 0.54078849 0.4135746 0.34173926 0.43240683 0.52747339] [-0.3474283] [ 0.65362001 0.38829058 0.66478691 0.30959616 0.34968519 0.53693975 0.46378486 0.59523023 0.39754956 0.35240767] [ 0.02384298] [ 0.42473693 0.65511942 0.45193433 0.3564729 0.48607559 0.71842706 0.40675186 0.44143259 0.4625629 0.65008583] [-0.22938725] [ 0.81844391 0.53950564 0.57762634 0.54744831 0.34525279 0.17635638 0.55120049 0.8376874 0.54270279 0.3988242 ] [-0.40104003] [ 0.7950614 0.6243994 0.59251132 0.35631315 0.43693967 0.38155066 0.59937316 0.60855971 0.62482355 0.3742331 ] [-0.18177009] [ 0.75196046 0.75486901 0.42928977 0.45539121 0.32822821 0.45927259 0.51718025 0.68523703 0.66517689 0.46774613] [-0.56497008] [ 0.39907103 0.40718402 0.44138737 0.50128577 0.37935079 0.65342529 0.37008729 0.55910492 0.41225736 0.36924898] [-0.21442076] [ 0.62737918 0.59754708 0.5602047 0.46847768 0.48310519 0.50393826 0.47368727 0.63430091 0.6402294 0.48442492] [-0.40983105] [ 0.46371007 0.15756947 0.78991711 0.30785698 0.51166868 0.51521199 0.44142637 0.51281354 0.33586408 0.3299202 ] [-0.53819489] [ 0.43228722 0.59321968 0.47881933 0.58985271 0.40171934 0.64343769 0.44135434 0.63836659 0.48502044 0.43418706] [-0.58562793] [ 0.79042581 0.54148586 0.57115454 0.32199915 0.41562571 0.37666341 0.57343532 0.61099812 0.44195753 0.3361609 ] [-0.12072053] [ 0.44046858 0.45358321 0.62719916 0.4886674 0.42502305 0.41520946 0.50521967 0.51669455 0.43347183 0.49977496] [ 0.055621] [ 0.56356365 0.68433217 0.38275865 0.46303227 0.32907141 0.41938225 0.42032714 0.52023994 0.5021844 0.41872982] [ 0.00357014] [ 0.34887057 0.50620633 0.5188692 0.63060624 0.42656944 0.60167823 0.43198177 0.40186378 0.52706185 0.5157518 ] [-0.953352] [ 0.45612059 0.63857574 0.38165344 0.52802152 0.43983611 0.30775983 0.41200905 0.41176522 0.48952706 0.41993219] [ 0.34821978] [ 0.85160627 0.61812674 0.63030507 0.26613059 0.37119923 0.33118951 0.65304842 0.73383077 0.62923625 0.33504454] [-0.37454721] [ 0.48383949 0.55983528 0.55001285 0.3910711 0.42989942 0.53546144 0.50994268 0.47195253 0.53536636 0.54707917] [-0.19862688] [ 0.29169963 0.55223365 0.61062205 0.51550827 0.43856656 0.65802827 0.41684809 0.43958036 0.42754402 0.58364829] [ 1.8827712] [ 0.81122255 0.40576294 0.66615609 0.25589472 0.35451344 0.16994074 0.57793414 0.7249105 0.45452464 0.29869295] [ 2.21945296] [ 0.77986643 0.63974216 0.52056799 0.31165386 0.2738534 0.19319863 0.51367138 0.77263237 0.57072378 0.27847209] [ 0.09791083] [ 0.77735483 0.43159865 0.64047212 0.26095218 0.44295164 0.28025275 0.61908653 0.66666223 0.45690081 0.28535208] [ 0.06804224] [ 0.46516258 0.73529161 0.38742089 0.5491551 0.29964467 0.37155756 0.40177374 0.59866508 0.57437642 0.48627367] [-0.72042835] [ 0.40383987 0.62385461 0.51103806 0.63674889 0.49371219 0.54165037 0.4358541 0.52623152 0.60172291 0.45258228] [-0.30090636] [ 0.34546712 0.33041217 0.5471398 0.26368948 0.52062413 0.44832633 0.46664621 0.54129484 0.34740713 0.32456858] [ 0.15736476] [ 0.72452034 0.610576 0.54977161 0.37970652 0.35717281 0.33725809 0.55852137 0.64393896 0.55324118 0.34513318] [-0.4847593] [ 0.47346103 0.62597926 0.4373403 0.51872211 0.50270672 0.61283556 0.4185759 0.5809008 0.42646885 0.58726249] [ 0.59623198] [ 0.73096165 0.66583623 0.51609671 0.33682526 0.27544632 0.37061396 0.50296694 0.53018808 0.54941167 0.44704682] [ 0.51931561] [ 0.57842902 0.57563556 0.56023409 0.47298864 0.28670871 0.41574858 0.40434277 0.59916272 0.55742478 0.47047079] [-0.01635872] [ 0.48651798 0.78413251 0.40671863 0.56894679 0.29306982 0.47621856 0.39149111 0.58963839 0.59044893 0.50499931] [-0.26460825] [ 0.48793373 0.77160903 0.5044293 0.54888745 0.40366886 0.66332565 0.520986 0.53426085 0.67900726 0.64329529] [ 0.14270748] [ 0.80374199 0.60489123 0.65421484 0.22287817 0.43805718 0.40645742 0.66919857 0.66919102 0.56955052 0.42730977] [-0.69407626] [ 0.58024953 0.6822537 0.50829646 0.57069911 0.40615312 0.51625661 0.45128933 0.58625789 0.52665218 0.5910013 ] [-0.38303626] [ 0.44232595 0.34463903 0.61897049 0.36666017 0.54218681 0.65491021 0.4072448 0.56597338 0.38024166 0.47722509] [-0.56910294] [ 0.65741997 0.78720032 0.45433008 0.60543198 0.27572262 0.34492775 0.44084718 0.55194257 0.71095866 0.60561925] [ 1.22716867] [ 0.54187106 0.6844456 0.45256606 0.56159137 0.37456617 0.60342075 0.43027789 0.66154833 0.46700555 0.52216392] [ 0.03573688] [ 0.41703576 0.68331976 0.43504991 0.66251107 0.28327631 0.47956205 0.53280405 0.70086741 0.56503093 0.44792075] [-0.50214513] [ 0.70093025 0.49945071 0.48343995 0.30129183 0.32526354 0.33248976 0.45382589 0.61838539 0.48687754 0.28545193] [-0.36719015] [ 0.40536273 0.6546488 0.46100819 0.49075899 0.49820822 0.62685566 0.42892917 0.57757725 0.42198936 0.58825164] [ 0.07564275] [ 0.18758716 0.49210692 0.50743897 0.64266548 0.45263033 0.63735808 0.38051312 0.32396669 0.51750455 0.58322807] [ 1.20223875] [ 0.70656188 0.47417629 0.5864366 0.33038648 0.29465426 0.31797281 0.50682818 0.67450871 0.39852773 0.2349879 ] [-0.25409469] [ 0.42623993 0.3868721 0.5984478 0.37615496 0.60640818 0.48147703 0.48421017 0.32410495 0.40407353 0.49124463] [ 0.35696646] [ 0.27846548 0.74053889 0.4186615 0.66740727 0.34400832 0.71715769 0.38347026 0.51296645 0.51453746 0.601649 ] [-0.65712964] [ 0.77870522 0.56847345 0.55169188 0.27238366 0.38697157 0.29087108 0.49760663 0.63343659 0.48539611 0.47676907] [-0.38902681] [ 0.40751046 0.37737931 0.57771795 0.30636346 0.64481239 0.69879608 0.39107174 0.57365422 0.3490126 0.56721362] [ 0.26898539] [ 0.75008069 0.63055737 0.52988387 0.45749173 0.41364563 0.39568299 0.4259835 0.70358812 0.61231274 0.35415807] [-0.02472628] [ 0.38942837 0.49280702 0.57144721 0.3610833 0.41431038 0.63502159 0.49419038 0.4087505 0.45015279 0.49552618] [-0.02257754] [ 0.66599891 0.73053561 0.54163152 0.48365553 0.36618386 0.50561712 0.62391581 0.66286043 0.64953404 0.5387993 ] [ 0.15670395] [ 0.53795125 0.72920425 0.34230602 0.55594084 0.36632719 0.74675684 0.42430912 0.61798568 0.49985913 0.64005137] [ 0.41382778] [ 0.28167227 0.53497847 0.48594259 0.56427862 0.40053159 0.62220493 0.41288911 0.54001195 0.49544983 0.48113807] [-0.24530541] [ 0.3067113 0.43147169 0.54117577 0.40228294 0.4962748 0.50924719 0.46084374 0.4845811 0.36842918 0.43398067] [-0.07768444] [ 0.31600891 0.59713897 0.4307532 0.55681955 0.43869443 0.54236002 0.4269317 0.56807474 0.4447435 0.46731114] [-0.61708928] [ 0.61782735 0.44070058 0.53129458 0.29060649 0.38647525 0.2209551 0.4995593 0.65882196 0.48561704 0.26289118] [-0.57500106] [ 0.54426002 0.39006539 0.63921586 0.35204524 0.53142225 0.60578811 0.47602169 0.46672491 0.41713408 0.47792063] [-0.40456579] [ 0.42086738 0.50098057 0.55238025 0.34405231 0.49238653 0.47674132 0.49912283 0.49201832 0.45145474 0.48888598] [-0.20805103] [ 0.68051376 0.56441507 0.59559212 0.50177598 0.39162779 0.38393342 0.48808102 0.60453815 0.54579785 0.38527837] [-0.74958595] [ 0.81937705 0.75542825 0.5696581 0.32630037 0.44540889 0.47571587 0.60832778 0.60922107 0.71336014 0.49241546] [-0.22910303] [ 0.33258418 0.80484247 0.29788897 0.65497994 0.43831792 0.66418365 0.51535085 0.54190861 0.46729657 0.59603316] [-0.25072279] [ 0.52477612 0.3270354 0.63917514 0.34313552 0.43854035 0.55337877 0.40492994 0.49710599 0.30807 0.3857349 ] [ 0.48169304] [ 0.24409127 0.61422873 0.52168499 0.57915095 0.45904021 0.72017592 0.33933662 0.32164209 0.45203425 0.66830993] [-0.90021693] [ 0.58161118 0.76254503 0.35822716 0.63131509 0.29450585 0.40721514 0.39789958 0.4451064 0.53358086 0.52503116] [ 0.2892928] [ 0.27470025 0.3917063 0.60628425 0.52270713 0.56920532 0.59122639 0.37605922 0.32992929 0.4319124 0.57460879] [-0.14235805] [ 0.43610678 0.71397067 0.28814172 0.56287902 0.41441477 0.58622609 0.4160025 0.49418691 0.51736894 0.50299747] [-0.47082817] [ 0.39623821 0.46712241 0.43715593 0.60369698 0.47504189 0.58521605 0.47846189 0.53728336 0.41203173 0.42922781] [ 0.2684726] [ 0.76914148 0.50786801 0.63996364 0.40118368 0.44336951 0.47041368 0.5110265 0.68520011 0.57468284 0.40406553] [ 0.0763018] [ 0.41688021 0.67542453 0.54713805 0.59115057 0.40969838 0.70987041 0.45610978 0.45253771 0.58601369 0.62688531] [ 0.39311522] [ 0.61743301 0.52151196 0.56989343 0.29369061 0.37956275 0.33888152 0.52783091 0.6126326 0.53512672 0.38888825] [-0.53777065] [ 0.60023608 0.44801106 0.63336645 0.35784876 0.44333112 0.49843675 0.41266718 0.60267438 0.52509982 0.43279543] [-0.98982685] [ 0.66853882 0.55225539 0.57995205 0.39773544 0.5545777 0.44073667 0.56532033 0.54973917 0.43195551 0.54319284] [ 0.4042145] [ 0.23643416 0.54348325 0.51644483 0.68261316 0.4150992 0.68412984 0.41426841 0.38426472 0.49215608 0.50231562] [-0.13212382] [ 0.33610998 0.59066611 0.50812063 0.62746701 0.47851632 0.52073145 0.37422078 0.36100921 0.38733894 0.63486312] [-0.58369346] [ 0.77517279 0.55624721 0.58720349 0.2617617 0.4015245 0.52809413 0.61052447 0.64390269 0.51733651 0.40296627] [ 0.07746936] [ 0.38268981 0.55902508 0.52075912 0.61421841 0.47995292 0.55140379 0.53260549 0.57013079 0.54912562 0.48467867] [ 1.01530017] [ 0.56380307 0.49771249 0.4921734 0.34748173 0.35176127 0.25338959 0.52171689 0.59907539 0.58774292 0.25479981] [-0.51223834] [ 0.51148067 0.68475113 0.44183693 0.57343384 0.26855622 0.57606465 0.42133845 0.50786648 0.58148535 0.56207774] [-0.55445515] [ 0.7242341 0.39356436 0.70992973 0.3265004 0.59262348 0.36596837 0.46150496 0.61830761 0.45602086 0.32245063] [ 0.02039982] [ 0.56222275 0.59459683 0.51957395 0.50840991 0.31425474 0.39337233 0.51926039 0.51190519 0.5343106 0.48004367] [-0.1697786] [ 0.43888146 0.74076366 0.36895584 0.64857274 0.33880858 0.63100895 0.32503762 0.68087729 0.64802069 0.59841434] [-0.29026461] [ 0.76436776 0.38231492 0.66531625 0.23274268 0.40866344 0.35382704 0.57453905 0.65934124 0.39560911 0.33796568] [ 0.55752215] [ 0.67211702 0.6455486 0.43387653 0.57994034 0.20526878 0.16538925 0.51437675 0.79462562 0.55681088 0.45257292] [-0.28183781] [ 0.45662606 0.76298036 0.43537689 0.53315032 0.44794651 0.4881561 0.50548099 0.5906893 0.60410384 0.65070071] [-0.95355959] [ 0.84789341 0.56835415 0.53739861 0.29871992 0.23317223 0.32602643 0.48592877 0.6548976 0.51480338 0.30665971] [ 1.02744085] [ 0.79001732 0.51452421 0.64565675 0.27785989 0.3710021 0.2891326 0.61458246 0.67436398 0.54997283 0.32707945] [ 0.6582444] [ 0.22470942 0.70856524 0.35822045 0.6138134 0.47857404 0.72012242 0.44560968 0.50034097 0.57380863 0.56835532] [-0.03205981] [ 0.54845082 0.445435 0.56554561 0.49946914 0.34128607 0.39662244 0.49476596 0.47561777 0.58149708 0.36414751] [-0.46676437] [ 0.37336174 0.60836195 0.45605905 0.60610762 0.30056956 0.58174667 0.53488911 0.65452827 0.52714738 0.37187226] [-0.2257408] [ 0.42397634 0.79849036 0.35433328 0.74259491 0.51316307 0.51380593 0.40737385 0.44957407 0.56280571 0.69796323] [-0.03320071] [ 0.46738796 0.36850052 0.58106454 0.48976224 0.38725116 0.48743979 0.42852331 0.52664883 0.44528107 0.39671516] [ 2.61963439] [ 0.79042251 0.56444344 0.59554821 0.22733949 0.35781464 0.21109294 0.5983262 0.78552726 0.66274694 0.22721428] [ 0.06447241] [ 0.31965264 0.54819162 0.40617495 0.74687192 0.44107348 0.72500902 0.419138 0.42905923 0.46432612 0.54746163] [ 0.55569737] [ 0.57379152 0.68386382 0.37037286 0.54980492 0.26022705 0.36609874 0.5235813 0.55315194 0.68078514 0.35980271] [-0.01104474] [ 0.26014287 0.57201431 0.40756503 0.50196251 0.41375725 0.66811626 0.36367357 0.47322204 0.44706003 0.59628029] [-0.44819342] [ 0.71579178 0.49093744 0.57115689 0.31048561 0.43806068 0.31260069 0.43968427 0.55221694 0.48609855 0.49937249] [ 0.01673665] [ 0.43953011 0.69213498 0.44276928 0.70501006 0.35539822 0.60459525 0.45562143 0.52447096 0.52692992 0.60575267] [ 0.27278785] [ 0.39195083 0.55757663 0.57683358 0.63668047 0.44113008 0.50300662 0.39790332 0.46670744 0.52868289 0.62145404] [-0.51130267] [ 0.34804571 0.65324669 0.4247581 0.48035619 0.37261992 0.60769705 0.52646021 0.52187139 0.54369979 0.54003224] Progress: 31.1% ... Training loss: 0.405 ... Validation loss: 0.657[ 1.35366344] [ 0.69135713 0.56529973 0.47094925 0.5214344 0.25005459 0.22198786 0.50970021 0.61874931 0.61259299 0.20637122] [ 0.94927474] [ 0.63732621 0.71729267 0.5844694 0.46332483 0.39046588 0.55759735 0.48397624 0.61421899 0.67441914 0.5708921 ] [-0.21975892] [ 0.35541884 0.62156699 0.34762958 0.46455494 0.44843183 0.66385463 0.41214603 0.56524475 0.57786718 0.48901644] [-0.16174073] [ 0.36925906 0.35197173 0.57204752 0.49533184 0.55728095 0.49819544 0.47254064 0.33875993 0.32970251 0.67238139] [ 0.59441439] [ 0.61995341 0.5555117 0.50791045 0.57428147 0.30770077 0.32585852 0.49999054 0.50931274 0.53906407 0.34541845] [-0.15846362] [ 0.48031857 0.298325 0.70239956 0.29689604 0.51593201 0.54575394 0.46011874 0.55484544 0.30129057 0.42883636] [-0.09875225] [ 0.55463949 0.43246905 0.55441841 0.64354472 0.45422109 0.50769162 0.51944081 0.52545657 0.52456954 0.38121708] [-0.68072923] [ 0.6715415 0.47527981 0.59301785 0.43580008 0.53808788 0.31079312 0.49293844 0.62508402 0.49615259 0.28626945] [ 0.01287251] [ 0.43158333 0.68253606 0.53419475 0.41543438 0.40925327 0.61383925 0.46578926 0.38014849 0.6245788 0.64133423] [-0.72937996] [ 0.56577997 0.61811509 0.4852846 0.64214344 0.35970884 0.48621342 0.43865321 0.42678903 0.57578274 0.4183773 ] [ 0.58492098] [ 0.52172002 0.42629682 0.68496317 0.42279369 0.38438885 0.48605986 0.40236767 0.52598719 0.53561931 0.39926151] [-0.56471618] [ 0.41246522 0.46954469 0.52649901 0.47154553 0.55595239 0.59574775 0.56384297 0.46680448 0.45834954 0.44025154] [ 0.03767433] [ 0.39663187 0.6954068 0.46978724 0.60414642 0.3499864 0.55650348 0.36439611 0.56266529 0.65673018 0.55097712] [-0.22919508] [ 0.49681696 0.40290802 0.54182069 0.34955897 0.46919535 0.5398663 0.42125181 0.44715637 0.33262511 0.42676991] [-0.58112746] [ 0.33309622 0.62667617 0.47308525 0.56400824 0.34907606 0.65011471 0.48807866 0.59792878 0.55875682 0.51327286] [-0.34930625] [ 0.34430745 0.54800769 0.44002166 0.43450216 0.50856924 0.69032815 0.44196847 0.47400756 0.4997079 0.46112231] [-0.38517253] [ 0.31018202 0.63424395 0.43742075 0.62555546 0.2757502 0.57168789 0.46467517 0.53417195 0.52039637 0.47054831] [-0.63435915] [ 0.5367469 0.72203446 0.39771428 0.65433151 0.48179368 0.50877204 0.46157388 0.4547814 0.46523848 0.54321543] [-0.16140835] [ 0.32112949 0.23721086 0.6490404 0.41107277 0.58930845 0.5909668 0.35392342 0.31745366 0.26854237 0.4133715 ] [-0.17043015] [ 0.66185374 0.76604472 0.5112335 0.47953666 0.42423798 0.49264226 0.47199939 0.62150851 0.66357854 0.49607391] [-0.13629919] [ 0.46217825 0.52425484 0.58686859 0.3671471 0.45897213 0.52812818 0.4530806 0.65003982 0.48949287 0.55635262] [-0.58720173] [ 0.6801324 0.57925035 0.56599389 0.45419896 0.48358681 0.45011388 0.52326336 0.58980878 0.52288169 0.41110282] [-0.54384802] [ 0.72085013 0.66625733 0.45847958 0.54412886 0.27719494 0.31052457 0.43443141 0.57087668 0.55167071 0.58796452] [ 0.03559294] [ 0.43855939 0.4751678 0.50211832 0.52209389 0.33896903 0.63470864 0.38917101 0.51254185 0.41516686 0.43868091] [-0.83414833] [ 0.66320538 0.55253829 0.55961402 0.41739227 0.32783458 0.45373475 0.50956667 0.75097951 0.55784101 0.39831991] [-0.17966422] [ 0.50267639 0.29835139 0.6381961 0.43055584 0.53565877 0.64840504 0.52892641 0.55598471 0.26829051 0.51924373] [-0.15500704] [ 0.48969647 0.70779947 0.46209115 0.59313888 0.31513977 0.51830527 0.39560739 0.49694512 0.58239898 0.5304509 ] [-0.41314671] [ 0.56222199 0.6373597 0.48950102 0.57862493 0.48471849 0.37566625 0.44508205 0.6210513 0.58817667 0.35922249] [-0.75344102] [ 0.61505571 0.63550871 0.40440777 0.46867721 0.4879317 0.65619232 0.47074656 0.61804848 0.48092706 0.59211905] [ 1.61183367] [ 0.42391328 0.55964806 0.52291278 0.57165284 0.32594763 0.49389086 0.46360809 0.58923331 0.57423506 0.36157039] [ 0.15467522] [ 0.21395831 0.53648447 0.58555897 0.6182505 0.44958659 0.65659952 0.38843981 0.32069385 0.57936214 0.54673067] [ 0.15637986] [ 0.35197017 0.66181332 0.34117504 0.40565456 0.39345188 0.70308823 0.36129525 0.43214782 0.42784051 0.61816268] [-0.48844322] [ 0.49764853 0.77724694 0.35850147 0.5691523 0.39415146 0.54863612 0.36493676 0.49931414 0.51909574 0.65316182] [ 0.14518032] [ 0.64675646 0.62628881 0.60784523 0.43949107 0.48426452 0.50143512 0.63839868 0.56862614 0.55019214 0.50274413] [-0.05952799] [ 0.56038319 0.6604833 0.47472026 0.56193606 0.28952749 0.3060671 0.42247097 0.43904902 0.68949131 0.34708967] [-0.40036934] [ 0.72223213 0.70090439 0.43719589 0.48726596 0.39307709 0.55321169 0.40377651 0.70195401 0.55743943 0.4515902 ] [-0.61631022] [ 0.69513765 0.67616824 0.51325691 0.44747283 0.38469564 0.30071057 0.44210012 0.58799936 0.64416366 0.4950643 ] [-0.38139987] [ 0.5851199 0.70317657 0.47253062 0.56757196 0.28469192 0.50928697 0.40186891 0.45304077 0.54344773 0.55343697] [ 0.52807938] [ 0.64971217 0.55620486 0.56426422 0.48944873 0.45835128 0.48261127 0.44976077 0.53574042 0.6075747 0.40491362] [-0.01349297] [ 0.41355692 0.69506338 0.48096681 0.64992897 0.36625699 0.53556883 0.36929144 0.59709169 0.55079569 0.60993316] [-0.46264415] [ 0.3832013 0.7867589 0.34690997 0.72531082 0.42677127 0.52077263 0.37177953 0.49931007 0.58290708 0.56133149] [-0.21245335] [ 0.69246627 0.58781209 0.53415049 0.35679948 0.3303208 0.32531619 0.48905134 0.57367833 0.50276684 0.47068472] [ 1.3065971] [ 0.8389025 0.55789284 0.67458006 0.23940563 0.35149025 0.25606747 0.67301987 0.80823494 0.56530738 0.25144501] [-1.04347093] [ 0.72060432 0.52360965 0.51575918 0.39337957 0.43415013 0.49439386 0.49422868 0.6944692 0.43923902 0.43858204] [ 0.39514737] [ 0.69692857 0.81826234 0.49609918 0.40506074 0.33037277 0.52288765 0.57036416 0.643265 0.65887977 0.55734561] [-0.53163968] [ 0.42916705 0.42551596 0.47320097 0.42507067 0.46655998 0.7607899 0.41829378 0.66530487 0.3840354 0.44143708] [-0.48427533] [ 0.36716675 0.69706851 0.37037889 0.62719219 0.43106317 0.41541812 0.40553021 0.45069095 0.60195229 0.5427526 ] [-0.60387076] [ 0.43915827 0.75321331 0.3264908 0.64401312 0.40141174 0.42566606 0.27787888 0.55377071 0.51636168 0.65555048] [ 1.02589239] [ 0.67551362 0.68474254 0.51747045 0.37717812 0.3524924 0.45479125 0.5565848 0.68296318 0.62644789 0.41108225] [ 0.51999567] [ 0.67011868 0.59410042 0.57338343 0.51450765 0.4182358 0.41451696 0.42482884 0.58982292 0.57314932 0.40366716] [ 0.20822628] [ 0.65524316 0.53995951 0.61300271 0.38600819 0.46280955 0.40814064 0.55692925 0.62780084 0.54100817 0.4095951 ] [-0.99038513] [ 0.50749599 0.66475215 0.41285761 0.45753595 0.42291024 0.44059126 0.35648738 0.58482943 0.50594697 0.51962624] [-0.18708434] [ 0.36702864 0.63350845 0.43009776 0.66315733 0.53332798 0.63356634 0.30384304 0.5521309 0.42450713 0.54109325] [-0.03507141] [ 0.82315886 0.49127599 0.58997662 0.20333848 0.30171891 0.1442834 0.53033988 0.74460706 0.55567936 0.21417439] [ 0.69926542] [ 0.80615216 0.44424499 0.58792596 0.31143907 0.35465793 0.17979673 0.47414782 0.67011276 0.46408839 0.29822227] [-0.48737885] [ 0.71685988 0.55158733 0.5492546 0.49084416 0.36203973 0.60347222 0.47350971 0.73775758 0.55938369 0.51736468] [ 0.04818521] [ 0.72579471 0.51142018 0.63145036 0.35580765 0.45921114 0.42695999 0.43308277 0.64161931 0.52985253 0.3968318 ] [ 1.26672206] [ 0.71500659 0.4389016 0.60623376 0.40881729 0.27960578 0.25688243 0.4526698 0.7025445 0.52866436 0.29038225] [ 0.59068508] [ 0.17154511 0.61516162 0.50974097 0.6486073 0.4529314 0.75937136 0.33721618 0.28124149 0.51612379 0.68792434] [-0.32582558] [ 0.5267956 0.69480378 0.39001889 0.64531123 0.29971304 0.4379034 0.37843952 0.51793986 0.55196135 0.63322362] [ 0.08569679] [ 0.30837292 0.59985125 0.51033345 0.55994929 0.48661307 0.56092953 0.45365959 0.35258069 0.51957973 0.43176857] [-0.22612453] [ 0.52417761 0.64692751 0.49654644 0.44940074 0.41015066 0.44305263 0.39423533 0.56012854 0.59483387 0.49911911] [-0.04376113] [ 0.36816066 0.62030653 0.36048678 0.60320715 0.47445302 0.63450906 0.42420181 0.60199707 0.61933922 0.40825224] [-0.4505098] [ 0.41633081 0.76406066 0.33011476 0.63932839 0.38536928 0.51540665 0.30913943 0.48243651 0.50476914 0.59251485] [-0.03751073] [ 0.46160131 0.7190582 0.52679315 0.57443772 0.35147023 0.51978527 0.47234715 0.59924133 0.61934654 0.48040836] [-0.35931181] [ 0.4513759 0.60077864 0.4387843 0.59440021 0.374867 0.65922836 0.44133449 0.41933179 0.57132402 0.5309928 ] [ 1.12264849] [ 0.50530651 0.46023025 0.52138015 0.41331491 0.46037618 0.61579353 0.44616452 0.71588439 0.5313804 0.39019586] [ 0.04343355] [ 0.47019261 0.51762228 0.46575972 0.60283155 0.39279266 0.66190418 0.46252525 0.61004638 0.41079576 0.48817568] [-0.05339877] [ 0.21751748 0.64193393 0.46298993 0.61526424 0.46108453 0.59359628 0.4143087 0.42086297 0.55775093 0.55595067] [ 0.31263154] [ 0.74011851 0.64783532 0.57636399 0.28965156 0.45550364 0.51595673 0.54982731 0.62911845 0.59459189 0.48491455] [-0.39218445] [ 0.7662594 0.58438899 0.53383557 0.36392286 0.31796303 0.35399122 0.48929208 0.55423526 0.50369156 0.4997617 ] [ 0.61341341] [ 0.46989466 0.57572998 0.41137078 0.30749516 0.3225591 0.45001026 0.47767975 0.57476274 0.55552264 0.39177124] [-0.09206322] [ 0.70385831 0.42669283 0.619433 0.38489365 0.48645007 0.36174758 0.4829056 0.64315423 0.44051121 0.4784418 ] [-0.34080432] [ 0.5145955 0.68878371 0.43389264 0.40099673 0.40550504 0.52119673 0.53967271 0.62889037 0.54671798 0.54771688] [-0.15235091] [ 0.41911424 0.49586049 0.36361884 0.50857138 0.40259171 0.74520986 0.37261723 0.64527718 0.50784636 0.4482916 ] [-0.40604961] [ 0.58761726 0.66070422 0.48098105 0.51119562 0.321546 0.51585847 0.37589452 0.62516178 0.56128349 0.50872533] [-0.73686314] [ 0.5991843 0.50593488 0.46651467 0.44747718 0.28140849 0.52472684 0.51155168 0.70501655 0.46203932 0.31167127] [-0.17934662] [ 0.32620964 0.32912402 0.60058483 0.43133634 0.62544402 0.71545878 0.51029161 0.54588235 0.41960614 0.62578946] [-1.0342984] [ 0.74905264 0.48963124 0.51428053 0.41133192 0.33386364 0.32704944 0.42676221 0.56298456 0.58475135 0.27101155] [ 0.45231604] [ 0.58869474 0.78508225 0.48554684 0.33823195 0.37586342 0.40774376 0.52266999 0.61632845 0.66324785 0.59788633] [-0.06908533] [ 0.36784157 0.70412519 0.36276683 0.59464949 0.43568106 0.64794912 0.42586923 0.3857555 0.54151067 0.64944089] [ 0.52007201] [ 0.3697336 0.57275148 0.58824431 0.46947327 0.40703267 0.59061245 0.41981787 0.48949941 0.43586389 0.50633007] [ 0.87863033] [ 0.43492084 0.7225496 0.37927881 0.58683382 0.27908443 0.39355399 0.39807932 0.71935136 0.56329754 0.46021863] [ 0.09523104] [ 0.32882662 0.53337589 0.51334662 0.47779565 0.50924435 0.72247287 0.36710519 0.54332563 0.47967897 0.5844229 ] [ 0.4612657] [ 0.202755 0.3904977 0.68126976 0.52773235 0.58239863 0.79089361 0.39278711 0.25582803 0.35391346 0.6320607 ] [ 0.28579611] [ 0.54337536 0.34499101 0.65726785 0.35524414 0.55135867 0.55995097 0.37162439 0.56061901 0.4368249 0.39596991] [-0.49103586] [ 0.47233547 0.62600273 0.43729298 0.51907633 0.50321146 0.61523282 0.41837754 0.57886365 0.42633187 0.58849647] [-0.21837518] [ 0.61255849 0.57581032 0.53335317 0.54629533 0.47185412 0.52008458 0.56025602 0.53060886 0.47839546 0.51894409] [-0.54190512] [ 0.46313309 0.76592865 0.37802441 0.55375406 0.3353749 0.45666938 0.32554109 0.52863569 0.51801613 0.56437274] [-0.93633733] [ 0.54828757 0.47221548 0.52503431 0.50845698 0.42254371 0.36405993 0.47754731 0.50615225 0.47205465 0.5265262 ] [ 0.22362691] [ 0.30530148 0.52134809 0.51124584 0.48884252 0.47933558 0.69114749 0.37495277 0.37579487 0.37217545 0.68381991] [ 0.16552191] [ 0.32638264 0.67493437 0.4192465 0.50181579 0.40253969 0.47413884 0.42184208 0.62783758 0.63900264 0.48997268] [ 0.70306384] [ 0.2833699 0.65615475 0.41493872 0.55857121 0.42119167 0.54948027 0.33970894 0.51487977 0.40943175 0.5908964 ] [ 0.67701395] [ 0.14619453 0.61242564 0.54626767 0.72093905 0.47099709 0.83202728 0.34465514 0.2864612 0.49497388 0.70262747] [ 0.17375422] [ 0.59188796 0.50614255 0.5721231 0.30388278 0.40875242 0.41130432 0.57905295 0.65063156 0.49616785 0.32996657] [-0.44834535] [ 0.50317455 0.49871279 0.4894887 0.57770982 0.50319023 0.53375474 0.43923087 0.5237502 0.40650862 0.46036811] [ 0.23071028] [ 0.16854178 0.50326276 0.51320144 0.68263939 0.53304108 0.76102502 0.42285365 0.3681389 0.44213524 0.52261178] [-0.0268137] [ 0.38297002 0.59298833 0.51240509 0.51573021 0.46742828 0.62139174 0.56926956 0.55346471 0.45803971 0.60774683] [ 0.43056259] [ 0.53580756 0.4886518 0.4883871 0.5037267 0.36628729 0.44403554 0.54165438 0.66336329 0.48571515 0.28940366] [ 0.04911818] [ 0.5381376 0.60111631 0.50414623 0.55208777 0.29310687 0.54294882 0.37393486 0.41723151 0.49454973 0.52854818] [-0.3538446] [ 0.4879225 0.52589398 0.58965349 0.39420198 0.47974847 0.54003711 0.49853588 0.60589062 0.47375786 0.42389122] [-0.15185231] [ 0.34938799 0.57574155 0.52324414 0.61592677 0.45060179 0.64365614 0.42454012 0.43788075 0.49689124 0.53245163] [ 0.1863905] [ 0.42561674 0.79272947 0.32396078 0.53695034 0.32340999 0.67617198 0.46256368 0.62401524 0.54102077 0.57230646] [-0.39072414] [ 0.70879976 0.42654383 0.62234872 0.33333706 0.46531905 0.3652619 0.61806761 0.62757716 0.41552962 0.36827991] [-0.6271609] [ 0.60144879 0.5192268 0.59201763 0.36733905 0.45411775 0.42778278 0.55216778 0.66751842 0.41716597 0.37322249] [-0.23879653] [ 0.42622139 0.60593202 0.5091945 0.54083939 0.50062574 0.53582532 0.51273469 0.48255596 0.58170907 0.52928868] [ 0.25756302] [ 0.71084676 0.72585968 0.56804379 0.48728655 0.38369569 0.50429262 0.5036343 0.69213217 0.68708286 0.46968341] [-0.73367796] [ 0.74817281 0.51262257 0.56943272 0.27146893 0.39565076 0.37789389 0.47166403 0.58534265 0.52372249 0.42587745] [ 0.05264736] [ 0.66303786 0.50098287 0.57827195 0.43043983 0.27925798 0.35745078 0.47187971 0.49859901 0.52025327 0.36275882] [ 0.22420653] [ 0.23371672 0.53020283 0.45846306 0.65973277 0.53628467 0.77057417 0.49850352 0.40888248 0.46501598 0.6036305 ] [ 0.4558536] [ 0.36322931 0.40392725 0.56732531 0.47138801 0.53544344 0.35726008 0.42664195 0.50239312 0.34490207 0.63974628] [-0.76023042] [ 0.64183915 0.49917279 0.59465506 0.39922292 0.48092374 0.48589961 0.4847054 0.52146521 0.36052814 0.45350002] [ 0.40072149] [ 0.24852545 0.56134086 0.44106599 0.61710048 0.4344776 0.67351686 0.45999901 0.47239367 0.47680481 0.51981333] [-0.8943123] [ 0.5010264 0.64032536 0.54365939 0.57231107 0.43944399 0.56519328 0.44528611 0.59329076 0.61572874 0.48667039] [-0.40434652] [ 0.59194805 0.64881746 0.34279986 0.35845231 0.35119107 0.36300808 0.44079236 0.54481918 0.54575716 0.37012667] [-0.01718778] [ 0.58356573 0.5047925 0.46242516 0.41944333 0.42721523 0.48303148 0.40407184 0.4775866 0.41253317 0.44064165] [-0.043574] [ 0.41787722 0.78079763 0.40120133 0.77713747 0.50378496 0.57324152 0.35117643 0.47347686 0.48852953 0.74537322] [-0.07692365] [ 0.68695694 0.58456005 0.51952685 0.39590117 0.32548345 0.25076975 0.5215345 0.65374169 0.57074711 0.34223307] [ 0.03429982] [ 0.37863213 0.71776377 0.47386973 0.68940018 0.43288233 0.72000975 0.37744367 0.56931179 0.57063871 0.64849452] [-0.85245007] [ 0.63957031 0.68035645 0.50064803 0.35813857 0.41980101 0.33050569 0.46346601 0.60376308 0.55432752 0.47596087] [ 0.51906824] [ 0.67029001 0.39136982 0.64119337 0.25257333 0.45756334 0.33631714 0.57970507 0.62290136 0.41667588 0.28030614] [ 0.48399205] [ 0.51654655 0.5658642 0.56390754 0.40266738 0.48124496 0.5278171 0.46819497 0.55605608 0.3913628 0.56203794] [-0.21868812] [ 0.35296421 0.4652553 0.57430976 0.4246027 0.62756157 0.55170056 0.41580232 0.45069099 0.42950767 0.54496937] [ 0.68943811] [ 0.36649722 0.56877056 0.56603067 0.55562164 0.46129835 0.59519889 0.35904376 0.47631654 0.54673902 0.52594625] [ 0.05813077] [ 0.25811742 0.5279918 0.53018884 0.62023879 0.49570359 0.59816211 0.381634 0.44472286 0.6040222 0.56054908] [ 1.46895098] [ 0.5951902 0.62689081 0.51645798 0.47213322 0.28776388 0.50732711 0.52363773 0.80663833 0.50841051 0.36687952] [-0.60398556] [ 0.5615036 0.70214541 0.43601014 0.64304538 0.24962918 0.44567745 0.35810805 0.47763826 0.55649017 0.46360761] [ 0.58280425] [ 0.72365967 0.50109723 0.54681266 0.30831123 0.34789126 0.17090543 0.48079398 0.60066782 0.46898987 0.33700752] Progress: 31.4% ... Training loss: 0.403 ... Validation loss: 0.663[ 0.55676568] [ 0.5854226 0.36068333 0.67017547 0.27639893 0.47772003 0.51071894 0.46536361 0.53768959 0.36673713 0.46647829] [-1.0176085] [ 0.68293825 0.72809153 0.57527915 0.43266314 0.38552436 0.49256943 0.57033867 0.66008568 0.56912404 0.51643305] [ 0.25533646] [ 0.22708586 0.47395446 0.62427615 0.52166256 0.48106874 0.74332823 0.41310733 0.33916864 0.47880455 0.62536841] [-0.09743261] [ 0.39898276 0.69871044 0.41123703 0.64733998 0.29248325 0.71921405 0.35322719 0.43794697 0.61118483 0.64932579] [ 0.3453545] [ 0.60212535 0.5670658 0.5667376 0.50474401 0.30425584 0.28366943 0.44688559 0.61289393 0.56484571 0.34899618] [-0.01637388] [ 0.49343997 0.5199828 0.5021693 0.33736978 0.41055906 0.53707534 0.43420474 0.57026831 0.52822494 0.39625033] [-0.22285591] [ 0.49734017 0.7137804 0.55723212 0.43305672 0.5051172 0.61177939 0.48058691 0.61878086 0.56084279 0.65237429] [ 0.03569553] [ 0.54921376 0.57616485 0.51862768 0.5358085 0.44457798 0.5495976 0.53076234 0.54712511 0.50977631 0.47891948] [-0.36936298] [ 0.6046204 0.55643255 0.54903462 0.52395644 0.49748274 0.40362848 0.44385455 0.61099705 0.61585676 0.32756027] [-0.04144285] [ 0.30141592 0.47876511 0.52663451 0.51818607 0.54655305 0.67498547 0.43388772 0.37787692 0.47945368 0.48769858] [-0.18153736] [ 0.49397684 0.35638554 0.65479267 0.4052163 0.4278891 0.57414322 0.41380664 0.4728027 0.4418605 0.40514849] [-0.40733855] [ 0.82190325 0.48190714 0.5905767 0.36061874 0.4649106 0.31461505 0.56578057 0.63274868 0.43933986 0.36720346] [-0.47391577] [ 0.45530525 0.61554965 0.43766866 0.48890401 0.39364345 0.52950043 0.3994238 0.431812 0.4781408 0.53054298] [ 0.42344717] [ 0.28690861 0.57118844 0.52624161 0.46128152 0.67308169 0.70466515 0.35671491 0.29407601 0.37802074 0.7014008 ] [-1.12514995] [ 0.63672262 0.55185521 0.52414223 0.51652479 0.27309438 0.43513833 0.4161021 0.50494778 0.47655956 0.3967016 ] [ 0.07160577] [ 0.58202372 0.54581734 0.49552279 0.33915121 0.48140588 0.39855546 0.54260722 0.61338998 0.44495058 0.41143132] [-0.13498692] [ 0.35388565 0.67983389 0.45468929 0.66434138 0.38450897 0.63273023 0.39817374 0.53376391 0.41422898 0.64201018] [ 0.31273984] [ 0.42757139 0.59709137 0.47435224 0.41266355 0.51491427 0.39437752 0.50923646 0.53695679 0.6073752 0.52851505] [-0.33919966] [ 0.3080715 0.40534933 0.46930916 0.63281444 0.44790753 0.67517624 0.4185381 0.51078284 0.32451575 0.32290389] [-0.07150652] [ 0.63999028 0.67076481 0.56060761 0.5869262 0.45757958 0.47456732 0.4037689 0.67081955 0.62559912 0.62894225] [-0.17816807] [ 0.5932559 0.5810077 0.49415621 0.55562787 0.30227271 0.41282562 0.47214806 0.48530073 0.63289243 0.41985273] [-0.5391041] [ 0.77831419 0.49868837 0.5723991 0.29949433 0.29174846 0.4729837 0.47380744 0.56380006 0.43353584 0.42136686] [ 0.22857924] [ 0.33545586 0.53783923 0.59686924 0.4962907 0.35735788 0.67961054 0.38771642 0.39525168 0.43238344 0.55099499] [-0.42480838] [ 0.3770532 0.32719392 0.64244841 0.4989935 0.53369817 0.45196023 0.45766655 0.43010009 0.2914681 0.60045 ] [-0.2951496] [ 0.79430915 0.67959907 0.49251519 0.31112529 0.2891856 0.2866367 0.4858995 0.71071622 0.5528101 0.43037834] [-0.26049347] [ 0.36393891 0.65864624 0.46702289 0.60497986 0.4646476 0.518351 0.42101024 0.58486748 0.6438123 0.4823777 ] [ 1.15095647] [ 0.81521587 0.67952146 0.6177881 0.16620202 0.4353764 0.31326348 0.52183986 0.77213825 0.62684333 0.38308726] [-0.05521067] [ 0.4308771 0.65977009 0.49253884 0.60372839 0.3360323 0.46235685 0.43184227 0.59846026 0.60703593 0.4933938 ] [ 1.21570538] [ 0.61929293 0.61502337 0.50159055 0.48698642 0.24189066 0.46909679 0.40636009 0.45666943 0.49181871 0.45992122] [-0.63491993] [ 0.45999586 0.77974645 0.46701243 0.60131178 0.38510781 0.59952339 0.39354081 0.59143019 0.67599311 0.59433973] [ 0.5178989] [ 0.41422238 0.44720793 0.61937097 0.41696285 0.44082476 0.56348199 0.50860703 0.50950626 0.47328907 0.43840668] [-0.34313761] [ 0.39832231 0.69664968 0.52902052 0.6047114 0.48150241 0.63013055 0.42903773 0.4595118 0.54962037 0.54040511] [ 0.10515687] [ 0.29348502 0.67342836 0.39811093 0.66355559 0.40600961 0.66345742 0.39857154 0.5946179 0.58621599 0.58825302] [-0.63351546] [ 0.4228144 0.66603233 0.43641531 0.58257772 0.39271207 0.48768775 0.37545345 0.43935264 0.60881086 0.48444266] [ 1.01160655] [ 0.80711865 0.56757769 0.59511744 0.29121087 0.33866156 0.25351589 0.52258125 0.59911619 0.56179342 0.38896697] [-0.09648323] [ 0.22169248 0.50524609 0.56030169 0.56534993 0.439137 0.64699178 0.4270267 0.3968173 0.45154229 0.51726654] [-0.39073123] [ 0.60793716 0.66176788 0.43517721 0.56391357 0.39712112 0.66158707 0.47660869 0.66977888 0.60777389 0.43723835] [-0.07888285] [ 0.76120064 0.71972552 0.48919936 0.48659194 0.2633437 0.28271865 0.39975506 0.54585656 0.67755837 0.35391378] [-0.18111149] [ 0.46726061 0.53621936 0.5256911 0.51207475 0.46537799 0.75953191 0.45762587 0.52402634 0.45484418 0.63288212] [ 2.07395147] [ 0.82697019 0.66858621 0.57938566 0.38208185 0.28959914 0.36733448 0.57965081 0.83123189 0.61359366 0.31450065] [ 0.22959818] [ 0.18472151 0.43994747 0.55474594 0.41483798 0.59587282 0.73292438 0.43496314 0.33734954 0.50623218 0.63260132] [ 1.10134855] [ 0.71520302 0.34350288 0.63310868 0.24948064 0.49511935 0.33386642 0.56940783 0.59875171 0.39870289 0.2899144 ] [ 1.21570538] [ 0.61929293 0.61502337 0.50159055 0.48698642 0.24189066 0.46909679 0.40636009 0.45666943 0.49181871 0.45992122] [ 0.09106691] [ 0.3873804 0.47443275 0.50029048 0.59765885 0.36504948 0.36893176 0.40645819 0.54132303 0.4407334 0.39729219] [ 0.69110425] [ 0.52997521 0.66842173 0.44278349 0.49908374 0.28195923 0.35690041 0.43730491 0.57180255 0.58880453 0.43660265] [-0.94180028] [ 0.53499094 0.5203461 0.55749146 0.3974713 0.41668587 0.3989635 0.58837104 0.6696576 0.48971428 0.30978894] [ 1.37110463] [ 0.26030918 0.58106532 0.35815883 0.52095364 0.45692853 0.42474975 0.42610755 0.49372709 0.52802614 0.41459025] [ 0.31484046] [ 0.55064311 0.58705228 0.42341337 0.49433162 0.31452784 0.52966539 0.39724126 0.44831658 0.464693 0.50185533] [-0.6458857] [ 0.6864546 0.57106725 0.53882096 0.41559083 0.45647779 0.29314194 0.39401974 0.52859049 0.56304307 0.3370362 ] [ 0.29735484] [ 0.42035089 0.6192575 0.40317549 0.71190417 0.25149149 0.48927937 0.32013229 0.35711832 0.52387719 0.41089073] [-0.83796196] [ 0.59180705 0.61190121 0.49374685 0.5097914 0.54412459 0.45978345 0.38279107 0.53353077 0.50404205 0.44761681] [-0.76297686] [ 0.5732842 0.69501802 0.45445206 0.49495437 0.32061843 0.41391725 0.43067906 0.55327647 0.62270624 0.4817477 ] [-0.9389895] [ 0.620502 0.64984198 0.48634512 0.43495736 0.33010597 0.2988999 0.5405087 0.62912335 0.67040199 0.33348362] [-0.20851769] [ 0.44280456 0.74737219 0.4291019 0.60045265 0.51082977 0.76595104 0.45312981 0.58604352 0.61845693 0.63653151] [-0.23633861] [ 0.29677744 0.55597261 0.48863432 0.47147032 0.40154831 0.57672982 0.4218227 0.41296933 0.42702797 0.54879465] [ 0.13423666] [ 0.46705134 0.48726049 0.48148517 0.43408034 0.37553017 0.29889171 0.53413425 0.56651887 0.52864209 0.31891331] [-0.20456418] [ 0.47379087 0.24796294 0.66065441 0.39342699 0.51153828 0.33095111 0.46725337 0.45520908 0.35816118 0.48560119] [ 0.13847156] [ 0.31331912 0.74558919 0.31057753 0.67450968 0.28713393 0.49028811 0.40559343 0.53382056 0.61946352 0.54618598] [-0.35590952] [ 0.4311483 0.60587379 0.53520202 0.49281422 0.49739252 0.52768839 0.34443867 0.46494181 0.44311339 0.65630855] [ 1.06445542] [ 0.66841667 0.53158507 0.56045029 0.28269997 0.29396915 0.34146639 0.5975571 0.78921364 0.53527027 0.28872263] [-0.44099357] [ 0.53127776 0.68763463 0.47910138 0.5624567 0.30226289 0.57332644 0.47452626 0.729306 0.62408537 0.49210363] [ 0.20080407] [ 0.56675623 0.4763769 0.59218627 0.30374115 0.44223369 0.50344116 0.4914524 0.74704739 0.47669714 0.39410805] [ 0.31071723] [ 0.58478829 0.59603623 0.62511051 0.36142746 0.55927049 0.4606493 0.43737891 0.55772437 0.47661221 0.60907108] [ 0.5194932] [ 0.60476396 0.59961255 0.50524807 0.56138374 0.29835844 0.39680329 0.47813394 0.49334986 0.5478959 0.48055309] [-0.01002487] [ 0.31508774 0.63843935 0.42566232 0.65823882 0.42761039 0.71089877 0.42322335 0.55645487 0.60769114 0.46592213] [ 0.66011969] [ 0.19706842 0.5120922 0.56520863 0.55094348 0.56355002 0.78278374 0.29068425 0.30137916 0.34810709 0.71070059] [-0.80575833] [ 0.82046741 0.63408056 0.55941566 0.22003745 0.30135931 0.32292109 0.58142825 0.63871354 0.56799676 0.37562489] [ 0.54679034] [ 0.78880994 0.64551458 0.54810765 0.32505172 0.32796883 0.29096882 0.60572117 0.63516902 0.6243924 0.40669676] [-0.8177078] [ 0.40776354 0.68370211 0.35316943 0.53114901 0.42194241 0.36497293 0.42782106 0.42812861 0.52729309 0.4562026 ] [ 0.16572735] [ 0.34450659 0.6080253 0.46909421 0.64427197 0.34460231 0.68507216 0.34000059 0.57046698 0.53890051 0.54269858] [ 0.59293221] [ 0.81938131 0.58733279 0.62176514 0.28801367 0.38553518 0.27749958 0.56628668 0.62695588 0.5966099 0.287858 ] [-0.48691294] [ 0.30322453 0.24123359 0.65333449 0.53203824 0.39365545 0.44079379 0.43474773 0.53025066 0.36635046 0.24667091] [-0.02807985] [ 0.36045881 0.49162505 0.40779006 0.55334821 0.37524316 0.58878038 0.3911915 0.54065672 0.41033493 0.43671939] [ 1.75876935] [ 0.69572772 0.73116074 0.39858108 0.55197031 0.24935489 0.21793395 0.48181437 0.62585437 0.67188293 0.38201709] [-1.09030045] [ 0.64146714 0.64897993 0.53834368 0.63629112 0.43459583 0.38712833 0.4842745 0.67338487 0.52081495 0.60721991] [ 0.1706524] [ 0.48640355 0.72947559 0.45926482 0.66266288 0.45167308 0.5769343 0.39382414 0.61518821 0.59342611 0.60439099] [-0.60302925] [ 0.40676529 0.60236272 0.47113793 0.51392164 0.3318253 0.58713419 0.37651863 0.51939515 0.51064743 0.52031235] [ 0.42418212] [ 0.20593607 0.45393101 0.50699106 0.68098106 0.4651234 0.79919937 0.41363649 0.44713244 0.395695 0.58586592] [ 0.10407334] [ 0.45624369 0.34452687 0.6120643 0.37377929 0.55050559 0.56190494 0.46799757 0.56894238 0.5076712 0.39225745] [-0.5816014] [ 0.50264766 0.63954339 0.52607288 0.67672998 0.47332219 0.57990745 0.4019931 0.51424355 0.60521711 0.47766362] [-0.07468616] [ 0.37887224 0.55525792 0.48370472 0.58181229 0.43181438 0.80286725 0.31067185 0.60062649 0.45689873 0.59854076] [-0.19168643] [ 0.39067804 0.39893864 0.52010773 0.34630989 0.52583819 0.61065576 0.40301129 0.38878114 0.39346459 0.49639281] [-0.70026687] [ 0.54310147 0.69590005 0.48750524 0.51931537 0.36535146 0.56650302 0.38318856 0.57967338 0.55716965 0.56252645] [-0.21320044] [ 0.47854457 0.58810786 0.49504631 0.40604395 0.44611612 0.6574714 0.38625637 0.74001193 0.52300417 0.54074378] [-0.64684946] [ 0.50857711 0.56035272 0.55288109 0.56426337 0.31328871 0.54012994 0.42624157 0.45851279 0.45352754 0.4879483 ] [-0.7867366] [ 0.51080986 0.61777095 0.42477426 0.54379107 0.39436546 0.38889207 0.33884836 0.55978137 0.39230865 0.58849399] [ 0.43851427] [ 0.5677454 0.78782194 0.4029795 0.59599659 0.26985099 0.33923168 0.48846427 0.6066598 0.60805888 0.62966514] [-1.3192622] [ 0.6479883 0.55916464 0.51945462 0.36715297 0.35614562 0.22517512 0.46255493 0.59473147 0.55437657 0.26670416] [ 0.10295811] [ 0.57659865 0.72670181 0.43682689 0.61830724 0.40547087 0.45571402 0.41021987 0.57665388 0.73552414 0.39713866] [-0.64001571] [ 0.54491315 0.5757866 0.40599509 0.69186697 0.38776483 0.365432 0.42739735 0.37097868 0.4463415 0.54861388] [ 0.1892634] [ 0.30691685 0.40796294 0.65518599 0.48821198 0.48639793 0.75790547 0.37823647 0.34248105 0.31208526 0.6187481 ] [-0.40266278] [ 0.78123001 0.5803205 0.5711897 0.42693054 0.29311743 0.33968192 0.45041911 0.61659954 0.61865201 0.35537025] [-0.17840733] [ 0.40441961 0.66197942 0.44092334 0.53137143 0.45667721 0.43785504 0.44742773 0.43698002 0.55455288 0.65753298] [ 0.31193793] [ 0.2838747 0.55426911 0.37887571 0.59414452 0.46427313 0.59266029 0.38140673 0.33760135 0.486271 0.42907548] [ 0.14506874] [ 0.32422849 0.40376282 0.61543191 0.34532923 0.5151715 0.70574029 0.38950272 0.31403605 0.3214571 0.56220218] [ 0.23966613] [ 0.20983129 0.71914009 0.39047731 0.68477168 0.39391861 0.69385141 0.36184275 0.50438689 0.49167884 0.61301834] [ 0.23741502] [ 0.31109045 0.58199539 0.44453767 0.52050612 0.40667041 0.77870778 0.29444471 0.41296997 0.37272559 0.64468917] [ 0.33432096] [ 0.21176731 0.53919934 0.37725605 0.69944041 0.4674346 0.72403469 0.42084626 0.47289863 0.45045616 0.60141749] [ 0.30393932] [ 0.59364016 0.60954318 0.48399065 0.62169157 0.36441545 0.53428258 0.52835808 0.61191311 0.55732235 0.44850096] [ 0.17263311] [ 0.32101579 0.67670239 0.44692736 0.64779166 0.49616493 0.65161863 0.38330062 0.37255528 0.54395363 0.62161321] [-0.12953244] [ 0.38321237 0.32707618 0.69516612 0.24845426 0.64619561 0.68231145 0.45124808 0.37258144 0.35944263 0.62777319] [-0.04747994] [ 0.62094877 0.58299225 0.42649046 0.51099726 0.2986373 0.2150519 0.45356183 0.6017365 0.50764357 0.4273813 ] [-0.99114752] [ 0.57423305 0.64339558 0.47270543 0.56784365 0.32037276 0.45855324 0.43122293 0.41675386 0.62563485 0.4346858 ] [-0.58809043] [ 0.48936704 0.69573443 0.35299055 0.59271451 0.38298805 0.56797512 0.27174758 0.60470582 0.50122002 0.57546708] [-0.56671226] [ 0.55215636 0.48595817 0.66985457 0.44918144 0.63771164 0.54132955 0.46048162 0.46815601 0.45386252 0.45644834] [ 0.13726621] [ 0.35946776 0.49646993 0.53776006 0.54412749 0.49135245 0.54484887 0.40065193 0.36391561 0.49485977 0.4737561 ] [-0.30223739] [ 0.53476124 0.53449695 0.46940188 0.65731413 0.46936715 0.5573924 0.46007228 0.50585126 0.5451442 0.42350839] [-0.44945707] [ 0.75426271 0.41302494 0.57348914 0.34344397 0.24767313 0.36641172 0.45258334 0.68698412 0.36676262 0.28638741] [-0.30329451] [ 0.7672304 0.68674917 0.53135196 0.2942624 0.36315499 0.39002393 0.56072511 0.61117008 0.60469195 0.57650741] [ 0.64507141] [ 0.34181086 0.54355472 0.48304191 0.55233165 0.38858435 0.51099088 0.42290617 0.58840708 0.53703916 0.41779879] [ 1.37454154] [ 0.49282353 0.62087816 0.42119772 0.56048382 0.36537881 0.33451065 0.41640479 0.51814871 0.54411763 0.32896815] [ 0.35125058] [ 0.60854557 0.48268496 0.54080401 0.29595412 0.47609148 0.57008977 0.43120567 0.67647494 0.54782389 0.41539546] [ 0.84200859] [ 0.65284192 0.65798009 0.53576671 0.58776806 0.35716956 0.40577731 0.45784892 0.6892472 0.5819393 0.44539236] [ 1.08350757] [ 0.63557517 0.50033672 0.59019698 0.27455891 0.32782704 0.39006515 0.60798118 0.76363411 0.49961864 0.30226852] [ 1.04080184] [ 0.39839031 0.5688638 0.45446242 0.44742274 0.32337539 0.46097403 0.4528306 0.46196996 0.45360082 0.4470356 ] [-0.73936907] [ 0.74531569 0.44718464 0.61730596 0.37910143 0.50089966 0.34368357 0.48763841 0.57829455 0.5853383 0.27096179] [-0.59641307] [ 0.61363764 0.6394957 0.5342754 0.34385596 0.40645137 0.39526624 0.45040433 0.70082507 0.55646693 0.48542176] [-0.5343776] [ 0.59531736 0.70527309 0.51369209 0.47883058 0.41512843 0.48407095 0.47017921 0.57628408 0.57483114 0.49693639] [ 0.76300649] [ 0.76584816 0.47155936 0.56041458 0.25237897 0.34131947 0.27161631 0.54698706 0.73576572 0.51504757 0.27386829] [ 1.90976518] [ 0.81475632 0.66080664 0.62757919 0.35676349 0.44814218 0.30365531 0.50077073 0.73661847 0.68616622 0.38509131] [-0.55832534] [ 0.33344454 0.46335639 0.59152639 0.57248843 0.35566409 0.59317093 0.43204968 0.44037344 0.44950431 0.42952069] [-0.22453575] [ 0.27618673 0.53830369 0.48373791 0.4630093 0.43815823 0.575427 0.44369961 0.43592917 0.42366741 0.55894631] [-0.02955955] [ 0.4055104 0.24364989 0.70159035 0.46045174 0.59767295 0.5398313 0.47510927 0.32935574 0.28777422 0.45281706] [ 0.33243672] [ 0.42945348 0.31155352 0.58809257 0.28797973 0.41052743 0.59333296 0.42960377 0.46259409 0.28020025 0.42126102] [ 1.24248183] [ 0.53120437 0.6585683 0.45854326 0.45549543 0.34832337 0.2946125 0.38459258 0.64261647 0.53739425 0.4205751 ] [ 0.9965444] [ 0.69724954 0.45405525 0.59159093 0.4087769 0.46147461 0.44624143 0.52781552 0.60810981 0.38668445 0.50757158] [-0.2354306] [ 0.27918289 0.4726875 0.50244666 0.4507778 0.41610097 0.60407841 0.46877998 0.47660553 0.40494167 0.52831041] [-0.04757073] [ 0.51708817 0.63968849 0.44252061 0.65326141 0.34612302 0.57133592 0.42702536 0.6058496 0.50367518 0.49786238] Progress: 31.7% ... Training loss: 0.400 ... Validation loss: 0.654[-0.11346736] [ 0.42893444 0.35633747 0.69134269 0.34181128 0.4430708 0.60438052 0.4606103 0.42791576 0.3427062 0.47055632] [-0.87238814] [ 0.42238845 0.43278512 0.51382465 0.36396163 0.52217937 0.46474403 0.47243936 0.56327202 0.49155218 0.35570643] [-0.33174524] [ 0.42889879 0.47443421 0.64983899 0.43014401 0.51250866 0.54936766 0.46357998 0.4245222 0.35057106 0.60582081] [-0.97997163] [ 0.61040436 0.34270597 0.67778785 0.34532052 0.61331953 0.35117481 0.40805813 0.57048807 0.3138838 0.48243738] [-0.86408655] [ 0.4978948 0.54437944 0.39615863 0.57620561 0.31073726 0.55789136 0.38585007 0.62500892 0.49119406 0.37861185] [ 0.17703027] [ 0.53720403 0.49293042 0.59759472 0.52191978 0.34633519 0.54549313 0.46050451 0.58804991 0.5094773 0.42778978] [ 1.58907097] [ 0.73597168 0.56164407 0.64215143 0.34490549 0.39047509 0.29970393 0.49956266 0.77348743 0.50713758 0.32162841] [ 2.02267421] [ 0.6408112 0.58576513 0.48444031 0.4397427 0.31251591 0.20042074 0.50383514 0.65766714 0.5212505 0.34360776] [-0.46857642] [ 0.68329772 0.3063255 0.67988344 0.34829021 0.49245493 0.39135039 0.47372093 0.46701241 0.44072322 0.28791933] [ 2.27781586] [ 0.6927962 0.50617266 0.55451632 0.28485111 0.24273093 0.23071847 0.5302039 0.73697056 0.52471099 0.25678964] [-0.39997593] [ 0.6793536 0.47413683 0.60475791 0.40345126 0.3857512 0.50160619 0.39043767 0.73024477 0.59866012 0.43537854] [-0.15896676] [ 0.32111283 0.39462613 0.48152433 0.43410118 0.44062523 0.60668704 0.3971915 0.38931315 0.38313493 0.45455103] [-0.48490187] [ 0.76001804 0.38649791 0.64714534 0.3036981 0.47163976 0.48030026 0.491652 0.69560838 0.44679613 0.39655695] [-0.0254731] [ 0.82005263 0.61902565 0.58923541 0.37916255 0.44794234 0.31784325 0.49913876 0.70254009 0.53552283 0.42542615] [-1.31022052] [ 0.54825729 0.51414436 0.54769652 0.49369692 0.33052528 0.36064747 0.47902797 0.70443722 0.40626159 0.28291081] [-0.40190149] [ 0.49713716 0.63031323 0.47310261 0.53846438 0.32029189 0.6698185 0.3942299 0.44785713 0.5732375 0.6029878 ] [-0.03655948] [ 0.4018316 0.7352866 0.45484035 0.7063547 0.53878828 0.61091374 0.37479871 0.44158348 0.47665736 0.668786 ] [-1.16781362] [ 0.49689879 0.6953722 0.43169962 0.554773 0.29182168 0.51629083 0.48402637 0.66152173 0.60538836 0.41830373] [ 0.09975834] [ 0.32100767 0.68900556 0.46505666 0.57463161 0.47678869 0.66509299 0.34497088 0.47774928 0.52496323 0.77038082] [ 0.50137918] [ 0.38329496 0.74429892 0.36279322 0.50265337 0.33896129 0.49072395 0.47461263 0.62273441 0.62883563 0.43521496] [ 2.22056608] [ 0.78132242 0.59647822 0.62340954 0.31543219 0.36987548 0.3940473 0.5703204 0.78091047 0.53836669 0.33484068] [-0.20458046] [ 0.44293016 0.55180297 0.4374934 0.56678009 0.4187055 0.44413715 0.47919994 0.53770552 0.46770063 0.45416121] [ 0.55624984] [ 0.53383837 0.61926804 0.5785492 0.64102131 0.49033852 0.56981865 0.33359952 0.5270727 0.54854185 0.52085151] [ 0.21803182] [ 0.61557567 0.61463761 0.56138136 0.36966729 0.3785328 0.44185238 0.59559609 0.56011294 0.60025716 0.52801716] [ 0.29095944] [ 0.41039996 0.70595586 0.39990258 0.63974778 0.4203354 0.63300461 0.43779076 0.57105115 0.52455515 0.643451 ] [ 0.18455414] [ 0.16694415 0.42938168 0.58218718 0.68395239 0.39493219 0.69036141 0.31804923 0.35025122 0.35243971 0.45131089] [ 0.15393324] [ 0.54774055 0.38223526 0.63380682 0.27982319 0.4753762 0.34237607 0.49724043 0.49275573 0.46524544 0.31115171] [ 0.50475486] [ 0.51107416 0.65997542 0.4375784 0.62818345 0.26683558 0.56875128 0.44413558 0.55634602 0.56181645 0.55755111] [ 0.8729733] [ 0.50831855 0.57146786 0.49638471 0.47100575 0.37840426 0.54899773 0.52849173 0.70990801 0.50632266 0.3671784 ] [-0.91524945] [ 0.63667669 0.63076317 0.59396296 0.53426145 0.41853708 0.41370935 0.41094908 0.62147046 0.48646952 0.39827162] [-0.5326319] [ 0.46022654 0.64768261 0.40883026 0.58451828 0.34838774 0.43160668 0.50595072 0.67059316 0.56550378 0.35936861] [-1.0130729] [ 0.55296437 0.71866853 0.39786275 0.60626977 0.25130549 0.50235055 0.44924174 0.71911805 0.56713538 0.40369294] [ 0.09503355] [ 0.23695552 0.5933804 0.43294246 0.66538286 0.4145825 0.65357369 0.34470135 0.3437944 0.46404616 0.5326778 ] [ 0.20031453] [ 0.1848572 0.43986071 0.55491443 0.41472929 0.59519783 0.73251195 0.43513432 0.33836982 0.506575 0.63193751] [ 1.88770549] [ 0.59433246 0.61132399 0.42494977 0.57452506 0.2909385 0.38253979 0.53725092 0.73627056 0.55201656 0.31169245] [ 0.15983933] [ 0.45553203 0.7779258 0.45987603 0.6458398 0.37126022 0.69769566 0.45193955 0.55902447 0.61809959 0.65603939] [-0.89696108] [ 0.61033884 0.57543573 0.4340188 0.5137083 0.44488479 0.43157267 0.53856535 0.6035741 0.48918748 0.55097478] [-0.40669138] [ 0.52929145 0.34011112 0.56707243 0.46997125 0.35107309 0.65488546 0.37936586 0.5666144 0.35641904 0.3761157 ] [-0.59505086] [ 0.49293062 0.4152602 0.65104408 0.35219617 0.52429177 0.54347213 0.38207205 0.42983588 0.3543853 0.47900833] [ 0.22697017] [ 0.70470819 0.50630895 0.59217236 0.43554927 0.2457365 0.30661688 0.47113149 0.61300694 0.48535105 0.32301612] [-0.49919009] [ 0.54500652 0.64514983 0.39526972 0.5595702 0.47724675 0.62043372 0.502339 0.4972439 0.44178416 0.58277215] [-0.58469628] [ 0.76085515 0.40647926 0.62273355 0.32873661 0.34710691 0.37827694 0.49067489 0.79330132 0.49867372 0.26372361] [-0.6342685] [ 0.45455655 0.77992982 0.46575345 0.60345679 0.38772263 0.60613436 0.39175149 0.58548623 0.67417693 0.59921058] [ 0.72437808] [ 0.32588928 0.45708969 0.54629307 0.51693045 0.46233843 0.47153297 0.39631318 0.4511285 0.56959834 0.41124426] [ 1.63803239] [ 0.36493727 0.48025241 0.48609387 0.59501105 0.34216845 0.54324912 0.44860223 0.57457672 0.5865097 0.30504868] [ 0.30646404] [ 0.39674993 0.4012495 0.70964121 0.44318619 0.55679932 0.52048897 0.43445122 0.37018884 0.48070449 0.42286864] [-0.18893861] [ 0.51016482 0.54559919 0.47475231 0.29921469 0.42802256 0.43261951 0.43492405 0.54266511 0.49133996 0.36891553] [ 2.78597092] [ 0.70311465 0.54849472 0.51344743 0.31821702 0.32524638 0.18529341 0.44265538 0.6831918 0.52083705 0.36028979] [-0.08190819] [ 0.3560185 0.56325747 0.49663151 0.67729661 0.40907329 0.57557872 0.32009503 0.48726082 0.5114921 0.44997796] [ 0.38094734] [ 0.70956948 0.41009209 0.70698768 0.43252573 0.53499888 0.38914845 0.45994464 0.61495144 0.46694393 0.35859223] [ 0.33618453] [ 0.22990479 0.40118601 0.63355043 0.50861977 0.49677331 0.82896668 0.3710117 0.35997678 0.41402914 0.64843807] [ 0.04203434] [ 0.45103947 0.52045239 0.58404923 0.43682271 0.47678178 0.47773714 0.4659673 0.63031765 0.47546784 0.43509921] [-0.22139114] [ 0.45884856 0.55299027 0.53439524 0.5053121 0.4733836 0.59222656 0.54795675 0.53626187 0.4454736 0.58220673] [-0.63062313] [ 0.37583437 0.75900119 0.32535745 0.6741261 0.26794265 0.39684015 0.51675068 0.64151389 0.59497376 0.42545455] [-0.35038862] [ 0.39727721 0.53220916 0.4924397 0.34390395 0.44933041 0.51152773 0.39896919 0.59195509 0.38822785 0.45909864] [-0.4253927] [ 0.73851188 0.49260381 0.54673446 0.47507733 0.3223331 0.40278311 0.36518991 0.57607166 0.52426645 0.34090843] [-1.13553429] [ 0.60896709 0.57817861 0.5456694 0.39324887 0.44964253 0.59075345 0.5497894 0.55645876 0.60736403 0.43546242] [-0.38759164] [ 0.38562409 0.63384056 0.40543807 0.57353769 0.34525291 0.47566265 0.41549159 0.46929607 0.48640178 0.60158626] [-1.17588801] [ 0.7741106 0.35543727 0.62754427 0.33416095 0.47555997 0.33883942 0.58471309 0.65532161 0.46956991 0.42427219] [ 0.81317287] [ 0.34243243 0.47375653 0.53111179 0.44334495 0.41315007 0.48792429 0.40594303 0.35109019 0.42991073 0.37945755] [-0.09285333] [ 0.56804114 0.69591334 0.52714471 0.4076433 0.34579575 0.5116224 0.54991283 0.73606573 0.65978794 0.46904777] [-0.38394543] [ 0.48638384 0.69406412 0.38679432 0.66010038 0.40929525 0.55484728 0.40249175 0.42354635 0.6028855 0.48127043] [ 0.7649248] [ 0.7991989 0.63008093 0.55951781 0.37465263 0.28039093 0.26474149 0.55969678 0.64696048 0.59315598 0.32319622] [-0.06610984] [ 0.32329023 0.65245788 0.45338424 0.64401614 0.53302312 0.54321368 0.38046238 0.29892045 0.43711046 0.56390909] [-0.01801145] [ 0.4606973 0.46693841 0.5725957 0.55436431 0.49114842 0.38891181 0.45150678 0.53380478 0.49801758 0.37521498] [ 0.01677574] [ 0.59485283 0.62965292 0.36143934 0.54651319 0.26091097 0.56351851 0.33970983 0.53604114 0.49824175 0.45216422] [-0.61898066] [ 0.38375054 0.46502477 0.46634164 0.54314737 0.39459722 0.63226214 0.42853957 0.59079015 0.41548887 0.36023385] [-0.37675029] [ 0.70116293 0.70222991 0.55807212 0.33597599 0.41813841 0.41062324 0.5479629 0.69651448 0.55432582 0.47056309] [-0.05702421] [ 0.31034391 0.70620472 0.38331976 0.53861473 0.33921564 0.71622742 0.38455783 0.44653575 0.57852247 0.64327454] [ 0.40240197] [ 0.85135679 0.68800664 0.51309218 0.23316052 0.20514594 0.18017148 0.59196853 0.74020777 0.70349134 0.25998907] [ 1.38468745] [ 0.73767928 0.55540708 0.5515891 0.21272552 0.35123073 0.34645424 0.47968611 0.70103564 0.53440313 0.39781973] [ 0.30969946] [ 0.62428003 0.64285815 0.54307178 0.35949149 0.35350732 0.35810206 0.53801392 0.60006102 0.61136216 0.38227744] [ 0.44731612] [ 0.248764 0.49398883 0.57479157 0.68581942 0.46454049 0.65421129 0.41630884 0.35137359 0.58998617 0.49216913] [ 0.56650868] [ 0.47783458 0.6189511 0.46263476 0.62998906 0.42255592 0.44835278 0.47125819 0.64449237 0.52314205 0.63389555] [-0.40190149] [ 0.49713716 0.63031323 0.47310261 0.53846438 0.32029189 0.6698185 0.3942299 0.44785713 0.5732375 0.6029878 ] [-0.44065939] [ 0.70835516 0.66622479 0.38904163 0.45165226 0.28597751 0.3297279 0.41714607 0.52907106 0.51438151 0.47520543] [-0.51454807] [ 0.55101002 0.33194917 0.59939809 0.31287957 0.48323092 0.44619238 0.44623974 0.4602478 0.32428409 0.35062233] [-0.62569174] [ 0.41275703 0.78276999 0.32129956 0.61165176 0.29836045 0.5722432 0.46384536 0.52888535 0.55047594 0.51432056] [ 0.18911676] [ 0.60991451 0.35361819 0.59526845 0.31466076 0.4084758 0.48045658 0.55126603 0.54734166 0.50206647 0.36207476] [-0.31381613] [ 0.72599888 0.7247176 0.47651363 0.39386871 0.32651551 0.26935908 0.47823739 0.57572221 0.6169579 0.39091435] [-0.24327083] [ 0.50424284 0.71126082 0.4161286 0.66677709 0.26642826 0.69025499 0.32333989 0.46640306 0.52241579 0.62807616] [-0.32692003] [ 0.62306019 0.56491846 0.61932 0.23203133 0.47559143 0.37927469 0.55616567 0.52665493 0.55305004 0.42110647] [-0.30814288] [ 0.69852911 0.53204916 0.67787133 0.47366769 0.47772864 0.45135155 0.51481959 0.66593445 0.5852643 0.43664092] [ 0.36170168] [ 0.72755943 0.57539639 0.58718228 0.29976703 0.41965078 0.29209103 0.65130405 0.63225647 0.63548699 0.274795 ] [ 0.26693542] [ 0.42882188 0.59692425 0.47497493 0.41174347 0.51349826 0.3920116 0.51024887 0.53961056 0.60837704 0.52581963] [-0.18244309] [ 0.28915276 0.70111173 0.35910218 0.58769873 0.37642318 0.61688109 0.39663136 0.40791811 0.63093163 0.60481232] [-0.78428081] [ 0.63255366 0.68068966 0.49863374 0.3615398 0.42422922 0.34092271 0.46061291 0.59316399 0.55073626 0.48503506] [ 0.16716273] [ 0.53843387 0.30697907 0.56802653 0.42293504 0.36020462 0.22351557 0.44574951 0.63053828 0.40169893 0.19574889] [ 0.43611224] [ 0.32648473 0.72162164 0.41761628 0.65592902 0.32602836 0.62094469 0.52561934 0.64216494 0.53401997 0.55244536] [-0.3241181] [ 0.71856984 0.56891823 0.62540525 0.36706493 0.46968331 0.5190912 0.5889815 0.62189205 0.62797118 0.44096552] [ 1.41066296] [ 0.73187193 0.44636988 0.60203177 0.33825469 0.34083047 0.31945924 0.49335779 0.66466427 0.48928937 0.23524846] [ 1.02079933] [ 0.8996362 0.78353816 0.55491319 0.2483045 0.3078286 0.22559933 0.67612969 0.78835465 0.75820232 0.28472514] [ 0.11201051] [ 0.68514809 0.54634848 0.58068164 0.30874128 0.38724459 0.40312568 0.57485732 0.62455266 0.54201423 0.43044922] [ 0.45587833] [ 0.59846043 0.33596912 0.6694351 0.35422522 0.39073421 0.33612393 0.49577668 0.64267053 0.36631056 0.27731048] [-0.62175613] [ 0.73935656 0.68563114 0.40378142 0.58093994 0.39221552 0.34624639 0.47317867 0.70665572 0.56106212 0.58906274] [-0.52730692] [ 0.56325862 0.52906534 0.55984847 0.4378155 0.30204727 0.28867574 0.5043526 0.5684224 0.44965959 0.35432369] [-0.30428522] [ 0.47198 0.72131245 0.38814971 0.59064918 0.4801374 0.59247539 0.38729552 0.565656 0.48219683 0.61858656] [-0.41543916] [ 0.40644982 0.66440547 0.4413012 0.7285935 0.29857826 0.56854319 0.34997723 0.3886904 0.5677212 0.49589677] [-0.82110852] [ 0.47943448 0.68331612 0.3382856 0.5616304 0.24122256 0.2673549 0.51173486 0.66729588 0.63444125 0.58097615] [-0.15497428] [ 0.7234278 0.64555367 0.56241035 0.47403735 0.45869436 0.47033207 0.46859356 0.65505115 0.52513509 0.56517869] [-0.37466257] [ 0.58799144 0.73665616 0.43524899 0.55689087 0.30776017 0.42781286 0.42933628 0.5364452 0.60555292 0.51921225] [-0.05614652] [ 0.49097186 0.1929212 0.74325388 0.26249457 0.50367303 0.41773192 0.48127091 0.45742411 0.33889098 0.26824997] [-0.79961731] [ 0.63366438 0.69158286 0.40100599 0.57024603 0.29322443 0.31063701 0.3979545 0.55605378 0.56985359 0.52085245] [-0.58841092] [ 0.37591786 0.64942858 0.40720031 0.64227743 0.37196976 0.63417277 0.52652251 0.5849082 0.56687087 0.45845089] [ 1.45364462] [ 0.60548699 0.61966547 0.45977455 0.49833154 0.31626139 0.24644756 0.42280298 0.62512418 0.5654509 0.41578563] [-0.46758873] [ 0.50805756 0.45964788 0.54256555 0.30622967 0.4563953 0.49923683 0.47201357 0.48802863 0.40728681 0.40796043] [-0.14868366] [ 0.33737834 0.5902791 0.50986318 0.62506608 0.47557374 0.51661202 0.37661519 0.36504721 0.39005655 0.62939971] [-0.8580338] [ 0.56579317 0.55816907 0.53213726 0.44696561 0.53689808 0.4851945 0.41133567 0.46775983 0.45061998 0.48213909] [-0.71100421] [ 0.68947215 0.28542352 0.73471983 0.26402004 0.51445552 0.36680806 0.53443351 0.64742285 0.37868243 0.32400383] [ 0.73149748] [ 0.58296651 0.6409203 0.39330037 0.47723082 0.2609568 0.31812176 0.47774903 0.62967787 0.59881856 0.29905352] [ 1.03223337] [ 0.63729351 0.50012618 0.5910208 0.27371639 0.32643783 0.38654965 0.60938229 0.76506869 0.50108801 0.29965501] [-0.91842374] [ 0.63603319 0.65049135 0.4460409 0.61737141 0.27818441 0.44399108 0.39851092 0.482979 0.57703171 0.41153741] [-0.63576912] [ 0.43240226 0.63402534 0.45247038 0.58773313 0.28418601 0.53485979 0.41105417 0.45134938 0.61302189 0.48607861] [-0.24062423] [ 0.49457955 0.69599159 0.38545072 0.66061068 0.33987148 0.61515141 0.35368637 0.40888657 0.4628526 0.63589745] [-0.95723382] [ 0.63213103 0.61191233 0.55835918 0.41693197 0.42991069 0.46949317 0.46486727 0.43082708 0.51868439 0.47017808] [ 1.62604087] [ 0.66662679 0.62350611 0.55653026 0.3804811 0.28705898 0.2940511 0.42815833 0.62774787 0.60303153 0.38215154] [ 0.85005218] [ 0.40050292 0.48910074 0.54067038 0.51165191 0.47366685 0.43942852 0.46098186 0.41583248 0.45912691 0.34772957] [ 2.03025286] [ 0.83345446 0.54994236 0.58271448 0.31003328 0.33433371 0.33032439 0.58720287 0.8181377 0.492889 0.29418078] [-0.37729055] [ 0.77750224 0.68488207 0.51244233 0.32907753 0.29702233 0.32209707 0.54275602 0.59754925 0.61270946 0.49968842] [ 0.15905619] [ 0.59518799 0.53362368 0.50206334 0.46472379 0.34177649 0.38310366 0.45054755 0.6482635 0.48887341 0.39507357] [-0.31555897] [ 0.59621123 0.49428559 0.55065959 0.39999006 0.4521438 0.56389072 0.47626332 0.69718224 0.6457412 0.38790455] [-0.93292355] [ 0.67200717 0.64940049 0.54003859 0.40931203 0.46006295 0.43541295 0.59978445 0.6172684 0.59881777 0.42812141] [-0.13179881] [ 0.30073199 0.73260673 0.44743416 0.58474592 0.38425191 0.67233298 0.47725371 0.53535044 0.59811624 0.58554316] [ 0.09282744] [ 0.77603448 0.43142344 0.64089008 0.26139887 0.44272763 0.28556818 0.62003251 0.66181507 0.45781844 0.28685414] [-0.19781153] [ 0.49004291 0.25923226 0.6961468 0.4459113 0.48525895 0.4016336 0.44688818 0.54474382 0.41261842 0.55977855] [-0.33255653] [ 0.45125446 0.74566279 0.4476412 0.64857347 0.32355704 0.61391201 0.40884567 0.3826227 0.61611235 0.60697791] [-0.06997148] [ 0.62302892 0.58927209 0.58405167 0.2098815 0.44555341 0.51148398 0.47771352 0.6816353 0.57533578 0.52990967] [ 0.26675207] [ 0.66600928 0.53345326 0.58975566 0.34269394 0.32409797 0.27725042 0.4646467 0.6559803 0.47856764 0.34322399] Progress: 32.0% ... Training loss: 0.396 ... Validation loss: 0.646[-0.37969948] [ 0.61585318 0.69249413 0.45601551 0.44089671 0.37435793 0.28837253 0.41803714 0.62023552 0.5751459 0.39980148] [-0.21253664] [ 0.4978824 0.78585648 0.46851035 0.66493673 0.39630628 0.65600029 0.42714998 0.51622879 0.54443221 0.73625862] [-0.78869075] [ 0.63096925 0.68053521 0.49923208 0.36170566 0.42407693 0.34358293 0.4614185 0.59153414 0.55144175 0.48553546] [-0.42996863] [ 0.48994034 0.67443045 0.40405608 0.60257088 0.32434121 0.40297456 0.39868802 0.55489684 0.54071 0.44278962] [ 0.20144319] [ 0.24600489 0.31474343 0.60163696 0.52290502 0.4870626 0.79392914 0.37237741 0.37263494 0.35423986 0.54232933] [ 2.0237788] [ 0.23613448 0.65640595 0.37824953 0.63619654 0.37132531 0.47037262 0.46786844 0.50250857 0.66835704 0.36968835] [-0.10506361] [ 0.19441394 0.47555669 0.43809487 0.57204173 0.52720463 0.64152194 0.4394655 0.47058753 0.37265025 0.42493788] [-0.35770934] [ 0.76293717 0.58436398 0.53352016 0.36566901 0.3198266 0.362696 0.489067 0.54645221 0.50303798 0.50500144] [-0.56161746] [ 0.36777645 0.57853972 0.47118884 0.57645215 0.43952331 0.54599668 0.48609635 0.40977639 0.60436862 0.46229786] [ 2.76374509] [ 0.72702145 0.4686472 0.54810091 0.47878107 0.22740275 0.33274912 0.43078 0.71280071 0.48070276 0.26760565] [ 0.32908254] [ 0.6762617 0.56948165 0.55972075 0.21288426 0.34754866 0.30318974 0.58666563 0.56101135 0.63801763 0.35587845] [ 0.26846385] [ 0.61856455 0.70342645 0.50997351 0.45769213 0.29801426 0.32360677 0.4660893 0.618837 0.62413778 0.42834585] [-0.38498374] [ 0.57304964 0.65285598 0.5357214 0.46624607 0.54139584 0.67266962 0.48644044 0.47745656 0.41413505 0.65406431] [-0.09145939] [ 0.47220029 0.63644865 0.41665992 0.63955641 0.58930456 0.77413645 0.35560682 0.61918506 0.4183324 0.64204036] [-0.3218961] [ 0.53132188 0.31595001 0.54278072 0.38445986 0.48101139 0.37644252 0.44390616 0.50561361 0.2960849 0.65081457] [-0.47571241] [ 0.42700984 0.63485384 0.39790708 0.51939588 0.50603416 0.60135055 0.41934303 0.52871093 0.44093445 0.53212957] [-0.81034024] [ 0.52113836 0.58143969 0.52447843 0.48906406 0.51436687 0.5973464 0.44119777 0.53466323 0.5926583 0.46116513] [-0.4424885] [ 0.5392094 0.48297224 0.53803339 0.4972124 0.43778661 0.68542393 0.52139044 0.57507094 0.4016242 0.47936658] [ 0.62860689] [ 0.51582534 0.6822549 0.58331423 0.35259894 0.46010517 0.53879174 0.40950133 0.55941663 0.67104205 0.62830124] [-1.16584271] [ 0.6418969 0.57518674 0.55531633 0.37494982 0.48981644 0.43290808 0.54085891 0.54061437 0.48688192 0.55660174] [-0.01579885] [ 0.60483757 0.65304681 0.46795492 0.3174817 0.39763181 0.52366542 0.50288412 0.50210184 0.54392783 0.55263133] [-0.27069972] [ 0.71880127 0.56687427 0.51800191 0.3205271 0.39740997 0.23049665 0.46394044 0.5758922 0.53303739 0.44898504] [ 0.54729418] [ 0.52154332 0.47082475 0.54025702 0.48600275 0.48004626 0.30449294 0.46254767 0.51681288 0.42712458 0.64930943] [ 0.83988752] [ 0.77211305 0.62302 0.58117275 0.19286652 0.42689883 0.40113986 0.71804415 0.7561826 0.59852005 0.3532708 ] [-0.40684544] [ 0.46709473 0.7340775 0.36051018 0.59936025 0.42988494 0.50110101 0.31082505 0.53444754 0.49133226 0.72291314] [ 1.09577056] [ 0.3429283 0.56720532 0.46354441 0.45971437 0.38336012 0.41005389 0.43783198 0.52115606 0.45800554 0.47771097] [ 0.2295185] [ 0.19793613 0.42309949 0.654883 0.43143663 0.52663802 0.77362193 0.44228813 0.32654978 0.44530977 0.63496631] [-0.02173381] [ 0.52703616 0.67046748 0.48401215 0.59046061 0.42395968 0.42062877 0.33723973 0.60558772 0.62603598 0.56625676] [ 0.05089798] [ 0.67087105 0.58774657 0.51707537 0.49163782 0.3646438 0.38534206 0.40349931 0.65399216 0.62317369 0.49569965] [ 0.15969648] [ 0.70525563 0.79715687 0.41715147 0.49901538 0.21987247 0.34613896 0.46404354 0.62175881 0.63375845 0.43573032] [ 0.04877309] [ 0.35940777 0.68825202 0.37196057 0.57025254 0.29258283 0.47362615 0.42281784 0.58495836 0.53118481 0.52507866] [-0.52006729] [ 0.78026207 0.65299555 0.5849786 0.46363447 0.39663646 0.39191507 0.45945122 0.74527906 0.66392663 0.41287003] [-0.87883979] [ 0.63040348 0.60545943 0.57926592 0.56572268 0.50124431 0.55863765 0.47339813 0.59794965 0.53097646 0.46908598] [ 0.1122351] [ 0.5612133 0.71496309 0.40490242 0.6556861 0.41966916 0.58534993 0.37457291 0.59998128 0.51293741 0.6468798 ] [-0.45118485] [ 0.59472051 0.73864477 0.48576098 0.68861366 0.3821897 0.71826247 0.35477214 0.62899897 0.55131399 0.62660687] [-0.19991752] [ 0.37797599 0.63386555 0.37084928 0.53725178 0.47391094 0.51972136 0.34818378 0.45746502 0.49767195 0.57746091] [ 0.62101291] [ 0.75280023 0.6799108 0.55903016 0.33901056 0.46516973 0.34088829 0.5699826 0.56810337 0.64866524 0.35224909] [-0.29531002] [ 0.5033523 0.65526087 0.47537868 0.62790088 0.55916122 0.67869155 0.45997925 0.52825467 0.50558201 0.5398543 ] [-0.84597343] [ 0.64394087 0.49750123 0.59861616 0.47354296 0.45736392 0.31382261 0.55030526 0.58961498 0.52965801 0.29923875] [ 0.07235304] [ 0.44859408 0.74030728 0.41210335 0.63087423 0.27658123 0.38915893 0.48823396 0.60237156 0.55373662 0.63061141] [ 0.08785932] [ 0.31448305 0.66690465 0.49608409 0.50586744 0.4566469 0.70687826 0.40113733 0.40250382 0.49160501 0.68230752] [ 0.42060164] [ 0.37452343 0.59615796 0.53751906 0.47997362 0.39214978 0.59221176 0.51161142 0.63672881 0.41653172 0.46774797] [ 0.80996417] [ 0.48105435 0.68745494 0.39832492 0.65731537 0.30001173 0.48220481 0.43717893 0.43181197 0.58712288 0.45083446] [ 2.16053593] [ 0.56362818 0.74373073 0.3681521 0.56554807 0.3099128 0.23756782 0.42797508 0.65117476 0.65431126 0.42280123] [-1.02068503] [ 0.678667 0.40344521 0.64555384 0.29962023 0.44251148 0.52896013 0.44465196 0.50164705 0.37610026 0.44222962] [-0.5491817] [ 0.49572853 0.59073115 0.57280042 0.43566228 0.38690746 0.4474454 0.4618725 0.68888595 0.55639795 0.47873591] [ 0.25435386] [ 0.3624633 0.58398803 0.55313519 0.62594157 0.3827513 0.53320939 0.48787108 0.48548851 0.55830113 0.44972716] [-0.62785335] [ 0.67460952 0.58855436 0.56584942 0.31913162 0.46151234 0.5233444 0.57034388 0.6726514 0.5330901 0.47151699] [ 0.35396443] [ 0.65289236 0.40076006 0.60468772 0.43203379 0.40210169 0.29725082 0.34155769 0.52566484 0.44585573 0.29256603] [-0.49157833] [ 0.62630508 0.46398929 0.52902389 0.35335829 0.42510247 0.27099857 0.4515004 0.56330163 0.56483003 0.26809892] [-0.75412895] [ 0.62679556 0.52655098 0.56716004 0.2968629 0.4657351 0.28036021 0.44334229 0.59922947 0.40283867 0.54400812] [-0.70926233] [ 0.5154894 0.64007307 0.53859216 0.59505237 0.49744042 0.50289242 0.40323375 0.53341595 0.55529812 0.59147108] [ 0.14390808] [ 0.52844321 0.58992082 0.56280859 0.52000854 0.37078056 0.40762308 0.38043447 0.50176279 0.56899979 0.47768334] [-1.19845666] [ 0.56003957 0.39353655 0.51126297 0.52347552 0.42822083 0.44483796 0.56035889 0.64822939 0.40118819 0.28221145] [-0.38770431] [ 0.43713629 0.33525778 0.59056622 0.38086339 0.45605827 0.60255321 0.53175126 0.50404872 0.31803995 0.38973797] [-0.02569752] [ 0.50015121 0.67616814 0.47821588 0.6788253 0.44222521 0.57584641 0.38995348 0.62281118 0.56174613 0.57470575] [ 0.41157908] [ 0.36736213 0.3881034 0.48629838 0.56193787 0.4633652 0.68270334 0.41613736 0.60647996 0.48410726 0.44545961] [-1.10980083] [ 0.45386514 0.57618359 0.51592225 0.3382686 0.36669221 0.42634489 0.45678163 0.60560516 0.47247474 0.42259421] [-0.37605368] [ 0.7764356 0.34830236 0.57199053 0.41320808 0.46672636 0.3031683 0.57423518 0.59085862 0.41367549 0.27699736] [ 0.28098098] [ 0.35303693 0.39009701 0.69332204 0.48934323 0.49051377 0.71081887 0.39142512 0.45374186 0.45051968 0.55712962] [ 0.1052938] [ 0.37438477 0.30367438 0.75486869 0.38548745 0.52003162 0.60224606 0.47954853 0.43829479 0.4242137 0.47582589] [-0.39850078] [ 0.54046499 0.78992788 0.45681502 0.61901526 0.38514572 0.62784374 0.46595972 0.57756623 0.60071799 0.7198389 ] [ 0.25433519] [ 0.45412538 0.49898221 0.43278088 0.60176274 0.38726499 0.27681415 0.41360115 0.49104056 0.48332962 0.42509964] [-0.62184576] [ 0.73791572 0.68553522 0.40402343 0.58144092 0.39238939 0.34967976 0.47346313 0.70471065 0.56134792 0.59064167] [-0.40679812] [ 0.70138113 0.64223326 0.40189137 0.46814307 0.25096583 0.3703448 0.42699883 0.54956445 0.54643388 0.36779991] [ 0.87157631] [ 0.6763119 0.5051715 0.66376496 0.34144507 0.47816569 0.61717231 0.52930441 0.63167228 0.38994083 0.5062895 ] [-0.19826307] [ 0.36716354 0.62399976 0.46962348 0.70044449 0.50523538 0.61025783 0.50484322 0.5952967 0.49845198 0.52894069] [-0.35727218] [ 0.39494288 0.44336107 0.61399521 0.32864308 0.56538519 0.67223462 0.38760443 0.46366261 0.46623432 0.57535275] [ 0.01580107] [ 0.62455454 0.71240999 0.42569948 0.59404734 0.28930651 0.25117601 0.45077503 0.51095903 0.71118345 0.43529558] [ 0.02060212] [ 0.32146691 0.44562348 0.55173817 0.52222886 0.49843385 0.57389141 0.4242817 0.41250277 0.51987168 0.45381329] [-0.54531213] [ 0.5969803 0.59997351 0.56823694 0.4172567 0.39554777 0.47244731 0.54760139 0.645839 0.60511755 0.53021 ] [-0.18542569] [ 0.37775691 0.66056682 0.36176135 0.57970563 0.4267439 0.53792581 0.31689217 0.43198139 0.50654997 0.57717915] [ 0.42011286] [ 0.3101695 0.66858264 0.3075112 0.64153544 0.42038348 0.70221818 0.42646669 0.45738055 0.49193685 0.59104268] [ 2.35852025] [ 0.64119579 0.54581317 0.48993317 0.43259976 0.32368076 0.3625257 0.52745446 0.77529524 0.53480457 0.23401348] [-0.61009714] [ 0.56540034 0.73835137 0.48209386 0.48691133 0.4730677 0.67023813 0.48791149 0.61176191 0.55597339 0.66353191] [ 0.36090875] [ 0.77386522 0.54893011 0.66672045 0.28127082 0.40217911 0.32171874 0.60027882 0.62703553 0.55760286 0.30609024] [-0.54569068] [ 0.55572947 0.75293444 0.49958881 0.6504338 0.45601586 0.62673605 0.52373454 0.5242714 0.65234192 0.52048488] [-0.05801221] [ 0.42111033 0.30327219 0.63118314 0.43921842 0.56926004 0.59458016 0.49152652 0.55636596 0.38283847 0.41492528] [ 0.30914697] [ 0.51988402 0.63323702 0.55653324 0.63355586 0.38723845 0.43486706 0.39005228 0.58007215 0.54977741 0.4597763 ] [ 0.07706484] [ 0.64700418 0.75457178 0.52538387 0.56961823 0.43277354 0.44629459 0.51564399 0.63379686 0.64765688 0.55110268] [ 0.2471738] [ 0.48422464 0.58022167 0.60068288 0.45838542 0.4735335 0.57092704 0.4299204 0.55539014 0.58554626 0.59727288] [ 0.11984353] [ 0.46350676 0.57957443 0.49325198 0.59648671 0.34153519 0.43882452 0.38928448 0.48221008 0.49386052 0.5038197 ] [-0.20866714] [ 0.37013235 0.68178224 0.45090566 0.53705678 0.56228349 0.47302631 0.36107115 0.40502856 0.44170896 0.70341307] [ 0.20297447] [ 0.28347527 0.48771418 0.52961142 0.61624333 0.59158173 0.7853877 0.39279735 0.46361074 0.48732407 0.56328731] [-0.04955073] [ 0.49171949 0.64900171 0.38993835 0.55280962 0.27377638 0.50095285 0.43705811 0.53972218 0.61474995 0.468818 ] [ 0.08452915] [ 0.78594294 0.54437815 0.5848265 0.40044383 0.42745168 0.30982637 0.48216969 0.67580199 0.55865103 0.30267768] [ 0.67441757] [ 0.56123294 0.66506713 0.47208586 0.62659177 0.29333745 0.47779731 0.50678005 0.74000143 0.5437815 0.45356633] [-0.30240336] [ 0.61985993 0.60805388 0.44273301 0.49606724 0.29845743 0.38455222 0.55756026 0.64245734 0.54980914 0.233147 ] [-0.32292523] [ 0.67338882 0.43886245 0.55752054 0.30762498 0.37221792 0.2585612 0.49232074 0.64710513 0.61060945 0.27262113] [-0.20156686] [ 0.34305107 0.35866225 0.66990153 0.37887175 0.53279617 0.55565296 0.40858858 0.30854907 0.38754839 0.46089773] [ 0.47538871] [ 0.56394386 0.6092738 0.51209333 0.58331756 0.39565342 0.4235159 0.48010451 0.66784262 0.56158242 0.33995542] [ 0.08991954] [ 0.39703124 0.54544558 0.43990837 0.58798239 0.38494689 0.40448004 0.44367824 0.46785078 0.53308516 0.45283743] [-0.33986906] [ 0.42677388 0.7440745 0.35866026 0.56622641 0.41282197 0.55670371 0.48642142 0.38067069 0.57269125 0.63423135] [-0.55066419] [ 0.41703475 0.7415146 0.42967999 0.52534353 0.30174612 0.59671411 0.44692938 0.50443361 0.59686538 0.63171482] [ 1.32064366] [ 0.80780787 0.50728992 0.66421129 0.32280636 0.40948878 0.33230541 0.48620212 0.63277994 0.45080708 0.30213946] [ 0.27669723] [ 0.6950079 0.56693936 0.55585495 0.42590582 0.37243884 0.43711954 0.47960787 0.69707939 0.58112494 0.43939872] [-0.55311196] [ 0.4530111 0.76162172 0.42236963 0.64212594 0.43576989 0.60021574 0.3295938 0.65460087 0.58440756 0.6101231 ] [-0.07311138] [ 0.39739643 0.41169434 0.6643666 0.44651788 0.45017167 0.72582835 0.37665672 0.53024333 0.49117654 0.57519279] [-0.43461349] [ 0.77261211 0.58450595 0.53328075 0.24474987 0.32004072 0.2811867 0.49054528 0.6288201 0.48155581 0.33836627] [-0.36903549] [ 0.7613506 0.31395665 0.6498469 0.40109905 0.52000529 0.45942869 0.48319737 0.64711123 0.39087333 0.38300465] [-0.07391467] [ 0.38721267 0.7037315 0.39134262 0.53493449 0.31672907 0.51699428 0.43945635 0.47863388 0.59169726 0.45105298] [-0.356505] [ 0.57749327 0.59244125 0.51005058 0.61442512 0.41649654 0.48194679 0.42010253 0.68603133 0.54517142 0.42928055] [ 0.15030013] [ 0.69656873 0.41364845 0.61735511 0.48439149 0.40134323 0.25573476 0.5164983 0.73885228 0.50286107 0.20064525] [ 0.76851689] [ 0.42488494 0.67785354 0.47385502 0.61588671 0.36970912 0.47643619 0.42645373 0.6500991 0.59232827 0.41350439] [ 0.12023163] [ 0.36886769 0.58858809 0.48116138 0.54025447 0.34220857 0.58941041 0.46752956 0.39879834 0.51474921 0.48988054] [ 1.95543313] [ 0.59156804 0.45491601 0.47695965 0.48107445 0.38841802 0.32111066 0.40576649 0.56544809 0.39981353 0.3365533 ] [-0.6987924] [ 0.51898967 0.65553143 0.42596571 0.6068382 0.30754503 0.55869499 0.30041295 0.56311144 0.4891912 0.50245453] [-0.33697307] [ 0.65690439 0.39846866 0.59015003 0.3424254 0.41794128 0.48336602 0.45806683 0.68217945 0.40224129 0.44516839] [-0.37314867] [ 0.32684611 0.65357703 0.36794162 0.6427164 0.30530936 0.6530828 0.44497538 0.57318264 0.48165431 0.5386598 ] [ 1.24550853] [ 0.61294638 0.63528807 0.44973574 0.4810339 0.32717238 0.27782965 0.5957493 0.81263497 0.48982853 0.27936909] [ 1.93602396] [ 0.73972866 0.49130942 0.52311164 0.31104744 0.29833731 0.18074138 0.53880386 0.72768459 0.53365829 0.20345358] [-0.43195671] [ 0.35912341 0.69449962 0.36460969 0.6631614 0.3769038 0.54237829 0.4943805 0.52339244 0.6172584 0.45869074] [-0.27756188] [ 0.49830599 0.45541467 0.52624967 0.44796078 0.34532585 0.45483507 0.44714795 0.56231396 0.51281775 0.43540344] [-0.06421241] [ 0.62154529 0.63794341 0.52666549 0.58598428 0.32287163 0.369556 0.42295582 0.50055481 0.59849756 0.56917975] [ 0.90531809] [ 0.79678998 0.62479704 0.59247691 0.45876997 0.42279032 0.30281558 0.54355683 0.6870297 0.63836781 0.289539 ] [-0.46016759] [ 0.68835955 0.54862459 0.67583814 0.28531008 0.54871367 0.51502295 0.56320061 0.57580832 0.53671641 0.48358708] [-0.66638997] [ 0.44364323 0.5599725 0.43932996 0.48924151 0.53799196 0.48412986 0.52809788 0.42657442 0.400562 0.47423273] [-0.38914046] [ 0.4165074 0.57665361 0.43594172 0.52264735 0.34289368 0.44799187 0.60776169 0.68466479 0.59806159 0.28127679] [-0.04985536] [ 0.80931636 0.44922051 0.59974962 0.29028673 0.48275061 0.27893188 0.58297896 0.59090981 0.48416068 0.26517862] [ 0.22110257] [ 0.62540255 0.76945345 0.50270743 0.47630016 0.3383322 0.55600828 0.47963891 0.61090159 0.73658421 0.60694714] [-0.04791986] [ 0.33539427 0.58982549 0.53389458 0.6291651 0.52128619 0.62871884 0.43032186 0.3629174 0.52521944 0.51348155] [ 0.41473811] [ 0.33320925 0.61729306 0.44360793 0.66595264 0.47919928 0.64645589 0.29245329 0.59310534 0.56982725 0.6293834 ] [-0.92905716] [ 0.58120372 0.79270118 0.53678776 0.53677292 0.34646278 0.55524248 0.49775067 0.57730932 0.61482467 0.50153465] [ 0.07639919] [ 0.40440584 0.68148336 0.51200757 0.73501922 0.54361375 0.67372504 0.39500759 0.50073453 0.52271302 0.71206616] [-0.18693351] [ 0.2519989 0.35258832 0.6117785 0.50102259 0.44954693 0.58686063 0.47007882 0.39603519 0.46667451 0.41269247] [ 1.20001454] [ 0.58739406 0.79771334 0.42162284 0.6162385 0.35673808 0.46285641 0.53995862 0.60064023 0.68586439 0.4087393 ] [ 0.47385246] [ 0.38422682 0.6146966 0.46950217 0.51392779 0.42546693 0.46875208 0.51289288 0.58006526 0.43254291 0.49675868] [-0.29276107] [ 0.52731575 0.64515143 0.46188589 0.72260995 0.38305295 0.68963151 0.42524004 0.50629974 0.45801338 0.58016383] Progress: 32.3% ... Training loss: 0.393 ... Validation loss: 0.643[-0.58637093] [ 0.59078706 0.7279512 0.38204921 0.57157996 0.36585404 0.5848154 0.43814754 0.68805267 0.56557077 0.54839097] [-1.13355734] [ 0.72264842 0.72046837 0.54557165 0.39666116 0.39159438 0.3937528 0.63799886 0.69018397 0.6773991 0.40931635] [ 0.49100737] [ 0.67317483 0.6447506 0.4368624 0.57658109 0.20396302 0.16761703 0.51968522 0.79352661 0.56146904 0.45013742] [ 0.09812453] [ 0.24961988 0.58488332 0.41655313 0.53080766 0.4147334 0.65349384 0.30849076 0.39310341 0.42346497 0.60090308] [-0.32835641] [ 0.70162108 0.53418796 0.56747062 0.27087322 0.3961602 0.38914002 0.49264535 0.5865905 0.56892743 0.42793838] [-0.63100177] [ 0.3959003 0.69379979 0.3251761 0.63222561 0.43600954 0.31883518 0.3666571 0.39484646 0.48255454 0.55227311] [-0.59832574] [ 0.77278883 0.53243017 0.54227027 0.29249039 0.35796774 0.30225579 0.45487221 0.61539707 0.55612385 0.33974712] [-0.82924356] [ 0.46798233 0.75109228 0.33617812 0.69073992 0.32890153 0.57384446 0.50861528 0.67107119 0.58644341 0.36110826] [-0.0513111] [ 0.42008012 0.50949399 0.49959645 0.58359324 0.33770456 0.49603378 0.42883529 0.52195023 0.53132503 0.42749327] [-0.27101306] [ 0.35512159 0.57462046 0.49329933 0.54980665 0.39919442 0.68291809 0.57705025 0.65543427 0.40768134 0.40750773] [-0.97907494] [ 0.59430426 0.71761849 0.40798064 0.62940374 0.28865858 0.36629113 0.37974279 0.39632225 0.51422095 0.46881849] [ 0.93117934] [ 0.76975757 0.55574254 0.53840843 0.34729427 0.26398031 0.24960313 0.50118511 0.63535527 0.54382129 0.4246773 ] [ 0.46368563] [ 0.46731213 0.60911406 0.5015257 0.28271097 0.39394128 0.50128116 0.41395246 0.48026573 0.4362491 0.42451958] [-0.70668279] [ 0.67809088 0.6079655 0.46818923 0.50319844 0.42328467 0.58987017 0.38131397 0.66461692 0.48306381 0.44499014] [-0.77486509] [ 0.77416813 0.58597731 0.53180941 0.34138808 0.28299509 0.2673813 0.48638329 0.64842582 0.51452465 0.35344142] [-0.56051803] [ 0.61662744 0.53803219 0.57096359 0.36167238 0.44542922 0.40610503 0.6363387 0.64073877 0.47172052 0.42162382] [-0.69882735] [ 0.45895156 0.67393225 0.47084375 0.57746737 0.30684152 0.46572249 0.35727935 0.53941472 0.49424574 0.50847475] [-0.07194134] [ 0.55199078 0.57008016 0.5163482 0.60576307 0.46651818 0.5621744 0.53162084 0.50995332 0.46794919 0.5378922 ] [-0.52035914] [ 0.36806907 0.31495733 0.6274916 0.57537592 0.44451587 0.40978793 0.51789669 0.51433465 0.36917168 0.57784103] [ 0.12520818] [ 0.46911105 0.65513401 0.46642702 0.53610639 0.30369527 0.42312049 0.39523702 0.53375951 0.58513339 0.46339822] [ 0.98504875] [ 0.59184144 0.39874953 0.64335391 0.31334478 0.49962386 0.53129261 0.44413804 0.69000979 0.55175548 0.42983658] [ 2.11319838] [ 0.61495744 0.57888589 0.40898111 0.5058614 0.27236712 0.27929438 0.51279385 0.5581698 0.62944219 0.25024777] [ 0.76517388] [ 0.64762091 0.44641302 0.61850352 0.26203768 0.48471089 0.3037293 0.46913132 0.5744573 0.53567909 0.34134438] [ 2.22597225] [ 0.63846158 0.64208622 0.45465574 0.46731411 0.39092334 0.46694775 0.52482898 0.70184692 0.56680718 0.38443767] [ 1.602561] [ 0.60820055 0.640696 0.45018781 0.42408748 0.31153976 0.25771657 0.50369616 0.68520535 0.64167293 0.28758309] [ 0.16474048] [ 0.22624856 0.56421711 0.41349646 0.65983368 0.49815462 0.79073847 0.40467119 0.51173151 0.56738041 0.56294019] [-0.60758036] [ 0.75937625 0.40623345 0.62347205 0.32845807 0.34796119 0.38312987 0.49162877 0.79059218 0.50010119 0.26620167] [-0.43005133] [ 0.43606536 0.74923283 0.36966593 0.63132635 0.32514239 0.51618692 0.48284272 0.58171945 0.51735038 0.47855155] [-0.65451593] [ 0.49735208 0.7028691 0.4406854 0.60164864 0.48040019 0.48543675 0.40293048 0.46066859 0.54042153 0.54992374] [ 0.14539414] [ 0.22852329 0.45521541 0.5285325 0.67576272 0.42418582 0.61973461 0.41421528 0.40763508 0.41745021 0.43121493] [ 0.27352653] [ 0.23285153 0.21202781 0.75948053 0.38925004 0.58110261 0.74236998 0.39227743 0.24569811 0.27878631 0.54623291] [ 1.95881378] [ 0.56377708 0.68113815 0.42701491 0.56625605 0.47384588 0.43886224 0.52419261 0.69192705 0.59427989 0.33741584] [ 0.46928759] [ 0.65833881 0.56636915 0.53384479 0.32662222 0.36585135 0.42331214 0.46900148 0.63289983 0.5409803 0.43551919] [-0.46264938] [ 0.42762353 0.26645277 0.64248991 0.45478798 0.56378025 0.59717914 0.48631242 0.55987259 0.36048005 0.39682948] [ 0.16242726] [ 0.58105506 0.75011757 0.39853311 0.55710956 0.34923285 0.55672642 0.37532163 0.65558204 0.57444508 0.51417147] [ 1.92144411] [ 0.6839365 0.49973207 0.56085452 0.42452237 0.20947309 0.23063738 0.52708599 0.78629567 0.49561714 0.2295524 ] [-0.68779485] [ 0.44035399 0.59328413 0.43914185 0.4545208 0.36084311 0.36440183 0.4716889 0.63668343 0.47410587 0.62827565] [ 0.01376187] [ 0.3710258 0.53653294 0.48193553 0.46653547 0.35578015 0.48845373 0.46978292 0.4769748 0.5186666 0.37031761] [-0.26970539] [ 0.43249052 0.7192509 0.54920675 0.68512023 0.42043554 0.67346612 0.37861571 0.52686116 0.52455301 0.59102246] [ 0.5227913] [ 0.61359985 0.52243888 0.53958464 0.47102058 0.35009402 0.39957743 0.46541211 0.80323009 0.53020596 0.41310206] [ 1.07662106] [ 0.76165684 0.52350395 0.58781005 0.34078048 0.41740841 0.25601248 0.63609727 0.64544983 0.57968749 0.32259175] [ 0.09941273] [ 0.2495335 0.58867786 0.43241746 0.72404399 0.44595313 0.65267859 0.36364254 0.50763473 0.52930923 0.65402126] [ 0.1523958] [ 0.44051228 0.66425651 0.48951 0.59372377 0.49350207 0.63069564 0.49119676 0.6437531 0.4818014 0.5131169 ] [ 0.30207338] [ 0.50672298 0.57188003 0.51677473 0.47510137 0.33112652 0.40100259 0.41040224 0.52543536 0.53255524 0.4292998 ] [ 0.43582181] [ 0.60903778 0.31402931 0.64266268 0.35792096 0.35214595 0.32783216 0.48415378 0.69057993 0.36839321 0.29493685] [ 0.08123246] [ 0.50774138 0.52396205 0.53494478 0.6059629 0.45823793 0.3798303 0.51604408 0.59831977 0.54463614 0.34613215] [ 0.17901169] [ 0.34218024 0.34700903 0.70447892 0.47171043 0.51964757 0.64040994 0.34830375 0.35017547 0.38746227 0.49538109] [-0.57922571] [ 0.43316189 0.59268141 0.48095053 0.58691122 0.39865224 0.63940498 0.44495567 0.64050282 0.48837798 0.42971614] [-0.39754008] [ 0.46812728 0.45401665 0.56472017 0.43818544 0.34190263 0.58918638 0.51635951 0.63612609 0.36654178 0.38523798] [-0.21938205] [ 0.68476137 0.74471189 0.37192593 0.4702725 0.3970402 0.50486334 0.50870394 0.58597502 0.56012586 0.46404549] [ 1.39259843] [ 0.83917093 0.46213732 0.63609149 0.3160515 0.39770415 0.25043657 0.6283914 0.74668535 0.45892483 0.23254556] [-0.32189116] [ 0.56865111 0.54761324 0.63223243 0.33952502 0.46518708 0.39452319 0.54317599 0.55738472 0.50043805 0.4065608 ] [-0.20700841] [ 0.34534542 0.52285556 0.41087163 0.62181578 0.35584649 0.72525731 0.37878575 0.55212868 0.36516626 0.54270147] [-0.76128362] [ 0.48342432 0.59126721 0.50257146 0.53256607 0.43667749 0.53282904 0.63654874 0.65309437 0.51996146 0.40386764] [-0.05758761] [ 0.52215254 0.45610406 0.60198368 0.45271634 0.49700259 0.44074185 0.57306475 0.5329435 0.52476964 0.31587874] [-0.12725644] [ 0.46483877 0.63991523 0.45797856 0.61748117 0.30328519 0.52239649 0.44569078 0.66296066 0.51457557 0.38688666] [ 0.1610149] [ 0.38751825 0.55446671 0.49217548 0.42095034 0.41612565 0.39384643 0.47462135 0.50565334 0.54567683 0.50567127] [-0.5280997] [ 0.63490042 0.65078862 0.53036557 0.32410456 0.34294702 0.34506922 0.53168325 0.67167871 0.60568863 0.43330924] [ 0.05213402] [ 0.3253963 0.61693739 0.47146966 0.5818674 0.34311634 0.66804495 0.4053889 0.37148078 0.56662303 0.61822314] [-0.85444371] [ 0.49329594 0.61137805 0.48115653 0.66039189 0.53121418 0.49330907 0.52862912 0.59290344 0.51829438 0.39205994] [-0.82206685] [ 0.58820823 0.48815317 0.56517343 0.39513285 0.45441853 0.54524091 0.51528227 0.58164102 0.4096112 0.45821408] [-0.42084291] [ 0.56244078 0.65526459 0.47291614 0.55553157 0.33492055 0.38904005 0.49090029 0.7228616 0.53039276 0.32393564] [ 0.13463969] [ 0.38630133 0.62010062 0.46004367 0.57015004 0.33745166 0.4808552 0.47326217 0.5792972 0.54035229 0.52849586] [ 0.92847184] [ 0.35915707 0.68002837 0.45707654 0.63824337 0.48588966 0.54074585 0.40065118 0.57823409 0.56861455 0.5471735 ] [-0.26104954] [ 0.81402728 0.31948445 0.64592667 0.2947802 0.42213331 0.23715632 0.65770896 0.73249264 0.37145991 0.29617229] [ 0.76380035] [ 0.65295203 0.64827901 0.4962031 0.46461733 0.26221556 0.29676528 0.40493652 0.57141207 0.54793822 0.38222713] [-0.41600251] [ 0.45265135 0.71470341 0.40035859 0.56512356 0.36298765 0.53825451 0.36583452 0.55384952 0.48553193 0.62936255] [-0.38640779] [ 0.69294622 0.6369515 0.48505195 0.30384893 0.33594592 0.37595225 0.52891813 0.64452118 0.61733059 0.37021888] [ 0.21738247] [ 0.55405296 0.3418523 0.67505426 0.46268421 0.35458335 0.50299099 0.39827382 0.4873694 0.47213513 0.32662296] [-0.65403322] [ 0.48338529 0.74007332 0.40427454 0.63778379 0.35024067 0.47788315 0.33393599 0.46196182 0.56073851 0.49857202] [ 0.30562198] [ 0.73309459 0.57475989 0.47074613 0.41023163 0.26507893 0.19091691 0.52619852 0.66028337 0.56846604 0.29263824] [-0.34595856] [ 0.39177085 0.35194014 0.65253756 0.57141858 0.43575766 0.5703957 0.35220128 0.40863026 0.30499394 0.52181905] [ 0.10653349] [ 0.41998857 0.67112156 0.35635232 0.48609254 0.40589703 0.78024249 0.34633879 0.66071102 0.55018539 0.58984341] [-0.40368533] [ 0.52481861 0.59767015 0.46696094 0.46565002 0.26541382 0.29898716 0.35752327 0.61942757 0.56153034 0.33139265] [ 0.38685489] [ 0.70811347 0.49650974 0.56124523 0.42300632 0.38314325 0.4179424 0.51050874 0.57829426 0.48087778 0.38622636] [-0.31322326] [ 0.5877378 0.75986455 0.42529222 0.64356569 0.33178738 0.48770846 0.37735055 0.44877021 0.68430673 0.52119979] [-0.03878123] [ 0.52524847 0.59888842 0.45014713 0.56727712 0.28226767 0.52633053 0.41514682 0.50244141 0.53590056 0.38323859] [ 0.53803073] [ 0.36459118 0.70186692 0.41824218 0.61814872 0.37654515 0.68701083 0.42046745 0.50898815 0.4713949 0.63467974] [ 0.20653569] [ 0.34571963 0.44332586 0.6386193 0.41325405 0.54965353 0.76761846 0.3768455 0.48390264 0.35837124 0.6356406 ] [-0.65199843] [ 0.48124261 0.59239754 0.56988073 0.61851381 0.44629851 0.59474441 0.44069427 0.50735257 0.50438747 0.45903848] [ 0.3930276] [ 0.6837665 0.49432362 0.58358644 0.46820353 0.32229691 0.33529522 0.5095879 0.71549766 0.43884868 0.2908438 ] [-0.21603457] [ 0.55754052 0.57672112 0.53497119 0.42389297 0.43317252 0.48576831 0.4905818 0.5994386 0.48976299 0.52112964] [ 0.03689265] [ 0.33436311 0.74888566 0.47455151 0.64699917 0.43938106 0.78792527 0.33864486 0.54262472 0.62732607 0.72174443] [-0.18686406] [ 0.70196613 0.77181063 0.6008338 0.42491072 0.4926039 0.49264646 0.58903864 0.55683021 0.7118602 0.55128486] [ 0.89896385] [ 0.73462146 0.61391271 0.50988079 0.26821841 0.30235042 0.35557328 0.47005362 0.727636 0.58443001 0.4026174 ] [ 0.06400257] [ 0.80175408 0.5429773 0.59322767 0.2841872 0.34733037 0.30830706 0.54044228 0.61038865 0.64074139 0.33968133] [-0.0669373] [ 0.36525308 0.34764955 0.52089383 0.52624891 0.49969633 0.7558169 0.32469756 0.64307525 0.38122223 0.51960377] [ 0.20371055] [ 0.5094294 0.57677821 0.44090203 0.56224528 0.39431818 0.63837628 0.52145158 0.74196155 0.42915841 0.45296128] [ 1.37832015] [ 0.73115466 0.44603364 0.60320015 0.33728974 0.34037548 0.32121941 0.49506052 0.66328225 0.49133845 0.23589872] [ 0.0217225] [ 0.42817822 0.62499937 0.38296592 0.64204837 0.31341159 0.33752742 0.5118606 0.62937412 0.46375308 0.45274361] [ 0.86313584] [ 0.45265772 0.5983736 0.52188402 0.50344675 0.37359365 0.64649884 0.46059646 0.67676336 0.40352407 0.47991889] [ 0.37784746] [ 0.50902497 0.54521324 0.45142007 0.43800322 0.37611539 0.50669836 0.51064936 0.63340157 0.54721937 0.3321001 ] [-0.74331187] [ 0.81420586 0.75532591 0.56959591 0.3284148 0.4475004 0.48736916 0.60855329 0.59602143 0.71264858 0.50051414] [-0.03452498] [ 0.43576329 0.53416646 0.47474995 0.50702015 0.36204446 0.36697374 0.46575844 0.5262793 0.60587702 0.2887041 ] [-0.15834838] [ 0.38508604 0.6829044 0.40869041 0.74596653 0.29901254 0.54129466 0.4042532 0.46188453 0.50837238 0.74902064] [ 0.0099556] [ 0.33745437 0.44910663 0.49217691 0.41614307 0.53797591 0.6169114 0.37465681 0.37225449 0.36067423 0.53758264] [-0.11117625] [ 0.54702399 0.70322127 0.4652364 0.63300925 0.25373716 0.55744966 0.35365655 0.40523162 0.52825056 0.56147244] [ 1.53591512] [ 0.49309427 0.78922086 0.45092967 0.58339015 0.36459731 0.41245854 0.34563071 0.57555592 0.69344949 0.46700667] [ 0.73502812] [ 0.53865683 0.60402596 0.49202144 0.51209293 0.49375335 0.51155208 0.55405497 0.54901981 0.52663491 0.45081127] [-0.26677915] [ 0.42942851 0.72508741 0.3709002 0.62672733 0.34262398 0.63362264 0.34811238 0.48224527 0.54298332 0.66015781] [ 0.04019082] [ 0.75425024 0.58862412 0.58656753 0.32173251 0.36444008 0.26461727 0.599344 0.59548829 0.60573214 0.37924567] [ 1.12872657] [ 0.56230056 0.55218868 0.4737116 0.47368979 0.39218451 0.29934204 0.44827061 0.52239735 0.50712672 0.29459969] [ 0.54037053] [ 0.53441737 0.67863988 0.5274876 0.58972638 0.43435956 0.49903128 0.56142519 0.56085517 0.58496899 0.46856363] [ 1.98412976] [ 0.51224831 0.76526962 0.38888214 0.60544071 0.35145082 0.37899355 0.47738831 0.6875509 0.73055318 0.35834105] [ 1.98912262] [ 0.72347787 0.70946838 0.48759981 0.51450374 0.24432895 0.27117121 0.58604901 0.81972611 0.6318437 0.21806244] [ 0.08488074] [ 0.28822468 0.65860315 0.35342974 0.60504592 0.47630056 0.67628387 0.48480002 0.52023674 0.51702566 0.55200143] [-0.1274718] [ 0.30109814 0.46537128 0.47411018 0.65664568 0.5418789 0.73944832 0.43424249 0.48481972 0.55175926 0.45697184] [-0.02225736] [ 0.45814727 0.41387143 0.62336115 0.38918107 0.37979047 0.54595675 0.50559603 0.62025586 0.48072994 0.36818266] [-0.29566057] [ 0.42591975 0.44192804 0.57615017 0.32752996 0.46763605 0.54737694 0.38725356 0.48580891 0.46384305 0.51165362] [-0.45734889] [ 0.50137576 0.4461994 0.68103391 0.36371696 0.65346421 0.65068538 0.41745331 0.50094856 0.39271953 0.53092937] [-0.3562095] [ 0.38738519 0.54831349 0.59094671 0.50947392 0.40061913 0.65015022 0.38551688 0.42536211 0.42574621 0.53257209] [-1.19906013] [ 0.7176011 0.5677871 0.56021658 0.46261946 0.45504883 0.48675444 0.50647096 0.52803107 0.42725192 0.42772006] [-1.02346027] [ 0.57560448 0.74343036 0.54519968 0.49569191 0.37406995 0.48540274 0.47792131 0.58450102 0.55557687 0.47779337] [-0.08779177] [ 0.3384317 0.62081824 0.52913091 0.52232711 0.57434005 0.58529454 0.39687555 0.44631713 0.51623034 0.68050643] [-0.37676709] [ 0.39551453 0.44274951 0.54003395 0.41162357 0.48204276 0.52775727 0.46002921 0.45256027 0.32266444 0.68405576] [ 1.17453879] [ 0.80821213 0.67649812 0.63139053 0.3202228 0.40562186 0.3616258 0.65428832 0.72137825 0.60879946 0.37835243] [-0.99355755] [ 0.54307337 0.62998971 0.39266806 0.59328348 0.24421802 0.27547394 0.45806572 0.50722692 0.66545933 0.24922896] [-0.24572587] [ 0.74308011 0.51700011 0.55647104 0.3830793 0.35154592 0.2469486 0.48766347 0.59200456 0.46041008 0.34752054] [-0.2865738] [ 0.4456378 0.69961147 0.36775506 0.61574119 0.49607511 0.67836397 0.4296093 0.57247889 0.49711527 0.54852124] [-0.44764268] [ 0.35220529 0.59880565 0.46184147 0.61542496 0.40054886 0.55487999 0.39325713 0.50171174 0.53362693 0.48777537] [ 1.00991024] [ 0.75449951 0.56816167 0.55217889 0.40610775 0.23766108 0.32083274 0.52183694 0.68236544 0.52525834 0.35307778] [-0.12476761] [ 0.3530272 0.36236847 0.62164524 0.42705751 0.47036146 0.47324582 0.41587952 0.53162049 0.35655721 0.41194658] [ 0.28095946] [ 0.42704772 0.52576766 0.49212475 0.49484913 0.29374302 0.33562348 0.48644311 0.6235846 0.48830967 0.34032852] [ 1.1334396] [ 0.60631476 0.47624332 0.58649552 0.42526229 0.32160877 0.49333486 0.52747693 0.79301136 0.41599328 0.31959088] [-0.32166289] [ 0.37716393 0.52185306 0.58543341 0.59567792 0.40418259 0.57519452 0.35599982 0.42456296 0.40164593 0.58037753] [ 0.52357448] [ 0.72323703 0.64392926 0.60495842 0.40144213 0.31817574 0.42709661 0.6266681 0.77991054 0.59820492 0.39199409] [-0.43940202] [ 0.51500725 0.70043303 0.37419765 0.68843004 0.23750421 0.2510578 0.52505153 0.68393275 0.58206354 0.60197772] [ 1.27026932] [ 0.28504492 0.67933011 0.37919813 0.62587065 0.42660863 0.5971071 0.3833524 0.60848464 0.56996721 0.59034123] Progress: 32.6% ... Training loss: 0.410 ... Validation loss: 0.650[ 0.4549781] [ 0.21116123 0.48654052 0.63110416 0.5661043 0.47740727 0.77212091 0.31909591 0.26974319 0.34723284 0.6509397 ] [-0.91050209] [ 0.60004683 0.76591194 0.46889653 0.47066803 0.48805396 0.54089148 0.45446724 0.59256481 0.57268906 0.59095617] [ 0.66703229] [ 0.40817565 0.63154487 0.5058643 0.56119772 0.36114591 0.49846783 0.33396719 0.45418101 0.50824688 0.52608513] [ 0.56888164] [ 0.44159568 0.5256074 0.52396223 0.47955151 0.42978935 0.70764234 0.37536467 0.69644304 0.45641472 0.50856157] [ 0.35360139] [ 0.63601471 0.49658792 0.59850431 0.29531692 0.39185522 0.25159475 0.496867 0.61958657 0.49975034 0.38704819] [ 1.81882165] [ 0.63686964 0.72971092 0.46548503 0.40640322 0.35019548 0.31701165 0.45679664 0.65362153 0.72606457 0.40750352] [-0.30712185] [ 0.39281407 0.50479236 0.502992 0.49499866 0.48248089 0.63450333 0.32799219 0.5821622 0.46399309 0.56096699] [-0.6637093] [ 0.46760745 0.36771675 0.63938713 0.41470313 0.47518702 0.4941908 0.42392316 0.44635573 0.3708415 0.41233363] [-0.30774247] [ 0.37061026 0.42680121 0.54024527 0.4764422 0.47671704 0.62703236 0.45562649 0.56937336 0.32193065 0.4893101 ] [-1.52211031] [ 0.67433018 0.75627537 0.43128362 0.5027014 0.3169335 0.33365617 0.55377669 0.68331557 0.66671873 0.35114896] [ 0.0761016] [ 0.78549211 0.56006154 0.58149975 0.3709165 0.41495617 0.3993369 0.63618855 0.64489777 0.54814756 0.37773371] [-1.08063795] [ 0.51426402 0.5774261 0.48566765 0.56481618 0.32573068 0.58813163 0.38725567 0.65460032 0.41688414 0.40393871] [-0.86399995] [ 0.43994036 0.24693575 0.74873954 0.36463631 0.44555792 0.5392236 0.47125802 0.42782462 0.34955747 0.37240421] [ 0.64729398] [ 0.68439632 0.71485273 0.56008602 0.47240641 0.4420691 0.518402 0.43111815 0.57115523 0.65192624 0.52821107] [-0.49837808] [ 0.50581902 0.71233391 0.46519979 0.47651117 0.36236614 0.52750953 0.44447984 0.49735354 0.61158784 0.60635223] [-0.68349265] [ 0.6788169 0.63573117 0.53519731 0.33023866 0.39302429 0.53417896 0.6046473 0.57335645 0.54254284 0.46057261] [-0.03992614] [ 0.54689546 0.75731291 0.42570216 0.50440619 0.43701354 0.6356333 0.44740651 0.60736514 0.58564385 0.59445908] [ 0.4447849] [ 0.71887534 0.55894456 0.58914256 0.31656008 0.39932598 0.36867176 0.53881897 0.56904699 0.54228018 0.52220288] [-0.68436795] [ 0.61534583 0.42446843 0.67371046 0.29720149 0.44018062 0.37569361 0.51345188 0.69236957 0.46527174 0.39514079] [ 0.98300776] [ 0.67630866 0.54038559 0.55874024 0.41944723 0.34473813 0.29517231 0.48782702 0.6678121 0.51343616 0.32766407] [-0.45569989] [ 0.5443632 0.74958077 0.44155959 0.68059838 0.4828903 0.66127354 0.37947902 0.55128065 0.50201496 0.66096003] [-0.52297512] [ 0.34697355 0.65344394 0.42481911 0.66535088 0.38711746 0.61639832 0.47287996 0.55175794 0.41932967 0.53371771] [ 0.0119889] [ 0.66886074 0.56380938 0.56795347 0.48308084 0.27891538 0.42443069 0.40332426 0.52978059 0.60491344 0.45837015] [-0.94532887] [ 0.69536804 0.31914478 0.69142531 0.3389667 0.39731934 0.4578434 0.46014796 0.61980362 0.39161884 0.37130856] [-0.07438309] [ 0.5148379 0.6458633 0.56541894 0.54254106 0.46309129 0.53481788 0.5441492 0.63440101 0.56213118 0.54610119] [-0.05270522] [ 0.55030588 0.54854051 0.57546206 0.50084228 0.45785456 0.41435572 0.41907578 0.47705752 0.55708852 0.46192438] [ 0.16641785] [ 0.60726057 0.55744119 0.50137956 0.41303758 0.40552209 0.26849286 0.48108772 0.60377225 0.51789253 0.43995028] [-0.52825734] [ 0.71009913 0.6007134 0.53810449 0.24704868 0.3589218 0.39213889 0.49374144 0.57367088 0.46520883 0.46353649] [ 0.30141797] [ 0.28818455 0.66979622 0.39540191 0.65098482 0.33522569 0.5585575 0.35354097 0.50943898 0.49069829 0.60904834] [-0.12608787] [ 0.21688663 0.42478913 0.45745264 0.55904789 0.52266166 0.7058072 0.48556579 0.56702941 0.31744623 0.46472164] [-0.21440554] [ 0.52744337 0.74716446 0.45870935 0.57179546 0.27127677 0.59029157 0.43986247 0.49215703 0.5621116 0.57990371] [-0.17062436] [ 0.51377545 0.61785143 0.46428768 0.54274667 0.30260086 0.60786838 0.44231395 0.48068364 0.53466067 0.48081054] [ 0.44120549] [ 0.41573722 0.62606215 0.40635469 0.62187307 0.43153837 0.55228937 0.46616303 0.51828775 0.51481996 0.58243578] [-0.31322584] [ 0.61833657 0.60937424 0.4691516 0.5220755 0.33268054 0.38551091 0.50855708 0.65255713 0.58489531 0.31015621] [-1.20685325] [ 0.6581719 0.73283565 0.46576914 0.66903497 0.38316448 0.32162213 0.46978712 0.72575846 0.58064419 0.61369127] [-0.40794477] [ 0.49669877 0.78025319 0.43127248 0.55922668 0.32664638 0.71523766 0.39500588 0.51191692 0.60861287 0.69380287] [-0.62288998] [ 0.62967588 0.56784262 0.37221309 0.46726215 0.37869734 0.4442332 0.54634233 0.679669 0.44544211 0.24264792] [ 0.55944504] [ 0.2219659 0.41258733 0.58165803 0.61113221 0.40905282 0.60484559 0.32835151 0.39375433 0.53998512 0.42860815] [-1.10861986] [ 0.63796454 0.67499494 0.42420727 0.37656633 0.30636458 0.39125549 0.47938204 0.65546364 0.50905598 0.3255623 ] [-0.95888075] [ 0.58362585 0.55266597 0.59833351 0.4626705 0.6255183 0.4307243 0.42499237 0.42293865 0.38331774 0.48376296] [-0.86391564] [ 0.61594423 0.52659747 0.54551499 0.46798874 0.44472472 0.6344602 0.42621877 0.56213688 0.3648568 0.51019351] [-0.04715086] [ 0.41790775 0.62307717 0.51646438 0.50343179 0.46263777 0.66181865 0.41466109 0.55579195 0.54594891 0.66094181] [-0.8002514] [ 0.77921015 0.52624379 0.55745218 0.40609281 0.32904579 0.36871953 0.39857801 0.588377 0.55434361 0.3376934 ] [-0.48704499] [ 0.61174331 0.47915113 0.57502437 0.35010036 0.35690602 0.5995696 0.50842557 0.67473236 0.3670813 0.39604399] [ 0.27912535] [ 0.18728261 0.51020664 0.50110002 0.68800072 0.46075483 0.76733159 0.37479947 0.30701991 0.49048993 0.57119958] [ 0.01908038] [ 0.28742669 0.60122582 0.5197781 0.65515074 0.52816179 0.65531534 0.41143631 0.34301658 0.52261683 0.53762445] [-0.42739439] [ 0.53824435 0.63865348 0.41724875 0.59520587 0.35075018 0.50577512 0.46672791 0.64898426 0.64274546 0.44449468] [ 0.04636869] [ 0.64960072 0.6949656 0.52378887 0.62305428 0.46759651 0.35876701 0.48391732 0.58823126 0.72820662 0.34678874] [ 0.08183592] [ 0.40656434 0.70213624 0.34382414 0.57533077 0.41887069 0.72064436 0.37128151 0.58878473 0.59391341 0.54675376] [-0.08982685] [ 0.28508769 0.75004644 0.42347296 0.69000782 0.44320629 0.6766026 0.46221965 0.53081133 0.53240651 0.68119627] [ 0.37378298] [ 0.43739033 0.40986093 0.60596791 0.40267413 0.57666624 0.59802352 0.36841234 0.56745888 0.47804771 0.45610754] [-0.02642639] [ 0.49209012 0.60932258 0.50124759 0.608533 0.29006175 0.67711301 0.3777031 0.50056503 0.46968322 0.55226359] [-0.80444904] [ 0.45748865 0.7843369 0.35038822 0.72059146 0.36218741 0.53317925 0.45974644 0.54726415 0.53549534 0.52698375] [ 0.22829541] [ 0.42776274 0.36957768 0.61554661 0.35834221 0.50933992 0.51633538 0.40997407 0.49706521 0.38854327 0.39816897] [-0.27993411] [ 0.51142721 0.33989506 0.57193886 0.30621317 0.47904054 0.42078458 0.55990461 0.54111805 0.39446969 0.27868816] [ 0.16869887] [ 0.49528915 0.30274411 0.70735425 0.38314322 0.4549788 0.44937285 0.40639622 0.43474559 0.34008645 0.4035163 ] [-0.05227439] [ 0.488627 0.56283968 0.53545441 0.57953033 0.29958547 0.58939441 0.39581328 0.55780837 0.5986958 0.4372473 ] [ 0.69521498] [ 0.69193721 0.58914796 0.51924512 0.25019101 0.42148746 0.37243818 0.44917448 0.57821808 0.55349472 0.43794333] [ 0.05103431] [ 0.50144788 0.24905971 0.73351337 0.35482517 0.49896197 0.44705097 0.49883903 0.43983034 0.37898059 0.28222782] [-0.66448786] [ 0.53266153 0.80546493 0.40731787 0.5494825 0.45686439 0.63821006 0.41777333 0.58879605 0.57578413 0.65536946] [ 0.21776429] [ 0.40484527 0.76031518 0.3647101 0.65794918 0.3179002 0.33228273 0.40776577 0.58134149 0.60115165 0.57926513] [-0.18815753] [ 0.71947534 0.68206701 0.58687807 0.54411471 0.41992914 0.39089272 0.46382713 0.6829803 0.65681247 0.41992349] [ 0.04186603] [ 0.5999142 0.54276972 0.49965679 0.39564776 0.41408066 0.28872326 0.41145457 0.52401116 0.49861092 0.48872637] [-0.42536104] [ 0.35760853 0.59122342 0.47275473 0.59598257 0.30698513 0.49276701 0.38960248 0.48967016 0.52700583 0.47204873] [-0.3403132] [ 0.6241686 0.59754041 0.5599594 0.4695265 0.48528258 0.51100458 0.47344766 0.62842579 0.6396037 0.4898182 ] [-0.72263953] [ 0.57782271 0.78611042 0.49088275 0.58820008 0.42414334 0.59627604 0.46230696 0.49229927 0.59963201 0.55192482] [-0.62647768] [ 0.40811704 0.57932695 0.39277006 0.56830587 0.31584838 0.34959671 0.41995837 0.55198917 0.52690694 0.37134464] [-0.46059976] [ 0.52368241 0.51569006 0.40759623 0.38239148 0.36091973 0.57574574 0.40572544 0.58511812 0.39348598 0.39650544] [ 0.02270312] [ 0.36395646 0.74715952 0.3947655 0.71620471 0.32552644 0.70250379 0.39293182 0.40480136 0.59772822 0.66321574] [-0.96998057] [ 0.52150326 0.70839445 0.37051127 0.50927961 0.28110535 0.46216815 0.42312392 0.63883513 0.52241419 0.36412289] [-0.15908379] [ 0.51290592 0.69461959 0.53129291 0.46698939 0.36903907 0.5960034 0.42269963 0.40364736 0.53739091 0.62422294] [-0.2549364] [ 0.37502602 0.24751896 0.72988757 0.25728858 0.56307642 0.55825634 0.48085253 0.38012929 0.34844372 0.42076624] [-0.13251062] [ 0.28927538 0.68594546 0.38003617 0.60768185 0.4153138 0.67879619 0.33849036 0.45040494 0.51831604 0.53576703] [-0.8221556] [ 0.69546762 0.44452141 0.63716051 0.4103143 0.36072425 0.24787079 0.41713365 0.57064038 0.52256757 0.29005585] [-0.33482223] [ 0.49537162 0.76148884 0.41602383 0.67104814 0.4686843 0.76257618 0.39648151 0.60205605 0.52655047 0.62988183] [-0.03519898] [ 0.57275198 0.71968969 0.42264325 0.59245758 0.40572571 0.5360809 0.37465839 0.59148576 0.57558754 0.46745545] [-0.06797743] [ 0.27918685 0.39461449 0.60096326 0.61697705 0.44232317 0.63498975 0.34946241 0.35732848 0.48517351 0.43923031] [ 0.36233763] [ 0.25921423 0.6678814 0.44753376 0.64246833 0.59423494 0.69201352 0.34748757 0.31239492 0.44555212 0.72232884] [-0.45569399] [ 0.21212025 0.58196703 0.4871414 0.60626726 0.39379776 0.58756041 0.44166036 0.3999681 0.60032741 0.44044541] [-0.37252659] [ 0.26930354 0.63248245 0.40812251 0.59381961 0.42875063 0.5885177 0.52988462 0.55498423 0.57896827 0.44239701] [ 0.41990073] [ 0.6801927 0.50085697 0.60722951 0.31073397 0.45703159 0.35363421 0.50904148 0.62501477 0.39316155 0.39317641] [-0.41062129] [ 0.34451879 0.74081602 0.39173714 0.64342423 0.34948971 0.7148788 0.53550269 0.65759124 0.48501038 0.49374764] [-0.51626986] [ 0.76650622 0.53308078 0.496041 0.41206129 0.27768285 0.23591563 0.57392839 0.55323107 0.58367693 0.2795333 ] [-0.77361671] [ 0.8165453 0.5453704 0.57315828 0.34048855 0.45247422 0.38299467 0.56459379 0.60462635 0.55877121 0.34603296] [-0.57102459] [ 0.34212431 0.37070138 0.51424216 0.56020772 0.47491748 0.55637196 0.36063087 0.52655779 0.41578794 0.4549432 ] [-0.94698568] [ 0.51306545 0.6172408 0.42704858 0.5405909 0.39288964 0.38983814 0.34232748 0.56103416 0.39592577 0.58615063] [ 0.50081619] [ 0.64581453 0.45656581 0.49846697 0.30295784 0.36283367 0.23763096 0.50624136 0.69329417 0.48412699 0.22760277] [-0.21609388] [ 0.35634664 0.49431616 0.58276075 0.41520594 0.46458481 0.59143836 0.45916544 0.55038931 0.52694138 0.53923016] [-0.26057879] [ 0.27298836 0.63564066 0.57264973 0.54398339 0.41268085 0.65753539 0.41352787 0.45542308 0.48316708 0.60446374] [ 0.25767604] [ 0.41298573 0.75240502 0.35013876 0.69691338 0.29248243 0.53010976 0.44797024 0.4403147 0.59949292 0.54088198] [ 0.43720805] [ 0.49111408 0.50447943 0.46060213 0.302568 0.41234115 0.36520113 0.49473827 0.56932146 0.54844849 0.2591082 ] [-0.16581339] [ 0.41945265 0.31336523 0.69415624 0.33557917 0.57089672 0.66516448 0.38526708 0.46132023 0.38569121 0.55833107] [-0.69604166] [ 0.47127513 0.63061987 0.43727727 0.55332259 0.34743211 0.45593299 0.32026287 0.52183613 0.42623227 0.50357441] [-0.72554565] [ 0.54821798 0.42453088 0.59988531 0.31644014 0.42417464 0.50032066 0.4654968 0.49435194 0.40989424 0.37926851] [-0.55431393] [ 0.5243827 0.52536784 0.49387521 0.37099417 0.53332689 0.6111758 0.32858909 0.51814323 0.36428848 0.62440179] [ 0.56497678] [ 0.39264148 0.6179418 0.4941722 0.60019217 0.40936365 0.43025922 0.41042939 0.55683821 0.69742408 0.43044128] [-0.60131138] [ 0.43552927 0.66121525 0.47187217 0.60799216 0.39593887 0.51000584 0.4432768 0.45741364 0.53944098 0.47266988] [ 0.30650253] [ 0.43528527 0.39640388 0.64368323 0.3466648 0.51279058 0.43954221 0.36664898 0.53627292 0.37729452 0.45184077] [-0.18623154] [ 0.40322476 0.68084629 0.50309889 0.64539994 0.41850743 0.58413388 0.33163543 0.57110457 0.54805101 0.55107752] [-0.58193414] [ 0.49134234 0.64361792 0.42094291 0.48445781 0.45253826 0.56968821 0.33956844 0.52489314 0.43817728 0.63909078] [-0.95796984] [ 0.49194535 0.61550453 0.43743941 0.58281079 0.38679925 0.32214486 0.39272089 0.45597358 0.35897685 0.55389029] [-0.36942748] [ 0.42302623 0.41098604 0.6340948 0.53281731 0.47859646 0.6856501 0.44506511 0.44682346 0.28697655 0.52851389] [ 0.40540951] [ 0.56667905 0.6374164 0.51903824 0.43400909 0.39176314 0.44075958 0.52395317 0.65274165 0.49740095 0.48496483] [-0.47317131] [ 0.71438301 0.77787802 0.45221405 0.4583024 0.33643063 0.45177708 0.51206512 0.72233617 0.70168708 0.51735755] [-0.15424944] [ 0.26226999 0.36589749 0.52243554 0.68363316 0.35735374 0.73734076 0.32972487 0.4658589 0.42656804 0.42846842] [ 0.41731985] [ 0.59881273 0.64746798 0.45798717 0.4659427 0.35359165 0.34192744 0.42465054 0.60899727 0.67982063 0.36289905] [-0.11010771] [ 0.31767867 0.57705567 0.54773673 0.54279604 0.49588202 0.67462149 0.41693661 0.39821196 0.50113312 0.60440796] [-0.31435626] [ 0.31272123 0.60977329 0.47504687 0.53051527 0.42313252 0.65033599 0.48825525 0.66150805 0.58585436 0.54541328] [ 0.43201386] [ 0.38551759 0.51069482 0.53719955 0.5883133 0.29092166 0.68977729 0.34898283 0.5506667 0.45127903 0.45718645] [-0.79404982] [ 0.79821516 0.59101246 0.50906018 0.42585507 0.28226793 0.25916627 0.44848098 0.56839699 0.60306656 0.40406923] [ 0.33086038] [ 0.2857002 0.70162243 0.45367672 0.62810968 0.51018865 0.71201506 0.3942506 0.56560705 0.43935648 0.62925371] [-0.77383082] [ 0.67579822 0.58830613 0.56680671 0.31786221 0.46097702 0.52190988 0.57185058 0.67345307 0.53488784 0.4709512 ] [-0.18407369] [ 0.32873735 0.64221264 0.43392184 0.49219657 0.33759068 0.4437058 0.56390427 0.52592775 0.56178983 0.49418419] [-0.57355561] [ 0.51145154 0.66612497 0.52616493 0.71683273 0.5233942 0.60724028 0.4242836 0.5173996 0.5850312 0.48812597] [-0.40799927] [ 0.63428382 0.53346168 0.4804765 0.2928702 0.46009788 0.3872416 0.42871091 0.50178826 0.38387942 0.55834968] [ 0.01864057] [ 0.27171557 0.50570878 0.47160111 0.68128124 0.53564227 0.72937303 0.47888162 0.40062906 0.44586577 0.57473172] [ 1.96914966] [ 0.5185855 0.49896706 0.46382935 0.4478235 0.36902971 0.39376075 0.55605671 0.71079171 0.53920747 0.20896354] [-0.34301634] [ 0.43522464 0.49706304 0.55717221 0.34286572 0.45277227 0.57216816 0.47577376 0.45469095 0.56602867 0.43992344] [-0.91392501] [ 0.57114034 0.65695107 0.56357652 0.6091075 0.4228738 0.52227759 0.43296999 0.64647426 0.50866244 0.50743441] [ 0.14239779] [ 0.77724914 0.32964577 0.66065081 0.18859537 0.44783814 0.32535121 0.51787607 0.57284297 0.46071118 0.28990098] [-0.28383166] [ 0.73451063 0.48706384 0.57018188 0.45766562 0.37824893 0.37674393 0.57687345 0.67847579 0.46107429 0.46224506] [-0.33798231] [ 0.5444204 0.27040238 0.65806841 0.20830326 0.50962786 0.41634269 0.51626567 0.5167277 0.3744485 0.30800259] [-0.74144457] [ 0.58958135 0.58491935 0.41101544 0.57629527 0.2846463 0.482521 0.48160601 0.735505 0.54415009 0.38984796] [-0.12997102] [ 0.36176113 0.52180426 0.45883551 0.57069497 0.52483786 0.74485933 0.33911699 0.53811859 0.38893642 0.60283627] [-0.95679424] [ 0.46910766 0.62788111 0.46919241 0.45498085 0.37771428 0.48006386 0.401445 0.49176771 0.56053782 0.50095425] [-0.22689059] [ 0.4002211 0.47759422 0.57551003 0.57616945 0.59427033 0.50761909 0.34382385 0.46799624 0.4678814 0.56808439] [-0.24888384] [ 0.48032103 0.5485255 0.38855738 0.46618893 0.36236782 0.65438458 0.48412026 0.63196387 0.44634375 0.39799463] [ 2.10935114] [ 0.58073087 0.43392497 0.53236925 0.43571665 0.30879608 0.36434435 0.53985169 0.78703722 0.46052696 0.19058355] Progress: 32.9% ... Training loss: 0.417 ... Validation loss: 0.663[-0.26863304] [ 0.40239681 0.60424917 0.36718403 0.60777231 0.42879881 0.73311527 0.38110435 0.71856046 0.53051536 0.55313046] [ 0.32186032] [ 0.37141151 0.48325128 0.54581061 0.4822711 0.51595688 0.67023818 0.36520129 0.60507881 0.53716223 0.4930057 ] [-0.79491327] [ 0.58420909 0.70287084 0.39222471 0.67011441 0.42508268 0.3152438 0.56416669 0.68569031 0.69598907 0.56060441] [ 0.15561753] [ 0.34283369 0.52285715 0.47435967 0.59458467 0.58888489 0.68249425 0.37085358 0.42471484 0.3977997 0.57093471] [ 0.29261903] [ 0.47758396 0.59296926 0.43575859 0.61436148 0.37764677 0.59057964 0.52949851 0.59658837 0.49151929 0.44191944] [ 0.32341015] [ 0.44228483 0.46814326 0.471861 0.39223747 0.34736767 0.47094412 0.48900942 0.61872853 0.38665348 0.39435091] [-0.57455922] [ 0.83649582 0.6363241 0.62501787 0.34437606 0.4378274 0.35445477 0.50569724 0.73726149 0.65279507 0.4052775 ] [-0.025836] [ 0.42117148 0.49568486 0.36427892 0.50688646 0.40139937 0.74212904 0.37374685 0.64699961 0.50855363 0.44734538] [-0.25745303] [ 0.36798053 0.62681852 0.41736063 0.64624054 0.34170427 0.71629965 0.42305774 0.57818743 0.47212672 0.48965387] [-0.01945825] [ 0.38988904 0.70675245 0.41304311 0.63002299 0.36104327 0.61131703 0.48770092 0.51209125 0.48188063 0.49900008] [-0.32227735] [ 0.60306567 0.67713298 0.38989354 0.40787041 0.32265867 0.34793409 0.42283673 0.55844223 0.45727169 0.51723919] [ 2.54126478] [ 0.69623851 0.47123142 0.49265278 0.3347884 0.26070956 0.24464204 0.58169547 0.78281149 0.54390995 0.17167585] [-0.2733332] [ 0.54282011 0.64769764 0.477604 0.39539728 0.38248949 0.42677297 0.41564108 0.61018054 0.48810811 0.54823173] [ 2.02431361] [ 0.63108868 0.73951077 0.38791084 0.47215294 0.28939273 0.27956489 0.47465299 0.67563026 0.67175601 0.34527663] [ 0.49979576] [ 0.27755416 0.44991401 0.59642676 0.49818977 0.61562667 0.81748914 0.36770603 0.41837926 0.40657284 0.69539134] [ 0.54691089] [ 0.2202648 0.55862003 0.56518987 0.50449398 0.52647509 0.74061786 0.3768218 0.31271619 0.38717094 0.6782755 ] [-0.1870247] [ 0.37180044 0.49698922 0.49637798 0.5746624 0.48595118 0.67925536 0.40700296 0.52051191 0.54815042 0.4905046 ] [-0.52438214] [ 0.51162602 0.25035561 0.66820414 0.48727179 0.453358 0.46253944 0.46247457 0.49836465 0.31682036 0.55654369] [ 2.08543569] [ 0.64702443 0.65406412 0.49897879 0.42633758 0.34323686 0.47406945 0.47985324 0.56294512 0.47263889 0.44251153] [-0.05944126] [ 0.29727995 0.6173725 0.48591609 0.59057122 0.40772423 0.68413922 0.33463557 0.58470356 0.49311555 0.54320146] [ 0.45012396] [ 0.56597235 0.49559988 0.53528318 0.4083921 0.54598536 0.40669106 0.48843202 0.49838714 0.50186766 0.36878942] [-0.53794769] [ 0.67814647 0.80457416 0.52359284 0.34855673 0.38882414 0.49253402 0.60402901 0.71513435 0.66484806 0.58252166] [ 0.14709227] [ 0.2638247 0.52764718 0.53255843 0.61581515 0.49065227 0.58635087 0.3850411 0.45716101 0.60736107 0.5504453 ] [ 0.69983067] [ 0.46142534 0.40445207 0.55158053 0.57998195 0.51891925 0.41089499 0.45957531 0.48676431 0.43598962 0.45556211] [-0.12907239] [ 0.4262106 0.43175118 0.45605122 0.6015785 0.41514807 0.38532621 0.43557525 0.53508922 0.40451199 0.34088471] [ 1.80524174] [ 0.45241088 0.59565335 0.50643267 0.39467736 0.4771251 0.51347879 0.42423863 0.6172911 0.58239764 0.45708602] [ 0.01504731] [ 0.31051679 0.629766 0.40606078 0.66363094 0.32218942 0.58476481 0.4064208 0.52320502 0.60419823 0.46717234] [-0.12125205] [ 0.39723001 0.54854011 0.49194912 0.51612929 0.44503699 0.60324234 0.36364053 0.51898511 0.46582248 0.52842467] [-0.50584601] [ 0.47714662 0.75803684 0.42702059 0.52235668 0.32033567 0.58415688 0.46190421 0.49514308 0.6950414 0.59495004] [ 1.37877252] [ 0.54622813 0.67901395 0.45293201 0.483421 0.33644389 0.52509965 0.54621203 0.74169864 0.59000861 0.38137513] [-0.1976889] [ 0.30357029 0.63037749 0.40882805 0.62911622 0.34352851 0.58997202 0.48715152 0.5467771 0.6054262 0.44920817] [ 1.52414631] [ 0.69595473 0.43924696 0.60062512 0.41887478 0.29220342 0.29217115 0.44411489 0.67213159 0.51964732 0.31790218] [-0.33199682] [ 0.60504845 0.53838043 0.56698333 0.36735183 0.45291745 0.42528714 0.63034019 0.62447599 0.46528405 0.43737956] [-0.27705288] [ 0.67467668 0.37512972 0.64277695 0.25542128 0.40953596 0.56671358 0.53987666 0.65655463 0.30630055 0.36218585] [ 0.36698747] [ 0.54989353 0.61058421 0.60599246 0.33413324 0.59883237 0.38143121 0.49645621 0.56659356 0.51021182 0.56821722] [ 1.84034806] [ 0.70606692 0.36151021 0.57042895 0.24915324 0.29776097 0.21480896 0.62871514 0.78443913 0.50997963 0.13877678] [ 0.65660417] [ 0.70303319 0.50227402 0.5367824 0.37152286 0.47171468 0.30446222 0.50728836 0.57446822 0.447926 0.42989373] [ 0.89620006] [ 0.26753583 0.42606728 0.50801107 0.53475288 0.42039977 0.52573099 0.39028241 0.3736974 0.40999234 0.38622695] [-0.23615758] [ 0.52096779 0.44553087 0.53837167 0.30119648 0.55557386 0.47668921 0.3935391 0.48292256 0.3606813 0.56430996] [ 2.11583224] [ 0.80478807 0.61483981 0.52301911 0.23283628 0.31792108 0.14804067 0.50782494 0.71658874 0.5811225 0.34783104] [ 0.38741043] [ 0.58522319 0.62436286 0.51848679 0.41008181 0.33946128 0.5443254 0.54804384 0.71811053 0.54621 0.40769519] [-0.3139647] [ 0.65294284 0.47650815 0.6139795 0.41965068 0.44521445 0.30755616 0.43702949 0.54437042 0.48489177 0.51108569] [-0.07920218] [ 0.48782315 0.7216469 0.35577726 0.57769922 0.32134534 0.43457675 0.3557796 0.59495418 0.57667134 0.51325587] [ 1.32959117] [ 0.57718059 0.69389145 0.49512337 0.46632818 0.2792183 0.43932721 0.56321782 0.78360761 0.54524122 0.38064813] [ 0.00568342] [ 0.66206241 0.67473778 0.59883362 0.39693766 0.41178087 0.57397051 0.55616157 0.67060343 0.67323826 0.56229906] [-0.35023806] [ 0.72649544 0.54697758 0.56254143 0.44998743 0.45120288 0.3951708 0.59121261 0.60460331 0.43714184 0.57591477] [ 0.53966103] [ 0.62137237 0.61091252 0.51953223 0.47874307 0.35022343 0.49798974 0.54180316 0.71728578 0.47272626 0.4730525 ] [-0.16153598] [ 0.48968789 0.42119903 0.49731312 0.46529746 0.34835751 0.49866304 0.43713396 0.48351222 0.46189394 0.41272588] [ 0.07521419] [ 0.46463853 0.66130784 0.53217634 0.55256784 0.5209854 0.70326715 0.39064049 0.5067574 0.47895253 0.66238807] [ 0.16560059] [ 0.42422221 0.58408757 0.51274289 0.53917085 0.37374188 0.60338489 0.3886778 0.50084719 0.41835803 0.55445192] [ 0.5895288] [ 0.64137732 0.66148658 0.42971882 0.53111979 0.38378505 0.34583913 0.46837055 0.60829359 0.55512499 0.48373639] [ 0.33543353] [ 0.3416657 0.55422206 0.53043448 0.4681903 0.57992897 0.69782108 0.30540918 0.42063526 0.40195869 0.70484084] [-0.10479185] [ 0.34059925 0.32918375 0.67683612 0.40173168 0.50065056 0.72248235 0.39821757 0.39716423 0.39304727 0.50331334] [ 0.45179796] [ 0.60877654 0.60504228 0.51717765 0.5555172 0.2867825 0.41739075 0.45321482 0.44094225 0.53550085 0.48664731] [ 0.32781325] [ 0.38845092 0.63625584 0.47608166 0.53444744 0.44710824 0.59355145 0.44246754 0.61139192 0.59462455 0.54954248] [-0.08329961] [ 0.37496948 0.4380172 0.61227942 0.64017488 0.41792229 0.65817576 0.35796139 0.3747665 0.39317386 0.45664235] [-0.21390961] [ 0.52148401 0.56917135 0.58230936 0.39541296 0.5374393 0.49270718 0.47251968 0.40673218 0.47845606 0.58086752] [ 0.55466875] [ 0.4363219 0.46224735 0.56573065 0.46617503 0.57175823 0.62637565 0.56389263 0.54041208 0.42774651 0.50349016] [-0.53478146] [ 0.5988929 0.47278117 0.62476272 0.30340559 0.65987513 0.60024597 0.3450477 0.5617106 0.33796972 0.57224147] [-0.28985418] [ 0.4494513 0.37693512 0.65050148 0.43953968 0.49302201 0.52072512 0.39646798 0.38277842 0.32567243 0.44036385] [ 1.06094621] [ 0.67495625 0.50259897 0.52815301 0.32981807 0.3827784 0.22708499 0.43474979 0.56062677 0.53261518 0.29024829] [-0.48674345] [ 0.51367675 0.62011335 0.42179847 0.57977569 0.31256332 0.56179418 0.31639748 0.59214113 0.50940564 0.49261282] [ 0.02538407] [ 0.43865269 0.14333905 0.74901969 0.29325868 0.55755487 0.5567813 0.385485 0.40724919 0.25386917 0.31208181] [-0.02124849] [ 0.44920801 0.55320544 0.53183359 0.50934166 0.47849087 0.60460647 0.5438827 0.52336555 0.44168938 0.5925008 ] [ 0.81750135] [ 0.64724665 0.41884925 0.634014 0.31020417 0.47931266 0.42475007 0.43632966 0.56701497 0.52880636 0.39914725] [-0.37384762] [ 0.53389466 0.80311478 0.3658609 0.56995587 0.44049506 0.67004134 0.4821694 0.57359447 0.62829361 0.66190191] [-0.24520676] [ 0.59718353 0.55639787 0.54764548 0.52628427 0.50104903 0.4137402 0.44205499 0.60072379 0.61311028 0.3361298 ] [-0.71847119] [ 0.35022882 0.75559387 0.34136064 0.60799481 0.40097287 0.46594977 0.47331048 0.65870484 0.69718637 0.41542795] [ 0.4849194] [ 0.61914425 0.42208886 0.59587401 0.26083252 0.50443418 0.43345976 0.48202394 0.63162526 0.52869808 0.35323415] [ 0.95517937] [ 0.66676768 0.6712109 0.44658942 0.47012464 0.28319978 0.44392406 0.48362025 0.60815508 0.6312113 0.4239053 ] [-1.30999901] [ 0.70282631 0.5587097 0.6538548 0.28932575 0.50105267 0.46235606 0.50709724 0.5847163 0.5390063 0.46784684] [ 0.00100128] [ 0.52860345 0.55545066 0.52622685 0.55001419 0.42576343 0.58662184 0.31374958 0.62705107 0.57345435 0.48593359] [ 0.08764491] [ 0.80423041 0.54504603 0.51432813 0.49597973 0.24230394 0.19036718 0.56582543 0.69614021 0.59038098 0.3124072 ] [-0.8092729] [ 0.66716348 0.78000088 0.46966109 0.55209701 0.36312418 0.48835034 0.48977954 0.6257671 0.61817375 0.60648373] [ 1.37026725] [ 0.71260729 0.52111193 0.61202476 0.46098202 0.47094427 0.306614 0.48267014 0.64986958 0.50415079 0.40733389] [ 0.08789346] [ 0.35896281 0.49160619 0.40713612 0.55404427 0.37792338 0.59546412 0.39035939 0.53620338 0.40942088 0.44205557] [-0.77233527] [ 0.64039937 0.71103367 0.40932429 0.55567375 0.3054956 0.43360875 0.34075154 0.4904199 0.54458097 0.50396002] [-0.72538852] [ 0.49347364 0.66271354 0.46862623 0.61986788 0.42639163 0.44155493 0.47712895 0.5780607 0.65152676 0.37793456] [ 0.78837049] [ 0.69617483 0.60358246 0.49868887 0.39955707 0.35377226 0.34499478 0.45751676 0.62938817 0.54240798 0.41197557] [-0.03598961] [ 0.43603487 0.3798219 0.62064081 0.39632082 0.54299336 0.67083772 0.38577054 0.5163614 0.35823591 0.50355556] [-0.54767004] [ 0.63732959 0.55355454 0.44254932 0.39618723 0.36943598 0.36572765 0.47505835 0.65873081 0.39814049 0.39048568] [-0.01534138] [ 0.7762023 0.56818747 0.57501083 0.27859062 0.25472593 0.28254459 0.50774349 0.58490215 0.56993588 0.34741369] [-0.30330067] [ 0.49614206 0.61527235 0.43235094 0.49734706 0.4275748 0.60859725 0.48138379 0.64331817 0.49187273 0.54544087] [ 0.25076225] [ 0.20935933 0.50579537 0.57868628 0.45676032 0.51134173 0.69821262 0.46814333 0.30271194 0.5471245 0.58118375] [ 0.49763378] [ 0.53740298 0.49351002 0.44484076 0.51639547 0.41714054 0.2642446 0.55273895 0.64635169 0.46052457 0.49456339] [ 2.23510266] [ 0.76530067 0.59358353 0.51947959 0.23431995 0.30194406 0.22180428 0.49909891 0.70738439 0.57270163 0.30403783] [ 0.4403688] [ 0.41017608 0.73976611 0.32510024 0.51372218 0.37702081 0.7369114 0.37631078 0.64099191 0.59205976 0.60340867] [ 0.16183738] [ 0.37292348 0.6363986 0.37750266 0.69090811 0.2642345 0.51150097 0.32990756 0.36886216 0.56782762 0.43724358] [ 0.04245658] [ 0.27848061 0.69077479 0.47170834 0.61128834 0.43487253 0.73177167 0.51421773 0.55350415 0.5382425 0.57903019] [ 1.10424691] [ 0.82894291 0.6421213 0.60370388 0.32423566 0.41380815 0.30331349 0.5747527 0.7203516 0.61773192 0.3347082 ] [-0.61786622] [ 0.52810775 0.74833608 0.36155032 0.58576356 0.28726816 0.47671887 0.53225062 0.68861731 0.62583491 0.47141645] [ 0.25045348] [ 0.30600452 0.61352261 0.51708907 0.56688723 0.62629184 0.73690648 0.43978133 0.40903329 0.51013327 0.61598329] [ 0.87681695] [ 0.59165009 0.53587549 0.55170174 0.38842917 0.31950157 0.42611759 0.51747979 0.51226234 0.54768124 0.42602746] [ 0.64228037] [ 0.58791351 0.70326928 0.49258017 0.481812 0.32790353 0.32333082 0.4428325 0.62470605 0.68727517 0.41592696] [ 0.26866723] [ 0.37291146 0.63820062 0.51370941 0.52319244 0.4686443 0.77589731 0.32542787 0.48467602 0.47218562 0.71329183] [ 0.09444126] [ 0.29535761 0.50205431 0.63683708 0.49694816 0.48145411 0.67382824 0.4012325 0.34222772 0.3686748 0.5716795 ] [ 0.37647248] [ 0.24886828 0.62587133 0.4144414 0.6415873 0.47401226 0.71831569 0.46195931 0.39286482 0.55264282 0.62821357] [ 0.68403354] [ 0.69989832 0.53002119 0.53543618 0.39914042 0.46382278 0.36218861 0.59036014 0.57534814 0.46513575 0.30999742] [-0.63267007] [ 0.46640092 0.54842106 0.53811723 0.49846928 0.44467984 0.47552194 0.38941175 0.42302473 0.4747775 0.4537367 ] [ 0.08998325] [ 0.30768872 0.38101634 0.61350028 0.49181959 0.48667472 0.5745066 0.38260947 0.43197175 0.38519636 0.47012771] [-0.14120418] [ 0.78621557 0.61894478 0.50420718 0.31125552 0.27337025 0.23227924 0.52805841 0.58480229 0.64959585 0.2888388 ] [ 1.47583671] [ 0.46672183 0.69975078 0.37822746 0.52874248 0.31554697 0.36921837 0.41291451 0.57098633 0.56613923 0.40218512] [ 0.96076712] [ 0.29044828 0.80244503 0.32682242 0.6199577 0.28785205 0.67335134 0.34953881 0.53397308 0.54856771 0.64185576] [ 0.02244218] [ 0.39510022 0.57889844 0.48949827 0.59093953 0.41269759 0.57553609 0.46025395 0.46241846 0.44741985 0.42975526] [ 0.58751938] [ 0.31590377 0.53359531 0.47688147 0.57685617 0.31450553 0.41617136 0.41023052 0.55340085 0.5749268 0.41597668] [ 0.52627428] [ 0.43298877 0.23263107 0.77107367 0.37606901 0.50541488 0.50320705 0.46619903 0.46261632 0.38929935 0.34818859] [ 0.22492467] [ 0.50230033 0.65322065 0.32589444 0.57694267 0.42521443 0.56087323 0.47307223 0.48720664 0.5233835 0.42594515] [ 0.5831868] [ 0.37612018 0.75872443 0.26094616 0.61094638 0.25032232 0.58658834 0.40811934 0.52221192 0.56997469 0.54804237] [ 1.09199084] [ 0.40190553 0.52330934 0.37171424 0.52582565 0.34053377 0.49994699 0.43962857 0.65021963 0.56626852 0.27153044] [-1.17102909] [ 0.6532307 0.77482748 0.43215598 0.58208141 0.20248634 0.34595844 0.40790578 0.56229145 0.62146522 0.40970153] [ 0.68294069] [ 0.52120388 0.68566709 0.41041948 0.51312597 0.24709018 0.45471804 0.50511169 0.62744869 0.56906343 0.34846405] [-0.55677108] [ 0.48216991 0.70520389 0.44065909 0.55017482 0.29475157 0.54290696 0.49545125 0.69018947 0.5715446 0.41473348] [ 0.18669189] [ 0.36625536 0.71755361 0.40551536 0.51633363 0.33784219 0.5404041 0.43080252 0.55395735 0.5430471 0.61335203] [-0.21825942] [ 0.75087258 0.65359445 0.50899533 0.37882712 0.2489094 0.38499703 0.50137743 0.5430479 0.55315618 0.43517656] [ 0.75453488] [ 0.68911366 0.58945799 0.54736254 0.34896403 0.52735063 0.430958 0.56792923 0.65839539 0.61183368 0.36421319] [ 1.50963971] [ 0.70401479 0.57268572 0.38568052 0.52942965 0.30514031 0.37512186 0.47028168 0.49745198 0.5235894 0.4632482 ] [-0.15566995] [ 0.46041998 0.65339365 0.42304636 0.57932521 0.50827477 0.57981443 0.43993953 0.43154704 0.3638263 0.60855453] [-0.30328432] [ 0.30489214 0.58127664 0.45327868 0.4681997 0.39712172 0.60644354 0.4373397 0.42438103 0.47149348 0.4763924 ] [-0.04078576] [ 0.26112727 0.59491469 0.39652912 0.67648656 0.4895904 0.53259186 0.35421736 0.38966122 0.48503046 0.53606618] [-0.71680602] [ 0.47504981 0.60645487 0.4876133 0.46004897 0.41847253 0.51490309 0.56821848 0.47850088 0.64998604 0.43840631] [ 0.12303535] [ 0.64184915 0.53577702 0.49405641 0.56662455 0.41263184 0.49926965 0.49532197 0.55284803 0.51332354 0.41965305] [ 0.21542598] [ 0.26470561 0.76132853 0.3891735 0.68394517 0.42226782 0.64379149 0.39742276 0.41756356 0.43786798 0.62698776] [-0.01291883] [ 0.57922906 0.55621221 0.44513266 0.51599729 0.41092571 0.66284054 0.47294156 0.57981642 0.55869223 0.50275012] [-0.40796808] [ 0.76913795 0.54517146 0.58904723 0.31491434 0.5238514 0.51764024 0.51097033 0.61627658 0.60274555 0.4290102 ] [ 0.3061458] [ 0.29115129 0.40008275 0.63689507 0.50893729 0.51228824 0.69188201 0.37602804 0.36214705 0.33305002 0.67509172] [ 0.33166624] [ 0.61849559 0.66989882 0.61683593 0.49499032 0.42324949 0.45534355 0.48366952 0.54469339 0.62852384 0.45714362] [ 0.53362524] [ 0.41873378 0.42791254 0.54342133 0.46216697 0.48093651 0.57153274 0.41365787 0.47905933 0.55880623 0.47819282] [ 1.58828889] [ 0.63726163 0.80392663 0.47012793 0.58096279 0.34336457 0.42740662 0.49528081 0.66742456 0.60146953 0.57383716] Progress: 33.1% ... Training loss: 0.427 ... Validation loss: 0.672[-0.46705776] [ 0.25431248 0.25468845 0.63029677 0.53517992 0.42806897 0.49828299 0.43373922 0.41993275 0.41626909 0.28578116] [-0.52496835] [ 0.50712366 0.52799241 0.52943814 0.3361841 0.42151211 0.51926295 0.4101464 0.61026833 0.52455798 0.44246843] [-0.21368154] [ 0.71200221 0.6316966 0.52570994 0.40880074 0.25379887 0.31219041 0.5055633 0.62234984 0.5521812 0.34206291] [-0.58765832] [ 0.42035785 0.66452159 0.40737271 0.55756525 0.29579086 0.48869985 0.44854324 0.51460338 0.562911 0.49503944] [ 0.04008829] [ 0.2891679 0.36636895 0.6837296 0.49803968 0.59430569 0.69918702 0.44190782 0.33395241 0.34229241 0.65966561] [-0.51142059] [ 0.79444124 0.63884503 0.54528971 0.25120647 0.33925435 0.22111745 0.57315266 0.61518635 0.68644312 0.31315227] [-0.54429789] [ 0.76533675 0.52346777 0.60518867 0.39814607 0.43738036 0.42073758 0.67171562 0.73333982 0.49747802 0.29307636] [-0.68896052] [ 0.59701705 0.37039367 0.66877292 0.37190582 0.62654418 0.47722005 0.48397374 0.52230415 0.47150428 0.3805769 ] [ 0.93189103] [ 0.38386273 0.57049849 0.43929787 0.56604473 0.34780615 0.51497752 0.3262314 0.5283824 0.45264389 0.46967734] [-0.40089514] [ 0.4526761 0.59243785 0.37486786 0.42936672 0.3068614 0.50080157 0.48588444 0.5331309 0.49662145 0.4389197 ] [ 1.01658381] [ 0.61919406 0.52644652 0.52176587 0.40837242 0.30366177 0.43987363 0.53734414 0.69112105 0.58456279 0.36531304] [-0.1430306] [ 0.40853113 0.58881807 0.49989947 0.5403754 0.53890917 0.49700881 0.41190598 0.4418511 0.59428106 0.44883433] [-0.43986016] [ 0.71636613 0.45614842 0.58894935 0.39068684 0.47439928 0.3067159 0.4932239 0.59159773 0.43434864 0.35429154] [ 0.28176602] [ 0.24499789 0.55276899 0.57047182 0.67373238 0.45699606 0.77728646 0.3430555 0.31176825 0.42248953 0.63298481] [-0.19404967] [ 0.68292262 0.74160989 0.47545277 0.37667616 0.47327555 0.61092087 0.55340759 0.5220439 0.57076695 0.56269341] [-0.50902114] [ 0.6536456 0.36531978 0.56802034 0.38929876 0.41689759 0.35062972 0.47075094 0.62611714 0.47448189 0.35616859] [-0.59128636] [ 0.55329612 0.71104787 0.39734771 0.5222774 0.38714763 0.36267447 0.39486949 0.54950983 0.60248072 0.44853012] [ 0.98779853] [ 0.52312854 0.61960485 0.40174325 0.43762069 0.37302104 0.4295577 0.45448585 0.64743302 0.55361558 0.3536193 ] [-1.00724703] [ 0.62604382 0.55536656 0.59778688 0.35409722 0.45138365 0.34066638 0.51700944 0.6014265 0.56557473 0.43522254] [ 0.21786501] [ 0.42324386 0.54918637 0.47603461 0.38627861 0.40025209 0.54372665 0.41681146 0.51189947 0.44782972 0.56105225] [ 0.4844683] [ 0.43653038 0.67674319 0.47803863 0.60794953 0.36211375 0.45728347 0.4335305 0.66333941 0.5986104 0.40014901] [-0.03391869] [ 0.42391505 0.34823683 0.66616892 0.32386106 0.50094899 0.55524801 0.45126742 0.39164151 0.31065954 0.47586433] [-0.54867079] [ 0.48628021 0.76414219 0.41965277 0.51789598 0.51102895 0.59994249 0.54472003 0.41637434 0.53855424 0.64033405] [-0.13000943] [ 0.27898216 0.40663641 0.5443529 0.50673054 0.56976848 0.58500804 0.38885182 0.45002203 0.4284963 0.51676499] [ 0.7622225] [ 0.47358373 0.65893765 0.49411863 0.62204423 0.37371078 0.63217325 0.4010858 0.57593316 0.58504556 0.60540628] [ 0.11948104] [ 0.57066435 0.67180831 0.39314088 0.48977737 0.29674798 0.52302435 0.41214811 0.46447258 0.52737414 0.52358092] [-1.22260044] [ 0.69897832 0.32884966 0.72489898 0.2769228 0.50788752 0.36504241 0.50501771 0.5604024 0.43640724 0.49164236] [-0.5632956] [ 0.76246243 0.31317589 0.65083928 0.39897824 0.5196226 0.45930113 0.48529512 0.64702308 0.39364424 0.38445861] [-0.62465387] [ 0.43238033 0.51362824 0.49075952 0.57793782 0.42805763 0.64673528 0.36215295 0.63176764 0.47291416 0.5955058 ] [-0.52900819] [ 0.42209134 0.39202118 0.57995034 0.29472166 0.47446173 0.43524473 0.46076118 0.52302351 0.40480556 0.33134983] [-0.05469926] [ 0.24339927 0.68912458 0.48930312 0.61688051 0.53521365 0.69029377 0.36099482 0.48261483 0.42627871 0.61735448] [-0.28877294] [ 0.53946672 0.3807474 0.65110379 0.50732022 0.34495786 0.43953906 0.40055484 0.51927657 0.4214524 0.38404493] [ 0.34362666] [ 0.45649183 0.55004887 0.54793697 0.36410587 0.5042775 0.58148804 0.45275459 0.6039466 0.54708167 0.52127288] [ 0.17230717] [ 0.2000695 0.38282526 0.58528649 0.52589203 0.54093193 0.76649409 0.38595089 0.34051506 0.33338277 0.55280192] [ 0.44777658] [ 0.18505138 0.66416587 0.41183595 0.73573217 0.51327946 0.67005984 0.32824106 0.30405582 0.61561157 0.57601341] [ 0.08688964] [ 0.6070961 0.56344511 0.5327066 0.55980624 0.2854628 0.4121983 0.45108347 0.44660143 0.5151653 0.46367276] [ 0.61751831] [ 0.55958514 0.68541495 0.47583365 0.6079331 0.44059193 0.35393651 0.43937571 0.62346962 0.55192969 0.46305387] [-0.3213908] [ 0.32992367 0.56610563 0.33443506 0.60188291 0.47254582 0.68087916 0.37784516 0.5081579 0.3374071 0.47760934] [-0.83169853] [ 0.52401528 0.81856448 0.38992757 0.63145759 0.42049792 0.58673181 0.32597325 0.65847927 0.60734043 0.64211243] [-0.47690982] [ 0.38967218 0.71517718 0.3803668 0.53871951 0.42978085 0.59820992 0.34048233 0.53265414 0.51675486 0.66255915] [-0.12523745] [ 0.46652425 0.6473849 0.48544693 0.71799301 0.38696501 0.7025388 0.46658265 0.53826572 0.46968434 0.55679973] [-0.41877538] [ 0.46787595 0.49789867 0.576314 0.42226332 0.42140893 0.52199852 0.59680639 0.6276433 0.39608959 0.44420479] [ 0.2507839] [ 0.6123969 0.72512039 0.51192531 0.50862879 0.36378028 0.47804314 0.59303077 0.65344497 0.60805786 0.49356668] [ 0.59548511] [ 0.4242799 0.5558602 0.48379542 0.5277106 0.35344611 0.36315097 0.53754261 0.70253949 0.47471762 0.37525608] [-0.4122501] [ 0.37139892 0.69903075 0.43592258 0.59643567 0.35474687 0.56474535 0.42086913 0.49318986 0.52832395 0.54721057] [-0.65213839] [ 0.75128048 0.51625763 0.60011824 0.40578524 0.23428795 0.28227337 0.49807425 0.63705681 0.50906427 0.30502835] [-0.53607946] [ 0.38742905 0.2423432 0.67677545 0.44209852 0.45385028 0.55393267 0.43137549 0.50964166 0.33314764 0.3695006 ] [-1.14006638] [ 0.51455309 0.57655725 0.48580098 0.56318653 0.32444584 0.5869191 0.38783542 0.65418323 0.41754313 0.40377946] [ 0.32421356] [ 0.41903854 0.73518071 0.44938072 0.61110999 0.40169861 0.68308523 0.47895671 0.59846395 0.60138718 0.64365521] [-0.35539011] [ 0.24625333 0.42265852 0.62453918 0.50702471 0.4344898 0.68771199 0.42302477 0.40285069 0.48420445 0.502472 ] [-0.16854776] [ 0.30881335 0.65569596 0.39365267 0.66779611 0.36055097 0.57597226 0.3583357 0.53535838 0.63364475 0.50421853] [-0.00190928] [ 0.60815931 0.46058467 0.66257962 0.35081667 0.32372852 0.37041963 0.5247986 0.68742441 0.48304925 0.29953604] [ 0.19794364] [ 0.45552149 0.67421592 0.4458935 0.50130128 0.30664991 0.4434449 0.45537185 0.60587456 0.62611444 0.47498285] [-0.41702575] [ 0.70689468 0.54797893 0.52741983 0.5216182 0.476103 0.27159783 0.46178792 0.62988448 0.52182654 0.43969942] [-1.16229276] [ 0.67614378 0.40216879 0.64571575 0.29870171 0.44346907 0.53714465 0.44557886 0.49504732 0.37751223 0.44755316] [-1.04044497] [ 0.6940089 0.54892234 0.57140164 0.38520469 0.47877403 0.36563662 0.42798917 0.50854632 0.54464888 0.40998168] [-0.96024374] [ 0.40885636 0.67503856 0.4801366 0.57520741 0.37857357 0.58616019 0.53770208 0.63807104 0.57096053 0.42148752] [-0.09073002] [ 0.52109631 0.4801751 0.61851683 0.43243022 0.37912733 0.52016722 0.45711495 0.46836888 0.45798236 0.37026431] [-0.06252451] [ 0.79648235 0.61705801 0.5532614 0.3952233 0.43942155 0.32261133 0.63102925 0.61710664 0.55004748 0.37495255] [-0.20341268] [ 0.49658808 0.5804918 0.62577634 0.31229245 0.5075262 0.58742151 0.45956346 0.54203648 0.44514453 0.56528711] [-0.95162866] [ 0.42831701 0.59843288 0.54887764 0.41077322 0.46366255 0.48492288 0.4527329 0.53559042 0.58091185 0.49036666] [-0.42674999] [ 0.37595453 0.62748226 0.5590971 0.59344411 0.50832644 0.63648449 0.41972343 0.43694674 0.49474349 0.52669974] [ 0.62542534] [ 0.45477697 0.58555783 0.45304372 0.56070395 0.28419926 0.47490026 0.46751768 0.49752239 0.53209289 0.42616262] [ 0.12606259] [ 0.22619337 0.50739502 0.50322768 0.63119347 0.47937998 0.65569305 0.35035939 0.40690609 0.42287792 0.61193281] [-0.69050177] [ 0.43960813 0.69753158 0.4926225 0.55531951 0.29967368 0.54357914 0.523309 0.69263094 0.5368137 0.37932952] [ 1.12662898] [ 0.58840816 0.63066908 0.47686383 0.55982149 0.22700112 0.33606065 0.4143512 0.51512563 0.61016653 0.3395704 ] [-0.20095972] [ 0.66298797 0.47834462 0.61791838 0.36590942 0.44493566 0.53834182 0.54689929 0.66374545 0.52021571 0.49997954] [-0.4929701] [ 0.44720158 0.52631957 0.59927376 0.37851189 0.62466855 0.48171531 0.45470789 0.49696414 0.46553349 0.49759783] [ 1.21868009] [ 0.72172674 0.60381394 0.51319294 0.40286026 0.2722002 0.33538014 0.49794363 0.57795986 0.6081238 0.36165878] [-0.28203721] [ 0.70269871 0.37049387 0.66928309 0.44076791 0.5286365 0.40619026 0.46695753 0.63051023 0.51847212 0.29397148] [-0.4396005] [ 0.34288701 0.46668484 0.59317626 0.36341583 0.47615799 0.56830675 0.48322099 0.47776867 0.44588876 0.50524697] [-0.76304737] [ 0.53190656 0.40269894 0.67918436 0.38056161 0.40820768 0.51687096 0.43699975 0.56865124 0.51444323 0.41840923] [-0.33088807] [ 0.39281299 0.61796175 0.59003342 0.46508578 0.57235932 0.69125148 0.45937645 0.4642359 0.54731774 0.64206869] [-0.43123342] [ 0.32326929 0.6623149 0.43089459 0.68541743 0.28431571 0.601734 0.37786253 0.35173136 0.54044547 0.50926911] [-0.57567811] [ 0.37911692 0.57315486 0.50741534 0.47802633 0.47643991 0.6874787 0.47448063 0.62635514 0.49583317 0.66076309] [-0.08461806] [ 0.33813147 0.70494339 0.32319292 0.53610494 0.3688039 0.56983402 0.41136954 0.44706672 0.57523021 0.48535963] [ 0.85766562] [ 0.67625586 0.37941746 0.6519429 0.32125419 0.47186569 0.44248836 0.53037501 0.65749978 0.46460266 0.38464778] [-0.2261576] [ 0.7168284 0.57195233 0.4965052 0.45270162 0.24599134 0.27111901 0.46071281 0.60154232 0.60428341 0.27144375] [-0.05034243] [ 0.1844316 0.36788218 0.57708709 0.64715654 0.4466107 0.64917884 0.36529553 0.33474277 0.42163749 0.39626055] [ 0.05648664] [ 0.33338615 0.43715036 0.58444819 0.53216041 0.50786279 0.78883721 0.30151969 0.45107453 0.34695258 0.66552319] [-0.68734378] [ 0.64906109 0.40319666 0.56414605 0.32098302 0.47976914 0.54197648 0.50963141 0.68074344 0.54060029 0.53029534] [-0.01910543] [ 0.70220354 0.60914981 0.64790309 0.43595575 0.47883546 0.36778323 0.5073015 0.66669107 0.6354773 0.38761919] [-1.45503579] [ 0.55565033 0.60084609 0.43422887 0.42124537 0.33865072 0.21540441 0.48086815 0.56472903 0.63594545 0.23563102] [-0.42781935] [ 0.33251999 0.5846849 0.44398891 0.60373563 0.38924683 0.72368882 0.41851041 0.53696018 0.43010547 0.49967895] [-0.59480783] [ 0.36453031 0.69625181 0.39554667 0.63203535 0.38361947 0.68372405 0.4208843 0.65606405 0.48715912 0.58257021] [-0.09580392] [ 0.45953625 0.73792288 0.39583358 0.61068746 0.31819068 0.48170809 0.42095331 0.55153944 0.59471035 0.5907294 ] [-0.11700933] [ 0.77419283 0.42982742 0.64228387 0.25977919 0.44203923 0.29161017 0.62244496 0.65698791 0.46170884 0.28826651] [-0.86690732] [ 0.37639567 0.53598946 0.47885992 0.53229512 0.44675514 0.4519043 0.4059392 0.38720369 0.5207326 0.39587958] [-0.54442179] [ 0.67085236 0.64710425 0.50048884 0.47614616 0.34217229 0.52497267 0.38059082 0.53025114 0.59531562 0.51120233] [ 0.49882458] [ 0.44761468 0.40224305 0.51026019 0.52581979 0.27915333 0.44627802 0.43669836 0.67115257 0.40987356 0.32754078] [-0.58673857] [ 0.34361946 0.33827587 0.58456253 0.47698801 0.56116952 0.68166662 0.44338904 0.46784703 0.45061331 0.41604067] [ 0.0198177] [ 0.50972683 0.6774242 0.500885 0.71715062 0.4212464 0.49371765 0.4644008 0.63431567 0.54422089 0.63139452] [ 0.18431844] [ 0.47769386 0.64616115 0.57458372 0.32251241 0.41735059 0.53610629 0.45990169 0.40461682 0.48350221 0.55045697] [-1.12915952] [ 0.55941219 0.72462954 0.49736005 0.48596607 0.29408525 0.41174703 0.44556239 0.55514516 0.59721835 0.46002117] [ 0.01454701] [ 0.38520766 0.46061772 0.46904126 0.55852088 0.38285267 0.56335643 0.37805201 0.58091206 0.53883113 0.34756183] [ 0.61342839] [ 0.25578978 0.45141244 0.52605734 0.58925815 0.45222561 0.51004695 0.36206457 0.43758255 0.56111658 0.42614093] [-0.43528065] [ 0.64465922 0.6347753 0.61478627 0.40939418 0.42251821 0.56129657 0.54963915 0.59718775 0.48572886 0.46503501] [-0.35175678] [ 0.34989353 0.51883561 0.43603319 0.43230459 0.52339207 0.6604254 0.32226403 0.49522135 0.3353216 0.55898793] [ 0.36456316] [ 0.47175225 0.69463201 0.4666576 0.61532112 0.35310592 0.53649588 0.53553211 0.50816886 0.63500754 0.56707993] [-0.85027533] [ 0.64100349 0.73308661 0.48655561 0.61655082 0.38616233 0.68831509 0.39860748 0.67554257 0.59733485 0.60667192] [ 0.86690169] [ 0.54702875 0.72879713 0.3724775 0.72223041 0.31765996 0.40121526 0.48783823 0.69819582 0.53010329 0.6598644 ] [ 1.26837981] [ 0.42718541 0.58506806 0.4952314 0.62922601 0.4026932 0.50600029 0.33121337 0.51025864 0.61527418 0.40291941] [ 0.36003221] [ 0.42382269 0.56349227 0.47062437 0.32209307 0.33613564 0.44744219 0.45312834 0.66872217 0.53660227 0.35050792] [-0.26509138] [ 0.70954481 0.4479726 0.57779028 0.5090114 0.45444565 0.40041968 0.50483176 0.65724135 0.5155696 0.31375515] [-0.29102342] [ 0.56824952 0.50500774 0.46798723 0.42336335 0.32390923 0.48949676 0.5130896 0.69245903 0.42345748 0.29704109] [ 0.15245816] [ 0.47016734 0.42814425 0.63921702 0.2877362 0.54750756 0.40144528 0.4189403 0.58001969 0.41160423 0.4590416 ] [-0.78151082] [ 0.54989676 0.55825496 0.51501811 0.54763657 0.31808059 0.41955678 0.3264302 0.48051446 0.43663601 0.41004341] [-0.46027158] [ 0.35279277 0.61013566 0.40139003 0.64677324 0.38844634 0.44859469 0.47200829 0.46153939 0.57566224 0.45828593] [-0.32736304] [ 0.57567734 0.61694683 0.53647692 0.52457974 0.4431746 0.52977169 0.43309321 0.46173426 0.6173875 0.51543804] [-0.14082316] [ 0.38608449 0.64712453 0.55024423 0.43727182 0.65387397 0.65599806 0.33895107 0.47137176 0.42305461 0.71555188] [ 0.24576282] [ 0.26526753 0.54723555 0.5427332 0.56655584 0.56472842 0.8206686 0.35846748 0.44966634 0.4740925 0.71151577] [-0.24602421] [ 0.58223781 0.58772962 0.53528772 0.56097192 0.33026565 0.45956913 0.43146975 0.43864603 0.49349335 0.38541838] [ 0.30412589] [ 0.26023778 0.66757757 0.44809213 0.64060557 0.59247473 0.68842119 0.34812452 0.3149929 0.44651777 0.71950195] [-0.48043763] [ 0.42198623 0.52212639 0.34188402 0.53557426 0.45067276 0.46741491 0.53102461 0.6381993 0.35543916 0.5089605 ] [-0.89986175] [ 0.39420777 0.54163083 0.54502978 0.62680682 0.40606844 0.46224722 0.3558666 0.54793514 0.46949769 0.37576651] [ 0.45974564] [ 0.49519442 0.69318014 0.42858459 0.59882263 0.36035157 0.37339483 0.41984047 0.53795261 0.54985346 0.62649424] [ 0.09737982] [ 0.60804811 0.55645977 0.50187617 0.41149706 0.40406267 0.26828287 0.48256124 0.60446099 0.51926346 0.43782641] [-0.62959207] [ 0.80057945 0.42075928 0.63652948 0.31325483 0.434867 0.32625198 0.62604891 0.66896274 0.42187539 0.42934994] [-0.7216781] [ 0.39319578 0.69718776 0.43679824 0.57005575 0.38987664 0.5244015 0.42324983 0.521999 0.60452334 0.50933589] [ 0.49589277] [ 0.39306566 0.3654704 0.57953018 0.44948023 0.46053444 0.46649445 0.39423842 0.35773933 0.48082897 0.33684114] [-0.09722807] [ 0.38062169 0.5059353 0.63133379 0.4559432 0.41375868 0.64815428 0.44744843 0.49261999 0.39836145 0.548298 ] [-0.12720694] [ 0.46297527 0.65341751 0.37277453 0.57053743 0.31229159 0.45330844 0.61578428 0.77622825 0.59887294 0.28109949] [ 0.00401135] [ 0.27579548 0.60706589 0.56216272 0.5401816 0.42838334 0.72101558 0.39619881 0.40771593 0.50216324 0.64154193] [ 1.73566354] [ 0.59883974 0.45338958 0.48029238 0.47498168 0.38388114 0.31454917 0.41163886 0.57286319 0.40552514 0.33031883] [ 0.04700652] [ 0.3192739 0.55499239 0.53717708 0.53096441 0.62285944 0.61213043 0.41793195 0.2495169 0.35377964 0.63330998] [ 0.14481579] [ 0.42660609 0.20325883 0.6518989 0.38224137 0.48041518 0.38851221 0.50341026 0.42649347 0.29301102 0.4518499 ] [-1.34009047] [ 0.62626713 0.50135398 0.60346753 0.35808505 0.47518518 0.4085783 0.52708978 0.59750139 0.37053477 0.40229378] [ 0.89528874] [ 0.40059941 0.3755251 0.54142066 0.45596928 0.41721826 0.34920415 0.53877061 0.54149847 0.52988733 0.23197309] Progress: 33.4% ... Training loss: 0.388 ... Validation loss: 0.636[-0.06954084] [ 0.26559258 0.52088266 0.55209894 0.60345063 0.36502992 0.69417243 0.37730134 0.47039606 0.48488772 0.51946412] [ 0.06677524] [ 0.27825015 0.40666562 0.54420447 0.50715557 0.57057232 0.5871128 0.38823731 0.448399 0.42788896 0.5183778 ] [-0.10723996] [ 0.36427365 0.42629449 0.53805443 0.47850606 0.4807016 0.63717432 0.45193038 0.55859008 0.31893413 0.49923553] [-0.7746329] [ 0.62585185 0.57943543 0.60775904 0.35109316 0.41683165 0.51100253 0.49083614 0.57875342 0.59668918 0.53989443] [-0.3922698] [ 0.30115995 0.62775403 0.52345245 0.46014882 0.45608802 0.53425405 0.44489274 0.3732042 0.4957104 0.52131753] [-0.21319047] [ 0.62441062 0.59862516 0.54486386 0.37274197 0.42280357 0.31721208 0.49632553 0.67755755 0.59269319 0.46419275] [-0.35748206] [ 0.36406516 0.66174498 0.45928575 0.67068184 0.3055266 0.68803279 0.44113186 0.61081374 0.47456828 0.52066638] [-0.87170705] [ 0.44271703 0.59147548 0.4633818 0.4820711 0.37823527 0.39330328 0.43853231 0.52320353 0.50353183 0.42809097] [ 0.37389105] [ 0.39139527 0.52081369 0.52863434 0.54961368 0.48340954 0.57922428 0.52244888 0.51037154 0.54594872 0.50160001] [ 0.31791066] [ 0.68423324 0.62004791 0.55520853 0.37576593 0.40168002 0.34063972 0.61064002 0.53851062 0.60870571 0.41161226] [-0.39166881] [ 0.4193193 0.70223832 0.29371149 0.61089275 0.34006258 0.60570954 0.44406943 0.51778814 0.48179044 0.49108234] [ 0.11569183] [ 0.52984384 0.70121288 0.41243652 0.57530132 0.30588497 0.48303942 0.40974124 0.49836738 0.58792861 0.56312824] [-0.22110935] [ 0.66264628 0.52536886 0.46001071 0.44497704 0.28114178 0.27979424 0.45741982 0.47744578 0.48618924 0.36497603] [ 0.66963407] [ 0.57871511 0.4572232 0.65154665 0.4647511 0.58114232 0.51836691 0.4807433 0.50345499 0.46045009 0.43877859] [-0.27674232] [ 0.66253174 0.70991015 0.46481816 0.3142534 0.35828133 0.28821693 0.44906787 0.66211171 0.55876873 0.44592415] [-0.13317442] [ 0.50998775 0.76383755 0.44258301 0.68051163 0.47238184 0.65660337 0.32154458 0.55934925 0.54568115 0.67075125] [ 0.02138829] [ 0.42148924 0.6283729 0.42713079 0.72352846 0.38932059 0.67426716 0.39309215 0.54207242 0.43112668 0.70153942] [-0.20475614] [ 0.53123606 0.48700864 0.54803341 0.47182332 0.34798777 0.39373829 0.4936467 0.53472647 0.5265994 0.40044913] [ 1.62721872] [ 0.70491233 0.59342143 0.51041883 0.5113826 0.47155089 0.27725651 0.56306174 0.64094229 0.66337377 0.22404728] [-0.36174229] [ 0.30968994 0.72377551 0.4835272 0.55457592 0.37549943 0.60273209 0.43392518 0.55078139 0.46191371 0.5339603 ] [-0.26220059] [ 0.43697302 0.53206196 0.4623563 0.54608135 0.49451707 0.51711321 0.3789137 0.60401469 0.59427771 0.48981459] [ 1.35661674] [ 0.70522915 0.60634408 0.53201684 0.4963244 0.42898956 0.31179068 0.45733471 0.59934867 0.58111281 0.36832154] [-0.33557146] [ 0.65445015 0.51002746 0.53124713 0.42862634 0.40659884 0.40942199 0.3380208 0.59993417 0.50875402 0.37780275] [ 0.04595924] [ 0.33936736 0.41953478 0.6346033 0.57169231 0.49699597 0.44338011 0.43185596 0.4495708 0.48130709 0.64057576] [ 0.02365872] [ 0.54045778 0.57799224 0.52821702 0.39978781 0.44821026 0.33754894 0.50301395 0.52479911 0.45746011 0.59184901] [ 0.25559115] [ 0.46625405 0.8461495 0.46095201 0.64567564 0.38428225 0.65549339 0.48650559 0.56572773 0.61681211 0.73578506] [-0.82623837] [ 0.49410484 0.57402839 0.36884618 0.51726119 0.4246922 0.50293082 0.31958218 0.56122388 0.48014035 0.46531634] [-0.45949291] [ 0.5593153 0.68533402 0.37823662 0.57161929 0.52940363 0.57640135 0.44827645 0.5582906 0.51012563 0.41973638] [-0.0298306] [ 0.34686443 0.67894413 0.47001963 0.65368156 0.33683701 0.62420123 0.40155695 0.43746027 0.51746655 0.59379426] [ 0.25817742] [ 0.23150709 0.42302488 0.54533093 0.52541574 0.50376994 0.69165452 0.38086199 0.40303054 0.35841059 0.53063176] [-0.32035849] [ 0.48387974 0.60969543 0.40594944 0.62794449 0.37622514 0.63167349 0.434532 0.72109679 0.51808349 0.3939382 ] [ 0.3091046] [ 0.43098343 0.2658136 0.73129396 0.38362875 0.58081964 0.62676974 0.41047291 0.41935006 0.34373903 0.50046819] [-0.05449479] [ 0.64274137 0.51154286 0.5620543 0.42231697 0.5097876 0.30910931 0.54950666 0.54911933 0.52581551 0.43387674] [-0.95837916] [ 0.58141172 0.64581859 0.46881561 0.40791003 0.42207236 0.51293877 0.44649261 0.56353489 0.54691175 0.55133269] [ 0.21142359] [ 0.30239719 0.40366263 0.63924155 0.36771127 0.54936423 0.47856516 0.36237166 0.38213994 0.32442554 0.47596072] [-0.06934053] [ 0.36238112 0.48468096 0.53339837 0.36740586 0.53410407 0.61738309 0.40200071 0.56250851 0.46480835 0.57180159] [-0.62742058] [ 0.38853185 0.28798296 0.74060424 0.38063022 0.43504344 0.52818228 0.44347165 0.4917214 0.32295978 0.3866214 ] [ 0.7606027] [ 0.56253846 0.50147876 0.58812742 0.40138878 0.44499105 0.36280841 0.45037055 0.50992994 0.46527863 0.44838572] [-0.03640685] [ 0.34583383 0.53457107 0.54555755 0.63011402 0.5763821 0.69696823 0.47980344 0.46659425 0.52656099 0.53923134] [-0.60521173] [ 0.63441078 0.58635511 0.52942291 0.55648461 0.40981044 0.44332546 0.4325414 0.56446253 0.5630073 0.36182897] [-0.43089007] [ 0.34302084 0.37011386 0.51465655 0.55914919 0.47543383 0.55754239 0.36139136 0.52544301 0.41652138 0.45679616] [-0.68083805] [ 0.57670701 0.71947145 0.41015923 0.72604554 0.4977166 0.37182696 0.43211038 0.55239248 0.49625686 0.70830186] [ 0.03709534] [ 0.54457005 0.54069416 0.51390204 0.4453993 0.34070362 0.32562906 0.51216319 0.62092329 0.52000738 0.37530889] [-0.52672573] [ 0.4948222 0.66541909 0.45810265 0.46555575 0.53775574 0.50145706 0.34101765 0.5540174 0.48964788 0.69208524] [ 0.22765766] [ 0.81132127 0.5268258 0.55919034 0.2769781 0.25236654 0.36372884 0.50652457 0.68041573 0.55604327 0.35843657] [-0.13559507] [ 0.54330447 0.52093488 0.56970338 0.59489295 0.53553802 0.54499335 0.43009292 0.54152417 0.61073689 0.45534056] [ 0.53310663] [ 0.61521847 0.53275089 0.57435867 0.57322436 0.47256417 0.46423592 0.42589359 0.63388612 0.61041445 0.36076864] [ 0.08584553] [ 0.26293565 0.65764217 0.44351372 0.60776256 0.49444417 0.77002308 0.37592352 0.48249226 0.6326861 0.61734354] [ 0.63025426] [ 0.64005566 0.55605425 0.56163103 0.49372296 0.4640943 0.49723995 0.44592421 0.52107745 0.60317609 0.41765533] [-0.23475329] [ 0.42946331 0.72551516 0.4002626 0.58950574 0.37016078 0.5148647 0.34742798 0.49871163 0.53008166 0.69146152] [ 0.02662503] [ 0.31659598 0.50149428 0.49901404 0.6875322 0.37703898 0.62413863 0.40110688 0.56973091 0.54252642 0.36798244] [ 0.39281612] [ 0.41775245 0.20345429 0.64899697 0.38664134 0.48668336 0.40280255 0.49775562 0.41331195 0.28826686 0.46416279] [ 0.12525518] [ 0.50206272 0.63627369 0.49101291 0.48151977 0.30606015 0.31525498 0.516948 0.59159707 0.52362238 0.41719744] [ 0.0770987] [ 0.50347436 0.50535631 0.51531668 0.48243856 0.34193003 0.34660362 0.49111375 0.60897824 0.49431575 0.37475623] [-0.84433827] [ 0.56048202 0.5481031 0.41583102 0.55373483 0.4423239 0.38806682 0.49083322 0.58701965 0.47302125 0.48068644] [ 0.68654622] [ 0.60437686 0.61826507 0.53365432 0.40539629 0.37921815 0.40292541 0.41502433 0.60217893 0.62242408 0.5091827 ] [ 0.25606753] [ 0.31890083 0.58743153 0.56346404 0.61068892 0.43776101 0.48435001 0.37915431 0.44904062 0.58004322 0.4831106 ] [-0.35455757] [ 0.45876038 0.41339238 0.65767849 0.27806995 0.58564017 0.47287316 0.54061835 0.51383286 0.48226969 0.41988744] [ 1.84777008] [ 0.573121 0.55513006 0.42574137 0.48078127 0.38312903 0.23271655 0.50155249 0.5595798 0.62835674 0.21851184] [-0.5403504] [ 0.41740771 0.49121178 0.52404978 0.42336983 0.56077901 0.43389633 0.4140357 0.34674581 0.41261384 0.46826242] [ 0.64211076] [ 0.51169619 0.47025736 0.53765099 0.48868562 0.48413953 0.31715787 0.45813235 0.50419323 0.42318559 0.65887075] [-0.26229946] [ 0.50008433 0.34967918 0.67835667 0.34187522 0.47943095 0.46472783 0.45087714 0.53274096 0.47732024 0.40035653] [-0.67370178] [ 0.57912322 0.65084826 0.43926618 0.63076483 0.25652016 0.5821808 0.3244836 0.49553329 0.50288999 0.49861624] [-0.36672815] [ 0.32767015 0.46779995 0.5216373 0.46268977 0.41050223 0.58706653 0.37031339 0.46629065 0.33824736 0.49531007] [ 0.1241397] [ 0.32458208 0.74938579 0.41526979 0.55043114 0.38930234 0.58726045 0.38288603 0.43226783 0.636103 0.65107521] [ 1.49817335] [ 0.74136699 0.45395741 0.62926589 0.3770484 0.49685605 0.32836228 0.53313543 0.67550896 0.48746119 0.27917686] [ 0.15771442] [ 0.63766049 0.64442747 0.58005293 0.58204512 0.43334528 0.47816325 0.47082507 0.57032104 0.55269837 0.51564168] [-0.63658772] [ 0.62280258 0.53952338 0.52321411 0.47114113 0.36045324 0.33169347 0.49436685 0.7179966 0.46461096 0.2809101 ] [-0.05612039] [ 0.26509829 0.49729685 0.54150215 0.47088055 0.41603109 0.65171004 0.42576894 0.39917015 0.43212925 0.60012366] [ 2.80370304] [ 0.65861078 0.58173885 0.52332566 0.41324432 0.23577748 0.26435481 0.49430458 0.73794045 0.48897517 0.29907782] [ 0.07598368] [ 0.59278929 0.52061895 0.62072797 0.46576633 0.55933828 0.5437444 0.52277265 0.47795436 0.48843604 0.52188533] [-0.18256449] [ 0.38162724 0.2289213 0.73395181 0.29199604 0.57426256 0.53805457 0.44372365 0.34614382 0.32139508 0.41488156] [ 0.81656827] [ 0.49130077 0.70624151 0.41471359 0.56219435 0.39355288 0.5610705 0.52919024 0.62411045 0.57263186 0.52655194] [-0.34599048] [ 0.66454969 0.57396037 0.49908122 0.44852861 0.38904674 0.30871043 0.413871 0.57921083 0.46236998 0.59026609] [-0.25604157] [ 0.80958604 0.21668193 0.68922942 0.32527923 0.51884972 0.28737682 0.52555891 0.61006275 0.23407851 0.39706166] [-0.52552859] [ 0.85129087 0.41812121 0.65007319 0.39394425 0.43174178 0.451881 0.4495219 0.71511136 0.51720178 0.31577282] [ 0.70898529] [ 0.40585708 0.43318195 0.63342671 0.39803894 0.52076002 0.45379124 0.49644005 0.43170522 0.489589 0.33148778] [ 0.64281392] [ 0.39856998 0.66133146 0.49682702 0.61712223 0.46659872 0.63117287 0.3930013 0.59331715 0.67952385 0.52189016] [ 1.41718638] [ 0.60108893 0.6254045 0.52008724 0.46539717 0.282626 0.49400819 0.53006612 0.80897444 0.5144844 0.35859556] [-0.15880885] [ 0.39819572 0.68685782 0.42085656 0.59559775 0.38975602 0.56512886 0.42339928 0.39261831 0.55447245 0.67385248] [-0.48658389] [ 0.76943109 0.42984878 0.63977028 0.34771683 0.50210414 0.40930063 0.53322138 0.60871231 0.49486209 0.37093451] [-0.24540001] [ 0.53421461 0.42004372 0.59581587 0.4883802 0.46944746 0.51218197 0.34846259 0.56987884 0.47836956 0.43350122] [ 0.71400853] [ 0.65226748 0.61973318 0.54579116 0.53923071 0.47915201 0.37220028 0.49920118 0.66086078 0.56069208 0.48533689] [-0.23535252] [ 0.47084143 0.59793584 0.3779936 0.68162732 0.49658281 0.66104697 0.43113418 0.50020976 0.46562295 0.56625415] [-1.14492219] [ 0.86867236 0.72592943 0.57113112 0.31147021 0.36852451 0.41210098 0.63394787 0.71097229 0.61748979 0.53950502] [-0.05884043] [ 0.54371917 0.71486573 0.42671018 0.6107292 0.37627804 0.49505396 0.45870962 0.67374523 0.49865859 0.66395171] [ 0.26119061] [ 0.50213045 0.57896329 0.5141307 0.41596226 0.37271491 0.44211153 0.50726824 0.68204581 0.58746932 0.42799031] [-0.08198424] [ 0.31600298 0.72460021 0.42528429 0.60607169 0.41361685 0.65041311 0.41821129 0.47413161 0.59816452 0.63791574] [-0.11557377] [ 0.73084427 0.54263488 0.55042182 0.44433872 0.28003576 0.43485351 0.42467225 0.46823194 0.5697081 0.42143066] [ 0.26785327] [ 0.33708237 0.67246879 0.54483696 0.44742056 0.49874357 0.76926921 0.38400361 0.5112761 0.50029499 0.70194321] [-0.5446616] [ 0.80472017 0.42113081 0.60369087 0.29474968 0.45038506 0.50136094 0.51147959 0.64699883 0.45152144 0.38024132] [ 0.02564265] [ 0.42521662 0.52112093 0.51948899 0.42552955 0.4438559 0.56885625 0.41116775 0.4434674 0.379563 0.47831988] [ 1.30455647] [ 0.83137126 0.70093833 0.59329458 0.23085409 0.42442044 0.40772207 0.55234108 0.76746573 0.641384 0.44870329] [-0.4828781] [ 0.68977579 0.41516056 0.63011427 0.19369919 0.43784733 0.39108227 0.53248566 0.74610413 0.53114808 0.32079489] [ 0.31071494] [ 0.6420085 0.53891449 0.61044835 0.38943775 0.46747253 0.42671174 0.55323287 0.60916152 0.53726655 0.42269529] [-0.26422453] [ 0.44351967 0.41083293 0.5695151 0.39805199 0.45388577 0.46160014 0.62374078 0.57181515 0.43348621 0.34702201] [-0.32335402] [ 0.49026134 0.43719438 0.49292608 0.48604546 0.57176502 0.58070218 0.52124958 0.38438342 0.29274791 0.54341492] [-1.06095891] [ 0.46305297 0.46348657 0.46225002 0.52493505 0.40228161 0.31666505 0.4464155 0.41288693 0.35948343 0.3574738 ] [ 0.21054621] [ 0.53169828 0.70086273 0.45771617 0.5721477 0.4021684 0.37702335 0.59252781 0.5932024 0.6211091 0.50456011] [-0.15025007] [ 0.47100088 0.63852689 0.35136799 0.46166857 0.34412335 0.42904707 0.44472913 0.48856259 0.4673876 0.55129265] [-0.05480162] [ 0.6844508 0.73449079 0.38236783 0.39045451 0.29218002 0.48182063 0.48615566 0.59093053 0.61400996 0.48725157] [ 0.40287387] [ 0.33473425 0.61629738 0.47398368 0.60184354 0.31558889 0.61244728 0.33967773 0.43090365 0.43267426 0.59137194] [-0.47971391] [ 0.5024455 0.53534307 0.57155679 0.49611232 0.50628991 0.49334529 0.44552387 0.44534696 0.56632811 0.40474877] [ 0.02508852] [ 0.30874336 0.6556533 0.39388404 0.66775221 0.35990329 0.57459924 0.35873707 0.53630626 0.63413045 0.50317691] [-0.03035739] [ 0.7245095 0.48656368 0.56558962 0.46352313 0.38636751 0.39832424 0.56986128 0.66115457 0.4536132 0.47966754] [ 0.05910967] [ 0.42013469 0.77554238 0.41677484 0.62615646 0.27810787 0.42624555 0.39787352 0.5624519 0.52932499 0.58069033] [ 0.56455191] [ 0.45799327 0.54529646 0.51689701 0.5036953 0.35530826 0.48397515 0.46699189 0.50180037 0.41703267 0.54295899] [-0.00961761] [ 0.28596025 0.70839639 0.35327116 0.54980717 0.38002274 0.62146829 0.35000039 0.480666 0.53467727 0.62159817] [-0.33389704] [ 0.49048476 0.13997467 0.79424709 0.26683312 0.56784687 0.5611061 0.48813906 0.4287819 0.22283562 0.44131969] [ 0.61255631] [ 0.16315221 0.54609098 0.56707858 0.54072466 0.60043387 0.78072536 0.42715757 0.30031522 0.44236043 0.69051244] [-0.44861774] [ 0.54512239 0.70140039 0.43272552 0.64711134 0.25524248 0.47220982 0.35474619 0.45450308 0.55068844 0.48185754] [ 0.87601779] [ 0.5413057 0.70215583 0.42233237 0.57896064 0.29244551 0.37287255 0.50375489 0.60457505 0.62730313 0.38841606] [ 0.23799337] [ 0.74080108 0.55002854 0.61275584 0.37916319 0.43025283 0.29235991 0.58616542 0.73113289 0.57553006 0.29729813] [ 0.22899957] [ 0.29019583 0.39967906 0.63664248 0.50835906 0.51183062 0.69255809 0.37531298 0.361337 0.33261821 0.675096 ] [-0.78189687] [ 0.54757676 0.73597172 0.44474126 0.70462218 0.45954287 0.46301158 0.39088561 0.53464672 0.52230454 0.5255901 ] [ 0.32019899] [ 0.64263324 0.28834337 0.64609041 0.53032949 0.53505428 0.38191226 0.5024916 0.68796258 0.33285083 0.20300555] [ 0.17804849] [ 0.50081725 0.62646255 0.52604435 0.50327432 0.33764622 0.60777831 0.43443846 0.42856083 0.45559882 0.5674708 ] [ 0.03426756] [ 0.41867274 0.58028116 0.55226982 0.60935464 0.30719337 0.59777656 0.37406223 0.59725244 0.62427805 0.4898603 ] [ 0.12963141] [ 0.20695205 0.52657795 0.47950523 0.57294473 0.5192375 0.65278602 0.42825747 0.36937313 0.4780642 0.50428672] [-0.51321237] [ 0.69578163 0.61066985 0.51039904 0.39606954 0.40767016 0.42052181 0.44473357 0.5117377 0.60486158 0.44995599] [ 0.14286187] [ 0.72886176 0.68978196 0.44647804 0.30946428 0.39429753 0.42528837 0.52434925 0.50577017 0.59914316 0.43719787] [-0.0298306] [ 0.34686443 0.67894413 0.47001963 0.65368156 0.33683701 0.62420123 0.40155695 0.43746027 0.51746655 0.59379426] [-0.34066808] [ 0.78959187 0.62153041 0.55087095 0.42234197 0.24252322 0.29127137 0.43513719 0.5957278 0.66831357 0.35195719] [-0.00286599] [ 0.3750806 0.48296491 0.60673476 0.48440902 0.48352304 0.55919093 0.49787216 0.44239323 0.51790753 0.42273477] [-0.01927989] [ 0.32111539 0.50059618 0.53394688 0.52112626 0.40722047 0.55375076 0.48482454 0.48829462 0.47033757 0.45003886] [-0.54965018] [ 0.41322662 0.65338162 0.36485285 0.6664984 0.33559337 0.50057834 0.41526463 0.44244366 0.55781266 0.53697267] [-0.29544861] [ 0.5447011 0.56477078 0.5019677 0.49221665 0.54265079 0.60793964 0.43492166 0.5864491 0.51532035 0.5282986 ] [-0.16457287] [ 0.49147394 0.50775779 0.54064953 0.51318292 0.32549695 0.41947482 0.59461598 0.7124966 0.47372579 0.31011542] Progress: 33.7% ... Training loss: 0.385 ... Validation loss: 0.634[-0.18082303] [ 0.39584793 0.42600828 0.64850041 0.52004192 0.44896772 0.54385436 0.44446447 0.51711453 0.41396573 0.41500644] [ 0.66516564] [ 0.68481034 0.44523233 0.51229236 0.30481684 0.33953819 0.24208459 0.52788399 0.47718704 0.57700594 0.2351316 ] [ 0.84606671] [ 0.55265955 0.58510496 0.47468318 0.57856887 0.38055768 0.34182956 0.42635291 0.50631748 0.53538608 0.3938908 ] [-0.83288463] [ 0.72109666 0.60947184 0.60519864 0.35406399 0.44661269 0.62813999 0.56290661 0.57682218 0.49000778 0.57476644] [-0.56405753] [ 0.48075594 0.50464833 0.53725311 0.47457058 0.37272749 0.44920618 0.37006457 0.43510922 0.4978677 0.42863505] [-0.72228082] [ 0.66482494 0.68904663 0.46451733 0.49583259 0.37199731 0.69264325 0.48623763 0.64894989 0.52234381 0.61604164] [-0.31915483] [ 0.33234643 0.57600445 0.52330182 0.64594477 0.46252714 0.51457476 0.40852679 0.58332318 0.53893905 0.42749394] [-0.11183699] [ 0.51298079 0.6333903 0.51691177 0.50063724 0.43093568 0.6695676 0.45511085 0.59035844 0.43238047 0.53441627] [-0.20009113] [ 0.72789551 0.6811754 0.46184817 0.47483554 0.41149782 0.64519866 0.43027987 0.67652717 0.53224464 0.54142562] [-0.23016826] [ 0.47760192 0.30981292 0.54575318 0.38021132 0.56402018 0.68716572 0.39662982 0.51630335 0.33688653 0.42229341] [ 1.27904156] [ 0.61293717 0.75072877 0.503158 0.48180297 0.43307467 0.44004213 0.55475034 0.69737536 0.69294413 0.451013 ] [-0.07384488] [ 0.58340617 0.58752875 0.54966707 0.45863139 0.32799745 0.38000625 0.53117878 0.53129593 0.56656492 0.42879144] [ 0.06954597] [ 0.65243403 0.55681622 0.50543809 0.52825893 0.33613557 0.49450669 0.37538821 0.7116422 0.55192007 0.49204427] [-0.37523179] [ 0.46345166 0.31111882 0.64909181 0.51600583 0.38226011 0.32958241 0.48650793 0.63942731 0.37755095 0.46509562] [-0.09772594] [ 0.29353038 0.66100401 0.50047486 0.55562555 0.49096399 0.67163073 0.42228012 0.50415131 0.60245367 0.6051326 ] [-0.05698047] [ 0.48525546 0.63766607 0.51003764 0.48215071 0.33867085 0.46828367 0.55033677 0.66635391 0.56161438 0.39327526] [-0.44734864] [ 0.39710691 0.44446284 0.67513179 0.36770049 0.39452965 0.53124457 0.51763857 0.60274072 0.45772192 0.42702226] [-0.02994636] [ 0.30477913 0.67278264 0.40263169 0.65554389 0.39513689 0.63831453 0.40645648 0.61599369 0.59315455 0.56897595] [-0.40099991] [ 0.5601911 0.34645261 0.56351863 0.39936263 0.51404401 0.61437645 0.3997817 0.65057697 0.51369114 0.35522962] [ 1.11410429] [ 0.50167811 0.54711759 0.59160299 0.44786773 0.39015235 0.53853325 0.45689115 0.61587621 0.52119854 0.45130564] [-0.31536152] [ 0.66109973 0.63253242 0.4724076 0.49342061 0.26901982 0.42089952 0.43068627 0.49259877 0.48261569 0.56109862] [-0.69577549] [ 0.62799182 0.50993984 0.54295428 0.35993793 0.4624302 0.35836548 0.47105588 0.51600046 0.4648955 0.54140771] [-0.04211773] [ 0.42318519 0.70920279 0.44560983 0.66584784 0.24932834 0.57946359 0.34226253 0.4675763 0.48019996 0.58087247] [ 0.19968155] [ 0.46123939 0.54777037 0.47876364 0.29900576 0.42293129 0.43426479 0.45517704 0.55167361 0.52794373 0.3565321 ] [-0.23800072] [ 0.39080693 0.69351198 0.37563904 0.6095053 0.36286235 0.59180306 0.44661096 0.52291649 0.5840941 0.5085046 ] [ 0.3276852] [ 0.70096087 0.62238653 0.57815686 0.36411756 0.41066931 0.34778864 0.51403055 0.71774939 0.7181566 0.36227306] [ 0.16183203] [ 0.41350722 0.63546405 0.42787731 0.57187815 0.29650499 0.64478124 0.38714594 0.5366725 0.52052838 0.48840582] [-0.34073871] [ 0.58529432 0.58993526 0.49028819 0.6234979 0.3685223 0.7423122 0.41302037 0.5882269 0.40669338 0.60750275] [-0.45813129] [ 0.31325003 0.38509274 0.51278733 0.35103693 0.47625729 0.47089056 0.54469665 0.50731717 0.42074457 0.33954992] [ 0.31515393] [ 0.34171216 0.58440699 0.42774909 0.67470017 0.29028328 0.48649523 0.44383656 0.38258692 0.54769544 0.4741188 ] [ 0.40425976] [ 0.57409776 0.65597588 0.45507057 0.48195099 0.43583146 0.33905938 0.51036719 0.53456031 0.62901934 0.43356834] [-0.65125543] [ 0.61484608 0.61042261 0.50626978 0.59404456 0.37374012 0.4187764 0.45530312 0.65050163 0.57425062 0.2923239 ] [-0.15277551] [ 0.45509818 0.54851947 0.59533677 0.50014529 0.36374963 0.44356683 0.40406859 0.46355464 0.49369861 0.49473029] [-0.24113078] [ 0.43203473 0.19406077 0.74454511 0.38640647 0.5640706 0.63133217 0.33885983 0.43108093 0.29320709 0.37719057] [ 0.0698868] [ 0.48615018 0.58306613 0.52197603 0.4036871 0.39637097 0.42762449 0.53077977 0.56216857 0.51396155 0.51078581] [-0.04257911] [ 0.32169291 0.66020641 0.35503328 0.51033119 0.42391142 0.68151507 0.47113206 0.53533138 0.40844611 0.47145964] [-0.0099703] [ 0.56066541 0.56587774 0.5242846 0.57061131 0.26793127 0.40059692 0.46157673 0.54138075 0.47670658 0.45690551] [ 0.00345896] [ 0.36680531 0.56796272 0.56702974 0.59912405 0.43902861 0.58159941 0.41731475 0.41984571 0.46393038 0.44954984] [-0.7076786] [ 0.57765727 0.7193684 0.41062148 0.72522243 0.49679074 0.37095807 0.43307866 0.5532879 0.49684669 0.70766977] [ 1.29449028] [ 0.57223381 0.3284311 0.61175142 0.39201505 0.41640993 0.35709372 0.52258452 0.6576481 0.48230861 0.22982075] [ 0.04873722] [ 0.41876144 0.72790497 0.42432324 0.32209863 0.50160861 0.68103417 0.41628931 0.48154758 0.53164229 0.69978748] [ 0.93233176] [ 0.64940247 0.70642723 0.54292219 0.46568813 0.43148371 0.49944703 0.51066801 0.64656732 0.61853198 0.51402292] [-0.21103282] [ 0.31171771 0.5883132 0.47564081 0.55716618 0.40723626 0.5685534 0.38891864 0.43239566 0.63684284 0.48755834] [-0.93607452] [ 0.61100276 0.80264763 0.35095214 0.58158249 0.30383056 0.40667423 0.42260562 0.43192515 0.56753006 0.55296662] [-0.6438505] [ 0.38520449 0.75785544 0.36553893 0.60591615 0.32866008 0.43639348 0.41323583 0.47991803 0.49873707 0.54826027] [ 0.6316766] [ 0.72457555 0.55815752 0.56387132 0.31525621 0.31711146 0.19305133 0.49819537 0.71905377 0.53183853 0.26509746] [ 1.99942392] [ 0.62848488 0.72915389 0.46243938 0.40951096 0.35350204 0.3293133 0.45263195 0.64273447 0.72201598 0.41578905] [ 0.24691458] [ 0.39482293 0.63899155 0.43625658 0.62611516 0.38023939 0.52312808 0.35197155 0.61206393 0.58826732 0.53152786] [ 1.24993959] [ 0.6629152 0.78199993 0.517041 0.4614027 0.37452381 0.58965647 0.49696079 0.54970731 0.69623725 0.58123824] [ 1.45923973] [ 0.31375985 0.64599588 0.34236136 0.55325589 0.40626689 0.43205599 0.46600306 0.52923435 0.63815877 0.28991505] [ 0.13001592] [ 0.44390877 0.73357574 0.40490696 0.62317567 0.42793056 0.6172661 0.34041742 0.56612515 0.50974865 0.70114777] [ 0.26561923] [ 0.39359068 0.61760643 0.5015563 0.58561041 0.53653409 0.59939996 0.4699448 0.54864194 0.53723274 0.48026679] [ 0.0464162] [ 0.65979132 0.225085 0.6398127 0.2611123 0.49692868 0.3225785 0.49149661 0.54055025 0.42080614 0.24281135] [ 1.13613546] [ 0.57838893 0.68055935 0.45223511 0.6489582 0.23856071 0.41002494 0.43909143 0.59557468 0.60500587 0.40710206] [ 0.86169813] [ 0.54020336 0.43943197 0.6567477 0.30431527 0.52996766 0.4481085 0.41064066 0.57036027 0.54235872 0.47683823] [-0.54162257] [ 0.65080239 0.57958961 0.50526977 0.51719377 0.41864008 0.35453862 0.45511224 0.59868991 0.50626982 0.40880608] [-1.19385999] [ 0.66744309 0.52478723 0.54916272 0.49541555 0.49816572 0.38066517 0.46123357 0.57451179 0.49283596 0.44214094] [-0.65228855] [ 0.57979049 0.52311406 0.5375294 0.36576889 0.5146694 0.52247328 0.44425409 0.40746219 0.38366474 0.54583488] [-0.5250958] [ 0.49757199 0.48193744 0.48519825 0.53317256 0.45259334 0.55678818 0.39015471 0.67591639 0.47237714 0.55860465] [ 0.31813716] [ 0.82289791 0.54705695 0.61535705 0.16960807 0.33139585 0.21541119 0.60822379 0.68355308 0.61947856 0.2927892 ] [-0.50326334] [ 0.40104304 0.45892599 0.44808736 0.56636785 0.39398021 0.63143542 0.46066278 0.64248067 0.42961612 0.40814834] [ 0.39653276] [ 0.53739668 0.55198202 0.57810153 0.29143877 0.45538411 0.42046017 0.51671148 0.52023154 0.47243296 0.37917109] [-0.5422047] [ 0.6461599 0.61750959 0.47443608 0.50601976 0.42771682 0.32551879 0.48679387 0.74030179 0.54479779 0.37863873] [-0.03699209] [ 0.64043344 0.60008338 0.47108603 0.57268013 0.35122958 0.63670002 0.4698489 0.61584152 0.53886717 0.54330687] [-0.06231952] [ 0.74468152 0.50996478 0.53774694 0.40156115 0.27957504 0.37025181 0.46591241 0.55225693 0.58896666 0.3339622 ] [ 0.6766031] [ 0.78875466 0.44375311 0.68001856 0.36313053 0.50978568 0.3757418 0.62113324 0.54913474 0.4644654 0.34603343] [-0.35298896] [ 0.60368218 0.69573523 0.47592241 0.54315064 0.25856624 0.48104014 0.43746085 0.52108793 0.54402315 0.4530726 ] [ 0.41358466] [ 0.5237692 0.73903126 0.50550231 0.57582954 0.38026838 0.59882124 0.56994955 0.60001392 0.63240853 0.60179303] [ 0.05621304] [ 0.36368351 0.65993789 0.50976663 0.53649695 0.42031592 0.68279064 0.35065906 0.46930065 0.54325708 0.66280339] [ 1.26177303] [ 0.8327394 0.70077763 0.59412646 0.22988707 0.42278188 0.40448292 0.55382058 0.76900758 0.64258112 0.44551152] [ 0.55957169] [ 0.63103434 0.63872522 0.44976296 0.41956225 0.43901878 0.34484559 0.54408962 0.58316741 0.5566611 0.43994723] [ 0.38038142] [ 0.32029462 0.40632792 0.64327495 0.39576272 0.54323878 0.63036212 0.4212013 0.39095401 0.29182192 0.56650432] [-0.25966841] [ 0.35589176 0.60323722 0.36307609 0.63454645 0.51362824 0.69407401 0.35454803 0.56898252 0.56546842 0.52807844] [ 0.32480182] [ 0.84476886 0.51884155 0.65498779 0.30187542 0.36131507 0.2434137 0.51674716 0.7398733 0.56075433 0.24873758] [-0.69543617] [ 0.44862961 0.72720871 0.31085445 0.63522944 0.34381906 0.64403583 0.40588185 0.69672657 0.56417809 0.52163925] [ 2.05653622] [ 0.68526988 0.71456816 0.51512643 0.43241527 0.37157135 0.43366128 0.47790667 0.63825679 0.65164725 0.48550319] [-0.21535103] [ 0.37564527 0.18182188 0.73744715 0.44742395 0.44717021 0.52769841 0.51516242 0.49694554 0.29453194 0.330109 ] [ 0.27098931] [ 0.64181267 0.67657168 0.46135119 0.49182193 0.43913243 0.48444036 0.41887169 0.60903937 0.53465393 0.44742902] [ 0.19363953] [ 0.37504588 0.8281758 0.32656599 0.68020637 0.45115992 0.68764442 0.43794615 0.44423158 0.49458481 0.752374 ] [-0.21049631] [ 0.50528673 0.67349382 0.40883704 0.6084093 0.3708223 0.61235608 0.36604106 0.38511866 0.44113573 0.63899174] [-0.05251898] [ 0.33892637 0.67870295 0.37413906 0.7391956 0.37467537 0.65420261 0.52699777 0.57646867 0.49341806 0.55576539] [-0.17322474] [ 0.38117681 0.7872288 0.3507135 0.68388932 0.23506205 0.63542545 0.37106366 0.56335792 0.57582461 0.64625308] [-1.2715342] [ 0.66730923 0.58164723 0.58859089 0.3510866 0.43608892 0.41127972 0.51526758 0.571575 0.40678991 0.41879803] [-0.48601809] [ 0.42215175 0.42600399 0.52615396 0.38190316 0.48898169 0.54315097 0.46729503 0.36953755 0.44739893 0.35093283] [ 0.57253766] [ 0.1553346 0.62205688 0.44279382 0.56031757 0.55281947 0.78995173 0.43180884 0.32538406 0.48044274 0.68192798] [-0.2518559] [ 0.32198084 0.33411204 0.63691636 0.29903667 0.52710864 0.5305888 0.50913742 0.36900179 0.46673673 0.39265764] [-0.02856338] [ 0.37864415 0.44596596 0.44877892 0.62683834 0.39920925 0.66618781 0.41375395 0.65624648 0.54164608 0.43272358] [-0.56687188] [ 0.70234684 0.57072129 0.53840838 0.46641185 0.2885534 0.47786343 0.43452934 0.56918113 0.59667057 0.50277839] [-0.51205339] [ 0.69451614 0.61082143 0.5096311 0.39732839 0.40947986 0.42542308 0.44359228 0.50774867 0.60341893 0.45401206] [-0.82411617] [ 0.51593545 0.70769854 0.368941 0.51011675 0.28162178 0.46723281 0.4213625 0.63319619 0.52014944 0.36768959] [-0.03582573] [ 0.20816506 0.69053954 0.42422131 0.63900772 0.35002344 0.6867437 0.31530727 0.45852935 0.47153446 0.51879325] [ 0.16737137] [ 0.44838394 0.45446594 0.55152736 0.41202206 0.49575974 0.56539829 0.55811051 0.53094475 0.37796158 0.46512665] [-0.18243089] [ 0.53525615 0.57732888 0.55512154 0.52591533 0.6157396 0.65961008 0.39269476 0.45875224 0.35663562 0.64234213] [-0.04912393] [ 0.28216573 0.64470706 0.4478676 0.5568203 0.39067882 0.64542083 0.38542225 0.44042554 0.57287356 0.62752224] [ 1.36944184] [ 0.79886606 0.44787834 0.6089087 0.2123329 0.40088698 0.32088555 0.59597269 0.70897546 0.43997238 0.31405763] [ 0.16797799] [ 0.39439429 0.82105165 0.37014362 0.7322526 0.41549319 0.67653903 0.3593447 0.60701781 0.63555612 0.69510328] [-0.69660827] [ 0.60702616 0.37711078 0.60670807 0.42840587 0.54679708 0.55970121 0.47994124 0.46285276 0.32660003 0.43049332] [-0.07874431] [ 0.45675543 0.54587683 0.49673346 0.59857996 0.41657685 0.77525842 0.43866044 0.54341449 0.4720039 0.63013422] [ 0.25424473] [ 0.30524011 0.49382564 0.60911202 0.53707519 0.44677701 0.80420237 0.34283395 0.39727412 0.37550776 0.64577761] [-0.14280816] [ 0.4138197 0.37593151 0.52613872 0.61592602 0.49969129 0.67307517 0.45490387 0.5862406 0.3929815 0.49441822] [-0.13060559] [ 0.61069384 0.60891121 0.46616646 0.52540076 0.33701583 0.39861822 0.50451933 0.64106399 0.58028253 0.3200684 ] [ 0.76008444] [ 0.65411206 0.63682327 0.4840761 0.50525199 0.28411409 0.34796883 0.47672899 0.53261477 0.57855471 0.51821852] [-0.16569445] [ 0.42225355 0.6291919 0.55656552 0.68712952 0.53647421 0.69307501 0.42330907 0.50546261 0.52987473 0.6075122 ] [ 0.14423694] [ 0.32233657 0.40289082 0.61601591 0.34329569 0.51156217 0.70283023 0.38947044 0.31580579 0.32301094 0.55632518] [-0.14001674] [ 0.3007871 0.48537989 0.66901729 0.52984062 0.47500344 0.61653933 0.41675492 0.41761426 0.5229756 0.55205668] [ 0.59236431] [ 0.15970574 0.498459 0.48577814 0.67402018 0.52072285 0.62718313 0.45751061 0.31260453 0.47651416 0.53667727] [-0.69901466] [ 0.49904696 0.77575972 0.38381787 0.57652387 0.30491396 0.49405438 0.34365676 0.5220317 0.56438834 0.55107611] [-0.38806581] [ 0.71386823 0.47262454 0.63075881 0.32551562 0.43402216 0.42290839 0.44957807 0.59646333 0.51139823 0.44734906] [-0.18721953] [ 0.45031678 0.50270616 0.55110899 0.46393413 0.37071654 0.48415979 0.59496582 0.67191057 0.4484748 0.4082544 ] [-0.14328927] [ 0.5250067 0.43645923 0.59562124 0.39562718 0.46639813 0.43647978 0.42995118 0.48464186 0.3920395 0.4762256 ] [-0.8558741] [ 0.62590584 0.76362702 0.35119063 0.56418132 0.31127325 0.553062 0.32909112 0.56775212 0.58064069 0.57849911] [-0.29041843] [ 0.56909465 0.59153068 0.50772337 0.61585786 0.42100419 0.49636631 0.41759441 0.67396829 0.54144812 0.44186883] [-0.31616183] [ 0.39318797 0.36348548 0.61309232 0.46896019 0.44653897 0.58688414 0.40330108 0.48262565 0.37151853 0.45478922] [-0.3138443] [ 0.78386001 0.48313233 0.54077086 0.34027306 0.35464191 0.31406682 0.42005246 0.66870122 0.46103158 0.384413 ] [-0.06957335] [ 0.47531134 0.29439899 0.76900191 0.38396559 0.57662684 0.56352828 0.48242652 0.37430282 0.41482638 0.44192632] [-0.34180442] [ 0.55069396 0.63706847 0.48718563 0.58127142 0.48955032 0.3900679 0.44232056 0.60763078 0.58374232 0.37263556] [ 1.86534801] [ 0.41295878 0.64901621 0.4497495 0.58111727 0.34011897 0.42960522 0.45813294 0.5861842 0.60978327 0.380868 ] [ 0.75813069] [ 0.41971113 0.67031123 0.44024087 0.57931126 0.23672954 0.47309373 0.47209606 0.62802425 0.59695157 0.46995932] [ 2.18800408] [ 0.75899055 0.536411 0.53229492 0.39461918 0.34464829 0.24033371 0.54148192 0.53663201 0.58576725 0.24099611] [-0.47245458] [ 0.29089482 0.54734602 0.56660252 0.68011995 0.30134368 0.58918043 0.33885807 0.49216107 0.45480668 0.43932938] [ 0.16318988] [ 0.25849161 0.48446745 0.59060742 0.6799778 0.4933919 0.71357134 0.40117783 0.35500747 0.48001511 0.49892196] [-0.07367685] [ 0.40152775 0.64295216 0.41289487 0.58555471 0.39456277 0.6514689 0.34219861 0.43266764 0.46918683 0.65773544] [ 0.34774113] [ 0.42482677 0.66033948 0.47253702 0.60062733 0.41666338 0.57818957 0.54416516 0.56875573 0.50708494 0.60087998] [ 0.81586178] [ 0.33800686 0.71202629 0.35358994 0.67629782 0.39683037 0.65277789 0.42998586 0.49138696 0.64437743 0.57965953] [-0.28038099] [ 0.80217771 0.4816249 0.73365272 0.33606072 0.52232045 0.30005052 0.49731592 0.5949854 0.53651739 0.32809691] [-0.00017263] [ 0.4254896 0.73818433 0.44079784 0.60241223 0.35504806 0.50659442 0.38215262 0.52223963 0.51713535 0.65634869] [-0.42556885] [ 0.44454093 0.31012614 0.65176062 0.38151502 0.5309938 0.45426329 0.47408957 0.40721961 0.35590026 0.54179496] [-0.20377058] [ 0.45148039 0.56674185 0.48287551 0.36274222 0.42699846 0.53609164 0.45303033 0.48412509 0.46890333 0.45789607] Progress: 34.0% ... Training loss: 0.384 ... Validation loss: 0.631[-0.1228823] [ 0.46404762 0.57266845 0.48761462 0.52962317 0.46740823 0.61357061 0.48763378 0.44671048 0.43566519 0.5446188 ] [-0.49094359] [ 0.72501871 0.62815011 0.49209487 0.32928359 0.33245385 0.257073 0.4468468 0.59251713 0.48629969 0.44339222] [-0.29519935] [ 0.53231551 0.3631957 0.59319233 0.28620751 0.45036562 0.48988532 0.47124704 0.46967966 0.38649698 0.3354591 ] [-0.1370505] [ 0.51567227 0.61463506 0.57399518 0.51597876 0.44172759 0.44241391 0.46642373 0.62038214 0.5564726 0.47172601] [ 0.06493673] [ 0.44530925 0.57710469 0.52924004 0.55050355 0.26893346 0.59329072 0.41074213 0.55217106 0.49684689 0.43992952] [-0.18374837] [ 0.76933331 0.42201152 0.60756804 0.21423207 0.35003 0.28855858 0.51754049 0.61321062 0.4167243 0.28983816] [-0.41343667] [ 0.54191809 0.59242507 0.53875636 0.48652874 0.38600682 0.46751217 0.52574552 0.68246693 0.47299736 0.46036947] [-0.90077808] [ 0.52336545 0.73005466 0.39749436 0.63992691 0.3093879 0.40092509 0.32563455 0.52999388 0.52374584 0.57744871] [ 0.68406335] [ 0.59342091 0.49625095 0.57390683 0.42547628 0.47580321 0.47531507 0.48839945 0.64538021 0.46311419 0.36768454] [-0.00049599] [ 0.39846783 0.72374087 0.37196182 0.64826956 0.37633286 0.62261936 0.31360552 0.42219924 0.51619217 0.67744943] [-0.75417162] [ 0.54384992 0.67686718 0.43737857 0.5433344 0.37704273 0.38266798 0.53103553 0.66003289 0.60176403 0.36951186] [-1.21778397] [ 0.65086653 0.61416793 0.54775753 0.32512949 0.39415066 0.35812235 0.59494466 0.58587722 0.63526995 0.41370482] [-0.19726329] [ 0.36008162 0.40950845 0.55144195 0.45391846 0.61385487 0.63292556 0.39053913 0.4445344 0.32547628 0.54907088] [-0.85708835] [ 0.63988339 0.62371616 0.4662825 0.48528262 0.40253693 0.65054422 0.50678002 0.57051497 0.48633909 0.53767966] [ 0.71998368] [ 0.60819576 0.63438114 0.44892828 0.57008626 0.33091739 0.26348743 0.42742613 0.58851135 0.5396117 0.48539284] [-0.8266677] [ 0.30838722 0.51995901 0.46701878 0.60734463 0.39774016 0.50691537 0.42058405 0.52559137 0.59765218 0.40499572] [ 0.00684615] [ 0.24879707 0.68873516 0.49239393 0.61214154 0.52902391 0.67788635 0.36555592 0.49490583 0.43135941 0.60573368] [ 1.39549594] [ 0.71557514 0.6039981 0.51054869 0.40691066 0.27663342 0.3480496 0.49397963 0.56644904 0.60339901 0.37295435] [-0.1271153] [ 0.35108013 0.46449 0.58665531 0.55697103 0.46861367 0.53577798 0.40732845 0.40438981 0.3778543 0.68892774] [-0.58032445] [ 0.52207336 0.735863 0.3984792 0.60559786 0.35396166 0.50244254 0.428675 0.5956623 0.56570634 0.52126207] [ 0.51928454] [ 0.81747215 0.47187824 0.51531276 0.25407883 0.32449119 0.24465792 0.52347142 0.54803931 0.58966586 0.23081034] [-0.05204328] [ 0.41867037 0.2632479 0.68597155 0.30370745 0.55770973 0.3996096 0.3925731 0.3217745 0.32649951 0.33206819] [-0.54276767] [ 0.59242597 0.58908344 0.57352735 0.54789837 0.444171 0.62994938 0.45309664 0.61526771 0.51261282 0.54572627] [ 0.2807254] [ 0.1691518 0.40149443 0.59890202 0.60031175 0.5488754 0.7472795 0.44172375 0.3013295 0.4455505 0.54979024] [ 0.79827231] [ 0.62395085 0.56461095 0.55649128 0.31315415 0.41908764 0.40045919 0.51490114 0.48386957 0.58842012 0.46567769] [-0.16265141] [ 0.65530538 0.74467086 0.5157168 0.55575777 0.39764346 0.49668431 0.55601399 0.68246072 0.62165219 0.55688685] [-0.4795732] [ 0.63553425 0.55624848 0.56105784 0.33639572 0.3483394 0.34429904 0.57100421 0.76840289 0.47825922 0.30080369] [ 0.33398596] [ 0.74060774 0.488253 0.64593156 0.39828021 0.51321687 0.37603235 0.52654646 0.60849892 0.45498003 0.39930041] [-0.72510982] [ 0.42162542 0.76886288 0.38046476 0.61391936 0.32022516 0.39663663 0.37086631 0.42005198 0.48383424 0.53568606] [-0.21359398] [ 0.29868135 0.66061658 0.50290519 0.55172717 0.48629318 0.66253451 0.42610612 0.51275917 0.60565121 0.59618759] [-0.58320707] [ 0.46970215 0.72481905 0.46180554 0.527997 0.41264995 0.6817801 0.55685635 0.49380294 0.67084506 0.60164623] [ 0.0269786] [ 0.62666658 0.59121692 0.44405755 0.6704276 0.41564686 0.38424447 0.45401971 0.64147118 0.53000611 0.61429997] [ 0.25762108] [ 0.48918637 0.61348379 0.49588038 0.41811026 0.4394822 0.40468377 0.49426692 0.57630585 0.49165206 0.49197678] [-0.29987095] [ 0.27533629 0.53225059 0.54689755 0.64832466 0.286116 0.40085819 0.40947352 0.63323658 0.48248023 0.36623356] [-0.38068158] [ 0.29435617 0.51746326 0.49448715 0.50160076 0.43262544 0.55675787 0.44196614 0.42805881 0.51541307 0.43919888] [ 0.36320998] [ 0.19590685 0.4882735 0.53329983 0.69757092 0.46048296 0.75330273 0.36123305 0.28501769 0.43956375 0.55246531] [ 0.24164622] [ 0.31199463 0.63446017 0.41975517 0.70705064 0.3998138 0.70477612 0.38503323 0.39162644 0.44922319 0.59510761] [ 0.62309069] [ 0.61283987 0.69003804 0.50384468 0.48080659 0.40325986 0.47949325 0.52946607 0.53468012 0.60837191 0.53134616] [-0.57166073] [ 0.40710663 0.65372675 0.36304923 0.66936745 0.33933399 0.51197315 0.41244456 0.43430279 0.553993 0.54678851] [ 0.48727341] [ 0.1549202 0.69203142 0.47899404 0.60692883 0.48291675 0.73334636 0.37406207 0.31739437 0.5781247 0.70937256] [-0.23792285] [ 0.7402348 0.58459344 0.60291816 0.43049635 0.51870864 0.45278615 0.45713196 0.59048157 0.54429847 0.57222243] [-0.76428489] [ 0.75793835 0.62194515 0.51092786 0.4542779 0.25244312 0.35973897 0.4382113 0.62246396 0.65181122 0.40363913] [-0.43682198] [ 0.52261225 0.65209334 0.49426857 0.41676976 0.33406812 0.44335787 0.53366146 0.75076135 0.52108677 0.43157901] [-0.44125999] [ 0.47444699 0.67345503 0.38730614 0.69208707 0.24575498 0.45209008 0.32336173 0.47878875 0.56873491 0.46533945] [-0.11098323] [ 0.27202812 0.47117931 0.45065188 0.61300013 0.36346335 0.68679152 0.4000275 0.42605801 0.46801001 0.47276363] [ 0.02746759] [ 0.22503786 0.69182053 0.34257393 0.55549228 0.4625846 0.69994956 0.30714225 0.51839671 0.46946505 0.61535301] [ 0.18099669] [ 0.32962639 0.53257649 0.4405734 0.6472688 0.35812889 0.59800095 0.42795525 0.47578253 0.4617601 0.49110984] [ 0.06436986] [ 0.41208479 0.49581629 0.47222675 0.4851988 0.38036321 0.38451331 0.45233514 0.49817134 0.54367885 0.37754124] [-0.11575614] [ 0.4910284 0.58468658 0.41139464 0.65986773 0.34469752 0.34304908 0.33972409 0.42766626 0.58095088 0.43730162] [ 1.71508123] [ 0.79351515 0.51994616 0.57582274 0.25787797 0.40160429 0.24770099 0.57941189 0.71260641 0.47356388 0.38695535] [ 0.3180265] [ 0.6894459 0.67477929 0.38562755 0.41266926 0.27465523 0.44207838 0.43065982 0.51394235 0.52829295 0.4383633 ] [-0.36401376] [ 0.57557902 0.66005314 0.47865237 0.51472967 0.32699463 0.53694238 0.37363084 0.60633148 0.55659356 0.52403838] [-0.40082392] [ 0.37733151 0.40627043 0.53010707 0.50680778 0.57720861 0.63212714 0.46344261 0.52164921 0.47438509 0.52829802] [ 0.01441786] [ 0.31253292 0.64815552 0.47977568 0.55842506 0.44079667 0.42959484 0.36089023 0.51640449 0.47615791 0.60503156] [ 0.3554885] [ 0.4262041 0.49927623 0.4471968 0.4510637 0.41737458 0.35658315 0.41196827 0.44369729 0.54423407 0.37634896] [-0.41343667] [ 0.54191809 0.59242507 0.53875636 0.48652874 0.38600682 0.46751217 0.52574552 0.68246693 0.47299736 0.46036947] [ 0.22271571] [ 0.27324647 0.63402416 0.40780944 0.70113682 0.44220656 0.70985964 0.40181454 0.40631013 0.45197855 0.61721232] [ 0.69105806] [ 0.56370028 0.64150519 0.3681196 0.59994006 0.27306627 0.2296443 0.47781425 0.54893904 0.65325021 0.32769592] [-0.68594431] [ 0.41945199 0.63403558 0.43266754 0.46215012 0.43903583 0.44381671 0.44683667 0.41619898 0.58642581 0.60632323] [-0.44442301] [ 0.38805889 0.50786702 0.4593636 0.64221883 0.39891243 0.4861047 0.45036042 0.60572732 0.39297277 0.59784093] [-0.38248818] [ 0.3988189 0.65681098 0.43081172 0.57958987 0.45140002 0.54032968 0.41502257 0.52478436 0.56793163 0.44068453] [-1.04658088] [ 0.56914168 0.72322142 0.46003428 0.60613388 0.29121726 0.47653779 0.42696472 0.43897113 0.63068779 0.46848311] [ 0.47503637] [ 0.62630227 0.59103004 0.49562164 0.48973927 0.28727596 0.36516554 0.51182066 0.53629272 0.52652501 0.41648991] [-0.71121544] [ 0.58227423 0.45501349 0.63076349 0.20046331 0.64104398 0.62137496 0.53416694 0.46030722 0.34014039 0.56847864] [-1.00271001] [ 0.49723623 0.61019517 0.51079498 0.52808359 0.32644808 0.53554892 0.48055002 0.63752624 0.46091808 0.38589077] [-0.73638591] [ 0.64356657 0.4710578 0.5878845 0.36782717 0.48482465 0.49682185 0.50777504 0.54501632 0.3878263 0.44968296] [-0.51081906] [ 0.52459205 0.51553903 0.47349158 0.53074426 0.34296265 0.36403525 0.4856405 0.6826373 0.58090809 0.23424432] [-0.29082535] [ 0.6383832 0.63133837 0.51911324 0.38353456 0.36345975 0.53826007 0.5354085 0.65576829 0.55956804 0.44157468] [-0.02627209] [ 0.41232871 0.30287599 0.62882373 0.44195102 0.57444631 0.60887658 0.48703572 0.54329698 0.38006743 0.42756281] [ 0.12508996] [ 0.61516935 0.69674184 0.51595543 0.64341458 0.46422645 0.36716752 0.47218602 0.58408096 0.72731848 0.35167747] [-0.22467801] [ 0.48914896 0.6952488 0.38477887 0.66107063 0.34234263 0.62525699 0.35379757 0.39912196 0.46092568 0.64341961] [-0.32143275] [ 0.68832858 0.53041381 0.67305817 0.20813434 0.54122331 0.32733895 0.50277469 0.64030738 0.47083269 0.5327291 ] [ 1.76752166] [ 0.84900452 0.72372072 0.54314224 0.3156048 0.32864394 0.31684856 0.52211199 0.82108874 0.69080509 0.33206199] [-0.44261967] [ 0.56003548 0.60188674 0.50872327 0.47135227 0.4385311 0.53708833 0.47426052 0.55297743 0.4629272 0.50409902] [ 0.32868735] [ 0.51844753 0.55740062 0.53195658 0.5122094 0.49521035 0.55785189 0.55112469 0.65241031 0.52848306 0.41788023] [-0.41930257] [ 0.42571902 0.49377639 0.56551584 0.48262779 0.51836975 0.54846819 0.3575907 0.46348078 0.37532935 0.61467835] [ 0.39726742] [ 0.51195202 0.60487364 0.39645155 0.626347 0.39013072 0.40594628 0.55182414 0.62401237 0.56772454 0.45607575] [-0.22139754] [ 0.48111876 0.59516296 0.45021105 0.43057034 0.43284282 0.40436001 0.38914669 0.56033081 0.44193466 0.56043217] [-0.51948192] [ 0.38721484 0.57007497 0.54635622 0.55877481 0.44471092 0.51267524 0.42033499 0.39708433 0.43066936 0.50270001] [-0.66845745] [ 0.59412104 0.81360537 0.35374791 0.52034214 0.33960592 0.57374791 0.38887712 0.50273884 0.59577776 0.68418664] [-0.26224269] [ 0.63396805 0.53608614 0.66341719 0.24812288 0.53377732 0.52289629 0.5903031 0.61380034 0.44487251 0.53559971] [-0.03611006] [ 0.37083205 0.4983948 0.5139662 0.58274533 0.46675029 0.66517413 0.38713231 0.42469438 0.41380868 0.59095127] [-0.33738053] [ 0.7228109 0.7098298 0.5895623 0.53724252 0.42809081 0.47767368 0.49154793 0.66971039 0.66474516 0.5213084 ] [-0.74739475] [ 0.51314377 0.58954117 0.51889229 0.62709146 0.55482445 0.47513931 0.46558664 0.51278309 0.54524948 0.50386973] [ 0.84526578] [ 0.77454114 0.52628434 0.66205066 0.38378237 0.46689175 0.30139814 0.53260247 0.73505331 0.46125604 0.44178424] [-0.81498492] [ 0.60168753 0.75946358 0.4673849 0.52061196 0.53480678 0.49520755 0.38125631 0.60913535 0.56613154 0.57432687] [ 0.11406197] [ 0.52458285 0.40555572 0.63432998 0.27091367 0.45989301 0.48422172 0.51920946 0.7493216 0.47124517 0.3507897 ] [-0.13302326] [ 0.4988158 0.29765693 0.53237864 0.54402395 0.47381539 0.71149738 0.42409913 0.51147802 0.37920398 0.45614552] [-0.80715657] [ 0.42273117 0.7723724 0.288175 0.68988801 0.35126429 0.50351351 0.41657906 0.66039394 0.5753802 0.59426465] [-0.25031777] [ 0.37802892 0.39195263 0.57079181 0.40976652 0.63383461 0.62077678 0.40267066 0.4367075 0.31384992 0.54351488] [-0.34987638] [ 0.64113997 0.48797949 0.58706422 0.44870991 0.53610131 0.28243306 0.56545752 0.58889663 0.48639031 0.40671503] [ 0.17597842] [ 0.23441703 0.26784365 0.68236286 0.39819344 0.57687815 0.7116103 0.41514789 0.37174931 0.29397628 0.56291881] [-0.3438472] [ 0.46138732 0.58829482 0.43129328 0.48565555 0.56098697 0.61345245 0.46441613 0.48824226 0.431883 0.602855 ] [-0.25709225] [ 0.74459967 0.7072973 0.45250783 0.42819222 0.35076831 0.25123952 0.45299724 0.60528337 0.61971928 0.41122694] [-0.93520249] [ 0.44200439 0.59883944 0.45324522 0.62917817 0.39893889 0.45755383 0.45322968 0.54800494 0.39089527 0.40676443] [-0.23497974] [ 0.48276286 0.19682327 0.75679825 0.26243857 0.51940453 0.55142304 0.46201358 0.47640779 0.30622401 0.33108764] [-0.03446051] [ 0.46033281 0.52403293 0.48391633 0.39730069 0.39874556 0.48040877 0.42645727 0.59624897 0.45437632 0.44545543] [ 0.15342849] [ 0.55171783 0.6221952 0.56591304 0.53475076 0.48880297 0.46810846 0.5366593 0.52194595 0.6139853 0.5724278 ] [-0.79856543] [ 0.53524865 0.57965375 0.49013166 0.43037144 0.35739787 0.44311087 0.41145115 0.56048631 0.50807392 0.44205087] [ 0.30368678] [ 0.31925287 0.53065729 0.49724868 0.49510547 0.59219717 0.79346531 0.28272403 0.49246385 0.38442203 0.74130982] [-0.4896134] [ 0.35326284 0.58329113 0.3569841 0.46837906 0.41138323 0.59267588 0.38454248 0.57706274 0.51748624 0.43363889] [ 0.63516828] [ 0.50965648 0.63470422 0.49641759 0.45818558 0.31531789 0.39549719 0.4431081 0.62747213 0.47910241 0.5068248 ] [ 1.51745725] [ 0.60994908 0.63911075 0.45128761 0.42052396 0.30964006 0.25892702 0.50704141 0.68396935 0.64287522 0.2878252 ] [ 0.22890786] [ 0.29593094 0.45475679 0.61480265 0.61035662 0.45512585 0.69915453 0.34679971 0.35944444 0.33599668 0.67794002] [-0.13862254] [ 0.30313256 0.54513002 0.42341019 0.66008672 0.4458306 0.71967285 0.36295717 0.52540497 0.40572383 0.53090544] [ 0.97302188] [ 0.79675841 0.40409447 0.69464044 0.36927493 0.43905926 0.44370923 0.50878119 0.77446651 0.41894963 0.34541072] [-0.07015454] [ 0.55083207 0.58795259 0.5631236 0.37766062 0.57440938 0.38209431 0.55489439 0.5400737 0.61299868 0.36448832] [ 0.0454594] [ 0.34782737 0.71339222 0.5100285 0.75278545 0.48903027 0.73183965 0.36824131 0.4612832 0.56687522 0.64668106] [ 0.01241762] [ 0.28395544 0.49014456 0.56676267 0.6003443 0.41758511 0.70219415 0.39505141 0.48530637 0.52221861 0.51896734] [-0.51764602] [ 0.40684392 0.60308604 0.44092067 0.41909225 0.53333589 0.58529542 0.38275149 0.46941787 0.49111506 0.53480825] [ 0.63670825] [ 0.78504562 0.3859704 0.63804931 0.25501229 0.45360667 0.42038029 0.5803334 0.67039053 0.41117322 0.32758851] [-0.33219051] [ 0.66122108 0.58780518 0.60098953 0.42415668 0.49161751 0.40437708 0.54677074 0.63256984 0.50475359 0.44015416] [ 0.15902963] [ 0.45433507 0.52846417 0.62517421 0.35453165 0.56007397 0.48882967 0.50395168 0.58788119 0.51055001 0.46297726] [-0.29381654] [ 0.36892409 0.3792021 0.71872843 0.4647642 0.46592155 0.50806423 0.39152874 0.39541434 0.46055531 0.40787641] [-0.01805415] [ 0.26505148 0.57510481 0.47109025 0.58258648 0.42641488 0.57186681 0.3821409 0.48695802 0.50151937 0.52269326] [-0.58603402] [ 0.69129958 0.41498486 0.63099773 0.19309547 0.43652673 0.38891605 0.53388663 0.74758547 0.53276411 0.31882825] [ 1.05841223] [ 0.61737027 0.63346934 0.47550195 0.35501188 0.38633498 0.40439185 0.47656745 0.64156955 0.58448851 0.42248928] [-0.95802818] [ 0.565487 0.67427001 0.55764664 0.54766014 0.44987997 0.43375767 0.42272447 0.63136506 0.51778954 0.44386985] [-0.16425348] [ 0.37417612 0.59488193 0.48353089 0.58185233 0.49879132 0.63996952 0.37709374 0.49875876 0.53327018 0.62022053] [ 0.77044605] [ 0.60669913 0.54605002 0.58326292 0.37574909 0.26439312 0.39920348 0.49684374 0.68660531 0.58731515 0.32886165] [ 0.03459963] [ 0.66827703 0.67372165 0.57499989 0.3936886 0.36826646 0.51199042 0.62505878 0.66682249 0.64298954 0.47204664] [-0.63559045] [ 0.37969777 0.3961016 0.59323257 0.42089664 0.44043265 0.59048837 0.45208369 0.41991509 0.43352684 0.413465 ] [ 2.22273635] [ 0.84707021 0.59841332 0.61109282 0.33285556 0.40356867 0.25281894 0.55111302 0.74101403 0.62546039 0.26155263] [ 0.01303959] [ 0.52525364 0.73878432 0.31517519 0.5652622 0.22374531 0.4852708 0.38861019 0.60966643 0.53176906 0.47058138] [-0.27044318] [ 0.3082119 0.73164981 0.45113514 0.57725298 0.37505588 0.65408096 0.48421905 0.54854816 0.60326501 0.56984894] [ 1.37968378] [ 0.67475491 0.78518662 0.47507217 0.42524503 0.28473229 0.31569393 0.55102374 0.70437161 0.68025648 0.56302107] [-0.74651751] [ 0.71818695 0.73070697 0.48014085 0.33548421 0.31249882 0.44271709 0.46864698 0.62617348 0.58899887 0.54657933] [-0.1812527] [ 0.39699026 0.47699149 0.49264024 0.53236688 0.4181694 0.47598232 0.49266998 0.57229596 0.43610071 0.41350296] Progress: 34.3% ... Training loss: 0.384 ... Validation loss: 0.625[ 0.42673145] [ 0.21606633 0.53393629 0.5471432 0.59910993 0.5440107 0.78658973 0.39855385 0.43345686 0.49316068 0.68397407] [ 1.20658703] [ 0.66039509 0.37979107 0.64718757 0.32825297 0.4822491 0.46983085 0.52172798 0.63511909 0.45619966 0.40638801] [-0.2442514] [ 0.49247432 0.49510169 0.576417 0.43502207 0.47034196 0.50353367 0.50670351 0.61622521 0.3861345 0.41380281] [-0.57840891] [ 0.43871456 0.62025911 0.42643489 0.57032006 0.44082866 0.39169513 0.35643693 0.40959517 0.41491598 0.5035663 ] [-0.85840273] [ 0.71740968 0.76570584 0.55510797 0.38775297 0.41518972 0.62417597 0.55456863 0.55795767 0.55923928 0.63015707] [-0.29193164] [ 0.55165368 0.60292883 0.49733172 0.57243395 0.28743898 0.42984142 0.50669763 0.51214148 0.54589689 0.4899133 ] [ 0.08309949] [ 0.45457628 0.68547069 0.50134795 0.52312434 0.44695177 0.61652248 0.41156384 0.61858461 0.54630848 0.55329842] [-0.01794011] [ 0.45389688 0.67364471 0.49333236 0.57687067 0.2861704 0.61026426 0.44597365 0.47837947 0.53437738 0.55081379] [ 0.25721722] [ 0.50922574 0.55521462 0.60463009 0.3648577 0.47458025 0.47065261 0.44384934 0.41924011 0.45655762 0.57476693] [ 0.30223904] [ 0.31505108 0.61523485 0.43145175 0.49458594 0.39544011 0.56720584 0.45303023 0.54699036 0.47253218 0.49890022] [-0.17835143] [ 0.47713202 0.45040869 0.54983881 0.41423703 0.43180968 0.524624 0.41025679 0.4613186 0.37654515 0.5079927 ] [ 0.02317881] [ 0.33971739 0.57324729 0.39967195 0.69058842 0.29099302 0.40020849 0.4440723 0.43635512 0.56524492 0.39078606] [-0.25659043] [ 0.42966995 0.57767059 0.42955046 0.5295611 0.3503307 0.4238451 0.35823088 0.43910353 0.52388 0.39833746] [ 0.59197631] [ 0.59386462 0.64673615 0.45701567 0.46699416 0.35408724 0.34867808 0.42465846 0.60216583 0.67727358 0.36802396] [ 0.16875263] [ 0.55998486 0.36681629 0.60841523 0.36622661 0.47099734 0.32156571 0.5575231 0.45517974 0.51483371 0.23967213] [ 0.03318563] [ 0.42969769 0.67611028 0.51089687 0.61553654 0.40181661 0.59412073 0.40088394 0.5432012 0.57729975 0.50405042] [ 0.0469201] [ 0.4508805 0.46512778 0.62270433 0.44132177 0.61355848 0.59923298 0.3713196 0.42330153 0.48903121 0.55109102] [-0.23633848] [ 0.85867085 0.59615437 0.6646656 0.25690851 0.35030553 0.23785456 0.66107705 0.78467801 0.58289693 0.26240574] [ 0.08971868] [ 0.33377888 0.65120714 0.43902184 0.60949091 0.47471327 0.61603788 0.48336288 0.37467817 0.59275004 0.6805044 ] [-1.47027648] [ 0.60570853 0.38822757 0.64106426 0.29255678 0.31131389 0.30162482 0.52864696 0.58739886 0.55108861 0.21666392] [ 0.65037077] [ 0.5654035 0.57460982 0.55794674 0.47688044 0.29340714 0.44610987 0.40186143 0.57628413 0.5538044 0.49034898] [ 0.08225099] [ 0.42039936 0.3845278 0.65646887 0.4651216 0.54508277 0.5958322 0.40413908 0.44741569 0.37117461 0.44715112] [-0.70830895] [ 0.70303975 0.63822025 0.53305735 0.35696751 0.44993979 0.29544541 0.57699639 0.65453839 0.55769897 0.44993222] [ 0.12102802] [ 0.49566114 0.80003477 0.33626693 0.62873049 0.26754989 0.56097272 0.39472809 0.51494768 0.63959116 0.638908 ] [ 1.58698632] [ 0.64571036 0.59968247 0.49134137 0.56250706 0.46753116 0.47908506 0.46128638 0.64841949 0.58771979 0.3584312 ] [-0.2709787] [ 0.59418132 0.19089371 0.74526425 0.22259362 0.5321852 0.39767188 0.51816111 0.57428795 0.35080556 0.29636444] [ 0.7878487] [ 0.49701339 0.59601677 0.42627036 0.59334026 0.40272827 0.43755895 0.532615 0.54361575 0.59347544 0.33873717] [-0.52143102] [ 0.77313228 0.61124792 0.55173954 0.40046423 0.33128309 0.31758885 0.46673364 0.54417525 0.66258354 0.36881533] [-0.12522742] [ 0.40717968 0.63898645 0.47790487 0.55327759 0.44472849 0.61205327 0.46123212 0.48203915 0.53783312 0.56222929] [ 0.07178253] [ 0.38212527 0.65212973 0.36436212 0.64400635 0.36904459 0.52791332 0.43591145 0.61885996 0.5121957 0.48186195] [-0.27372791] [ 0.52372294 0.66510514 0.48185333 0.38339814 0.44203281 0.34764385 0.40702157 0.57002348 0.47425747 0.63259878] [-0.79522472] [ 0.63430275 0.73205434 0.45158376 0.63921985 0.51806697 0.53652576 0.36804518 0.5935501 0.56299983 0.53534125] [-0.49632473] [ 0.59956795 0.70122934 0.57319821 0.45788204 0.46995854 0.49955051 0.44805645 0.50985266 0.62558045 0.50158349] [ 0.86708085] [ 0.43246239 0.65931764 0.36816592 0.50160015 0.40620859 0.42060264 0.43416243 0.52953879 0.57498113 0.43234271] [-0.00923589] [ 0.50281619 0.5707075 0.56157467 0.55579043 0.32627691 0.41985791 0.43560684 0.55603445 0.54286895 0.4752757 ] [-0.2543475] [ 0.51379461 0.64395004 0.49037731 0.67610233 0.5424388 0.68349913 0.43541119 0.49894106 0.45873696 0.53366192] [ 1.42739585] [ 0.59955193 0.62528938 0.52031082 0.46523311 0.28247308 0.49516123 0.53064874 0.80771681 0.51400523 0.35881626] [ 0.25728774] [ 0.32486377 0.3534767 0.65686414 0.40510955 0.63016682 0.68180578 0.40970146 0.27792565 0.31163426 0.57350413] [ 1.43044449] [ 0.5552235 0.45134146 0.61985449 0.32602995 0.41848079 0.47464592 0.40174985 0.50421593 0.41672801 0.42201447] [ 0.08221449] [ 0.7936893 0.48773515 0.56812252 0.26246234 0.44712656 0.38909404 0.54057661 0.64774766 0.48094865 0.34322652] [ 1.06869721] [ 0.39629166 0.63172105 0.49822618 0.58904733 0.3456935 0.52891014 0.40033566 0.54288327 0.47789614 0.48057886] [-0.43852804] [ 0.59173777 0.58899229 0.57396974 0.54728808 0.44323782 0.62922509 0.45408814 0.61553264 0.51339152 0.54474 ] [-0.04074961] [ 0.34191286 0.54969587 0.51796669 0.56430215 0.4910178 0.61108557 0.44007002 0.37094212 0.38715463 0.60748327] [-0.86883289] [ 0.61002194 0.40247181 0.57932628 0.43935917 0.58979553 0.51064375 0.59726328 0.44000442 0.43718296 0.35495907] [ 0.00449081] [ 0.23690313 0.56405742 0.44310479 0.58518879 0.5077222 0.75505594 0.45799026 0.53994582 0.60559365 0.52746583] [ 0.24798617] [ 0.31338124 0.48289204 0.53265626 0.4399258 0.45211327 0.6710648 0.38811128 0.47672322 0.33357878 0.47297825] [-0.88225213] [ 0.68640462 0.64199556 0.51586211 0.60299296 0.37802091 0.59855041 0.38531689 0.69045767 0.55096525 0.47471916] [-0.36776507] [ 0.56614696 0.55672437 0.49063296 0.54499684 0.38791885 0.50698165 0.45914958 0.47140555 0.44545719 0.40905651] [ 0.36223194] [ 0.35201396 0.54763699 0.50875655 0.61005714 0.59948083 0.70722685 0.37913073 0.45706647 0.49006349 0.54493134] [ 0.57248272] [ 0.25203075 0.47626632 0.47732189 0.64835179 0.48833085 0.52220906 0.41160637 0.44139763 0.55045462 0.71770348] [-0.12807599] [ 0.77654873 0.56691174 0.57653535 0.2767555 0.25311295 0.28442391 0.51105839 0.58413786 0.57215511 0.34628228] [-0.00923589] [ 0.50281619 0.5707075 0.56157467 0.55579043 0.32627691 0.41985791 0.43560684 0.55603445 0.54286895 0.4752757 ] [ 0.18583804] [ 0.751853 0.47291384 0.56225776 0.35068092 0.35650809 0.23979999 0.62927986 0.74114285 0.51025934 0.22004115] [-0.21285008] [ 0.57528569 0.553427 0.4185685 0.40770642 0.33367886 0.43292664 0.4078581 0.57890076 0.46948377 0.38965738] [ 1.31085055] [ 0.51272257 0.57188262 0.56833118 0.50077577 0.49798854 0.49547415 0.50878387 0.63376093 0.55777603 0.42910311] [-0.35172294] [ 0.67547586 0.43480091 0.66722855 0.22799483 0.46368742 0.35891956 0.56557019 0.54713171 0.49323977 0.35352822] [ 0.7646503] [ 0.54922711 0.65420839 0.54751723 0.63291823 0.46084239 0.50884107 0.40556762 0.61467017 0.45656559 0.61901058] [-1.32632498] [ 0.57906304 0.4521867 0.46083487 0.49354636 0.47124228 0.41838104 0.46766238 0.59498454 0.41490043 0.29303354] [ 0.16187048] [ 0.32083629 0.42586594 0.67182337 0.50923585 0.58710451 0.74336196 0.47396822 0.31488895 0.42494547 0.57004422] [-0.15598794] [ 0.3635143 0.52139102 0.58236119 0.59934663 0.40857849 0.59305927 0.35107584 0.4090696 0.39605998 0.59195552] [-0.18521952] [ 0.49766456 0.57253767 0.57895778 0.39999581 0.5352463 0.46061481 0.47841285 0.50238888 0.49173981 0.67830948] [ 0.33485905] [ 0.21126098 0.72734069 0.33513376 0.6750905 0.42146278 0.63272237 0.29381565 0.35369451 0.43010448 0.59546248] [-0.35183272] [ 0.37766515 0.62121858 0.39004756 0.61261287 0.4317469 0.63405851 0.46823811 0.51909332 0.41989789 0.50234288] [ 0.16706219] [ 0.29570225 0.7081141 0.37741897 0.58832846 0.51165902 0.74053512 0.30814977 0.59149795 0.54835813 0.6791249 ] [-0.39596216] [ 0.51089102 0.73614319 0.39582056 0.61029838 0.35882423 0.51769735 0.42434796 0.58309732 0.56057354 0.53293386] [-0.01814206] [ 0.37478214 0.73553438 0.35325992 0.57427703 0.33338599 0.45344184 0.49449827 0.5336893 0.6330572 0.53862882] [ 1.83185407] [ 0.62377663 0.62336717 0.48420278 0.44863767 0.35369202 0.29633386 0.46247353 0.56705635 0.60766332 0.32831457] [-0.4174761] [ 0.5234408 0.54713741 0.55109752 0.37246539 0.37914296 0.4651546 0.56695378 0.51146371 0.56034905 0.37910439] [-0.22996999] [ 0.62914199 0.54352032 0.42314524 0.41481431 0.37770117 0.3468484 0.37883058 0.54302789 0.41219996 0.46893662] [ 0.06421087] [ 0.42263967 0.63630682 0.59378697 0.49170563 0.58346302 0.61809379 0.3512962 0.42466802 0.39241525 0.74075917] [-0.31083756] [ 0.46421839 0.60444049 0.54355591 0.51122135 0.43798169 0.60290829 0.45258535 0.50713458 0.38779901 0.57013384] [ 0.18064098] [ 0.2028745 0.158488 0.69831605 0.39766678 0.63011125 0.60351171 0.3816026 0.20283072 0.26285785 0.38770022] [-0.2013939] [ 0.57667273 0.50278181 0.59445954 0.41424749 0.46796372 0.58219657 0.51447976 0.54673942 0.34967973 0.47105757] [-0.84699502] [ 0.62613975 0.65980187 0.38329303 0.54319832 0.40080079 0.56356523 0.40967162 0.64268725 0.57316633 0.40694106] [-0.55551461] [ 0.50781011 0.77696823 0.37105568 0.53438353 0.3061612 0.48666952 0.37025924 0.5614021 0.60844922 0.54701083] [ 0.29419157] [ 0.26083646 0.56297127 0.45728053 0.44386285 0.44695203 0.78262385 0.34420665 0.3915295 0.4619734 0.65217231] [ 0.29316469] [ 0.39173958 0.66112462 0.35724696 0.53728181 0.42912784 0.66778069 0.35262436 0.60879634 0.51575391 0.64088342] [-0.10535878] [ 0.75172045 0.62121824 0.52358692 0.25659859 0.27711466 0.37318048 0.4913597 0.64965655 0.47533011 0.37964638] [-0.38744084] [ 0.57467442 0.63390255 0.61158636 0.45864297 0.44542249 0.54347712 0.43825256 0.60846819 0.47877687 0.48861434] [-0.11315698] [ 0.53624698 0.48879009 0.54889681 0.55997114 0.49618506 0.56236791 0.45143852 0.47916119 0.45912567 0.41188069] [-0.17677978] [ 0.48671689 0.77273284 0.40356631 0.42269856 0.39827169 0.39002312 0.50905083 0.54520246 0.65688256 0.65111278] [ 0.28482966] [ 0.52875639 0.48799832 0.59360977 0.4292763 0.47919734 0.65108806 0.40630073 0.67690763 0.56915342 0.48781301] [-0.29139379] [ 0.78543114 0.67787524 0.492735 0.31137082 0.28956403 0.30116277 0.48758092 0.69531699 0.55145186 0.43875202] [ 0.04949058] [ 0.3160113 0.51798802 0.58692166 0.44427802 0.43935216 0.57475584 0.39247735 0.50574072 0.42387212 0.51868386] [ 0.24205804] [ 0.63483046 0.429672 0.62149816 0.35387664 0.47004682 0.48292794 0.51263736 0.63531736 0.48492456 0.42829501] [ 0.16691835] [ 0.42970033 0.60848703 0.50858182 0.63189902 0.41429131 0.70721377 0.38587556 0.42736549 0.38520567 0.63005597] [ 0.83607991] [ 0.76760207 0.5610065 0.55684701 0.39234074 0.36991959 0.47466107 0.52706933 0.72010693 0.42992246 0.39768435] [ 0.13026899] [ 0.66823956 0.67360589 0.57572266 0.39268362 0.36696442 0.51017148 0.62641759 0.66786631 0.64405971 0.47012755] [ 0.03686261] [ 0.35256684 0.52878333 0.55813077 0.41541252 0.49850178 0.70625523 0.39942018 0.4839394 0.54111012 0.56158777] [ 0.57177918] [ 0.29822825 0.45816094 0.61725369 0.54451376 0.41858862 0.75383103 0.36818749 0.49234025 0.36711898 0.57656488] [-1.00920577] [ 0.51539984 0.57961184 0.54094279 0.42258841 0.37931662 0.41708426 0.5566953 0.6359857 0.51515521 0.32405227] [-0.04997943] [ 0.43189018 0.48040881 0.51960506 0.38960933 0.50330271 0.62022408 0.32624248 0.52836652 0.43226789 0.44314405] [-0.24652251] [ 0.66825212 0.54852588 0.67015818 0.29322543 0.56134512 0.55141588 0.55338278 0.54410356 0.52670208 0.51149237] [ 0.29627323] [ 0.39259671 0.7371584 0.45718753 0.60817295 0.40724696 0.73777935 0.46851722 0.53184828 0.47509656 0.67063287] [-0.30111597] [ 0.44955028 0.44937267 0.50340377 0.51247056 0.47186352 0.72843471 0.49392855 0.49004544 0.46306632 0.54467285] [ 0.2862102] [ 0.30360004 0.66032601 0.34923982 0.66799229 0.51551848 0.70170516 0.38857633 0.46668586 0.46347955 0.66450702] [ 0.02268695] [ 0.70085495 0.44823957 0.57508163 0.51355944 0.45987954 0.41489015 0.50074177 0.64475364 0.51054146 0.32542304] [-0.0722928] [ 0.58893498 0.69610932 0.54811158 0.47337603 0.40335702 0.57092884 0.46415455 0.51612653 0.55236388 0.5219028 ] [-0.02371308] [ 0.33852446 0.54695704 0.35494349 0.38105988 0.43948934 0.55015037 0.40963573 0.45988489 0.45090559 0.38912196] [ 0.41014815] [ 0.5287109 0.28823291 0.6641892 0.24276631 0.40674826 0.37443368 0.53197481 0.55218298 0.44213955 0.25229087] [ 0.9915535] [ 0.52822055 0.21390122 0.66451324 0.24438299 0.55392532 0.32522791 0.56329027 0.56997799 0.42948634 0.22090789] [-0.39056804] [ 0.73833748 0.66221107 0.59398064 0.28381457 0.48679346 0.49029233 0.43308866 0.64670153 0.62126937 0.48012379] [ 1.89899521] [ 0.67331825 0.79899938 0.46803193 0.48343681 0.40198777 0.37770991 0.59808787 0.64257806 0.7338816 0.37237764] [-0.03490856] [ 0.44513999 0.73132647 0.27340155 0.53277187 0.34799558 0.36954243 0.36909848 0.49790228 0.57279208 0.51097517] [-0.32447256] [ 0.62045691 0.39500079 0.61694879 0.47336143 0.60998975 0.45429003 0.47612156 0.47803079 0.42573108 0.43680607] [-0.93643251] [ 0.61078744 0.66243794 0.53763441 0.48646247 0.30122234 0.49766627 0.47938819 0.48763521 0.5321644 0.50076707] [-0.68976375] [ 0.57851297 0.59678516 0.49715733 0.618673 0.43268212 0.59636887 0.3772899 0.57538341 0.50988281 0.44031619] [-0.00980784] [ 0.25405346 0.35957664 0.56820752 0.54027043 0.38871129 0.58493902 0.39144641 0.38895872 0.39623378 0.36632992] [ 2.01766678] [ 0.81410524 0.52979049 0.60545112 0.3339178 0.36730003 0.20729952 0.64703033 0.75070494 0.55473187 0.27981001] [-0.17049758] [ 0.53762335 0.71008395 0.36402896 0.63144667 0.25806787 0.466937 0.37371466 0.53628696 0.587344 0.50247487] [-0.15437157] [ 0.52726753 0.59323597 0.50117182 0.57380904 0.42386522 0.75698751 0.40877328 0.53554273 0.38711314 0.64175927] [ 0.48053837] [ 0.5838784 0.16748358 0.76152526 0.25954289 0.38260749 0.39543641 0.51530838 0.62074479 0.34080582 0.22245058] [ 0.42060118] [ 0.54401895 0.47508095 0.50834519 0.4280128 0.42549831 0.48163583 0.44010793 0.61426746 0.5423906 0.4112256 ] [ 1.45936796] [ 0.52512874 0.75273989 0.39859869 0.63867317 0.43530008 0.40897345 0.50415052 0.68808518 0.68400875 0.32684742] [ 1.70284834] [ 0.76335682 0.45697097 0.58288361 0.33374037 0.40320148 0.33477266 0.50615642 0.74695701 0.56140304 0.24602416] [-0.42027554] [ 0.72710542 0.52275185 0.5838356 0.31231364 0.40832176 0.44435213 0.46264179 0.6304147 0.59102815 0.42309273] [ 0.32515751] [ 0.66970804 0.63342851 0.53258482 0.48274388 0.45055928 0.53778911 0.42256819 0.64126251 0.58778121 0.4829936 ] [ 0.11561236] [ 0.35077354 0.31662197 0.68688688 0.39935639 0.60047651 0.50750759 0.32820426 0.30570005 0.33925359 0.42058038] [ 0.30075676] [ 0.28625015 0.66714878 0.51012894 0.57755248 0.49896192 0.73807513 0.44546956 0.38239491 0.52605119 0.67915462] [ 0.30796376] [ 0.3842376 0.51302264 0.50547352 0.634502 0.32078158 0.50249467 0.481597 0.50850437 0.56115381 0.38773194] [ 0.28528105] [ 0.70535062 0.66756091 0.45929851 0.5385731 0.44154328 0.4891662 0.43376063 0.59767686 0.54864838 0.40547105] [ 0.19607085] [ 0.36892759 0.55757058 0.5346198 0.49909979 0.44930176 0.74096634 0.40823148 0.60547748 0.46252017 0.54983611] [-0.6832201] [ 0.52495268 0.70599604 0.37874697 0.56757225 0.44276265 0.46526168 0.32703676 0.50689443 0.52763397 0.52981653] [ 0.02976562] [ 0.27698983 0.4727282 0.58471931 0.51157795 0.46137195 0.70587602 0.4468318 0.39044139 0.48587242 0.59423204] [ 0.40568508] [ 0.24325824 0.6974293 0.41052339 0.69954947 0.49819858 0.75374748 0.35995667 0.54176171 0.58307948 0.71830924] [-0.23613548] [ 0.68622927 0.76046062 0.44184478 0.46359969 0.41330176 0.62156708 0.53957442 0.55703098 0.59936501 0.55421801] [ 0.62000112] [ 0.43374226 0.62409999 0.43495827 0.47109182 0.42292677 0.35323566 0.58694586 0.62816276 0.56373664 0.38502918] [-0.35794384] [ 0.39772045 0.56182735 0.46879521 0.3786779 0.42529136 0.62592742 0.44332575 0.54114686 0.46154006 0.40136907] Progress: 34.6% ... Training loss: 0.378 ... Validation loss: 0.621[-0.10908842] [ 0.3163016 0.7792699 0.34091689 0.64572777 0.39927342 0.56388404 0.36937345 0.42168228 0.52242865 0.67425807] [ 0.8479358] [ 0.59863039 0.5397917 0.44647298 0.43415439 0.25165013 0.42329079 0.5284138 0.78831936 0.5772462 0.27219584] [ 0.51847164] [ 0.32632981 0.75362838 0.43059646 0.6205147 0.30517147 0.61697249 0.48459348 0.67857947 0.53811441 0.51405128] [-0.04469684] [ 0.40532356 0.63623475 0.53551805 0.75368726 0.55329991 0.72612511 0.40941139 0.463941 0.54043869 0.59780654] [ 0.79664811] [ 0.65286121 0.62642222 0.47829877 0.51482703 0.47650448 0.52843241 0.54692076 0.74095707 0.57917892 0.37341817] [-0.33822543] [ 0.44355499 0.31293903 0.63648373 0.24309646 0.56572193 0.39788671 0.48498236 0.5613085 0.40400991 0.37043965] [-0.89365733] [ 0.3377264 0.45654313 0.55392502 0.62345228 0.33254276 0.56301199 0.48900589 0.66070868 0.45815203 0.35672583] [ 0.25009861] [ 0.46591787 0.30003522 0.69396235 0.38420957 0.4651389 0.5320321 0.41462819 0.43819178 0.42462421 0.37018081] [ 0.07745585] [ 0.51692652 0.54591115 0.53745228 0.46439272 0.33696598 0.47224351 0.54014181 0.48732047 0.50373033 0.50442243] [-0.80317439] [ 0.33759499 0.63810555 0.46972224 0.4379923 0.46262487 0.41095126 0.54198207 0.46889999 0.64061919 0.40898177] [-0.67259941] [ 0.64080579 0.54795081 0.56985866 0.36030389 0.46412781 0.48713463 0.44203624 0.71512366 0.61449247 0.55453442] [-0.35243073] [ 0.41282932 0.6840188 0.37179478 0.39565825 0.32847833 0.49228083 0.49516297 0.52266158 0.62723863 0.44527978] [-0.05622905] [ 0.26424968 0.66268167 0.37436118 0.70536395 0.4688146 0.69432238 0.40823869 0.55545533 0.63162682 0.62209679] [-0.15588443] [ 0.52676112 0.27360074 0.66174354 0.42782566 0.50075938 0.4537492 0.32226035 0.40905878 0.32458151 0.39892935] [ 0.2289612] [ 0.48663144 0.31585246 0.68978859 0.32546383 0.6166948 0.45773146 0.36722558 0.46603069 0.40169515 0.41928 ] [ 0.11277601] [ 0.25895673 0.66091225 0.39172737 0.59757032 0.3912936 0.76454261 0.27701682 0.47884389 0.4293713 0.59236924] [ 0.56747675] [ 0.562295 0.78488473 0.47999537 0.3469797 0.38696505 0.44773097 0.51509578 0.58065431 0.65274644 0.62367952] [ 1.51760404] [ 0.75226558 0.55182744 0.54087019 0.32077028 0.37746832 0.22968479 0.46096037 0.6102371 0.50703078 0.38553506] [ 0.71689678] [ 0.47583567 0.76762021 0.42650551 0.43721473 0.37437448 0.40497528 0.40898244 0.59475514 0.59128708 0.58570232] [-0.24822515] [ 0.58582896 0.46069669 0.49951326 0.41767014 0.37489722 0.5005192 0.48918013 0.65138458 0.52597189 0.27561355] [-0.16545132] [ 0.23662563 0.68213239 0.51973154 0.66089334 0.34661341 0.67652263 0.38336689 0.49240429 0.52643902 0.60328392] [-0.39052966] [ 0.39129468 0.68489745 0.44475714 0.56138121 0.29920395 0.48083819 0.41360401 0.4975253 0.58867185 0.50437996] [-0.4173142] [ 0.40708465 0.72294355 0.48855296 0.59478404 0.38095699 0.53788059 0.4553454 0.61666462 0.6304819 0.44495079] [-0.77771054] [ 0.64430362 0.55796714 0.54673567 0.52364954 0.34665782 0.46651831 0.49506407 0.70183729 0.59137571 0.37531442] [-0.29286654] [ 0.37512084 0.53031382 0.56033554 0.57688821 0.52623643 0.68651034 0.51671653 0.4744339 0.43325117 0.48763103] [-0.69240219] [ 0.50517933 0.32300515 0.72728142 0.23390314 0.59189346 0.54607914 0.53528365 0.35477821 0.38614828 0.5029603 ] [-0.07871102] [ 0.61301339 0.60035412 0.49425905 0.50743465 0.26100136 0.35349192 0.53961829 0.57435949 0.57664963 0.38758753] [ 0.60950782] [ 0.66228322 0.50017612 0.60198318 0.31731109 0.46585192 0.38205588 0.5005803 0.59910678 0.3850333 0.41450023] [-0.19488739] [ 0.28288326 0.42699649 0.65613759 0.49906126 0.53645556 0.66012899 0.43783768 0.3646422 0.42928447 0.50085987] [-0.49715333] [ 0.50798715 0.74287256 0.39157084 0.63516403 0.34422166 0.49342366 0.40803262 0.36902363 0.51417884 0.61755895] [-0.1625785] [ 0.36430483 0.60893106 0.40348704 0.54732048 0.41831525 0.45432281 0.46021668 0.476958 0.4778985 0.73387502] [ 0.04536451] [ 0.69152369 0.47939909 0.69999716 0.37920095 0.50322804 0.38635336 0.45737526 0.62512635 0.51722346 0.40149635] [ 0.1657855] [ 0.41209814 0.71960013 0.4637523 0.64644287 0.30653865 0.58563872 0.42955328 0.50111815 0.51707931 0.5427627 ] [-0.08383334] [ 0.48577344 0.51900818 0.50166724 0.33764466 0.41032207 0.54402855 0.43346869 0.56088856 0.52701684 0.39923306] [-0.33024133] [ 0.28891938 0.51764983 0.49257528 0.50462597 0.43595651 0.5665815 0.43885859 0.42046151 0.51178811 0.44659673] [ 0.19564705] [ 0.64141956 0.52798843 0.55269535 0.48585263 0.33473307 0.39326073 0.49999779 0.46495849 0.50118319 0.46729647] [-0.27609397] [ 0.75069706 0.51593507 0.53650771 0.33267464 0.33120214 0.42040574 0.45789751 0.52256266 0.5331752 0.40773544] [-0.48927354] [ 0.47276766 0.58571067 0.61302876 0.30731251 0.42033819 0.43257921 0.5512735 0.60887635 0.52383477 0.45148683] [-0.1586246] [ 0.45128239 0.50971839 0.62391636 0.47789048 0.39320201 0.56124724 0.41442112 0.45368827 0.46240216 0.5577954 ] [-0.94705654] [ 0.60685405 0.76489536 0.41829569 0.48753721 0.28280225 0.34818125 0.51629261 0.55895531 0.7004636 0.43495649] [-0.53337343] [ 0.34716242 0.69669045 0.46585818 0.65184599 0.27937161 0.587057 0.40423462 0.53169223 0.49019017 0.56151904] [-0.19633708] [ 0.48873465 0.61518683 0.45485908 0.59073326 0.30377578 0.63811068 0.37607144 0.43166124 0.48313972 0.5997379 ] [-0.28668666] [ 0.32233974 0.4310418 0.67394655 0.35246684 0.49838772 0.57725822 0.48377552 0.41211435 0.45411395 0.49657291] [-0.14519395] [ 0.30120919 0.49917902 0.40785712 0.58701864 0.48401693 0.768632 0.41495201 0.55257564 0.4079688 0.44968587] [-0.47359914] [ 0.41953167 0.46830624 0.45595683 0.65033765 0.43399303 0.5176978 0.56041719 0.61984891 0.3939824 0.38684118] [-0.2758465] [ 0.50960374 0.82158571 0.40924344 0.61003723 0.44383369 0.68365124 0.43159138 0.57984815 0.60932078 0.71288118] [-0.33098045] [ 0.68961991 0.53116053 0.67633367 0.47587572 0.48253001 0.46856487 0.51316114 0.65089231 0.5827448 0.45042145] [-0.62035233] [ 0.52145455 0.75204444 0.48623239 0.69974612 0.39426863 0.5716113 0.34508466 0.54692474 0.58453658 0.52838481] [-0.74377582] [ 0.43827311 0.30505281 0.71805605 0.40044424 0.43631165 0.46321418 0.50150952 0.44489982 0.36333919 0.36209908] [-0.30908425] [ 0.4994619 0.42459915 0.62606188 0.31273059 0.5236738 0.52952581 0.42270481 0.47953844 0.35080022 0.62338791] [-0.55761797] [ 0.79744342 0.52041205 0.55354453 0.34468833 0.27934897 0.3381794 0.50084245 0.56903263 0.60385949 0.32122162] [-0.15290328] [ 0.47906117 0.57093494 0.51096101 0.48898671 0.41597539 0.36462836 0.44712087 0.49210878 0.61867134 0.42865821] [-0.19216521] [ 0.58147003 0.55331079 0.48007269 0.36806237 0.33188674 0.30700435 0.49778822 0.54421439 0.5486555 0.34251196] [ 0.20029758] [ 0.77613285 0.51139103 0.63874363 0.34464434 0.47233397 0.40811217 0.50434843 0.65269197 0.57462099 0.35375453] [-0.42514943] [ 0.55143962 0.56300947 0.46183748 0.51028304 0.36984626 0.27010893 0.40817452 0.52692031 0.53318429 0.39966217] [ 0.14303103] [ 0.25796155 0.55019701 0.55394564 0.55711845 0.58143555 0.5923914 0.39997885 0.33617788 0.43076984 0.64308396] [ 0.37309241] [ 0.4996297 0.31607297 0.58983399 0.33712122 0.48744808 0.43414583 0.40661552 0.52499768 0.31153432 0.38493661] [-0.489424] [ 0.64069471 0.69140865 0.41225002 0.40086448 0.32015168 0.4556288 0.47507922 0.55347143 0.59691605 0.46403268] [-0.99195769] [ 0.49345912 0.66101777 0.44168332 0.54816725 0.26838022 0.56004468 0.40074985 0.58154637 0.57777377 0.49996887] [ 0.44325785] [ 0.55591986 0.54299712 0.41288582 0.61290219 0.3340088 0.24046618 0.4444705 0.58231632 0.55999338 0.48864139] [-0.38117022] [ 0.40857264 0.35746872 0.59048869 0.54982064 0.53884645 0.43341682 0.4516653 0.37350729 0.290309 0.6488492 ] [-0.0787384] [ 0.38458167 0.63684244 0.50664322 0.51047667 0.37176433 0.59028207 0.42201672 0.51796724 0.48588602 0.55398623] [ 0.28160233] [ 0.47497624 0.60791022 0.48645168 0.36912289 0.31793301 0.40709359 0.48916959 0.72458171 0.53446064 0.32595828] [-0.13005341] [ 0.3689575 0.47089698 0.56176205 0.2897565 0.43940464 0.44148386 0.53714232 0.51480702 0.54107847 0.39451007] [ 0.31310872] [ 0.63847323 0.65003379 0.53493326 0.34372722 0.2773199 0.37473104 0.55410691 0.72771163 0.57428685 0.33388686] [-0.42005961] [ 0.66102164 0.62572202 0.59887957 0.4974921 0.5735688 0.45167621 0.40750934 0.5635766 0.53239994 0.59926644] [ 0.71689678] [ 0.47583567 0.76762021 0.42650551 0.43721473 0.37437448 0.40497528 0.40898244 0.59475514 0.59128708 0.58570232] [-0.2362498] [ 0.49306755 0.59289861 0.4395484 0.4980918 0.35999707 0.48368489 0.57510485 0.71779896 0.52301044 0.2984116 ] [ 0.11294424] [ 0.525458 0.58884292 0.56263546 0.51905577 0.37220851 0.41637552 0.38151015 0.49421451 0.56808948 0.48371042] [ 1.665391] [ 0.59246683 0.63260957 0.4151409 0.4803852 0.24983334 0.34941289 0.45525472 0.47132989 0.58145335 0.3373929 ] [ 0.73575966] [ 0.43551619 0.73110766 0.42992045 0.51474305 0.32028599 0.4724477 0.58525815 0.72321658 0.64544887 0.37968646] [ 0.09702699] [ 0.49624504 0.30927759 0.60574814 0.28005633 0.48502717 0.56665361 0.42719925 0.37927542 0.27348179 0.40545531] [ 0.77597463] [ 0.53883064 0.53396431 0.55853936 0.28951658 0.45632804 0.5768648 0.4626184 0.61519048 0.48699197 0.46509253] [-0.20208173] [ 0.37400105 0.72501503 0.44174276 0.54126389 0.48348114 0.56363176 0.44482118 0.62163014 0.60582384 0.50105545] [ 1.84250112] [ 0.73224047 0.49029465 0.58479225 0.3335275 0.30302754 0.3113549 0.44895025 0.55095147 0.50246373 0.31921283] [-0.99128128] [ 0.68705173 0.32916267 0.72124144 0.28229174 0.51739212 0.38789934 0.49723638 0.53861151 0.43027086 0.51247472] [ 1.38707144] [ 0.31455117 0.6458387 0.34261037 0.5521622 0.40556649 0.43093003 0.4663284 0.53129756 0.63750389 0.28832539] [-0.70220377] [ 0.41758096 0.63547192 0.52165208 0.59971247 0.27316076 0.56469303 0.40140056 0.50120499 0.4429144 0.51694646] [-0.88189431] [ 0.62938358 0.59659397 0.54576888 0.38776649 0.43389933 0.48984781 0.48772961 0.45017933 0.55184407 0.47729841] [-0.03307835] [ 0.65994578 0.63933005 0.47666141 0.31807008 0.44239236 0.55225838 0.52084904 0.44487563 0.53882585 0.54082629] [-0.42574412] [ 0.67633182 0.64438598 0.51876985 0.38964057 0.31944221 0.36564619 0.47717817 0.56785358 0.54071569 0.49001791] [ 0.22608309] [ 0.2463215 0.65032269 0.41457958 0.72765577 0.47244288 0.74459619 0.44338086 0.38144011 0.52430474 0.61652673] [-0.04602597] [ 0.2352203 0.44342556 0.53348074 0.50541531 0.49868266 0.60090239 0.50206108 0.48863784 0.49835456 0.53952775] [-0.58209976] [ 0.41672865 0.50105928 0.4774723 0.44606125 0.46212387 0.52294937 0.42601292 0.50024642 0.50054187 0.43109523] [-0.16445047] [ 0.69470729 0.5229352 0.50369241 0.44405639 0.35855754 0.29729637 0.38755826 0.57596018 0.52876039 0.4314392 ] [-0.83730496] [ 0.53450273 0.59299321 0.52609788 0.20634903 0.38434904 0.36378539 0.46052193 0.59126648 0.52217071 0.34407146] [-0.06850795] [ 0.44464015 0.70482434 0.34689085 0.59070072 0.42864951 0.55330031 0.52867485 0.72378831 0.69690493 0.34680254] [-0.08051145] [ 0.42171045 0.66562593 0.38972545 0.60998342 0.39015648 0.46073031 0.34378809 0.52986952 0.49987137 0.6624229 ] [-0.51623219] [ 0.64346909 0.44663498 0.60904514 0.38186091 0.4621806 0.29670121 0.45844818 0.52692452 0.40842602 0.49557309] [-0.32910645] [ 0.43094781 0.48674338 0.61988455 0.34952579 0.56844925 0.45189694 0.49731898 0.49641588 0.51665214 0.44025586] [-1.02945879] [ 0.64527451 0.81729059 0.41824578 0.6094106 0.44860114 0.46245723 0.44195752 0.56538779 0.57575436 0.57036602] [-0.25121644] [ 0.43769419 0.40716906 0.5503722 0.42100928 0.51776027 0.64300332 0.47600636 0.45448225 0.41705672 0.47348734] [-0.5153193] [ 0.43011674 0.69747957 0.49050002 0.55832602 0.30216246 0.55523247 0.52053325 0.68378582 0.53160516 0.38714196] [ 1.11189377] [ 0.80703083 0.64368753 0.55299291 0.28700209 0.35205087 0.35283198 0.59191902 0.79203674 0.53968364 0.34809484] [ 0.82498584] [ 0.68583292 0.35025701 0.66556302 0.21735347 0.40283152 0.36369456 0.4967727 0.6506808 0.43783859 0.29055993] [ 0.21588442] [ 0.5416446 0.67101059 0.5219174 0.5203624 0.4313598 0.42347567 0.42353811 0.48657251 0.63219327 0.50719195] [-0.23093793] [ 0.48871409 0.8191211 0.43701807 0.69995323 0.36888599 0.66760659 0.42201456 0.52508019 0.57809703 0.7490003 ] [-0.48779802] [ 0.32578734 0.4128775 0.6589382 0.39633125 0.45680169 0.64155816 0.47076571 0.41312044 0.48486762 0.47856457] [ 1.24546897] [ 0.800544 0.44730558 0.61162293 0.20995301 0.39535234 0.31275694 0.60082446 0.71446519 0.44563489 0.30769793] [ 0.33476766] [ 0.5646355 0.45268525 0.56335855 0.36065252 0.43578833 0.48765341 0.41827924 0.60130819 0.53717946 0.36420218] [ 0.63008912] [ 0.50207852 0.66617426 0.46449563 0.48148617 0.31626481 0.38202858 0.41796345 0.62009307 0.52894643 0.41974895] [ 0.70953681] [ 0.5613483 0.58230011 0.49124828 0.4173285 0.33082377 0.42794045 0.45624495 0.45706639 0.57394938 0.44830646] [ 0.42838492] [ 0.28393581 0.73322277 0.43174924 0.65904149 0.47583376 0.70009404 0.39226131 0.59641819 0.47455114 0.6231855 ] [-0.37841713] [ 0.60869163 0.73320789 0.49488045 0.41884832 0.41223969 0.35324248 0.55652379 0.50330772 0.72996245 0.59403006] [-0.83393551] [ 0.54988629 0.62299455 0.48901215 0.69134105 0.45691168 0.51958535 0.40150711 0.49241262 0.54651627 0.39945899] [-1.13137446] [ 0.84543182 0.75031844 0.57690832 0.38499338 0.39764154 0.49957481 0.50268992 0.77619985 0.73135602 0.53271826] [-0.0954765] [ 0.27962913 0.58030417 0.40202385 0.42807818 0.48272529 0.43070256 0.38743602 0.51835752 0.44213962 0.50992585] [ 0.67826849] [ 0.6652034 0.36245245 0.66182217 0.32303218 0.42082966 0.48826462 0.51315585 0.57188251 0.40058883 0.33283611] [-0.67755165] [ 0.49533092 0.68589111 0.37536313 0.60080711 0.38298594 0.48930471 0.3324832 0.49509334 0.45918298 0.54021723] [-0.25121644] [ 0.43769419 0.40716906 0.5503722 0.42100928 0.51776027 0.64300332 0.47600636 0.45448225 0.41705672 0.47348734] [ 1.64753258] [ 0.71389293 0.59402849 0.59729705 0.29815929 0.46587539 0.34703593 0.5559695 0.56824936 0.58081015 0.36363275] [-0.21789786] [ 0.34226627 0.4781977 0.57876796 0.49064471 0.54993812 0.73426349 0.40402161 0.48630088 0.47275924 0.54337251] [-0.42851409] [ 0.38750553 0.56046109 0.45979514 0.64515854 0.43084818 0.63451009 0.48529336 0.6434428 0.52967379 0.41124672] [-0.23913482] [ 0.66181629 0.65915302 0.44200723 0.50233069 0.23580953 0.39757452 0.42745989 0.63383198 0.60351505 0.40234493] [-0.38063431] [ 0.57979483 0.73886773 0.45429167 0.3982917 0.29744564 0.41525839 0.47661787 0.65384992 0.53353873 0.56024002] [-0.37678848] [ 0.66697657 0.71671188 0.54360287 0.50890725 0.42248123 0.35252021 0.55104158 0.67250634 0.62913223 0.43455254] [-0.17743537] [ 0.43188113 0.60468679 0.44880596 0.53342267 0.39022003 0.36553907 0.4094869 0.48595233 0.48763806 0.46329392] [-0.19499357] [ 0.63773219 0.58224422 0.44732645 0.38705314 0.30978413 0.53312536 0.46906268 0.48788933 0.4856867 0.48921422] [ 0.49273827] [ 0.72569007 0.43863087 0.60892546 0.33657213 0.37819028 0.27992523 0.4302039 0.63675417 0.5455637 0.33402734] [ 0.4558367] [ 0.29162938 0.3955183 0.59740542 0.61246719 0.4127901 0.61274356 0.37487357 0.47642035 0.53500649 0.39225025] [-0.564256] [ 0.58387002 0.68404539 0.41124385 0.59627718 0.25294998 0.58020298 0.35099431 0.53478183 0.56850094 0.51049271] [ 1.14836582] [ 0.61519722 0.62350485 0.44862865 0.64720104 0.27270587 0.30890835 0.42867257 0.51141115 0.54273221 0.49321812] [-1.00964969] [ 0.74846696 0.56412271 0.58153179 0.35694658 0.30048088 0.41631138 0.50727798 0.59964492 0.63485758 0.45882362] [ 0.28811595] [ 0.4131973 0.61854109 0.40253795 0.71232331 0.25350251 0.5031489 0.32053624 0.34790436 0.52086224 0.42224807] [-0.68948974] [ 0.51589867 0.63361611 0.45101868 0.56028855 0.29279541 0.59969565 0.37565904 0.46572261 0.59100742 0.51739219] [ 0.11049874] [ 0.20097866 0.58490022 0.44035964 0.65344399 0.4487475 0.67424545 0.38307941 0.52679552 0.41364152 0.56826417] [-0.24084599] [ 0.4702253 0.75743868 0.38596401 0.46024647 0.42874324 0.54260904 0.53069892 0.60342631 0.57357562 0.59892423] [-0.33391518] [ 0.43318252 0.43061456 0.45844873 0.59714878 0.41144573 0.38003467 0.44037275 0.54265077 0.40920997 0.33820336] Progress: 34.9% ... Training loss: 0.379 ... Validation loss: 0.619[-0.41297934] [ 0.67908165 0.77916304 0.4219083 0.34863677 0.31940745 0.29513487 0.45447717 0.68275861 0.6197375 0.46909738] [ 0.15555516] [ 0.36021219 0.63696992 0.4366404 0.59935098 0.47802308 0.65274677 0.42784165 0.51543271 0.45846822 0.64851664] [-0.16837212] [ 0.45736001 0.46794836 0.57945301 0.38394613 0.43955352 0.6754509 0.45275708 0.46195991 0.56427152 0.48452839] [ 1.80067149] [ 0.62651616 0.54101239 0.50045986 0.44042927 0.41674429 0.46366013 0.52264569 0.68420157 0.50346733 0.35593502] [ 0.04046093] [ 0.40112764 0.47651431 0.5097599 0.53843789 0.51612311 0.5378515 0.41319338 0.45727905 0.51071176 0.53754215] [ 0.7812631] [ 0.40152918 0.75003579 0.42715041 0.56667901 0.34715269 0.47857065 0.50448668 0.64027879 0.58577479 0.55767486] [ 0.00460846] [ 0.77914046 0.51526735 0.60135836 0.3063103 0.44023677 0.48749046 0.5102406 0.70242766 0.53477452 0.4410302 ] [-0.07117494] [ 0.29719971 0.73207333 0.44693465 0.58346669 0.38247011 0.67245536 0.47742128 0.53136155 0.59567844 0.5855117 ] [ 0.01316912] [ 0.74211925 0.69609065 0.46705262 0.29466084 0.29430263 0.3290797 0.47650854 0.61470872 0.55002195 0.40335885] [ 0.07481537] [ 0.57177341 0.72591842 0.43770236 0.61590741 0.40263409 0.45675466 0.41300387 0.57355407 0.73479982 0.39859039] [-0.55591234] [ 0.50838247 0.78751029 0.45296875 0.51342817 0.47789091 0.55001384 0.51770004 0.48001044 0.55041139 0.6056961 ] [ 0.27812251] [ 0.23813481 0.41171656 0.5588909 0.39602342 0.51680618 0.66322916 0.35064839 0.33180929 0.37183257 0.49316933] [-0.53884721] [ 0.63608689 0.54898049 0.53619952 0.44673514 0.42763413 0.64654106 0.51286368 0.5715 0.41199551 0.5796737 ] [-0.95785435] [ 0.49747475 0.56096271 0.53894945 0.53857294 0.32535302 0.44590481 0.36604771 0.50453466 0.44407459 0.39710222] [-0.18023893] [ 0.680368 0.69728942 0.58165034 0.51136112 0.50517063 0.52608943 0.45430353 0.61356519 0.67665334 0.54665258] [-0.180865] [ 0.29326508 0.52964568 0.37931234 0.51042501 0.50012212 0.55976357 0.39822687 0.37209321 0.35939813 0.46838224] [-0.04965801] [ 0.5430075 0.73853105 0.32966565 0.59371182 0.28418355 0.52866491 0.37385178 0.45759264 0.53267584 0.65363611] [-0.22172329] [ 0.35986199 0.30387453 0.6748108 0.36953389 0.49635927 0.54823154 0.49563052 0.44979296 0.37946275 0.43080852] [-0.07969761] [ 0.60970058 0.49694153 0.59770512 0.4018968 0.43242938 0.48300952 0.40648641 0.56494072 0.51197861 0.49047909] [ 0.04829276] [ 0.42142189 0.6174607 0.48368408 0.54048145 0.31792311 0.4274813 0.49352301 0.54695079 0.63059579 0.4450813 ] [-0.25450634] [ 0.56368545 0.68090503 0.47589437 0.5782182 0.35576803 0.46214735 0.40385084 0.51777867 0.58785893 0.48574567] [-0.04641186] [ 0.45451929 0.55223171 0.46382416 0.46020481 0.4843601 0.49147448 0.39833798 0.51985554 0.48675333 0.40952214] [-0.13224978] [ 0.57660665 0.33849392 0.64569654 0.40899558 0.5889103 0.52677241 0.48191467 0.43517822 0.35820149 0.37166756] [ 0.01750036] [ 0.30345124 0.74853313 0.41273432 0.6386499 0.43104234 0.63577797 0.38482766 0.43009371 0.59499449 0.65742763] [ 0.81894953] [ 0.75687776 0.58763746 0.51940529 0.25720158 0.32039759 0.28906999 0.48854035 0.63544765 0.54867524 0.32810014] [-0.8932532] [ 0.47842852 0.56710986 0.47522704 0.42522108 0.42722732 0.54650329 0.52101435 0.69188181 0.60401985 0.57737511] [ 0.01932287] [ 0.2590521 0.57717617 0.39422057 0.64036416 0.49358902 0.73537888 0.40448676 0.57481678 0.5343456 0.62458466] [-0.09156698] [ 0.37026025 0.65866959 0.3794616 0.66420623 0.41379419 0.66432105 0.42467082 0.51683102 0.45211632 0.51197862] [-0.64313863] [ 0.49291097 0.61582012 0.44532354 0.55285774 0.46936179 0.59397682 0.55020017 0.51083118 0.53680028 0.47805432] [-0.22941476] [ 0.62059122 0.51422288 0.57773335 0.39320476 0.50106209 0.47316459 0.4896467 0.57849406 0.48354273 0.4212237 ] [-0.32369596] [ 0.3895931 0.47456129 0.6193072 0.43602275 0.51568044 0.50838025 0.49141537 0.40036818 0.43301317 0.54355357] [ 0.24039171] [ 0.40954369 0.68226508 0.52953525 0.42306425 0.4186064 0.64619985 0.45932554 0.35233334 0.61614443 0.6627003 ] [-0.18072524] [ 0.37098308 0.31323662 0.63460335 0.29476795 0.4970349 0.42466047 0.50032638 0.40418528 0.47453008 0.28887489] [-0.11985456] [ 0.31115973 0.63237911 0.32452581 0.71855383 0.38138603 0.48585263 0.49720171 0.62257007 0.52874879 0.64810141] [-0.54849346] [ 0.66138399 0.4593538 0.61279627 0.36289418 0.41874937 0.41225855 0.47698106 0.55092597 0.55170277 0.37829937] [-0.4739536] [ 0.4610126 0.67201842 0.44799318 0.57519094 0.4374987 0.44436674 0.39652136 0.47826998 0.53424701 0.5895676 ] [ 0.17794972] [ 0.55237816 0.57741629 0.56031453 0.64722164 0.47874701 0.45290096 0.4827887 0.58109058 0.52664797 0.41438373] [-0.33254746] [ 0.35448207 0.69656241 0.36848335 0.62960236 0.43548503 0.43764888 0.40421415 0.43402819 0.595841 0.55752647] [-0.45427853] [ 0.408463 0.64030031 0.4737513 0.58886096 0.48480402 0.58946403 0.43312543 0.48290594 0.61106833 0.49790616] [ 0.41014184] [ 0.366447 0.37776324 0.63162138 0.49255764 0.53867665 0.48828906 0.34753424 0.40016628 0.41357102 0.41227672] [ 1.38973099] [ 0.76113719 0.52920112 0.60263867 0.22836285 0.37817447 0.38336804 0.5656307 0.621894 0.58158477 0.37198983] [-0.03744327] [ 0.8110986 0.46244766 0.59405286 0.24150969 0.37537564 0.22357924 0.52376314 0.65569169 0.48033656 0.33757707] [ 0.45037812] [ 0.40466108 0.58928754 0.58639768 0.61061703 0.34266347 0.55363001 0.4093209 0.53453377 0.60766788 0.46827993] [-0.96930411] [ 0.49360195 0.80153134 0.37434134 0.57049498 0.23518191 0.49853936 0.44316682 0.57104615 0.67401277 0.5446478 ] [ 2.08155208] [ 0.66307696 0.48246131 0.59609359 0.37691424 0.36316846 0.33873629 0.49723915 0.72302555 0.54244781 0.29655809] [-1.14956304] [ 0.70426388 0.63794758 0.56572798 0.47280153 0.41484886 0.30363724 0.49792816 0.6654116 0.61880755 0.29548798] [-0.10220304] [ 0.37080163 0.24683192 0.73004227 0.25670641 0.56275466 0.56329939 0.47932818 0.37687007 0.34950848 0.42177578] [ 0.01317208] [ 0.46668238 0.36785628 0.58106265 0.48929049 0.39045209 0.49712842 0.42918515 0.52060715 0.44675199 0.40641387] [ 0.20358672] [ 0.31489636 0.68860109 0.46416226 0.57430434 0.47650613 0.66928181 0.34331144 0.47311825 0.52255749 0.77069995] [-0.01517019] [ 0.30016045 0.6139838 0.37725864 0.71260619 0.34696967 0.68288826 0.31678544 0.50098728 0.49418297 0.4768593 ] [-0.10255869] [ 0.59301971 0.62242147 0.41929764 0.40330487 0.29895123 0.39297347 0.43482683 0.56510627 0.46576016 0.40488693] [-0.21429832] [ 0.76459141 0.59832279 0.50030931 0.39677275 0.2829464 0.38650992 0.44951678 0.52758869 0.60237357 0.39055716] [-1.03496323] [ 0.44959335 0.6138325 0.53193951 0.54663929 0.31894549 0.49714544 0.44473668 0.6033872 0.44696253 0.35487015] [ 0.00178575] [ 0.57103712 0.54884768 0.52654883 0.48999523 0.39148296 0.49693493 0.47874006 0.62078817 0.48618807 0.49930512] [ 0.14850658] [ 0.39565623 0.50086674 0.54966392 0.53816319 0.52920152 0.66361917 0.42155246 0.49649426 0.43405744 0.57038695] [ 0.00508617] [ 0.39529206 0.65842802 0.3459793 0.58279107 0.31416321 0.50588196 0.44303697 0.56121626 0.5228742 0.45726176] [-0.1641402] [ 0.30512833 0.78454607 0.26194324 0.71761665 0.29049142 0.63051572 0.40888533 0.59922408 0.5526697 0.61193828] [ 1.33160802] [ 0.43480101 0.46934362 0.49182681 0.36465571 0.42962004 0.44776764 0.46677995 0.59256685 0.45025852 0.31725898] [ 0.15108418] [ 0.47673109 0.67357349 0.49541341 0.55903621 0.3284598 0.47175166 0.43744579 0.50343841 0.49283128 0.43452427] [ 0.52529382] [ 0.2499326 0.68898038 0.30400758 0.53047688 0.35678688 0.69157856 0.34588731 0.52383872 0.49491432 0.5233227 ] [-0.51985692] [ 0.6340464 0.78120742 0.41551816 0.59861211 0.31559152 0.41540509 0.38157479 0.492815 0.66409096 0.62911621] [ 0.26900877] [ 0.38167012 0.59953827 0.54270748 0.4234641 0.45001775 0.49593104 0.40772211 0.37254587 0.53956458 0.50950281] [-0.16241568] [ 0.63428531 0.54994351 0.66375261 0.25293674 0.54747346 0.53374902 0.49183097 0.61130823 0.50427674 0.5186945 ] [-0.2459094] [ 0.35632868 0.74284945 0.37497006 0.63944709 0.3371186 0.55132692 0.41839775 0.45368194 0.47094291 0.64025528] [-0.15607795] [ 0.65291966 0.46448982 0.58422533 0.36258191 0.44301254 0.39873793 0.56045052 0.58619152 0.47422446 0.2966417 ] [-0.01858635] [ 0.73109566 0.8120989 0.5093585 0.34393142 0.39170382 0.4857421 0.5789097 0.59788155 0.60517024 0.66016096] [-1.18007586] [ 0.63758292 0.71827685 0.44974649 0.56630439 0.23307535 0.35122426 0.43110829 0.57745935 0.58623615 0.40366458] [-0.12274908] [ 0.37524948 0.45216343 0.44894038 0.50998574 0.49626502 0.73747188 0.40466931 0.62041101 0.49225177 0.46434246] [ 0.00075661] [ 0.39859309 0.60587858 0.47672805 0.6271138 0.31646884 0.66228115 0.3603416 0.38128834 0.45516264 0.6039739 ] [-0.39627716] [ 0.47620431 0.49538775 0.56366738 0.50827829 0.54131021 0.69503657 0.44424303 0.49682544 0.5264161 0.53662878] [-0.36917763] [ 0.57329631 0.76918004 0.40185964 0.62519442 0.29346262 0.58066317 0.41448641 0.43131715 0.63416644 0.5884374 ] [ 1.00984839] [ 0.5758972 0.69112482 0.49001262 0.4547861 0.34916997 0.42105973 0.51856301 0.55242255 0.63369936 0.60523537] [-0.00943286] [ 0.3333282 0.47161331 0.62618831 0.53565003 0.5227931 0.6107898 0.43312549 0.38791586 0.4290522 0.58760333] [ 0.34546783] [ 0.244622 0.41801018 0.65179353 0.46071514 0.55077985 0.70204411 0.41126963 0.30881297 0.39805797 0.69726776] [-0.08221797] [ 0.29247254 0.54962225 0.46976972 0.70184231 0.35784145 0.72678229 0.38129739 0.47628384 0.41709731 0.48562346] [ 0.96243317] [ 0.61588313 0.56090464 0.47584315 0.52881671 0.32190144 0.40352336 0.40829438 0.62191557 0.51671829 0.41387042] [ 0.33403151] [ 0.29059387 0.57590771 0.4958464 0.51002731 0.591751 0.71023698 0.31104887 0.45201796 0.4243546 0.72382406] [ 0.38597949] [ 0.24932895 0.54989805 0.49028869 0.65647854 0.38394603 0.70680888 0.4257911 0.45233174 0.54634235 0.55876179] [-0.17665035] [ 0.36126483 0.71015156 0.41725999 0.66833582 0.36145552 0.49767263 0.39509237 0.48162588 0.52154977 0.61861508] [-0.1641402] [ 0.30512833 0.78454607 0.26194324 0.71761665 0.29049142 0.63051572 0.40888533 0.59922408 0.5526697 0.61193828] [-0.24093001] [ 0.44820517 0.55171671 0.48034005 0.58632076 0.33950778 0.54231964 0.31099612 0.45817756 0.52734576 0.50447037] [-0.96769804] [ 0.4231648 0.47033512 0.56261286 0.44231658 0.48723543 0.50195821 0.54365751 0.4731792 0.45088949 0.31599228] [ 0.17020507] [ 0.24678385 0.59138516 0.49288238 0.45629242 0.41302029 0.71445182 0.4013653 0.43376976 0.41456282 0.58219522] [-0.71617536] [ 0.75178254 0.58596921 0.49770904 0.48138273 0.27095936 0.40898571 0.46113284 0.56156742 0.51557441 0.51114532] [-0.31965201] [ 0.34312544 0.58378394 0.35377924 0.47372815 0.41804214 0.60862887 0.37907356 0.56246429 0.51097507 0.44693632] [ 0.24723973] [ 0.45820235 0.49745655 0.43519298 0.59696627 0.38451781 0.27669987 0.41889381 0.49377956 0.48722779 0.42517336] [-0.78397072] [ 0.39069162 0.62445891 0.35878309 0.67754033 0.32480313 0.36863749 0.40801033 0.43846375 0.45821541 0.41862616] [-0.35155242] [ 0.53291598 0.51423265 0.55092896 0.58301267 0.4984189 0.68941459 0.38851194 0.51727207 0.43440424 0.52673801] [ 1.3949998] [ 0.57183277 0.73838389 0.3353082 0.51628164 0.31434539 0.19215488 0.49057111 0.63359391 0.70531196 0.34967677] [-0.0752385] [ 0.33534537 0.3660184 0.6945568 0.40921314 0.45766652 0.64652758 0.46593751 0.47431912 0.34329857 0.49553692] [-0.15933138] [ 0.44020671 0.36231304 0.65606637 0.3060766 0.583403 0.68018324 0.41425787 0.4403294 0.33640687 0.61760791] [-0.04259679] [ 0.48864071 0.42913995 0.58450402 0.57508862 0.46486389 0.54079581 0.44578676 0.53286498 0.2997007 0.51880566] [ 0.22565878] [ 0.40432544 0.41923602 0.47440557 0.4559329 0.36851446 0.42181839 0.43507988 0.45203796 0.4383676 0.38039479] [-0.47178376] [ 0.65373047 0.52111269 0.51491448 0.41074916 0.47804503 0.45143794 0.61069713 0.64812118 0.42299012 0.36348509] [-0.35930594] [ 0.46046026 0.31090893 0.64962948 0.51570692 0.38132235 0.33066809 0.48723428 0.6389782 0.37884942 0.46508325] [ 0.3846548] [ 0.60974665 0.41069087 0.60194858 0.29386575 0.47225035 0.59610244 0.47869365 0.66068161 0.54979714 0.41394898] [ 0.67567303] [ 0.78662912 0.62569848 0.579129 0.41087753 0.39336154 0.40582998 0.50535566 0.7376727 0.61532741 0.35412625] [ 1.00396893] [ 0.54609772 0.55054057 0.4385533 0.41670525 0.37196526 0.32912226 0.52015072 0.58278502 0.58299961 0.33036612] [ 0.04161791] [ 0.34670395 0.74660048 0.43420906 0.65454045 0.34275978 0.66661677 0.42067854 0.5516712 0.50445576 0.57583961] [ 0.30740217] [ 0.76444604 0.60079767 0.57689989 0.37111386 0.42717621 0.31306156 0.51959509 0.6772807 0.62441435 0.31612135] [ 0.18507364] [ 0.48874576 0.43588971 0.55947126 0.35665954 0.43257668 0.43551761 0.50044393 0.52092731 0.526297 0.32007924] [-0.31506907] [ 0.38667191 0.14557552 0.77790407 0.2914137 0.54010054 0.50630538 0.44482301 0.49349441 0.224577 0.3341153 ] [ 0.67876747] [ 0.25938998 0.58298846 0.51417653 0.49726603 0.45853025 0.55426662 0.47954049 0.48338053 0.55053257 0.4929549 ] [ 0.26929976] [ 0.30803998 0.66168703 0.37321276 0.62711176 0.41747194 0.77588216 0.31368827 0.6713462 0.57553527 0.62843417] [-0.0135952] [ 0.37676429 0.51908373 0.46524011 0.62539499 0.41940451 0.6710874 0.42925333 0.43685058 0.4314001 0.53568561] [ 0.27000914] [ 0.43655374 0.38686351 0.65796548 0.40746354 0.52236959 0.58636456 0.38260676 0.54551017 0.49766566 0.56418243] [-0.53886128] [ 0.42743141 0.43781316 0.48108656 0.59429499 0.36113048 0.5653318 0.42878485 0.51650233 0.44796608 0.38270866] [-0.43226007] [ 0.36862983 0.68649119 0.40522234 0.61297589 0.37120037 0.46748133 0.34187382 0.45881235 0.57444133 0.61787654] [-0.34880372] [ 0.55332484 0.66618119 0.43977468 0.40395329 0.44039422 0.63263927 0.46862405 0.48087219 0.43908046 0.59207794] [ 0.16578947] [ 0.69916053 0.58827517 0.62955354 0.49411323 0.37353319 0.3878284 0.47927969 0.71591824 0.52709485 0.3758206 ] [ 0.81674767] [ 0.71595552 0.65572259 0.50074761 0.41817373 0.30462985 0.43834462 0.46229033 0.49119087 0.64099209 0.48505578] [-0.07117494] [ 0.29719971 0.73207333 0.44693465 0.58346669 0.38247011 0.67245536 0.47742128 0.53136155 0.59567844 0.5855117 ] [ 0.43891723] [ 0.36345601 0.72309278 0.47372144 0.54592111 0.39749319 0.65038307 0.39107669 0.57968424 0.5441031 0.66143376] [-0.12977054] [ 0.49804867 0.73070326 0.45735219 0.63769069 0.50235366 0.54231524 0.38812169 0.581559 0.54575277 0.70158788] [-0.11270455] [ 0.72423111 0.69930338 0.60921658 0.55388789 0.49179176 0.45458358 0.49965966 0.60414949 0.67792312 0.48552115] [ 0.01923621] [ 0.77669782 0.73117546 0.49544954 0.2798607 0.2480696 0.27939305 0.55147908 0.63412651 0.68558395 0.41069991] [ 0.03371068] [ 0.41433084 0.57372269 0.51296455 0.56742331 0.43285025 0.42926419 0.5106585 0.57469989 0.54875265 0.46972067] [ 0.41166565] [ 0.53617747 0.48731588 0.49044702 0.49965125 0.36319374 0.44039611 0.5456851 0.66140434 0.48853656 0.28995872] [ 1.48729066] [ 0.70203695 0.50829031 0.54958611 0.33199647 0.38673936 0.31518197 0.42753243 0.55636055 0.54955011 0.34940141] [ 0.42378964] [ 0.16150715 0.65369521 0.40647358 0.63045981 0.49156533 0.80287267 0.41528282 0.46679928 0.5848932 0.6849162 ] [ 0.11813899] [ 0.73189066 0.47588488 0.55536024 0.3265118 0.34606881 0.33202534 0.46223555 0.61556224 0.55842865 0.3218922 ] [-0.54386584] [ 0.71078073 0.58608253 0.50717946 0.37938454 0.36074056 0.37324466 0.45282854 0.60268374 0.49136219 0.52329415] [-1.27043075] [ 0.52241598 0.4899833 0.58715114 0.4739263 0.36032966 0.4485863 0.49791194 0.647472 0.39571694 0.30610557] [-0.01624343] [ 0.27992278 0.63840114 0.40156644 0.72123002 0.39610808 0.63171259 0.44056593 0.38478809 0.55531115 0.52897387] [ 0.07985997] [ 0.4991124 0.69258475 0.52847796 0.70901844 0.40177983 0.6653784 0.33681649 0.49665693 0.49919413 0.60292246] [ 0.20106637] [ 0.28861481 0.5130919 0.35517644 0.60352128 0.4287236 0.60206727 0.38173398 0.43279258 0.46308159 0.39617368] [-0.65371319] [ 0.41054702 0.41077114 0.69844535 0.39585227 0.39111901 0.50908696 0.45831161 0.52966608 0.41071584 0.4080004 ] [-0.48015834] [ 0.53984173 0.57723877 0.53103939 0.62964986 0.50763117 0.51165038 0.46104052 0.61859859 0.41196117 0.46768669] Progress: 35.1% ... Training loss: 0.380 ... Validation loss: 0.616[-0.19334564] [ 0.43759378 0.55683343 0.51768174 0.62389995 0.38993096 0.62863617 0.42424415 0.37577806 0.49532005 0.56702225] [ 0.23419058] [ 0.45435928 0.49640266 0.54355637 0.620553 0.31737776 0.60683277 0.35310055 0.59471852 0.48340326 0.49025939] [ 0.4832667] [ 0.29958295 0.35196367 0.58415497 0.57920415 0.40473074 0.50633352 0.36453058 0.39061578 0.41452709 0.39655271] [-0.0837333] [ 0.60908681 0.37708654 0.56137127 0.4749064 0.38277089 0.34004846 0.56007246 0.4815578 0.43400558 0.32893502] [-0.22779433] [ 0.43399345 0.55076354 0.60065671 0.36425524 0.43033942 0.47993144 0.49230757 0.56848837 0.45838974 0.48281729] [ 0.29654239] [ 0.48060787 0.68443834 0.44789272 0.55181184 0.34063386 0.56055056 0.34806074 0.72149862 0.59366217 0.54414716] [ 0.59194435] [ 0.34562955 0.54241994 0.48570106 0.54606538 0.38302404 0.50294356 0.42743062 0.59684167 0.54059995 0.41212236] [-0.04407117] [ 0.4179554 0.58624379 0.51380703 0.46480187 0.5729863 0.58025876 0.37601498 0.42353034 0.38880529 0.72618294] [ 0.89665044] [ 0.39135022 0.62544264 0.34927985 0.62449828 0.33418112 0.42412644 0.38846708 0.44542041 0.56432882 0.36643687] [-0.39071544] [ 0.7356992 0.5324268 0.61243426 0.38107764 0.36065101 0.46595266 0.46663357 0.52887051 0.56021669 0.47436142] [-0.22474642] [ 0.52041416 0.52796054 0.49714729 0.36233742 0.52797828 0.65454426 0.41462924 0.53951197 0.44549758 0.52298537] [ 1.22336953] [ 0.39340916 0.76903187 0.37409525 0.57739426 0.32020853 0.64479432 0.44219356 0.54491611 0.64714562 0.60337955] [-0.11386766] [ 0.62776615 0.74646039 0.41081297 0.48669681 0.26618559 0.44065452 0.38954597 0.62425906 0.60326316 0.49720478] [-0.59447506] [ 0.80556998 0.42036776 0.60708492 0.29249455 0.44488538 0.49461623 0.51694905 0.65064485 0.45793255 0.37521189] [-0.06048401] [ 0.34517745 0.50602498 0.5299151 0.62562818 0.49092282 0.66486496 0.33056761 0.42254895 0.42238707 0.53151899] [ 2.02273449] [ 0.8263186 0.54773866 0.58375968 0.30991408 0.33467819 0.34410424 0.58920768 0.8059275 0.49503916 0.30265291] [ 0.61396783] [ 0.49225247 0.76497721 0.37617273 0.6497429 0.21855418 0.38999346 0.40986596 0.53685291 0.69655006 0.42925266] [-0.94791493] [ 0.8466013 0.72456439 0.56854271 0.38710827 0.41090032 0.42082168 0.61913609 0.64570959 0.63653966 0.51837965] [ 0.61487174] [ 0.59222842 0.77264162 0.45665796 0.51621442 0.35466426 0.56364607 0.57286639 0.62234867 0.62649011 0.53120331] [-0.56782603] [ 0.48263203 0.80233765 0.32065562 0.54198116 0.38982052 0.51596855 0.32007962 0.55075782 0.56827501 0.62966137] [ 0.30324179] [ 0.45321564 0.58441276 0.60813853 0.4620557 0.46075006 0.54430852 0.46224663 0.47054743 0.55858221 0.56155165] [-0.34276557] [ 0.51159019 0.51606746 0.46966131 0.53708827 0.34923355 0.38369611 0.47987219 0.667884 0.57415968 0.24580712] [ 0.22249687] [ 0.44540242 0.42669344 0.52340584 0.40536653 0.47060918 0.46590507 0.41574242 0.5209536 0.45198676 0.69130978] [-1.0603772] [ 0.5546089 0.62412087 0.48410525 0.5771493 0.41475043 0.32610385 0.47892147 0.60812728 0.64697547 0.27060577] [ 0.58605793] [ 0.47111027 0.36484812 0.51287281 0.36500796 0.3989611 0.57466224 0.43130334 0.73128077 0.52668873 0.32435815] [ 0.62451707] [ 0.71107733 0.74327051 0.47193637 0.62531139 0.46419396 0.32242009 0.44156231 0.66961484 0.66982678 0.63136755] [-0.18569717] [ 0.46823452 0.58125811 0.57612664 0.45408883 0.414344 0.61078096 0.45238214 0.48425358 0.37845579 0.49825985] [ 0.25844801] [ 0.56415804 0.71018633 0.497822 0.47355909 0.44754662 0.50250948 0.49521076 0.58392916 0.58431331 0.52694171] [-0.13651274] [ 0.53750803 0.64582422 0.40224173 0.52200842 0.32223387 0.28393387 0.4194181 0.51467223 0.55211025 0.47048621] [-0.41706911] [ 0.62086835 0.60948487 0.49777799 0.5730912 0.28755507 0.41364921 0.48328042 0.49150474 0.55889224 0.48920992] [-0.00025362] [ 0.31634228 0.49367955 0.45145745 0.35098681 0.47297746 0.65229758 0.41247503 0.36780687 0.40334287 0.53915044] [ 1.65622047] [ 0.85264814 0.27960764 0.69106165 0.16739856 0.4235447 0.32697517 0.59314298 0.74947181 0.36264206 0.24731569] [ 0.57514637] [ 0.75043627 0.54307484 0.59167086 0.42347663 0.46704399 0.36580326 0.50646709 0.58161533 0.53517783 0.42614908] [ 0.50596745] [ 0.60502337 0.69183073 0.42238493 0.56637044 0.28917257 0.33271021 0.47636945 0.55433006 0.61963146 0.49699748] [-0.51367386] [ 0.6279885 0.30106458 0.68921723 0.35536348 0.40455077 0.57912171 0.42439767 0.55492333 0.44465257 0.35145959] [-0.17458333] [ 0.29075033 0.67320862 0.3983538 0.68272177 0.39563804 0.70942724 0.51456871 0.5378417 0.55797418 0.51389665] [ 0.08834962] [ 0.3977098 0.51496152 0.54843061 0.5182634 0.41025424 0.54690118 0.45905843 0.53937213 0.46995387 0.47551265] [-0.22635825] [ 0.43336008 0.57892558 0.50409195 0.60540849 0.49054498 0.72136437 0.41937168 0.51391395 0.57920667 0.56633511] [ 0.11341077] [ 0.37104853 0.66253907 0.43658505 0.54287094 0.44006136 0.56552555 0.36388797 0.68889586 0.53859317 0.63955593] [ 0.11574187] [ 0.49817442 0.63668431 0.48954037 0.51971615 0.45916939 0.54864294 0.53394081 0.53006262 0.59355343 0.53549977] [ 0.54524916] [ 0.44605412 0.64670016 0.44823026 0.59376671 0.27654681 0.56211434 0.46244937 0.61938784 0.50527283 0.56103119] [ 1.18674071] [ 0.59550169 0.54294519 0.53581023 0.39035094 0.31452102 0.34933057 0.44112016 0.50090029 0.49450553 0.39568653] [ 0.22551067] [ 0.30063974 0.51161577 0.57684184 0.49715391 0.55990185 0.68856924 0.39813812 0.31386872 0.41229852 0.60958952] [-0.48398408] [ 0.58627279 0.64684784 0.45736112 0.56722865 0.43011188 0.49150593 0.43762011 0.30849735 0.44699054 0.56954292] [-0.28547882] [ 0.31648187 0.75188533 0.33776377 0.6673971 0.33626865 0.63626726 0.36171077 0.54647628 0.67096192 0.57711449] [-0.60429842] [ 0.6236233 0.58638783 0.56409774 0.30541618 0.47054598 0.412193 0.4482001 0.53104417 0.55391228 0.48186338] [-0.61559186] [ 0.48857599 0.23204325 0.70116566 0.47199859 0.56938824 0.50552626 0.44100262 0.32075065 0.24159134 0.36810808] [-0.18698089] [ 0.4353753 0.5077999 0.58213928 0.4860947 0.41762856 0.45670317 0.44789181 0.54033728 0.49892478 0.46417564] [-0.60309907] [ 0.58713877 0.53518744 0.60434479 0.55412718 0.54037452 0.59443347 0.45976422 0.54787873 0.47409113 0.48265828] [ 0.44706028] [ 0.59752684 0.6143629 0.53919835 0.43792857 0.37805198 0.44800923 0.59173239 0.64213132 0.56166499 0.35056733] [ 2.55528422] [ 0.82312773 0.37979 0.66783371 0.14467747 0.3722443 0.30748693 0.56898562 0.68852905 0.5004553 0.29046944] [ 0.64282701] [ 0.15383575 0.62206881 0.44175831 0.56050408 0.55416303 0.79142968 0.42976278 0.3234589 0.47837257 0.68334255] [ 0.03696744] [ 0.43985224 0.45133334 0.56806024 0.49864691 0.57370457 0.63807439 0.35767462 0.53742757 0.51407176 0.45331467] [ 0.43110113] [ 0.45432806 0.65393246 0.48432629 0.61308708 0.43343663 0.4728123 0.38192919 0.60434621 0.66551031 0.40732412] [ 0.02175045] [ 0.34172231 0.32690224 0.69451092 0.43172487 0.56145213 0.49518194 0.46632269 0.36787762 0.43958839 0.51860169] [ 0.96765643] [ 0.67250183 0.50088998 0.52911309 0.32933589 0.38142193 0.23514504 0.43734496 0.55544167 0.53440704 0.29473556] [-0.19594758] [ 0.35552115 0.46418359 0.57690754 0.42035145 0.62253004 0.5412844 0.41882424 0.45803348 0.43527465 0.53704155] [-0.0365937] [ 0.66188034 0.62208069 0.67746816 0.31290894 0.51218926 0.51787452 0.60946952 0.5753693 0.61061477 0.53395127] [-0.17949774] [ 0.37250541 0.59114625 0.5220472 0.63469201 0.43612106 0.60078253 0.36028618 0.36717102 0.45884118 0.50475428] [-0.08115606] [ 0.55547339 0.70307818 0.46529858 0.57993466 0.29706308 0.56102043 0.3924296 0.4111392 0.52986306 0.58917579] [ 0.580245] [ 0.5545705 0.52109329 0.54731086 0.3587721 0.36854744 0.4013996 0.49919489 0.58363671 0.53092391 0.41878744] [-0.49292629] [ 0.56048545 0.385613 0.66291635 0.41072502 0.49573689 0.43710545 0.43620928 0.48853564 0.50689115 0.37711727] [-0.01118759] [ 0.55206922 0.58767908 0.56428485 0.3757767 0.57240687 0.37805432 0.55666417 0.54307784 0.6148554 0.36140006] [-0.68713595] [ 0.62236876 0.70568912 0.48216963 0.52645633 0.44404844 0.55307754 0.47733276 0.49072951 0.49918741 0.52002549] [-0.33632775] [ 0.4099739 0.60922983 0.36291487 0.39324444 0.33085788 0.60738358 0.4316471 0.66406846 0.51181418 0.43120669] [ 0.7058761] [ 0.61123915 0.57607219 0.52624706 0.47097182 0.3599265 0.31235272 0.50748787 0.51615956 0.4989846 0.37945025] [ 2.12559152] [ 0.74244857 0.55897419 0.5558187 0.3597078 0.33634493 0.21386249 0.50157907 0.6852305 0.54139394 0.25357376] [-0.42826979] [ 0.59926717 0.62000064 0.54807585 0.58686973 0.47969317 0.47964446 0.4918314 0.54249501 0.5618588 0.3528804 ] [-0.04523364] [ 0.60915008 0.56603593 0.38779935 0.33681097 0.38812861 0.52882801 0.43429592 0.538084 0.48923207 0.45564662] [-0.04285714] [ 0.59795202 0.72969592 0.47822664 0.45608273 0.4314987 0.5446511 0.50251662 0.60071442 0.5784502 0.55635342] [ 1.90131982] [ 0.44565998 0.75397374 0.40543783 0.57795993 0.25183122 0.44427764 0.40075729 0.60700801 0.51673384 0.49420233] [-0.55049955] [ 0.43994814 0.29019699 0.73121265 0.42491161 0.46282532 0.55015547 0.47685351 0.39381288 0.34587 0.45061674] [ 0.12409823] [ 0.35140744 0.52873505 0.51536813 0.56489441 0.49668251 0.60837147 0.3885604 0.49205428 0.64083596 0.54126098] [-0.34601818] [ 0.41079519 0.57731659 0.49208522 0.60040296 0.40081537 0.47318954 0.41214014 0.46892638 0.43588162 0.56710811] [ 0.49059531] [ 0.46671422 0.54454368 0.48721196 0.55770756 0.37509971 0.48863778 0.41789698 0.50860846 0.45825091 0.53910792] [-0.03730836] [ 0.48610144 0.69886191 0.46056431 0.54657603 0.36054122 0.40644884 0.38325928 0.53164122 0.49892469 0.55388053] [-0.14776025] [ 0.74732073 0.57847912 0.53619113 0.32668811 0.32977876 0.30683469 0.50547439 0.48918274 0.58762884 0.3868946 ] [ 0.35212127] [ 0.67805466 0.61990663 0.55515999 0.37801649 0.40276273 0.35250599 0.61076927 0.53005786 0.6075301 0.41965172] [ 0.42227234] [ 0.42087915 0.54872141 0.47644509 0.38520112 0.3991159 0.54436518 0.41694022 0.51139592 0.44812192 0.5599304 ] [ 1.45943268] [ 0.67500881 0.49653708 0.58888482 0.33033651 0.39992067 0.30017918 0.42101055 0.60795817 0.56550173 0.37581373] [ 0.03709425] [ 0.45977175 0.59631308 0.47035009 0.50808582 0.44240061 0.54431243 0.5489262 0.6584272 0.47073412 0.68609955] [-0.3406465] [ 0.63381014 0.48447095 0.67535694 0.23934073 0.54222575 0.60641891 0.44132606 0.56582816 0.37420789 0.54210782] [ 0.89345404] [ 0.59611675 0.54993292 0.4384563 0.48616634 0.34273015 0.35455536 0.45639683 0.58586553 0.56133729 0.35437806] [ 0.68630579] [ 0.22289845 0.62418522 0.48280871 0.625358 0.46839834 0.67544338 0.37538985 0.41228706 0.61258709 0.59178547] [ 0.64573053] [ 0.19253703 0.57643122 0.44608677 0.7221981 0.52662619 0.77351048 0.36425439 0.3117695 0.38697687 0.6047734 ] [ 0.1493779] [ 0.38447775 0.4692016 0.50522282 0.55572045 0.49649381 0.62201493 0.39382691 0.43288663 0.58579402 0.48895143] [-0.66638626] [ 0.58990567 0.73676151 0.40905663 0.62017371 0.24513841 0.52742847 0.36810517 0.46159537 0.55216579 0.52907568] [-0.11532286] [ 0.30505425 0.3700176 0.61828876 0.45730462 0.46663303 0.59948877 0.41491283 0.46958039 0.39770612 0.45910977] [-0.3202537] [ 0.50099597 0.66395633 0.53388853 0.57368807 0.39123247 0.64710015 0.45589021 0.53424744 0.50930741 0.53964776] [-0.37191524] [ 0.82788358 0.67909984 0.57359817 0.32076457 0.38555109 0.38383442 0.53135285 0.68275415 0.55204645 0.39430814] [ 0.09733556] [ 0.52758214 0.52759408 0.56611932 0.45742028 0.41614836 0.48747511 0.4650727 0.53735044 0.49442282 0.45426277] [-0.01125672] [ 0.45849557 0.71823646 0.52757142 0.57147375 0.34801363 0.5167477 0.47456421 0.59686327 0.61868799 0.47650858] [-0.2555978] [ 0.71307383 0.49385346 0.52988339 0.50404638 0.3703713 0.65434348 0.46590887 0.65808102 0.49584728 0.49644193] [ 0.19064116] [ 0.76284726 0.50627912 0.60368574 0.25695442 0.36955773 0.28323167 0.4943776 0.67435155 0.60275418 0.34664982] [ 0.48978154] [ 0.36906973 0.5992478 0.50423549 0.39939532 0.49120131 0.53146715 0.32946304 0.43256209 0.49452304 0.45385639] [-0.20180037] [ 0.60713883 0.67778023 0.50124624 0.38189873 0.35396038 0.45305526 0.5407523 0.63873059 0.46234449 0.52189285] [ 0.41689896] [ 0.68980979 0.71744235 0.45254155 0.40189615 0.32134184 0.37178457 0.62012993 0.70552988 0.53641362 0.61276613] [-0.47543474] [ 0.42796684 0.74037748 0.31631016 0.63299001 0.37958474 0.4597281 0.496509 0.69616812 0.52686415 0.47643345] [-0.35047987] [ 0.42249297 0.67304836 0.42653169 0.59477463 0.30310159 0.58940598 0.52270054 0.63591985 0.5290046 0.42175418] [-0.45059392] [ 0.69165401 0.60020779 0.64680955 0.29275752 0.51189895 0.48680926 0.41360711 0.68110579 0.60238093 0.4998995 ] [ 1.07688817] [ 0.4727157 0.70175716 0.47384051 0.61435353 0.37005443 0.50533901 0.39397738 0.60306608 0.59514563 0.4818568 ] [ 0.53198753] [ 0.42150304 0.56304665 0.47114858 0.32083401 0.33449704 0.4460142 0.45406171 0.66901744 0.53707223 0.34811862] [-0.25579461] [ 0.53023443 0.53419101 0.46847405 0.65810486 0.47231447 0.56512472 0.45955683 0.4981942 0.54382944 0.43300655] [-0.22207847] [ 0.49298504 0.63346249 0.43187756 0.57149588 0.25541757 0.50961391 0.43654238 0.60408148 0.52184201 0.38443413] [ 0.38758656] [ 0.24987934 0.51692404 0.36280309 0.68965798 0.47107516 0.65098749 0.49419316 0.52171906 0.47284746 0.67847458] [-0.26192949] [ 0.64431692 0.71701767 0.55818686 0.53760901 0.43175655 0.50710334 0.38850107 0.51850102 0.53167808 0.50236816] [ 0.22032408] [ 0.25721855 0.66093799 0.391169 0.59769718 0.39188991 0.76577434 0.27643255 0.4765796 0.42853195 0.59375682] [-0.55108203] [ 0.40800467 0.78263715 0.32036089 0.61209644 0.29865156 0.57995895 0.46364865 0.52424817 0.54613153 0.51894951] [ 0.14692225] [ 0.34962237 0.51443229 0.59108487 0.45134356 0.49472971 0.69611046 0.35980905 0.48862117 0.51644609 0.62684449] [-0.50721494] [ 0.70292925 0.65741379 0.48291049 0.45295074 0.30490863 0.30145288 0.47405745 0.62248111 0.49553757 0.5987649 ] [-0.05212909] [ 0.26761888 0.30258982 0.56442374 0.56980347 0.61411658 0.49011959 0.48474877 0.33229221 0.36904563 0.59875239] [ 0.14807021] [ 0.38528297 0.69443515 0.50944828 0.53547801 0.34987483 0.68336296 0.48397492 0.49887836 0.57008176 0.62392058] [ 0.31498966] [ 0.23401426 0.52982877 0.45927584 0.65687939 0.53320688 0.76423784 0.50007043 0.41405265 0.46634602 0.59968406] [ 0.16392081] [ 0.30738048 0.73209207 0.36345518 0.65573644 0.34049478 0.67483458 0.47953984 0.56430121 0.58317001 0.50530937] [ 0.17534123] [ 0.74569971 0.51309741 0.61435685 0.31632258 0.48441429 0.25770944 0.58996871 0.63392376 0.60041522 0.25498592] [ 1.30230499] [ 0.48280798 0.59202601 0.48739846 0.48546133 0.31385605 0.50656854 0.35725054 0.46813344 0.44592798 0.49929437] [-0.67977793] [ 0.54209125 0.66414713 0.59469188 0.48350772 0.4327213 0.57122562 0.51558518 0.55252427 0.51254377 0.4876234 ] [ 0.02287269] [ 0.52044596 0.36104583 0.59749698 0.44496004 0.5181569 0.44275175 0.46312249 0.61310308 0.53074637 0.42235122] [-0.40018522] [ 0.60431313 0.5725353 0.58099995 0.31260897 0.3851008 0.53285663 0.51275808 0.50805416 0.45695288 0.50929083] [ 0.75976537] [ 0.71900381 0.4937957 0.60035797 0.32156901 0.53457061 0.32261117 0.54968525 0.55865817 0.57403 0.32919461] [-0.24492844] [ 0.46715556 0.68556499 0.47306557 0.48493891 0.47801373 0.5436583 0.46923707 0.36192337 0.48669258 0.66217181] [-0.59479998] [ 0.74789379 0.47720436 0.56387463 0.31180744 0.38650746 0.48653218 0.42685422 0.60018602 0.51513894 0.44567434] [-0.21672768] [ 0.45960071 0.59698261 0.46915526 0.53069801 0.47638887 0.51065685 0.43910502 0.49693671 0.59505081 0.55333003] [ 0.2429306] [ 0.32742604 0.70986376 0.30014179 0.71915978 0.28724191 0.46586297 0.35023999 0.43315139 0.63280617 0.47532354] [-0.09164671] [ 0.30294951 0.70327326 0.39391794 0.6310982 0.46510008 0.75372536 0.54996913 0.5734417 0.49506162 0.54881108] [ 0.1298944] [ 0.28192154 0.49021523 0.56586096 0.60117186 0.41893948 0.70505745 0.39345283 0.48240367 0.52056453 0.52157535] [-0.40568815] [ 0.40444418 0.5173437 0.4376097 0.58406995 0.4256154 0.57750535 0.38884009 0.48251543 0.51549288 0.43106467] [ 1.37094579] [ 0.65247051 0.54655322 0.55446085 0.42709791 0.39222443 0.39748546 0.47906856 0.64066449 0.42900611 0.41127305] Progress: 35.4% ... Training loss: 0.387 ... Validation loss: 0.623[-1.15614804] [ 0.62215552 0.64793944 0.53541644 0.64039514 0.4405371 0.41462446 0.48141536 0.6504788 0.51528849 0.62580739] [-0.4716996] [ 0.39415812 0.80694963 0.39675348 0.69952815 0.45120917 0.6245926 0.44269223 0.63322793 0.57752664 0.57564573] [-1.11969056] [ 0.54440763 0.70517896 0.40368732 0.52427981 0.29864482 0.2621429 0.45028563 0.65489387 0.66795201 0.31773286] [-0.44489471] [ 0.3341579 0.38199443 0.67863657 0.44660304 0.44179695 0.50726035 0.47104993 0.41457254 0.39678621 0.41885408] [-0.33534804] [ 0.50100934 0.70868706 0.46840232 0.55830462 0.33235257 0.66980507 0.4242658 0.46607935 0.54457962 0.66046018] [-0.2092757] [ 0.45632595 0.7662685 0.40848955 0.73389026 0.44664743 0.57311781 0.35976352 0.60378629 0.58019816 0.71138393] [ 2.08179354] [ 0.5897423 0.80092073 0.36617089 0.49585706 0.23045759 0.29182635 0.51237011 0.69347242 0.6911881 0.36688409] [-1.14273935] [ 0.68929235 0.63281673 0.53967471 0.6222161 0.38190928 0.60054402 0.36774729 0.65243715 0.50179375 0.47536082] [-0.7866738] [ 0.57027711 0.58653632 0.59277205 0.55070683 0.44397255 0.52865859 0.41396134 0.51631853 0.56142699 0.45825606] [ 0.07828443] [ 0.57867242 0.37845027 0.55566976 0.32391835 0.49311499 0.43327583 0.5891071 0.52907123 0.46327686 0.35130584] [ 1.24416124] [ 0.70498552 0.57069706 0.38818281 0.52671194 0.30118607 0.37899236 0.47626085 0.49896264 0.52821845 0.46294779] [ 2.21050167] [ 0.82384562 0.46054249 0.59171189 0.2891046 0.28483925 0.20352202 0.60857249 0.7965217 0.53865646 0.15654949] [-0.62631444] [ 0.44841085 0.64518963 0.42352224 0.63471669 0.33652525 0.50057841 0.56621203 0.74968997 0.51299996 0.3041175 ] [ 0.592561] [ 0.60757596 0.54006292 0.55041655 0.47244642 0.27913545 0.40883177 0.45414549 0.46722307 0.53754426 0.40709187] [ 0.96752941] [ 0.67753467 0.5644749 0.52158788 0.29681317 0.30672427 0.32995057 0.48120196 0.67761185 0.5425186 0.39496635] [-1.45756313] [ 0.80798397 0.66331994 0.52421134 0.29288692 0.22906147 0.25971672 0.55843632 0.66580599 0.66089113 0.35747643] [-0.75919249] [ 0.66645727 0.56001641 0.56460425 0.32183941 0.46273801 0.40987283 0.42468622 0.52931443 0.51234024 0.48084351] [-0.4858738] [ 0.48606384 0.42541552 0.5729947 0.33649902 0.47687818 0.35963986 0.51431977 0.48010794 0.47990175 0.380127 ] [ 0.00179795] [ 0.27196171 0.50291679 0.4909411 0.54851579 0.46869191 0.57593396 0.39897178 0.36349419 0.47216176 0.51862192] [-1.18112245] [ 0.58990687 0.34781039 0.68385037 0.21670852 0.44438179 0.28179714 0.51511015 0.5741179 0.43744481 0.27990415] [-0.47314983] [ 0.35072527 0.73270491 0.34035499 0.64723505 0.37228009 0.53615188 0.41161936 0.46996448 0.64167664 0.49919338] [-0.85728684] [ 0.76512198 0.42619146 0.5961813 0.29281786 0.32360069 0.31659644 0.53855351 0.53144446 0.52411137 0.32540326] [ 0.96800287] [ 0.60387692 0.58476687 0.52447094 0.42628174 0.41892747 0.31560573 0.37289761 0.54500024 0.563166 0.37871044] [ 0.65887343] [ 0.31290777 0.62467041 0.38599796 0.57184819 0.37697881 0.56888811 0.40548318 0.44292724 0.50188271 0.44980493] [-0.16762753] [ 0.73711055 0.64613733 0.49591233 0.33493576 0.3718643 0.21618965 0.54821151 0.65968161 0.60075261 0.42305636] [-0.47563194] [ 0.80872194 0.718878 0.51997044 0.47623591 0.37951182 0.34908996 0.48684675 0.72064414 0.6146469 0.46249134] [ 0.21891089] [ 0.31280852 0.72651528 0.42958228 0.53958517 0.54418447 0.72778492 0.34682075 0.41969923 0.47793837 0.75876407] [-0.57708952] [ 0.43039264 0.31077738 0.64212274 0.40810589 0.53058269 0.44046411 0.4639567 0.37894809 0.4070335 0.35606032] [-0.37108628] [ 0.40254063 0.64032352 0.51355453 0.51648266 0.4185724 0.65781936 0.35250258 0.44788199 0.46827056 0.56976308] [ 0.70065508] [ 0.49410163 0.49695713 0.5362511 0.35540274 0.31001049 0.321788 0.56027302 0.65384084 0.49127269 0.32073774] [-0.65487352] [ 0.72592088 0.58717893 0.4726915 0.39444712 0.44919938 0.56659141 0.55056965 0.55597601 0.4481114 0.48608016] [-0.10238399] [ 0.55048644 0.28405337 0.63383215 0.2143932 0.48816966 0.43321516 0.56382682 0.7364335 0.46285348 0.42610413] [ 0.0438947] [ 0.2453931 0.45873456 0.61002215 0.57596597 0.47215976 0.60397847 0.45567725 0.41886223 0.39598292 0.65262868] [-0.35287439] [ 0.33784739 0.32722073 0.70989998 0.45096696 0.4305911 0.63484604 0.45583703 0.46946152 0.34747717 0.39683526] [-0.3651336] [ 0.43553019 0.49632439 0.43804425 0.49311472 0.37919935 0.55954905 0.3843842 0.59941285 0.41919109 0.4327033 ] [-0.16085161] [ 0.44377209 0.81973624 0.40070353 0.63459145 0.45926214 0.7124933 0.40861779 0.55166438 0.59511434 0.73155171] [-0.39450688] [ 0.51547502 0.65721942 0.43929562 0.66221592 0.30953369 0.60865249 0.38316192 0.40794445 0.54966966 0.55821442] [-0.44766389] [ 0.66856097 0.43694433 0.5579257 0.30866627 0.37392328 0.27477518 0.49493583 0.63510924 0.61187422 0.28509508] [ 0.14760904] [ 0.36439242 0.51102757 0.4979739 0.47966336 0.40732975 0.44090574 0.55772454 0.53618155 0.59939215 0.34472577] [-0.29485889] [ 0.3074675 0.30236587 0.59068036 0.56543433 0.44074261 0.68408925 0.37470507 0.45523293 0.3726643 0.50620418] [-0.16693406] [ 0.44155488 0.52679861 0.48917842 0.48941834 0.38420898 0.55594191 0.58984629 0.65373799 0.48519834 0.39653395] [ 0.3082718] [ 0.52597157 0.55749073 0.45633299 0.50769073 0.38727235 0.58587043 0.53346899 0.62038674 0.54650114 0.44845356] [ 0.04897688] [ 0.59751908 0.54118239 0.50004351 0.39616894 0.41366621 0.29744107 0.41355768 0.51856131 0.5003594 0.49438742] [-0.89292302] [ 0.46919989 0.54643941 0.54127313 0.4940143 0.43858877 0.47431419 0.39555819 0.42784655 0.48010513 0.44794947] [ 0.05066312] [ 0.32004789 0.70025311 0.45483405 0.57686104 0.44146079 0.58172866 0.42897447 0.54145559 0.62901181 0.55027496] [ 0.85404067] [ 0.64096119 0.58406186 0.51415326 0.55284805 0.34926123 0.58126396 0.45546463 0.56909868 0.54274826 0.49920713] [-0.18203556] [ 0.45492117 0.51514081 0.4185729 0.32113394 0.43538264 0.66084431 0.36827996 0.54799103 0.37564363 0.45410457] [-1.19148843] [ 0.54040403 0.65530247 0.45643106 0.50439988 0.31271286 0.34487959 0.44263395 0.58797748 0.60927929 0.38357478] [-0.50638016] [ 0.3448944 0.51892684 0.43675942 0.64730226 0.45053558 0.56697353 0.41385144 0.54140353 0.51062346 0.34288583] [-0.90639957] [ 0.61155503 0.49493355 0.63355537 0.35888204 0.41794297 0.43009628 0.59760293 0.54933038 0.51326799 0.4566715 ] [-0.7730197] [ 0.67199699 0.43745141 0.57810704 0.3255079 0.48421215 0.40930834 0.61733831 0.63049638 0.49205223 0.27198227] [-0.18093127] [ 0.33432865 0.58162313 0.50967457 0.5327417 0.35952076 0.63112334 0.38619614 0.43746299 0.38812615 0.59999253] [-0.63060827] [ 0.37198994 0.67288183 0.46299634 0.68883628 0.34454611 0.65592076 0.44887147 0.5617102 0.53429203 0.5061179 ] [-0.34454726] [ 0.520051 0.60339616 0.48965445 0.60344979 0.31219437 0.53002769 0.54080464 0.67117369 0.49312254 0.44786374] [ 0.57211508] [ 0.7649529 0.58638845 0.52440785 0.25248803 0.31207916 0.27378799 0.49715552 0.65042736 0.55773185 0.3143708 ] [-0.38184711] [ 0.3477907 0.49960543 0.46989399 0.48382985 0.55674681 0.59380083 0.40574272 0.40802062 0.42397141 0.49562828] [-0.2044008] [ 0.2686679 0.3624751 0.51288764 0.55860496 0.55880009 0.5267283 0.3971659 0.28456478 0.29346261 0.45475147] [-0.34252958] [ 0.70786738 0.72044856 0.35500485 0.46402405 0.23590255 0.44424122 0.43258649 0.54747743 0.57496294 0.44029307] [-0.32165704] [ 0.53833336 0.27262183 0.666588 0.42244692 0.49044022 0.4337442 0.33012303 0.42695491 0.33342831 0.38359167] [ 1.00582727] [ 0.54391143 0.68228858 0.4579248 0.55181008 0.36378973 0.58659908 0.43975493 0.66804078 0.47555335 0.50596386] [ 0.22053096] [ 0.65298592 0.55150502 0.54276226 0.48865751 0.4766536 0.36622719 0.56614613 0.54092332 0.60629015 0.33108273] [-0.23946408] [ 0.53936946 0.29617948 0.64970282 0.38274829 0.4667553 0.55826893 0.38602952 0.49834474 0.40175234 0.37643796] [-0.47073673] [ 0.3288375 0.55761412 0.55962889 0.53332151 0.41127005 0.46399218 0.45331738 0.43320951 0.48460439 0.46549544] [ 0.32015213] [ 0.35718564 0.73948296 0.36447798 0.64484522 0.41819161 0.52857192 0.551291 0.61910991 0.51184766 0.57629644] [-0.01310603] [ 0.61267187 0.46503575 0.60770164 0.4368512 0.39477356 0.34960799 0.52225466 0.53939083 0.54317644 0.28957836] [ 0.4740556] [ 0.47254772 0.61808624 0.46194524 0.62976551 0.42389514 0.45781781 0.47075902 0.63562638 0.52153827 0.63947198] [-0.61674165] [ 0.65596934 0.51369446 0.59589533 0.30543299 0.43244086 0.49660866 0.45040419 0.54917234 0.5518562 0.41544238] [-0.70760282] [ 0.7484101 0.44688469 0.67919418 0.35703336 0.54486538 0.36090531 0.49665077 0.56846035 0.4520071 0.43919451] [ 0.94562135] [ 0.49432253 0.63475369 0.50471922 0.52307121 0.33907115 0.47847862 0.34164502 0.54432012 0.61180527 0.53815849] [-0.92651003] [ 0.4799045 0.66602171 0.40218265 0.60417485 0.3889007 0.37264778 0.36655023 0.45774697 0.46473863 0.48848076] [-0.45205111] [ 0.44939656 0.49982572 0.47760493 0.63909457 0.46131368 0.69768918 0.53539127 0.50125932 0.46208649 0.52732175] [-0.12367314] [ 0.26909394 0.58162164 0.43700244 0.65160201 0.43622767 0.61488974 0.37524363 0.35120695 0.5234554 0.53508911] [-0.32315296] [ 0.82776256 0.59843171 0.59021866 0.47803786 0.45284422 0.31248635 0.49690894 0.66612289 0.56531486 0.37524636] [ 0.1193881] [ 0.77859658 0.63846377 0.58927481 0.3363779 0.39491202 0.37821008 0.5955771 0.68298737 0.58361497 0.44394843] [-0.43555065] [ 0.39369293 0.28260418 0.6594442 0.35237523 0.50001385 0.51346574 0.47170364 0.34393101 0.35630204 0.30286887] [-0.34753215] [ 0.46483253 0.53924197 0.57322685 0.31167155 0.51122821 0.53001121 0.38154283 0.62754278 0.46545018 0.5384247 ] [-0.93373584] [ 0.57934702 0.6411459 0.47061295 0.70184769 0.48325203 0.58581628 0.42472126 0.55579919 0.48623948 0.4154268 ] [-0.28017195] [ 0.57053361 0.67629573 0.43959066 0.56896247 0.37769058 0.31333062 0.32926579 0.56324915 0.58726247 0.49968762] [-0.02278058] [ 0.32175945 0.63305311 0.52406002 0.48844913 0.45781622 0.65225061 0.47463322 0.48383521 0.5091971 0.63433902] [-0.42897581] [ 0.34203794 0.67143518 0.34263974 0.64736205 0.40484664 0.67424812 0.42052567 0.59269659 0.47918091 0.55016961] [-0.14557126] [ 0.70032677 0.54660582 0.52424079 0.28339401 0.39473777 0.38263391 0.44411918 0.5904824 0.54001285 0.41541139] [-0.61605263] [ 0.74013036 0.6615204 0.59655495 0.28175149 0.48230087 0.48443974 0.43705002 0.65069931 0.62576492 0.47497785] [-0.65315972] [ 0.58911075 0.63109262 0.53238203 0.44859129 0.43239115 0.47483594 0.38773387 0.60874651 0.61773599 0.48203587] [ 0.82448753] [ 0.67498777 0.39044868 0.57342261 0.34134766 0.28395753 0.21826988 0.63107261 0.80947323 0.49190943 0.13774535] [-0.58656693] [ 0.68022199 0.43389732 0.67048731 0.22555866 0.45695971 0.34764278 0.57102878 0.55708895 0.50015515 0.34522269] [-0.64577807] [ 0.60999003 0.63040926 0.56326291 0.55946186 0.42560593 0.5173227 0.38568796 0.55792478 0.52126169 0.46513405] [ 0.06721139] [ 0.29831098 0.70793075 0.44975198 0.42289119 0.41140387 0.7056433 0.40148193 0.42750811 0.45593053 0.63603067] [-0.61226265] [ 0.61950447 0.35100845 0.64793563 0.40998773 0.48876686 0.36102511 0.46212062 0.47607993 0.39410111 0.36497573] [-0.57526482] [ 0.41764547 0.64886697 0.4252478 0.64641473 0.42542463 0.68053956 0.50101024 0.54789952 0.43036877 0.45442947] [-0.95024314] [ 0.6825543 0.48681846 0.59968344 0.2673649 0.5630063 0.3840878 0.43806604 0.55772641 0.3715825 0.49913018] [-0.13606711] [ 0.4375035 0.54953473 0.49735099 0.51372049 0.39516689 0.60825208 0.40942757 0.44510944 0.4834629 0.43085865] [-0.56496029] [ 0.6675664 0.48542973 0.56869998 0.42199081 0.48142707 0.41403064 0.45295628 0.69826455 0.48736997 0.34589025] [-0.58736788] [ 0.68720735 0.56773263 0.50504241 0.4182565 0.40437441 0.38918246 0.55843178 0.49778632 0.60886786 0.45984651] [-0.22255595] [ 0.33765907 0.69048119 0.40644517 0.65655681 0.4257221 0.75099588 0.35181631 0.56933992 0.60651278 0.59031164] [ 0.17660065] [ 0.48710755 0.72004352 0.36987253 0.52972872 0.40025511 0.6554398 0.46007761 0.5454856 0.49807599 0.61422123] [ 0.29970932] [ 0.34456371 0.36058062 0.56818628 0.35594726 0.49326742 0.47732079 0.37880015 0.55160916 0.3126501 0.38994541] [-1.23284635] [ 0.63828369 0.67328697 0.56350692 0.47383113 0.45192309 0.40631633 0.5038734 0.62228964 0.61633635 0.4113803 ] [-0.28629174] [ 0.38224159 0.55678785 0.50967527 0.52245742 0.39197956 0.37400345 0.48340396 0.56638967 0.5169476 0.4698926 ] [-0.00023651] [ 0.38352061 0.62265498 0.51850604 0.49414886 0.4078892 0.47941077 0.50360119 0.50414928 0.52288782 0.50455475] [ 0.57712863] [ 0.60366159 0.25299065 0.71002173 0.4452186 0.30192493 0.45084805 0.45546755 0.72637407 0.37517489 0.23745579] [-0.51503633] [ 0.47972857 0.26080002 0.57563805 0.27147543 0.49934741 0.40231414 0.48630266 0.52482211 0.33936616 0.30449333] [ 0.80727871] [ 0.69513771 0.45197233 0.5941959 0.40702242 0.45799806 0.44764397 0.5323334 0.60448343 0.39382907 0.50784502] [ 0.11473275] [ 0.34208131 0.63432926 0.50680294 0.64901272 0.49428107 0.58553811 0.39643112 0.49987967 0.51798188 0.5118828 ] [ 1.03545127] [ 0.80295157 0.57632791 0.63944639 0.2723953 0.46472881 0.28291567 0.55000096 0.71613523 0.54111838 0.46168462] [ 0.07147307] [ 0.51068331 0.70415039 0.52481339 0.5910535 0.37602394 0.69133573 0.44432382 0.5086176 0.55017982 0.61872636] [-0.03773976] [ 0.28755425 0.67803822 0.38522566 0.62697248 0.42690478 0.68641254 0.34575102 0.63139741 0.59870038 0.5981465 ] [-0.07811374] [ 0.22853036 0.53650564 0.50320326 0.50557016 0.49281854 0.77889015 0.39602504 0.52607197 0.55883262 0.60371136] [-0.15299422] [ 0.26169192 0.58159144 0.5457793 0.63218075 0.35713839 0.70201234 0.3593494 0.43243169 0.47521557 0.54333052] [-0.02331887] [ 0.24798857 0.37283479 0.64777854 0.51144254 0.53702546 0.71315782 0.45961923 0.28678023 0.42568642 0.50686762] [ 1.49663053] [ 0.84534322 0.59788551 0.64930875 0.16848957 0.35796404 0.27382062 0.68059721 0.76580688 0.63164996 0.28918524] [ 0.10300803] [ 0.28824109 0.59793293 0.44264532 0.54870513 0.44567025 0.70829759 0.37092096 0.41300533 0.59521574 0.57245897] [ 0.7373526] [ 0.79249235 0.43191185 0.67071879 0.40934555 0.44341742 0.38074833 0.43997561 0.60536536 0.51445082 0.3098574 ] [ 1.43576285] [ 0.68032544 0.54967151 0.56444814 0.41007741 0.28462041 0.29634988 0.45492956 0.67251913 0.58832976 0.35758475] [-0.2602199] [ 0.5259414 0.69893937 0.44958582 0.65301189 0.26940384 0.4427328 0.38792443 0.49150356 0.5244262 0.53974605] [-0.10443264] [ 0.30519981 0.32899803 0.59950428 0.43142352 0.45173876 0.73152481 0.4157555 0.42239132 0.32572364 0.51052252] [-0.15887126] [ 0.62440434 0.57677577 0.43037003 0.3480774 0.33902635 0.39890328 0.43865758 0.59233946 0.49176443 0.38174881] [-0.29919567] [ 0.30925433 0.60924885 0.4742846 0.52906549 0.4226991 0.65248937 0.4870813 0.65896529 0.58341185 0.54421118] [-0.26528359] [ 0.39659297 0.65709635 0.49391873 0.62218468 0.31712229 0.61159354 0.3942589 0.4146269 0.49531437 0.5698786 ] [-0.12919011] [ 0.37404788 0.67360165 0.42562082 0.65668258 0.59378801 0.66593111 0.46132282 0.47623703 0.41961202 0.6126702 ] [-0.44819276] [ 0.50078123 0.38573201 0.67706098 0.35744356 0.47765194 0.58555694 0.44663105 0.4982093 0.3471858 0.41602624] [ 0.59800439] [ 0.4198221 0.49760724 0.48817748 0.40164188 0.39292686 0.43767311 0.36818785 0.48440871 0.4743156 0.33581672] [ 0.10317238] [ 0.52592451 0.70197145 0.5124147 0.6102322 0.46961556 0.52614575 0.46502495 0.57061629 0.67783248 0.52273309] [-0.83981587] [ 0.67763778 0.4367171 0.51198405 0.38635162 0.31870992 0.34574254 0.44837795 0.5945991 0.47478406 0.30845014] [-0.54992018] [ 0.2833328 0.64214372 0.43809284 0.52604728 0.38716833 0.55627937 0.36226561 0.54612052 0.45005323 0.46632354] [ 0.16691097] [ 0.36931167 0.64131427 0.49594802 0.61530661 0.42626176 0.74514573 0.45302109 0.51486445 0.40646039 0.64291424] [-0.57451476] [ 0.64468592 0.73242091 0.54553392 0.47901214 0.40013087 0.53421792 0.49625371 0.54859754 0.56299309 0.520362 ] [ 0.16443393] [ 0.25594139 0.50311885 0.49138324 0.55943207 0.443779 0.6474225 0.26441881 0.35947691 0.42251735 0.53185024] [-0.25957567] [ 0.2882174 0.4374379 0.61044919 0.50003419 0.53661188 0.63676482 0.45617597 0.39233072 0.43257782 0.49475692] Progress: 35.7% ... Training loss: 0.381 ... Validation loss: 0.612[ 0.57177375] [ 0.62449819 0.61964416 0.53680127 0.58897055 0.44618927 0.46802644 0.43277623 0.64494222 0.66170337 0.38705419] [-0.21045398] [ 0.37017258 0.44851012 0.62655485 0.34228752 0.56235549 0.57166427 0.42083697 0.41863228 0.48866531 0.5412367 ] [-0.43370992] [ 0.63985726 0.57961475 0.50292416 0.521628 0.42288521 0.36841267 0.45218055 0.58556068 0.50220332 0.42061508] [-0.16335124] [ 0.33508754 0.38390804 0.65521918 0.53566842 0.39236078 0.52672854 0.4523149 0.43997498 0.40799829 0.41104195] [-0.00315513] [ 0.67411698 0.69853532 0.48902667 0.33199285 0.43928953 0.50870027 0.53152189 0.5638226 0.54328945 0.47961468] [ 0.29630092] [ 0.32584335 0.59763996 0.41797728 0.59432663 0.41378465 0.4355794 0.38724865 0.51320313 0.58005185 0.46558126] [ 0.97845387] [ 0.47214798 0.42104226 0.51335016 0.46532549 0.42628405 0.59588439 0.39865806 0.56219191 0.57853364 0.37067392] [-0.3261622] [ 0.29642646 0.73892271 0.36916611 0.60699847 0.35070667 0.6823074 0.51048953 0.53211287 0.63608526 0.54482844] [-0.2913963] [ 0.50932537 0.65621807 0.44528917 0.62785024 0.33140163 0.6374147 0.3878348 0.46705366 0.56613992 0.52991161] [-0.41003467] [ 0.35850196 0.68328836 0.38914663 0.71384236 0.39933996 0.63210573 0.51803093 0.52905132 0.61114007 0.44182053] [ 0.12772798] [ 0.47516805 0.43213625 0.45060442 0.59529089 0.28821018 0.46456641 0.393795 0.44637892 0.56682488 0.3249033 ] [ 1.10354748] [ 0.83270302 0.57589316 0.64862535 0.23303587 0.38983258 0.3632068 0.62081667 0.63899516 0.51102997 0.34984843] [ 0.70275473] [ 0.69026837 0.59339641 0.52553641 0.39013401 0.30728903 0.28762168 0.45755752 0.58347913 0.52580029 0.38249659] [ 0.32940385] [ 0.23399671 0.73418769 0.32659058 0.62781231 0.49584463 0.57103196 0.31956021 0.37135751 0.40308743 0.6900642 ] [ 0.21511522] [ 0.35483806 0.43979193 0.64584837 0.40444758 0.59797518 0.56411063 0.38688594 0.35653257 0.42698935 0.53903004] [-0.11890419] [ 0.3602893 0.70791229 0.39245638 0.6464137 0.38614399 0.56312762 0.42965093 0.61798007 0.4931408 0.63115194] [-1.04366026] [ 0.68753481 0.74900099 0.54599456 0.34210037 0.43715835 0.41000625 0.64323495 0.64674843 0.68135607 0.45327028] [ 0.16531992] [ 0.43880139 0.64325443 0.51846749 0.5681235 0.61748976 0.64274746 0.39915835 0.39330645 0.37264937 0.68246746] [-0.49707799] [ 0.43515348 0.42479841 0.47522104 0.42043631 0.46264561 0.75121935 0.42141531 0.67178979 0.38810857 0.43527424] [-1.19220674] [ 0.54190575 0.69566622 0.44695517 0.53319333 0.24684035 0.35110837 0.48226554 0.61584667 0.60964398 0.38840798] [-0.01902405] [ 0.48228969 0.76179804 0.41153424 0.67528366 0.47488247 0.77396179 0.39103203 0.58655979 0.51722362 0.64184159] [ 0.17566725] [ 0.29395583 0.64687722 0.48300744 0.61067137 0.54245506 0.58089462 0.37420365 0.50110144 0.53460698 0.56724203] [-0.00442515] [ 0.77122995 0.72061322 0.55668597 0.44806282 0.38830992 0.38160833 0.66348172 0.64727314 0.65562082 0.40688866] [-0.0696083] [ 0.69609234 0.69460622 0.44383233 0.4210418 0.27879695 0.39128334 0.47190863 0.50739945 0.63668128 0.46497559] [-0.04542083] [ 0.42878531 0.72168468 0.46631746 0.66008095 0.51210381 0.71432706 0.55453844 0.42198508 0.64893499 0.58049253] [-0.31170045] [ 0.55698495 0.19584953 0.638926 0.31148006 0.52276447 0.4882774 0.50031859 0.63534041 0.37195013 0.32636759] [ 0.10972063] [ 0.39607705 0.47671223 0.50819661 0.54028838 0.51945833 0.54485234 0.41025816 0.45151702 0.50782249 0.54288938] [ 0.16972664] [ 0.75430494 0.58299233 0.5100494 0.25879477 0.36458652 0.2356119 0.4827983 0.59172488 0.573399 0.31975004] [-0.36600187] [ 0.55553741 0.78565471 0.48532459 0.59492227 0.43191105 0.62543445 0.45497594 0.46610584 0.58936531 0.5723849 ] [ 0.04187625] [ 0.37811976 0.37491113 0.65684583 0.45496978 0.49348521 0.56760785 0.35047535 0.31106183 0.30278989 0.46506714] [ 0.06854715] [ 0.34323093 0.59611423 0.42627604 0.61261831 0.48585211 0.69207855 0.36174444 0.5829547 0.55305164 0.55172579] [ 0.79321115] [ 0.59459545 0.64393123 0.47828864 0.41545541 0.29985874 0.33337426 0.47415998 0.56908453 0.58025281 0.420778 ] [ 0.12994644] [ 0.60510129 0.5452419 0.52717706 0.41530124 0.36938925 0.46949226 0.49338873 0.61794332 0.4878826 0.4969188 ] [-0.96183703] [ 0.52178874 0.62344294 0.40971085 0.43230788 0.26737383 0.29809981 0.50197141 0.70131379 0.54777613 0.28997332] [ 0.89315459] [ 0.85329774 0.52707784 0.66540981 0.25377982 0.43035935 0.36267103 0.6035745 0.6389595 0.59263584 0.33855798] [-0.51462728] [ 0.38656158 0.4436241 0.70162243 0.40433387 0.44043747 0.59562146 0.43201875 0.3923655 0.38346379 0.43472911] [-0.0577447] [ 0.43723745 0.78048478 0.47555402 0.6311404 0.44284038 0.73591019 0.49633985 0.44658482 0.6752513 0.66937739] [-0.21157887] [ 0.5367978 0.43190033 0.57759026 0.43610029 0.48929333 0.56445739 0.50398157 0.5588364 0.3632281 0.56682559] [ 0.11626737] [ 0.55228754 0.64461657 0.44728634 0.50640744 0.27137106 0.43992435 0.50869094 0.52611722 0.57979009 0.42672099] [ 0.64151895] [ 0.28268187 0.39595715 0.59418653 0.61597992 0.41936774 0.62522317 0.36950106 0.46423571 0.52870694 0.40177338] [ 0.82124998] [ 0.38275383 0.68523964 0.40549544 0.61148978 0.33546343 0.51854469 0.40213775 0.61170727 0.60177413 0.4714154 ] [ 0.00390074] [ 0.40070527 0.73233027 0.43610269 0.60737381 0.47085477 0.62313371 0.42093705 0.40401471 0.59644028 0.61841572] [-0.09309398] [ 0.70600113 0.52479362 0.53671635 0.47413869 0.28053868 0.45903733 0.37992271 0.61174172 0.59367989 0.41338656] [-0.34882951] [ 0.39809365 0.67063201 0.46138141 0.50112766 0.47102598 0.44089026 0.40187063 0.46952916 0.51661448 0.62156502] [ 0.05317617] [ 0.41289598 0.5089235 0.49822359 0.58338825 0.33949332 0.50441193 0.42627583 0.51506411 0.52756854 0.43397352] [ 0.08384315] [ 0.19839548 0.59656505 0.46745116 0.65144416 0.46940908 0.66534329 0.41021554 0.42657851 0.42471922 0.48603899] [-0.09752317] [ 0.66997804 0.51260519 0.70262478 0.41971222 0.5655867 0.44122542 0.49127801 0.56950169 0.5380586 0.47469221] [-0.31929668] [ 0.55997128 0.55655499 0.48989347 0.5470284 0.38942441 0.51376155 0.45817111 0.4643614 0.44444796 0.41429493] [-0.27310813] [ 0.44382065 0.51364632 0.45709122 0.39719891 0.40646421 0.56841876 0.39109802 0.61429225 0.5799639 0.39578224] [ 0.8001935] [ 0.65311026 0.63622965 0.48527676 0.5052768 0.28238662 0.3516639 0.4794496 0.53089531 0.58070773 0.52064553] [-0.43324013] [ 0.59558728 0.69946758 0.45331946 0.45870035 0.43327528 0.57318986 0.56804176 0.57871409 0.61001803 0.55497775] [ 0.06790919] [ 0.42171418 0.5979093 0.41373352 0.59195841 0.42052601 0.56192369 0.46762452 0.4320732 0.60033538 0.52363413] [ 0.53100986] [ 0.29698215 0.58039032 0.51408342 0.60273006 0.49320802 0.75595355 0.37878185 0.52879166 0.49099969 0.54194138] [ 0.00503009] [ 0.57257855 0.56865516 0.47119775 0.50071318 0.3945074 0.49961216 0.47634029 0.58726178 0.60660508 0.35080531] [-0.16862486] [ 0.48660342 0.71269783 0.55779538 0.43195318 0.50216894 0.61396067 0.48138272 0.60949877 0.56043622 0.65108728] [-0.67620165] [ 0.50850936 0.58064434 0.52259105 0.49063183 0.51681334 0.60946366 0.43955418 0.51970129 0.58826401 0.47291111] [-0.77247649] [ 0.56610751 0.67802192 0.55594631 0.42137372 0.42973369 0.53613984 0.50453225 0.51213126 0.4660632 0.49591477] [-0.24181979] [ 0.48465003 0.39216919 0.68198979 0.25465498 0.41982634 0.52368828 0.50420123 0.54585738 0.43570892 0.43911657] [-0.17754475] [ 0.63651561 0.54921911 0.66596571 0.25098244 0.54351843 0.52563225 0.49550062 0.6156734 0.50889994 0.51322258] [-0.13180219] [ 0.32505597 0.38025626 0.53224277 0.60642553 0.41280756 0.48040955 0.40595953 0.3897199 0.5304708 0.28355589] [ 0.050071] [ 0.39692467 0.60567474 0.47623511 0.62782892 0.3168927 0.66515919 0.35991254 0.37874608 0.45449875 0.60616058] [-0.2761487] [ 0.63452734 0.61446596 0.53634756 0.38020433 0.43276709 0.36223551 0.55967465 0.52421061 0.54403518 0.47021851] [ 0.20766378] [ 0.60779105 0.64377803 0.38995031 0.55668932 0.31079746 0.56469508 0.41058968 0.42338406 0.51785236 0.50242816] [-0.02097711] [ 0.24334842 0.37390837 0.55285808 0.60507058 0.40337487 0.73355399 0.3781232 0.40812793 0.49094083 0.4498024 ] [ 1.13249111] [ 0.55915014 0.67030118 0.44998757 0.47197985 0.39895199 0.35507355 0.48697048 0.55654566 0.62509991 0.39554381] [ 0.33973198] [ 0.2296709 0.39987699 0.47305194 0.68924321 0.55248011 0.55011588 0.48765683 0.41801416 0.34642664 0.70221047] [ 0.76736557] [ 0.76277235 0.73387551 0.53765912 0.42075016 0.41174228 0.41168322 0.65386324 0.65753728 0.69714531 0.39557438] [-0.31578264] [ 0.60861937 0.69013419 0.53030557 0.38084352 0.36909139 0.52844718 0.5342986 0.7002465 0.61782051 0.50244011] [-0.93155882] [ 0.72471184 0.61780762 0.47977514 0.38042565 0.29325686 0.30951751 0.56739035 0.7612575 0.67562296 0.26987112] [-0.14660596] [ 0.81729928 0.49654669 0.60604768 0.28882515 0.39109841 0.20542248 0.58558811 0.74237171 0.61699308 0.20621765] [-0.12471686] [ 0.54044008 0.75241778 0.45498265 0.37310454 0.49131985 0.69804001 0.39011805 0.5791531 0.53559175 0.66578465] [-0.14398382] [ 0.37851885 0.65119843 0.41879242 0.66061631 0.41555196 0.64537414 0.48451912 0.64625386 0.58176164 0.44782539] [-0.02587377] [ 0.42645655 0.60469468 0.4469039 0.53591754 0.39337692 0.37600442 0.40714782 0.47862861 0.48453882 0.4701667 ] [-0.15775903] [ 0.46262293 0.55964571 0.46990539 0.36731807 0.42059152 0.5793086 0.39235091 0.52279059 0.50671793 0.4529089 ] [ 1.25269587] [ 0.86006353 0.65570329 0.58299954 0.28346911 0.35042004 0.31657934 0.53256618 0.80868529 0.64825245 0.31600654] [ 0.12307257] [ 0.48819535 0.6738078 0.41859899 0.722781 0.35899032 0.51130267 0.48951452 0.62281814 0.48324714 0.68344691] [-0.54393104] [ 0.32236845 0.31785368 0.69466487 0.35318908 0.54146004 0.52603503 0.49528775 0.42916721 0.39508509 0.40120242] [-0.51217912] [ 0.43085223 0.80736847 0.33240223 0.70906944 0.26197263 0.42579412 0.35604572 0.45340129 0.52994828 0.54611358] [-0.53091317] [ 0.57554217 0.44154158 0.55549931 0.38003252 0.49191848 0.49145969 0.52198693 0.59216016 0.39363575 0.44471004] [-1.25616217] [ 0.49772884 0.56255061 0.51828798 0.4174574 0.4120807 0.43732998 0.54326412 0.64018641 0.3797614 0.28700529] [ 0.29204618] [ 0.2828337 0.46012572 0.5909325 0.50177908 0.49516687 0.58798106 0.40477855 0.41716589 0.5345151 0.61286767] [-0.93496732] [ 0.84675847 0.72420635 0.56918041 0.38693048 0.40961352 0.42087258 0.62053883 0.64511437 0.63809882 0.5189549 ] [-0.02669016] [ 0.611914 0.56498306 0.51230702 0.5453186 0.44872285 0.44711662 0.45850065 0.52971481 0.52931057 0.33025679] [-0.02176541] [ 0.38057393 0.38945642 0.67008367 0.36020868 0.47543563 0.54488328 0.41709434 0.35629821 0.43276551 0.44918075] [-0.72365244] [ 0.71226185 0.36870206 0.60067477 0.38171954 0.53134536 0.42401294 0.53518139 0.55695522 0.36346174 0.36640718] [ 0.04713822] [ 0.27758492 0.57718453 0.53635737 0.5566333 0.45062302 0.74600504 0.35104584 0.52299587 0.4663017 0.55564791] [-0.36650109] [ 0.67393799 0.43410149 0.66890372 0.22752917 0.46096709 0.35680227 0.56774499 0.54720497 0.49694251 0.35297583] [ 1.95385869] [ 0.54287241 0.77123241 0.48396774 0.54977132 0.35980857 0.56256964 0.4838811 0.62492113 0.56637137 0.53597779] [ 0.39245268] [ 0.45231166 0.69066671 0.53737135 0.59041509 0.48601127 0.67317427 0.36316052 0.4670699 0.51278957 0.63894919] [ 0.43536071] [ 0.27572185 0.2833047 0.68460835 0.42750217 0.610909 0.73307891 0.32237317 0.30507475 0.23945224 0.60807661] [ 0.21774702] [ 0.40583169 0.64248702 0.4900876 0.61588003 0.51142234 0.7267719 0.41748594 0.38585628 0.40776036 0.65558385] [ 2.12616305] [ 0.76854884 0.50415963 0.57083473 0.2894788 0.31845841 0.31417363 0.60845918 0.76406648 0.53646704 0.28786978] [ 1.30772284] [ 0.68450192 0.5628734 0.55374256 0.32524536 0.3315748 0.37437691 0.46938358 0.72260722 0.50333335 0.39546753] [ 0.56941666] [ 0.20268701 0.38904986 0.68415325 0.52059085 0.57444617 0.78097092 0.39544633 0.26445018 0.3593143 0.61676992] [-0.83066472] [ 0.33972741 0.43541596 0.50661267 0.37744895 0.46360125 0.45799711 0.43793897 0.49920274 0.38291105 0.33027497] [ 0.19409811] [ 0.25797213 0.58104262 0.39618554 0.56533193 0.42399245 0.59661346 0.33252757 0.51566536 0.45411251 0.50214595] [-0.05122601] [ 0.48155656 0.55457875 0.44661019 0.66110863 0.46505637 0.51992985 0.42737334 0.52160494 0.50475179 0.55881276] [-0.45647351] [ 0.70978222 0.63518448 0.49021035 0.40461094 0.25152062 0.4844136 0.47610249 0.51358715 0.5073392 0.48974573] [-0.54030019] [ 0.4110507 0.60589117 0.43277468 0.61826801 0.38782424 0.61460051 0.50100995 0.53489609 0.52454573 0.41950904] [ 0.7794052] [ 0.51820967 0.70131995 0.47498838 0.49137831 0.40010878 0.45566252 0.42417312 0.51194786 0.52442579 0.51750726] [-0.08393697] [ 0.64247431 0.65423677 0.52417825 0.35967362 0.34940252 0.51862468 0.57672127 0.68125443 0.61430918 0.42168828] [ 0.30559557] [ 0.31447673 0.58681233 0.56342319 0.60899094 0.43754432 0.48766017 0.37870668 0.44730049 0.57878455 0.48289256] [ 0.95629786] [ 0.64280896 0.45940355 0.63107552 0.33408857 0.36271958 0.3751596 0.49332779 0.69479228 0.46871165 0.30931747] [-0.16707397] [ 0.29329659 0.64317855 0.41216903 0.63321294 0.43435205 0.59387296 0.54223836 0.58871002 0.47036538 0.47218425] [-0.28364393] [ 0.35550273 0.44242239 0.44538436 0.67091676 0.41985005 0.57897971 0.46956037 0.55096481 0.43539562 0.36676097] [ 0.59413075] [ 0.58505569 0.76884205 0.33275594 0.58598963 0.26552009 0.29218185 0.52020209 0.55027935 0.72394574 0.45694096] [-0.52489496] [ 0.4917786 0.64971074 0.52130788 0.46553176 0.41614963 0.58136465 0.53068554 0.48991419 0.61940921 0.53343956] [-0.29866631] [ 0.48529692 0.64808023 0.38530634 0.60890607 0.28138931 0.59183008 0.41863074 0.42780702 0.56794175 0.53812419] [-0.39960626] [ 0.45470688 0.52221926 0.57533943 0.40200433 0.48586954 0.36180113 0.42075392 0.52268406 0.41137857 0.53619896] [-0.64737443] [ 0.33173864 0.63838944 0.4674985 0.43983624 0.4672622 0.42042194 0.53782506 0.46079699 0.63655904 0.4156513 ] [ 0.18668815] [ 0.36690981 0.59519885 0.55909676 0.55616921 0.46391806 0.70819397 0.43871289 0.43421168 0.37694259 0.61090745] [-0.92025653] [ 0.56712333 0.56048548 0.50326388 0.47769947 0.33349212 0.37513747 0.41159369 0.54132167 0.41854101 0.51700122] [-0.34377112] [ 0.43320068 0.6057191 0.40856202 0.56945783 0.29772204 0.44517729 0.42330927 0.50387998 0.52254625 0.46198627] [-0.41433167] [ 0.75371922 0.40279895 0.64367416 0.34909367 0.53830123 0.28452461 0.50957138 0.57554849 0.47963898 0.31309525] [-0.30999146] [ 0.36334565 0.5670792 0.37251694 0.62465447 0.43444921 0.57161742 0.38727949 0.63489227 0.56571199 0.55396391] [ 0.32047055] [ 0.24677209 0.5948034 0.44420352 0.65306373 0.46374443 0.65270901 0.37398748 0.39313539 0.41545907 0.51204832] [-0.43349898] [ 0.7895794 0.58631316 0.64785447 0.26786477 0.46809924 0.50910938 0.6194333 0.54078734 0.49121111 0.45757219] [ 0.20949835] [ 0.2495728 0.53779127 0.58786866 0.53910466 0.5091799 0.71771631 0.37008536 0.44405178 0.42453416 0.641508 ] [ 0.48088676] [ 0.64011484 0.39862519 0.60328136 0.4356887 0.40744151 0.32241706 0.34126695 0.50233134 0.44537159 0.31247584] [-0.07141902] [ 0.40177941 0.50306812 0.59175184 0.32989717 0.54770138 0.64704522 0.37870656 0.58091146 0.41978398 0.63927234] [-0.29207961] [ 0.64261418 0.53926971 0.48811386 0.38898746 0.50587146 0.61049628 0.52146244 0.4912352 0.39440399 0.51629363] [ 0.80902441] [ 0.71901444 0.65506791 0.50255047 0.41639603 0.30127896 0.43403052 0.4658044 0.49485526 0.64429722 0.48158902] [-0.26858214] [ 0.81311763 0.3177138 0.64873564 0.29400954 0.41961487 0.2392946 0.66219285 0.72764198 0.379677 0.30087886] [-0.60471375] [ 0.78840385 0.58907142 0.48714807 0.30424348 0.46086385 0.44128371 0.5704195 0.57037312 0.46276974 0.389688 ] [ 0.36480722] [ 0.22111743 0.68347556 0.31384808 0.71604399 0.47119651 0.76573926 0.44853568 0.55457085 0.46952272 0.65208975] [ 0.20746092] [ 0.56441026 0.55975048 0.50887071 0.38401966 0.4864384 0.50525764 0.45439686 0.59519029 0.61447478 0.39523031] [-0.4508969] [ 0.3030937 0.57393583 0.33561425 0.59935975 0.4386503 0.55157395 0.39309284 0.50245164 0.5096355 0.33077396] [ 1.17499248] [ 0.67268543 0.56461653 0.52005332 0.29883852 0.30924974 0.336707 0.47874714 0.67060583 0.5400171 0.40150354] Progress: 36.0% ... Training loss: 0.374 ... Validation loss: 0.608[ 0.68560603] [ 0.36711686 0.59891526 0.4613758 0.46016867 0.41880453 0.57193655 0.3607897 0.38138617 0.44574263 0.49555051] [ 0.36889037] [ 0.30147185 0.75615679 0.36439758 0.68605494 0.34335262 0.62868622 0.42357145 0.6253948 0.56535668 0.57134363] [ 0.1715846] [ 0.48777434 0.49447374 0.61577875 0.37540217 0.57414435 0.46635819 0.42032465 0.44205277 0.44473953 0.53768424] [ 0.4254287] [ 0.72967874 0.54598193 0.50451927 0.40114115 0.321238 0.22373492 0.44573442 0.49835008 0.54511168 0.38075227] [ 0.96204167] [ 0.64844762 0.54284539 0.51766388 0.42584491 0.35485645 0.31119329 0.4745733 0.57934064 0.4979425 0.3921442 ] [ 0.07766633] [ 0.30274972 0.63502741 0.49425231 0.69565574 0.36633807 0.69191494 0.35627698 0.42251151 0.5519869 0.53115127] [ 0.08468743] [ 0.35448317 0.4366658 0.64316977 0.46415875 0.46848048 0.63809026 0.47768002 0.41382172 0.40928031 0.57078708] [-0.1196418] [ 0.74826802 0.58644634 0.58118099 0.25771441 0.39761097 0.49330359 0.54965283 0.53301281 0.6125066 0.52358304] [ 0.0417302] [ 0.42374109 0.33680476 0.685946 0.41061327 0.63883117 0.56718853 0.40100475 0.32324042 0.37794791 0.47438161] [ 0.91512285] [ 0.422826 0.57364489 0.45226662 0.4387871 0.34091633 0.36547116 0.43411851 0.42180936 0.54316252 0.38957354] [ 0.42839182] [ 0.31309304 0.66426887 0.47766176 0.6158482 0.46417807 0.75208219 0.38658218 0.55046036 0.5495763 0.56122777] [-0.11575776] [ 0.31897609 0.39667674 0.50449538 0.60903119 0.4081438 0.53148494 0.3946498 0.37389048 0.41755964 0.3353163 ] [ 1.325545] [ 0.74619531 0.63230809 0.62994786 0.34116094 0.42702053 0.41068255 0.54793494 0.66298278 0.65756437 0.43764361] [-0.22622148] [ 0.38215453 0.4623433 0.581751 0.44854679 0.48285242 0.5365254 0.41336846 0.4131313 0.52495322 0.39908745] [ 0.39522935] [ 0.70395541 0.67584483 0.60821833 0.42787249 0.42019207 0.44928929 0.5498212 0.62157974 0.64091329 0.46080098] [-0.43729614] [ 0.76276392 0.54044414 0.58884256 0.32143087 0.43123527 0.49187116 0.50674285 0.70130914 0.55334482 0.45083336] [ 0.36989916] [ 0.50282476 0.51960259 0.51214797 0.40401336 0.36491669 0.33760225 0.44082296 0.68559115 0.42954936 0.38180361] [-0.29816677] [ 0.65430283 0.64704565 0.59831072 0.34557779 0.5039243 0.44652229 0.54478326 0.61759506 0.47915961 0.63928214] [-0.27833928] [ 0.46282124 0.76511372 0.3162245 0.58186031 0.27610064 0.443347 0.5425498 0.67897948 0.62284607 0.41710371] [-0.12282684] [ 0.66475393 0.57641947 0.53204505 0.40408383 0.35179739 0.61647606 0.45357779 0.572138 0.61454225 0.54258063] [-1.01654574] [ 0.61004998 0.16654477 0.8249337 0.22667412 0.62039214 0.39103296 0.53316436 0.4177247 0.30930681 0.35548362] [-0.95381645] [ 0.48688266 0.47466857 0.47662225 0.52897997 0.36065072 0.42365277 0.43915312 0.45283791 0.45719694 0.3427111 ] [-0.02644206] [ 0.50795903 0.66034386 0.37625179 0.68342626 0.2855238 0.39978428 0.34455724 0.50771399 0.53601619 0.55794753] [ 0.32453143] [ 0.49275277 0.62858842 0.42113488 0.4409074 0.4321245 0.67988995 0.49777472 0.54727503 0.4429666 0.5930561 ] [-0.36638846] [ 0.69303969 0.3214656 0.66454607 0.35073246 0.49782303 0.4391754 0.44269201 0.53772366 0.49055087 0.3380016 ] [-0.63089159] [ 0.39304652 0.70514378 0.33847972 0.63625577 0.44661533 0.55233869 0.4275851 0.55324827 0.53919855 0.43163554] [-0.31198669] [ 0.55270886 0.71011927 0.48558906 0.41029299 0.37480854 0.63136097 0.48521362 0.49024912 0.58542779 0.65686223] [-0.67503515] [ 0.83063869 0.63425692 0.62583651 0.34566329 0.4367594 0.3673881 0.50832962 0.72586408 0.65488017 0.41423678] [-0.30531288] [ 0.41394625 0.57810169 0.40597749 0.59368005 0.42005185 0.68076702 0.41458304 0.53389678 0.47476843 0.5103065 ] [-0.27818899] [ 0.40944394 0.66483502 0.403722 0.56315242 0.30138994 0.50954622 0.44352663 0.49922036 0.55574912 0.5106769 ] [-0.08290819] [ 0.28715457 0.64479615 0.43165638 0.67571151 0.42265904 0.57019817 0.38556496 0.39599885 0.45578823 0.56056615] [-0.76511529] [ 0.75612724 0.58494794 0.50043083 0.47854472 0.26649844 0.39926805 0.46641173 0.56819109 0.52118024 0.50412839] [-0.58320154] [ 0.52963679 0.76409993 0.40604966 0.4959333 0.40815425 0.48917992 0.46320252 0.42224452 0.54832366 0.613227 ] [ 0.27756441] [ 0.30104665 0.62856507 0.51189129 0.5157698 0.48779724 0.70214239 0.36027748 0.45833446 0.51598735 0.68795709] [-0.39829871] [ 0.60700552 0.61263654 0.4927049 0.36276456 0.40672885 0.5187208 0.45314404 0.57289096 0.55734769 0.52426321] [-0.50177091] [ 0.7250295 0.55798676 0.50232855 0.27372634 0.46218011 0.44340403 0.54910481 0.57483934 0.42420275 0.41993349] [ 0.8982654] [ 0.46523229 0.307334 0.70797772 0.4469157 0.41866005 0.50649882 0.40701362 0.53659703 0.47440588 0.37753839] [ 0.28595311] [ 0.23073345 0.26752212 0.68333848 0.397502 0.57631145 0.71094784 0.41504729 0.37048599 0.29578999 0.5621645 ] [-0.47945063] [ 0.35133978 0.36925158 0.51766243 0.55478166 0.46911897 0.54408954 0.36693694 0.53867892 0.42393149 0.44921686] [ 0.35775558] [ 0.46690599 0.55995534 0.45440789 0.46576001 0.33033111 0.29492487 0.42698031 0.49741786 0.58793989 0.2963345 ] [ 0.35386871] [ 0.65338832 0.34243687 0.66376429 0.34844161 0.34693633 0.2688069 0.57081907 0.76801974 0.37234728 0.18233554] [ 0.4858784] [ 0.32577828 0.72090185 0.41734907 0.65295236 0.32452551 0.6200446 0.52621872 0.64037614 0.53219882 0.55161624] [-0.2171647] [ 0.25747281 0.50573617 0.50614201 0.55985343 0.48181102 0.5311039 0.48239383 0.41775668 0.41589415 0.43480619] [ 0.75970827] [ 0.83581107 0.78600857 0.48252836 0.21547964 0.23934782 0.24816758 0.62066872 0.74408634 0.76053516 0.37347649] [ 0.08810514] [ 0.42639575 0.29712938 0.62526581 0.44723092 0.48339759 0.36071152 0.45225723 0.45197743 0.39967724 0.51557335] [ 0.18096531] [ 0.50110671 0.60524074 0.44833033 0.6842675 0.26207363 0.38848692 0.40677884 0.48638801 0.55820064 0.42431869] [-0.59121786] [ 0.5151836 0.63294041 0.45149069 0.55989141 0.29120054 0.60076364 0.37734136 0.46509173 0.59256089 0.5171026 ] [ 0.06364604] [ 0.40021688 0.22201109 0.71989881 0.36832502 0.62810782 0.65776037 0.35120868 0.3834103 0.28242738 0.48673009] [-0.14290733] [ 0.43084183 0.50475964 0.65258501 0.38735887 0.44873642 0.65321582 0.43805799 0.49928912 0.54132646 0.58958496] [ 1.25004163] [ 0.51800135 0.7635302 0.42316727 0.6216108 0.38797621 0.52180227 0.46984275 0.58218492 0.54901471 0.50011248] [ 0.03982396] [ 0.26591236 0.54695997 0.4151954 0.4471269 0.42598537 0.58010949 0.48330399 0.42127715 0.46203352 0.52129296] [-0.20860258] [ 0.46418237 0.70831002 0.39053357 0.557977 0.42641896 0.5785565 0.3565683 0.45549498 0.45405928 0.64858462] [ 0.51949739] [ 0.49210443 0.70455185 0.51886603 0.65342479 0.50178983 0.62319486 0.35785817 0.48504874 0.46288005 0.71745444] [-0.26922361] [ 0.46548324 0.81360439 0.32838142 0.5527554 0.29720296 0.45274783 0.3794653 0.55296362 0.69292181 0.55951591] [-0.32439134] [ 0.51595979 0.67986212 0.48150576 0.50952551 0.36210222 0.51367837 0.47568283 0.67180844 0.60088088 0.44019386] [-0.15773959] [ 0.58538509 0.55519054 0.58577796 0.41630862 0.46316549 0.33249751 0.42897597 0.51302889 0.52126451 0.56486499] [ 0.14548273] [ 0.37180398 0.49347127 0.65853905 0.42421122 0.55194783 0.60852863 0.41614988 0.54096594 0.37160591 0.5638948 ] [-0.31118927] [ 0.53952622 0.69661424 0.46221672 0.51033611 0.32099285 0.41750358 0.45250411 0.60238513 0.53320978 0.50738729] [-0.00388386] [ 0.29651364 0.6955111 0.32832126 0.73330275 0.39274705 0.53381793 0.39806934 0.3359848 0.47251185 0.56361933] [ 0.14294662] [ 0.46804571 0.73096897 0.4799247 0.59920557 0.55236765 0.67155363 0.32453004 0.49085477 0.49249076 0.69302717] [ 0.25218019] [ 0.2366532 0.40334166 0.51481814 0.66740667 0.45863742 0.51615553 0.46256584 0.40825621 0.40725588 0.55684388] [ 0.0345958] [ 0.51821081 0.36100927 0.59721703 0.4456888 0.51868957 0.44408992 0.46252433 0.61141457 0.53039811 0.42385803] [ 0.68534885] [ 0.54511107 0.60212609 0.49663784 0.5031817 0.48421504 0.49395319 0.56131703 0.56045246 0.53495925 0.43637653] [-0.38341831] [ 0.36611541 0.49354212 0.45273133 0.54710676 0.4376293 0.51396929 0.48669608 0.52984498 0.43471323 0.46621507] [-0.46163577] [ 0.50187263 0.27704317 0.63583411 0.3320339 0.59914603 0.55848802 0.45629676 0.55745267 0.51067027 0.35752645] [-0.26535149] [ 0.57578278 0.64763208 0.34048005 0.36272115 0.35747052 0.39445714 0.43903309 0.51976897 0.54020351 0.39161942] [ 0.16794225] [ 0.28387553 0.67822284 0.38366943 0.6290586 0.42954902 0.69246266 0.34343248 0.62651821 0.59593314 0.60347203] [ 0.31976627] [ 0.44775098 0.5021226 0.46396503 0.45478606 0.36872615 0.41540459 0.46403777 0.51914669 0.53060256 0.39437114] [ 0.35912728] [ 0.5023294 0.640492 0.45944403 0.63998588 0.24489511 0.39403226 0.43242436 0.47670264 0.56201508 0.4267095 ] [-0.02948569] [ 0.45106911 0.68660737 0.45174419 0.54242752 0.35162677 0.73646224 0.39565695 0.5144813 0.5719079 0.67505045] [-0.44917744] [ 0.54027455 0.76822724 0.43582636 0.65981563 0.47391579 0.55232987 0.47259198 0.43673856 0.54010275 0.56438154] [-0.39481029] [ 0.65734668 0.7198639 0.4473827 0.41920698 0.28288953 0.35205614 0.44512156 0.58987866 0.5790349 0.46660646] [-0.7811071] [ 0.39114356 0.62417105 0.35901137 0.67680108 0.3238245 0.36798054 0.40890776 0.44000407 0.45874411 0.41687995] [ 1.66258671] [ 0.7022511 0.77548881 0.46308473 0.51057158 0.35155741 0.31177141 0.58085221 0.70547793 0.6954412 0.44059858] [ 0.05559847] [ 0.35111213 0.41939828 0.65448722 0.3906248 0.4515724 0.62672562 0.47671071 0.44581083 0.43696318 0.50499971] [ 0.30446843] [ 0.56721815 0.59990727 0.53000676 0.33428651 0.36801985 0.39843251 0.57002015 0.46530839 0.64817228 0.41772371] [ 0.09028866] [ 0.35524626 0.39387841 0.5694754 0.48154091 0.46105155 0.53832819 0.47443912 0.57056934 0.47814446 0.38590764] [ 0.28707995] [ 0.21087427 0.52486865 0.48016674 0.64230448 0.43833713 0.72817288 0.42210066 0.4820321 0.44308678 0.59633203] [ 0.00137991] [ 0.45237478 0.76628302 0.40714161 0.73529911 0.44852469 0.57809057 0.35808156 0.59931296 0.57799783 0.71490784] [-0.02089787] [ 0.33123451 0.57939352 0.51138474 0.50019874 0.4421775 0.51351701 0.37752245 0.51038298 0.54030477 0.4485838 ] [ 0.50812544] [ 0.68717327 0.53740881 0.52068838 0.34191178 0.36648266 0.3658885 0.49768471 0.67493705 0.55059745 0.35627643] [-0.13168772] [ 0.36723478 0.76689051 0.39780271 0.63521505 0.36307459 0.62709766 0.43160863 0.58407109 0.52398317 0.66816997] [-0.21476841] [ 0.36002593 0.56976241 0.4914523 0.49136719 0.45760134 0.63359168 0.38171821 0.38845499 0.46663781 0.50479383] [ 0.58827411] [ 0.50068742 0.48323534 0.64638232 0.3818371 0.47465992 0.56395719 0.38556592 0.53629383 0.55545763 0.56893645] [ 0.94455841] [ 0.50578366 0.56312191 0.54083117 0.40207928 0.39141602 0.44760479 0.48696009 0.55059098 0.4936652 0.37221511] [-0.23977568] [ 0.38372275 0.36299167 0.61348829 0.47045981 0.44710819 0.59307577 0.40278146 0.47584974 0.3726453 0.45954244] [ 0.48482545] [ 0.50173698 0.68911596 0.45359392 0.65714216 0.40917379 0.53476353 0.40100745 0.65764352 0.593452 0.50068498] [ 0.16663275] [ 0.54804949 0.52464284 0.49904535 0.46594034 0.38905575 0.57593748 0.57458131 0.60630392 0.42961732 0.62571096] [ 0.68651365] [ 0.49669959 0.66068851 0.40372399 0.58971954 0.2801287 0.49902305 0.46019706 0.60339482 0.64616748 0.36806038] [-0.78284911] [ 0.49299101 0.43913527 0.6074269 0.41351131 0.4719898 0.5418666 0.52946933 0.53428886 0.39388546 0.53143462] [-0.84595463] [ 0.48441921 0.46985161 0.49461359 0.59889157 0.39119372 0.44741567 0.49255235 0.44939461 0.49599821 0.32805906] [-0.109931] [ 0.75819995 0.50040454 0.61061794 0.34677731 0.27600832 0.27265522 0.54350917 0.64822411 0.50959179 0.31904989] [ 0.02157651] [ 0.53523784 0.6757846 0.51567985 0.37928484 0.33842582 0.4739453 0.61310584 0.69531645 0.60120786 0.40144956] [ 0.44838585] [ 0.22471648 0.55887985 0.55652696 0.56602831 0.58672727 0.75318056 0.38487933 0.38863601 0.48722278 0.69396167] [ 0.39571987] [ 0.29812254 0.75748926 0.42905929 0.6299713 0.50497622 0.72274866 0.36672189 0.59771495 0.62656078 0.68134105] [-0.47825232] [ 0.31580421 0.72637136 0.4189971 0.61463246 0.35973598 0.42331663 0.43623483 0.54333253 0.66258225 0.41517187] [-0.56978412] [ 0.63518493 0.52631231 0.55916945 0.39481101 0.43014211 0.45578649 0.5358559 0.50230226 0.67351198 0.44469348] [ 0.91937672] [ 0.49697959 0.48145337 0.49089859 0.38811305 0.40959732 0.2690975 0.42740374 0.56947119 0.4784206 0.32579814] [ 0.33542093] [ 0.35958455 0.62804573 0.53667447 0.46961296 0.47995983 0.58397031 0.48014087 0.4086779 0.49682489 0.63200016] [ 0.14683122] [ 0.73484774 0.60907508 0.58869043 0.37160083 0.52808133 0.33849936 0.49164511 0.58405407 0.55018566 0.51984193] [ 1.67883404] [ 0.44143791 0.7122918 0.45535836 0.49525827 0.41303444 0.32622827 0.47889799 0.54566984 0.62392867 0.47829857] [-0.41975936] [ 0.46619788 0.70249879 0.50904614 0.69750211 0.4850268 0.60370986 0.41747476 0.54806731 0.59867359 0.53131278] [-0.25096188] [ 0.68975743 0.60483441 0.6241436 0.35793109 0.52610261 0.63126243 0.4848399 0.57960537 0.54480209 0.55561535] [ 0.2974436] [ 0.31381525 0.67410841 0.40962619 0.61316323 0.38970416 0.63149496 0.29405387 0.43241501 0.41129312 0.66984762] [-0.30977243] [ 0.55287026 0.60217103 0.49844693 0.57204339 0.2851137 0.42959136 0.5093223 0.51281985 0.54867072 0.48954886] [ 1.44853623] [ 0.67617429 0.68739301 0.58334978 0.3212251 0.45133594 0.38693499 0.55405528 0.65378338 0.56251897 0.46528185] [-0.03685375] [ 0.33845781 0.62721782 0.38714925 0.68644107 0.47161772 0.7714198 0.38345781 0.55681395 0.50254096 0.52222086] [ 1.6150432] [ 0.79366467 0.6819784 0.56151845 0.35585697 0.32032726 0.26058154 0.56224686 0.7723621 0.68608163 0.3051682 ] [-0.5704927] [ 0.85008485 0.41673161 0.65344443 0.39259428 0.42571692 0.44759653 0.45683535 0.71417253 0.52516428 0.31546053] [-0.01264521] [ 0.62552768 0.34110176 0.64905189 0.36708367 0.53587544 0.46549335 0.48701037 0.55847716 0.38252825 0.36590697] [-0.53257489] [ 0.5731925 0.44154647 0.55532777 0.38082478 0.49287013 0.49386541 0.5216396 0.58942375 0.39351109 0.44640275] [-0.56954469] [ 0.52921225 0.58278023 0.52290194 0.21671205 0.6337815 0.58114631 0.54936988 0.53534008 0.46543506 0.60707151] [-0.82052813] [ 0.66325971 0.39246009 0.68691256 0.30507993 0.35802918 0.35469659 0.59236049 0.69335311 0.46096899 0.31431846] [ 0.60151794] [ 0.18578256 0.48932612 0.52727471 0.70335918 0.47204293 0.77188043 0.35131772 0.26901981 0.42795348 0.57082393] [ 0.46981497] [ 0.19363524 0.53794087 0.46239147 0.47972718 0.6107916 0.70816358 0.38219289 0.33047343 0.41809807 0.65778494] [-0.1701725] [ 0.20460719 0.47468168 0.44300583 0.5612096 0.51670997 0.61276158 0.44656822 0.49548981 0.3808529 0.40340803] [ 0.88308995] [ 0.64820231 0.52374898 0.57358098 0.39836197 0.26890891 0.35842327 0.52363914 0.64098064 0.51719185 0.36318461] [ 0.11087437] [ 0.76841616 0.5048057 0.60799 0.25299488 0.36216019 0.27137933 0.50243554 0.68350693 0.61134404 0.33630268] [ 0.3147513] [ 0.38264978 0.69056547 0.46222895 0.72285917 0.41302989 0.73264715 0.44685275 0.49654381 0.47832456 0.60670243] [ 0.60814593] [ 0.50514469 0.67293462 0.3572884 0.62491341 0.30950018 0.61063143 0.3729201 0.39965659 0.52358736 0.53934223] [ 0.27152779] [ 0.47685768 0.69787432 0.4666363 0.71658808 0.40527893 0.61147692 0.35192073 0.57698708 0.56036746 0.58951802] [-0.34411186] [ 0.54002752 0.59173742 0.54054879 0.48452048 0.38307821 0.46409859 0.52844069 0.6830153 0.47648797 0.45715739] [-0.65659828] [ 0.65817621 0.56949977 0.48133028 0.42887255 0.45399573 0.43569371 0.44738836 0.52685515 0.50814227 0.34663166] [ 1.19575934] [ 0.52500781 0.62851264 0.41030223 0.5213395 0.33814852 0.4247215 0.47064173 0.70642534 0.70149056 0.32663607] [-0.06736314] [ 0.35297396 0.5229261 0.39969274 0.50831375 0.54354575 0.76698471 0.32761279 0.60544752 0.47717787 0.5795496 ] [ 1.27656027] [ 0.42447155 0.508193 0.42189563 0.58316498 0.37576011 0.4787906 0.34072943 0.49300862 0.49091063 0.35806366] [ 0.14545296] [ 0.29527444 0.40347062 0.57896807 0.61638957 0.36691508 0.70642646 0.39256566 0.48390367 0.42506677 0.39612245] [-0.55747163] [ 0.40773109 0.77312457 0.28290206 0.69688366 0.36200549 0.53340886 0.4070263 0.63998724 0.56331002 0.61507337] Progress: 36.3% ... Training loss: 0.370 ... Validation loss: 0.604[ 0.86145528] [ 0.52466811 0.45749099 0.52971814 0.3979864 0.44403052 0.58127162 0.45960277 0.73589596 0.5463234 0.36408267] [-0.99022798] [ 0.44802533 0.74435622 0.35345391 0.67091065 0.26427133 0.54878083 0.46153876 0.62268746 0.57711383 0.3965697 ] [ 0.22254305] [ 0.67214115 0.44191704 0.48519881 0.37602487 0.32586957 0.26707 0.55516551 0.67458535 0.52704958 0.18571076] [-0.00684803] [ 0.44152542 0.70135433 0.40830623 0.62071983 0.27720676 0.59516346 0.44827061 0.43675113 0.57193021 0.5248148 ] [-0.46094409] [ 0.52238439 0.50698373 0.53966167 0.39317837 0.45127346 0.46841561 0.56437752 0.49002641 0.49959071 0.41118181] [-0.37434676] [ 0.73764375 0.63927341 0.48401487 0.30928371 0.29318517 0.38463597 0.43731946 0.65001806 0.5287032 0.38531296] [ 0.90666732] [ 0.73341589 0.6469721 0.61211928 0.3006444 0.41376271 0.34877272 0.62080081 0.64012796 0.62589972 0.36594105] [-0.17074321] [ 0.42859099 0.74547928 0.41386967 0.68743557 0.40464856 0.5089849 0.33733332 0.59444506 0.68918326 0.46895807] [ 0.4613141] [ 0.73625525 0.5326132 0.64357114 0.33424586 0.45014629 0.33925627 0.56696716 0.68459292 0.57341881 0.31685765] [ 0.15667871] [ 0.68903325 0.44625653 0.62248464 0.40073516 0.36984446 0.39136823 0.49810459 0.72598093 0.49848679 0.2811379 ] [-0.76457013] [ 0.45729259 0.66706636 0.45788193 0.5064635 0.37850898 0.52139664 0.44821141 0.43460809 0.55185847 0.47172262] [-0.06527538] [ 0.47590224 0.55540531 0.5692893 0.46032676 0.50401769 0.47164583 0.46110105 0.51870363 0.49121314 0.66537747] [-0.18543717] [ 0.6943276 0.4970053 0.47699463 0.450596 0.32969753 0.29172696 0.44684507 0.4566071 0.57508281 0.37719118] [ 1.86610832] [ 0.68089597 0.4752192 0.61290703 0.33328859 0.3379521 0.29500376 0.46623799 0.63184173 0.53171581 0.35447805] [ 0.43353883] [ 0.16120106 0.54472051 0.51126579 0.54881071 0.50873095 0.70017372 0.39074904 0.24515701 0.52047518 0.60512739] [-0.22573229] [ 0.62351959 0.65031896 0.59656179 0.42688219 0.47546098 0.58279987 0.52234805 0.58266751 0.60402764 0.53583036] [-0.77035401] [ 0.48104956 0.61174501 0.44748427 0.55874788 0.41002691 0.52142876 0.41350764 0.64853218 0.43756893 0.43979992] [-0.47106231] [ 0.441857 0.49244572 0.51970111 0.60139932 0.61080221 0.54504468 0.50515108 0.55383153 0.46821413 0.36641076] [-0.48715813] [ 0.48962626 0.6735621 0.39003699 0.65791874 0.42437178 0.59072187 0.3792677 0.60060456 0.47087565 0.57366247] [-0.52681523] [ 0.36986731 0.60817625 0.45427111 0.60644118 0.30248245 0.5878307 0.53370649 0.64926805 0.52202585 0.37924138] [-0.3614583] [ 0.48477086 0.66446871 0.55084839 0.52470832 0.47840712 0.64709 0.50199693 0.47380407 0.55545156 0.7089626 ] [-0.88894452] [ 0.61765974 0.67304126 0.39597368 0.54258087 0.33696063 0.56255022 0.32697424 0.54233059 0.51058888 0.55192545] [ 0.09320003] [ 0.49043459 0.68344993 0.45165913 0.54474632 0.33389569 0.54395697 0.35396802 0.73203395 0.5999036 0.52925164] [-0.16920444] [ 0.57121169 0.31444809 0.60425041 0.42051825 0.52351195 0.64794818 0.47005773 0.71381416 0.4565171 0.36025099] [-0.29417516] [ 0.35404234 0.41683431 0.60129894 0.36062626 0.63520035 0.57823726 0.45246139 0.46666886 0.4150858 0.53463138] [-0.32188479] [ 0.62198079 0.65226356 0.47646372 0.51961918 0.4131767 0.50963207 0.381996 0.56312911 0.50522037 0.43734941] [-0.14422642] [ 0.57066496 0.58862043 0.47976101 0.36132796 0.34107542 0.53093918 0.53503821 0.48177278 0.54546103 0.49096724] [ 0.29092242] [ 0.35389405 0.56737575 0.44404803 0.66410214 0.47930491 0.60576866 0.40891165 0.47672896 0.52749253 0.51286507] [ 1.04365194] [ 0.69480584 0.56608521 0.50559194 0.42164008 0.33832563 0.25635303 0.42614101 0.62017313 0.52273825 0.39221137] [-0.55585022] [ 0.75614435 0.3523958 0.71318653 0.28889999 0.58590187 0.52923701 0.48866315 0.54324785 0.40926941 0.45302811] [-0.35025907] [ 0.34760973 0.39623485 0.54137251 0.42996957 0.42566887 0.56937434 0.4484471 0.45931131 0.3770827 0.48514992] [ 0.01496341] [ 0.2630496 0.53934006 0.57736881 0.39367468 0.51797164 0.59362438 0.43192504 0.46637682 0.42677328 0.60278616] [ 0.64257195] [ 0.57389634 0.62679729 0.50733913 0.42127412 0.4052064 0.52092632 0.41578507 0.64939824 0.57863297 0.52117421] [-1.11856502] [ 0.58080169 0.49042472 0.51908162 0.40086681 0.4160331 0.56023912 0.43228424 0.60162716 0.5422246 0.43200305] [-0.04509116] [ 0.32300739 0.44312418 0.57002105 0.40908232 0.41983171 0.71695798 0.42752569 0.42373967 0.42333699 0.50202769] [-0.51530256] [ 0.44437361 0.5597012 0.36095805 0.61064576 0.41364504 0.42621635 0.42783976 0.52509939 0.42633426 0.71373776] [ 0.88668023] [ 0.70556705 0.52509765 0.5617405 0.35689138 0.32073258 0.32877197 0.52006693 0.68420752 0.5073699 0.30924436] [ 0.00920879] [ 0.31932885 0.38336403 0.64091544 0.47869777 0.56886854 0.57278994 0.50252127 0.35364154 0.37085047 0.51846804] [-0.29626669] [ 0.46419949 0.40008707 0.53657342 0.62227572 0.49863147 0.70328724 0.46883201 0.60567966 0.38971984 0.48725978] [-0.6774223] [ 0.46466356 0.77854966 0.36841396 0.64022071 0.22358513 0.47354692 0.42505041 0.64616145 0.62198093 0.59763357] [-0.5237109] [ 0.62063185 0.64893944 0.52857583 0.32787514 0.34686936 0.3719491 0.53098501 0.64991559 0.60276561 0.45194975] [-0.43950205] [ 0.7308526 0.47160444 0.55718785 0.32791175 0.29521224 0.43162921 0.50840434 0.73583294 0.4072203 0.27257056] [-0.50898131] [ 0.60418035 0.63967948 0.51320934 0.4935767 0.41918854 0.66417987 0.48622109 0.52439841 0.41938557 0.62367432] [-0.80727444] [ 0.43851982 0.52925169 0.47388379 0.56696193 0.41162164 0.62041552 0.51455967 0.60916427 0.50579026 0.34976827] [ 1.84095101] [ 0.67863728 0.67766667 0.5702634 0.37777963 0.35150817 0.47758563 0.51050788 0.55684915 0.53489665 0.43131018] [-0.22831695] [ 0.58852294 0.47222277 0.58251005 0.3652934 0.46931921 0.60031488 0.52770064 0.60141875 0.42800911 0.49769342] [-0.67347794] [ 0.4012843 0.60014659 0.47344698 0.50914904 0.32829755 0.59310743 0.38173086 0.51342295 0.51399273 0.52125427] [ 1.31615043] [ 0.74294154 0.45247621 0.63362805 0.37279002 0.489378 0.31978294 0.54061071 0.68025136 0.49682528 0.27455301] [-0.53801301] [ 0.68254684 0.76136134 0.41755752 0.58737508 0.28878787 0.30952732 0.37755263 0.53512572 0.67250946 0.50670753] [-0.75434939] [ 0.43104445 0.75935356 0.39842142 0.49835137 0.34493935 0.50917663 0.39761934 0.49501376 0.64869809 0.56210199] [-0.42733107] [ 0.62614653 0.49833131 0.49587367 0.32044548 0.45261538 0.53199414 0.52920093 0.5755539 0.39108727 0.42927449] [ 0.62051579] [ 0.62579155 0.66093609 0.58860552 0.55594121 0.49040067 0.5222562 0.37877743 0.54556589 0.58624652 0.51364818] [-0.78219312] [ 0.5777934 0.65792056 0.4914382 0.54354577 0.34788437 0.46434984 0.4136848 0.4836702 0.51747205 0.59726407] [-0.45761847] [ 0.49207994 0.74399252 0.36754249 0.66069688 0.2442335 0.44278319 0.34188867 0.48154395 0.61833241 0.4908422 ] [ 0.1577456] [ 0.32650758 0.44327418 0.64680945 0.34212387 0.66837309 0.73711766 0.44862372 0.36851497 0.39243175 0.67902718] [-1.13008993] [ 0.46773356 0.65106455 0.32979044 0.62805138 0.3235694 0.5044584 0.48940537 0.73380237 0.49892587 0.35415079] [ 1.86610832] [ 0.68089597 0.4752192 0.61290703 0.33328859 0.3379521 0.29500376 0.46623799 0.63184173 0.53171581 0.35447805] [-1.04386075] [ 0.6873235 0.60272489 0.50264997 0.57314957 0.48340279 0.59962792 0.34525458 0.68282677 0.46953555 0.52058747] [ 0.26556929] [ 0.29302798 0.4430011 0.62884883 0.52735402 0.46207762 0.80736537 0.33812419 0.38368149 0.34466718 0.63405611] [ 2.60417064] [ 0.67067303 0.53254886 0.48158527 0.43518084 0.35960686 0.25298066 0.52739244 0.70441192 0.50571183 0.21855956] [ 0.13473156] [ 0.22667335 0.57165712 0.39786533 0.63153637 0.55617983 0.65624711 0.34121434 0.43392727 0.39047433 0.55613764] [ 0.60900735] [ 0.70680352 0.61560689 0.57789185 0.58072947 0.36814373 0.34614887 0.48049857 0.76482769 0.53214069 0.46426223] [ 0.50231984] [ 0.52048992 0.51792099 0.44006651 0.45245949 0.36550684 0.34171279 0.50439335 0.58134949 0.56469586 0.32354916] [-0.55902167] [ 0.48140997 0.32802527 0.61246988 0.48504806 0.53729826 0.58059144 0.45949258 0.55492526 0.41993786 0.41214293] [-0.49837355] [ 0.45083489 0.5434175 0.54773426 0.5328881 0.39891927 0.64287869 0.35550905 0.47270158 0.42490804 0.51363243] [ 0.59988934] [ 0.47361173 0.37484173 0.64217024 0.49528809 0.39482103 0.46033177 0.41395608 0.51737304 0.41728566 0.41643931] [-0.74722724] [ 0.59435018 0.57901554 0.45926066 0.52265096 0.35640779 0.50990836 0.4717642 0.37699451 0.55864734 0.45394323] [ 0.0347691] [ 0.42646788 0.63156959 0.51008864 0.58461526 0.44862257 0.50564031 0.44586129 0.50857899 0.60609216 0.44585157] [ 0.12623841] [ 0.50011416 0.5384634 0.51360081 0.49855616 0.30685115 0.31422794 0.4958877 0.58142941 0.60770663 0.31315187] [-0.32664307] [ 0.32719994 0.51381642 0.66759746 0.50262645 0.4668252 0.59569476 0.43291309 0.43400598 0.54676738 0.5442904 ] [-0.29974817] [ 0.42306846 0.70909479 0.39765125 0.59714186 0.47446232 0.71783405 0.51169459 0.58258047 0.51804608 0.6230437 ] [-0.2615213] [ 0.46978107 0.40896642 0.58043149 0.46373971 0.54066404 0.49172657 0.5134775 0.44297356 0.50266822 0.45581646] [-0.08779051] [ 0.35395477 0.52831841 0.55957747 0.41251238 0.49588266 0.70320843 0.40121088 0.48733443 0.54352192 0.55686984] [-0.53630861] [ 0.36456837 0.73294822 0.36588999 0.71981214 0.35043683 0.5504858 0.42561292 0.55469652 0.4734736 0.54592956] [ 1.54929616] [ 0.65365155 0.65288145 0.47081595 0.52230325 0.24566783 0.29028885 0.50498517 0.63585247 0.62083733 0.3022869 ] [ 1.26016838] [ 0.86170677 0.34141979 0.71176054 0.35971748 0.38192177 0.30841465 0.52186573 0.82075572 0.42644814 0.21576752] [ 0.53037303] [ 0.71727172 0.67543586 0.56921102 0.50700746 0.44270019 0.44060728 0.53577859 0.63278847 0.64481472 0.42666689] [ 0.70316835] [ 0.33096603 0.6401068 0.42739528 0.63520366 0.43422571 0.62393891 0.4320475 0.53628965 0.61768306 0.58108697] [-0.60503917] [ 0.57840341 0.50913426 0.56629523 0.41357384 0.45200886 0.6434631 0.53598873 0.56272362 0.4171953 0.55987955] [-0.27417168] [ 0.28910652 0.44645138 0.58874672 0.56529267 0.41524205 0.57687162 0.46289077 0.3637242 0.48575468 0.47071655] [ 0.15006901] [ 0.31598542 0.65363792 0.52162003 0.54996747 0.40842733 0.67981407 0.37662413 0.48750972 0.4868822 0.54666135] [-0.69405927] [ 0.39951754 0.5397031 0.42990883 0.67001125 0.39388297 0.54556427 0.58372035 0.64806991 0.44810575 0.36076405] [-0.43825852] [ 0.51336736 0.45666738 0.57671677 0.40276893 0.4631748 0.28930294 0.53822874 0.52556 0.4880506 0.54449849] [-0.55456257] [ 0.47076909 0.60233144 0.51799157 0.43628184 0.40411745 0.56005686 0.40373713 0.46458253 0.45136486 0.57144146] [ 0.6984126] [ 0.46469707 0.62352866 0.46024267 0.34563346 0.37254962 0.59020193 0.43304096 0.51051396 0.58284531 0.51692705] [-0.21018511] [ 0.56193742 0.40164881 0.58300839 0.45540756 0.45093525 0.47285212 0.51584681 0.68666165 0.44854176 0.48966748] [ 0.15066493] [ 0.39026701 0.65339045 0.49017364 0.65403535 0.34189537 0.60990912 0.30176244 0.49184767 0.52637361 0.55100931] [ 0.36609822] [ 0.50156433 0.56273979 0.46910176 0.45124623 0.29697011 0.32648119 0.5057377 0.68104971 0.57806717 0.32589404] [-0.15851774] [ 0.44302772 0.33281201 0.63082198 0.44174906 0.47822423 0.56862123 0.3897392 0.47123875 0.47004029 0.34044778] [ 0.46490991] [ 0.28841576 0.39548793 0.59659038 0.6113313 0.41390577 0.61425769 0.37319088 0.4745054 0.53306197 0.39178295] [-0.33465995] [ 0.32714528 0.49412754 0.60637237 0.49792945 0.45381236 0.58475817 0.41593085 0.39412005 0.48676776 0.58903643] [ 0.12691495] [ 0.54031613 0.46613867 0.5966003 0.35008438 0.40719674 0.49424943 0.57324758 0.63468947 0.4262276 0.37483067] [-0.60131911] [ 0.49402013 0.74048888 0.41271171 0.5528659 0.26661773 0.58307801 0.42330496 0.56393727 0.54238959 0.61006546] [ 1.54438535] [ 0.69740424 0.72868866 0.40299292 0.54422492 0.24405388 0.22105025 0.49231377 0.6243811 0.67747424 0.37783187] [ 0.15879709] [ 0.25705857 0.39042669 0.54085079 0.52895684 0.47780595 0.73271454 0.38759062 0.43429203 0.42117794 0.53939469] [-0.39286072] [ 0.63267885 0.39304227 0.60381619 0.40817031 0.52550696 0.4393032 0.43753525 0.659009 0.41725842 0.34375202] [ 0.08515801] [ 0.54437178 0.77874062 0.37930259 0.63493403 0.42460256 0.58795666 0.38252887 0.58927832 0.55678164 0.67967933] [ 0.01119661] [ 0.25962289 0.57459623 0.47069623 0.5816112 0.42702181 0.57841046 0.38091217 0.48186206 0.50008185 0.52444071] [-0.05701856] [ 0.69799584 0.43346642 0.66671196 0.38413097 0.53285049 0.46790956 0.49835333 0.61452828 0.42211117 0.49999155] [ 2.13440295] [ 0.74201896 0.43910148 0.53225056 0.27123719 0.35232693 0.18215185 0.5346576 0.62646489 0.57291715 0.18919906] [-0.41390482] [ 0.47788747 0.70889195 0.40315752 0.64626749 0.50768373 0.53958126 0.45140372 0.41251641 0.44379799 0.56404234] [-0.0981583] [ 0.40855826 0.6842886 0.54827431 0.64937935 0.45953512 0.74348909 0.47124029 0.44479567 0.55231566 0.63754897] [-0.26366619] [ 0.39675983 0.52640285 0.45988595 0.42671832 0.34961304 0.48580862 0.47907409 0.59015645 0.52590335 0.37413505] [-0.06118726] [ 0.56539089 0.71101127 0.53842556 0.50906653 0.36986511 0.56575324 0.63522548 0.64952386 0.62234816 0.56053492] [-0.3483489] [ 0.58428671 0.60457314 0.44292098 0.47953267 0.31045278 0.39273969 0.45397752 0.4390387 0.5817276 0.38525317] [ 0.03062279] [ 0.47479532 0.79885208 0.31984676 0.54038187 0.25353726 0.52723397 0.41721864 0.56965943 0.58414364 0.57300952] [-0.36554254] [ 0.63599364 0.7133738 0.55797351 0.57362331 0.40845496 0.6790714 0.444987 0.66873956 0.55078924 0.56787847] [-0.40965984] [ 0.45750907 0.55061396 0.48366009 0.58116508 0.33337054 0.52865385 0.31597333 0.47028616 0.53338643 0.49241648] [-0.18663368] [ 0.31076509 0.57413981 0.3644811 0.64977574 0.51510145 0.71922137 0.403707 0.61511207 0.52152281 0.49407323] [-0.26782464] [ 0.37941883 0.6298637 0.50018534 0.6566081 0.48193651 0.64487747 0.40417592 0.48123777 0.59783554 0.53909608] [ 1.86610832] [ 0.68089597 0.4752192 0.61290703 0.33328859 0.3379521 0.29500376 0.46623799 0.63184173 0.53171581 0.35447805] [-0.30367856] [ 0.75138678 0.57741093 0.53949657 0.3237395 0.32510739 0.29979836 0.5113016 0.49511574 0.59362155 0.38026113] [-0.25265824] [ 0.77541723 0.56613084 0.5779859 0.27770466 0.25168012 0.28721842 0.51365457 0.58052899 0.57526307 0.34849051] [-0.86948002] [ 0.55781065 0.68807111 0.51878435 0.56515907 0.43485622 0.58106524 0.43684537 0.56889239 0.61372232 0.5319822 ] [-0.28689098] [ 0.57328421 0.57032516 0.53547154 0.57744833 0.29018611 0.43341651 0.45404739 0.55880876 0.45834169 0.3547136 ] [-0.46596951] [ 0.54999289 0.58877358 0.58108176 0.27824391 0.53786394 0.52758843 0.45900011 0.52589245 0.49043221 0.66275234] [-0.58019517] [ 0.49175627 0.41354229 0.60682036 0.40247236 0.50121564 0.66699041 0.36231141 0.51887523 0.36314929 0.51989126] [-0.49552324] [ 0.50367004 0.32069298 0.62361374 0.32184688 0.4655477 0.45269019 0.55439605 0.76360751 0.44655196 0.43146177] [ 0.65722172] [ 0.57644888 0.58917084 0.56280111 0.4387833 0.51818551 0.5713538 0.46865211 0.60182044 0.48482483 0.4864021 ] [-0.07376882] [ 0.45143687 0.67256454 0.46379995 0.5436251 0.32962017 0.50230378 0.38420305 0.54619207 0.49843205 0.47824102] [-0.16531228] [ 0.28355552 0.43734632 0.60948633 0.50080801 0.5390311 0.6435015 0.45398447 0.38581235 0.43055593 0.49936353] [-0.38970461] [ 0.68985924 0.63988707 0.49530063 0.46706968 0.32613103 0.38437026 0.40087469 0.50324636 0.59442777 0.414814 ] [ 0.1343788] [ 0.25195669 0.42590132 0.56038037 0.71509314 0.34442148 0.72266126 0.3406104 0.34389696 0.4118347 0.49598459] [-0.02487624] [ 0.23894134 0.48558012 0.46568215 0.48167069 0.51906078 0.66767085 0.43339957 0.33327735 0.45050433 0.51895941] [-0.27702981] [ 0.42559948 0.73038482 0.39884724 0.68778338 0.25186026 0.51653439 0.52072308 0.71292459 0.61979052 0.46603777] [-0.16883527] [ 0.49752956 0.64474843 0.4993782 0.55078525 0.39740726 0.6741519 0.44622126 0.60724109 0.44925634 0.52603127] [-0.51330917] [ 0.58930612 0.45662502 0.67100313 0.37209943 0.46000037 0.42759387 0.55969444 0.61615851 0.47626686 0.37253887] [-0.3484729] [ 0.37821656 0.51393332 0.57076136 0.45241958 0.54826243 0.47583121 0.39545281 0.28270356 0.3391013 0.51556832] Progress: 36.6% ... Training loss: 0.365 ... Validation loss: 0.588[ 0.13921482] [ 0.35945323 0.62732215 0.31026567 0.5466278 0.48102282 0.70007587 0.39728285 0.62247772 0.46670836 0.59244199] [-0.02123744] [ 0.28315048 0.74437946 0.37192367 0.69304597 0.38280175 0.62316234 0.48972725 0.55505905 0.59021028 0.76958224] [-0.53090953] [ 0.33791043 0.39278877 0.58184952 0.47066703 0.55317572 0.62100526 0.55846048 0.45540749 0.39271929 0.40973047] [ 0.04191538] [ 0.56735206 0.72583488 0.43650389 0.61660202 0.40425773 0.46546706 0.41155405 0.56871443 0.73259086 0.40232995] [ 0.83124438] [ 0.73009044 0.54311935 0.61711932 0.18210038 0.33939175 0.34565853 0.62644383 0.66980064 0.61521017 0.39765486] [-0.25967564] [ 0.54146028 0.56657858 0.47402158 0.34257111 0.43961456 0.56154829 0.41176826 0.55560685 0.47243901 0.5088524 ] [ 0.10833777] [ 0.58542689 0.70027596 0.44724144 0.54519951 0.34743853 0.47389332 0.57677976 0.6550983 0.55434594 0.49890281] [-0.36047058] [ 0.30175356 0.31736029 0.65979928 0.52823013 0.40134765 0.67128746 0.43115081 0.43755704 0.44025561 0.43440693] [ 0.27394429] [ 0.33629135 0.63451571 0.50446518 0.65162625 0.49795906 0.59405879 0.39264693 0.49249924 0.51371865 0.51876468] [-0.42162218] [ 0.65787497 0.51808284 0.54677516 0.35734209 0.37595288 0.36483857 0.47467981 0.60679339 0.48693699 0.48365045] [ 0.37873417] [ 0.28915979 0.65652136 0.48170575 0.53458509 0.52745193 0.68946022 0.32170482 0.35586496 0.43659442 0.69960155] [-0.51035329] [ 0.44175933 0.65304252 0.50274151 0.54288383 0.47755007 0.62681332 0.57779286 0.50389421 0.62481023 0.47646565] [-0.5129697] [ 0.52069691 0.69865201 0.46641519 0.62960618 0.5194482 0.53352009 0.39250755 0.48020278 0.44885505 0.57552228] [ 0.24618309] [ 0.24182961 0.49192364 0.49327065 0.54501693 0.49395531 0.59947655 0.38680818 0.33519232 0.45180927 0.53808119] [ 1.48261597] [ 0.73998198 0.693027 0.44019672 0.51529745 0.26060914 0.25181846 0.53135082 0.59502524 0.69890068 0.26463972] [ 0.10039563] [ 0.57092071 0.60493048 0.52977317 0.5901333 0.2966823 0.35509028 0.40489453 0.50097833 0.6246998 0.39630201] [-0.20410211] [ 0.37862572 0.57373905 0.46124285 0.45700243 0.40110414 0.43599957 0.39986956 0.37357358 0.57777673 0.42063644] [ 0.45776593] [ 0.22517576 0.6510933 0.41879764 0.66432517 0.42514205 0.77685211 0.33262307 0.3611866 0.49180539 0.65085312] [-0.28884505] [ 0.28201887 0.47365701 0.41752489 0.51898069 0.41117211 0.70668981 0.37584777 0.47364947 0.49683182 0.44366852] [ 0.15788514] [ 0.60257522 0.62757347 0.55412971 0.41240346 0.38492732 0.43119619 0.56514989 0.51924367 0.59928576 0.54000738] [-0.64507982] [ 0.43664484 0.66767177 0.45320446 0.57575765 0.27124219 0.51208311 0.39223007 0.53198604 0.48458678 0.4913993 ] [-0.40132773] [ 0.42114224 0.36056149 0.63660432 0.3111016 0.49571579 0.44904738 0.51249661 0.39390958 0.49709492 0.35734998] [-0.83928771] [ 0.48275722 0.68926366 0.32096281 0.59566224 0.31450411 0.53206665 0.35052238 0.60365485 0.53056396 0.49863205] [ 0.67042172] [ 0.54055078 0.5981699 0.5333597 0.58914244 0.49787829 0.43055545 0.36706091 0.50190075 0.5986528 0.36830766] [-0.08867498] [ 0.69147266 0.57433772 0.61930854 0.55677649 0.33846675 0.39282546 0.46688539 0.73432897 0.53193993 0.35960759] [-0.01574411] [ 0.65470821 0.40502782 0.53920676 0.32285356 0.3024867 0.33381866 0.59424491 0.69114554 0.44460713 0.19550741] [-0.38605024] [ 0.45227968 0.24142562 0.76171531 0.18657511 0.48893584 0.49999191 0.53725776 0.52226251 0.36106741 0.37288551] [-0.26154487] [ 0.5875649 0.57545773 0.5753921 0.55781335 0.41566443 0.43162286 0.53618217 0.67502669 0.54939554 0.4071227 ] [-0.47896817] [ 0.35273868 0.36390936 0.57461922 0.37666101 0.52572549 0.43587224 0.43716262 0.44915746 0.45996184 0.32320271] [ 1.05208854] [ 0.50186887 0.54642766 0.59369258 0.44553244 0.38687035 0.53597786 0.460192 0.61812657 0.52521737 0.4482956 ] [ 0.0556659] [ 0.32092966 0.74875337 0.48335044 0.60036959 0.42258918 0.7726788 0.48923368 0.48057474 0.64448389 0.69720406] [-0.00205606] [ 0.43213658 0.54938347 0.49631573 0.51435736 0.39709956 0.61537916 0.40767457 0.43941075 0.48133262 0.43472053] [ 1.17614311] [ 0.5625835 0.50381138 0.48003247 0.53324875 0.40206231 0.40448948 0.4658449 0.52877739 0.46051147 0.40406685] [ 0.17517249] [ 0.26684871 0.61376978 0.46504601 0.36201441 0.47893372 0.72297947 0.39778241 0.34196 0.47547767 0.6638051 ] [-0.56871549] [ 0.52288471 0.65816759 0.45021529 0.61562446 0.25515944 0.52777881 0.38022159 0.46461224 0.5311586 0.48236284] [-0.4138232] [ 0.75459195 0.70980705 0.56250465 0.44718898 0.49769824 0.50722025 0.49422212 0.57475188 0.67266465 0.50097359] [ 0.75264422] [ 0.77907085 0.52485825 0.66769657 0.37680237 0.45660662 0.28801 0.5432668 0.7434825 0.47337295 0.42910629] [ 0.19165092] [ 0.61938939 0.59961052 0.56187258 0.39463625 0.36579796 0.30332902 0.46867039 0.61042954 0.62947533 0.37358636] [ 0.34098794] [ 0.3257792 0.60526048 0.41530257 0.6405623 0.40157306 0.64209136 0.33415435 0.40593764 0.39490549 0.55076076] [-0.21718619] [ 0.70831655 0.7470265 0.53662689 0.44586724 0.44979735 0.52055742 0.50105189 0.57259144 0.59328088 0.51730275] [ 0.68390394] [ 0.61905044 0.49695056 0.43651083 0.37347197 0.40230038 0.36709967 0.43901627 0.62221383 0.49968614 0.29024769] [ 0.06577087] [ 0.3411282 0.45796813 0.63322197 0.51406271 0.39974235 0.50179632 0.43111153 0.56318316 0.41202847 0.52993606] [-0.3892287] [ 0.3775098 0.63340564 0.40630797 0.53428465 0.32086967 0.6161077 0.49673472 0.57532297 0.47747592 0.43974261] [-0.19647465] [ 0.32425376 0.38013273 0.5324148 0.60580585 0.41222363 0.48163284 0.40591323 0.38993624 0.53052151 0.28341072] [-0.98578351] [ 0.45467451 0.77012592 0.31007096 0.65401834 0.33586173 0.47103291 0.50429323 0.56424547 0.547252 0.42895815] [ 0.41020907] [ 0.25675846 0.65562876 0.46649331 0.60074372 0.49736901 0.74739384 0.43069801 0.40092953 0.50754966 0.70010675] [-0.17353338] [ 0.52943488 0.57671192 0.55610263 0.52529689 0.61404967 0.65937511 0.3944546 0.45473121 0.35859847 0.64306024] [-0.3931302] [ 0.38314139 0.69208904 0.37524839 0.61083451 0.33354943 0.71401295 0.45396235 0.6178502 0.55450929 0.51380447] [ 0.68558912] [ 0.82882414 0.43034183 0.67940276 0.16700556 0.39832914 0.28563546 0.64090407 0.62317207 0.55888836 0.31808353] [ 0.27428893] [ 0.21511215 0.52760723 0.4549058 0.46812077 0.44862725 0.73758198 0.43310263 0.36918985 0.47131236 0.55235438] [-0.05427021] [ 0.63327508 0.65455615 0.61998103 0.31249035 0.46759614 0.51301834 0.68609573 0.60908955 0.5733447 0.54716958] [-0.85976511] [ 0.48024407 0.61013449 0.50723568 0.53384321 0.33218439 0.56007646 0.47521512 0.61917783 0.45429529 0.40208926] [-0.2501498] [ 0.56969112 0.44644894 0.47813642 0.26566458 0.33626316 0.35114951 0.51260977 0.66549781 0.51224151 0.24579117] [-0.79993366] [ 0.54740697 0.39201296 0.64077781 0.32196269 0.54974169 0.51912357 0.53455631 0.4597484 0.39856116 0.45508872] [-0.02355171] [ 0.39669718 0.59761844 0.48937156 0.54665635 0.44287289 0.72270891 0.46538525 0.51935468 0.44388021 0.63746901] [-0.02587307] [ 0.29293135 0.40715018 0.5999863 0.41507628 0.44087298 0.62476871 0.45483621 0.36916867 0.41145817 0.4608232 ] [-0.56693045] [ 0.51482221 0.53504551 0.54825295 0.47297721 0.44837241 0.59817085 0.46974784 0.51169629 0.38732664 0.50671397] [-0.03081672] [ 0.45117856 0.68786714 0.43719145 0.6555238 0.34051394 0.72939113 0.39281516 0.44439755 0.57123834 0.6375567 ] [ 0.40984748] [ 0.59732564 0.5825953 0.55405798 0.44908656 0.30072451 0.40873497 0.45039255 0.63767066 0.58763335 0.47766938] [ 0.13558896] [ 0.31932352 0.57833941 0.45382207 0.44118232 0.46741028 0.71735619 0.38449245 0.49669527 0.47181434 0.63649323] [-0.29660708] [ 0.37152057 0.49351465 0.5556975 0.46358785 0.42944304 0.6735566 0.48908052 0.56454459 0.38805339 0.49896844] [ 0.05462567] [ 0.58909885 0.7463998 0.53761788 0.51933305 0.40592411 0.48228087 0.46821213 0.59426168 0.65204909 0.50655283] [-0.84156038] [ 0.73681488 0.4600368 0.61063417 0.29279808 0.45863756 0.43173603 0.41655004 0.59063945 0.48269322 0.42791475] [-0.38893429] [ 0.3000794 0.58104292 0.45185149 0.46803646 0.39812858 0.61147299 0.43458721 0.42131626 0.46794789 0.47804384] [-0.42798207] [ 0.41412864 0.71377007 0.31220924 0.68178834 0.3941715 0.66936623 0.4661771 0.62115188 0.42417807 0.52717395] [ 0.0791907] [ 0.29355278 0.47245055 0.56935201 0.39445963 0.56590336 0.71830318 0.40975354 0.47838013 0.50463962 0.57606678] [-0.15324249] [ 0.443763 0.42421196 0.6059604 0.28136163 0.50592017 0.56761513 0.50928721 0.63673002 0.51447671 0.41598976] [-0.33910634] [ 0.56007798 0.6854986 0.48477253 0.55422063 0.4431858 0.59941611 0.45672439 0.50225938 0.42806319 0.70497229] [-0.43138157] [ 0.47721133 0.38472439 0.6195075 0.35594708 0.46633629 0.52788224 0.502725 0.64073645 0.29865771 0.42956095] [-0.39771532] [ 0.40950395 0.55410398 0.42474939 0.68455593 0.3776393 0.47629037 0.41238723 0.36767916 0.52498239 0.50419502] [ 0.49453271] [ 0.45626764 0.60827459 0.5005154 0.28320277 0.39469941 0.51140448 0.41108164 0.46931799 0.43376249 0.42635172] [ 0.77495999] [ 0.69756563 0.38349715 0.64122427 0.24695984 0.34377922 0.2552017 0.58582808 0.75299669 0.44476456 0.1935416 ] [-0.15124318] [ 0.44595142 0.45200092 0.60026024 0.48738037 0.41704688 0.54187391 0.53315708 0.50961561 0.42772607 0.51261765] [ 2.05024816] [ 0.6075517 0.62574463 0.5034153 0.51254537 0.35003962 0.38687378 0.41520824 0.66413797 0.60329759 0.48707363] [-0.12415269] [ 0.78995836 0.4842526 0.57480817 0.40441623 0.26117316 0.32142999 0.43611687 0.50838522 0.56873137 0.29945653] [ 0.25407956] [ 0.64829735 0.53497684 0.50818817 0.42846601 0.33386022 0.25678304 0.46999772 0.57778705 0.58050334 0.27387889] [ 0.3655126] [ 0.69558723 0.35044626 0.69616375 0.23071361 0.33725928 0.40314042 0.51371673 0.69210184 0.48147714 0.2737 ] [ 0.31967124] [ 0.2720741 0.39132245 0.60706836 0.51892244 0.56692332 0.58577237 0.37435831 0.33486045 0.43273445 0.56667637] [-0.66280473] [ 0.40210184 0.59227441 0.43732844 0.6203172 0.37654058 0.50321145 0.44352408 0.3650546 0.58169359 0.42882375] [ 0.08159919] [ 0.42654298 0.54043519 0.4823782 0.48696563 0.35316013 0.69820685 0.36715939 0.5285131 0.45751853 0.48308444] [ 0.8182942] [ 0.40676045 0.74987382 0.40190371 0.62773054 0.36106444 0.58779301 0.378633 0.69848405 0.58996548 0.62574137] [-0.21634581] [ 0.76453966 0.60593256 0.54654175 0.52684649 0.39972648 0.44713915 0.4173173 0.7219061 0.54158714 0.45387108] [-0.00592751] [ 0.54559399 0.56607575 0.58661764 0.60983058 0.44875976 0.50116855 0.5095294 0.62259333 0.51347322 0.50136914] [ 1.24663768] [ 0.83843224 0.45881669 0.64212462 0.30981551 0.38937093 0.25042724 0.63877831 0.74479246 0.47237838 0.2304 ] [ 0.37526934] [ 0.58828624 0.70985868 0.48262275 0.39259035 0.3501967 0.43422689 0.45582008 0.59625535 0.51897467 0.5317091 ] [ 0.33443101] [ 0.33449637 0.59728057 0.45180273 0.54050404 0.41503104 0.59546408 0.31809411 0.4535285 0.51470845 0.52791895] [ 0.19828139] [ 0.64203932 0.51914606 0.51812591 0.59770321 0.36039451 0.60546866 0.51464892 0.661069 0.45707685 0.51946128] [-0.00826499] [ 0.41481067 0.57934478 0.55329884 0.60689068 0.30534448 0.60158643 0.37558852 0.59615499 0.6250888 0.48918946] [-0.6212505] [ 0.56518198 0.76350381 0.3739512 0.46061579 0.41695478 0.6096341 0.34312233 0.59236205 0.5475133 0.67457231] [ 0.61550596] [ 0.4653973 0.4223128 0.59016631 0.27114888 0.53261168 0.50564704 0.53705155 0.66661186 0.52564524 0.35581628] [ 1.15481041] [ 0.64866879 0.64380273 0.50636434 0.58385154 0.48914989 0.45215153 0.50637491 0.65348357 0.50420387 0.34285088] [-0.42241417] [ 0.4699973 0.63574648 0.5632097 0.48604314 0.52998366 0.66362145 0.56335205 0.39911955 0.57032701 0.55686742] [-0.85631774] [ 0.56088887 0.67345351 0.42546517 0.54243582 0.38025908 0.3925694 0.49296405 0.40485412 0.6134009 0.50611935] [ 0.29283218] [ 0.35745874 0.51118979 0.49563804 0.48275427 0.41128911 0.45126774 0.55366976 0.52720253 0.59511018 0.35193795] [-0.21188338] [ 0.35248448 0.62130395 0.3465568 0.46263329 0.44674374 0.66154075 0.41025315 0.5665179 0.57330179 0.48551519] [-0.34654421] [ 0.53824762 0.62351562 0.49860423 0.44485948 0.35963491 0.46490161 0.45356112 0.3916902 0.562678 0.44344026] [ 0.40589923] [ 0.52414357 0.49299495 0.44247879 0.51945304 0.42167178 0.27857708 0.54877616 0.63321865 0.45595022 0.50720581] [-0.66100227] [ 0.5716834 0.65003488 0.43944357 0.63156066 0.25593888 0.59619861 0.32651986 0.48641343 0.5021988 0.5070193 ] [ 0.10508548] [ 0.35102656 0.75077948 0.40739481 0.73726708 0.41140174 0.68072244 0.35277614 0.46747946 0.61457452 0.60384923] [-0.03545585] [ 0.50720695 0.50381814 0.51988211 0.47752476 0.33531946 0.34585207 0.50009785 0.61467952 0.50233503 0.3714793 ] [-0.72089708] [ 0.74969192 0.50204334 0.6801458 0.38800606 0.48641392 0.37258782 0.4556423 0.66074147 0.60037959 0.36936488] [-1.13914007] [ 0.40287928 0.44435159 0.55439337 0.39460258 0.45694866 0.32097251 0.50325862 0.43819871 0.53026861 0.25838571] [ 0.13875608] [ 0.44709665 0.42610981 0.52604159 0.40215002 0.46722934 0.46044914 0.41941401 0.52514375 0.45692477 0.68666807] [-0.13868624] [ 0.31741472 0.62694086 0.51548991 0.46534051 0.46359326 0.68611078 0.39189687 0.41143547 0.55510244 0.59515429] [-0.59663286] [ 0.8022994 0.67133247 0.60404432 0.44252982 0.45845985 0.3649585 0.49180254 0.68526972 0.70073921 0.39047747] [ 0.1040519] [ 0.50187303 0.64498942 0.56305864 0.54504116 0.46566688 0.54994152 0.54161094 0.62030505 0.55774623 0.55561083] [-0.01894483] [ 0.44083109 0.77936076 0.42947769 0.70878733 0.40450054 0.72707412 0.36397528 0.5677751 0.58687229 0.6849719 ] [ 0.18295719] [ 0.32469962 0.51873193 0.50517481 0.61188328 0.33253996 0.5313784 0.51071901 0.51234378 0.54818573 0.40521081] [-0.12669448] [ 0.57417258 0.49107466 0.46936532 0.45980265 0.48767384 0.56587344 0.46303212 0.48872784 0.37274647 0.42860336] [-0.27996384] [ 0.46560812 0.4269868 0.64104438 0.44023918 0.51914384 0.5587565 0.41445067 0.36940748 0.31702603 0.62955523] [ 0.47561201] [ 0.35111987 0.55141663 0.56806908 0.47341011 0.48773906 0.43667474 0.39683916 0.44606502 0.3849898 0.55542321] [ 0.51535766] [ 0.24331597 0.76798189 0.27551252 0.74246829 0.52484884 0.78666194 0.3764467 0.51481947 0.45564376 0.72986131] [ 0.2472694] [ 0.2924927 0.72217837 0.33099272 0.60806433 0.40393582 0.67070776 0.34608567 0.37163591 0.42098782 0.67544628] [-0.37451101] [ 0.75538 0.4092025 0.5905434 0.43715459 0.47621635 0.39265641 0.46244947 0.66330597 0.4684322 0.34442689] [-0.47399632] [ 0.76656036 0.58148788 0.5357559 0.24384125 0.31932149 0.30216065 0.49696969 0.61318763 0.48727109 0.35196613] [ 0.25036951] [ 0.50931764 0.62317993 0.59061958 0.37264702 0.49728542 0.53043281 0.4026951 0.58268008 0.62375203 0.5399265 ] [ 0.5443221] [ 0.62814108 0.37179248 0.64052702 0.35279439 0.31872139 0.35138451 0.59318713 0.79142665 0.40161806 0.24478478] [-0.685921] [ 0.61755312 0.42225997 0.67822039 0.29134212 0.43303175 0.36990876 0.5203768 0.69602129 0.47545261 0.3876305 ] [ 0.12436279] [ 0.31855938 0.41244843 0.60060177 0.4745515 0.52226772 0.70388817 0.37465982 0.40209144 0.47958417 0.50259919] [-0.38821582] [ 0.52040165 0.56772494 0.58528822 0.38968282 0.53204057 0.48821003 0.47561529 0.41069684 0.48271647 0.57125236] [ 0.13572305] [ 0.78250834 0.55806679 0.58397939 0.36936237 0.41191726 0.40575027 0.64085566 0.63878886 0.55385736 0.380563 ] [-0.26652883] [ 0.50903732 0.79454369 0.41334063 0.682426 0.40155645 0.50904415 0.3729049 0.62367162 0.67047287 0.53322826] [-0.07720906] [ 0.6834362 0.62629325 0.48696841 0.56274375 0.45841562 0.49728357 0.51916756 0.70369935 0.54378908 0.39792288] [-0.09832945] [ 0.4114064 0.68257919 0.50736871 0.3883944 0.50127106 0.42129028 0.45525811 0.61522752 0.59069236 0.47212065] [-0.0852685] [ 0.29103066 0.53675235 0.41043477 0.52134538 0.42305537 0.65547236 0.35899825 0.41225243 0.4008387 0.46935145] [-0.34322815] [ 0.43684706 0.79125194 0.30313582 0.64572436 0.38402836 0.68287049 0.47943303 0.60054676 0.55139727 0.58059517] [-0.51094319] [ 0.31936264 0.5029912 0.61492755 0.54993098 0.34428279 0.54863654 0.43734222 0.59138872 0.48425537 0.44450749] [-0.27239625] [ 0.63715856 0.58753915 0.44735477 0.43869527 0.27647126 0.31606408 0.59396413 0.58105094 0.66991402 0.29346388] Progress: 36.9% ... Training loss: 0.365 ... Validation loss: 0.589[ 1.40452938] [ 0.67113096 0.57978539 0.53368701 0.40459886 0.3024948 0.27446268 0.53059479 0.60012253 0.56668053 0.29308542] [-0.12400681] [ 0.39076942 0.38325065 0.67146863 0.37021268 0.46775315 0.66921244 0.45397865 0.43547243 0.47374505 0.50675831] [-0.59227606] [ 0.38933142 0.42205522 0.45493414 0.59339738 0.45992176 0.51314463 0.4263584 0.49719141 0.38302659 0.33651067] [ 1.43953939] [ 0.75770405 0.67367732 0.55781877 0.35784356 0.42181617 0.26772505 0.62361091 0.68687863 0.6272981 0.39170964] [-0.32658842] [ 0.52003763 0.62275467 0.43089966 0.59304481 0.34316078 0.50642986 0.30338863 0.42271187 0.46428698 0.5232219 ] [-0.43227949] [ 0.39908179 0.66444625 0.44109338 0.51885403 0.27521568 0.43414643 0.38905957 0.66657611 0.54027953 0.34852889] [-0.14026427] [ 0.35350302 0.55877602 0.59596449 0.46499588 0.45579122 0.69388155 0.44464406 0.53478559 0.47816944 0.60247992] [-0.21165294] [ 0.35753816 0.71662329 0.29748862 0.64335485 0.36813859 0.36512466 0.34674477 0.51025268 0.59325951 0.5508443 ] [-0.02726203] [ 0.54542636 0.67683014 0.40598941 0.40500495 0.32425812 0.53450317 0.47684811 0.54765336 0.58846502 0.49127 ] [-0.44382153] [ 0.78822846 0.48115566 0.54788084 0.33422729 0.34400897 0.30643728 0.43300471 0.67833246 0.47407686 0.37628106] [-0.33694238] [ 0.33121243 0.65332575 0.42009352 0.48828694 0.38140697 0.6407208 0.5203096 0.49718534 0.53367701 0.56460425] [-0.07447992] [ 0.41708914 0.44759735 0.63186535 0.27312857 0.51462457 0.60637338 0.46316051 0.37692932 0.33802731 0.55454534] [ 0.70779495] [ 0.50020031 0.61965986 0.46850095 0.49789614 0.30326716 0.40898669 0.46038279 0.58986253 0.64673291 0.45528463] [-0.67405892] [ 0.79116326 0.59753711 0.51554466 0.3692835 0.25838668 0.27110699 0.48333829 0.54953679 0.50120323 0.41556237] [-0.05515749] [ 0.4236468 0.59537602 0.54486349 0.53378899 0.39172092 0.6205455 0.39928964 0.57272364 0.49284409 0.52608301] [-1.13635463] [ 0.85402466 0.62719321 0.51164178 0.42569614 0.27648287 0.24362977 0.51505276 0.5782375 0.60884358 0.34987016] [-0.60215681] [ 0.64457683 0.58481956 0.46334316 0.36905634 0.32472198 0.30095326 0.56345362 0.74365158 0.52508958 0.27382552] [-0.30759128] [ 0.44802843 0.40827738 0.68204769 0.40476774 0.41843972 0.43768562 0.48120549 0.58349435 0.39725813 0.48213368] [-0.62411614] [ 0.37503976 0.6684822 0.39804024 0.67690363 0.37159998 0.57363193 0.44123316 0.48930544 0.51734871 0.38281933] [ 0.62663657] [ 0.20880664 0.5254321 0.52585172 0.67293154 0.42019688 0.73666733 0.30524254 0.33666504 0.40826319 0.6279196 ] [-0.04117024] [ 0.76183103 0.62499817 0.5260514 0.39133493 0.29125549 0.40257237 0.48834249 0.52287164 0.64210496 0.44512539] [ 0.09383076] [ 0.24774616 0.688713 0.49130773 0.61046137 0.5293943 0.67509683 0.36308087 0.49608929 0.42888431 0.6019793 ] [-0.21261865] [ 0.49648121 0.68614807 0.46686345 0.43649559 0.4767498 0.60394505 0.42330704 0.47621777 0.53382238 0.68074467] [ 0.70245672] [ 0.1456795 0.69236466 0.47323559 0.61197182 0.49247015 0.75210773 0.36395074 0.3007594 0.56650955 0.72134781] [-0.04249141] [ 0.28871109 0.53689505 0.40960515 0.52277029 0.42456053 0.65919571 0.35757388 0.40876578 0.39929739 0.47248199] [-0.15194949] [ 0.40227141 0.51533907 0.43719649 0.39240927 0.43195231 0.52015069 0.44127573 0.43654376 0.4510211 0.33781793] [-0.68440005] [ 0.73980688 0.51008604 0.57130417 0.27334139 0.39876165 0.41027722 0.47669856 0.56164669 0.52922701 0.44691597] [-0.51937524] [ 0.75741435 0.69483536 0.46854214 0.30280777 0.27425101 0.31859534 0.48678323 0.63730915 0.56506524 0.38657196] [ 0.58254166] [ 0.53382038 0.52306473 0.58220878 0.39916172 0.42504399 0.47314663 0.48502983 0.5642344 0.39953034 0.4689008 ] [ 0.46676524] [ 0.25346912 0.64113705 0.50770128 0.60414289 0.57240897 0.71437202 0.37769292 0.41021848 0.50803868 0.77362467] [ 1.6808359] [ 0.45321476 0.61676233 0.3779221 0.65212611 0.32681012 0.35657575 0.55296182 0.46660632 0.57881418 0.667153 ] [ 0.01046432] [ 0.33908367 0.67743316 0.5048328 0.58485967 0.46100935 0.70604587 0.46026142 0.48516696 0.44253818 0.64080886] [-0.42452875] [ 0.75689203 0.3881054 0.61917577 0.2728316 0.41914645 0.50271826 0.52597706 0.63507885 0.33571256 0.3681581 ] [-0.08199992] [ 0.63971245 0.42545965 0.56821804 0.36041927 0.45075347 0.33248986 0.44853644 0.47746441 0.48372156 0.34669691] [-0.08740356] [ 0.49103218 0.72422912 0.47651361 0.59363797 0.43023393 0.60266193 0.48713055 0.51868671 0.51815939 0.51292387] [ 0.16695975] [ 0.59762867 0.71439715 0.44497144 0.34471639 0.34699888 0.35389298 0.48207019 0.57950543 0.66422485 0.45800249] [-0.44563655] [ 0.41902059 0.74055989 0.31374754 0.63653227 0.38420147 0.47486613 0.49173684 0.68707354 0.52063783 0.48676664] [-0.30230412] [ 0.37751634 0.52354864 0.45787808 0.65448297 0.43347379 0.60880831 0.40088115 0.57405488 0.4802003 0.45125102] [-0.12743636] [ 0.42714259 0.61067137 0.50617448 0.50291909 0.34671001 0.49277664 0.41360799 0.54995268 0.49101536 0.44178506] [ 0.23358665] [ 0.25971225 0.44232519 0.60365431 0.50201753 0.46859812 0.63270052 0.41143255 0.42398793 0.56310073 0.51646548] [-0.06810076] [ 0.29653533 0.71520653 0.36269196 0.71195698 0.41894714 0.68576675 0.46362881 0.5886927 0.45149216 0.58248893] [-0.17881997] [ 0.30966805 0.43799023 0.61854901 0.56493598 0.45601697 0.66699598 0.41307488 0.35525973 0.49742986 0.47167634] [ 0.46576251] [ 0.62856524 0.652701 0.56642154 0.59016815 0.5078686 0.49989828 0.50373783 0.54489198 0.57046861 0.52188255] [ 0.25075556] [ 0.32219799 0.66527135 0.38909974 0.61895489 0.51413608 0.68191252 0.36315958 0.42517491 0.52762638 0.56941495] [ 0.01232731] [ 0.37405192 0.79685999 0.23573724 0.62200331 0.27867588 0.66546253 0.42543831 0.57053198 0.51987785 0.59205759] [ 1.02994061] [ 0.61269836 0.7382077 0.56244596 0.46680269 0.45747628 0.56895716 0.55304674 0.55762555 0.56156344 0.55188029] [ 0.96101765] [ 0.25256325 0.60142585 0.43209432 0.5458119 0.37973761 0.56418621 0.30532921 0.53204797 0.43175521 0.48132583] [-0.15959944] [ 0.39438294 0.62567339 0.43167166 0.58448726 0.37951945 0.69367675 0.42062105 0.65659778 0.46370445 0.54706199] [-0.20783807] [ 0.7919567 0.54923809 0.55517437 0.367057 0.22080043 0.30902101 0.46886006 0.52530526 0.50337268 0.30469617] [-0.43554985] [ 0.50406261 0.58168701 0.52469245 0.53106221 0.50091324 0.68610847 0.52393224 0.51319872 0.55656906 0.48364902] [-0.24708881] [ 0.67449934 0.30728703 0.61882372 0.44917407 0.31535733 0.34588494 0.5210503 0.52928419 0.37259606 0.31606964] [-0.90111193] [ 0.53087806 0.71751358 0.39402879 0.61107758 0.25624127 0.53789882 0.44464084 0.69529844 0.55842613 0.42890169] [ 0.54270778] [ 0.19641735 0.41539264 0.55469728 0.56726933 0.47249646 0.62132793 0.36176441 0.44994134 0.34373405 0.43367842] [-0.01497542] [ 0.51308358 0.7133934 0.42140368 0.47889206 0.36470139 0.28856774 0.37245072 0.62022718 0.53539938 0.55030769] [ 0.25897507] [ 0.32907848 0.66759713 0.37857326 0.71856923 0.30294852 0.62469338 0.3453164 0.33196793 0.53256479 0.57299241] [ 0.40529096] [ 0.24849703 0.29064866 0.63964493 0.56232479 0.49877272 0.56811104 0.32073094 0.31890178 0.40743493 0.34808679] [ 0.68173321] [ 0.71705301 0.51802781 0.64887708 0.37901551 0.52361672 0.48745273 0.47781759 0.57834741 0.54539493 0.46421569] [-0.09593923] [ 0.38566364 0.47818892 0.56483436 0.41839407 0.47302533 0.64665962 0.42266582 0.39047727 0.36169776 0.48734629] [ 0.01822808] [ 0.6920843 0.44586837 0.58222893 0.26366693 0.46442324 0.24595934 0.46855689 0.51718744 0.45427163 0.44312011] [ 0.21985744] [ 0.68128157 0.61221003 0.53882822 0.27851161 0.36766181 0.3493311 0.5332195 0.60047334 0.56890805 0.43714705] [-0.08043115] [ 0.41857394 0.31976018 0.56611763 0.28946388 0.41993782 0.37372207 0.51652715 0.6362438 0.39529437 0.22396666] [-0.59438504] [ 0.50490057 0.52361553 0.50561988 0.46603955 0.49731345 0.59517028 0.34600848 0.57499373 0.4313394 0.57851228] [-0.76083387] [ 0.54794033 0.45779652 0.59523161 0.48828925 0.43007176 0.53910205 0.47230726 0.55214963 0.31030733 0.52440635] [-1.07703399] [ 0.77285001 0.69723639 0.53983237 0.3211702 0.30922549 0.37642665 0.53469107 0.67030079 0.73096393 0.46576822] [ 0.07923585] [ 0.3156602 0.56636699 0.39981405 0.63344735 0.46280163 0.83595404 0.34013399 0.61224596 0.43428548 0.57183361] [-0.14340603] [ 0.31319572 0.52628119 0.33582327 0.57418285 0.39083223 0.63776469 0.35375607 0.59504148 0.46529563 0.35997218] [ 0.04764249] [ 0.42736555 0.65090598 0.43635292 0.59288596 0.35696137 0.44351676 0.3274453 0.5565788 0.60396892 0.44196117] [-0.96978414] [ 0.36819984 0.45395453 0.46560178 0.54987607 0.3864423 0.58837259 0.53093053 0.63133543 0.45169232 0.32402502] [ 1.18804015] [ 0.75315605 0.63171747 0.63410069 0.33533145 0.42002236 0.39904967 0.55541667 0.67453733 0.66460198 0.42636359] [-0.33762272] [ 0.45670156 0.63415852 0.40276845 0.58879847 0.38036877 0.57372166 0.49034648 0.62559509 0.50195325 0.54176778] [ 0.22874141] [ 0.55056811 0.50914498 0.59323598 0.57504734 0.51639624 0.58389967 0.42946371 0.57961914 0.56989707 0.47145238] [ 0.43848207] [ 0.32991641 0.77047803 0.33499053 0.73054435 0.31688083 0.58609194 0.40325678 0.38907114 0.64997567 0.82186346] [ 1.25104534] [ 0.56697534 0.73892918 0.44484681 0.38802862 0.35031641 0.28769776 0.42311891 0.64136351 0.59988351 0.45113735] [-0.44740365] [ 0.53843603 0.42388388 0.57621242 0.30147355 0.44920267 0.57171184 0.3871372 0.62909704 0.47532034 0.41920536] [ 0.30634304] [ 0.1822896 0.49857915 0.46057014 0.56038978 0.50929803 0.66070409 0.41264389 0.37422295 0.46902303 0.57370721] [ 0.03893261] [ 0.44518204 0.58700299 0.51129063 0.61411897 0.48064145 0.53883308 0.50896903 0.54343615 0.56959469 0.49785173] [-0.36346709] [ 0.69043326 0.57565401 0.57069418 0.29053632 0.40740523 0.47037742 0.42791589 0.64081797 0.59253971 0.52022931] [ 0.1085437] [ 0.2812396 0.49012074 0.56567582 0.60029422 0.41896901 0.70475759 0.39244474 0.48338479 0.51990834 0.51975762] [ 0.01810459] [ 0.55783817 0.58910826 0.53334431 0.53474589 0.36384009 0.39646524 0.46705857 0.6296316 0.60028172 0.44425417] [-0.91755886] [ 0.46478159 0.58905581 0.50270366 0.42875924 0.41977235 0.50053232 0.45904869 0.6593555 0.61415448 0.37808568] [ 0.15918821] [ 0.50924489 0.71106328 0.48308906 0.36697074 0.46596838 0.52528929 0.50366672 0.62356348 0.5363693 0.45602734] [-0.07528169] [ 0.44888361 0.52676472 0.54391165 0.4856811 0.52802142 0.54040386 0.41114684 0.51448031 0.46181518 0.57715801] [-0.4741376] [ 0.60055389 0.67520997 0.3931252 0.40340177 0.31786575 0.3535132 0.42919575 0.55814412 0.46252264 0.51469063] [ 0.14325869] [ 0.36538823 0.52226711 0.43960674 0.55417513 0.45278838 0.75135294 0.40051212 0.71362438 0.43022056 0.47115349] [ 0.21797582] [ 0.18400178 0.58779812 0.44034381 0.73819871 0.36915361 0.53709084 0.42445186 0.43900442 0.54099095 0.55001632] [-0.05220346] [ 0.28734261 0.74989295 0.31219957 0.64913526 0.44094371 0.49968533 0.37466482 0.34700631 0.52920262 0.61554051] [-0.53874484] [ 0.40549387 0.62899467 0.4400649 0.64620856 0.34750344 0.56084922 0.53319886 0.70710477 0.57958109 0.39321734] [ 0.71722583] [ 0.54761792 0.52756874 0.48649157 0.29482304 0.33014417 0.47627112 0.42533359 0.70880153 0.50643572 0.33884233] [-0.06073073] [ 0.27485394 0.62777828 0.41192572 0.69427561 0.34436094 0.57969956 0.35419811 0.56559037 0.46202579 0.44755868] [ 0.01525285] [ 0.3389309 0.3648806 0.66750133 0.3892603 0.49323816 0.69086739 0.38963934 0.51316854 0.33874607 0.55772006] [-1.07483287] [ 0.41833516 0.53041892 0.46787099 0.47877174 0.42279976 0.41906313 0.50387343 0.52689324 0.51047662 0.41976045] [-0.30128644] [ 0.54014309 0.43158299 0.57961391 0.43292171 0.4864133 0.55859089 0.50701599 0.5634097 0.36710525 0.56160847] [-0.26546419] [ 0.37047018 0.50788515 0.56768828 0.48971289 0.43252027 0.6811017 0.46733402 0.51967761 0.35197965 0.51184536] [-0.67091011] [ 0.58400128 0.68332721 0.35202964 0.66901935 0.4368406 0.47479461 0.44370983 0.64498569 0.47779397 0.73922433] [-1.39365822] [ 0.58529758 0.62611182 0.48042513 0.47268162 0.29095543 0.28521332 0.52881943 0.71230225 0.58759096 0.22658313] [-0.19782575] [ 0.59149952 0.4719856 0.58412139 0.36293121 0.46670657 0.59424123 0.53061245 0.60595384 0.43142186 0.49287387] [-0.51003056] [ 0.52382342 0.43593515 0.55678352 0.30532724 0.449297 0.45082087 0.430079 0.48740145 0.3814304 0.49485788] [ 0.71722583] [ 0.54761792 0.52756874 0.48649157 0.29482304 0.33014417 0.47627112 0.42533359 0.70880153 0.50643572 0.33884233] [-0.05108036] [ 0.42239354 0.62269437 0.45974947 0.38196796 0.52082859 0.60284341 0.38806403 0.47430514 0.45371603 0.70928076] [ 0.56618596] [ 0.24375859 0.41709726 0.53584981 0.62458559 0.61546314 0.63338413 0.31241975 0.32959634 0.26971087 0.73576005] [-0.52315244] [ 0.8653625 0.31602582 0.69098193 0.2062046 0.40785693 0.24825098 0.64503133 0.74114401 0.3834307 0.34800403] [-0.13811998] [ 0.58382236 0.67369354 0.36472925 0.61713116 0.33255559 0.45537483 0.48777384 0.62711963 0.56976339 0.47604796] [-0.10002179] [ 0.30386322 0.67438381 0.42792744 0.72369981 0.43372732 0.54141231 0.44764987 0.63073737 0.54548083 0.47720046] [-0.44179891] [ 0.53326857 0.64102161 0.52304674 0.48551798 0.47654364 0.7122711 0.56827948 0.54286729 0.46514588 0.56509143] [ 1.62649801] [ 0.57504374 0.65928162 0.42890884 0.52995228 0.25063017 0.31647824 0.57133196 0.79050283 0.64544222 0.23068937] [-0.5231508] [ 0.39869278 0.77328029 0.28050273 0.700994 0.36621246 0.54791694 0.40237547 0.62986019 0.55719566 0.62501726] [-0.27185838] [ 0.51527418 0.62402577 0.51544471 0.46830402 0.45251923 0.4770897 0.43982078 0.53765428 0.50034033 0.57533473] [-0.40977413] [ 0.82429871 0.37074065 0.70725012 0.29725851 0.50192897 0.41237124 0.57666926 0.56091249 0.49806411 0.29862738] [-0.43362889] [ 0.4028233 0.50114718 0.47490547 0.45026247 0.46806162 0.54082653 0.42114552 0.48488523 0.49540642 0.4431692 ] [-1.12817923] [ 0.47879464 0.58751373 0.42538263 0.38399007 0.4250846 0.33262954 0.53060478 0.57176513 0.53213546 0.58855769] [ 1.02903306] [ 0.45850145 0.65547286 0.48439118 0.44140589 0.4590997 0.34114761 0.45110513 0.60974445 0.61316273 0.49656537] [ 0.38880972] [ 0.17473354 0.51678398 0.48750058 0.65495402 0.45919585 0.7974491 0.44910198 0.4805587 0.42071242 0.59896948] [ 0.22080198] [ 0.45576885 0.39887747 0.65139036 0.40791316 0.53967583 0.48304841 0.32757712 0.45442455 0.45405716 0.43295746] [-0.2606959] [ 0.38367918 0.65414501 0.3262546 0.65149298 0.34112012 0.54944969 0.3477248 0.44197026 0.55007725 0.51177469] [-0.06531143] [ 0.43137371 0.72865613 0.3495529 0.71694857 0.29409441 0.52193879 0.34453907 0.47588232 0.56092085 0.68729628] [ 1.14372932] [ 0.56259078 0.80864035 0.37609343 0.54402349 0.25778508 0.3860609 0.40579015 0.65342317 0.62045042 0.47711232] [-1.12442089] [ 0.70494805 0.66923679 0.51332797 0.30770668 0.39536297 0.26646913 0.48203648 0.6510997 0.52202002 0.56446156] [ 1.65198219] [ 0.81056774 0.53162831 0.58276391 0.42300841 0.33192527 0.27825876 0.60842744 0.76298657 0.52180094 0.24722426] [ 0.22035921] [ 0.63556041 0.65759706 0.53653407 0.38410251 0.3068487 0.39955543 0.54208736 0.6362872 0.59322797 0.42110599] [ 0.11926643] [ 0.43166283 0.58252915 0.52734118 0.58847189 0.54798 0.58702984 0.40991244 0.51292975 0.58532406 0.4942493 ] [ 0.38164509] [ 0.36304601 0.5819611 0.41416789 0.70732725 0.28217205 0.54081686 0.30627115 0.30928699 0.47976641 0.44302006] [-0.51082907] [ 0.71124482 0.65311694 0.47099105 0.47614216 0.26612546 0.50317804 0.44690045 0.51929136 0.62885624 0.50470037] [ 0.43037128] [ 0.69006412 0.53713451 0.52272476 0.3396054 0.36382199 0.36431414 0.50131512 0.67870301 0.55397519 0.35436898] [ 0.12001098] [ 0.37112179 0.81296101 0.43048562 0.67415728 0.4437931 0.74491677 0.39550465 0.50185978 0.66485763 0.72331716] [-0.2141424] [ 0.31535599 0.45561774 0.63677917 0.51353232 0.37738505 0.60569298 0.42338709 0.43348426 0.48096504 0.46788591] [ 0.71552232] [ 0.16812007 0.68077355 0.4284718 0.63912411 0.49891314 0.8328341 0.38473542 0.42053514 0.43171367 0.66597345] [ 0.03609123] [ 0.45343048 0.48653925 0.52252557 0.47074687 0.4654248 0.4797883 0.43685524 0.53133197 0.52550539 0.53007051] [ 0.56387685] [ 0.54644659 0.60840393 0.58296816 0.52670793 0.36740315 0.40181478 0.40854645 0.62046555 0.58324076 0.37986271] Progress: 37.1% ... Training loss: 0.363 ... Validation loss: 0.596[ 0.14879694] [ 0.37727562 0.37959428 0.67413349 0.41102124 0.50148164 0.5766657 0.49332662 0.40430985 0.49797708 0.45980843] [ 0.03661518] [ 0.43565869 0.74740765 0.36136787 0.7036755 0.58493285 0.66502265 0.36620239 0.58009936 0.46843218 0.73055132] [-0.12228336] [ 0.24804289 0.51794144 0.48155889 0.50734085 0.49224705 0.63899948 0.60945289 0.59189015 0.38580122 0.45715544] [ 1.16897911] [ 0.51817718 0.56739391 0.55780837 0.39622213 0.34535155 0.54658148 0.4929204 0.5623236 0.40445499 0.41915727] [ 0.43142692] [ 0.37653474 0.4220251 0.57626649 0.39219324 0.448926 0.54229899 0.33853255 0.50015653 0.45124467 0.42092006] [ 0.33555798] [ 0.41498799 0.21650741 0.66606338 0.39581215 0.55120223 0.56366962 0.47305082 0.57973259 0.45425571 0.32774097] [ 0.05617115] [ 0.57327844 0.60448404 0.55183422 0.30128772 0.34657482 0.38335391 0.57241783 0.71736537 0.54130452 0.35277478] [ 0.08080185] [ 0.37230109 0.59456223 0.56232859 0.55038138 0.45760664 0.69768642 0.44340227 0.44507535 0.38242145 0.5990995 ] [-0.30648418] [ 0.36615747 0.51058997 0.47874729 0.53953549 0.36116286 0.65141487 0.36553694 0.51800523 0.39645135 0.45596451] [-0.59734357] [ 0.6626867 0.45831438 0.61542964 0.36174668 0.41505158 0.41214156 0.48244653 0.54941722 0.55746638 0.37997771] [-0.21433127] [ 0.67774561 0.62908874 0.51517168 0.45936297 0.29733896 0.55607858 0.40412749 0.58473317 0.63580664 0.55264477] [-0.02505713] [ 0.29386467 0.36849548 0.6416403 0.43799338 0.53760357 0.57290689 0.41474829 0.39833883 0.47493477 0.58357119] [-0.29233776] [ 0.47360586 0.42571376 0.57053039 0.33993695 0.48280529 0.37548417 0.5091954 0.46589427 0.47500691 0.3908264 ] [-0.2917633] [ 0.36640423 0.65213847 0.43427164 0.61986038 0.30973489 0.66205659 0.44717295 0.63968297 0.51023792 0.51809243] [-0.43758093] [ 0.58829097 0.45667907 0.67100459 0.37229773 0.46055575 0.43000263 0.55975366 0.61390737 0.47661689 0.37489703] [-0.84381803] [ 0.37355725 0.73082491 0.31796261 0.6045894 0.31713611 0.5352855 0.51974971 0.69157071 0.62031985 0.38718076] [-0.01760492] [ 0.31495752 0.51152403 0.44744924 0.55387772 0.49199423 0.74487372 0.38296289 0.6677195 0.54479953 0.52796805] [ 0.47622202] [ 0.19465089 0.63322137 0.46558606 0.67338474 0.52104513 0.7557631 0.4335311 0.3694654 0.43808535 0.57211537] [ 0.00110101] [ 0.66389843 0.69086916 0.44576056 0.55071002 0.31487625 0.5135218 0.50379075 0.63504955 0.48993047 0.60763138] [ 0.43035288] [ 0.50295925 0.68876262 0.4549144 0.65516229 0.4062227 0.53340645 0.40321282 0.66024554 0.59513267 0.4980865 ] [-0.11201559] [ 0.55563574 0.29123892 0.71131055 0.32096808 0.51710686 0.44755202 0.44812551 0.4055451 0.31224224 0.47294682] [-0.60818203] [ 0.43552738 0.80689403 0.33475517 0.70565403 0.25711024 0.41991039 0.36024039 0.4620589 0.53354468 0.53845317] [-0.31055621] [ 0.47690769 0.70037464 0.37470221 0.68177797 0.29713472 0.5247055 0.37936721 0.37366745 0.53935445 0.63148436] [ 0.65485888] [ 0.50717933 0.68593221 0.40574441 0.52008761 0.25304691 0.48020378 0.498304 0.6089407 0.55869136 0.36538093] [ 0.2784585] [ 0.50415993 0.66295202 0.48572393 0.60821098 0.29055065 0.59901062 0.34581239 0.35024034 0.48108034 0.58789343] [ 0.00797187] [ 0.40580401 0.68426958 0.54809099 0.64977574 0.45978743 0.74595945 0.47092614 0.44256318 0.55183301 0.63991129] [-0.0777445] [ 0.44893944 0.43558606 0.52065165 0.35822523 0.42816169 0.48203827 0.39230952 0.50242214 0.31993212 0.46517127] [ 0.72423274] [ 0.70678984 0.68479882 0.42540554 0.48638802 0.27259614 0.24518476 0.43174418 0.52130965 0.63375263 0.43004541] [ 1.69490111] [ 0.8223086 0.76372835 0.44435898 0.30395703 0.19339098 0.24199969 0.54271648 0.69370955 0.71502364 0.34245749] [-0.35408932] [ 0.42492512 0.55208986 0.51380143 0.48965879 0.47311631 0.65278746 0.46832918 0.46586949 0.45858108 0.56645932] [ 0.51677867] [ 0.54269062 0.36115628 0.70655839 0.28961151 0.39096848 0.48170475 0.45595069 0.43542459 0.36586629 0.34752688] [ 0.82568228] [ 0.54167344 0.70216408 0.51498132 0.52771649 0.36414726 0.60444959 0.53731121 0.61107546 0.61167148 0.55052833] [ 0.28430712] [ 0.32365205 0.55454939 0.5283129 0.60159644 0.33434871 0.64222486 0.33853116 0.61467272 0.48578429 0.49773113] [-0.11599118] [ 0.49302458 0.68894963 0.42752429 0.41299193 0.42025443 0.56833515 0.53134578 0.59428642 0.53607357 0.58554962] [-0.28267264] [ 0.49089711 0.68881371 0.4018101 0.53031259 0.54906874 0.7356035 0.42958964 0.60062448 0.45873795 0.59760952] [-0.38451374] [ 0.37936529 0.33679824 0.49657817 0.55172617 0.46757326 0.56969324 0.37081478 0.47428565 0.38012545 0.41543732] [-0.87929725] [ 0.49352746 0.6282083 0.46470619 0.60417619 0.34309986 0.4627513 0.40329115 0.59433398 0.41916888 0.49114996] [ 0.22853612] [ 0.61751227 0.54814893 0.53181028 0.4916385 0.41063979 0.38532147 0.48679849 0.50126095 0.51420366 0.453309 ] [ 0.04130026] [ 0.49846879 0.29348484 0.63661894 0.29714597 0.4688651 0.63411293 0.45924811 0.61720974 0.35564894 0.39817173] [ 0.62275005] [ 0.53061328 0.6664228 0.44559503 0.49511234 0.27916732 0.36649109 0.44413198 0.56835014 0.59317923 0.43958806] [-0.33942655] [ 0.5140147 0.62642453 0.48734062 0.53693118 0.46354957 0.61380501 0.46003864 0.51806632 0.42630992 0.69736974] [-0.73746304] [ 0.48034621 0.73194062 0.39416567 0.66638297 0.46970213 0.48020506 0.4537382 0.50642364 0.57366507 0.4879135 ] [-0.4636432] [ 0.53054973 0.44734198 0.63022321 0.3702415 0.44317408 0.39110265 0.54845254 0.50922714 0.47650313 0.39243328] [ 1.03754405] [ 0.48378078 0.65176825 0.52402886 0.5374201 0.39032682 0.54275527 0.42555009 0.57146618 0.53908759 0.44834197] [-0.03963747] [ 0.40003692 0.50689611 0.51898742 0.44982074 0.52321538 0.62883579 0.54128442 0.41166186 0.4975273 0.54756541] [-0.06220453] [ 0.65896306 0.31172051 0.66773672 0.34009874 0.45071449 0.518407 0.53129475 0.70332959 0.30874276 0.38521744] [ 0.36568027] [ 0.62919689 0.67850688 0.45133013 0.58312612 0.26377391 0.47145828 0.48375775 0.50739764 0.58260538 0.54421384] [-0.59434512] [ 0.65970965 0.55216286 0.41115999 0.42056983 0.44130228 0.49323973 0.54643398 0.54715707 0.43172046 0.53759501] [ 0.19942584] [ 0.60414822 0.67201799 0.54760915 0.62245761 0.46404592 0.51009122 0.53447724 0.59789047 0.58834562 0.51441645] [-0.4767343] [ 0.48688247 0.48126689 0.50969219 0.45544089 0.54652774 0.61209997 0.43019884 0.54334524 0.34465121 0.54994385] [ 0.25033773] [ 0.48177561 0.57864423 0.60257533 0.45342085 0.47020688 0.57062927 0.43194071 0.55525092 0.58884751 0.59463456] [ 0.18597044] [ 0.20411876 0.50542248 0.57862716 0.45404956 0.50984756 0.69882858 0.46580979 0.30381615 0.54514643 0.57451363] [ 0.07434364] [ 0.40267998 0.53405754 0.45229833 0.52116407 0.33644359 0.48796883 0.43970852 0.48196313 0.5058354 0.47520814] [-0.32707665] [ 0.46922702 0.76561469 0.47232557 0.64775366 0.41383152 0.56863632 0.41151449 0.561157 0.68334957 0.54938995] [ 0.09695593] [ 0.28886099 0.5872131 0.53515172 0.62165109 0.53682782 0.64706793 0.42115855 0.34103716 0.51554455 0.52567176] [ 0.58112654] [ 0.4516769 0.70814013 0.45727323 0.55131422 0.32946302 0.57664965 0.53536712 0.53986652 0.61021949 0.63007878] [-0.69477399] [ 0.36987131 0.57161767 0.49481692 0.39481578 0.36121174 0.51899607 0.40833458 0.4551212 0.4982808 0.45873957] [-0.01530906] [ 0.41786245 0.74567255 0.41140928 0.69111214 0.40895295 0.52435231 0.33318833 0.58418256 0.68452702 0.47983781] [ 2.08515668] [ 0.64406696 0.63926249 0.46134522 0.45474608 0.37732009 0.44697527 0.53649983 0.71175793 0.57772493 0.36675528] [ 0.15585324] [ 0.39632301 0.68632897 0.42808987 0.67093791 0.24332268 0.59844455 0.34931399 0.50210675 0.50728128 0.57701969] [-0.15867859] [ 0.36068773 0.48741018 0.43975202 0.37718343 0.44463001 0.55268022 0.38964331 0.59205895 0.42648793 0.40074187] [-0.86620721] [ 0.59014207 0.34083568 0.67852664 0.34720567 0.61872313 0.37731734 0.40744683 0.5425573 0.31930731 0.50480479] [-0.05539707] [ 0.33213848 0.542781 0.53843303 0.50140279 0.40866046 0.70619846 0.46793607 0.41205739 0.56115529 0.63412326] [-0.15645865] [ 0.53376131 0.27266276 0.66607357 0.42403363 0.49396319 0.44380504 0.32906576 0.41624311 0.33329652 0.39439043] [ 0.14979603] [ 0.24800521 0.40933617 0.42657915 0.45554767 0.45124255 0.61927661 0.40195249 0.42806643 0.4054414 0.47815352] [ 0.00565674] [ 0.44431135 0.69335799 0.46908378 0.59600678 0.51702338 0.75108371 0.29448239 0.60484756 0.47878009 0.7179594 ] [ 0.18729936] [ 0.27643576 0.43815218 0.5845518 0.59335887 0.48803698 0.71572931 0.40514272 0.29227121 0.41514871 0.51512221] [-0.20228883] [ 0.44262151 0.71433935 0.3211468 0.53025185 0.35244202 0.4082051 0.39964123 0.53812563 0.61453069 0.46816535] [-0.67758363] [ 0.53045559 0.72465022 0.41934465 0.69085721 0.43329881 0.53848347 0.42030921 0.53458116 0.65077487 0.44261399] [ 1.03737459] [ 0.55662086 0.59804195 0.52485805 0.4354849 0.33316404 0.51961597 0.52237115 0.55446432 0.59287011 0.51561901] [ 1.06494879] [ 0.75268698 0.52271213 0.64144493 0.29254392 0.35741197 0.34817714 0.49697719 0.57699502 0.63236705 0.39778992] [-0.58515718] [ 0.47421412 0.39687257 0.66412624 0.46123833 0.37847273 0.43560679 0.53966882 0.54785757 0.4629264 0.36284468] [ 0.93224552] [ 0.70635792 0.52493578 0.56299797 0.35519948 0.31910275 0.32729516 0.52227601 0.68561614 0.51002678 0.30847917] [-0.74415289] [ 0.4439735 0.36049132 0.63487374 0.51057863 0.38174418 0.52262213 0.39235349 0.48332732 0.40559029 0.38685703] [-0.35667403] [ 0.37428689 0.61469594 0.51373878 0.4676343 0.42540524 0.6917688 0.50590857 0.51936507 0.49155233 0.56832867] [-0.5604088] [ 0.41356728 0.66331327 0.38220838 0.69710611 0.31884048 0.54117815 0.42947253 0.56770676 0.48536519 0.53487343] [-0.69701056] [ 0.62433303 0.57707281 0.57387011 0.60289373 0.48894989 0.64763464 0.43171497 0.61844164 0.52628126 0.4855083 ] [ 0.28534626] [ 0.29387722 0.63224297 0.40863362 0.44863652 0.51090976 0.64970202 0.37033778 0.31461894 0.34376929 0.66634178] [-0.49739945] [ 0.42999768 0.81231607 0.31165209 0.63210708 0.36081147 0.45954254 0.35497416 0.4551745 0.54327964 0.60290972] [ 0.10653334] [ 0.24628203 0.57575567 0.48988927 0.53776792 0.48730364 0.74708852 0.37466542 0.51454154 0.57476862 0.60167023] [ 0.18326193] [ 0.32919163 0.52238528 0.53864071 0.49230525 0.50846277 0.71781526 0.35022715 0.50578098 0.43278669 0.57414881] [ 2.08914968] [ 0.61736577 0.68896746 0.42714829 0.48804146 0.34354545 0.25933414 0.48247827 0.61605927 0.66639526 0.29200547] [-0.42048487] [ 0.48275923 0.29739108 0.70352073 0.33978625 0.60644546 0.51909013 0.53271554 0.4576023 0.36622262 0.48687229] [-1.10525371] [ 0.4086964 0.52421544 0.50223265 0.38394826 0.41380101 0.38542669 0.50195325 0.59984809 0.51426403 0.31459138] [ 0.40312273] [ 0.72778115 0.46925522 0.58722402 0.36818928 0.42658943 0.30552977 0.5737087 0.63964564 0.44991364 0.40350507] [-0.48086769] [ 0.58174996 0.58767001 0.52171527 0.44243713 0.44918377 0.66834966 0.50337843 0.53744096 0.42358162 0.61836255] [-0.49918632] [ 0.59253153 0.70077649 0.57299845 0.45857776 0.47015118 0.51061312 0.4480946 0.50098539 0.62508427 0.50743512] [ 0.67291504] [ 0.34928246 0.48733518 0.48104621 0.55983757 0.43733101 0.53211064 0.41018334 0.40372335 0.54857068 0.40873743] [ 0.35203417] [ 0.27628156 0.76224854 0.37804158 0.64389286 0.42757052 0.71007169 0.34494844 0.52125048 0.47250105 0.65325283] [ 0.80389896] [ 0.64525754 0.42267685 0.60269448 0.29983623 0.42754707 0.48266933 0.55113821 0.58050477 0.36008431 0.38531069] [-0.65692483] [ 0.59538294 0.53554843 0.52546203 0.32736145 0.51416048 0.59853706 0.39762295 0.51017563 0.43480522 0.58372274] [ 0.26660162] [ 0.36870236 0.67171215 0.55691853 0.58503813 0.51309549 0.69167309 0.38207507 0.41355156 0.56122766 0.64741658] [-0.02412055] [ 0.3453619 0.73525271 0.30391574 0.67915294 0.43569331 0.6588133 0.38058574 0.49659803 0.46585649 0.62061964] [-0.4942124] [ 0.54676806 0.40123656 0.69183451 0.36149558 0.38451854 0.49553497 0.48092826 0.60180895 0.56399131 0.38469708] [-1.18142173] [ 0.64372142 0.44375858 0.64971314 0.1741983 0.62022968 0.53587774 0.5592279 0.59221381 0.50138852 0.52764543] [ 0.18611992] [ 0.51097461 0.31361906 0.66907077 0.36061784 0.52410279 0.57028943 0.40783344 0.49775411 0.44003294 0.48914191] [ 2.286171] [ 0.6373242 0.57989358 0.50486285 0.42397062 0.33312109 0.25038843 0.53483944 0.60904971 0.56777297 0.25979876] [-0.4291236] [ 0.38739685 0.72380861 0.43877935 0.63824611 0.41670592 0.55521218 0.47955218 0.57525292 0.53722896 0.55666427] [-0.16665772] [ 0.3054895 0.40802416 0.60964065 0.3586512 0.51292692 0.65423782 0.4329077 0.47317321 0.40644851 0.51977997] [-0.68644637] [ 0.75734139 0.70292368 0.4788352 0.48647236 0.26335031 0.29026055 0.43418779 0.60875986 0.6892624 0.50429272] [ 1.57777247] [ 0.67903301 0.40202544 0.56080147 0.30769349 0.35779698 0.27877063 0.51054007 0.53082671 0.51347758 0.26476986] [-0.25831375] [ 0.41397698 0.73527971 0.34743026 0.69058264 0.2374497 0.42713138 0.36744321 0.62093689 0.58935971 0.4826444 ] [ 0.10460563] [ 0.32061304 0.63263053 0.52494822 0.48585618 0.45578221 0.65057812 0.47546725 0.486086 0.51013558 0.62972214] [ 0.26240779] [ 0.6342889 0.68075945 0.48657132 0.39911954 0.29926663 0.42835101 0.58442524 0.7188758 0.59273267 0.39186308] [-0.16835925] [ 0.55007333 0.50201497 0.47980189 0.37100993 0.49683911 0.72452709 0.45184886 0.53371674 0.34021033 0.58797678] [-0.83174062] [ 0.61678026 0.68268927 0.44621214 0.64911902 0.28147275 0.49452401 0.37802089 0.41204861 0.54821934 0.45978999] [ 2.05603102] [ 0.79261415 0.50392566 0.58071546 0.41594738 0.26798101 0.22311995 0.59951454 0.81427916 0.52161454 0.16448954] [-0.04807906] [ 0.33883918 0.54902431 0.51903663 0.56248013 0.48930668 0.61168247 0.44087356 0.36975621 0.38870518 0.60713341] [ 0.20344889] [ 0.38970105 0.38960401 0.67276388 0.42013789 0.55660791 0.55783542 0.36443442 0.34240368 0.39836653 0.49436501] [-0.20110236] [ 0.41873366 0.5275475 0.56552134 0.33068405 0.49825956 0.52480299 0.44836449 0.51570497 0.55803956 0.5245988 ] [ 0.66995233] [ 0.17578436 0.5409917 0.42305468 0.65911122 0.58521251 0.72164766 0.39057315 0.3565966 0.40952241 0.58829609] [-0.76096502] [ 0.36741063 0.55854548 0.46733977 0.53023107 0.3348006 0.40755915 0.49723179 0.57133624 0.54470661 0.26500186] [ 1.78487808] [ 0.66998667 0.71922674 0.52714791 0.37374755 0.38103031 0.37215056 0.63537467 0.6993899 0.69093631 0.34959325] [-0.07528855] [ 0.41085469 0.68249795 0.50788272 0.3877008 0.50032549 0.42107968 0.45576852 0.61615468 0.59128723 0.47093362] [-0.06181769] [ 0.26379891 0.57923138 0.50224199 0.57268051 0.38871594 0.60200206 0.31709719 0.40361725 0.51228318 0.53919675] [ 2.16435101] [ 0.78975646 0.67315311 0.51409172 0.24235829 0.29154131 0.17792687 0.60207889 0.79812608 0.60329057 0.30319455] [-0.20998691] [ 0.41818399 0.40955882 0.63593849 0.52972235 0.47578671 0.682528 0.44720188 0.44529791 0.29197988 0.52822215] [ 0.48978743] [ 0.59134282 0.66246332 0.47723023 0.53075556 0.40078142 0.61431565 0.52281227 0.69924214 0.49083735 0.42791294] [-0.07399007] [ 0.37702307 0.2544095 0.7313801 0.29570905 0.47567716 0.65669049 0.47608505 0.41202843 0.2869328 0.45623932] [ 0.08489551] [ 0.45008941 0.57586384 0.5108137 0.5421135 0.52257102 0.63772982 0.36108672 0.57138309 0.59751064 0.47900449] [-0.35667403] [ 0.37428689 0.61469594 0.51373878 0.4676343 0.42540524 0.6917688 0.50590857 0.51936507 0.49155233 0.56832867] [-0.25236278] [ 0.7982451 0.4704735 0.65014051 0.34159109 0.47740602 0.31356961 0.54969338 0.61697092 0.42707683 0.49106226] [ 0.01245293] [ 0.41936661 0.59721096 0.44478497 0.47005764 0.38109392 0.45341444 0.4797782 0.61620976 0.42249238 0.47717306] [ 0.01542648] [ 0.38048077 0.48528523 0.47919606 0.4979469 0.51582103 0.64562519 0.37547989 0.5619877 0.55719833 0.45358039] [ 0.28744967] [ 0.68583083 0.56470287 0.55701892 0.42405801 0.37153584 0.45299336 0.4821718 0.68363689 0.58255803 0.44958952] [-0.01024991] [ 0.43163023 0.57353877 0.50384094 0.5678093 0.51561851 0.64771117 0.35147845 0.57093172 0.5955058 0.48120469] [-0.37919742] [ 0.5203303 0.80316392 0.36179653 0.57644706 0.44755712 0.69054677 0.47693139 0.55474779 0.61979328 0.67839787] [ 0.77269885] [ 0.402097 0.48727906 0.54568569 0.5013013 0.46456261 0.42750038 0.46740602 0.4281625 0.46647767 0.33593952] Progress: 37.4% ... Training loss: 0.368 ... Validation loss: 0.586[-0.87190644] [ 0.79169374 0.54671008 0.65230101 0.39538619 0.45991064 0.5435552 0.46387509 0.72667414 0.59994419 0.49860273] [ 0.10219518] [ 0.19923475 0.40508235 0.54288478 0.66739409 0.50652117 0.65798309 0.33401092 0.42198369 0.42059782 0.41036328] [-0.12769679] [ 0.36342403 0.46963606 0.4962991 0.61777788 0.40531829 0.55219218 0.35435928 0.48794795 0.49704611 0.5372339 ] [-0.70189581] [ 0.77114187 0.46342807 0.6008905 0.33188063 0.33805973 0.41302866 0.51599902 0.44534145 0.43900807 0.38402094] [-0.51026712] [ 0.4597006 0.42539223 0.56225919 0.4129138 0.49244073 0.40560026 0.45874725 0.47789878 0.44088834 0.65340019] [ 0.69461834] [ 0.66295144 0.49550928 0.60545883 0.42309142 0.30774652 0.29217533 0.48928464 0.77365108 0.5647045 0.28987054] [ 0.13167586] [ 0.50689106 0.63093155 0.50293172 0.49151768 0.43339121 0.58300249 0.58279193 0.57858471 0.47281076 0.60086346] [-1.18240419] [ 0.68071216 0.76376299 0.50112793 0.4758858 0.31966954 0.34632333 0.5725301 0.6772375 0.71107125 0.33698042] [-0.62915886] [ 0.64343747 0.2351152 0.7418523 0.17981019 0.47304009 0.30372775 0.46478069 0.59455214 0.37881897 0.27331356] [-0.29685723] [ 0.52315151 0.62636567 0.39378325 0.45834076 0.39036799 0.46950693 0.37504566 0.50506971 0.44200109 0.61189893] [-0.30121143] [ 0.56115714 0.45865381 0.48916336 0.34386418 0.4513646 0.70654643 0.47347111 0.70283771 0.42417507 0.41498029] [-0.40055296] [ 0.46197929 0.64222008 0.47252359 0.59304552 0.40279611 0.57638169 0.3552292 0.41349955 0.47547708 0.56569006] [ 0.20021669] [ 0.84703538 0.60859596 0.62301292 0.27383555 0.37549982 0.33716429 0.58443188 0.76850179 0.60301208 0.37671269] [ 0.14838757] [ 0.29889669 0.42490091 0.53464103 0.56328581 0.45907235 0.67478756 0.35259068 0.40459212 0.44661043 0.5473035 ] [-0.22038859] [ 0.5560019 0.5468391 0.45346362 0.47252067 0.37678288 0.65417197 0.49684842 0.57734265 0.44628836 0.49210431] [ 0.07490994] [ 0.34163839 0.63708275 0.48715405 0.52911627 0.52195186 0.62761417 0.4217595 0.32891592 0.39253609 0.67255933] [-0.85437245] [ 0.48163419 0.73178798 0.39504743 0.66524654 0.46835532 0.47832235 0.45509547 0.50834886 0.57479688 0.48545973] [-0.74736411] [ 0.46346216 0.51171479 0.62285123 0.40192953 0.39657381 0.40580525 0.50052344 0.6032613 0.48338982 0.40688543] [ 0.20895581] [ 0.21592994 0.65327676 0.53669807 0.58992865 0.37980739 0.66136764 0.34563964 0.46088819 0.50610539 0.61906317] [-0.15378414] [ 0.3374393 0.52282529 0.51268855 0.40919439 0.48865753 0.55500296 0.48085136 0.40208268 0.4293822 0.51427867] [-0.3763045] [ 0.33784819 0.20865038 0.71400665 0.26408896 0.55488483 0.46874806 0.49334987 0.44686814 0.31286715 0.32514682] [-0.26097516] [ 0.36301699 0.31298312 0.63532896 0.29415984 0.4978164 0.43090968 0.49969666 0.39919352 0.47534543 0.28990848] [ 0.14433541] [ 0.37169043 0.7220262 0.38396901 0.65975782 0.48464181 0.69159176 0.43122901 0.41912937 0.39980272 0.7172551 ] [ 1.1915268] [ 0.7376562 0.48365808 0.67910538 0.33038266 0.49694901 0.32146092 0.46530128 0.64276551 0.43795698 0.35750688] [ 0.03292245] [ 0.77197278 0.51028958 0.58261936 0.33878386 0.34492103 0.29112249 0.46248331 0.58647431 0.48035525 0.43269026] [ 0.78848005] [ 0.61816319 0.64956152 0.43568783 0.30037907 0.39862028 0.3399424 0.54179774 0.62194735 0.65142492 0.35773712] [-0.70058247] [ 0.5314467 0.42342439 0.59311137 0.53244444 0.58839339 0.6314706 0.45344217 0.51388852 0.45994986 0.41871013] [ 0.14588588] [ 0.2721914 0.67574271 0.33643816 0.70918176 0.4283118 0.65110423 0.42572469 0.50407055 0.54109051 0.60437144] [-0.74520613] [ 0.50836384 0.6888614 0.42597585 0.61280061 0.34416024 0.6847193 0.44419558 0.60779403 0.59386088 0.5617856 ] [-0.12236628] [ 0.35791793 0.55079822 0.50869754 0.51960916 0.49549485 0.67914759 0.38861158 0.47237382 0.42689708 0.63773028] [-0.59353055] [ 0.75107825 0.38368046 0.65126231 0.30122694 0.47035352 0.49440729 0.49859864 0.67772447 0.45848419 0.40945359] [-0.37773995] [ 0.41065263 0.5602882 0.50004885 0.64011584 0.34556307 0.70487429 0.41850029 0.5597985 0.36849081 0.52705855] [ 1.20878502] [ 0.3146489 0.61738729 0.36501256 0.6083724 0.42507769 0.4883782 0.43889891 0.65490172 0.64654096 0.44805303] [ 0.15695696] [ 0.6171474 0.70370205 0.4926677 0.44842432 0.36898413 0.39445592 0.46525628 0.56970896 0.55524639 0.46835271] [-0.20672843] [ 0.45459956 0.66285375 0.35927373 0.56918425 0.26248427 0.52826459 0.44813305 0.5207025 0.52252047 0.40332932] [ 0.08336395] [ 0.69291897 0.50385634 0.56848866 0.29475711 0.47892206 0.45901551 0.561279 0.55597151 0.45905232 0.4614066 ] [-0.44408278] [ 0.53100214 0.51809303 0.56806195 0.44332478 0.43529301 0.42078279 0.45505833 0.58562094 0.54799752 0.36773612] [-0.14500461] [ 0.4364038 0.61181228 0.47295515 0.38342847 0.32208765 0.488299 0.44169439 0.62968956 0.48121428 0.44905503] [-0.42561461] [ 0.35254412 0.68083789 0.34879022 0.69785747 0.3003127 0.48530332 0.37739763 0.36674799 0.63480611 0.56336571] [ 1.96177459] [ 0.72701407 0.52641225 0.54946966 0.39415676 0.29678678 0.17405234 0.47379883 0.73599426 0.49663745 0.31942391] [ 0.18198677] [ 0.20272983 0.67411205 0.35041514 0.60050132 0.41685313 0.62408885 0.31510386 0.50395111 0.50286708 0.54827418] [-0.37960049] [ 0.44309061 0.79850269 0.33188151 0.6010088 0.32557336 0.67228812 0.32964639 0.60271801 0.53964907 0.70179351] [ 0.07319293] [ 0.38217836 0.62357573 0.50248001 0.46274204 0.4710894 0.62743264 0.41259383 0.48328291 0.48353464 0.56632103] [-0.12676677] [ 0.34446772 0.52310441 0.39743084 0.51226636 0.54719511 0.77490751 0.32383954 0.59703357 0.47246347 0.58686452] [ 0.00568452] [ 0.25608952 0.29777273 0.69131243 0.45376798 0.61756789 0.63176128 0.39058399 0.26576482 0.30337884 0.47543446] [-0.79974733] [ 0.48487628 0.67491323 0.45526848 0.61514784 0.3096095 0.48788852 0.37854138 0.46660609 0.48634143 0.46834588] [ 0.10886534] [ 0.69666851 0.4334427 0.59711395 0.34120167 0.45548794 0.39679587 0.55089629 0.62577711 0.4039433 0.42617517] [-0.81516029] [ 0.80671522 0.43835992 0.5967678 0.32395958 0.3276709 0.49589027 0.46482377 0.54239224 0.51951371 0.42432628] [-0.66259635] [ 0.48638063 0.61831985 0.50826249 0.62140251 0.42546067 0.61120372 0.47053138 0.50014036 0.50121302 0.50364748] [ 0.16729035] [ 0.30262784 0.39380447 0.51159684 0.4345075 0.46088616 0.71670514 0.42886997 0.36787134 0.37349323 0.50621768] [ 0.03596322] [ 0.44333277 0.71791078 0.40213221 0.63367989 0.24087429 0.47045014 0.38030197 0.58098366 0.56571108 0.48367633] [-0.46343563] [ 0.70944845 0.46443431 0.66486632 0.30312236 0.51651398 0.33849974 0.53853225 0.62899155 0.39297953 0.48047946] [-0.91028773] [ 0.55551891 0.47292361 0.61009375 0.28513298 0.46883729 0.5940439 0.48377785 0.45083417 0.51807679 0.51993773] [ 0.60114581] [ 0.23528772 0.62857087 0.4233879 0.55751833 0.36162765 0.61764758 0.36398736 0.57097508 0.45130358 0.47055624] [ 0.78517708] [ 0.43345661 0.45116748 0.46469646 0.55263187 0.28371943 0.38796514 0.46259986 0.47676663 0.55855153 0.293142 ] [-0.56934751] [ 0.36223203 0.59104907 0.38017274 0.6311221 0.40755799 0.390984 0.34237468 0.34369975 0.43757397 0.43537558] [ 0.36002878] [ 0.23986178 0.66760508 0.44598939 0.71618478 0.46816105 0.75313413 0.30887577 0.41589988 0.4766448 0.66804153] [-0.55737036] [ 0.47672989 0.56056615 0.5368876 0.48942897 0.3304685 0.49974075 0.41938188 0.74593516 0.56004478 0.3690176 ] [ 1.68276788] [ 0.64753373 0.63448069 0.40895697 0.45227647 0.34484296 0.20647053 0.54120737 0.61009572 0.69287501 0.21401455] [ 0.06529837] [ 0.34365077 0.5728631 0.53613452 0.4945298 0.4978196 0.74497573 0.36983501 0.44020404 0.4144731 0.68335785] [-0.34208837] [ 0.4453016 0.70706466 0.49443493 0.71299332 0.5171643 0.57634427 0.39503642 0.52817647 0.55838922 0.63018836] [ 0.23955278] [ 0.50324004 0.81388903 0.40899851 0.5585919 0.35399212 0.61529509 0.49874538 0.63022226 0.55804483 0.6408301 ] [ 0.114565] [ 0.36684231 0.4602911 0.59747375 0.35252035 0.5285008 0.50289415 0.50194123 0.45216649 0.44579094 0.45687162] [-0.31990865] [ 0.40231946 0.3174632 0.68263155 0.42940054 0.43653948 0.52725717 0.51184198 0.48578008 0.36435089 0.40684504] [-0.43066676] [ 0.3805459 0.68380174 0.33561254 0.67578319 0.28755904 0.61312836 0.40800246 0.49755355 0.5522045 0.47990129] [-0.06901066] [ 0.35041545 0.56452232 0.38112972 0.49152941 0.45245404 0.5750324 0.46644514 0.49882075 0.39325626 0.52570661] [ 0.1299696] [ 0.27269618 0.67863679 0.41967846 0.67501746 0.38366772 0.52621319 0.40734472 0.46774302 0.52338362 0.60683091] [ 1.06699684] [ 0.71133459 0.57857816 0.51047001 0.37495383 0.36438269 0.35390422 0.56739792 0.6605092 0.57916358 0.336553 ] [-0.59783778] [ 0.65231487 0.4486986 0.54306976 0.33907367 0.48045718 0.48259637 0.52159931 0.69639607 0.49026026 0.6035883 ] [-0.0631063] [ 0.37395564 0.5634507 0.53423924 0.55241036 0.42866959 0.40005324 0.47734192 0.49190338 0.4763757 0.54348747] [ 0.20972084] [ 0.61446424 0.62704319 0.52019939 0.50351954 0.35520629 0.44237266 0.402206 0.46344598 0.59298576 0.4872271 ] [ 0.33614862] [ 0.70058404 0.7003308 0.47463998 0.33507987 0.32876726 0.2359432 0.51462811 0.55986996 0.64314625 0.3196361 ] [-0.07580411] [ 0.30517101 0.70518489 0.38346476 0.53501368 0.33692033 0.71985562 0.38501114 0.44410754 0.57669723 0.64221015] [-0.76416809] [ 0.56960591 0.41627883 0.57786409 0.44981317 0.43659552 0.73556408 0.37479479 0.64076109 0.4055662 0.49916114] [ 1.87609557] [ 0.86123756 0.6497491 0.61530021 0.21688744 0.3878474 0.24881777 0.58945822 0.77149114 0.63389825 0.30936668] [ 0.5772003] [ 0.70982014 0.60434751 0.60221914 0.45035818 0.37663532 0.56297712 0.50477122 0.5637626 0.5997705 0.486218 ] [-0.24987885] [ 0.43935734 0.55646442 0.52418227 0.5177381 0.33790011 0.48636445 0.41140885 0.56185955 0.46646027 0.41365477] [ 0.90429881] [ 0.59201129 0.53070433 0.58558884 0.37890285 0.26529677 0.46532795 0.46176822 0.71217292 0.59043377 0.33177651] [-0.21062514] [ 0.52600511 0.36674983 0.68364078 0.34377838 0.58149314 0.51635804 0.4034577 0.49758675 0.44887086 0.49522756] [ 0.12627257] [ 0.36326609 0.63009404 0.49408443 0.31169766 0.45506512 0.47210701 0.38570304 0.5229258 0.45019553 0.4705044 ] [-0.21876052] [ 0.58555935 0.58031789 0.49154822 0.56065426 0.3094916 0.44291918 0.47044877 0.46493545 0.62818916 0.4455447 ] [-0.27095479] [ 0.38664232 0.33321984 0.70986017 0.38376241 0.492651 0.66771536 0.41525534 0.46272368 0.42924458 0.54812627] [ 1.13327452] [ 0.75176155 0.67574703 0.402373 0.4047849 0.24935071 0.26957688 0.55648851 0.64747301 0.71778632 0.24951614] [-0.33551226] [ 0.58061571 0.62518767 0.56422405 0.3989372 0.38785995 0.3948711 0.4812423 0.58183104 0.62714477 0.4829728 ] [ 0.85556608] [ 0.78197147 0.53688986 0.62813752 0.35890418 0.44120127 0.27943566 0.47565323 0.60355155 0.56703603 0.28961506] [-0.19474498] [ 0.58725614 0.75277775 0.41618967 0.31298142 0.35668645 0.57942293 0.53892136 0.53618465 0.63088868 0.59984895] [ 0.3336622] [ 0.34653604 0.49949316 0.58749056 0.46985561 0.41819393 0.50366708 0.43627721 0.51194094 0.4214979 0.42829376] [ 0.45654889] [ 0.60177541 0.51729904 0.46087802 0.52513875 0.30477727 0.33614456 0.57515637 0.67667162 0.52303213 0.26407134] [-0.28381403] [ 0.7362191 0.54146598 0.55509675 0.44126783 0.27572995 0.43699063 0.43370636 0.46900551 0.57808352 0.42414884] [-0.45715211] [ 0.43428226 0.68133946 0.54843828 0.53044848 0.49061415 0.67259969 0.53735452 0.5134741 0.58439142 0.55983484] [-0.50533249] [ 0.71024162 0.48841755 0.57426101 0.31052066 0.44093624 0.34384134 0.44632502 0.52757759 0.49346898 0.51928288] [-0.19634141] [ 0.34113943 0.69991202 0.36195748 0.52799748 0.50985915 0.64648954 0.32617222 0.47178589 0.47873571 0.57118522] [ 0.35013516] [ 0.28786323 0.68696364 0.43281048 0.58704621 0.52987079 0.74039933 0.32850225 0.42247758 0.45179163 0.74515902] [-0.16841473] [ 0.59008855 0.66104863 0.58029387 0.41225395 0.36982909 0.48101634 0.54713444 0.56656777 0.69150134 0.53979224] [-1.08951134] [ 0.43311258 0.4032692 0.60952388 0.37486635 0.47713812 0.42098155 0.42312775 0.48591555 0.42239557 0.3614538 ] [-0.12849377] [ 0.39936694 0.50691715 0.51891029 0.45000613 0.52354602 0.62943015 0.54109544 0.41070944 0.49742937 0.54838851] [-0.47859853] [ 0.53791797 0.65835238 0.47586756 0.51859253 0.44934585 0.51741824 0.55711831 0.50506944 0.53772909 0.4035446 ] [-0.31849182] [ 0.38105438 0.61694237 0.34177386 0.45092241 0.41239987 0.53166705 0.43651233 0.5659509 0.51241065 0.36817683] [-0.78125557] [ 0.60996728 0.35228436 0.65932568 0.29424969 0.51766492 0.34014546 0.49511871 0.44867168 0.40419169 0.458897 ] [-0.27222174] [ 0.32980865 0.76578084 0.29737492 0.68422892 0.33078252 0.54479381 0.41543034 0.40821457 0.50423801 0.62036916] [-0.57818388] [ 0.68970033 0.6185933 0.46904372 0.55237424 0.25350905 0.36162017 0.44062089 0.60571132 0.62237848 0.33386283] [-0.07675494] [ 0.36419716 0.69883351 0.52413143 0.69310297 0.54114095 0.70973779 0.41420237 0.48745855 0.56565517 0.64630498] [ 0.5450674] [ 0.82848719 0.47575734 0.62859639 0.17773634 0.38351161 0.21994113 0.58039706 0.65715379 0.54511773 0.28807733] [-0.05077503] [ 0.28905182 0.57811595 0.52231729 0.60568244 0.40392904 0.64871361 0.3890468 0.3776868 0.43207244 0.5941014 ] [ 0.95564642] [ 0.62848809 0.79753194 0.38388384 0.51145248 0.21161188 0.32774479 0.44983983 0.62860371 0.69547982 0.55698875] [-0.90996533] [ 0.74930664 0.72423238 0.47130758 0.45121768 0.23965094 0.36677973 0.45198862 0.62546656 0.71651671 0.44677594] [-0.85016354] [ 0.56356012 0.8419325 0.33535183 0.5341342 0.339718 0.56234362 0.409726 0.58290532 0.67309537 0.65482831] [ 0.00105807] [ 0.53542843 0.43089738 0.5742161 0.45839344 0.47552295 0.34473213 0.55415932 0.42202405 0.51793608 0.30913786] [ 1.84338121] [ 0.67782559 0.44049643 0.53727838 0.21672508 0.33255284 0.20098499 0.55290977 0.66879994 0.5721683 0.21553022] [ 0.88382941] [ 0.75114205 0.54811429 0.58753169 0.52631276 0.39707507 0.40517814 0.44076302 0.66621327 0.60582083 0.34867028] [ 1.53996966] [ 0.66425456 0.78124778 0.54703082 0.44391983 0.35750405 0.46338711 0.48789423 0.63590371 0.73491329 0.50115925] [-0.4315276] [ 0.59955651 0.69484863 0.47772921 0.54234792 0.25683251 0.49524062 0.44164641 0.51506616 0.54554127 0.46032849] [-0.3667696] [ 0.70347411 0.39821942 0.53582524 0.37478267 0.33156677 0.2744673 0.58801565 0.71933233 0.47499976 0.22892111] [ 0.12247711] [ 0.69354712 0.5652329 0.54267106 0.50599205 0.3457818 0.39466043 0.52472745 0.44751881 0.54537975 0.44707982] [ 0.74560275] [ 0.61508332 0.57120181 0.52756188 0.33888072 0.39216776 0.46179886 0.49429859 0.73261589 0.63581649 0.35420341] [-0.40148151] [ 0.60020981 0.55367339 0.56777122 0.36662912 0.43733259 0.59224882 0.4407711 0.57031232 0.58189187 0.5656112 ] [ 0.2243336] [ 0.52910178 0.47639673 0.57330523 0.42709107 0.42234614 0.54257509 0.56804635 0.60586244 0.46668383 0.45970882] [-0.48545397] [ 0.54337632 0.66209959 0.52343675 0.42827341 0.36558954 0.47896724 0.61942261 0.66241445 0.55518085 0.45320711] [ 0.37917714] [ 0.63310755 0.52163087 0.66438466 0.40126455 0.51966685 0.39803188 0.45396834 0.58742106 0.44044154 0.37962844] [-0.57908539] [ 0.48781802 0.48116717 0.51046195 0.45434203 0.54560631 0.61013724 0.43123281 0.54424328 0.34578562 0.54893236] [ 0.12143372] [ 0.31023443 0.73343178 0.36617644 0.66342631 0.34805352 0.67719037 0.42257214 0.62265366 0.52071814 0.59326242] [-0.37612279] [ 0.30069918 0.31504916 0.6429246 0.4365117 0.59288573 0.56080363 0.4538205 0.27387079 0.37609791 0.39479153] [-0.25500782] [ 0.44438813 0.47541204 0.51202628 0.43482929 0.50421329 0.44083232 0.39249898 0.47690282 0.55605321 0.50253128] [-0.8747456] [ 0.42404949 0.5473271 0.42598397 0.58719013 0.46168811 0.53278497 0.56799967 0.63282437 0.47781335 0.39199568] [-0.27138756] [ 0.32992801 0.32706035 0.70971691 0.45079523 0.43229545 0.64282685 0.45416594 0.46172328 0.34675889 0.40134878] [ 0.26168506] [ 0.50180555 0.42250161 0.66148462 0.46208154 0.53494283 0.44911961 0.41533366 0.50030895 0.53671575 0.4134256 ] [-0.37945132] [ 0.68189761 0.5360431 0.58738084 0.50425628 0.36118346 0.31986442 0.52974878 0.67760405 0.58152458 0.25593346] [ 0.10276634] [ 0.31353626 0.27357393 0.67669374 0.43231988 0.63750139 0.58869584 0.38462265 0.22219786 0.19955863 0.55459376] Progress: 37.7% ... Training loss: 0.359 ... Validation loss: 0.577[-0.77347971] [ 0.54321236 0.57809717 0.45555552 0.61099633 0.41159735 0.48047072 0.52878202 0.56942275 0.52579636 0.68289552] [-0.11124483] [ 0.76663591 0.45448608 0.64869079 0.39652314 0.38857558 0.28858735 0.4992161 0.46339066 0.55944572 0.30752993] [-0.31297685] [ 0.43098418 0.63962574 0.52303965 0.59755541 0.29980748 0.60632791 0.3820253 0.38426004 0.47654598 0.54881541] [-1.02787391] [ 0.67101601 0.64951796 0.4687711 0.40853508 0.53593176 0.45478599 0.46347355 0.57897679 0.41966 0.63541578] [ 0.03931112] [ 0.61828793 0.64293908 0.39437499 0.55006831 0.30461757 0.55700212 0.41849304 0.43442071 0.52520605 0.49513337] [ 0.42703509] [ 0.34850377 0.37796386 0.50759358 0.31038242 0.4665974 0.5043362 0.43004627 0.4290392 0.35202003 0.33244786] [ 0.95027521] [ 0.38816675 0.51974464 0.50511386 0.40982473 0.43783852 0.62101914 0.51283208 0.52419673 0.331512 0.40489445] [-0.1682375] [ 0.51251109 0.736903 0.50024822 0.49584909 0.32888331 0.64618519 0.50141494 0.52762399 0.58720112 0.62496933] [ 0.40938584] [ 0.65643568 0.3504777 0.66523904 0.2184837 0.37668236 0.38438568 0.62295643 0.73217204 0.41164793 0.27342782] [ 1.38779105] [ 0.65492155 0.6516508 0.51296592 0.48057009 0.34744744 0.28478214 0.57887963 0.71461858 0.60701364 0.36616527] [ 1.01606241] [ 0.76234945 0.40075631 0.65732749 0.24474611 0.41482103 0.24970636 0.58544409 0.56880856 0.49495343 0.38085806] [-0.15110121] [ 0.48554543 0.68049424 0.46281886 0.54351189 0.31192613 0.49442135 0.39630091 0.56677429 0.51461208 0.47002303] [ 0.12475343] [ 0.53142587 0.37975302 0.63680698 0.27747426 0.47527831 0.36159057 0.50006859 0.47426764 0.47170901 0.32127969] [-0.43720018] [ 0.51606001 0.74005801 0.36318937 0.6078905 0.33685368 0.39313471 0.37948717 0.57256818 0.63455502 0.45526566] [ 0.00644479] [ 0.39040151 0.56655191 0.46151032 0.41151268 0.47748513 0.65411221 0.42852496 0.52496559 0.4910162 0.50633129] [-0.11064066] [ 0.36159855 0.65855017 0.37864196 0.66462684 0.4146918 0.67006859 0.42273232 0.51235253 0.44993799 0.51394474] [-0.4874479] [ 0.39513751 0.32482246 0.60481302 0.63921393 0.40660636 0.60772911 0.40087347 0.36664989 0.39278526 0.34222669] [ 0.34102166] [ 0.52222836 0.54364587 0.5011292 0.54221854 0.31299115 0.3501023 0.54315318 0.69489216 0.62940592 0.24943034] [ 0.20143971] [ 0.69872768 0.62149412 0.58176624 0.36195541 0.40666798 0.35492739 0.52071375 0.71450949 0.72215313 0.36560781] [-0.12776192] [ 0.72538857 0.51266973 0.59909161 0.41615755 0.24065444 0.30948383 0.49199291 0.61140607 0.5054621 0.32756074] [-0.42265837] [ 0.72775732 0.39784148 0.53930178 0.31704012 0.365386 0.23248035 0.52073486 0.61394118 0.49672907 0.28721668] [-0.4715959] [ 0.61096572 0.46455724 0.51382726 0.40120101 0.36153128 0.38811202 0.58114404 0.67621113 0.48314496 0.34695391] [-0.91016691] [ 0.59030869 0.72679659 0.38028349 0.49920093 0.41042262 0.53001989 0.5596313 0.58847623 0.52487713 0.41393074] [ 0.50508157] [ 0.86008463 0.591518 0.64051145 0.27825122 0.4073806 0.29030202 0.62166719 0.68497054 0.56726467 0.38980368] [-0.33626675] [ 0.59691264 0.79082139 0.47150089 0.50789877 0.45919897 0.58983279 0.53832773 0.56043143 0.65360574 0.61065422] [ 0.25954384] [ 0.28069318 0.52027054 0.48394789 0.52887228 0.43987441 0.65067747 0.32070252 0.42072347 0.36070155 0.50115605] [ 0.04355731] [ 0.68934175 0.6937982 0.50783546 0.49921037 0.27592598 0.35466151 0.45856387 0.54541919 0.6706625 0.42691263] [ 0.29783421] [ 0.30922227 0.67331816 0.35345301 0.67521058 0.48454899 0.7081717 0.36275679 0.4343249 0.45894067 0.65831975] [-0.09630951] [ 0.43498175 0.57323102 0.50551909 0.5650659 0.51242477 0.64171675 0.35397896 0.5763012 0.59813522 0.47552407] [-0.23815497] [ 0.60033538 0.74624522 0.50887845 0.54461435 0.33833805 0.5672559 0.46458721 0.56384852 0.61122342 0.51429409] [-0.16917744] [ 0.57997378 0.36512653 0.53700637 0.31706317 0.35971481 0.34233292 0.48084251 0.5272663 0.41888326 0.27418263] [ 0.28760764] [ 0.30546709 0.51812577 0.59818306 0.49955043 0.57118722 0.69246944 0.38365907 0.27206386 0.37151973 0.61729014] [ 0.02214001] [ 0.47800039 0.71910157 0.50250988 0.43778031 0.49488833 0.52097265 0.46628025 0.68178741 0.67205174 0.49338841] [-0.1506478] [ 0.48337288 0.65344044 0.50321091 0.58601081 0.31884411 0.49708931 0.51824321 0.60743094 0.52450941 0.44713913] [-0.10706058] [ 0.32817571 0.55176567 0.48612918 0.49778038 0.40934983 0.51209207 0.39065281 0.45904824 0.44704819 0.44370974] [ 0.4550214] [ 0.6423701 0.5258208 0.52854388 0.40847139 0.27586954 0.38018221 0.46995994 0.62026223 0.55685557 0.35011362] [-0.42972447] [ 0.49997423 0.5673329 0.46893126 0.49322309 0.3680453 0.4636808 0.430374 0.50016351 0.5304712 0.45265987] [-0.49888102] [ 0.62870199 0.70736558 0.44522613 0.416783 0.33939885 0.45144615 0.49476012 0.58971802 0.63017333 0.5233701 ] [ 0.20314752] [ 0.34058272 0.5510557 0.53437225 0.67366523 0.36027342 0.68202679 0.29534784 0.5371532 0.55318971 0.47604593] [ 0.18071981] [ 0.57551324 0.73069126 0.53477423 0.57979937 0.48686425 0.50510867 0.54351689 0.58330109 0.62022909 0.54439102] [ 0.06478624] [ 0.39618643 0.63607878 0.53333447 0.7550895 0.55582476 0.73496404 0.40642158 0.45512346 0.53650102 0.60585176] [-0.58719777] [ 0.44092753 0.64993818 0.39587728 0.48100632 0.3407168 0.43972287 0.43288223 0.5285144 0.60290664 0.42057377] [ 0.66621373] [ 0.69607413 0.47854911 0.62687204 0.32139025 0.40388523 0.39704251 0.54689773 0.61849125 0.40428694 0.40338604] [ 0.02843196] [ 0.40118602 0.65578507 0.47717279 0.52979854 0.40778007 0.55733764 0.49182178 0.43186325 0.54658861 0.6314823 ] [-1.23124591] [ 0.53697563 0.65453097 0.4770733 0.4774803 0.37821838 0.37613997 0.47152364 0.74640545 0.60560045 0.33244474] [ 0.20730948] [ 0.39579228 0.68004911 0.3443329 0.51378819 0.38938447 0.78385959 0.33723627 0.66504439 0.55523149 0.58621369] [ 0.52030702] [ 0.7305966 0.59455921 0.59693092 0.47720311 0.44292856 0.49311281 0.46889886 0.62902651 0.60995271 0.46553118] [ 0.00296681] [ 0.26052954 0.67429274 0.3857414 0.63725356 0.31409869 0.58573414 0.42646029 0.42815847 0.60977913 0.5588934 ] [-0.29402799] [ 0.52991175 0.43830616 0.64133182 0.33609516 0.4442501 0.54494404 0.53728686 0.65657838 0.48390179 0.43003283] [ 0.16328515] [ 0.48716793 0.30886484 0.60694675 0.28024872 0.48699654 0.57274927 0.42659362 0.37019306 0.27570339 0.41297798] [-0.69952564] [ 0.46390024 0.72588431 0.37577366 0.60313844 0.37687361 0.49603385 0.35057543 0.51759564 0.51076039 0.54106108] [-0.99125304] [ 0.48679922 0.73392648 0.33520717 0.5969401 0.31316382 0.36463863 0.38814723 0.54061129 0.62403449 0.51706247] [ 0.33449058] [ 0.7299227 0.43941292 0.60681159 0.31939708 0.34789045 0.39972408 0.57835512 0.70444761 0.51744438 0.2580063 ] [ 1.23614539] [ 0.31573546 0.61733907 0.36540029 0.60742912 0.42422817 0.48433109 0.43976441 0.65759908 0.64715365 0.44556771] [-0.07205586] [ 0.30086749 0.59649429 0.47800503 0.49771836 0.47301541 0.77077333 0.39355016 0.53384596 0.56908256 0.62599732] [-0.72926815] [ 0.81039552 0.54270636 0.57703487 0.33764262 0.44827714 0.39857698 0.57115886 0.5910093 0.5659443 0.35265978] [-0.11285226] [ 0.69109215 0.61330991 0.58012999 0.38083933 0.36460371 0.35956997 0.64332826 0.71073144 0.6153343 0.33978534] [ 2.63105749] [ 0.65972435 0.58012019 0.52926126 0.4073262 0.2307023 0.26778297 0.50432477 0.73891708 0.49873359 0.29935727] [-0.20637377] [ 0.5772339 0.69709295 0.54876398 0.65991526 0.4329893 0.54649164 0.43519348 0.58611627 0.56388148 0.43721792] [-0.9656878] [ 0.57294165 0.7584048 0.52476564 0.50287893 0.36783039 0.46584966 0.51406136 0.64011717 0.59411168 0.47154231] [ 0.05775242] [ 0.57222516 0.613292 0.49691339 0.47442172 0.38213256 0.31391305 0.50716865 0.55212327 0.56255859 0.3821465 ] [ 0.45637325] [ 0.60306398 0.516066 0.60757318 0.43294715 0.48509769 0.51464135 0.5182341 0.56775115 0.58660003 0.39628512] [-0.38074671] [ 0.35915945 0.62928655 0.3803395 0.71014368 0.29712568 0.65930953 0.41724245 0.56248168 0.47044171 0.47887209] [ 0.77349268] [ 0.44810484 0.61593136 0.50377277 0.6305861 0.46013606 0.44142571 0.3514472 0.56601635 0.62903852 0.39540019] [-0.69671308] [ 0.49308617 0.63370342 0.49743128 0.47296302 0.44398458 0.66239168 0.51159412 0.51108533 0.62509795 0.50407247] [ 0.18750577] [ 0.81495128 0.56496616 0.54152471 0.39526972 0.27059775 0.33230216 0.52630458 0.6077851 0.5669965 0.36217375] [-0.83411621] [ 0.60243823 0.62936314 0.45074558 0.58021016 0.32527952 0.35648166 0.54243894 0.70696601 0.60163076 0.31560142] [ 1.18946712] [ 0.61684752 0.5180485 0.57390791 0.35896859 0.34810952 0.31384773 0.48829573 0.69722564 0.43117167 0.29475855] [-0.23379382] [ 0.62876877 0.63113907 0.51849388 0.38629311 0.36650485 0.5560176 0.53403579 0.64249973 0.55797053 0.45416873] [ 0.03659726] [ 0.68147748 0.44168078 0.62806968 0.4254088 0.413987 0.36534076 0.57959867 0.73508403 0.5236405 0.28996505] [-0.09179198] [ 0.61699978 0.66007759 0.44237893 0.50403777 0.3121288 0.33516543 0.49889005 0.68586163 0.57654741 0.43105338] [-0.68290688] [ 0.59858053 0.48772122 0.48380942 0.49484995 0.32792416 0.40402774 0.39715839 0.59285376 0.52722847 0.31813575] [ 1.84327452] [ 0.56921687 0.5614521 0.48628226 0.47529552 0.40705398 0.42463588 0.53930969 0.64278736 0.50587619 0.36328277] [-0.54757058] [ 0.50172694 0.33701536 0.54945258 0.33678337 0.5244356 0.54275843 0.50574215 0.68015246 0.44400867 0.29531066] [ 0.523498] [ 0.57698722 0.38107512 0.64793614 0.35169624 0.48054745 0.40411445 0.39287875 0.51627741 0.40871965 0.45529131] [-0.27401432] [ 0.51300034 0.52485133 0.5021627 0.2909002 0.38610493 0.54240881 0.43969507 0.53848716 0.39013642 0.41546546] [-0.36932646] [ 0.50574836 0.48240632 0.53423766 0.3308117 0.45190734 0.45032342 0.55429324 0.52645007 0.37025734 0.44562159] [-0.8783611] [ 0.55183514 0.52633206 0.64435606 0.35743831 0.56045953 0.54295438 0.50085002 0.51062274 0.52898865 0.48246622] [-0.44400517] [ 0.5298214 0.72415724 0.36411032 0.48646262 0.32740992 0.4795759 0.42957358 0.53096132 0.69162243 0.50128028] [-1.08522004] [ 0.39008633 0.39184389 0.65484044 0.41346873 0.42031806 0.42366294 0.45977319 0.47606093 0.46955239 0.29530805] [-0.86158184] [ 0.62837649 0.70456376 0.48848415 0.51706908 0.43434985 0.54194383 0.48730659 0.5019436 0.50921276 0.50596268] [-0.42873362] [ 0.76796168 0.50117614 0.58617412 0.33443671 0.37000108 0.49139468 0.4430329 0.6930864 0.61216557 0.40210228] [ 0.00343644] [ 0.37127569 0.37468372 0.65738072 0.45373554 0.49421041 0.57349591 0.34994784 0.30599061 0.30360304 0.46737342] [ 0.64040775] [ 0.38483746 0.55022982 0.4787006 0.52513118 0.42185273 0.39297496 0.43073056 0.4608254 0.53801692 0.43135913] [-1.05996122] [ 0.8202062 0.6581829 0.63428205 0.37518835 0.42081732 0.47892444 0.6019419 0.6653087 0.69406019 0.47865909] [-0.5873395] [ 0.32160608 0.50249198 0.61754317 0.54528153 0.33976138 0.53885734 0.44093952 0.59952523 0.48868817 0.43443503] [ 0.07847196] [ 0.59760225 0.32716026 0.64112763 0.46588944 0.54379466 0.55227273 0.53610904 0.58295596 0.39600218 0.4183334 ] [ 1.0359077] [ 0.38204326 0.48543811 0.58413869 0.47677569 0.35740201 0.45637815 0.50689085 0.59257782 0.56801552 0.31180312] [ 0.88446823] [ 0.82882457 0.64335645 0.6540002 0.27205626 0.40850616 0.34698628 0.603813 0.70527867 0.68915978 0.39760754] [-0.42269495] [ 0.51706225 0.38636194 0.67162309 0.38672115 0.50555173 0.54254524 0.41899168 0.57630361 0.50625307 0.41679397] [ 1.34594552] [ 0.6029889 0.53821262 0.56492174 0.44044015 0.29868756 0.45522306 0.51895863 0.66587528 0.52540338 0.44443168] [ 0.28760764] [ 0.30546709 0.51812577 0.59818306 0.49955043 0.57118722 0.69246944 0.38365907 0.27206386 0.37151973 0.61729014] [ 0.24017179] [ 0.40782885 0.70443871 0.40306425 0.6334858 0.41265301 0.62582939 0.44354315 0.57458902 0.5295028 0.63357712] [-0.00787136] [ 0.75281589 0.47176798 0.56751407 0.34638733 0.35072113 0.23804275 0.63731078 0.74253618 0.52005896 0.21841946] [-0.61256059] [ 0.79518309 0.58567122 0.65210133 0.26310728 0.46295324 0.50206364 0.62668295 0.54656967 0.49938415 0.45236268] [ 1.85078831] [ 0.62620311 0.52382998 0.53512505 0.50691944 0.3746793 0.50055192 0.43677946 0.54956688 0.51020749 0.40791308] [ 1.03303013] [ 0.73033161 0.51077814 0.56589116 0.46550126 0.26224226 0.27777425 0.49468165 0.64689161 0.48062237 0.41882604] [-0.17926961] [ 0.5329723 0.77948885 0.34461517 0.50736801 0.25894289 0.39348195 0.53423777 0.68968904 0.65969051 0.39483615] [-0.36611648] [ 0.60209995 0.4186133 0.66673431 0.2377569 0.42367173 0.40736284 0.47171586 0.6066556 0.49238756 0.41482525] [-0.01102207] [ 0.54121861 0.57660752 0.56517983 0.59509958 0.30543635 0.46567236 0.38766675 0.42555208 0.57667204 0.48636315] [-0.40696921] [ 0.5548268 0.8048323 0.38848972 0.67714107 0.36819997 0.5291485 0.39360536 0.67617376 0.65806448 0.5514859 ] [-0.22721208] [ 0.28891506 0.62296098 0.39399835 0.68849819 0.27944261 0.62917298 0.38748494 0.45901052 0.48233022 0.54085471] [-0.83054339] [ 0.75805782 0.67097378 0.5255257 0.26090638 0.36303023 0.30419249 0.54511761 0.64642536 0.59741323 0.50083909] [ 0.17485505] [ 0.61611546 0.64008874 0.54825522 0.35243575 0.34727012 0.36716612 0.54561776 0.59335058 0.6181068 0.38079124] [ 0.90285792] [ 0.50231203 0.65553486 0.55693609 0.57359477 0.44926552 0.53128684 0.38146183 0.60390597 0.50479772 0.55579467] [ 0.16851239] [ 0.3847334 0.60219908 0.54091346 0.39992132 0.54815128 0.53798677 0.38660047 0.40969197 0.60536505 0.53865704] [ 1.0689985] [ 0.62552981 0.39319761 0.64575514 0.2753724 0.46623292 0.33690303 0.43324866 0.51287034 0.49619998 0.33395083] [ 0.30985596] [ 0.42969829 0.31955807 0.61553618 0.53973875 0.46199066 0.41052474 0.42930436 0.48926506 0.35460502 0.62939594] [-0.89760843] [ 0.62649801 0.64808808 0.44820342 0.61564243 0.27767482 0.47616427 0.40477706 0.46482222 0.57901522 0.4308153 ] [ 1.04097764] [ 0.85134442 0.43792428 0.58095881 0.41951426 0.31829215 0.18481869 0.6566735 0.81751405 0.4648669 0.39372134] [-0.35131377] [ 0.46605122 0.62884684 0.43156459 0.52286439 0.30964126 0.49635638 0.57477151 0.65811631 0.58970097 0.35891252] [-0.04074425] [ 0.45131769 0.60769919 0.40412221 0.52787122 0.33123105 0.4522804 0.4549885 0.58098204 0.4980979 0.40800303] [ 0.30582446] [ 0.27911692 0.48428325 0.52426111 0.62537451 0.40716793 0.73302946 0.38431849 0.42093072 0.48834261 0.49372726] [-0.02672936] [ 0.31480825 0.55035874 0.44477818 0.60968014 0.40171704 0.6988741 0.42378235 0.44915985 0.4753414 0.55784093] [-0.08088756] [ 0.49918018 0.60961284 0.54172673 0.5131977 0.50676029 0.59086627 0.43035277 0.45340127 0.52556768 0.52671092] [ 0.91028865] [ 0.82689965 0.59987996 0.62877947 0.32757189 0.42081773 0.32780622 0.57447403 0.72119825 0.62124717 0.34197721] [-0.46753765] [ 0.57116612 0.59609827 0.52500115 0.5051427 0.47864974 0.47309303 0.42660578 0.55001984 0.59907718 0.56323277] [-0.17896408] [ 0.44554897 0.77422673 0.40538954 0.6240063 0.30769562 0.41728483 0.37102018 0.56951152 0.57005342 0.56792077] [ 0.23577373] [ 0.5145665 0.61209526 0.50409827 0.38646051 0.26775037 0.34835252 0.47159422 0.65053078 0.54694541 0.41591422] [-0.58796746] [ 0.42123023 0.45093109 0.63177919 0.37951495 0.49006095 0.44769063 0.46488639 0.49070057 0.45238487 0.46472205] [-0.20925032] [ 0.50811555 0.52824038 0.49453793 0.36639523 0.53379154 0.66737485 0.40994073 0.52519131 0.44102183 0.53525962] [-0.12611876] [ 0.6022651 0.61271404 0.47262472 0.60229385 0.34352807 0.6102083 0.49038256 0.57019841 0.47302459 0.49746551] [ 1.29077635] [ 0.55774261 0.3283121 0.61050159 0.39744162 0.42169663 0.37747774 0.52017535 0.64162471 0.48169687 0.24502223] [-0.13675114] [ 0.37540923 0.73508986 0.45641384 0.54508624 0.33212748 0.59102231 0.42534876 0.54938404 0.56344611 0.57673175] [ 0.55706482] [ 0.64842093 0.7216004 0.58906614 0.30634074 0.4723952 0.46871475 0.5785355 0.63638854 0.57554729 0.56877306] [-0.03246285] [ 0.55511906 0.71485967 0.44563292 0.58139883 0.40392499 0.6225239 0.38047246 0.54921714 0.53395732 0.55982844] [ 1.209122] [ 0.62510802 0.59416986 0.56905448 0.42677142 0.43743902 0.52725951 0.51070392 0.62968434 0.57762751 0.54996604] [ 0.09214419] [ 0.70553254 0.70430572 0.50131201 0.55081469 0.39685712 0.4179057 0.43517533 0.67600442 0.58428327 0.50316509] Progress: 38.0% ... Training loss: 0.365 ... Validation loss: 0.576[ 0.38621917] [ 0.62037944 0.57246609 0.55473106 0.51909475 0.41156956 0.5307027 0.46351135 0.64495816 0.54604248 0.45734381] [-0.34631557] [ 0.37061685 0.29757561 0.66717453 0.53074926 0.54823446 0.54582995 0.49331305 0.41257519 0.36183974 0.62031352] [ 0.00592735] [ 0.30696324 0.40176055 0.64736547 0.35494527 0.53603159 0.45381145 0.37248759 0.40040049 0.33848692 0.45049689] [-0.35970239] [ 0.50679047 0.59341158 0.47679638 0.40843317 0.4563231 0.51459117 0.44357142 0.42604895 0.48853532 0.43376898] [-0.27382991] [ 0.52796694 0.74884403 0.43848266 0.68305373 0.48569946 0.67638612 0.37685074 0.53363861 0.49527368 0.67292093] [-0.03786019] [ 0.32105077 0.46951262 0.67967505 0.37737731 0.51039045 0.62799994 0.41631866 0.44137456 0.52473164 0.57664375] [-0.61863128] [ 0.51243345 0.53480624 0.54973508 0.47120738 0.44713675 0.60012904 0.47136111 0.50916468 0.38943945 0.50684262] [ 0.00509532] [ 0.46452877 0.69450892 0.35985914 0.47346329 0.32722996 0.57049378 0.40337641 0.54995791 0.5390149 0.55524985] [-0.69076974] [ 0.72164241 0.62659607 0.5511907 0.51174058 0.26737478 0.28811507 0.47056313 0.56689234 0.66852237 0.35168615] [-0.17141243] [ 0.37262091 0.69478827 0.38145912 0.65198536 0.47996866 0.61221619 0.36217166 0.53347194 0.48436638 0.68993141] [ 0.10678159] [ 0.57521447 0.59935444 0.53377104 0.33002067 0.36299567 0.39350966 0.57641521 0.47392729 0.65352378 0.41135752] [-0.80640411] [ 0.52628446 0.70114125 0.36329971 0.55440722 0.46187491 0.49418975 0.51831075 0.45595619 0.47501334 0.52479385] [-0.62571353] [ 0.79812753 0.66255373 0.55427724 0.32867606 0.39089966 0.37490983 0.51663569 0.63901874 0.72310933 0.38667979] [-0.07135126] [ 0.52032607 0.54958093 0.48340862 0.54195367 0.34216746 0.49382742 0.40848827 0.46707358 0.49193379 0.52353074] [-0.20212845] [ 0.50417762 0.66145952 0.48859116 0.55634922 0.36430351 0.46107934 0.40862644 0.50792265 0.5293474 0.4215724 ] [-0.24346067] [ 0.36673781 0.58314877 0.3842097 0.65315484 0.52711704 0.71410337 0.44597979 0.56554213 0.3692085 0.50966451] [-0.41604325] [ 0.59267747 0.46588482 0.64537112 0.44724413 0.49391786 0.48653129 0.52722715 0.55869422 0.47856786 0.48266732] [-1.2676751] [ 0.61479161 0.69688362 0.53842204 0.63922099 0.34037508 0.43189326 0.39783575 0.65896426 0.55308736 0.40372998] [ 0.06434665] [ 0.37553246 0.51029713 0.64045175 0.35916174 0.49178822 0.63189217 0.43730064 0.39869621 0.52918021 0.55010897] [ 2.00182771] [ 0.6825289 0.50562069 0.49439286 0.37532525 0.28585773 0.26449554 0.48203348 0.73854987 0.55433475 0.23470145] [ 0.28765424] [ 0.69901373 0.688477 0.49314737 0.35991732 0.33713734 0.27097478 0.51956896 0.63011415 0.61997485 0.50424968] [ 0.54434] [ 0.74279783 0.52050914 0.59559324 0.26283833 0.33917309 0.33259752 0.50744665 0.73759221 0.49631714 0.35820627] [-0.43912431] [ 0.40656467 0.26084233 0.65779166 0.34024959 0.55099268 0.41094127 0.47544831 0.33363065 0.43478503 0.25384602] [-0.26262218] [ 0.44097995 0.41300515 0.49189264 0.39173364 0.49281957 0.56470476 0.36606034 0.51801934 0.45791307 0.34695417] [-0.43126463] [ 0.37047834 0.36620629 0.54888608 0.30502995 0.49279244 0.50889597 0.44592328 0.52818991 0.49450954 0.35449092] [-0.23012743] [ 0.53392368 0.64281927 0.49394351 0.56873694 0.35444662 0.37591661 0.48535362 0.66061532 0.595075 0.54908114] [ 1.05014375] [ 0.71456008 0.49052777 0.6464268 0.31057251 0.50448441 0.29538462 0.58569534 0.69015588 0.5560655 0.26551587] [ 0.13004275] [ 0.64645574 0.59594851 0.50940218 0.51875031 0.34886892 0.42452266 0.5851635 0.66213401 0.54336433 0.41827371] [ 0.64580825] [ 0.42892141 0.63728783 0.44478961 0.66547445 0.27568821 0.54002191 0.44286782 0.4734282 0.56750143 0.5537267 ] [-0.85917525] [ 0.59972356 0.48419122 0.51525959 0.48143179 0.58954138 0.5870597 0.37295395 0.5754386 0.42172189 0.47333404] [ 0.35707694] [ 0.69865943 0.49071644 0.65634832 0.4005309 0.48146504 0.40607798 0.63946004 0.57382648 0.49872797 0.36547412] [ 0.19082511] [ 0.38819502 0.66072057 0.35724372 0.53504421 0.4279731 0.66904983 0.3520361 0.60873253 0.51428422 0.63819366] [ 0.10612593] [ 0.70011851 0.59267286 0.61294609 0.33914252 0.52034624 0.37296009 0.50740762 0.58146905 0.58016362 0.42421226] [ 1.25756844] [ 0.42212826 0.60299579 0.49805418 0.46192711 0.4037701 0.46903745 0.44998937 0.58459821 0.57948091 0.38154148] [-0.49847611] [ 0.54713909 0.69594639 0.46638242 0.50458032 0.31574784 0.41465182 0.45955866 0.61004196 0.53967641 0.50237651] [ 0.51570067] [ 0.49527159 0.71882768 0.37647433 0.61995314 0.24977431 0.50926091 0.44370037 0.5001326 0.58628945 0.50173489] [-0.72082612] [ 0.39573307 0.77965725 0.38809936 0.55228195 0.27741161 0.54726518 0.42189401 0.50839637 0.63414415 0.57817585] [ 0.07019175] [ 0.37338118 0.50469066 0.60769151 0.60726704 0.33689014 0.63220112 0.34331972 0.40298564 0.42636455 0.46754374] [ 0.06388219] [ 0.38262418 0.45453999 0.56288247 0.60068254 0.45892561 0.64060592 0.3792066 0.39166571 0.50002276 0.49902252] [ 1.2431984] [ 0.60651627 0.75546257 0.47511217 0.41896684 0.30630114 0.43856669 0.50327931 0.60454856 0.61711758 0.50085142] [ 0.19969405] [ 0.69338566 0.54011673 0.61567504 0.36661464 0.46604412 0.41387782 0.54990295 0.60048001 0.5188646 0.42771092] [-0.54763238] [ 0.45347716 0.57103582 0.46559226 0.45086542 0.39024574 0.56518091 0.4995653 0.6881981 0.47092039 0.42740864] [ 0.56288809] [ 0.65887201 0.60522457 0.51987111 0.45411724 0.32068565 0.43774514 0.51644653 0.47807237 0.53183209 0.52025563] [ 0.64201818] [ 0.36549146 0.54154953 0.42567277 0.58866352 0.32915494 0.38908846 0.37267214 0.46350351 0.50629226 0.39382315] [-1.00393248] [ 0.81862106 0.71523228 0.57301739 0.35261386 0.42312328 0.3672301 0.59973067 0.65726186 0.58606242 0.63027013] [-0.6317287] [ 0.54218787 0.55692107 0.51638158 0.54760394 0.31758022 0.44166497 0.33007045 0.46798832 0.4387161 0.42450162] [-0.0778527] [ 0.37948525 0.33757077 0.69161255 0.33323905 0.5359386 0.50038319 0.41457115 0.41826781 0.30975595 0.48728177] [ 0.19071974] [ 0.35718351 0.77481358 0.36508604 0.72303455 0.49899813 0.68083331 0.31664812 0.47638313 0.57852526 0.6638272 ] [ 0.37782669] [ 0.59281927 0.45530714 0.66003006 0.45072817 0.56611643 0.48791466 0.49541933 0.52622899 0.47837467 0.41562725] [ 0.14800107] [ 0.57653554 0.50099849 0.61504885 0.40557951 0.31724655 0.50755798 0.48970363 0.63468713 0.56887922 0.35189659] [-0.36070585] [ 0.71639491 0.22744116 0.73564392 0.24284473 0.41942574 0.40303364 0.4970883 0.5771361 0.40523018 0.24330265] [-0.365391] [ 0.33305063 0.47776216 0.48633149 0.58067662 0.47720974 0.56924562 0.43148549 0.39836587 0.48620701 0.49026449] [-1.31154117] [ 0.84104467 0.67148422 0.61994322 0.36731754 0.39165935 0.37909878 0.5953051 0.6945132 0.71932509 0.37989417] [ 0.00571679] [ 0.30912486 0.54820776 0.57023872 0.5787661 0.33851872 0.5365615 0.35114977 0.52252417 0.47961204 0.45548833] [-0.17637167] [ 0.44807621 0.44113854 0.58269082 0.48433865 0.41758319 0.60697693 0.47880737 0.57321434 0.36750092 0.44558189] [-0.83457209] [ 0.70689461 0.68900388 0.49609363 0.37804191 0.50632645 0.3353301 0.53743738 0.62465699 0.64641702 0.31877318] [ 0.02545075] [ 0.51598032 0.57548355 0.44533611 0.55372342 0.38587428 0.61861781 0.52887188 0.75056479 0.43681816 0.43882163] [-0.25767082] [ 0.41877467 0.81666117 0.47241881 0.64176099 0.44735054 0.72713353 0.51984708 0.51021284 0.67056523 0.68573464] [-0.08865213] [ 0.35493747 0.63569249 0.36595518 0.6399201 0.47837748 0.61368069 0.36014259 0.45332745 0.45094199 0.55141582] [-0.47662895] [ 0.43530816 0.32047996 0.72506183 0.35558049 0.45139731 0.56745103 0.45379185 0.37051625 0.42316152 0.40277213] [-0.47979355] [ 0.39736086 0.65254272 0.52743095 0.62338223 0.48957441 0.62265934 0.4501842 0.50676601 0.53377588 0.52316042] [-1.1464606] [ 0.72157428 0.40859968 0.62607108 0.23132751 0.43723125 0.39217061 0.46426139 0.65847115 0.38816954 0.43394088] [ 0.75805545] [ 0.61267328 0.57122636 0.5271878 0.33974781 0.39293826 0.46495548 0.49372883 0.73057796 0.63492491 0.35639459] [-0.31068932] [ 0.30080322 0.40581031 0.46521439 0.63602036 0.45560653 0.68696265 0.41183205 0.50205853 0.31991411 0.33914357] [ 0.09983392] [ 0.34981003 0.49694909 0.61985532 0.45013242 0.6291685 0.55725706 0.34379068 0.37567645 0.48070575 0.51347486] [-0.31416232] [ 0.65379339 0.65284171 0.50941722 0.32540406 0.27362502 0.29749913 0.45829491 0.64897286 0.61353632 0.38675633] [-0.66481558] [ 0.48876791 0.47944766 0.51961069 0.31585394 0.43878039 0.3762428 0.49071697 0.56491547 0.4747014 0.42472984] [ 1.00141363] [ 0.38747439 0.57888663 0.4328382 0.4120077 0.40588426 0.52867135 0.4187781 0.6297191 0.52195462 0.36163038] [-0.16604391] [ 0.66196397 0.55886642 0.59501541 0.42244769 0.35835773 0.44034465 0.47646459 0.47306561 0.56314522 0.49525088] [-0.4385966] [ 0.51934571 0.74371923 0.38555975 0.75919755 0.42105398 0.50420571 0.42577447 0.66116594 0.60594611 0.76895407] [ 0.07661889] [ 0.48189993 0.6743364 0.5762298 0.63233892 0.51473064 0.66540782 0.43316254 0.50290174 0.50692403 0.56511037] [-0.09721468] [ 0.53827393 0.67261418 0.45512745 0.64784955 0.33019939 0.64837862 0.43901483 0.66893757 0.61004363 0.60855134] [-0.69596077] [ 0.48085146 0.7453032 0.39118974 0.5725397 0.25062846 0.51803591 0.39706869 0.57301025 0.55637784 0.53368385] [-0.11699995] [ 0.27807342 0.59345156 0.40332657 0.5583076 0.42768328 0.73702078 0.40825469 0.5779442 0.59129035 0.53406864] [-0.21096055] [ 0.41127958 0.72508625 0.43904156 0.63143922 0.54722041 0.65200264 0.53308386 0.50515532 0.53834773 0.62623205] [-0.24204491] [ 0.36444202 0.64364233 0.52263759 0.68683617 0.44850455 0.6572041 0.39755361 0.46680994 0.51269109 0.52163508] [ 0.06147122] [ 0.53847836 0.82391879 0.33228552 0.48289833 0.33443204 0.55648066 0.45468614 0.51485615 0.64079239 0.71866939] [ 1.43782453] [ 0.76655129 0.54693158 0.64291116 0.27039816 0.42757974 0.31597698 0.56020173 0.56189654 0.56855437 0.31248324] [-0.31168438] [ 0.44768327 0.70401329 0.37995059 0.60688355 0.28016025 0.6109063 0.37300285 0.62235774 0.53350508 0.60599203] [ 2.46600055] [ 0.7143872 0.54396497 0.52594023 0.30428685 0.31101517 0.18309374 0.46482762 0.69360894 0.54266982 0.34805018] [-1.48209627] [ 0.47117187 0.18329534 0.61055232 0.36288349 0.4507966 0.3816566 0.44982374 0.59707375 0.27653396 0.26152093] [ 0.06031412] [ 0.31800589 0.48509478 0.6184819 0.47282639 0.44910599 0.54896028 0.44716652 0.44771231 0.4649512 0.58053486] [-0.37794041] [ 0.41086426 0.67335224 0.42289796 0.60030899 0.30852383 0.60895781 0.51662647 0.62349535 0.52084391 0.4365086 ] [ 0.03705288] [ 0.31248696 0.6770048 0.43247682 0.61116366 0.38573525 0.74232981 0.3237049 0.56205203 0.57348418 0.59916466] [-0.14077514] [ 0.42899835 0.66450185 0.39362563 0.6044255 0.38359739 0.45854045 0.35066817 0.53812903 0.50667432 0.6570253 ] [ 0.04416023] [ 0.37957812 0.27349452 0.76630267 0.33006606 0.52534948 0.61044794 0.40074479 0.39569346 0.39464776 0.49039048] [-0.82173267] [ 0.46247431 0.41095928 0.6704675 0.41561821 0.3542951 0.44071768 0.46323393 0.49793418 0.49435659 0.31902681] [ 1.7024144] [ 0.85428092 0.40597368 0.67331797 0.1552633 0.35568585 0.16795251 0.61915164 0.69093866 0.53003828 0.30778197] [-0.72775691] [ 0.59905824 0.48762609 0.48432628 0.4940994 0.32728881 0.40334271 0.3980378 0.59342005 0.52834056 0.31717037] [-0.79373598] [ 0.69366966 0.61704614 0.52963274 0.52391226 0.30946508 0.45864202 0.44433 0.52506471 0.66072049 0.47792767] [ 0.74447348] [ 0.71469328 0.71101656 0.57500815 0.41839821 0.43668645 0.41372052 0.51442321 0.61734409 0.66401053 0.42685641] [ 0.29217948] [ 0.51494548 0.55702995 0.53211483 0.51203038 0.4941175 0.55930626 0.5520611 0.65038806 0.52907596 0.42036402] [-0.19991798] [ 0.41971384 0.34554706 0.71789125 0.29189715 0.57634668 0.68956336 0.45876582 0.40663685 0.29155773 0.53549951] [-0.01640704] [ 0.25373353 0.37180252 0.59957519 0.5088502 0.46226692 0.63689156 0.51888773 0.40230385 0.41389042 0.49707115] [-1.23930591] [ 0.79238608 0.47420542 0.56469539 0.26946887 0.34603031 0.26384548 0.62475452 0.62135325 0.60248814 0.32478852] [-0.31708227] [ 0.66249945 0.68434653 0.49657766 0.42058066 0.31571319 0.26549921 0.474958 0.56062293 0.60659956 0.39257313] [ 0.1392892] [ 0.39202967 0.63768639 0.43965184 0.62050051 0.37441639 0.52368816 0.35666903 0.61547948 0.59234848 0.52633918] [-0.02195183] [ 0.30929472 0.47833817 0.51979061 0.43068733 0.49824726 0.68525322 0.40074095 0.32246829 0.44346697 0.5537535 ] [ 0.30085355] [ 0.6618227 0.58573031 0.51511365 0.47402003 0.27764927 0.33890345 0.52437835 0.53944062 0.57904192 0.38564462] [ 0.68428081] [ 0.79456101 0.41120417 0.62778131 0.34361254 0.26350094 0.36283006 0.51460341 0.69804887 0.45832789 0.31518165] [ 0.05569122] [ 0.33045193 0.46830171 0.40786005 0.39050269 0.53996949 0.7206748 0.32712204 0.41637896 0.35009014 0.59049373] [-0.37993121] [ 0.55815055 0.64300741 0.43743523 0.58883665 0.51317904 0.68595856 0.4448351 0.66849326 0.50171672 0.55986554] [-0.43721824] [ 0.77637948 0.65180859 0.5400354 0.48605392 0.38777467 0.51171917 0.42543718 0.70456039 0.64997284 0.41832287] [-0.49124602] [ 0.77058 0.3466063 0.57500171 0.41153257 0.46712066 0.31778142 0.57909678 0.57636211 0.42201549 0.29105863] [ 0.45464912] [ 0.77354096 0.46854102 0.56927063 0.24603314 0.3341178 0.27657825 0.56384293 0.73279976 0.53040941 0.27511444] [ 0.42075589] [ 0.23762836 0.39919292 0.64719534 0.59086897 0.55878219 0.7315195 0.40847974 0.33509732 0.36283969 0.67527096] [ 0.38282958] [ 0.44993422 0.47871179 0.51495865 0.5316124 0.46632524 0.30292538 0.55537066 0.59019412 0.52287991 0.47045336] [-0.4319694] [ 0.35511021 0.41960377 0.62511646 0.41026608 0.52981415 0.68329821 0.42072804 0.55924256 0.39641177 0.48452008] [-0.34336603] [ 0.76758427 0.5059971 0.56087289 0.30049216 0.34343988 0.24610543 0.50446925 0.66068579 0.51729255 0.35621102] [-0.78112894] [ 0.79730456 0.68538948 0.47129002 0.3452686 0.29957648 0.25432551 0.486033 0.67518134 0.59885688 0.42455069] [ 0.33797283] [ 0.25185053 0.62110341 0.38969549 0.37765156 0.45517078 0.58415387 0.39487307 0.44506467 0.45810121 0.5665381 ] [-0.48417832] [ 0.81764856 0.31762135 0.65267585 0.28943215 0.41729056 0.23681066 0.66839077 0.72890969 0.3883962 0.29893143] [-0.19996316] [ 0.40537487 0.7032545 0.53531179 0.56057172 0.37514655 0.53560916 0.46130938 0.56738398 0.59482771 0.48910673] [-0.28337259] [ 0.3335801 0.23716853 0.67295792 0.42198047 0.52179836 0.66445034 0.3569185 0.45276555 0.28771813 0.44589028] [-0.84591828] [ 0.80229923 0.60669721 0.66829787 0.25679108 0.45115451 0.50140337 0.60689184 0.66580125 0.62401022 0.52590359] [-1.16143344] [ 0.46775936 0.38240432 0.6840752 0.34098869 0.44887505 0.39324826 0.50626125 0.57475931 0.4020518 0.37153578] [ 0.13495187] [ 0.63249624 0.37627176 0.6311786 0.28592668 0.51542065 0.46360221 0.4743014 0.65387561 0.4427616 0.43856126] [-0.53190357] [ 0.33407323 0.25741302 0.65782234 0.40290372 0.47191858 0.60377017 0.46391935 0.40187894 0.37101092 0.36153503] [-0.60592883] [ 0.66029761 0.33161841 0.63832087 0.46362368 0.56897822 0.47890537 0.39377016 0.57744163 0.45043857 0.30875157] [-0.16295262] [ 0.40216079 0.50556177 0.58732144 0.43785843 0.51961297 0.51815508 0.37217806 0.41903993 0.47248387 0.47106774] [-0.60014026] [ 0.77269275 0.37293945 0.63675021 0.36208989 0.47774336 0.47371136 0.47545904 0.64831466 0.41634968 0.35065885] [-0.51873958] [ 0.6593433 0.50814055 0.53792693 0.42174219 0.39785518 0.41168108 0.34945283 0.60349593 0.52004724 0.3769009 ] [-0.67491923] [ 0.43318044 0.66743727 0.4539476 0.57561614 0.27117968 0.52023251 0.39310159 0.52772102 0.48459716 0.49640607] [-0.58076152] [ 0.37665968 0.68018827 0.37745125 0.62918885 0.38144229 0.46189494 0.36297938 0.45328234 0.47325821 0.53231156] [-0.35197107] [ 0.47759745 0.16734153 0.77071804 0.25786234 0.459736 0.52719149 0.48395737 0.45415549 0.25224674 0.30008319] [-0.38353923] [ 0.414038 0.49295406 0.5674914 0.48003589 0.51765958 0.55699667 0.3584627 0.45636711 0.37764601 0.61492176] [ 0.72276092] [ 0.64081665 0.65021794 0.45487386 0.54302532 0.31791897 0.25137042 0.45240846 0.60716903 0.56592333 0.47534766] [ 1.04115066] [ 0.51337401 0.65908048 0.39857192 0.52262512 0.29939632 0.35963633 0.42864073 0.59406404 0.55381188 0.37188278] Progress: 38.3% ... Training loss: 0.361 ... Validation loss: 0.579[ 0.47113784] [ 0.64178779 0.75241593 0.4455226 0.55453495 0.15436597 0.24635949 0.46447749 0.75569074 0.64198206 0.30070263] [-0.35428019] [ 0.44721982 0.76129788 0.52197271 0.47316539 0.35264595 0.62167691 0.46990679 0.44289956 0.59813884 0.62572375] [ 0.78591875] [ 0.46580369 0.82744064 0.3762598 0.6328803 0.24305276 0.42123494 0.42026479 0.62786808 0.57447153 0.64742443] [-0.10965529] [ 0.50450578 0.52357704 0.4759331 0.55458951 0.48686524 0.65923547 0.427639 0.53787241 0.49953036 0.51107087] [-0.12802] [ 0.5809929 0.49994282 0.58059909 0.42808027 0.53436382 0.60294872 0.46291692 0.51313565 0.42359408 0.55024929] [-0.68995305] [ 0.62146804 0.70478026 0.48582671 0.52176839 0.43925628 0.55644524 0.48282583 0.48964781 0.50422349 0.51794089] [-0.28196958] [ 0.32511623 0.50543087 0.54298799 0.46879635 0.44982824 0.42431747 0.42732034 0.48971523 0.46835447 0.4918683 ] [-0.06635506] [ 0.28161576 0.6232323 0.39112556 0.69235903 0.28365323 0.64099536 0.38317174 0.44733965 0.47704867 0.5520037 ] [-0.54564819] [ 0.47228615 0.75633851 0.42908928 0.51980381 0.31706964 0.60256245 0.46825668 0.48749211 0.69673505 0.60193417] [ 0.47698473] [ 0.20838429 0.69322651 0.3196073 0.63738301 0.49738761 0.66294829 0.25139771 0.46514025 0.40638117 0.70784892] [ 0.36873427] [ 0.6117428 0.60528128 0.64443572 0.32240007 0.47099477 0.56154268 0.59498253 0.59803339 0.47731696 0.52559522] [ 0.46067167] [ 0.34476002 0.71478604 0.41351196 0.637724 0.50409324 0.66702374 0.38193011 0.57366501 0.49516263 0.67368258] [ 0.78374763] [ 0.49049309 0.49613529 0.58725496 0.42389174 0.43698408 0.60341467 0.37667218 0.64491864 0.59442817 0.48075797] [ 0.28667909] [ 0.50694221 0.70364367 0.52513949 0.59084275 0.37520689 0.69582913 0.44542141 0.50461772 0.55117956 0.62127958] [-0.13688409] [ 0.31129042 0.58523679 0.36956086 0.61573161 0.37952673 0.62056407 0.37552755 0.49143741 0.44584854 0.58297112] [ 1.32412317] [ 0.70923871 0.631843 0.52781267 0.30112979 0.28216497 0.46830372 0.52864728 0.7033453 0.647515 0.46366713] [-0.34328696] [ 0.67010638 0.59812627 0.62284486 0.2906168 0.49691019 0.59511652 0.53568136 0.65091839 0.47521191 0.57471196] [ 0.43995985] [ 0.42879159 0.640305 0.37860197 0.64748906 0.32218832 0.58391949 0.55730701 0.7439703 0.49984521 0.36153701] [-0.08518849] [ 0.7157974 0.39388343 0.61040771 0.43637613 0.46664011 0.33034892 0.56585314 0.58762212 0.36811622 0.44658914] [-0.42357431] [ 0.48413571 0.47440565 0.58877196 0.22653266 0.57902637 0.55026987 0.46940484 0.56349786 0.46647901 0.5482285 ] [-0.198103] [ 0.36830182 0.61186821 0.53500234 0.49816305 0.45384694 0.6303799 0.42630657 0.64514186 0.65031764 0.52378384] [ 0.53587031] [ 0.59951455 0.64320109 0.51805988 0.53124795 0.33026475 0.47428926 0.36707825 0.41719879 0.58690354 0.49747914] [-0.48525779] [ 0.7610089 0.57448618 0.51541556 0.42309483 0.28392626 0.54685206 0.43586299 0.55169683 0.59805936 0.48074222] [ 0.49676099] [ 0.20455056 0.4537514 0.5071864 0.67553121 0.46038143 0.78490138 0.41113739 0.46247719 0.39373017 0.56957739] [-0.3017864] [ 0.56530105 0.58295451 0.53644296 0.39637578 0.42019696 0.61934377 0.42808466 0.71422706 0.64496629 0.52383918] [ 0.0236496] [ 0.41975977 0.62850201 0.4162234 0.49618976 0.48661042 0.68035129 0.2923734 0.5066586 0.42111981 0.68309869] [ 0.58772544] [ 0.53214066 0.53943923 0.54183556 0.43598272 0.35286795 0.57293134 0.5254409 0.69395529 0.48978204 0.39669753] [ 0.12529683] [ 0.32707074 0.34767149 0.59593816 0.37777814 0.53560822 0.60418901 0.46326617 0.35826914 0.4658635 0.45791258] [-0.5438964] [ 0.48387353 0.70672784 0.41589068 0.62289906 0.29444288 0.47698612 0.38975789 0.41976411 0.61739484 0.60562727] [ 1.70628624] [ 0.64494937 0.66930332 0.53838495 0.46810895 0.42689332 0.26996876 0.48605404 0.70056312 0.61980873 0.41156359] [ 0.43381601] [ 0.48702162 0.56693313 0.47795534 0.49268006 0.42498452 0.47858399 0.45284786 0.53932853 0.47733351 0.44097828] [-0.44109861] [ 0.59915351 0.73081976 0.47202978 0.62357383 0.38479653 0.58865009 0.40038614 0.62175465 0.5854282 0.53972281] [-0.40242769] [ 0.57965583 0.39665838 0.57177232 0.33039326 0.42033901 0.55912999 0.49705498 0.54258493 0.31094461 0.37373489] [-0.52645815] [ 0.80160336 0.51856237 0.55953559 0.34154041 0.27435631 0.35034294 0.51242761 0.56673123 0.61540902 0.32571408] [-0.16047104] [ 0.63976011 0.56810616 0.42440464 0.48462216 0.49350482 0.63989991 0.43601643 0.65006339 0.42878718 0.41588625] [ 1.32461267] [ 0.83137413 0.69623528 0.55938192 0.31917884 0.33205169 0.28672219 0.55319105 0.78426509 0.66754381 0.32788602] [-0.11893626] [ 0.35956953 0.48742478 0.43964104 0.37729513 0.44504885 0.55317727 0.38926744 0.59070423 0.42588237 0.40217104] [ 0.35121278] [ 0.20108596 0.61175999 0.44786702 0.62898114 0.40292723 0.77378157 0.41818206 0.52271779 0.52873621 0.55252608] [ 0.27019847] [ 0.29519009 0.58559472 0.43775755 0.62581269 0.45881863 0.7340434 0.44424549 0.41521087 0.42681531 0.61212081] [-0.38682051] [ 0.53007788 0.70485619 0.44503639 0.59182492 0.24299051 0.30139327 0.44529484 0.55740515 0.69031249 0.34659195] [ 0.08816836] [ 0.25793256 0.47858232 0.59056096 0.59189312 0.39678048 0.63542544 0.37393309 0.51688561 0.42994661 0.54902969] [-0.40510311] [ 0.48599083 0.68118634 0.56835599 0.54495469 0.47487048 0.63782134 0.4945783 0.45667034 0.56515798 0.54095088] [-0.29358996] [ 0.39024369 0.34630325 0.65052446 0.35611832 0.47797388 0.45192624 0.56173136 0.4288858 0.46374123 0.34674767] [-0.79923797] [ 0.52887319 0.79106212 0.32426666 0.61729359 0.27396406 0.51479303 0.35863164 0.6224617 0.55635857 0.58560762] [ 1.74766529] [ 0.68118773 0.79782532 0.47436042 0.47321875 0.39042019 0.36774747 0.6086908 0.65427598 0.74096298 0.35904524] [-0.77788269] [ 0.45627618 0.74680633 0.2782183 0.57004528 0.2376554 0.41759801 0.42508066 0.55926146 0.60701494 0.40317116] [ 0.46985974] [ 0.4188549 0.61160017 0.41554356 0.40525118 0.38218584 0.5490501 0.42554053 0.60223754 0.48970732 0.38878485] [ 0.08156522] [ 0.76030177 0.58198734 0.515531 0.25435949 0.36007757 0.24083893 0.49247503 0.59406011 0.58316438 0.31906077] [-0.13647097] [ 0.2749592 0.43128694 0.43734709 0.39060358 0.49725375 0.55641552 0.42786162 0.47711459 0.42265171 0.40263287] [ 0.08481829] [ 0.49676932 0.62590738 0.44276613 0.57772354 0.32507718 0.51507924 0.39995678 0.46858642 0.53528146 0.556923 ] [ 0.58203632] [ 0.4275029 0.69062704 0.39917178 0.71944351 0.22862773 0.56273498 0.30499757 0.42172234 0.56171916 0.50921959] [-0.0254844] [ 0.44940971 0.5488199 0.52436057 0.69273222 0.5330535 0.66615446 0.38852702 0.40075289 0.45827554 0.52261966] [ 0.22941857] [ 0.51655654 0.37177416 0.64095356 0.31078154 0.52316986 0.45142818 0.44361015 0.50267437 0.47072145 0.44263093] [ 0.14487685] [ 0.19021657 0.63129839 0.42403512 0.49778853 0.43363066 0.71282693 0.37966317 0.43531184 0.53457402 0.56785116] [ 0.55710542] [ 0.55184737 0.64244349 0.54814445 0.55668255 0.40075218 0.38135996 0.40639882 0.62254296 0.64958365 0.55003971] [-0.29164324] [ 0.43061747 0.65523154 0.46528554 0.54944812 0.35642884 0.68334666 0.46738222 0.59781826 0.46659434 0.55352742] [ 0.02863591] [ 0.26240947 0.55628462 0.44259038 0.68957182 0.36614748 0.74824586 0.38816276 0.49278371 0.45176012 0.50558614] [ 0.7348147] [ 0.64235039 0.5957474 0.48343624 0.51586336 0.34169163 0.2552661 0.45379484 0.58826394 0.52762637 0.46570932] [-0.27524307] [ 0.45807319 0.68695716 0.57157404 0.61387994 0.46982227 0.64384849 0.42802102 0.55370502 0.51275306 0.5811585 ] [-0.16392479] [ 0.71746246 0.43838 0.50047769 0.380314 0.27132078 0.42853528 0.4607113 0.51242961 0.46657959 0.30348482] [-0.55852223] [ 0.24249907 0.45169126 0.49788405 0.58150168 0.43336461 0.56183353 0.49478604 0.67173791 0.34038058 0.34019323] [ 2.63656017] [ 0.51840208 0.50349 0.46252093 0.51192559 0.32024006 0.21726565 0.4315534 0.65165639 0.50261998 0.3174494 ] [ 0.57301393] [ 0.6255256 0.5525594 0.54313292 0.39486234 0.36042312 0.49434044 0.42107053 0.62907258 0.4379526 0.47891186] [ 0.5875669] [ 0.40130983 0.53422839 0.48991095 0.41466861 0.45055652 0.53286687 0.41963341 0.62291491 0.5392273 0.43184212] [ 0.5531618] [ 0.19736954 0.6290024 0.4667001 0.64992609 0.51946853 0.76069564 0.3562764 0.38808091 0.55123817 0.675042 ] [-0.43094352] [ 0.81062589 0.62333237 0.62706326 0.32753996 0.4895614 0.44390781 0.6123865 0.58010791 0.5550781 0.51869689] [-0.03875121] [ 0.57619749 0.50569954 0.54638945 0.33413005 0.38257823 0.32502868 0.44647603 0.63866036 0.46631883 0.38358529] [ 0.04023938] [ 0.38218152 0.69997611 0.41312043 0.61936301 0.28214704 0.61252903 0.46468151 0.43445239 0.59488046 0.52532806] [-0.25461706] [ 0.33790329 0.53913264 0.50032739 0.46733965 0.42193108 0.49940566 0.39902658 0.4560444 0.439203 0.43752198] [ 0.51010401] [ 0.32191742 0.72064831 0.41712141 0.65313415 0.32380791 0.62225004 0.5255573 0.63871376 0.53045972 0.55317357] [-0.18476087] [ 0.46774203 0.47339976 0.47936509 0.43856936 0.36279421 0.44512552 0.42841071 0.47003276 0.44755307 0.40503442] [ 0.14186873] [ 0.32393799 0.67935217 0.42847146 0.67537469 0.43735537 0.75989462 0.32825213 0.51660984 0.54790161 0.59826306] [-0.17881972] [ 0.23309524 0.65324936 0.36015012 0.63613745 0.40859839 0.5955815 0.36999081 0.54301993 0.62697968 0.53961323] [-0.00417553] [ 0.33816064 0.49564748 0.42555863 0.60634579 0.42925281 0.68439844 0.42026309 0.4478711 0.42019261 0.39323026] [-0.49312392] [ 0.74603528 0.33322945 0.66522312 0.35772952 0.48857968 0.36609797 0.50598143 0.63321171 0.40965777 0.44395708] [ 0.30896166] [ 0.40355167 0.64822929 0.44347453 0.57781111 0.35724083 0.5724461 0.35615802 0.4944697 0.51812659 0.58640809] [-0.34853493] [ 0.53649583 0.7003781 0.43368891 0.64761495 0.25434474 0.49880813 0.35831368 0.44215937 0.55041819 0.49577964] [-0.80348812] [ 0.59829272 0.66262991 0.52223607 0.581302 0.41617443 0.64194145 0.41049784 0.6162178 0.61558053 0.52547746] [-0.23634172] [ 0.57571832 0.59276849 0.62374478 0.28288916 0.54911278 0.479341 0.40759162 0.65359303 0.46430032 0.5138258 ] [-0.66922258] [ 0.71483161 0.50583413 0.62068229 0.2653473 0.4576513 0.33366798 0.54634201 0.55393268 0.51367239 0.38883399] [ 0.23292825] [ 0.52609397 0.62620891 0.60928078 0.49779287 0.52029558 0.71840256 0.42272219 0.56956377 0.45152322 0.60133955] [ 0.60818025] [ 0.59727283 0.40258214 0.61875371 0.26548516 0.45873759 0.54787232 0.47953393 0.62983795 0.4290214 0.3986757 ] [-0.1896757] [ 0.52666501 0.35192778 0.66628837 0.40812337 0.3924679 0.47222425 0.47091311 0.55014111 0.42337279 0.40112303] [ 0.8682373] [ 0.24566737 0.45082262 0.52569894 0.58807323 0.45299742 0.51756265 0.359345 0.43405688 0.55933129 0.4284281 ] [-0.7236918] [ 0.61633799 0.76280387 0.3516622 0.56578073 0.3112274 0.58044743 0.33185457 0.55253997 0.57844872 0.59355789] [-0.13744082] [ 0.31162759 0.5128654 0.48558504 0.65716743 0.49663727 0.54888239 0.49542896 0.53243131 0.40959567 0.63047248] [-0.19732643] [ 0.51714676 0.78171737 0.4510168 0.64546262 0.37957585 0.65691541 0.45603091 0.56090196 0.59074019 0.72867814] [ 0.33847183] [ 0.40263189 0.66148105 0.46130668 0.52807314 0.34772926 0.46137662 0.34175715 0.54317871 0.50272273 0.55102505] [ 1.86542082] [ 0.59968307 0.56165492 0.51763853 0.49614346 0.38315432 0.41624812 0.48612511 0.68015639 0.46112394 0.42476049] [-0.57069172] [ 0.65387694 0.72491163 0.44421939 0.37073576 0.31864493 0.3148533 0.44503999 0.67589574 0.58574428 0.45194673] [-0.05942953] [ 0.47743451 0.59474969 0.46285167 0.56094974 0.34271049 0.4684533 0.44284437 0.52157942 0.6279073 0.45629366] [ 0.68180562] [ 0.40380814 0.59914583 0.48075242 0.491754 0.35724402 0.55081622 0.51698703 0.5152993 0.56195816 0.5008835 ] [-0.28542366] [ 0.63576141 0.56996244 0.46628935 0.53812953 0.30880747 0.3375535 0.41443237 0.44179935 0.5961872 0.32101469] [-0.01288389] [ 0.75444406 0.58866828 0.64730169 0.34401193 0.46715215 0.39958942 0.51079112 0.70228303 0.64905389 0.41128992] [-0.6006153] [ 0.58951515 0.61721266 0.4744689 0.5221288 0.28494869 0.36044671 0.49724954 0.55735808 0.61706035 0.37566275] [ 0.12848542] [ 0.40988473 0.48790934 0.45717626 0.38122085 0.43366944 0.36575848 0.47548938 0.52691183 0.49227914 0.37250666] [ 0.21982641] [ 0.22622663 0.70594958 0.46589212 0.66793441 0.43721958 0.74017185 0.42962261 0.45414304 0.50295819 0.59867868] [ 0.61617459] [ 0.15611646 0.3870936 0.63463524 0.51997376 0.59460291 0.76040817 0.41799467 0.22876982 0.39780976 0.56720136] [-0.04131096] [ 0.59655498 0.6181155 0.50436773 0.50981617 0.45697285 0.47348618 0.46816958 0.54459825 0.50297986 0.54479292] [ 0.3537843] [ 0.63595628 0.60419605 0.50603157 0.33501789 0.38117556 0.31033963 0.46331376 0.5459009 0.59171226 0.40911499] [-0.12047996] [ 0.28025956 0.5122329 0.56335385 0.50335206 0.49935808 0.72153443 0.38573311 0.55466953 0.44093865 0.53305521] [-0.38934588] [ 0.41586952 0.46142258 0.56857126 0.41446926 0.56418092 0.53236245 0.37415239 0.42672949 0.36979851 0.52136989] [ 0.00670632] [ 0.61758948 0.51896704 0.51205384 0.50368881 0.29095973 0.36834069 0.45900974 0.62342226 0.58663901 0.32157068] [-0.05757522] [ 0.43786145 0.37733489 0.65871082 0.34321151 0.45694393 0.41539448 0.44602857 0.44322443 0.4716727 0.33245636] [ 0.00152407] [ 0.2587517 0.23866573 0.73852331 0.45328374 0.51173957 0.62998429 0.45540702 0.34594614 0.28362877 0.48236889] [ 0.34387795] [ 0.25192138 0.502695 0.49160907 0.55749586 0.44281132 0.64539289 0.26345482 0.35991758 0.42230545 0.52778605] [-0.34455029] [ 0.50311622 0.48186496 0.50521881 0.62139409 0.51543891 0.53654919 0.40302473 0.57219132 0.40999241 0.39443798] [ 0.07870225] [ 0.56295724 0.47046811 0.47714651 0.51685503 0.31984936 0.44334821 0.46840694 0.46625494 0.50570606 0.45911501] [ 0.50683733] [ 0.53602877 0.54679236 0.526817 0.371279 0.41281542 0.62174836 0.45659593 0.71791464 0.58908825 0.4448229 ] [ 0.08713096] [ 0.54224994 0.41707846 0.61297834 0.3461357 0.43615681 0.57069967 0.53572577 0.59993641 0.44737816 0.39496337] [ 0.03852819] [ 0.39829121 0.61924454 0.32567081 0.6870874 0.28773164 0.56703875 0.3324647 0.4820001 0.56728085 0.47091831] [ 0.16676066] [ 0.35407419 0.68753991 0.37035319 0.57151892 0.29576261 0.49306593 0.42218453 0.57517195 0.52661607 0.54066566] [ 1.3627352] [ 0.46749905 0.69820628 0.38033759 0.52434864 0.31165829 0.37878436 0.41886965 0.57234359 0.56773692 0.40395072] [-0.05955621] [ 0.54953896 0.68632954 0.47067498 0.50498875 0.31715508 0.55098535 0.42581305 0.43773146 0.5634593 0.5830466 ] [-1.13041175] [ 0.73670108 0.6039498 0.48240742 0.46784529 0.4398289 0.51096626 0.51263747 0.58077282 0.40706265 0.49829074] [-0.25039346] [ 0.41411112 0.64920334 0.38799402 0.64431652 0.26491298 0.33084283 0.46967732 0.5453261 0.59372575 0.37703944] [-0.42473336] [ 0.57202445 0.2055003 0.7770132 0.25083356 0.63620192 0.45681106 0.46396001 0.38799152 0.31099885 0.38736739] [-0.87748208] [ 0.80957826 0.45535425 0.60115787 0.24472052 0.3927792 0.44591318 0.47401566 0.61657282 0.52463587 0.41828134] [ 0.45309861] [ 0.3047652 0.45401604 0.52409323 0.43398509 0.47998934 0.63402199 0.34264288 0.42519601 0.42526036 0.51005269] [ 0.0838292] [ 0.31285717 0.57566516 0.55082622 0.53562333 0.48938754 0.67133515 0.41866696 0.40214192 0.50289018 0.59195328] [ 0.19025477] [ 0.54630263 0.70677909 0.46115214 0.50000917 0.38363231 0.67120894 0.45747447 0.50721916 0.52279001 0.58424854] [-0.85298728] [ 0.4854271 0.63849389 0.41127035 0.54674959 0.36864375 0.36319132 0.53264532 0.58290106 0.61304204 0.30253364] [ 0.07919861] [ 0.4533554 0.71732961 0.35059177 0.57562514 0.41674957 0.63611875 0.37282049 0.40706406 0.47781992 0.6253316 ] [ 0.61451537] [ 0.41180141 0.62547076 0.40631408 0.61924154 0.42887271 0.54607942 0.46574556 0.52168839 0.5135248 0.57795263] [-0.01665839] [ 0.33416608 0.69008878 0.40629898 0.65585559 0.4233863 0.75094016 0.35136616 0.57019646 0.60429852 0.58978875] [-0.50294518] [ 0.82133132 0.65688687 0.62615747 0.26755612 0.37351949 0.3006524 0.66636616 0.6934258 0.66388223 0.32571856] [ 1.95305256] [ 0.75636446 0.55664351 0.56589676 0.34738726 0.32365144 0.20646423 0.51925748 0.70010302 0.55954125 0.24206266] [ 0.83398711] [ 0.18450524 0.62494394 0.54257431 0.69246204 0.38168279 0.7846813 0.29470956 0.31455774 0.43939385 0.66685852] Progress: 38.6% ... Training loss: 0.356 ... Validation loss: 0.581[-0.53570218] [ 0.45960698 0.77320536 0.47920561 0.51741769 0.41015594 0.66592787 0.49640279 0.5064502 0.65586813 0.6178515 ] [-0.30278395] [ 0.70027443 0.57487204 0.62897018 0.40723311 0.52578996 0.42350628 0.45810232 0.61743438 0.57756028 0.39580458] [ 0.13842184] [ 0.58209836 0.60085335 0.50048877 0.52236756 0.52977118 0.6312665 0.42093103 0.49867029 0.46542187 0.52829924] [ 0.26936078] [ 0.37036977 0.42401443 0.42936801 0.57637231 0.2861791 0.50739103 0.3852367 0.71694547 0.4573314 0.25809669] [-0.24333673] [ 0.4416973 0.74582299 0.34452657 0.65505341 0.34020092 0.43688004 0.35111424 0.54549036 0.62667866 0.48472271] [ 0.13844757] [ 0.3152393 0.58488711 0.55645194 0.47559412 0.44673368 0.63081613 0.41376289 0.56776121 0.48218697 0.59610423] [-0.90931804] [ 0.53596709 0.47174832 0.52340721 0.51129202 0.42965034 0.38868705 0.47341548 0.48903751 0.4696334 0.54380195] [ 0.34790504] [ 0.44411382 0.62420527 0.49114654 0.63876087 0.29910231 0.62792847 0.32455686 0.33139418 0.45020028 0.59010106] [ 0.4350919] [ 0.38230332 0.50165838 0.53074285 0.43504883 0.40720918 0.42102735 0.53658606 0.65170645 0.47029011 0.30153923] [ 0.54394249] [ 0.5600046 0.48701965 0.63037931 0.3010966 0.44273185 0.44511009 0.52430778 0.61989734 0.37398673 0.40761566] [-0.60703537] [ 0.50782698 0.6900332 0.47778869 0.55222078 0.53295931 0.59318798 0.37310446 0.59497541 0.51584632 0.58321997] [-0.50182007] [ 0.44987171 0.38789348 0.60910175 0.39544028 0.4966 0.54474619 0.51493977 0.63273942 0.45431652 0.43595914] [ 0.28718805] [ 0.29897085 0.48615405 0.5155335 0.66311123 0.29855075 0.39066229 0.41629775 0.61419146 0.51761463 0.35687096] [-0.53579214] [ 0.40282157 0.60613358 0.46030547 0.63423769 0.40314322 0.54720365 0.45071891 0.52410318 0.53664368 0.43572278] [ 0.15617669] [ 0.23962116 0.47906399 0.44415605 0.52929173 0.45634926 0.61674101 0.34552104 0.38380287 0.38297949 0.43262038] [-0.1560229] [ 0.51313446 0.38299571 0.6272095 0.22546265 0.50283028 0.61676139 0.48979104 0.59943729 0.40346578 0.43678913] [-0.48802027] [ 0.38289323 0.54830377 0.44546184 0.60278695 0.42344868 0.60308185 0.473532 0.65536944 0.55236259 0.64022566] [-0.90704244] [ 0.38959577 0.31215985 0.7312177 0.35873657 0.44216428 0.4865761 0.48551163 0.55435142 0.36760123 0.37321543] [ 0.18803363] [ 0.21962107 0.64332707 0.45244668 0.52751036 0.39078922 0.68317885 0.38616274 0.51792434 0.46065213 0.50087202] [-0.25359717] [ 0.46706106 0.66642073 0.3988025 0.656134 0.34486402 0.54395677 0.52944207 0.69480837 0.47933643 0.36055499] [-0.61361272] [ 0.6794166 0.6447639 0.51838766 0.28506462 0.32485051 0.35584409 0.47258814 0.6892141 0.49988243 0.43471436] [-0.02278171] [ 0.3700134 0.50852165 0.43558494 0.5204844 0.45176204 0.46173655 0.4717057 0.45275309 0.50546695 0.34473695] [ 0.20752562] [ 0.71718095 0.4545119 0.59155066 0.3312464 0.43461105 0.47798768 0.55032141 0.6043048 0.50014826 0.38625028] [-0.25339735] [ 0.37559011 0.62928033 0.50182842 0.65420193 0.47921795 0.6487566 0.40585871 0.48109681 0.59933746 0.53867552] [-0.20013204] [ 0.35230789 0.76973446 0.3222146 0.68975217 0.29063825 0.68368296 0.40382306 0.51991417 0.48090503 0.62108012] [ 0.77739395] [ 0.44055132 0.64404338 0.43760525 0.54936664 0.32767683 0.59507094 0.49947907 0.68600531 0.50015976 0.41166792] [ 2.21181282] [ 0.82565584 0.57694026 0.57526462 0.35808406 0.26619441 0.21772236 0.56052825 0.64788844 0.589947 0.24255677] [ 1.7982569] [ 0.78617432 0.72442495 0.49242596 0.30525756 0.25082254 0.21006835 0.54269818 0.77067729 0.64639032 0.30855164] [-0.48950693] [ 0.46684698 0.67722349 0.40365352 0.53707908 0.34440356 0.40944128 0.38945917 0.46463462 0.56688284 0.42926894] [-0.01323544] [ 0.38387393 0.8245633 0.45406233 0.60499556 0.39607114 0.71198495 0.49334018 0.50050037 0.70800482 0.69550388] [-0.77689197] [ 0.56030526 0.67775317 0.4935417 0.67682538 0.45603035 0.47554635 0.37430531 0.47804817 0.46842031 0.50135817] [ 0.56648856] [ 0.21984786 0.62386339 0.48287508 0.62150397 0.46426765 0.6648469 0.37364823 0.42197086 0.60963492 0.57959738] [-0.56050523] [ 0.51295131 0.68104162 0.43798787 0.59427468 0.48775376 0.63581318 0.43947303 0.59370164 0.5053494 0.50828196] [-0.17579439] [ 0.42336624 0.74749709 0.4243042 0.60522345 0.51439076 0.77667192 0.44791904 0.56899569 0.60692252 0.64911162] [ 1.24584883] [ 0.60826637 0.73755192 0.42667289 0.62454633 0.20747615 0.33322996 0.44477742 0.6619068 0.61879148 0.51215464] [-0.19845173] [ 0.29186293 0.33388298 0.5308322 0.54189573 0.5372875 0.60207762 0.46236702 0.54143958 0.26004659 0.43503637] [-0.68641602] [ 0.50124208 0.63783873 0.43582909 0.47721481 0.32440146 0.52024974 0.51076624 0.51563883 0.64681294 0.45589126] [ 0.31975907] [ 0.20630327 0.37614054 0.57140198 0.68028453 0.50902448 0.7589838 0.37185816 0.4298186 0.44985667 0.50796382] [-0.3342023] [ 0.29635974 0.63014223 0.40641334 0.63055535 0.34494748 0.60027114 0.48432444 0.54114888 0.59933354 0.45756116] [ 0.34210141] [ 0.69416946 0.53677747 0.52425013 0.33764691 0.36384961 0.37123745 0.50399693 0.67612637 0.55687204 0.35678387] [-0.18267279] [ 0.62727325 0.61510211 0.42321499 0.52042453 0.4015697 0.40957666 0.49789892 0.56769849 0.59398931 0.4690559 ] [-0.96384465] [ 0.36595352 0.65236438 0.40526466 0.48959214 0.33122523 0.45096819 0.44442446 0.581718 0.59244509 0.40207272] [-0.6990396] [ 0.55573338 0.7086682 0.40827282 0.51231292 0.47864731 0.65575854 0.436009 0.58269059 0.5640812 0.56544411] [-0.53167167] [ 0.70967782 0.61050716 0.50913912 0.47679221 0.31242515 0.36689333 0.49309784 0.58594415 0.5188836 0.47792527] [-1.57051976] [ 0.70532202 0.70231807 0.51097378 0.54014583 0.36740015 0.29066782 0.52645143 0.74074662 0.69255179 0.29421869] [-0.55016517] [ 0.58475547 0.56147778 0.63238928 0.33715321 0.52469039 0.73881422 0.53585331 0.49276765 0.51471125 0.6306087 ] [ 0.17467789] [ 0.77968712 0.67283524 0.61820377 0.29696183 0.45670932 0.48006882 0.66709753 0.59403282 0.57467164 0.55245082] [-0.10950291] [ 0.76226644 0.59736296 0.53334425 0.44109046 0.21644376 0.34885243 0.52732485 0.68300069 0.55970839 0.37162155] [ 0.76486809] [ 0.14138435 0.66708418 0.40632081 0.68098887 0.56577497 0.85054348 0.39211098 0.38083484 0.47750297 0.6937462 ] [-0.83013443] [ 0.45927953 0.74378961 0.36428886 0.51239704 0.39014453 0.49709428 0.3501824 0.57428818 0.56416016 0.5716087 ] [-0.87158125] [ 0.43710045 0.7415466 0.43473692 0.61415572 0.24121596 0.45807458 0.42508489 0.62516966 0.54060909 0.51658101] [ 0.74708804] [ 0.85440538 0.52655973 0.66820908 0.25241674 0.4315083 0.37909811 0.60888411 0.62854944 0.59868778 0.34644319] [ 0.26154142] [ 0.57205203 0.63229574 0.49319126 0.47259009 0.40248084 0.34028634 0.46660528 0.52841911 0.51658293 0.59648662] [ 0.01476268] [ 0.49960007 0.68888819 0.41161263 0.64080137 0.40821953 0.55293595 0.50999342 0.63632599 0.57908658 0.46421022] [-0.19978219] [ 0.28342131 0.53147218 0.4805308 0.56113223 0.43269949 0.54696946 0.40197848 0.39513332 0.50768856 0.4474905 ] [-0.12414088] [ 0.40851612 0.21414689 0.75060073 0.33790766 0.54337151 0.63162147 0.42575269 0.37142337 0.34143394 0.44413241] [-0.13106406] [ 0.48655048 0.51827118 0.50468222 0.3344618 0.40680529 0.54336897 0.43707104 0.56088235 0.53141425 0.39693274] [ 0.22688029] [ 0.4507666 0.40992712 0.60850003 0.40737671 0.50155719 0.52404342 0.41909498 0.40842546 0.44841361 0.43781759] [-0.44729225] [ 0.56177862 0.73690451 0.50457665 0.47697542 0.36120943 0.37415722 0.44590599 0.57380368 0.68819145 0.5180303 ] [ 2.09229875] [ 0.71252165 0.7140504 0.47915015 0.41505976 0.24718971 0.26405011 0.46256269 0.61742835 0.58119563 0.42594358] [-1.1020868] [ 0.60979517 0.41610488 0.52059537 0.46405387 0.35999757 0.49535947 0.44843767 0.71689389 0.39474825 0.32923478] [-0.72982185] [ 0.47136415 0.62012634 0.42289482 0.55759272 0.35444728 0.63019867 0.3826212 0.60767843 0.61356092 0.49613247] [-0.73608919] [ 0.34636693 0.70927618 0.49545214 0.54817763 0.36491791 0.45811987 0.41422549 0.53262719 0.55138073 0.47282289] [ 1.51551569] [ 0.65970539 0.5725869 0.54185555 0.4957875 0.43650157 0.41783319 0.43434621 0.53841569 0.62805574 0.33946257] [-0.38713013] [ 0.71397549 0.68420647 0.45989236 0.43221136 0.23539935 0.56183378 0.44466751 0.55670582 0.55486543 0.5196438 ] [ 0.25793837] [ 0.22505643 0.39386215 0.63427895 0.45858849 0.56232986 0.6902883 0.40919029 0.29823843 0.40215009 0.60134837] [-0.31358008] [ 0.45320527 0.51803034 0.52109501 0.40362919 0.44772348 0.46247133 0.37485373 0.57852212 0.50192864 0.51744018] [ 1.18738934] [ 0.51626211 0.79995139 0.39374261 0.58885809 0.23767573 0.31401378 0.42065242 0.65183362 0.56896059 0.52891125] [-0.29870702] [ 0.36678297 0.47453774 0.55583224 0.38107259 0.45147707 0.54454313 0.48175291 0.40032543 0.53583087 0.43627749] [-0.78529309] [ 0.45904805 0.5479743 0.43726202 0.62592193 0.23152004 0.30268872 0.42734379 0.58923301 0.57466339 0.26639904] [-0.74867946] [ 0.46062866 0.74954812 0.40222674 0.6487953 0.31170486 0.58118316 0.49240446 0.65873696 0.60608445 0.45377164] [-0.70570509] [ 0.49868964 0.64049988 0.41876561 0.50592153 0.34469366 0.48299641 0.57901266 0.72752796 0.55440876 0.30875972] [ 0.0847868] [ 0.64016599 0.4948745 0.55126533 0.4322819 0.43642332 0.26827102 0.48312846 0.49417944 0.61370564 0.28213362] [ 0.73317951] [ 0.29401409 0.66260567 0.40153065 0.63412743 0.40946841 0.59217833 0.41545441 0.51664573 0.49768275 0.56702025] [ 0.13728882] [ 0.48805227 0.61767276 0.47333191 0.44615291 0.30882234 0.45536115 0.49308136 0.59837088 0.65102242 0.47385006] [ 0.26111474] [ 0.25133064 0.27498621 0.65496976 0.55395263 0.56062354 0.70857305 0.37218035 0.34094594 0.30996815 0.52244968] [ 0.1597188] [ 0.40136958 0.71939573 0.43047095 0.62393253 0.25984035 0.44889761 0.49776337 0.59756742 0.57739046 0.54101398] [-0.2486786] [ 0.72553621 0.66209544 0.48518814 0.37799248 0.25905815 0.55075926 0.45777901 0.54005096 0.53507136 0.51663153] [ 0.0963053] [ 0.58713119 0.62271857 0.52184153 0.40472647 0.33405405 0.54169822 0.55415302 0.71801808 0.55077258 0.40299748] [-0.60296908] [ 0.47546149 0.58459774 0.61854248 0.29997014 0.41281303 0.42377248 0.55796694 0.61530164 0.53181928 0.4395798 ] [ 0.51818108] [ 0.44716604 0.3413095 0.53912477 0.46112325 0.39525265 0.57266343 0.43150338 0.75857251 0.471672 0.30218591] [-0.03719906] [ 0.67894737 0.673171 0.60152698 0.33268478 0.45876692 0.53342066 0.6663229 0.59318722 0.55557215 0.57797849] [-0.66483374] [ 0.45210347 0.69212324 0.37367278 0.5818521 0.37454618 0.59170742 0.52236296 0.67711443 0.48041365 0.51185596] [-0.95315346] [ 0.31752153 0.4795709 0.54209114 0.43639879 0.47147145 0.42640179 0.495631 0.40960992 0.53031557 0.35483299] [-0.38940319] [ 0.45185807 0.34824221 0.68943204 0.42859222 0.52901473 0.461947 0.3788079 0.42859216 0.39898051 0.46366403] [-0.34519623] [ 0.75551973 0.5954269 0.52870284 0.38110605 0.31525406 0.33110452 0.49603431 0.56940061 0.60124083 0.33592583] [-0.09685856] [ 0.4087581 0.68378019 0.54983048 0.64692608 0.45644063 0.74209065 0.473997 0.4473129 0.55521787 0.63421979] [ 0.02679504] [ 0.43731777 0.54086078 0.57815695 0.38049077 0.39511528 0.42196155 0.51594319 0.53911689 0.56457614 0.37789643] [-0.39279917] [ 0.46833738 0.38501765 0.61727998 0.35945106 0.47372569 0.54551675 0.49788475 0.62579593 0.29664317 0.44145146] [ 0.41385377] [ 0.23803374 0.39889793 0.6485007 0.58877871 0.55645989 0.72897882 0.41000705 0.33885673 0.36507039 0.67023369] [-0.1436418] [ 0.3608838 0.65833775 0.37903515 0.66393635 0.41333549 0.66895252 0.42311675 0.51358755 0.45038257 0.51189447] [-0.48063401] [ 0.68134258 0.53978474 0.58329419 0.33766764 0.38884437 0.4942708 0.58378713 0.5990274 0.43212771 0.36228112] [-0.3236126] [ 0.46468206 0.59743422 0.58700981 0.39403788 0.40980252 0.66001927 0.45333785 0.46636009 0.58052821 0.57328643] [-0.09709441] [ 0.40199049 0.54375108 0.53396209 0.59502244 0.63119269 0.72044635 0.47217971 0.42520537 0.4805028 0.55295967] [ 0.54630779] [ 0.19971194 0.64613955 0.3680092 0.7399821 0.46991899 0.82085351 0.40641125 0.45721059 0.37947216 0.66567683] [ 0.3723204] [ 0.18863737 0.58294451 0.48220692 0.48635725 0.53098126 0.76208449 0.40494523 0.31555324 0.5407675 0.64911315] [-0.63207516] [ 0.48971767 0.71111406 0.5452397 0.5397448 0.48484614 0.61883481 0.52930072 0.50920434 0.60369131 0.54831685] [ 0.0366963] [ 0.24159965 0.54700979 0.4259025 0.71936327 0.40149859 0.67569233 0.34582824 0.38968819 0.44218565 0.50593652] [-0.36684064] [ 0.33356078 0.55797411 0.42909787 0.66100499 0.42630123 0.6559416 0.36557976 0.62180056 0.68701029 0.45289281] [ 0.86025817] [ 0.56513764 0.5372974 0.43921767 0.61171819 0.40182398 0.44226767 0.58693161 0.6024506 0.58295863 0.31668209] [-0.38988531] [ 0.71944015 0.53550164 0.54598562 0.36149632 0.42771253 0.50080373 0.51688898 0.58629886 0.50856716 0.43917284] [-0.34938945] [ 0.54599363 0.56555516 0.47767224 0.51172736 0.42185933 0.65010418 0.46966265 0.62584144 0.58747172 0.54246837] [-0.23160302] [ 0.54416207 0.36932601 0.57244137 0.45843531 0.60185909 0.46540442 0.47071893 0.41803778 0.42842718 0.33570756] [ 0.00627431] [ 0.2535495 0.49241023 0.3762366 0.64722694 0.34468483 0.62175876 0.40426284 0.58111263 0.4739208 0.39566483] [-0.49307005] [ 0.6655107 0.4657906 0.55708357 0.26008692 0.39088354 0.53732377 0.58962983 0.63155398 0.41320363 0.34285803] [-0.62412249] [ 0.80029035 0.67115208 0.60425624 0.44357345 0.4605129 0.38174772 0.49223029 0.67444598 0.70038895 0.40177688] [ 0.01668645] [ 0.34893429 0.79740855 0.44167866 0.69985469 0.47476491 0.66186885 0.37761883 0.49241336 0.64024108 0.75814631] [-0.20771082] [ 0.32502775 0.46689826 0.59033659 0.36762021 0.48377242 0.58960325 0.47514252 0.45902942 0.43955408 0.5188679 ] [-0.08336312] [ 0.25914225 0.6308669 0.43679775 0.51423407 0.40583512 0.68164587 0.34843983 0.46122595 0.43654084 0.53848113] [ 0.75442722] [ 0.79288778 0.56500639 0.59416462 0.24299127 0.33218811 0.31927044 0.61869258 0.62291224 0.62168886 0.35327634] [-0.14632281] [ 0.60122734 0.66482449 0.45523043 0.61298897 0.18707032 0.29320527 0.43463837 0.67962287 0.62162969 0.30967124] [ 0.52302284] [ 0.19661032 0.55629053 0.55656453 0.65853958 0.38017298 0.76759259 0.31774433 0.36311724 0.45269979 0.62560298] [ 0.15762393] [ 0.61161756 0.56518822 0.521012 0.43064052 0.32357131 0.53586608 0.45207462 0.46386482 0.58612873 0.50068658] [ 0.52809988] [ 0.6899242 0.50298722 0.58590384 0.37643863 0.27878905 0.23455774 0.57184958 0.80744531 0.4959209 0.19461532] [-0.4519202] [ 0.48351832 0.74215072 0.41984732 0.58274818 0.27247652 0.49844232 0.41843805 0.43739133 0.68055506 0.5200649 ] [-0.1180761] [ 0.33268052 0.54234405 0.53923916 0.50010111 0.40841759 0.70941315 0.46935913 0.41132428 0.56324993 0.63400604] [-0.01007876] [ 0.37789394 0.60585567 0.50400859 0.57024481 0.40544289 0.68073359 0.45145005 0.37068908 0.52533942 0.61177557] [-1.3919789] [ 0.73195723 0.71802342 0.55255572 0.38640577 0.38028063 0.38593983 0.65069167 0.69627615 0.68839274 0.39882661] [-0.20669681] [ 0.2481149 0.45278859 0.54726107 0.53307041 0.42279138 0.67170031 0.43376812 0.36332057 0.52286071 0.47144541] [ 1.66585841] [ 0.83830429 0.60156748 0.6274279 0.43572283 0.37816257 0.25803952 0.56362561 0.77197975 0.60365669 0.2478489 ] [ 0.06548452] [ 0.81323006 0.52545855 0.56402351 0.27623829 0.25013507 0.37974523 0.51667632 0.67111192 0.56570712 0.36869356] [-0.86758023] [ 0.64837847 0.52230842 0.55090719 0.4988941 0.4598642 0.65562685 0.52029981 0.59741477 0.45983808 0.48820311] [ 0.37872622] [ 0.70267422 0.49925673 0.54425495 0.36387232 0.46362212 0.30850131 0.51853002 0.57140837 0.4625855 0.42527168] [-1.28137674] [ 0.6171129 0.69659862 0.53938689 0.63751421 0.33850359 0.42986227 0.39957982 0.66124651 0.55504547 0.40019915] [-0.28663033] [ 0.63198729 0.80269047 0.49111074 0.50510758 0.45947199 0.42038938 0.45691716 0.68143123 0.60840778 0.66975851] [-0.16301127] [ 0.36128992 0.63028807 0.4473972 0.40597287 0.35245781 0.49693087 0.4661713 0.6080647 0.57765094 0.39030187] [-0.19136753] [ 0.45867643 0.76552693 0.41107424 0.72991969 0.43968969 0.56599037 0.36444401 0.61123635 0.58407329 0.70363377] [-0.39776677] [ 0.40111992 0.50707296 0.5165762 0.49121773 0.4565974 0.42707695 0.45514219 0.50383468 0.45640497 0.549521 ] Progress: 38.9% ... Training loss: 0.360 ... Validation loss: 0.581[-0.63879052] [ 0.74112039 0.66891088 0.48609218 0.38683883 0.28248353 0.3226853 0.50584114 0.51867978 0.65955733 0.4102517 ] [ 0.28225244] [ 0.68986829 0.62188311 0.52615119 0.52381371 0.27993223 0.43297491 0.41458888 0.56989193 0.63694143 0.41781987] [ 0.15483118] [ 0.49438411 0.61607437 0.41995828 0.43824259 0.35693954 0.30303524 0.47153556 0.48643305 0.55922609 0.47772302] [ 0.17209345] [ 0.42884973 0.73551595 0.52333679 0.67206492 0.47688706 0.63114748 0.39593533 0.54341718 0.50318561 0.69192761] [ 0.01979079] [ 0.32780558 0.61923346 0.54799691 0.3977473 0.52062299 0.61610583 0.4892398 0.49546226 0.51055383 0.66892019] [-0.83045356] [ 0.47615902 0.76774317 0.33499763 0.64125306 0.22606754 0.48984412 0.41129104 0.52899474 0.58999457 0.4786274 ] [ 0.01310018] [ 0.43379058 0.53218851 0.49925692 0.46839959 0.57061234 0.71489079 0.43775654 0.50387 0.35129296 0.67144857] [ 0.28976877] [ 0.38793627 0.4177598 0.54626785 0.34137934 0.41471865 0.49243987 0.47050358 0.56975112 0.44550029 0.33652119] [-0.13906925] [ 0.37710963 0.60440678 0.37407451 0.5640607 0.46148176 0.54194415 0.34411424 0.46006821 0.48381713 0.57332014] [-0.04273928] [ 0.33630314 0.57509634 0.48593636 0.55933083 0.41013565 0.70797913 0.56608204 0.63191271 0.39473105 0.43394213] [-0.35959373] [ 0.41035636 0.58387285 0.42029362 0.56108688 0.42329116 0.5817265 0.40347752 0.48316388 0.55577722 0.45701611] [ 1.32212806] [ 0.60376494 0.67766148 0.49242044 0.48124482 0.37668257 0.54285745 0.52062029 0.64479022 0.57375756 0.42202372] [-0.76494335] [ 0.52082344 0.63082627 0.48103737 0.55098079 0.31746754 0.41787211 0.37867502 0.49425822 0.4167927 0.55860089] [-0.59510452] [ 0.61822137 0.59864071 0.54350411 0.46037588 0.48397596 0.45618393 0.4931294 0.57223936 0.48529422 0.56991056] [-0.23688873] [ 0.70511998 0.78668441 0.52967969 0.51405049 0.44218713 0.45179784 0.45567768 0.68303773 0.71383009 0.66356655] [-0.18746939] [ 0.33222061 0.75326233 0.35342213 0.68176616 0.31623416 0.69175674 0.44684068 0.53987051 0.53808586 0.54817704] [ 0.24328058] [ 0.61163105 0.5859705 0.51091603 0.42421628 0.40659526 0.5288934 0.43327592 0.63622238 0.50098756 0.43989706] [-0.00352866] [ 0.31986454 0.63252079 0.44781579 0.58758947 0.34960551 0.52603059 0.45672128 0.54715473 0.53809185 0.56187442] [-0.5158122] [ 0.35096608 0.35071736 0.7074264 0.33939595 0.4930059 0.55426392 0.49238757 0.42827067 0.42080764 0.44324268] [ 1.12312934] [ 0.66799645 0.54403858 0.56870882 0.38975336 0.35547943 0.30587566 0.50179533 0.65457161 0.5237285 0.33766528] [ 0.04959322] [ 0.67433633 0.60228342 0.47584192 0.4769313 0.31100343 0.33271565 0.4422266 0.47866077 0.56892943 0.50496306] [-0.11796768] [ 0.46176489 0.77991191 0.33643329 0.54583635 0.33845419 0.5744197 0.4636488 0.6243824 0.52197261 0.60850205] [ 0.00357199] [ 0.44981779 0.16259396 0.74904779 0.3289343 0.57670006 0.42355229 0.38232249 0.34267761 0.21616248 0.3744057 ] [ 1.36151118] [ 0.85927199 0.34112126 0.71253139 0.35960919 0.38586791 0.32756489 0.52440566 0.81161037 0.43068924 0.22603524] [-0.4527981] [ 0.76361194 0.61547399 0.57434526 0.3154147 0.41308905 0.48008797 0.55897269 0.49550329 0.66705481 0.48770671] [-0.76273132] [ 0.46695603 0.58954504 0.5142555 0.54841266 0.3198597 0.46090619 0.36526111 0.53505638 0.44955285 0.47349396] [ 0.10722346] [ 0.44077562 0.59526694 0.48255065 0.39716529 0.49920612 0.36681251 0.51969315 0.56407147 0.61818348 0.4975338 ] [-0.24293851] [ 0.71250097 0.64192023 0.53152795 0.37496794 0.38323682 0.31912847 0.44814868 0.6013294 0.67446318 0.39251217] [-0.44461686] [ 0.41363491 0.6746928 0.38244173 0.54463722 0.34173984 0.44712777 0.44984604 0.63723161 0.51121136 0.39200623] [-1.15827995] [ 0.67713288 0.49444924 0.60324163 0.17976085 0.40208533 0.42298266 0.57298075 0.77600871 0.60290922 0.34000191] [-0.24961998] [ 0.35844803 0.43067724 0.64726587 0.47171121 0.41787427 0.65601866 0.41118699 0.41645264 0.39222294 0.47881228] [-0.26492086] [ 0.49497212 0.55013782 0.58826293 0.58063653 0.56346607 0.64878113 0.4331172 0.49703643 0.46602881 0.52988379] [ 0.14652266] [ 0.71294601 0.52331613 0.5768192 0.30824424 0.31795527 0.38909974 0.45960219 0.53143546 0.44958397 0.40826593] [-0.33718769] [ 0.64749342 0.53578258 0.52653982 0.50462114 0.42628527 0.51322132 0.38582732 0.55428522 0.44056502 0.39965649] [ 0.06205759] [ 0.41845155 0.70834537 0.44635657 0.66500007 0.24799625 0.59484194 0.34471984 0.46286347 0.48016426 0.58611307] [ 0.19146335] [ 0.26095459 0.45171635 0.63794156 0.45001717 0.48199887 0.61728959 0.40050297 0.46447218 0.39584766 0.56079167] [-0.98544745] [ 0.33789033 0.66958692 0.41823202 0.45561065 0.36673092 0.43033176 0.41822608 0.56472453 0.58100222 0.34533473] [-0.72487185] [ 0.49912664 0.60100199 0.45068332 0.57291449 0.38781952 0.38804887 0.35070244 0.40414087 0.41430716 0.46631312] [ 0.01718506] [ 0.38368556 0.69972992 0.41424075 0.61762987 0.28052458 0.61040883 0.46680846 0.43769881 0.59698895 0.52153658] [-0.42309977] [ 0.41733264 0.36244891 0.68230622 0.39544285 0.48865905 0.5013671 0.51640775 0.40276929 0.36805611 0.47447819] [ 0.25714225] [ 0.5320181 0.56851312 0.35985741 0.39178796 0.37008658 0.43537037 0.41783734 0.49346419 0.48641659 0.3879798 ] [-0.06016525] [ 0.75076229 0.69688124 0.44382998 0.46584776 0.2403289 0.41674795 0.44711815 0.54848109 0.67572578 0.4256844 ] [-0.3639845] [ 0.72088402 0.61513108 0.59650777 0.39511448 0.47900891 0.54240583 0.46324905 0.71163276 0.5044682 0.54006697] [ 0.36311498] [ 0.56256098 0.28876116 0.61539162 0.23227499 0.53183248 0.42855659 0.52804261 0.62426752 0.4887553 0.25826877] [ 0.03995273] [ 0.28527912 0.44528966 0.61504145 0.50098773 0.46021258 0.66640122 0.37690216 0.38745387 0.40576639 0.56464699] [ 0.10860083] [ 0.30398823 0.50177575 0.47003551 0.43093409 0.5359005 0.63915221 0.29166934 0.41783253 0.32737783 0.53716827] [ 0.77649029] [ 0.50054823 0.57356252 0.59720091 0.43559842 0.42884709 0.44261898 0.46653485 0.63914347 0.57276396 0.40372016] [ 0.31118957] [ 0.49030611 0.58079587 0.41901403 0.56022983 0.28099078 0.5231785 0.51590546 0.71214888 0.58475487 0.33432986] [ 0.47056135] [ 0.67650218 0.29296418 0.68801749 0.29084207 0.46771331 0.47976422 0.55084832 0.59043004 0.37608424 0.32356417] [-0.87929015] [ 0.60230493 0.56091753 0.47923053 0.41907481 0.43091602 0.46104351 0.48192843 0.44691647 0.54277167 0.44250875] [-0.27285158] [ 0.71274918 0.6132923 0.4925801 0.43353021 0.24293224 0.29863203 0.50479091 0.68510904 0.54976537 0.39775435] [-0.26778762] [ 0.84094375 0.54961959 0.57211349 0.40557464 0.36230339 0.19507813 0.57685307 0.79368699 0.60012582 0.44018854] [-0.4899188] [ 0.38701685 0.69235632 0.32543223 0.63072792 0.43576648 0.34250137 0.36954798 0.38508728 0.48014297 0.56404106] [-0.2801554] [ 0.53841812 0.70469671 0.35858777 0.50380471 0.28149431 0.43819959 0.34821979 0.53074797 0.54880849 0.43430539] [ 0.46171082] [ 0.50340507 0.61174781 0.39924824 0.45427413 0.2744539 0.48275221 0.43139796 0.57784818 0.47166772 0.42515169] [-0.53348062] [ 0.76784414 0.42807816 0.6469897 0.34276518 0.49666345 0.41892654 0.54487843 0.60200527 0.51089458 0.37490709] [ 0.12067226] [ 0.36391437 0.44621282 0.44291677 0.63276215 0.40641936 0.68063626 0.40479107 0.64298833 0.53107406 0.44719073] [ 0.2535349] [ 0.48006181 0.6068024 0.49192573 0.36103578 0.31065632 0.39807618 0.49710045 0.73205975 0.54233452 0.31542041] [ 1.10582357] [ 0.38454861 0.48614876 0.56103121 0.42798975 0.42572975 0.4018524 0.5060162 0.54876206 0.53481879 0.32344619] [-0.10147843] [ 0.3097835 0.38267274 0.51215991 0.42448703 0.49867189 0.58099748 0.37967254 0.37489336 0.33299168 0.39403931] [ 0.48251181] [ 0.54239314 0.69963895 0.50643884 0.35604967 0.35116463 0.51480445 0.55025953 0.61944472 0.50737601 0.45876377] [ 0.68330273] [ 0.77699966 0.47457637 0.61938542 0.2797719 0.37662401 0.36506518 0.53676492 0.55367273 0.60250978 0.36185332] [ 0.04126454] [ 0.74877743 0.58890296 0.6458482 0.34667456 0.47190909 0.41221669 0.50826998 0.69377319 0.64610841 0.42075601] [ 0.69628978] [ 0.54685301 0.63753484 0.50272296 0.58718679 0.32225214 0.504771 0.34316881 0.40898888 0.57932035 0.50709471] [ 2.15200305] [ 0.59226157 0.80001387 0.37073897 0.48885384 0.2248699 0.29374444 0.52103952 0.69920755 0.69660048 0.3610895 ] [-0.4245673] [ 0.47468707 0.65992533 0.5153257 0.36395683 0.51406828 0.46721848 0.45353306 0.54719367 0.67999665 0.65895537] [ 0.25868763] [ 0.48700293 0.69288707 0.45561524 0.45585782 0.36914815 0.52270984 0.4695246 0.58989855 0.56469741 0.58263688] [ 0.01827668] [ 0.42214409 0.70554248 0.45871387 0.66872135 0.51860383 0.70560728 0.4722452 0.48635553 0.60639351 0.60868146] [-0.04834151] [ 0.57105919 0.55547425 0.44456275 0.51709159 0.41204957 0.67070995 0.47270118 0.5694017 0.55720303 0.51086994] [-0.68398889] [ 0.76272202 0.5836892 0.5312192 0.33426532 0.30205937 0.3758386 0.45812622 0.632711 0.52092938 0.40732971] [ 0.22846899] [ 0.29567396 0.71189948 0.37882765 0.62046107 0.46253233 0.74697693 0.27984308 0.57326855 0.54262145 0.66060896] [-0.99052331] [ 0.55979343 0.62297312 0.47170223 0.52554607 0.29512791 0.31993441 0.56257551 0.74630297 0.6007083 0.23279601] [-0.16935257] [ 0.44782062 0.65126423 0.42605977 0.57434721 0.50378419 0.58572811 0.44342456 0.42538904 0.36855287 0.60680661] [-0.01999717] [ 0.37823684 0.61210209 0.48366563 0.48456942 0.5522711 0.66388276 0.38228303 0.53404994 0.5175439 0.61273059] [ 0.10794939] [ 0.4500803 0.57542115 0.51211411 0.53984924 0.5198264 0.63569123 0.36283836 0.57381086 0.59907194 0.47585425] [ 0.03674658] [ 0.58644073 0.76720932 0.51146815 0.52094489 0.41379177 0.49464307 0.60602051 0.60565318 0.61042562 0.67445733] [ 0.04727693] [ 0.72671205 0.67790826 0.47462948 0.37849428 0.26065191 0.37163922 0.48264137 0.62586845 0.62322508 0.40727744] [ 0.08919867] [ 0.4723078 0.49567631 0.63103029 0.41335984 0.52529861 0.56325633 0.35747531 0.46119418 0.5087955 0.54223348] [-0.08254829] [ 0.36563038 0.41621262 0.49381912 0.37623155 0.43046265 0.61765566 0.39886639 0.48458273 0.35188078 0.43822617] [-0.04616016] [ 0.39311224 0.64684105 0.45372825 0.65263284 0.57962956 0.56597265 0.42162304 0.38779964 0.46125264 0.58871176] [ 0.80064214] [ 0.49072066 0.68598392 0.40155116 0.65066159 0.2944436 0.48255485 0.44581363 0.44069068 0.59045597 0.44767049] [ 0.57077245] [ 0.71949173 0.4857411 0.55753435 0.30282105 0.39545364 0.22315217 0.53955665 0.66029676 0.47958126 0.29558539] [ 0.84169243] [ 0.57865126 0.6023349 0.525497 0.51346399 0.37184082 0.47385364 0.38927588 0.43577272 0.56970118 0.50085281] [-0.57620644] [ 0.54896468 0.76131679 0.41659995 0.59120322 0.30943292 0.56470456 0.45489922 0.454916 0.640887 0.55026182] [-0.42629187] [ 0.66692466 0.52332125 0.59095157 0.35651199 0.45214023 0.37203116 0.63381931 0.6096043 0.46720459 0.40921761] [-0.30263108] [ 0.59609064 0.64426864 0.63171885 0.29412109 0.5512253 0.38767062 0.5097932 0.57307092 0.54633267 0.59672408] [ 0.06779713] [ 0.33442884 0.54508672 0.44132567 0.6114173 0.46762837 0.61506423 0.4927194 0.62606364 0.38414152 0.41945005] [ 0.22290157] [ 0.34965151 0.49974184 0.54468416 0.45160459 0.48520967 0.71134322 0.4164988 0.36339381 0.41650006 0.54319024] [-0.55520286] [ 0.49864518 0.71508238 0.40377666 0.52461567 0.32271938 0.38730694 0.35896939 0.54489974 0.59024744 0.47177715] [ 1.19786965] [ 0.49799761 0.59016743 0.49406572 0.47547481 0.30479615 0.49462389 0.36829662 0.48475823 0.4583755 0.48459552] [ 0.05010593] [ 0.60951189 0.55702019 0.43012071 0.40936796 0.34110552 0.39631982 0.39987361 0.55645459 0.47292389 0.383309 ] [ 0.21399403] [ 0.32380865 0.48028682 0.60599337 0.52292388 0.58277803 0.64450479 0.44600158 0.34640297 0.39906672 0.67504063] [ 0.3586159] [ 0.43128973 0.31918144 0.61772816 0.536536 0.45906796 0.40891941 0.43184871 0.49419406 0.35820186 0.62222871] [ 0.36180571] [ 0.47304126 0.67275717 0.45817527 0.69363444 0.28509653 0.54938067 0.38679425 0.42894215 0.54387821 0.44742089] [ 0.30759005] [ 0.23960257 0.49167449 0.49441352 0.54299757 0.49164336 0.5967126 0.3872181 0.33837534 0.45288088 0.53290459] [ 0.19838817] [ 0.61827211 0.45222268 0.55260372 0.31052633 0.40295352 0.42507335 0.45610831 0.5341705 0.41421806 0.4677825 ] [ 0.39903391] [ 0.76120098 0.55020183 0.59150786 0.25296159 0.35488542 0.27519414 0.53397888 0.51590891 0.61907127 0.32274591] [-0.2898157] [ 0.57725276 0.54380149 0.45574467 0.46882947 0.31520018 0.4064361 0.48173483 0.55241905 0.47660804 0.48319572] [ 0.03145062] [ 0.68385194 0.7471162 0.5156517 0.53298659 0.41321725 0.40010173 0.58808756 0.57219176 0.76047107 0.38061138] [ 0.85617092] [ 0.17542271 0.54689666 0.41490574 0.71919965 0.62131141 0.72286589 0.38573558 0.25355098 0.31822752 0.61913549] [-0.20271256] [ 0.67695778 0.5169022 0.53681186 0.36227521 0.42418406 0.589755 0.4373103 0.73305422 0.52717891 0.50595253] [ 0.17032107] [ 0.47827968 0.64440424 0.39207775 0.66307733 0.44489577 0.78392905 0.35385239 0.60229621 0.41772767 0.70129087] [-0.64200525] [ 0.45283647 0.54809962 0.43567712 0.62852447 0.23372065 0.3101312 0.42487965 0.58262957 0.57205969 0.27154011] [ 0.31301828] [ 0.6763319 0.22366138 0.6715138 0.23907472 0.5395683 0.41927392 0.49961826 0.57202496 0.376953 0.32159028] [ 1.02886878] [ 0.66366243 0.65003724 0.59687428 0.40808655 0.4288992 0.52659502 0.45600337 0.54373567 0.50061568 0.50705863] [-0.130364] [ 0.41077346 0.54870967 0.4323673 0.57696332 0.39966638 0.50912651 0.45668308 0.78329503 0.50034405 0.4258532 ] [-0.11870994] [ 0.52694947 0.51156651 0.49613357 0.33252279 0.43954347 0.62945766 0.51018309 0.56466507 0.34763488 0.47055291] [ 0.09117486] [ 0.40101492 0.68394748 0.54730774 0.65071336 0.46091545 0.75073877 0.47004244 0.43824823 0.55108094 0.6426963 ] [ 1.89575101] [ 0.73234848 0.6361139 0.5129013 0.42958073 0.304347 0.31171232 0.55636729 0.73555667 0.55321731 0.33913613] [-0.1253711] [ 0.67015534 0.5382335 0.69128345 0.37763531 0.58032865 0.50290466 0.49644334 0.5518995 0.52352914 0.52756812] [ 0.08526822] [ 0.66896163 0.6370787 0.52654441 0.3220801 0.53910201 0.60627408 0.47890819 0.53871841 0.45763221 0.57806526] [-0.33915176] [ 0.47755363 0.65280047 0.40477329 0.54506033 0.29671783 0.51819456 0.3693571 0.61828559 0.50786031 0.50314982] [ 0.08999485] [ 0.38674911 0.65356373 0.45517027 0.51274148 0.38028642 0.51785841 0.41854153 0.62499952 0.73641707 0.48604253] [-0.58947863] [ 0.4959283 0.60134677 0.49475323 0.5575204 0.4793822 0.63661327 0.42585964 0.52969375 0.60443977 0.48385076] [ 0.0212951] [ 0.73829175 0.41708801 0.59758073 0.32910437 0.35856034 0.28316438 0.4680493 0.56498193 0.44415423 0.39508167] [ 1.28699065] [ 0.71302093 0.63244223 0.51717514 0.29005644 0.23935952 0.32553452 0.54633986 0.7099193 0.56903944 0.39950654] [-0.03728323] [ 0.41118035 0.62282949 0.4314297 0.46554392 0.4342799 0.57015996 0.5284267 0.59077871 0.37457979 0.5188092 ] [-0.72237661] [ 0.58123114 0.42464322 0.51486895 0.42515044 0.47013863 0.61653639 0.4833788 0.53627449 0.39986361 0.4345227 ] [-0.13298519] [ 0.66862116 0.71515353 0.47595396 0.36164343 0.40564487 0.49313781 0.50513969 0.70920009 0.5369109 0.51886299] [-0.16163469] [ 0.49970557 0.54037231 0.56748188 0.38649976 0.42044958 0.44250844 0.44959931 0.56500678 0.45562301 0.45898518] [-0.49824984] [ 0.50481997 0.69909077 0.49230033 0.59829299 0.54871564 0.48135826 0.40468136 0.45746883 0.46976863 0.55361528] [-0.03521986] [ 0.46811291 0.48155977 0.51334169 0.39459722 0.43108159 0.55567125 0.43252601 0.56828953 0.42363764 0.43182587] [ 0.25305933] [ 0.34619117 0.77243209 0.42490132 0.66909739 0.46553174 0.712882 0.46282218 0.43637273 0.51291196 0.71183425] [ 0.35681639] [ 0.23353922 0.5164699 0.44909871 0.64672823 0.44280201 0.74408882 0.41479684 0.49154635 0.33729195 0.49110066] [-0.44989714] [ 0.45570999 0.7429656 0.29875623 0.7211469 0.30807246 0.41785577 0.36034056 0.61477454 0.52067839 0.73588391] [-0.05077029] [ 0.45300671 0.37251558 0.65316798 0.31904225 0.56460461 0.54382259 0.44691663 0.39667125 0.32673114 0.58247787] [-0.25367967] [ 0.71901533 0.56420099 0.52238488 0.31842834 0.39885475 0.25661445 0.47387634 0.55743338 0.5428934 0.46737649] [-0.55582038] [ 0.49494217 0.36062224 0.54849012 0.47397911 0.34323462 0.31245423 0.46004748 0.62683109 0.44361571 0.27941215] Progress: 39.1% ... Training loss: 0.354 ... Validation loss: 0.573[-0.08127325] [ 0.69175714 0.49693246 0.47779114 0.4514318 0.33261279 0.31145615 0.4492811 0.44503092 0.57683852 0.39067169] [ 0.23747214] [ 0.64108342 0.5741041 0.53508752 0.40277307 0.38031742 0.36434385 0.50415578 0.55152591 0.57985815 0.39087472] [ 0.40649324] [ 0.27612093 0.33607198 0.57508121 0.56567365 0.55047942 0.45898943 0.39830328 0.37794064 0.4401633 0.56136964] [ 0.37833714] [ 0.27711379 0.21869521 0.75893943 0.43691175 0.5447365 0.72984645 0.34463037 0.25808459 0.2133526 0.52685311] [ 1.06330736] [ 0.47954332 0.66925688 0.41172368 0.61476577 0.3102529 0.40374793 0.34443063 0.38502752 0.65054911 0.38464887] [ 0.41280945] [ 0.26811949 0.69545363 0.4786949 0.59962358 0.50391316 0.7774337 0.39794182 0.45393381 0.57008665 0.72761099] [-0.29850754] [ 0.74805061 0.5711259 0.51792877 0.39628544 0.3650543 0.33545028 0.4485699 0.55407948 0.61925205 0.33529141] [ 0.5051744] [ 0.22787458 0.2726084 0.58337861 0.66749776 0.52403813 0.77324976 0.37175509 0.35925315 0.35697281 0.4438473 ] [-0.61914778] [ 0.6527907 0.47627024 0.57633076 0.42154167 0.46412344 0.35366998 0.38985954 0.52275287 0.46346605 0.51618541] [ 0.07635935] [ 0.30017821 0.6368271 0.39660974 0.65147711 0.38809148 0.62847697 0.41585434 0.48302141 0.43518298 0.60903664] [ 0.26452338] [ 0.34814838 0.62223283 0.48589836 0.48939153 0.52713924 0.61687038 0.29251887 0.46121996 0.46688184 0.62770907] [ 0.67189285] [ 0.60463277 0.3417236 0.49039848 0.49237359 0.39516243 0.31222689 0.43855879 0.45901877 0.38672465 0.32364894] [-0.27423327] [ 0.52389204 0.43325478 0.50888037 0.35399302 0.39730498 0.57741692 0.51319306 0.61718334 0.35677709 0.39626598] [-0.18457808] [ 0.42234997 0.71801967 0.54854471 0.68254757 0.41658816 0.67554947 0.37933218 0.52332374 0.52165017 0.58879374] [ 0.22518184] [ 0.31288365 0.52174738 0.55846345 0.48126017 0.37326938 0.52838916 0.48133394 0.50849447 0.51093745 0.37620226] [-0.43916888] [ 0.43373405 0.51456633 0.49005563 0.45755126 0.38546384 0.51384911 0.46648534 0.61778427 0.61947183 0.34425136] [-0.37063567] [ 0.52841739 0.7289134 0.5476729 0.51797316 0.5526474 0.64922117 0.47721322 0.45082178 0.63753172 0.62615258] [-0.4710513] [ 0.2596615 0.4755137 0.50304991 0.63564212 0.39829263 0.59153933 0.38258638 0.63056893 0.43367893 0.43326301] [ 0.00857387] [ 0.35071021 0.52801248 0.56069712 0.41099754 0.49447507 0.70455756 0.40196185 0.48715157 0.54447151 0.55495104] [ 0.11657972] [ 0.27998652 0.68890837 0.38966619 0.64112976 0.39029465 0.49557647 0.54792799 0.57332916 0.53397759 0.55443946] [-0.24432111] [ 0.40719343 0.27466333 0.6418378 0.31734153 0.564343 0.54066307 0.35760953 0.3825734 0.31320251 0.42659158] [ 0.61617466] [ 0.54616686 0.6850993 0.45609293 0.61604257 0.27905067 0.43995053 0.40520864 0.51800191 0.50307252 0.59749832] [ 1.16287918] [ 0.60312944 0.64447907 0.46164876 0.55361243 0.38445556 0.33417567 0.55587792 0.70289446 0.69659631 0.26458242] [ 0.77107427] [ 0.41982741 0.63513564 0.40311688 0.66096773 0.37893946 0.55975754 0.43153917 0.50154891 0.51325268 0.56518305] [-0.42305965] [ 0.40366034 0.70533087 0.44215967 0.66257218 0.50452567 0.55657363 0.4142594 0.54739422 0.59169184 0.53579395] [ 1.00154461] [ 0.72546794 0.56861959 0.5321199 0.43783065 0.29910252 0.29631343 0.5906869 0.72200493 0.59147247 0.21847528] [-0.10527709] [ 0.78931839 0.61237679 0.62750029 0.35442944 0.41204581 0.34491604 0.64413518 0.63169588 0.58949083 0.39354475] [-0.75623321] [ 0.52705716 0.38814004 0.63743184 0.34734658 0.47498849 0.52112104 0.51847664 0.6123899 0.45118484 0.41285605] [ 0.21230758] [ 0.2778447 0.72518864 0.45300543 0.64327859 0.40506717 0.53477485 0.46393577 0.47671426 0.55919476 0.69756242] [ 0.01006447] [ 0.74828376 0.58893855 0.64568002 0.34665335 0.47253646 0.41335742 0.50819648 0.69270526 0.64606436 0.42235265] [-0.223688] [ 0.6803217 0.69642682 0.5844247 0.50772416 0.5021165 0.53274346 0.45976992 0.61122613 0.68089589 0.54846059] [-0.26712315] [ 0.4830552 0.68159016 0.48407374 0.52204232 0.51831866 0.57573902 0.51496531 0.34931177 0.4831212 0.58891217] [-0.26822383] [ 0.32644875 0.65326808 0.4190936 0.49041501 0.38406135 0.65227059 0.51901657 0.4898641 0.53119926 0.57233883] [-0.21836289] [ 0.63694658 0.41236026 0.62103479 0.46121905 0.56264929 0.46061069 0.50383273 0.45635566 0.51587863 0.31573591] [ 0.99200626] [ 0.72625355 0.52384562 0.57747779 0.31203472 0.31768416 0.35658254 0.49066545 0.74137191 0.50246453 0.36356475] [-0.9641936] [ 0.48904586 0.80069915 0.3764944 0.56815487 0.23342403 0.51841015 0.44854282 0.56528265 0.67548357 0.55054708] [ 0.22529733] [ 0.34043782 0.27124246 0.64582253 0.55394924 0.53572554 0.54370551 0.37884437 0.34585391 0.43058057 0.30506021] [-0.04208337] [ 0.62259536 0.60807214 0.44447169 0.54155947 0.29889407 0.31961058 0.42063537 0.51982414 0.66260568 0.45811637] [-0.21286283] [ 0.35841979 0.61347297 0.43081749 0.54495971 0.30149384 0.45897977 0.56146442 0.55045153 0.55556876 0.47342147] [ 0.09648124] [ 0.54584028 0.65214082 0.45506839 0.48697524 0.32205847 0.49257024 0.51082395 0.65285503 0.56361477 0.4066578 ] [-0.0491672] [ 0.71045037 0.720414 0.4715102 0.31473809 0.41650211 0.55726338 0.54696631 0.58106647 0.54674689 0.50912271] [ 0.42894488] [ 0.55474376 0.50201773 0.50795278 0.64868136 0.31620158 0.42028223 0.43010779 0.45556373 0.4537103 0.56707375] [ 1.32709525] [ 0.50853753 0.80007667 0.39209039 0.59171718 0.24116571 0.32568388 0.41796358 0.64381846 0.56562779 0.53641056] [ 2.56011368] [ 0.52293414 0.50301558 0.46482101 0.50813736 0.31692976 0.21327259 0.43548859 0.65703002 0.50688984 0.31148301] [ 1.26892964] [ 0.7148286 0.67662662 0.56325928 0.4302891 0.41790722 0.40804748 0.51471619 0.68370679 0.64317516 0.41357161] [-0.41531938] [ 0.64297582 0.52143365 0.51212007 0.41641423 0.48534475 0.47511903 0.60624434 0.63137385 0.41871841 0.38123653] [ 0.555811] [ 0.80635978 0.58423102 0.62434199 0.29039968 0.3902152 0.31705998 0.57345708 0.58845784 0.60388165 0.31394521] [-0.71924011] [ 0.53682448 0.54803241 0.41369432 0.5602928 0.45012124 0.4219826 0.48725132 0.56006332 0.4689891 0.50476754] [ 0.49584351] [ 0.74258819 0.70578542 0.5149235 0.26043155 0.21421529 0.20427919 0.5302344 0.70004516 0.64309409 0.29556693] [-0.66787986] [ 0.79909579 0.56324432 0.53461148 0.29272332 0.33633448 0.3273824 0.47927986 0.61394911 0.59508464 0.35902934] [ 0.01729624] [ 0.60984 0.67415502 0.35846355 0.43842679 0.30715851 0.51916799 0.36345759 0.6110547 0.53011966 0.4598398 ] [-0.10371988] [ 0.67169944 0.625133 0.52500909 0.36522152 0.20885079 0.30261933 0.49582963 0.68270368 0.57940295 0.35900573] [-0.33116572] [ 0.45112546 0.45835021 0.64510953 0.49171151 0.39163561 0.58613783 0.41065031 0.43648486 0.41775384 0.44856413] [-0.71996411] [ 0.70845548 0.50454876 0.54132463 0.45409787 0.27786681 0.49848179 0.47417519 0.52487783 0.58323513 0.43694064] [-0.17899692] [ 0.50296217 0.66971811 0.5271903 0.3074364 0.43805233 0.67194299 0.42196279 0.56281442 0.53027609 0.63770171] [ 0.29137196] [ 0.26751858 0.71233801 0.35217296 0.56683209 0.43822342 0.6641908 0.27341389 0.46969764 0.46197918 0.59600869] [ 0.22697474] [ 0.42052372 0.7865219 0.41465134 0.58449434 0.25195123 0.53395586 0.4222446 0.57189996 0.55388979 0.526044 ] [ 0.72703213] [ 0.64235481 0.57014435 0.4809072 0.38889238 0.37790301 0.22834582 0.41428732 0.55189598 0.54662039 0.40369074] [-0.08002147] [ 0.55116595 0.56782736 0.52080823 0.59816276 0.45944278 0.55725009 0.53851894 0.51254369 0.47689551 0.53074618] [-0.45943345] [ 0.42095263 0.72788253 0.30282983 0.64735036 0.35749118 0.6847743 0.39265173 0.66676398 0.54408598 0.55516006] [-0.05407952] [ 0.35195599 0.72852901 0.37685368 0.73176827 0.26515058 0.64578946 0.40053669 0.6474493 0.56144019 0.52972521] [-0.08856826] [ 0.37581769 0.5026201 0.50465847 0.49092907 0.48058885 0.64698892 0.32814115 0.57074817 0.46575077 0.56431435] [ 0.63288574] [ 0.56394004 0.63604184 0.520084 0.49176817 0.45402361 0.48209569 0.50324506 0.55807579 0.46039618 0.44254608] [ 0.42785893] [ 0.58491062 0.7946748 0.44734946 0.55096014 0.29855857 0.52702676 0.40304551 0.66488559 0.62345131 0.51884238] [ 1.56753904] [ 0.69936082 0.72805585 0.40660126 0.53980553 0.24165382 0.22919216 0.49948059 0.62415307 0.68239848 0.37950511] [-0.32527839] [ 0.34625999 0.27166373 0.57599577 0.2840508 0.59220922 0.49615623 0.44051172 0.31303354 0.30102526 0.35507198] [-0.39370509] [ 0.37536322 0.58819517 0.47658164 0.58063546 0.40391111 0.56392132 0.41359643 0.49433561 0.53343685 0.48945402] [ 2.07877344] [ 0.86026095 0.39105945 0.72245659 0.18812453 0.44884454 0.27966996 0.65441675 0.67278268 0.50799984 0.23683305] [-0.02954932] [ 0.41271797 0.67620821 0.53687149 0.7250172 0.48129205 0.71247216 0.39111556 0.47815802 0.55170671 0.61501927] [-0.56104933] [ 0.51290642 0.50453445 0.62806019 0.41205671 0.49688271 0.56571846 0.42019024 0.56079116 0.45432041 0.49252014] [-0.17762935] [ 0.49597238 0.66066113 0.42653013 0.58331829 0.30282445 0.45860481 0.36141268 0.5574437 0.56173972 0.46748075] [ 1.33709423] [ 0.60635167 0.73752774 0.42686941 0.62441576 0.20805533 0.3358259 0.44533476 0.66069868 0.61921323 0.51277062] [ 0.743785] [ 0.44948863 0.68632782 0.53293341 0.41111288 0.35673595 0.55937424 0.44085809 0.43402792 0.52479682 0.54774651] [ 1.00962846] [ 0.59050121 0.67881211 0.45914017 0.63899223 0.23028114 0.40564382 0.45250826 0.60816956 0.61557388 0.39652787] [-0.27932438] [ 0.44169478 0.45277356 0.55120289 0.46156454 0.60887823 0.60203596 0.33722423 0.45611007 0.39613619 0.55309824] [ 0.1355487] [ 0.28781496 0.67339527 0.39546684 0.66213363 0.40412196 0.6632304 0.39486385 0.5989405 0.57664867 0.58414883] [-0.67898542] [ 0.77451894 0.44156398 0.60806009 0.30475663 0.44004588 0.38822353 0.490095 0.51140928 0.52905579 0.38223713] [-0.1633863] [ 0.47101256 0.63769911 0.58824107 0.46682048 0.54685427 0.71002037 0.52999957 0.39224975 0.56796969 0.62940097] [-1.40123424] [ 0.55660746 0.69428988 0.45402219 0.52212213 0.23771902 0.33680745 0.49460234 0.63451435 0.62088154 0.37042492] [-0.0254202] [ 0.40478413 0.32268781 0.59429224 0.55444699 0.53018387 0.47909859 0.39086251 0.3928196 0.40729823 0.48026927] [-0.34016708] [ 0.39097401 0.65339954 0.35989464 0.67481722 0.34469767 0.54734414 0.40926278 0.41427343 0.5475392 0.56744703] [ 0.53315185] [ 0.25728456 0.5460769 0.54374558 0.56214298 0.56172565 0.81992268 0.35767104 0.4494132 0.47430043 0.70615163] [-1.19815863] [ 0.65232221 0.20238882 0.77427804 0.15629335 0.51157062 0.32982963 0.5644915 0.53823295 0.33471831 0.29820007] [-0.28571106] [ 0.48480258 0.4956363 0.49500399 0.63170402 0.54945495 0.49547533 0.411672 0.49381347 0.50143558 0.39044794] [-0.36850287] [ 0.37903713 0.72444145 0.49408993 0.61136729 0.39069659 0.63262504 0.40258262 0.5734369 0.66149947 0.57401628] [ 0.51828802] [ 0.21977554 0.62246484 0.39306079 0.69900929 0.56460593 0.66634757 0.36010481 0.30529488 0.47515408 0.64304912] [ 0.08353662] [ 0.3277628 0.4181426 0.55202152 0.55301876 0.56171887 0.49159018 0.37602075 0.33040887 0.49577958 0.35839157] [ 0.57139874] [ 0.32386817 0.5371474 0.57832597 0.61139894 0.40735364 0.56825529 0.33929329 0.46868971 0.55126733 0.44239625] [-0.02186383] [ 0.32364381 0.48755261 0.49531444 0.47765156 0.4449383 0.68267256 0.33320259 0.42645494 0.32435661 0.51406596] [ 0.26267997] [ 0.23430783 0.73354163 0.32937599 0.62191939 0.48824581 0.56038041 0.32248076 0.38251642 0.40589518 0.67628675] [ 0.24381981] [ 0.30430965 0.46300355 0.62943061 0.40198488 0.54247606 0.69277792 0.38589101 0.35769692 0.47001403 0.6364916 ] [-0.4884254] [ 0.54968287 0.68045738 0.50624222 0.57516086 0.413538 0.56313612 0.44977937 0.54864677 0.52394499 0.61745794] [ 0.26818472] [ 0.63312057 0.69190407 0.57523464 0.48090361 0.46332759 0.55527274 0.49448882 0.56645273 0.62587904 0.54463864] [ 1.60002614] [ 0.68802795 0.48401945 0.58229764 0.27751263 0.40131138 0.37465955 0.5547835 0.62701509 0.56878215 0.32295481] [ 0.05409589] [ 0.54100756 0.74208953 0.36568103 0.46524427 0.32079121 0.70496599 0.42563902 0.5532031 0.59736198 0.64063054] [-0.66637229] [ 0.4663882 0.73554539 0.39011175 0.51831693 0.40349785 0.42866958 0.46736463 0.34100596 0.58731324 0.51665589] [ 0.29791117] [ 0.27340502 0.60557722 0.430619 0.62113174 0.45559691 0.53715224 0.46104086 0.46085361 0.54854588 0.38160798] [ 1.69906407] [ 0.84296739 0.45610129 0.62743961 0.28935896 0.34057554 0.33984664 0.60445966 0.80257262 0.45868096 0.27470529] [ 1.12456855] [ 0.66931213 0.66370883 0.48039115 0.57006686 0.26707878 0.37257298 0.4474071 0.52972229 0.56382825 0.36715125] [-0.67980545] [ 0.7510075 0.6713511 0.52271475 0.26487286 0.37128308 0.32671055 0.5411654 0.62871745 0.59269826 0.51983611] [-0.38494135] [ 0.43247161 0.67734655 0.5026335 0.48624647 0.54748888 0.60586245 0.35093012 0.57124445 0.49585592 0.61743937] [-0.26803482] [ 0.75311671 0.55805441 0.58414307 0.46021578 0.32641077 0.2578229 0.47004252 0.52669816 0.58672627 0.43142766] [-0.4777963] [ 0.4744555 0.60279932 0.55106089 0.49891997 0.42528602 0.57714287 0.46325913 0.52719681 0.40079538 0.54508632] [-0.72744634] [ 0.7429069 0.72431063 0.47014657 0.45493764 0.24398277 0.39163858 0.45098267 0.60984505 0.7150235 0.46290344] [ 0.00079299] [ 0.45348522 0.63047455 0.4481949 0.6404699 0.29123884 0.3700203 0.36981138 0.52153395 0.55304884 0.42143581] [-0.21104281] [ 0.48291913 0.62864763 0.47205949 0.5413985 0.32465535 0.70118498 0.39577768 0.42143736 0.57083347 0.62585139] [ 1.9237965] [ 0.55994055 0.63828543 0.46914057 0.49507385 0.36349064 0.39110679 0.61933973 0.66334435 0.68607216 0.28814613] [-0.24277459] [ 0.35128797 0.41294124 0.646609 0.39723341 0.61791447 0.61029932 0.43038987 0.41288367 0.43098503 0.52955626] [ 1.0672552] [ 0.64088014 0.58515603 0.49458375 0.5331377 0.35497459 0.31228825 0.47089025 0.54702361 0.56487264 0.36318609] [-0.09341313] [ 0.35982092 0.42798345 0.57017199 0.37167917 0.52741687 0.51179485 0.49137292 0.40302751 0.4416296 0.51980184] [ 0.24322387] [ 0.48552044 0.69298648 0.45506513 0.45665439 0.3707293 0.52633303 0.46858605 0.58706942 0.56358458 0.58513615] [-0.59083609] [ 0.58252299 0.47614411 0.58421029 0.47848245 0.52144185 0.58079993 0.46256989 0.42376014 0.35004406 0.47254123] [ 0.10299167] [ 0.44882877 0.34398698 0.61131805 0.37412105 0.5532079 0.56706476 0.46430608 0.56176076 0.5081134 0.39966848] [ 0.3423347] [ 0.4452205 0.40753528 0.59289151 0.41130795 0.45783195 0.56595288 0.38101483 0.64783019 0.4203319 0.44213617] [ 1.2512219] [ 0.64372014 0.52566105 0.46180418 0.50362273 0.38760648 0.49507397 0.58890648 0.69422937 0.49651474 0.34972103] [-1.08229899] [ 0.73151791 0.63020992 0.54021417 0.36191292 0.43679429 0.31225543 0.4387651 0.56384401 0.56914713 0.53882068] [ 0.39874456] [ 0.63203124 0.35075467 0.68544097 0.19535791 0.4072997 0.30614709 0.56347947 0.61977785 0.47089499 0.27114829] [ 0.34175184] [ 0.16097536 0.50193929 0.51440916 0.6763492 0.524898 0.75572335 0.42146405 0.37948985 0.44016212 0.50588045] [ 0.33937373] [ 0.23058535 0.48926409 0.59382107 0.59592661 0.45607339 0.60933141 0.4492822 0.42706636 0.41588554 0.65346337] [ 1.19683057] [ 0.48215996 0.71879974 0.42858921 0.59239586 0.209944 0.40747879 0.4437501 0.67713047 0.55660761 0.41321106] [ 0.35755483] [ 0.23618058 0.39743816 0.54223112 0.64056253 0.45088769 0.68586307 0.29891774 0.42359918 0.48053447 0.41757514] [ 0.36661162] [ 0.60404937 0.62686286 0.4657616 0.54025122 0.29632268 0.36322967 0.46353846 0.47769972 0.66567773 0.37667022] [-0.06677422] [ 0.53700566 0.52260666 0.50978337 0.42370554 0.25494754 0.32330219 0.56263359 0.69661165 0.53116786 0.3067002 ] [-0.04032518] [ 0.43073357 0.53159901 0.62001631 0.30486729 0.61940374 0.611593 0.39076056 0.4427608 0.49030446 0.62516929] [-0.6544297] [ 0.49023042 0.61534598 0.4258864 0.54368534 0.39837582 0.43027724 0.34158545 0.53389855 0.39459516 0.60879986] [-0.23575394] [ 0.77939059 0.56313113 0.52482321 0.33754687 0.25589545 0.43995617 0.45922367 0.56317633 0.49770387 0.37964019] [ 0.39013544] [ 0.30124893 0.65250198 0.44271075 0.60807357 0.46322266 0.53844221 0.43080241 0.56855782 0.60552818 0.47282283] [ 0.60660882] [ 0.65718849 0.62526995 0.46561115 0.52513293 0.2899776 0.30715833 0.501137 0.57241301 0.59610282 0.44942128] Progress: 39.4% ... Training loss: 0.379 ... Validation loss: 0.594[ 1.44912144] [ 0.53066834 0.81071069 0.39150011 0.54654093 0.21556486 0.39076433 0.44441644 0.67009528 0.59710756 0.46598073] [-0.04633252] [ 0.42404497 0.6100937 0.49188088 0.60019587 0.33844294 0.57582526 0.31585812 0.42243369 0.44299416 0.56040392] [-0.10867434] [ 0.38308167 0.82445133 0.45408302 0.60479801 0.39696367 0.71376613 0.49352724 0.50001245 0.70799153 0.6954129 ] [-0.53276606] [ 0.57331131 0.59262862 0.49842847 0.50660367 0.41696361 0.73380449 0.45610438 0.58651762 0.44412342 0.62402166] [-0.02688623] [ 0.44843862 0.60353862 0.52761433 0.58627367 0.47386086 0.50760637 0.4761192 0.68710069 0.50688372 0.39852972] [ 1.92570626] [ 0.71638406 0.61038639 0.5629614 0.38788374 0.44110273 0.36772022 0.65157979 0.71661096 0.55395842 0.2710945 ] [-0.37157943] [ 0.54502787 0.41369354 0.62339193 0.42638402 0.54092272 0.54785118 0.48016949 0.54757674 0.44722959 0.48020268] [-0.28994479] [ 0.40473402 0.46660749 0.42974147 0.36772372 0.49949099 0.63018775 0.43408834 0.55018026 0.48210044 0.4280694 ] [ 0.59461726] [ 0.70799269 0.51815361 0.6471747 0.38268839 0.5298137 0.5081496 0.47485639 0.56023467 0.54319288 0.48055738] [-1.22626267] [ 0.57686874 0.34718164 0.68653803 0.21443935 0.44478564 0.29290921 0.51701037 0.56339494 0.44342533 0.28296869] [-0.14883552] [ 0.42079023 0.67888085 0.49004231 0.52875114 0.39852581 0.50257285 0.39640421 0.49828072 0.47156489 0.63865165] [ 0.37994278] [ 0.78292576 0.31947644 0.64202867 0.33375685 0.35567986 0.23568578 0.43599099 0.5798443 0.38549038 0.29637434] [-0.30578125] [ 0.44447893 0.71277707 0.29056628 0.55603952 0.40975797 0.59285525 0.42422763 0.50274151 0.51965802 0.4999865 ] [-0.16071354] [ 0.68283309 0.63303053 0.6078741 0.34544895 0.41203824 0.42737497 0.67551755 0.64978451 0.59191922 0.43478411] [ 0.83355009] [ 0.4015299 0.5672494 0.4578265 0.44188713 0.31976762 0.46504301 0.45871439 0.46653221 0.45865402 0.44497387] [-0.12131392] [ 0.33122399 0.45809311 0.49122673 0.40252957 0.48387167 0.60383823 0.41798423 0.32076686 0.40123002 0.47831205] [-0.43210586] [ 0.62725266 0.65526201 0.4819349 0.51040605 0.39997724 0.34464161 0.38005963 0.5364166 0.63077197 0.37206724] [-0.46879775] [ 0.59881945 0.30504434 0.6796188 0.2752279 0.51750446 0.41551695 0.46615004 0.57299579 0.39115469 0.43537981] [-0.23902464] [ 0.46059305 0.67253495 0.49660747 0.57199627 0.28237804 0.61562733 0.45295258 0.4811826 0.53943341 0.54935439] [ 0.63455111] [ 0.57151094 0.73843047 0.42281579 0.52300702 0.25802275 0.39336509 0.47917976 0.66459034 0.65285497 0.36721285] [ 0.54748255] [ 0.17763426 0.73902319 0.4009102 0.63544219 0.52625439 0.7286202 0.29963302 0.3802926 0.49254358 0.74565921] [-0.75760752] [ 0.51719341 0.70335816 0.38035844 0.63993921 0.31953081 0.47572613 0.38427933 0.38826157 0.48101797 0.54415975] [-0.37147073] [ 0.38477532 0.44681037 0.59510154 0.32606397 0.53374959 0.53117434 0.44744179 0.36608625 0.53765753 0.46178578] [ 0.49391929] [ 0.18202456 0.72992778 0.44611331 0.71289312 0.49827243 0.71423024 0.37608188 0.36145491 0.54247513 0.76062555] [ 1.50064586] [ 0.58562861 0.74249892 0.39868767 0.53117218 0.24629925 0.21747075 0.49845411 0.69609528 0.64831368 0.38027409] [-0.15240898] [ 0.43380303 0.50613728 0.60012126 0.4438778 0.47022794 0.50518941 0.4994796 0.43873541 0.52104765 0.44360489] [-0.12241117] [ 0.37259929 0.61205188 0.50420071 0.52058916 0.43607174 0.72261423 0.37357951 0.5106274 0.50533248 0.67640306] [-0.4678105] [ 0.47090911 0.69278032 0.4534933 0.59714008 0.49892104 0.75480765 0.53111652 0.58404578 0.55604519 0.53620165] [ 1.00323599] [ 0.81020788 0.64370919 0.59268229 0.31306345 0.45550551 0.26337002 0.53793902 0.64817991 0.64885425 0.32314087] [-0.72340597] [ 0.38234767 0.57551836 0.45423429 0.6003294 0.29265461 0.50799657 0.5153424 0.66004352 0.51319659 0.29168896] [-0.69905427] [ 0.71216583 0.69611584 0.5714493 0.5519015 0.51998442 0.50145182 0.44412345 0.5766912 0.64575648 0.49072527] [-0.40613387] [ 0.40110687 0.59201209 0.3837859 0.63716719 0.4530075 0.71336988 0.40674252 0.63100985 0.61961325 0.43693489] [-0.43113995] [ 0.37927443 0.59804792 0.38897534 0.58433341 0.42652989 0.70530282 0.43097611 0.62660774 0.51394415 0.43337302] [ 2.26495639] [ 0.81974587 0.42414637 0.61184874 0.20948055 0.28764219 0.27779553 0.58715831 0.82418923 0.49479732 0.19437384] [-0.37614642] [ 0.33600045 0.6496984 0.36963515 0.66403112 0.41031947 0.70615949 0.38989149 0.56725888 0.63910113 0.4941791 ] [-0.40766908] [ 0.39865581 0.70867893 0.42409709 0.45562311 0.3979876 0.70343912 0.48887397 0.43126678 0.69137185 0.64278557] [-0.28868514] [ 0.38649752 0.54912074 0.54586638 0.52656925 0.42486975 0.67200439 0.3431863 0.43616261 0.41488591 0.54088756] [-0.38556271] [ 0.43965239 0.59686809 0.50485549 0.5309323 0.39415092 0.51635026 0.53417693 0.59704033 0.57887911 0.41065754] [-0.33228141] [ 0.53957342 0.52018514 0.57041919 0.59331491 0.53344248 0.54819569 0.43242663 0.53906997 0.61312005 0.46034336] [-1.01527938] [ 0.44885835 0.59086056 0.44873691 0.43730127 0.34688798 0.34489042 0.48465973 0.65489887 0.48901238 0.5991954 ] [-0.06920958] [ 0.66198408 0.60314146 0.52880054 0.44664047 0.40244349 0.41994235 0.57125636 0.63119992 0.51878681 0.5453286 ] [-0.46056449] [ 0.55938116 0.58995338 0.51035421 0.61350639 0.41748872 0.50885875 0.42352325 0.66563953 0.54613878 0.44849139] [ 0.82405045] [ 0.50161654 0.6492335 0.47399726 0.51756196 0.4407155 0.56478358 0.51622576 0.52825506 0.56414646 0.45084597] [-0.22714265] [ 0.38165296 0.53213734 0.43733448 0.2989807 0.48157134 0.57458302 0.39539861 0.46332254 0.38379606 0.44802368] [-0.62384038] [ 0.26159675 0.47415501 0.50698017 0.54848883 0.48405812 0.61949261 0.49118216 0.58777209 0.30209814 0.40557024] [-0.49048493] [ 0.48071758 0.39159891 0.68532203 0.25043918 0.41591402 0.520378 0.50743127 0.54920701 0.44220122 0.43003234] [-0.19145211] [ 0.33111933 0.77468864 0.33126577 0.75490766 0.31133453 0.60071601 0.45466176 0.64631864 0.56981202 0.74599938] [-0.32142592] [ 0.32202669 0.42539809 0.65182203 0.44551402 0.56181964 0.59891367 0.42577073 0.31290862 0.39919487 0.48206734] [ 0.06146334] [ 0.33813888 0.40777073 0.62441416 0.38653387 0.5894344 0.52866114 0.3999338 0.29375362 0.44816349 0.45786996] [ 0.162521] [ 0.27211684 0.30366444 0.61593117 0.51436829 0.60032545 0.53505259 0.42509381 0.34574838 0.40104298 0.64234273] [-0.78816565] [ 0.39059939 0.53526611 0.51277856 0.56539418 0.43918502 0.50569224 0.39446836 0.46314223 0.49257864 0.45913346] [ 1.16496105] [ 0.67856049 0.7173688 0.54042714 0.46845112 0.4214083 0.35662442 0.46685683 0.71239846 0.60570647 0.43973774] [-0.05313786] [ 0.42162086 0.70062361 0.46688488 0.58612607 0.27411858 0.66243944 0.40252373 0.59361841 0.4896899 0.57769712] [-0.96941067] [ 0.6183565 0.6723399 0.39906311 0.53904436 0.33553217 0.57506573 0.33254725 0.53931619 0.51572181 0.55668299] [-0.19170192] [ 0.5127408 0.47101302 0.61766951 0.4813542 0.36281168 0.55045505 0.46956669 0.56658125 0.4985871 0.42381869] [-0.3103284] [ 0.58453049 0.52636912 0.59189915 0.47421503 0.36070301 0.33179853 0.5045668 0.67771248 0.55493698 0.28977499] [-0.39669812] [ 0.57189415 0.49977368 0.58521812 0.35818762 0.4750713 0.34777305 0.48281953 0.43695064 0.54973083 0.32436043] [ 0.07734685] [ 0.25745201 0.35449911 0.52398998 0.49099619 0.5393821 0.48014879 0.40917436 0.40055464 0.38531126 0.33100634] [-0.61003062] [ 0.51058412 0.79477167 0.48728231 0.57540451 0.47568383 0.57846582 0.52143592 0.52619963 0.63550028 0.66050139] [-0.08901393] [ 0.76009513 0.61250228 0.5888575 0.3612817 0.29798887 0.40187095 0.4685673 0.52171878 0.64594983 0.47862051] [-0.62393075] [ 0.5113292 0.58366791 0.51992387 0.22093719 0.64349327 0.61040673 0.5425811 0.5113141 0.45895919 0.6273351 ] [-0.15800009] [ 0.45186059 0.61449061 0.3819865 0.59735976 0.30789411 0.60433244 0.43543784 0.57597526 0.51606013 0.49207362] [-0.81645239] [ 0.59842242 0.61720567 0.61023889 0.37221181 0.46963726 0.54630611 0.56041434 0.504492 0.59247658 0.50173527] [ 1.43040583] [ 0.8339813 0.56491074 0.55895772 0.19070945 0.28273317 0.19561234 0.55675437 0.73700821 0.59682515 0.2678805 ] [ 0.01647043] [ 0.67661435 0.73317428 0.34649784 0.51604287 0.25286365 0.38080323 0.41270327 0.52814901 0.57446021 0.51531837] [-0.51289379] [ 0.64791784 0.69439389 0.46565156 0.43611137 0.36252098 0.36077375 0.39140053 0.58779304 0.62825152 0.42723699] [ 0.09021874] [ 0.52805549 0.49495512 0.66892357 0.36513403 0.54726448 0.57209351 0.38196426 0.45699443 0.48319486 0.53731992] [-0.47078526] [ 0.4239301 0.47762746 0.50236561 0.43737797 0.46968241 0.57419476 0.47767662 0.55492553 0.5403032 0.52099143] [-0.13910044] [ 0.42744863 0.69451173 0.52254177 0.44804583 0.65104242 0.60705279 0.33931466 0.48427198 0.42845977 0.78287521] [ 0.57123274] [ 0.57671835 0.64277129 0.45797855 0.35482561 0.41275946 0.43412995 0.5562917 0.52787959 0.5222465 0.40624696] [ 0.48785968] [ 0.78057086 0.52252612 0.64422895 0.22943399 0.44750731 0.34690612 0.6269884 0.61491778 0.58129349 0.32499013] [-0.65354558] [ 0.63580827 0.33598181 0.62741508 0.28491484 0.40883594 0.60587693 0.45483032 0.54258087 0.36415314 0.37264922] [-0.21505519] [ 0.28575291 0.59425038 0.42106857 0.67488613 0.41007956 0.71254725 0.33672711 0.51524687 0.56686992 0.55489277] [-0.35726033] [ 0.66985105 0.57571526 0.53541475 0.40050244 0.35001875 0.62267339 0.46024566 0.5707476 0.62096682 0.54536775] [-0.85173491] [ 0.63505393 0.64482913 0.52887173 0.4352648 0.31385777 0.34856053 0.59639847 0.60779195 0.64261313 0.42731271] [-0.34851683] [ 0.45587684 0.61015492 0.38625767 0.53873434 0.31995237 0.49993051 0.50480893 0.68643956 0.522496 0.37279984] [-0.53822836] [ 0.36677808 0.60221168 0.38720229 0.60034036 0.44959636 0.45474095 0.39968703 0.36893266 0.45031884 0.52958167] [-0.32084527] [ 0.73262417 0.51199924 0.60326165 0.41031513 0.23765656 0.30493368 0.49981377 0.61763077 0.51499959 0.32027746] [-0.6838728] [ 0.53125663 0.72533682 0.34800603 0.63719519 0.30682368 0.61477597 0.29790689 0.54097252 0.54667275 0.58764449] [-0.55882439] [ 0.39867015 0.68332026 0.50776527 0.64235051 0.43336398 0.54395391 0.36066843 0.54324278 0.59113858 0.63086015] [ 0.13020371] [ 0.3191507 0.5565927 0.54625311 0.59833155 0.53851719 0.7431351 0.44507497 0.38241746 0.40895372 0.63869177] [-0.68335072] [ 0.58555291 0.61641359 0.46609244 0.59025996 0.4135534 0.4981174 0.43751289 0.31791111 0.44325436 0.5531616 ] [-0.53979939] [ 0.35660763 0.5641385 0.59504917 0.45076622 0.45632066 0.58336696 0.37793674 0.50047227 0.44641309 0.57083505] [-0.57474352] [ 0.38729156 0.47336399 0.50055645 0.55394436 0.4262366 0.6468701 0.34959357 0.61141802 0.48086411 0.48863991] [-0.3461449] [ 0.45727793 0.55945922 0.47098885 0.36595459 0.42066537 0.58504089 0.39255615 0.5187698 0.50788235 0.45372869] [ 0.85500311] [ 0.72986011 0.59691284 0.51902334 0.44932319 0.25727295 0.37106203 0.41658177 0.48179374 0.62411146 0.36154881] [-0.06514449] [ 0.33512637 0.63033276 0.43871973 0.61728174 0.26283548 0.3815462 0.4800156 0.67144854 0.64226586 0.29817635] [-0.17150644] [ 0.54355632 0.5409557 0.6537576 0.46165393 0.50641783 0.61184543 0.52255303 0.50703543 0.39112415 0.62685247] [-0.10654071] [ 0.63845251 0.70330651 0.39684723 0.44158641 0.28875702 0.50853869 0.44912972 0.47878922 0.56380634 0.5259297 ] [ 0.2655614] [ 0.33845092 0.62619722 0.3600035 0.63501567 0.32142067 0.57316937 0.41273965 0.43378088 0.57947214 0.53702202] [ 0.68496658] [ 0.56065609 0.72205695 0.51412674 0.4067026 0.42578425 0.49022357 0.54725314 0.56550082 0.60868573 0.52235594] [ 0.74455896] [ 0.37428479 0.60804722 0.4954486 0.55496688 0.45069136 0.63491388 0.39634466 0.6244644 0.52520668 0.47837366] [-0.45947816] [ 0.40031748 0.50239372 0.46353995 0.58327753 0.35988175 0.57670552 0.49674545 0.53471901 0.43753577 0.34228085] [ 0.13507218] [ 0.57001254 0.45140678 0.56860593 0.35473151 0.42892127 0.4802444 0.42619178 0.60848496 0.54762122 0.35663328] [-0.85349867] [ 0.46749892 0.81523381 0.3165022 0.62270583 0.34029947 0.43755873 0.37281868 0.48687723 0.56421028 0.57852142] [-0.90366962] [ 0.51614901 0.72403454 0.51070155 0.57723716 0.42396935 0.62027814 0.50946306 0.49060577 0.66555303 0.52696498] [-0.26167134] [ 0.72117944 0.61688171 0.46784117 0.53062035 0.26546016 0.33985672 0.41118582 0.53110495 0.61668181 0.45711793] [ 0.0064791] [ 0.41451058 0.50800255 0.42891104 0.37929018 0.47676444 0.40693321 0.44770646 0.43590565 0.5462954 0.28574789] [ 1.4612617] [ 0.66183997 0.78103971 0.54805066 0.44345659 0.35787346 0.47272037 0.4901629 0.63212634 0.73610635 0.50587211] [-0.42993926] [ 0.49138859 0.50071997 0.51504409 0.48843851 0.43101874 0.34338573 0.52458027 0.58395811 0.54745306 0.46593684] [-0.85794142] [ 0.63009526 0.55117642 0.44735925 0.39056154 0.36578842 0.38076558 0.48254467 0.65121431 0.40652391 0.39390158] [-0.61924369] [ 0.63732701 0.43116209 0.58490552 0.37944129 0.49157188 0.59249117 0.45153175 0.60500597 0.56701092 0.39805571] [-0.22522442] [ 0.47018634 0.52663201 0.60476997 0.36833844 0.50225068 0.58564019 0.49324936 0.46148973 0.46209848 0.57503759] [ 0.40629059] [ 0.59180808 0.40182253 0.66187886 0.40284036 0.38679942 0.40595428 0.47068003 0.5510297 0.4560196 0.39135573] [-0.53225395] [ 0.42239968 0.62171521 0.50270384 0.62761501 0.39919071 0.66483068 0.44298189 0.507175 0.43117527 0.49906077] [-0.07443806] [ 0.29775075 0.70722442 0.38015211 0.58032931 0.50382294 0.73100949 0.3110927 0.60543501 0.55047873 0.66320941] [-0.1773638] [ 0.27278212 0.55681896 0.51503446 0.5638434 0.53957326 0.75083499 0.40353216 0.53066612 0.53090073 0.57863536] [-1.1104443] [ 0.41307043 0.69798167 0.35952297 0.65385826 0.30073787 0.59058457 0.48294117 0.67607466 0.50115675 0.38025646] [-0.10572443] [ 0.33179384 0.46374668 0.58834575 0.5545659 0.46956254 0.55567349 0.406068 0.39323801 0.3782339 0.69082884] [-0.78414702] [ 0.58348909 0.4758886 0.58557526 0.47646979 0.51864978 0.57570854 0.46483522 0.42729921 0.35274635 0.46889682] [-0.3369136] [ 0.52787457 0.65638473 0.51055514 0.45440488 0.36050455 0.61211644 0.41260744 0.57596243 0.49701759 0.55513156] [-0.86855472] [ 0.52364742 0.70105854 0.36329697 0.55454265 0.46285762 0.49939545 0.51835525 0.45242227 0.47465355 0.52819705] [ 0.13214984] [ 0.65692483 0.39306886 0.6164121 0.3511053 0.4243459 0.56381727 0.42862789 0.62507755 0.53576698 0.38038694] [ 0.6810763] [ 0.62246084 0.64940322 0.43757303 0.29842771 0.39789291 0.34335257 0.54535422 0.62274764 0.65348899 0.35882824] [ 0.70692251] [ 0.64009856 0.45915228 0.6348172 0.28638194 0.37397016 0.48654723 0.5467783 0.57272697 0.36100609 0.36065402] [-0.44770592] [ 0.405925 0.5414671 0.51955788 0.6381265 0.55322629 0.62966965 0.4420707 0.46897791 0.51051049 0.47128779] [-1.61045338] [ 0.54685871 0.51062051 0.55474702 0.48213971 0.32177769 0.36167475 0.49050801 0.70636001 0.41971269 0.27834226] [-0.94217021] [ 0.45367008 0.44028215 0.4715395 0.54020805 0.46311954 0.3701514 0.44845491 0.33804361 0.34653185 0.36617165] [-0.01982317] [ 0.38031901 0.46874775 0.50564597 0.5533859 0.49515434 0.6235318 0.39281667 0.43374872 0.58588624 0.48727211] [-0.05558865] [ 0.36046255 0.48835407 0.46338862 0.57904213 0.48602188 0.41145736 0.47038103 0.44268534 0.46836869 0.70567436] [-0.31935192] [ 0.59876498 0.76200042 0.52590014 0.50964137 0.32176113 0.51796844 0.54615123 0.61134699 0.68190556 0.5028588 ] [ 1.13015328] [ 0.79166389 0.56198219 0.57865505 0.3160629 0.43903061 0.24434482 0.5829845 0.68200609 0.64952282 0.22926231] [-0.10526407] [ 0.35345705 0.78011711 0.32133662 0.68958725 0.25527043 0.6470179 0.34037867 0.62493676 0.58593761 0.64435575] [ 0.21683737] [ 0.21684945 0.63348488 0.43700923 0.60321024 0.41939746 0.62746412 0.33099498 0.48325347 0.40292254 0.58334235] [-1.0170698] [ 0.58418395 0.5145419 0.54770214 0.63383115 0.49551178 0.51932844 0.41755573 0.46593697 0.47930036 0.3758391 ] [-0.01977196] [ 0.34333224 0.79881056 0.38813475 0.70641658 0.49699366 0.7344891 0.32980168 0.57772989 0.57437255 0.72799166] [-0.63310864] [ 0.71755783 0.64469508 0.57834715 0.33491998 0.52810231 0.54285708 0.50101387 0.64156342 0.67307055 0.52646567] [ 0.03291391] [ 0.34808533 0.69765325 0.4196689 0.76031956 0.44391437 0.70812353 0.44045156 0.50906924 0.50535087 0.72592932] Progress: 39.7% ... Training loss: 0.349 ... Validation loss: 0.561[-0.36016768] [ 0.68337071 0.47760848 0.55832142 0.31984976 0.3720998 0.39062019 0.55418495 0.65161124 0.47618503 0.32824271] [-0.70202625] [ 0.65367065 0.77990198 0.42431418 0.58652824 0.30495592 0.40612297 0.39814558 0.51119352 0.676574 0.61309386] [ 0.08960333] [ 0.3250057 0.4743612 0.37759368 0.64616142 0.38721691 0.66378465 0.39989831 0.61137672 0.39779758 0.3992065 ] [ 0.73258397] [ 0.35303578 0.63790999 0.42504141 0.59736029 0.33231735 0.47527431 0.47171622 0.66742192 0.52380446 0.35745342] [ 0.13259592] [ 0.27891982 0.47368686 0.5216802 0.50969139 0.49818326 0.5916417 0.47258389 0.46403062 0.51952555 0.54869362] [-0.76241669] [ 0.51640172 0.71659767 0.57954987 0.51129221 0.38792452 0.58850103 0.48690224 0.52311743 0.54299289 0.49549601] [-0.26692408] [ 0.6581334 0.36761469 0.64420473 0.49471423 0.54145333 0.43697741 0.45424955 0.58778864 0.49794424 0.49207847] [-0.70512693] [ 0.37698495 0.68583838 0.43123633 0.65763074 0.32870927 0.60270225 0.49491387 0.64797775 0.58451382 0.42713153] [ 0.80637417] [ 0.61228168 0.57079728 0.52846656 0.33780249 0.39154529 0.46406716 0.49570952 0.7318664 0.63691886 0.35414487] [ 0.33149726] [ 0.38399925 0.19532899 0.72263759 0.35815945 0.55734577 0.53071059 0.35450866 0.30735972 0.29591534 0.36491426] [-0.39715927] [ 0.68273134 0.67472797 0.55502343 0.523917 0.40950039 0.48345653 0.42469461 0.68902673 0.66295683 0.48435842] [ 1.55199145] [ 0.37410444 0.55299838 0.54053755 0.5932143 0.37060896 0.46328107 0.46515736 0.53520621 0.60101203 0.31113498] [-0.23728485] [ 0.43573914 0.66725951 0.54016971 0.63308039 0.37097615 0.46141107 0.42048415 0.59973473 0.57016914 0.47526169] [ 1.0961912] [ 0.6605905 0.42791219 0.54220016 0.35118327 0.28994197 0.21209113 0.54655091 0.72063195 0.54190846 0.1961454 ] [-0.36001488] [ 0.44458393 0.35580949 0.65921118 0.3300548 0.51161368 0.47378406 0.53079781 0.55069628 0.42718748 0.44351805] [-0.65509171] [ 0.62246248 0.55124354 0.445491 0.39372412 0.36939598 0.39023756 0.47952761 0.64284256 0.40321213 0.40147052] [ 1.59595082] [ 0.65329947 0.73586948 0.40094744 0.45087261 0.27169505 0.26674928 0.50062959 0.699192 0.69038104 0.32086825] [ 2.10479554] [ 0.62737971 0.49096809 0.50730641 0.30408708 0.31395375 0.36001668 0.5626249 0.75651645 0.53987692 0.21701793] [ 0.13070378] [ 0.65841806 0.41294706 0.6420079 0.34790476 0.45078184 0.37490018 0.51498227 0.58667381 0.54396952 0.32157165] [-0.75601113] [ 0.38558925 0.6629932 0.36078278 0.56037697 0.3499466 0.38627753 0.36026236 0.47974885 0.58952458 0.42023985] [ 0.1535163] [ 0.60575223 0.65212474 0.41976695 0.42943857 0.31583495 0.5243699 0.43836092 0.44790077 0.51882162 0.52547095] [ 0.05356725] [ 0.40025312 0.57290436 0.53491261 0.46083417 0.46986855 0.63659959 0.38475218 0.47798019 0.45541213 0.64496997] [ 0.13523369] [ 0.31244008 0.74465956 0.31089152 0.671809 0.28544722 0.50275958 0.40892215 0.53553013 0.61513849 0.547178 ] [ 1.1451829] [ 0.49031363 0.43491777 0.63004943 0.39642417 0.43053017 0.33966801 0.50931596 0.5544332 0.49309872 0.36087467] [ 0.76562784] [ 0.44173985 0.28746884 0.68982721 0.35665558 0.43000893 0.42926574 0.5339162 0.55623361 0.44228904 0.25842547] [-0.04066161] [ 0.35031808 0.35607191 0.54721362 0.53726861 0.54331226 0.69001403 0.41862685 0.39732076 0.26672521 0.46281014] [ 2.19830672] [ 0.72747266 0.5674699 0.54816086 0.25949016 0.22500947 0.23003413 0.57000249 0.74701637 0.58877727 0.26654088] [-0.3722332] [ 0.32090393 0.5299994 0.37871882 0.73208355 0.30461838 0.3808943 0.51871143 0.55088226 0.48530067 0.64203996] [-0.46421752] [ 0.4342636 0.63980901 0.38415584 0.58349668 0.35748646 0.47580842 0.45821327 0.48491034 0.55695737 0.47956949] [-0.04595325] [ 0.43745475 0.6435178 0.46473241 0.59971061 0.31780373 0.49419803 0.30367053 0.44024034 0.47606926 0.48242111] [ 0.33159531] [ 0.36078406 0.72177072 0.38193598 0.66215791 0.48834148 0.70109429 0.42735086 0.40922637 0.39597293 0.72280959] [-0.18986657] [ 0.50214132 0.57806342 0.55875048 0.52956993 0.47060297 0.61144134 0.4959588 0.52272225 0.37384168 0.64888664] [ 0.44232798] [ 0.24716594 0.64152336 0.4175388 0.6210553 0.4587698 0.67580833 0.38595541 0.55500037 0.53590474 0.59744045] [ 0.36171656] [ 0.38396671 0.72002987 0.4311615 0.64800684 0.3179242 0.52050054 0.43378799 0.63608447 0.67398628 0.53268058] [ 0.23539921] [ 0.49828208 0.65519518 0.36552232 0.41849766 0.36686116 0.61628415 0.49426837 0.45528255 0.57052611 0.55833245] [-0.68200926] [ 0.42110436 0.78177643 0.32405621 0.60401313 0.29169308 0.57046071 0.4715983 0.54254905 0.55074615 0.50397859] [ 0.99926762] [ 0.55984941 0.61656349 0.51647009 0.4349833 0.34181274 0.42724262 0.44123427 0.51727288 0.51296584 0.52368275] [-0.1806435] [ 0.66145337 0.65814496 0.61062743 0.56413154 0.4945942 0.42523801 0.45889779 0.61181642 0.60666348 0.59553993] [-0.3924374] [ 0.57214551 0.75016201 0.49023543 0.61645122 0.39872933 0.68870185 0.49728315 0.53234482 0.61698357 0.61089703] [ 0.6734962] [ 0.60911204 0.68962849 0.5041359 0.48104274 0.40269385 0.48670977 0.53117359 0.52982136 0.60794296 0.53514868] [ 0.08957526] [ 0.4296741 0.74713573 0.35980845 0.70493858 0.58626967 0.67042487 0.36430823 0.57607805 0.46545213 0.73247995] [-0.28707564] [ 0.5094101 0.56253726 0.39413283 0.5979807 0.47239914 0.68236869 0.44582179 0.53651286 0.41625091 0.60763934] [-0.15696616] [ 0.33385827 0.64848615 0.37921177 0.38471751 0.41095161 0.61112617 0.34569884 0.44347447 0.43876178 0.48134679] [ 0.1556628] [ 0.57679694 0.69981115 0.44867233 0.54436569 0.34840496 0.48755775 0.57869218 0.64603548 0.55582463 0.50614578] [-0.15438077] [ 0.5461029 0.43880238 0.56317423 0.43834081 0.41821683 0.27612279 0.44938717 0.50972231 0.56781003 0.29665886] [-0.27709634] [ 0.40618927 0.66445241 0.40395516 0.5639341 0.30239629 0.52342707 0.44449898 0.49411715 0.55473543 0.5171313 ] [-0.16492096] [ 0.52162084 0.65284611 0.47940218 0.49675352 0.34447557 0.28829474 0.4198653 0.50578016 0.67797672 0.34364702] [-0.12180423] [ 0.42071519 0.46031732 0.40947151 0.5719569 0.40851263 0.6214451 0.48333336 0.51245038 0.4026867 0.3548864 ] [-0.23437304] [ 0.68784946 0.48946914 0.60815228 0.35658856 0.48686084 0.46803273 0.60911682 0.55173033 0.48366781 0.4206369 ] [ 0.57470162] [ 0.70815174 0.34112746 0.69681487 0.30764796 0.39453666 0.22257269 0.54484878 0.6633218 0.39966984 0.29903398] [ 2.13495712] [ 0.73381138 0.52571892 0.56773265 0.3825087 0.31469525 0.21657552 0.5061231 0.70015142 0.54716407 0.23571434] [ 0.19130084] [ 0.35170731 0.56169395 0.50466603 0.40920478 0.40650789 0.41686324 0.53075141 0.4880793 0.61337774 0.35023054] [ 0.05068198] [ 0.76276877 0.62840505 0.58718663 0.33965403 0.41940711 0.44132309 0.5043851 0.62806574 0.50732352 0.42056695] [-0.53201423] [ 0.71359931 0.68233308 0.41960171 0.35544976 0.25200588 0.3482888 0.59540198 0.70750688 0.58792054 0.27356028] [ 0.21358929] [ 0.60483696 0.35176242 0.59724635 0.316582 0.41330876 0.50596852 0.55654657 0.52648441 0.51073662 0.38537311] [-0.7376492] [ 0.5402314 0.66576259 0.4273268 0.69895822 0.52699768 0.46140959 0.43766468 0.43177518 0.52508683 0.44093154] [ 0.61190081] [ 0.22824758 0.588389 0.4630748 0.70662704 0.42137895 0.54140318 0.31771431 0.41667388 0.57760455 0.51453196] [ 0.3451793] [ 0.24717849 0.69504124 0.32903411 0.55634393 0.47879832 0.76690222 0.25599442 0.5207524 0.43372414 0.65178144] [ 0.44395126] [ 0.20567658 0.37887622 0.53112626 0.55099385 0.45711408 0.70065881 0.35206175 0.38098928 0.45842454 0.46585644] [ 0.33361762] [ 0.30457827 0.62736871 0.54119426 0.49427974 0.42942979 0.55680808 0.38101964 0.45981409 0.4774724 0.58584516] [-0.30308151] [ 0.55280675 0.72264182 0.44953829 0.5361653 0.42858887 0.60196952 0.48153993 0.54695164 0.50312238 0.71287413] [ 0.39803028] [ 0.68401523 0.35002081 0.69736074 0.23063894 0.33932436 0.41985464 0.5142537 0.68030218 0.48358958 0.2809185 ] [ 0.1119902] [ 0.67505225 0.41922718 0.63523131 0.22874438 0.43585084 0.40805228 0.57853412 0.50539634 0.53806984 0.41420923] [-0.0245894] [ 0.48933649 0.29668761 0.53236705 0.54492045 0.47254188 0.70933834 0.42409403 0.50456878 0.38322951 0.46034706] [-0.41936372] [ 0.62989147 0.57572912 0.54708473 0.27277392 0.43248388 0.45337303 0.43815333 0.6277974 0.46616667 0.52985202] [-0.52367424] [ 0.37625656 0.68433795 0.41174502 0.60252303 0.36151365 0.46666582 0.35323104 0.47158999 0.58468344 0.60461567] [-0.14176468] [ 0.74590476 0.6278069 0.52140103 0.38375758 0.27508502 0.27445613 0.49120676 0.61895738 0.57650379 0.37149711] [ 0.2908681] [ 0.34889707 0.73278917 0.39961821 0.68358303 0.46223005 0.65799427 0.40112259 0.3782335 0.41814283 0.68879945] [-0.51026748] [ 0.37073517 0.73569989 0.41224535 0.64934681 0.28860707 0.56788797 0.45288471 0.55761619 0.61095437 0.51623753] [-0.71362094] [ 0.52940646 0.7099115 0.51570355 0.57992617 0.42273149 0.62521073 0.51065609 0.48756859 0.65674456 0.52476753] [-0.05600802] [ 0.48964489 0.65187953 0.47591715 0.52031403 0.29048729 0.40911094 0.41358423 0.55531846 0.60033917 0.44191244] [ 0.39865307] [ 0.30723525 0.58637597 0.39208207 0.63754085 0.47028466 0.75579846 0.45897764 0.530404 0.48484706 0.57456625] [ 0.26673391] [ 0.37432088 0.6320891 0.43490262 0.40311443 0.4823482 0.76133796 0.34820145 0.51249339 0.47737259 0.67702859] [ 0.21395656] [ 0.29834426 0.57309759 0.3720414 0.51043684 0.45739753 0.76022486 0.34209515 0.48682581 0.49204211 0.61091074] [ 0.79188335] [ 0.54605423 0.42952 0.59452648 0.32270348 0.50877987 0.5955679 0.43368459 0.59656053 0.53762171 0.44627957] [ 0.00337436] [ 0.28587254 0.30244724 0.58386837 0.57311624 0.45069647 0.70370135 0.36158319 0.43411884 0.36084862 0.52228133] [-1.83970652] [ 0.64023138 0.62772613 0.47701741 0.42343998 0.2593959 0.25561372 0.53561787 0.64019747 0.55385106 0.29091106] [-0.08788283] [ 0.52220069 0.500701 0.56318187 0.38563882 0.45723834 0.31481929 0.44273847 0.46377736 0.50115112 0.43483787] [ 0.80751596] [ 0.46912082 0.63367321 0.4959169 0.49351878 0.43525195 0.62472275 0.61410105 0.62688461 0.57234445 0.47172458] [-0.19812304] [ 0.50245359 0.44839335 0.55612822 0.40742991 0.4536447 0.45210536 0.51136032 0.48062265 0.49755792 0.38128033] [ 0.07532618] [ 0.35257889 0.63789261 0.46359421 0.5573399 0.38148231 0.58921578 0.38637551 0.44372408 0.57540189 0.59686404] [ 0.0850324] [ 0.33932529 0.3150512 0.69167366 0.3916319 0.59413762 0.50227844 0.33179247 0.3077117 0.34838606 0.40967326] [-0.02078002] [ 0.48368753 0.59995531 0.50465638 0.50571356 0.37961179 0.34043181 0.47592527 0.50195867 0.56934844 0.52499153] [-0.68320476] [ 0.52092504 0.60213616 0.52804394 0.41638601 0.45848535 0.5376997 0.46260431 0.40835175 0.5699138 0.54681908] [ 0.45990952] [ 0.58063022 0.7835185 0.48991654 0.33612145 0.37423342 0.43655832 0.5329638 0.59823978 0.66768721 0.60799176] [ 0.00967377] [ 0.34214515 0.56140595 0.49557645 0.67563214 0.40810287 0.58504039 0.31894814 0.4798884 0.50917 0.45709148] [-0.77962285] [ 0.51660053 0.78559939 0.33110678 0.62305958 0.3844956 0.48222607 0.33039332 0.54387385 0.60665001 0.54903924] [ 0.27214806] [ 0.24470398 0.42283186 0.42882182 0.65707978 0.38317389 0.60800704 0.33956978 0.40773829 0.39793576 0.4772523 ] [-0.13125655] [ 0.40636489 0.40915037 0.63422964 0.53220422 0.4787595 0.69088135 0.44356599 0.43486874 0.29092924 0.53457225] [-0.16911663] [ 0.67162785 0.41613023 0.5363278 0.27496762 0.33962492 0.30989845 0.52603238 0.5604209 0.47157572 0.26697422] [ 0.84767708] [ 0.49556646 0.68532205 0.39921338 0.47925493 0.33560049 0.49666478 0.53720487 0.60526029 0.70994403 0.43162074] [-0.45700648] [ 0.75535671 0.54485529 0.58763904 0.32047535 0.5307923 0.54930075 0.50985673 0.5866427 0.5995559 0.4554432 ] [ 0.04134542] [ 0.77178552 0.32598305 0.66909972 0.23235199 0.43489254 0.48427064 0.49615368 0.54164279 0.48454923 0.3756706 ] [ 0.35109412] [ 0.66141871 0.58392477 0.52775015 0.43613876 0.37880569 0.30673542 0.39571067 0.58068709 0.590778 0.35595617] [ 0.40377423] [ 0.63258699 0.61315957 0.51313994 0.42634716 0.31936221 0.31425028 0.52995461 0.49835502 0.69297882 0.33944215] [-0.3651336] [ 0.34719627 0.59550319 0.46490025 0.60920146 0.39624873 0.57617052 0.40156412 0.49427001 0.53724013 0.49420819] [-0.32202308] [ 0.37101402 0.50646772 0.48641134 0.63760238 0.47598241 0.62129288 0.4713695 0.41389277 0.46484976 0.44735196] [-0.71117764] [ 0.4093845 0.38991905 0.54020559 0.50417103 0.40816929 0.56063629 0.49576558 0.62915239 0.46396417 0.27336215] [ 0.16989009] [ 0.40944667 0.61507662 0.43950553 0.72319705 0.63666623 0.66513542 0.42827902 0.40024787 0.37583296 0.57901188] [-0.00324341] [ 0.39296124 0.65774497 0.34553824 0.58325608 0.31445336 0.51623921 0.44337286 0.55937658 0.52227867 0.46101394] [-0.53372001] [ 0.73434491 0.66429103 0.59963655 0.51234097 0.47307979 0.50555085 0.47630939 0.64351553 0.6795149 0.50987139] [ 1.57917084] [ 0.676068 0.48746666 0.6477642 0.359441 0.52781342 0.30735433 0.52671029 0.61945522 0.54592398 0.27728146] [ 0.10594008] [ 0.66057859 0.52532638 0.59949696 0.43087442 0.34984934 0.25066928 0.47238192 0.5866635 0.51513487 0.42766932] [-0.61885169] [ 0.49584107 0.53822087 0.58080558 0.4243219 0.57160504 0.58839003 0.53779601 0.45606418 0.44145766 0.52070737] [-0.13267542] [ 0.43452059 0.5555654 0.52484861 0.51724245 0.33866337 0.50006476 0.41333565 0.55538413 0.46805771 0.41814582] [ 0.24388945] [ 0.35781902 0.54795814 0.43095777 0.57976876 0.41119674 0.62382797 0.36780492 0.44937143 0.41137065 0.51900422] [ 0.5071981] [ 0.20882967 0.55088543 0.4383506 0.71429302 0.54007013 0.75720129 0.44917244 0.37567021 0.45584023 0.61410726] [ 0.00377992] [ 0.38084346 0.65396852 0.43825444 0.65743133 0.33287142 0.60384994 0.37286358 0.36657698 0.55624608 0.69467241] [ 0.29970285] [ 0.26590856 0.67556592 0.33436422 0.71105869 0.43076315 0.65651177 0.42181833 0.49824769 0.53606923 0.60875321] [-0.1575347] [ 0.37121811 0.61839375 0.40036205 0.54667182 0.43010245 0.51399411 0.40301372 0.68081074 0.57125381 0.54938191] [ 0.12625663] [ 0.48552184 0.34981267 0.67926057 0.38749132 0.45334268 0.45241741 0.43917402 0.47686514 0.39300242 0.422484 ] [-0.04868314] [ 0.3232084 0.77806959 0.34389506 0.63903703 0.39306815 0.56612545 0.3762006 0.43060052 0.52583257 0.66702462] [ 0.82639505] [ 0.45474398 0.62670908 0.45313898 0.39819232 0.39651119 0.5265513 0.39857518 0.53859134 0.58051529 0.43302192] [-0.05004237] [ 0.69403451 0.7475281 0.4369962 0.46994288 0.41119434 0.60925461 0.46730992 0.62416042 0.56665822 0.57916599] [ 1.05255015] [ 0.71669999 0.57186777 0.54487966 0.36341913 0.28433389 0.36278439 0.48192982 0.75885371 0.54012301 0.36916195] [-0.14777482] [ 0.4188495 0.56338752 0.44777933 0.53190715 0.56762024 0.56547652 0.51067987 0.36026979 0.37450625 0.58309664] [-0.60644608] [ 0.5478244 0.78620601 0.34561252 0.61511489 0.30552448 0.48934465 0.34893656 0.50989094 0.6121538 0.57051911] [-0.21689435] [ 0.60799546 0.61453382 0.42536244 0.47081592 0.43322884 0.57591696 0.48351929 0.55362564 0.40937259 0.63785975] [-0.04483181] [ 0.55206192 0.21307493 0.7614001 0.1994912 0.4208846 0.39213437 0.53878967 0.58467089 0.37964112 0.25348426] [-0.47188087] [ 0.69693794 0.63115333 0.53346558 0.43613792 0.24570913 0.36774766 0.50357078 0.51943192 0.62168434 0.40096901] [ 0.80117932] [ 0.78934248 0.41108257 0.6272614 0.34660372 0.2673017 0.37843297 0.51454945 0.6860658 0.45919224 0.32617133] [-0.62611433] [ 0.52949936 0.76320825 0.41049102 0.49073772 0.40442431 0.49842264 0.47119604 0.42194746 0.55466833 0.61284269] [ 0.78832307] [ 0.58673967 0.62812337 0.53234696 0.31588788 0.36111651 0.34643843 0.56147105 0.71557297 0.52117451 0.44303915] [-0.15842467] [ 0.7541246 0.69656178 0.44653574 0.46241612 0.23837094 0.41086246 0.45201736 0.55294115 0.67982559 0.42074812] [-0.07816099] [ 0.37667406 0.45703317 0.63404515 0.5239326 0.40588406 0.62141769 0.38395084 0.4063063 0.40263339 0.47360948] [ 0.12531247] [ 0.29802478 0.50178552 0.46845714 0.43297312 0.53859158 0.64585081 0.2893576 0.41196161 0.32500626 0.54255412] [-0.55357482] [ 0.6939577 0.65555278 0.52415786 0.38234159 0.39599902 0.36218306 0.56044414 0.67435631 0.49217098 0.55187001] [-1.52725159] [ 0.59120934 0.62490861 0.48629529 0.46382206 0.28396258 0.27746643 0.53800919 0.72207205 0.59621315 0.2170086 ] Progress: 40.0% ... Training loss: 0.349 ... Validation loss: 0.559[-0.00451946] [ 0.46821159 0.74294877 0.44351818 0.63717028 0.57546743 0.63053773 0.33229637 0.53598538 0.48235114 0.76633269] [ 0.14533776] [ 0.3942979 0.67245638 0.44429209 0.65810745 0.40634489 0.75762772 0.39877596 0.47095105 0.41447538 0.68731986] [ 0.27826163] [ 0.2844663 0.57462437 0.49808874 0.50393319 0.5871514 0.70578252 0.31165631 0.45678006 0.42813098 0.71550953] [-0.13270073] [ 0.32202414 0.63208778 0.44915079 0.58559908 0.3488558 0.52547296 0.4591085 0.54857812 0.53972054 0.55944694] [ 0.2902504] [ 0.25564494 0.64177914 0.36152906 0.67637053 0.51276431 0.68190517 0.45976517 0.37186226 0.41422843 0.64449065] [ 0.59497079] [ 0.55075996 0.63667936 0.48712912 0.45559492 0.2563059 0.46280103 0.46026196 0.56727985 0.48382585 0.4800245 ] [-0.78637109] [ 0.76970348 0.39231247 0.66170145 0.28966823 0.40208342 0.32273124 0.59581545 0.60979164 0.44667616 0.28229831] [-0.51848833] [ 0.63133476 0.55106068 0.56004272 0.35351737 0.42624736 0.6514092 0.42116819 0.75010282 0.64465837 0.50876964] [ 1.05334792] [ 0.44612115 0.5897836 0.46009856 0.58763211 0.44707495 0.48945628 0.40475375 0.4687394 0.54802537 0.40501602] [ 0.00370489] [ 0.43885813 0.75619097 0.41048471 0.71813469 0.53057042 0.65171318 0.3098217 0.55646967 0.49879466 0.76708208] [-0.00303132] [ 0.24500911 0.48528289 0.46697281 0.64372281 0.38134451 0.44935291 0.36267422 0.42425885 0.54102356 0.41751485] [ 1.99257909] [ 0.57450852 0.68003784 0.4778222 0.58371265 0.2427134 0.42486264 0.35461846 0.51822242 0.6787594 0.45129002] [-1.34935462] [ 0.46675177 0.38493963 0.53431258 0.40255082 0.446033 0.43623995 0.49718559 0.63443141 0.55627037 0.25458219] [-0.98681896] [ 0.71647274 0.69611549 0.49194601 0.49396724 0.25991615 0.33589818 0.47406771 0.66215964 0.69701708 0.38646022] [-0.67581982] [ 0.75560138 0.51439389 0.60711663 0.40065424 0.23143179 0.29514589 0.51281536 0.62827044 0.52450907 0.31340078] [ 0.09941031] [ 0.30066156 0.62267474 0.42930131 0.49129443 0.39593804 0.57065036 0.450971 0.54372023 0.47619507 0.4997302 ] [-0.03493115] [ 0.31232572 0.56621976 0.32898906 0.60896625 0.48068319 0.6981055 0.3684515 0.48979076 0.32748391 0.49491964] [ 0.12811775] [ 0.73034025 0.70945844 0.44816427 0.38822918 0.3529422 0.38138368 0.55217824 0.6416312 0.62659965 0.41186005] [ 0.6666562] [ 0.7080983 0.51804733 0.64801178 0.38187573 0.52856243 0.50674177 0.47664569 0.56130812 0.54510435 0.47959839] [ 0.48162306] [ 0.57094545 0.55063329 0.57133375 0.59812253 0.51218647 0.34470342 0.43955063 0.56054355 0.58906374 0.43897509] [-0.34253087] [ 0.57186459 0.64703105 0.34240393 0.36211571 0.35878736 0.41705305 0.44324348 0.50976212 0.54186628 0.40324542] [-0.07714195] [ 0.37916431 0.57677914 0.5242152 0.50242917 0.42057799 0.64161182 0.465076 0.5477477 0.427814 0.51752135] [-0.78204101] [ 0.7848731 0.43373115 0.60157459 0.3970812 0.45490321 0.38139269 0.55309381 0.62478819 0.37380534 0.56903998] [-0.02584173] [ 0.38843106 0.56632666 0.46164685 0.41037593 0.47622182 0.65258111 0.42772957 0.52677325 0.49022622 0.50411063] [-0.37474224] [ 0.54762739 0.55620907 0.49001089 0.54877125 0.39151791 0.53196361 0.45823911 0.45132582 0.44402791 0.4256801 ] [-0.50664803] [ 0.58532727 0.68001291 0.42614642 0.56120593 0.41420991 0.58822688 0.3823128 0.40887936 0.51672345 0.61735115] [ 0.09671681] [ 0.57680234 0.51889984 0.54462159 0.35900597 0.4408474 0.54515288 0.47730697 0.69415454 0.5406375 0.49908948] [-1.28999261] [ 0.53131818 0.65380883 0.47722656 0.47706702 0.37684742 0.37892763 0.47185553 0.74517554 0.6062066 0.33183454] [ 0.41949988] [ 0.18285143 0.51780417 0.46513592 0.63294333 0.45384976 0.68774319 0.42902251 0.42203142 0.47395277 0.5689377 ] [-0.18254463] [ 0.2675441 0.60934968 0.4191049 0.65164985 0.36254652 0.65347763 0.47149755 0.44642936 0.54037163 0.54499151] [ 0.12905775] [ 0.39678539 0.50459013 0.4860462 0.5246769 0.38914523 0.43092423 0.45641403 0.50351326 0.53181686 0.41254886] [ 0.22464931] [ 0.46959686 0.66077261 0.43938872 0.51516278 0.32207987 0.40232293 0.36088299 0.48942919 0.59987752 0.45524665] [-0.09694943] [ 0.32750312 0.51976218 0.41255074 0.64646005 0.46650359 0.62652973 0.44506319 0.49132387 0.44845834 0.54738988] [ 1.24788229] [ 0.64096592 0.47419999 0.65641829 0.26730722 0.54033862 0.38362896 0.49178466 0.665807 0.50286518 0.33243169] [ 1.0080254] [ 0.4019053 0.7141945 0.38224288 0.56904744 0.24059169 0.38787584 0.4700325 0.61653316 0.58594999 0.37839942] [-0.33413604] [ 0.48922303 0.55653097 0.50134427 0.60077266 0.48576405 0.71699055 0.39214814 0.54084151 0.4956637 0.55949839] [-0.25783152] [ 0.7078311 0.52338608 0.54203516 0.46930068 0.27848025 0.47311233 0.39009984 0.60583045 0.60370389 0.42001774] [-0.17975992] [ 0.62337849 0.61497556 0.42346438 0.52065713 0.40258209 0.41434938 0.4984211 0.56434838 0.59424865 0.47267814] [-0.79359085] [ 0.64921128 0.4214907 0.63104156 0.26613351 0.31121816 0.27483909 0.58659033 0.64828243 0.60402064 0.21359633] [ 0.24517466] [ 0.20338315 0.47345771 0.49960082 0.56210094 0.5087767 0.74467251 0.45873146 0.42077406 0.36457094 0.49819415] [ 0.14587829] [ 0.67898285 0.44558348 0.62329188 0.40121739 0.37194263 0.4102316 0.49977754 0.71422103 0.50061906 0.29167739] [-0.39181839] [ 0.54062124 0.50169883 0.59444901 0.36739402 0.49872925 0.53270136 0.48478375 0.59632818 0.54111303 0.44294024] [-0.44588603] [ 0.62995144 0.63511669 0.52702948 0.26627996 0.42793375 0.45112929 0.44511647 0.63085042 0.5022062 0.54971166] [ 0.46241517] [ 0.50579255 0.65734804 0.40832556 0.52071985 0.268674 0.36015394 0.47084203 0.6780601 0.60629562 0.3783207 ] [ 0.30522766] [ 0.80764279 0.49431074 0.63191644 0.22305848 0.44546125 0.21018599 0.6056762 0.70451887 0.60788954 0.22506281] [-0.42855256] [ 0.66762521 0.43516838 0.65411729 0.23293792 0.37007056 0.25942902 0.54801964 0.63545807 0.53022177 0.26885133] [-0.02131482] [ 0.56105354 0.3990013 0.57913141 0.38020439 0.49472619 0.53732082 0.56117351 0.53116703 0.334367 0.44597479] [ 0.42508181] [ 0.68654875 0.56260781 0.47585876 0.43941747 0.27919533 0.39149076 0.4085329 0.53860192 0.58440763 0.35248779] [-0.96204552] [ 0.63037919 0.53015596 0.69233217 0.21504244 0.48274201 0.37231953 0.48297174 0.61286954 0.51149483 0.42690126] [ 0.60021953] [ 0.36349998 0.59856312 0.48238537 0.49975126 0.39222833 0.4722291 0.45418567 0.48946841 0.50329597 0.41200785] [ 0.12642583] [ 0.31042252 0.27294577 0.67833725 0.42837269 0.63404959 0.5843077 0.38620669 0.22491207 0.20348103 0.54725537] [-0.25276486] [ 0.35994347 0.63695622 0.44673164 0.62431247 0.43635015 0.55591735 0.38936109 0.38368332 0.42428985 0.56587288] [-0.33835837] [ 0.29743327 0.60856086 0.44325277 0.59142164 0.43531108 0.61826029 0.39624232 0.53527596 0.56574265 0.50242167] [ 0.236693] [ 0.23053961 0.48668169 0.59945825 0.48200456 0.47342052 0.73320267 0.45686214 0.36139065 0.41596562 0.54635145] [ 0.08928348] [ 0.473242 0.5825868 0.53691607 0.61825489 0.46871767 0.71123517 0.42458981 0.56525767 0.48640004 0.52249603] [ 1.20675373] [ 0.55244365 0.50208526 0.58612562 0.29997652 0.42209489 0.32474803 0.51244227 0.67981744 0.58876197 0.29372276] [-0.87463081] [ 0.59100679 0.40190349 0.57998878 0.44283518 0.59388386 0.53767167 0.59791335 0.41703214 0.43999202 0.37552744] [-0.5354411] [ 0.38656644 0.7229874 0.4416559 0.63414454 0.41298819 0.55633754 0.48411624 0.57853681 0.54039449 0.55089703] [ 0.1294856] [ 0.37410373 0.57853543 0.58635627 0.51805514 0.3653707 0.65919713 0.38325209 0.42646058 0.57905564 0.53637835] [-0.16614023] [ 0.65776662 0.53689362 0.49550925 0.26317998 0.33851138 0.31356464 0.53419818 0.55670412 0.53619578 0.30552187] [-0.56155941] [ 0.56201404 0.72337704 0.42653361 0.51408037 0.31825043 0.4431916 0.46946871 0.58324247 0.6658336 0.51089048] [ 0.05053983] [ 0.51046498 0.75920615 0.53092353 0.62754306 0.40903081 0.7000965 0.51798067 0.52639554 0.58710263 0.59128099] [-0.12602682] [ 0.4113349 0.62093259 0.42511657 0.65294401 0.35923954 0.5899706 0.39846032 0.35063156 0.43343604 0.6125138 ] [-0.30038632] [ 0.56005709 0.54329129 0.54384283 0.39181088 0.45272522 0.40526231 0.4354369 0.53955481 0.46483284 0.47784497] [-0.2863504] [ 0.28888672 0.62920617 0.41414089 0.54299842 0.42077395 0.62853345 0.52120923 0.6881419 0.43489125 0.47054923] [ 0.07946622] [ 0.4612217 0.72384387 0.48103292 0.68917592 0.42048887 0.66842606 0.37847783 0.56501638 0.57484397 0.62621234] [ 1.97514338] [ 0.65222 0.74407366 0.38116239 0.60470264 0.22469746 0.24586418 0.47579136 0.62948744 0.69393327 0.38735355] [-0.8385586] [ 0.587602 0.33082208 0.71032953 0.35524854 0.4056954 0.57104896 0.42515969 0.60499658 0.49870388 0.39436664] [ 0.45244317] [ 0.19363528 0.4722291 0.46919131 0.49524727 0.62379315 0.73865123 0.33576207 0.40286946 0.40805465 0.67358645] [-0.31763536] [ 0.48346693 0.61757071 0.47956885 0.51865641 0.37793102 0.66108092 0.33328465 0.48837459 0.44204406 0.61222718] [ 0.26369948] [ 0.37801876 0.66701735 0.4924488 0.60483903 0.4346062 0.7143073 0.38569333 0.40309596 0.41154831 0.66098755] [ 0.24205818] [ 0.27610062 0.55228031 0.38130157 0.58361904 0.45502034 0.58538687 0.38260438 0.34973233 0.48656806 0.4157554 ] [ 0.05532836] [ 0.40563198 0.77331434 0.42982166 0.55410119 0.27314232 0.53683415 0.42380581 0.55197708 0.5355095 0.52918824] [-0.63624182] [ 0.69682669 0.6415855 0.46243529 0.34342833 0.34366246 0.36709342 0.44976201 0.65557826 0.70304255 0.38859994] [-1.00574566] [ 0.55286728 0.64966299 0.56954164 0.63709341 0.40366308 0.53760772 0.42729918 0.61701059 0.52806392 0.44197516] [-0.88751392] [ 0.44917418 0.30447937 0.65538732 0.37033443 0.40694225 0.29650547 0.48467688 0.52644405 0.40825541 0.21828818] [ 0.46225859] [ 0.5592062 0.31808471 0.70609639 0.38023726 0.38925196 0.49968532 0.42285912 0.45699095 0.46172135 0.3279325 ] [-0.09836321] [ 0.28960049 0.58794611 0.50317759 0.62840051 0.50738033 0.5683558 0.41002513 0.46963772 0.57872752 0.47444617] [ 0.46732166] [ 0.60178248 0.70363103 0.48039026 0.43519296 0.2267899 0.44873789 0.45636741 0.55285252 0.52305845 0.48171256] [-0.54115042] [ 0.61054793 0.34987974 0.71772693 0.33658043 0.57962733 0.32436721 0.5195175 0.56701117 0.35407679 0.46613934] [-0.61652435] [ 0.5573172 0.32233992 0.72555818 0.29341383 0.54676144 0.54908619 0.48249677 0.36482364 0.30489725 0.49314046] [-0.4723521] [ 0.47865321 0.67152636 0.40831575 0.59619442 0.3211185 0.43014657 0.40762694 0.5423501 0.54553826 0.45255539] [-0.55409465] [ 0.55177764 0.51706158 0.48548665 0.34323332 0.32967903 0.29090371 0.48961309 0.61471936 0.58437482 0.32406215] [ 1.79317123] [ 0.79452658 0.6582544 0.62921509 0.36063767 0.45327896 0.35227333 0.5064497 0.69801129 0.68859568 0.41906686] [ 0.24099842] [ 0.30607755 0.61136362 0.40801325 0.4021979 0.52219498 0.71575958 0.31955431 0.40704785 0.36654814 0.68783491] [ 0.95261919] [ 0.82084432 0.61121821 0.57610318 0.21284976 0.29875532 0.3256638 0.54120328 0.80489879 0.67823014 0.33548748] [ 0.1336435] [ 0.29504785 0.70815626 0.37741118 0.67308261 0.52178937 0.70007667 0.3557917 0.45794136 0.51684708 0.62412436] [ 0.77002955] [ 0.27856452 0.68216969 0.46717212 0.64598798 0.38240591 0.47260638 0.35554073 0.50403125 0.48176567 0.57463536] [ 0.57187952] [ 0.81014259 0.53716763 0.69185114 0.15131335 0.41853102 0.37419906 0.69480663 0.71135372 0.58072322 0.38269521] [-0.79424635] [ 0.55750464 0.64037279 0.5191873 0.53741726 0.50499342 0.66286204 0.46617742 0.6405419 0.46442424 0.45419241] [-0.10652237] [ 0.42212246 0.62779486 0.41846234 0.49265013 0.48388446 0.67851221 0.29573182 0.50987382 0.42499776 0.67891385] [ 1.04290489] [ 0.61579455 0.74947692 0.50822213 0.47290348 0.42418084 0.43443345 0.56385007 0.7027692 0.69713878 0.44021661] [ 0.13367426] [ 0.39039962 0.44853676 0.6141199 0.42423334 0.50998167 0.61583866 0.45415896 0.44079868 0.40924959 0.56528216] [-0.6065774] [ 0.44795381 0.76133667 0.3778833 0.70408469 0.294336 0.63789458 0.44107497 0.62066648 0.59807853 0.51424925] [-0.23397165] [ 0.45078887 0.50858182 0.62831612 0.46938476 0.38639842 0.55207702 0.41895984 0.46366378 0.4689252 0.54292166] [-0.12045273] [ 0.46451469 0.61774375 0.50539852 0.43659208 0.37951448 0.4603689 0.58221295 0.44050514 0.61216709 0.50438015] [-0.31091954] [ 0.76881508 0.46889841 0.61306192 0.3910406 0.22380051 0.22585015 0.49619771 0.64219491 0.51293752 0.2283481 ] [-0.23686047] [ 0.40731504 0.47728211 0.5896677 0.26343313 0.54942749 0.58560715 0.46195917 0.6558676 0.4605985 0.50862147] [-0.25414627] [ 0.44830834 0.44550471 0.63282073 0.29917185 0.5449292 0.60883681 0.44778791 0.38081254 0.44716785 0.55558987] [-0.11615328] [ 0.6780033 0.60177995 0.47863706 0.47363065 0.30832407 0.32817052 0.44757341 0.48265442 0.5743009 0.50067536] [-0.03042636] [ 0.3027664 0.55288034 0.4305168 0.45825329 0.52835342 0.6311479 0.31428481 0.47609102 0.37288259 0.55143928] [ 0.08566917] [ 0.31580387 0.42472294 0.67541818 0.50150247 0.58167093 0.74044406 0.47705841 0.31941597 0.43097074 0.56052622] [-0.28262602] [ 0.64809393 0.51831074 0.61268729 0.34160849 0.43935482 0.45813807 0.44102355 0.57098128 0.53988623 0.48711867] [ 1.60593774] [ 0.49583007 0.44260762 0.44865577 0.54748919 0.30938068 0.31851207 0.4075039 0.41501757 0.55627773 0.2728611 ] [-0.66105478] [ 0.48111592 0.50201667 0.54445873 0.46763416 0.36509355 0.46159779 0.3834629 0.4346665 0.51173891 0.43018772] [-0.79979458] [ 0.56053647 0.67765524 0.43041829 0.51670328 0.4260753 0.4831066 0.3921437 0.52552862 0.52652145 0.65778164] [-0.76847863] [ 0.57407862 0.19020673 0.75561406 0.20880679 0.58658062 0.37795682 0.51302798 0.39199173 0.3185621 0.33154558] [-0.3674783] [ 0.35732406 0.60232275 0.38451094 0.60519289 0.45525094 0.47026653 0.39540153 0.35682634 0.44498902 0.54151396] [-1.23592801] [ 0.51923291 0.61844697 0.3699553 0.56990649 0.29757411 0.24020669 0.58255963 0.6426559 0.61753827 0.50365547] [-0.00993182] [ 0.61643435 0.59500758 0.58903175 0.42390154 0.34982108 0.38655904 0.57499535 0.70341129 0.60490543 0.31585732] [ 0.03937137] [ 0.73951558 0.51613581 0.56232277 0.3732503 0.28709602 0.45903433 0.50846937 0.57835176 0.55190788 0.41315109] [-0.1578213] [ 0.69433434 0.57639618 0.55535753 0.28333588 0.42358498 0.53039892 0.56541382 0.57402455 0.51968048 0.39582501] [ 1.35121237] [ 0.57996513 0.65607435 0.58375553 0.58969172 0.42306522 0.56425497 0.38091732 0.60869883 0.63679853 0.55525366] [-0.0851423] [ 0.72431163 0.69155191 0.50488234 0.28150123 0.40802109 0.52172251 0.59317581 0.61405252 0.57356089 0.46041089] [ 0.37957703] [ 0.33439571 0.36016851 0.56818563 0.35526122 0.49480156 0.48434941 0.37701598 0.54283521 0.3150546 0.39405679] [ 0.67487779] [ 0.55830961 0.42267065 0.64487055 0.35665263 0.46693602 0.56415475 0.4040908 0.48817397 0.51012018 0.50402178] [-0.58595315] [ 0.38704393 0.69202595 0.32606385 0.62999591 0.43632418 0.34593529 0.37065409 0.3836629 0.48020703 0.56441269] [-0.13398101] [ 0.33132205 0.58757873 0.59364939 0.39038654 0.45122899 0.63049987 0.43837662 0.50478105 0.46177578 0.60989044] [-0.29980154] [ 0.54214658 0.70368518 0.45056048 0.51561765 0.35160755 0.3585845 0.50143444 0.58427877 0.57063762 0.6108338 ] [-1.21920986] [ 0.79728361 0.79261529 0.46799524 0.27993668 0.25263438 0.39421792 0.58713107 0.62883605 0.69148316 0.4695071 ] [-0.83226778] [ 0.76762537 0.51003457 0.59938573 0.34426421 0.33071885 0.51086515 0.45599237 0.58288325 0.58522628 0.49820114] [-0.96966726] [ 0.50497861 0.58586306 0.55219759 0.37440697 0.38437751 0.55720985 0.53054243 0.47169832 0.62651764 0.51804329] [ 0.31244824] [ 0.59985515 0.76796282 0.33813077 0.57791364 0.25903086 0.28728931 0.53160922 0.56459811 0.72975067 0.44477127] [-0.0617433] [ 0.30939562 0.51121826 0.44516833 0.55555471 0.4932932 0.74656642 0.37896764 0.66478959 0.54137062 0.52936085] [-0.25640119] [ 0.53069431 0.4136221 0.53636533 0.25913816 0.46223749 0.48702133 0.41270118 0.55288622 0.43086748 0.34020344] [ 0.40391909] [ 0.36899994 0.60244013 0.5119342 0.47358377 0.42140234 0.50382813 0.48975125 0.52706595 0.55546404 0.46417939] [-0.11932878] [ 0.24851118 0.5932196 0.39532391 0.67380857 0.48790297 0.54174049 0.35094398 0.38731038 0.48057317 0.53688496] [ 0.30701876] [ 0.23796515 0.52695052 0.59472495 0.44520747 0.60273201 0.70524211 0.43020607 0.25890349 0.47710036 0.6347116 ] Progress: 40.3% ... Training loss: 0.345 ... Validation loss: 0.564[-0.1580435] [ 0.56398045 0.49358205 0.50679872 0.5391035 0.39611529 0.3968957 0.54089072 0.51318364 0.48764557 0.35630463] [-0.10640465] [ 0.47868176 0.70696156 0.46087855 0.62866784 0.43711814 0.60692453 0.45150826 0.56435763 0.53768706 0.70508893] [-0.34271229] [ 0.61412803 0.49475794 0.61467908 0.34673988 0.43881812 0.44460995 0.51722314 0.53866361 0.49036443 0.42558603] [ 0.10862826] [ 0.37699813 0.66669886 0.52310759 0.6635196 0.4736564 0.68996874 0.39727161 0.4922067 0.58890508 0.63201083] [ 0.02568136] [ 0.38592425 0.40797065 0.63506321 0.34956398 0.49821736 0.60418514 0.45199395 0.46864808 0.42341466 0.49262878] [-0.34602261] [ 0.61407736 0.70731216 0.44263809 0.42305106 0.34832814 0.48417663 0.49153591 0.56432821 0.62610148 0.5459118 ] [-0.2219581] [ 0.30405997 0.57872769 0.44992635 0.54886904 0.4150472 0.5990549 0.40679209 0.40724474 0.51251969 0.49060777] [-0.12112197] [ 0.43115298 0.48815495 0.61253713 0.42484817 0.51544499 0.55909052 0.4255178 0.60779074 0.57220131 0.46697875] [ 0.05784625] [ 0.48762647 0.49407132 0.61827004 0.37061738 0.5693828 0.4565144 0.42255672 0.44880692 0.44935162 0.52826001] [ 0.79923675] [ 0.63273059 0.65275255 0.48154409 0.43505562 0.35888395 0.36884252 0.43772492 0.57767517 0.55554471 0.54210604] [ 0.03823616] [ 0.41402508 0.49651402 0.52513072 0.44146641 0.50604154 0.57554909 0.3558847 0.39398818 0.46209503 0.47041796] [-0.98792003] [ 0.5430934 0.68900362 0.47879605 0.60280633 0.25372201 0.48056276 0.42522593 0.49955004 0.56589598 0.44119652] [-0.56992205] [ 0.52843264 0.68688743 0.42724446 0.55333396 0.47967133 0.59331901 0.48810636 0.46791263 0.50927533 0.53273915] [-1.09446006] [ 0.67206845 0.72604553 0.57742262 0.43189213 0.38551519 0.51393863 0.57660007 0.64047274 0.5740525 0.52909228] [ 0.4198009] [ 0.40105197 0.63035629 0.57628228 0.34282905 0.49213904 0.52976619 0.4015954 0.53361139 0.51172965 0.61489264] [-0.22521579] [ 0.42301501 0.70671772 0.47540206 0.55299311 0.36571599 0.50047608 0.5430181 0.61704748 0.55826833 0.49204229] [ 0.4509283] [ 0.64153916 0.57832455 0.62702431 0.3980274 0.43775613 0.43734962 0.45204555 0.65226163 0.45725186 0.43472563] [-0.95597131] [ 0.55970937 0.62148208 0.42029974 0.60423823 0.35698241 0.48473939 0.368323 0.5410771 0.46333403 0.48266181] [ 0.22451341] [ 0.53050506 0.67810122 0.46878039 0.44289844 0.38994093 0.47243777 0.4781038 0.70761025 0.65340695 0.52575781] [ 0.98574326] [ 0.70653903 0.6366095 0.56702618 0.337072 0.36766145 0.42145628 0.51458613 0.50787815 0.57922431 0.56938463] [ 0.17130203] [ 0.41477418 0.62979565 0.40629787 0.47756802 0.33135114 0.56047341 0.40088815 0.49139059 0.43815282 0.54635684] [-0.08875319] [ 0.58073363 0.74426588 0.36814082 0.4495092 0.39067991 0.67098378 0.49980603 0.56763864 0.5043093 0.63328649] [-0.0616929] [ 0.36288379 0.49652843 0.61972158 0.48390801 0.42940683 0.62220905 0.48389128 0.44879202 0.45930114 0.56173799] [-1.20249551] [ 0.54986983 0.45196152 0.4563061 0.50404072 0.48350386 0.4651591 0.46030637 0.55925269 0.4074136 0.32401309] [-0.60393124] [ 0.63172988 0.27060816 0.72819775 0.25661838 0.55212624 0.41359901 0.51281735 0.44280989 0.32157034 0.46351887] [-0.1138398] [ 0.51626149 0.62291941 0.58966661 0.51739805 0.45164189 0.52585813 0.52166086 0.47764325 0.63537834 0.48321551] [ 0.33476222] [ 0.30758032 0.67836287 0.42274473 0.63873993 0.53761078 0.65545462 0.42201524 0.37692182 0.3799512 0.69345621] [-0.22702946] [ 0.72695204 0.43143662 0.52837119 0.44209803 0.45185536 0.43801602 0.55282435 0.52095499 0.54127178 0.30632859] [ 0.35901212] [ 0.3026403 0.57881009 0.51906319 0.59237758 0.48076096 0.73859937 0.38510987 0.55178562 0.49811561 0.51741524] [-0.35592903] [ 0.56969002 0.39872505 0.5339232 0.4589566 0.53670941 0.42136591 0.62028189 0.58206432 0.32284627 0.4541671 ] [ 0.01039982] [ 0.2627665 0.66606143 0.39709452 0.60112802 0.44157303 0.64161929 0.44474615 0.41996263 0.59869703 0.57638092] [ 0.56531775] [ 0.39434613 0.39148305 0.49842322 0.51183353 0.32937585 0.52788326 0.43718573 0.53930446 0.43554484 0.38835228] [ 0.78826108] [ 0.48520736 0.7748012 0.42303268 0.56318079 0.34632132 0.46570825 0.41599393 0.55129846 0.5954487 0.52882003] [-0.64816084] [ 0.68588129 0.62022907 0.48238723 0.45251937 0.24571253 0.53161054 0.46170775 0.49406506 0.50031572 0.50904161] [ 0.24162189] [ 0.39369483 0.76543927 0.42222352 0.72789735 0.47834969 0.6991163 0.28906538 0.52852773 0.53042955 0.69264255] [-0.23409732] [ 0.6821235 0.68667393 0.65275511 0.35861464 0.48836243 0.48197454 0.59210532 0.56592613 0.65254404 0.54380081] [-0.10380435] [ 0.46413101 0.68985375 0.46753641 0.66188933 0.52933096 0.66709275 0.33748938 0.5608202 0.49366835 0.6665007 ] [ 0.28612139] [ 0.63952109 0.70829174 0.50600643 0.49337995 0.37361937 0.31360024 0.44722589 0.55441423 0.69324961 0.39487258] [-0.00105296] [ 0.55183547 0.71445517 0.44586859 0.58083172 0.40388009 0.62603643 0.38135845 0.54734868 0.53401811 0.56023513] [-0.09746685] [ 0.50940557 0.60170877 0.40617475 0.57439105 0.3307132 0.63435696 0.50150359 0.55414526 0.47301287 0.50898038] [-0.58835713] [ 0.54328458 0.78626999 0.34450006 0.61739829 0.30828651 0.49816411 0.34727047 0.50284989 0.60948512 0.57702892] [-0.2057812] [ 0.38837219 0.48009362 0.54240808 0.53181221 0.5914255 0.54121047 0.37687898 0.35541279 0.37505649 0.53335173] [ 0.74475687] [ 0.69730266 0.71214908 0.55493999 0.39170369 0.35664872 0.55705314 0.57128882 0.59726625 0.57514653 0.53463103] [-0.11206727] [ 0.64391889 0.59575444 0.65410378 0.50846912 0.5073748 0.4659649 0.47617819 0.59298669 0.5992881 0.49699619] [-0.52912327] [ 0.49725397 0.81717016 0.29785753 0.7024575 0.3042022 0.48740176 0.30790603 0.50183876 0.59664591 0.68093526] [-0.09181217] [ 0.38839656 0.5163757 0.43859178 0.67057908 0.31486721 0.52386659 0.34391159 0.33946391 0.45957322 0.42526996] [-0.0788329] [ 0.54342613 0.29101155 0.71104564 0.32155845 0.52010017 0.45997586 0.44549871 0.3939203 0.3134027 0.48033649] [-0.59180921] [ 0.55149111 0.60613085 0.47622726 0.48049456 0.39082907 0.57976435 0.38480738 0.66422265 0.57240961 0.5312564 ] [ 0.13980894] [ 0.40390174 0.64151566 0.49377537 0.60928442 0.50440319 0.72046432 0.42177571 0.39286222 0.41331276 0.64558607] [ 0.31263917] [ 0.41850387 0.56563188 0.54211209 0.34123205 0.50761508 0.55281646 0.42789173 0.66272186 0.51116012 0.51643294] [-0.30294018] [ 0.53313791 0.5663375 0.54188934 0.35271343 0.45141305 0.51391783 0.44597382 0.54260876 0.5704488 0.52971042] [-0.03999376] [ 0.66523799 0.70555306 0.39063633 0.38125575 0.27292543 0.45713455 0.4756172 0.51546763 0.58910819 0.44493971] [-0.78550134] [ 0.79815816 0.38935487 0.62019402 0.30437152 0.48213972 0.34772039 0.58108307 0.57232949 0.40841431 0.4599197 ] [ 0.23465072] [ 0.28002804 0.62419596 0.45549236 0.52127074 0.38353818 0.75469996 0.38071847 0.43997165 0.46449464 0.61959549] [-0.22803449] [ 0.70682334 0.7466423 0.53890262 0.44367352 0.4486031 0.52864674 0.50539799 0.56750005 0.59577065 0.52225007] [ 0.8269245] [ 0.74202033 0.66130567 0.55517545 0.46093373 0.37424489 0.38789362 0.52495787 0.69598592 0.63143176 0.37615815] [-0.31844647] [ 0.47974933 0.69989623 0.37618721 0.68041155 0.29761765 0.53386312 0.38305231 0.37245043 0.54079338 0.63322369] [ 0.25988745] [ 0.5830115 0.64295426 0.4130702 0.59844735 0.23492681 0.24793181 0.51276038 0.67631384 0.59676154 0.52976552] [ 0.33895003] [ 0.47940358 0.70053233 0.47615576 0.43444847 0.39756579 0.48927314 0.49752082 0.65219128 0.66338183 0.50616317] [ 0.13353946] [ 0.42843597 0.65616995 0.44461374 0.61103715 0.39029753 0.55254237 0.40462114 0.62941856 0.50120488 0.42571236] [ 0.94285964] [ 0.72919347 0.37226605 0.61913468 0.30297294 0.32656358 0.32616426 0.43513129 0.51787213 0.3745144 0.2958593 ] [-0.26907948] [ 0.44122971 0.61034898 0.49195437 0.56726498 0.40847497 0.64280666 0.43996095 0.51220746 0.43115849 0.54445894] [ 0.20314789] [ 0.661038 0.5431833 0.58275995 0.31209395 0.39441938 0.46025838 0.58045872 0.57853109 0.54638874 0.46848614] [-0.59278362] [ 0.44199435 0.61020431 0.50030995 0.64409025 0.49793786 0.6003383 0.49022552 0.53461104 0.60354937 0.44573146] [-0.14937461] [ 0.64016395 0.51859115 0.60977383 0.34589418 0.44507448 0.47191912 0.43600158 0.55861709 0.53429861 0.49852929] [ 0.07270258] [ 0.39839535 0.28982229 0.70481922 0.32542545 0.46171702 0.67634829 0.44509544 0.39699107 0.2831992 0.49330703] [-0.88377897] [ 0.42204896 0.46972229 0.6162707 0.41337337 0.40031173 0.40292727 0.44767642 0.4593797 0.49630717 0.34962159] [-0.21996187] [ 0.47371382 0.56811672 0.56002148 0.54370501 0.47737088 0.47047703 0.38951825 0.43912036 0.5694597 0.40527225] [ 0.24725069] [ 0.20764415 0.55618866 0.37806938 0.57415767 0.41725092 0.63258442 0.34546454 0.43953208 0.47096959 0.45171514] [-0.42216452] [ 0.57919866 0.76814044 0.40586471 0.62073182 0.29057161 0.5931468 0.42350908 0.43008131 0.63878316 0.5912601 ] [-0.10954595] [ 0.56715216 0.64738109 0.45069859 0.53237827 0.35753044 0.47386187 0.31759416 0.59944402 0.59657943 0.44369149] [ 0.10947102] [ 0.4362619 0.69397188 0.52876058 0.5263509 0.36314139 0.53882882 0.53286041 0.65964754 0.62702798 0.47148446] [-0.38507078] [ 0.48874283 0.62573772 0.67598248 0.37873175 0.58382434 0.48387889 0.44658044 0.52029639 0.58135259 0.57413116] [-0.32575143] [ 0.41406651 0.51295761 0.48767666 0.5815476 0.43425464 0.66760967 0.35704844 0.61475062 0.46836605 0.60957558] [-0.32188161] [ 0.59350128 0.30481829 0.67913197 0.27569489 0.51866508 0.42016416 0.46493555 0.5675479 0.39066069 0.43954502] [ 0.45715464] [ 0.57638252 0.56015933 0.60774233 0.4329 0.46551024 0.6524223 0.57882654 0.59205977 0.4825479 0.58066849] [-0.59200763] [ 0.48123613 0.63339456 0.4952336 0.47703334 0.44852358 0.67702665 0.50870153 0.49671914 0.62132033 0.51690369] [-0.90071642] [ 0.83755927 0.60034521 0.53389353 0.29237064 0.28463149 0.2204679 0.54262046 0.5406782 0.64648869 0.29215432] [-0.00763261] [ 0.34555742 0.42783723 0.61088447 0.3836603 0.47473648 0.47402977 0.43421746 0.51995001 0.40162858 0.43999735] [-0.14635628] [ 0.40021866 0.26906279 0.66923176 0.31896807 0.48767161 0.53480684 0.48362931 0.40914962 0.46449889 0.31942537] [-0.38836053] [ 0.47574987 0.51365583 0.43981607 0.42626556 0.45955734 0.42557501 0.44685644 0.48861128 0.49165748 0.36807166] [ 0.3018447] [ 0.55289384 0.41688851 0.57418003 0.29625238 0.37392737 0.44856031 0.45019798 0.71802712 0.4020436 0.29334706] [ 1.37710906] [ 0.60546459 0.68597481 0.47794654 0.47920581 0.3471925 0.34062177 0.43715801 0.5782802 0.55802462 0.3822374 ] [ 0.01991914] [ 0.22492493 0.58173105 0.46458524 0.54865222 0.4981646 0.68003761 0.38247513 0.43112451 0.46409009 0.52030223] [-0.59293964] [ 0.67543347 0.6280283 0.52126984 0.50916786 0.45330683 0.48754223 0.44746732 0.63935415 0.53456323 0.4840478 ] [-0.45305771] [ 0.63370135 0.77872111 0.48130505 0.58021463 0.42761903 0.41704249 0.44181478 0.67325238 0.64850755 0.46562013] [ 1.16877835] [ 0.58634459 0.3810694 0.54087574 0.31458036 0.39180329 0.32445413 0.46051998 0.47239555 0.41247602 0.29023247] [ 0.43490058] [ 0.25998407 0.60528598 0.55899928 0.55748569 0.4549792 0.68881097 0.33691253 0.3073174 0.41352339 0.63439882] [-0.67172096] [ 0.6010981 0.73842909 0.40574803 0.62611461 0.23716163 0.60089387 0.3464703 0.50050249 0.57185478 0.53824336] [ 0.56934675] [ 0.21260624 0.39796867 0.63664452 0.58467075 0.52585912 0.838239 0.37740184 0.38032934 0.38323995 0.62482002] [-0.35960123] [ 0.52449316 0.47977943 0.6091921 0.3159998 0.49310529 0.52014 0.43731253 0.50028554 0.39910781 0.62540134] [-0.40261486] [ 0.64711067 0.69299593 0.46328723 0.43168165 0.27903796 0.50222756 0.46876284 0.57994888 0.60721292 0.53314983] [ 0.15621259] [ 0.39685838 0.65988546 0.36096169 0.52732242 0.42046233 0.65497237 0.35783788 0.62456583 0.5207113 0.62182409] [ 0.37127226] [ 0.19367508 0.38197076 0.58627385 0.51944905 0.53578579 0.75522314 0.38306451 0.35097689 0.3343112 0.53743361] [ 1.39508234] [ 0.67901987 0.69045168 0.44126419 0.54752546 0.23273362 0.28501219 0.470116 0.57811738 0.64615863 0.43517981] [ 0.18797058] [ 0.65243543 0.48934885 0.60759116 0.33348098 0.43427087 0.32063697 0.59391144 0.52069717 0.49024033 0.50783852] [-0.4834861] [ 0.59519712 0.75415806 0.49807435 0.4960769 0.39768729 0.74911231 0.48229041 0.59455161 0.59253777 0.66976403] [-0.06513933] [ 0.50622382 0.65918378 0.37942713 0.68038435 0.28498137 0.41796943 0.35069959 0.50206191 0.54081314 0.56311621] [ 0.3872968] [ 0.44303135 0.54569258 0.53494311 0.5343501 0.46528215 0.52038448 0.50987438 0.57804724 0.58556695 0.42033459] [ 0.02051961] [ 0.45111096 0.65152929 0.47004017 0.46161463 0.43599683 0.58095333 0.39051551 0.58764762 0.5136116 0.50392986] [-0.36929853] [ 0.40916233 0.71138017 0.46972097 0.48738727 0.30242097 0.48739873 0.4155061 0.44345438 0.59340641 0.51229732] [-0.26774889] [ 0.62520061 0.62566902 0.51630176 0.48754337 0.42192545 0.35921167 0.63372406 0.58737671 0.58411114 0.47256357] [-0.34239479] [ 0.69391991 0.7798222 0.43061688 0.37367149 0.38180137 0.4761297 0.56944679 0.60878592 0.65246426 0.54808951] [-0.51972625] [ 0.46327398 0.70111572 0.51293102 0.69233138 0.47801032 0.60346931 0.42435859 0.55358202 0.60358332 0.52423441] [-0.35319704] [ 0.53352451 0.64653701 0.55070157 0.37571819 0.57405443 0.69699418 0.49839644 0.51670979 0.46647663 0.68284319] [-0.17946569] [ 0.5187956 0.62576389 0.39414286 0.45855145 0.39318273 0.48671864 0.37637419 0.49601277 0.44324753 0.61810494] [-0.57969258] [ 0.50937817 0.44694131 0.57697724 0.49012975 0.41525407 0.5471086 0.44586123 0.61172479 0.49789712 0.42945962] [ 0.21942485] [ 0.53217395 0.67248058 0.43997045 0.51170642 0.31123202 0.38336332 0.48341127 0.60049609 0.5725778 0.46059008] [ 0.52996607] [ 0.2157719 0.54980538 0.37856793 0.65453289 0.55190595 0.76053652 0.37721485 0.44192809 0.38518418 0.6628191 ] [-0.05232031] [ 0.41840209 0.73290226 0.32474824 0.65936159 0.30656842 0.45559902 0.40937718 0.37481907 0.70529019 0.44293771] [-0.13235905] [ 0.42897213 0.39494351 0.64580502 0.36429771 0.38911886 0.5876406 0.43455978 0.45723914 0.36700852 0.41747193] [ 1.37377972] [ 0.69331129 0.42288426 0.60485089 0.32329283 0.45521888 0.49268994 0.54491227 0.57931636 0.47616054 0.39375745] [ 0.22455312] [ 0.23924702 0.45322808 0.5941583 0.51859029 0.48176826 0.69335933 0.4042056 0.3129741 0.40859107 0.54232465] [-0.23948447] [ 0.42708979 0.47398625 0.5956243 0.43757789 0.49365359 0.43968174 0.4286274 0.47887255 0.43378278 0.41605096] [ 0.93022349] [ 0.74032972 0.42083426 0.70264685 0.22632754 0.48777847 0.38621429 0.57443199 0.6891247 0.49037263 0.36697606] [-0.30318285] [ 0.58526321 0.77778236 0.34861986 0.53667297 0.2397811 0.55577989 0.39498824 0.448008 0.60259936 0.55925745] [ 0.37964503] [ 0.14771314 0.72085567 0.41595507 0.69282291 0.45440829 0.7440347 0.41003298 0.43083188 0.48789597 0.60906973] [ 0.00932275] [ 0.23081571 0.6276907 0.36627437 0.65571819 0.34945641 0.61801936 0.2883043 0.51145401 0.4789515 0.49192771] [-0.52504094] [ 0.27708885 0.71715976 0.4032322 0.59253459 0.3085672 0.54853207 0.33116566 0.56402679 0.50372533 0.44738665] [-0.51859124] [ 0.60379031 0.61469503 0.54406409 0.38294346 0.48733529 0.35555759 0.57788016 0.54158617 0.62308193 0.38991417] [-0.72447926] [ 0.34030213 0.46179327 0.59659234 0.56038817 0.3450268 0.56808715 0.43785294 0.46515296 0.45671303 0.40450341] [-0.11732902] [ 0.35390315 0.50484931 0.52357573 0.61764639 0.41364241 0.57467906 0.43634315 0.43049022 0.5306346 0.48730231] [ 0.22814174] [ 0.24350635 0.3869256 0.46251063 0.58063668 0.56723196 0.49763817 0.44920516 0.40787528 0.37904494 0.63098299] [-0.22803449] [ 0.70682334 0.7466423 0.53890262 0.44367352 0.4486031 0.52864674 0.50539799 0.56750005 0.59577065 0.52225007] [ 0.13151614] [ 0.33768166 0.54576861 0.4184862 0.67272042 0.43246228 0.44949201 0.50682028 0.52691155 0.45805331 0.51538912] [ 0.78331869] [ 0.71570546 0.55444157 0.57357374 0.34799101 0.28597821 0.34970418 0.60363977 0.79781391 0.49006514 0.30104011] [ 0.60769434] [ 0.46569497 0.37375779 0.64515137 0.48968812 0.39063573 0.4610299 0.41698669 0.51915406 0.42289 0.41024046] [-0.48682948] [ 0.60848042 0.75855441 0.40074905 0.48959824 0.30610589 0.49227483 0.48152173 0.59353067 0.66908272 0.55539248] Progress: 40.6% ... Training loss: 0.351 ... Validation loss: 0.570[-0.81460732] [ 0.31582838 0.6274963 0.44492961 0.60721255 0.36775924 0.47546235 0.39031804 0.5869252 0.58052056 0.4260572 ] [-1.03059498] [ 0.58781163 0.65853889 0.52672527 0.38816325 0.345977 0.39434695 0.54991014 0.5514943 0.65748669 0.42562928] [ 0.69214323] [ 0.37940644 0.54969673 0.47969723 0.52257668 0.41968788 0.39395984 0.43087627 0.46280827 0.5380989 0.42802211] [ 0.14201491] [ 0.3428771 0.35165106 0.56924044 0.50054464 0.56710428 0.5320516 0.46287042 0.31447945 0.32704875 0.69187206] [-0.15112509] [ 0.54345764 0.68397528 0.39269939 0.57843267 0.36352073 0.70001856 0.32473352 0.48471733 0.49215002 0.68010052] [-0.32260953] [ 0.68021604 0.36927465 0.65056594 0.34481289 0.51562424 0.38708982 0.45836068 0.54204268 0.44289223 0.4168774 ] [-0.28601952] [ 0.59955661 0.73718039 0.46922883 0.40336612 0.36539774 0.32531612 0.52616152 0.72177183 0.53689737 0.47679037] [-0.03495944] [ 0.4842789 0.61613074 0.48744659 0.63946008 0.4223497 0.54220808 0.38196365 0.49960417 0.55310139 0.43280344] [-0.93243816] [ 0.59872524 0.61581624 0.49492855 0.5004026 0.277545 0.3685906 0.47749441 0.50912231 0.60237472 0.37225398] [ 0.57152991] [ 0.42606055 0.52579611 0.58548109 0.39290703 0.38363943 0.48449791 0.40675686 0.41429238 0.43110352 0.41630436] [-0.3685851] [ 0.63473427 0.60446618 0.60362816 0.34176521 0.44568928 0.62819812 0.43025563 0.61096266 0.46868362 0.56564282] [-0.04927932] [ 0.65830623 0.66267285 0.52997522 0.50968834 0.30701425 0.47591069 0.46589883 0.49285964 0.6320159 0.53486919] [-0.17574972] [ 0.44624882 0.63298438 0.47618578 0.62161116 0.47059059 0.73164728 0.42326892 0.51840652 0.60998815 0.5901777 ] [-0.36687953] [ 0.33373925 0.57610668 0.45058959 0.65278629 0.46696611 0.60171964 0.51622141 0.47788152 0.52900285 0.35827969] [ 0.17410729] [ 0.23490531 0.43303488 0.47028205 0.58485501 0.60242263 0.6547515 0.47024216 0.4082431 0.22933451 0.49499203] [-0.26174842] [ 0.34717 0.70012351 0.41907906 0.65924287 0.29697413 0.70415839 0.45908611 0.64222229 0.53859087 0.5421326 ] [ 0.7252665] [ 0.54110437 0.67386509 0.46673509 0.47878805 0.29160701 0.37637866 0.43956065 0.64560748 0.55553408 0.40331849] [ 0.97759829] [ 0.67256239 0.55251678 0.59771401 0.56342851 0.4167448 0.56149993 0.40220424 0.56309043 0.56370525 0.47588359] [-0.16375148] [ 0.318227 0.45286469 0.43990765 0.63283035 0.4201776 0.35797672 0.58138229 0.59658014 0.43342765 0.49451101] [-0.04641914] [ 0.54027229 0.57026546 0.59089966 0.51483046 0.50901003 0.70095292 0.49269988 0.44662812 0.47315891 0.5896382 ] [-0.44012672] [ 0.63909051 0.68736892 0.55414724 0.29416 0.44963708 0.53619384 0.51178318 0.5221638 0.58743867 0.55772193] [ 0.17849272] [ 0.73737188 0.73970028 0.47908774 0.35536878 0.26159407 0.43580378 0.51752659 0.49628859 0.60512161 0.51353821] [-0.48821073] [ 0.52284908 0.62410864 0.42918845 0.57044756 0.35078876 0.46163456 0.47265423 0.63324704 0.59105615 0.31623373] [-0.22630625] [ 0.68877428 0.77996013 0.4284567 0.37712438 0.38556623 0.48586035 0.56596257 0.59970569 0.6489837 0.55640662] [ 0.38747895] [ 0.58356764 0.67483407 0.5435127 0.46651152 0.47586275 0.54200236 0.49690337 0.46670592 0.63718267 0.4956479 ] [ 0.26669349] [ 0.31783598 0.41288314 0.53094069 0.54346893 0.58277041 0.45844697 0.4319706 0.37203762 0.46269791 0.65386174] [-0.43709496] [ 0.60367324 0.66321155 0.61834947 0.36244112 0.56442589 0.4025919 0.51218499 0.53889386 0.52140113 0.66154089] [-0.79247984] [ 0.68608976 0.65461157 0.49886779 0.53284224 0.18399533 0.27624629 0.44987154 0.6472786 0.61079057 0.29246016] [-0.07043421] [ 0.36369563 0.55751598 0.54409844 0.4190451 0.46127871 0.60590382 0.45500783 0.44605776 0.48075804 0.44353012] [ 1.0057936] [ 0.58378718 0.40532471 0.6203712 0.33750457 0.41899786 0.42022108 0.51352562 0.54439303 0.4148326 0.31632112] [ 0.11917618] [ 0.62648593 0.63140621 0.60003237 0.41879179 0.48506393 0.48029185 0.62523997 0.5616757 0.50980131 0.64119856] [ 0.09957027] [ 0.26720506 0.47139823 0.58573021 0.50876077 0.45996068 0.71125182 0.44642879 0.38512532 0.48771134 0.59541843] [-0.13156224] [ 0.58665238 0.6296219 0.50907696 0.59823961 0.30291316 0.50395247 0.4361738 0.43724939 0.528737 0.41470747] [ 1.41466917] [ 0.55489215 0.50246015 0.51568938 0.59754672 0.38687743 0.62064395 0.44750464 0.5660922 0.49944404 0.51155468] [-0.05459721] [ 0.59200987 0.66888052 0.57561661 0.66150836 0.46446364 0.46874127 0.41910857 0.61186789 0.60947719 0.6105819 ] [-0.17261244] [ 0.64967389 0.54119127 0.60867507 0.45668273 0.47696527 0.53953976 0.4639143 0.55195075 0.51746678 0.45205004] [ 2.3604318] [ 0.65548646 0.52679065 0.49542434 0.32008044 0.36955292 0.27815984 0.61210394 0.76648541 0.46721867 0.2713697 ] [ 0.15957336] [ 0.38817147 0.55722319 0.39540732 0.65786512 0.34302044 0.59001347 0.38103266 0.43062659 0.45254805 0.45144208] [-0.22162205] [ 0.39722077 0.50048621 0.55010366 0.3482317 0.50149028 0.50999342 0.49161485 0.46360366 0.44788424 0.51335398] [ 0.04914966] [ 0.45308589 0.65766101 0.5899229 0.41496093 0.5194026 0.68924824 0.53413416 0.42706778 0.57392071 0.65449238] [ 0.52266955] [ 0.30064412 0.57207887 0.44681101 0.57034381 0.35645034 0.47243401 0.45080693 0.48868991 0.58946067 0.37350647] [-0.54993946] [ 0.47186882 0.49883349 0.6502875 0.41990327 0.59357868 0.57200046 0.4287807 0.41715829 0.4992853 0.5003703 ] [ 1.51738334] [ 0.64319829 0.5366272 0.54930028 0.42811718 0.27343463 0.49565655 0.42692243 0.41092305 0.44703881 0.46380022] [-0.08228279] [ 0.66127179 0.62628421 0.61137834 0.45529474 0.5112641 0.44867433 0.53807633 0.57196481 0.55117643 0.52739726] [-0.11421565] [ 0.45504889 0.59646779 0.54581802 0.4832794 0.52743215 0.71778255 0.5651479 0.49002194 0.48104062 0.62916184] [ 1.5836248] [ 0.56290044 0.64610267 0.38944716 0.45814125 0.35386077 0.19640166 0.49984633 0.60988237 0.6472192 0.32428058] [-0.0627745] [ 0.51414032 0.5733947 0.53148749 0.60357358 0.5733862 0.48458758 0.38904934 0.49946135 0.5409714 0.55808202] [-0.03265953] [ 0.20878707 0.43827047 0.54878343 0.6194351 0.44431404 0.60780458 0.48010038 0.53843074 0.35236091 0.47269349] [-0.31536601] [ 0.62006594 0.59772595 0.54780632 0.37008732 0.4196693 0.31878742 0.50125326 0.67586498 0.59817059 0.4638644 ] [-0.02690478] [ 0.6539233 0.38053168 0.67761323 0.34666542 0.39112226 0.28587771 0.49227737 0.54251079 0.45542877 0.32270815] [ 0.80074048] [ 0.67688817 0.40435093 0.59271152 0.29482615 0.30340618 0.18907545 0.57648515 0.67051585 0.46852483 0.20000678] [ 0.49041055] [ 0.24325862 0.55081725 0.57618648 0.66086499 0.44348404 0.76373242 0.34808807 0.33146843 0.42890451 0.60553124] [-0.4815006] [ 0.48878939 0.63783141 0.43302086 0.48309471 0.33130792 0.54202601 0.50706381 0.49795688 0.64155286 0.47276713] [ 0.78859572] [ 0.59574823 0.52392588 0.460912 0.37593233 0.40464565 0.49924257 0.53543174 0.75311571 0.65471446 0.2978701 ] [-0.83193355] [ 0.76874744 0.6458977 0.62294004 0.40497929 0.51663758 0.53176212 0.55490196 0.53008038 0.61505758 0.49874561] [-0.29708023] [ 0.50879778 0.65450333 0.48702175 0.47312125 0.40138746 0.49146302 0.39477169 0.53935826 0.60215029 0.52357483] [-0.54494294] [ 0.50652954 0.68381117 0.48219096 0.42518295 0.34008 0.51094273 0.56733475 0.51517119 0.64410239 0.4421975 ] [-0.20393197] [ 0.62955236 0.60025117 0.57743814 0.60973178 0.52191364 0.49333091 0.37952814 0.57638844 0.53071873 0.5921088 ] [-0.42512008] [ 0.53245803 0.76708136 0.43816011 0.6572039 0.47082821 0.56387156 0.47743461 0.43263385 0.542891 0.56773132] [ 0.15310193] [ 0.70378146 0.26208266 0.74213933 0.27120125 0.54570205 0.36777903 0.44587623 0.53673923 0.26734283 0.41400827] [-0.48366369] [ 0.42169402 0.67996813 0.48643005 0.67833595 0.40228062 0.54289925 0.40040991 0.55576107 0.54776035 0.47663622] [-0.29753247] [ 0.57327893 0.31475297 0.71804393 0.29846508 0.3799846 0.4249517 0.56805829 0.5733652 0.47704221 0.2830601 ] [ 1.12730743] [ 0.60306897 0.49433953 0.59972457 0.33989616 0.43606795 0.56850196 0.50465136 0.47679057 0.35900119 0.50632398] [ 0.29828249] [ 0.23426975 0.37993208 0.61783757 0.62911691 0.37977243 0.68184012 0.30844314 0.38455301 0.37509907 0.45978072] [ 0.17536701] [ 0.30489765 0.64928992 0.38235026 0.62125772 0.31882291 0.67230576 0.35423086 0.53962984 0.51345558 0.57911741] [-0.52858093] [ 0.51953762 0.62274312 0.48248176 0.69968074 0.46796753 0.56418003 0.3929938 0.46071035 0.53398336 0.42975047] [-0.08350628] [ 0.30462692 0.3826249 0.51124125 0.4254889 0.49945693 0.58455931 0.37764261 0.37156806 0.33186351 0.39686842] [-0.53414056] [ 0.54985908 0.62020154 0.56568692 0.47828928 0.48351966 0.57447271 0.44249699 0.56925624 0.52497129 0.50869449] [ 0.84749335] [ 0.69344038 0.7122698 0.55327351 0.39450505 0.35951515 0.56441702 0.56870452 0.59042061 0.57230495 0.54141605] [ 0.1507248] [ 0.28956927 0.6548419 0.39077876 0.6688124 0.36267427 0.59893583 0.35338369 0.5254357 0.62461066 0.51265053] [ 0.38393289] [ 0.5368738 0.56958398 0.46619112 0.3700458 0.40288052 0.46689715 0.52288255 0.4393291 0.61877 0.46622081] [-0.40595217] [ 0.45999979 0.41304473 0.65342765 0.3504238 0.52550737 0.57484321 0.38135412 0.40366323 0.35822758 0.49097459] [ 0.0717482] [ 0.27232252 0.4751047 0.46430106 0.58696177 0.48432903 0.61456272 0.37712419 0.48583835 0.50250824 0.55619549] [-0.10026935] [ 0.43591311 0.72710927 0.46097497 0.46463366 0.64731915 0.62111336 0.40138981 0.43635211 0.55162462 0.65452372] [-0.21536859] [ 0.52179902 0.4572093 0.6747127 0.31167214 0.60644161 0.70262434 0.39580937 0.49872629 0.36943831 0.62610986] [ 0.12968877] [ 0.77426643 0.59215681 0.53069219 0.3177225 0.23222613 0.23778142 0.52024275 0.63790148 0.62806166 0.28923737] [ 0.23800523] [ 0.69145828 0.6169181 0.63856422 0.30885354 0.4833218 0.51205608 0.66413537 0.56558063 0.55828429 0.54733265] [-0.36169258] [ 0.38227098 0.66189265 0.38379235 0.59646016 0.42686918 0.47026684 0.4499661 0.35305026 0.54061978 0.51947321] [-0.48869939] [ 0.71853065 0.44456443 0.61523081 0.3745257 0.44813487 0.42915438 0.57272776 0.60999789 0.4084928 0.39193237] [ 0.75559445] [ 0.54512604 0.81979234 0.43068371 0.57045924 0.31208574 0.53946509 0.49788887 0.55488799 0.68542154 0.58325779] [-1.13204004] [ 0.37038527 0.43868307 0.61579013 0.37862295 0.46923065 0.35462358 0.45865676 0.45729104 0.47400104 0.30077818] [-0.04425281] [ 0.74374162 0.47872357 0.50513354 0.42808885 0.32023784 0.4111687 0.47558794 0.47372524 0.5265913 0.30759281] [ 1.36303871] [ 0.73588097 0.45139246 0.63603435 0.36994063 0.4884591 0.32963783 0.54517304 0.67149418 0.50410616 0.28046679] [ 1.13961905] [ 0.54890602 0.61686506 0.51251923 0.44141591 0.34910629 0.44732201 0.43499066 0.4987242 0.50569723 0.5405988 ] [-0.525507] [ 0.65625037 0.79607888 0.47400674 0.38823605 0.51357463 0.68136825 0.51064949 0.55456519 0.56168042 0.72753536] [ 0.79613513] [ 0.3868771 0.70944614 0.34520042 0.75653135 0.29198162 0.57766726 0.37112266 0.44291236 0.55369231 0.79120799] [-0.12878621] [ 0.63327351 0.68125744 0.47689514 0.41276758 0.32047608 0.53398195 0.42812154 0.57066196 0.54320336 0.58129665] [-0.04465623] [ 0.53823793 0.60233316 0.52845655 0.38343195 0.48164941 0.57613749 0.50854627 0.59326435 0.41510073 0.61084147] [ 0.00703262] [ 0.35927497 0.62832569 0.51321757 0.64433951 0.58000476 0.67116134 0.46191183 0.43768776 0.56453648 0.57318161] [ 0.11638901] [ 0.44963007 0.51741102 0.53622339 0.35350898 0.39531121 0.47042311 0.49423914 0.52388308 0.56940859 0.48164836] [-0.35506842] [ 0.54536899 0.47629394 0.62021906 0.38726508 0.46533816 0.57528692 0.5515248 0.55402836 0.37816849 0.4436137 ] [-0.38590531] [ 0.63256231 0.57482212 0.47918798 0.36645051 0.35818006 0.37397688 0.54807225 0.7068754 0.48346706 0.3628913 ] [-0.32294811] [ 0.4817493 0.45999598 0.49595831 0.37905394 0.46680203 0.61742425 0.42967549 0.70302615 0.50364261 0.44128925] [-0.51252411] [ 0.78576206 0.69827289 0.57539811 0.35049091 0.39108836 0.48835647 0.62470629 0.66138029 0.61593455 0.57255435] [ 0.32893589] [ 0.59959118 0.73129745 0.51845301 0.54237105 0.30058074 0.53042611 0.54625278 0.73522775 0.61105541 0.4944566 ] [ 0.2573713] [ 0.64084284 0.64877869 0.53969753 0.33922388 0.27229828 0.37327872 0.56227606 0.73011282 0.58177731 0.32866998] [ 0.05777502] [ 0.41616582 0.64485147 0.36226804 0.58651232 0.28326169 0.64319906 0.45240881 0.66604751 0.48736581 0.46185204] [ 0.08228723] [ 0.22873012 0.56416118 0.43946531 0.58667087 0.5107586 0.76328274 0.45156289 0.53588862 0.59572858 0.53048036] [ 0.18104065] [ 0.31816856 0.58423701 0.55911979 0.46998204 0.44138762 0.62187907 0.41736856 0.57832714 0.48673534 0.58529622] [ 1.1777086] [ 0.33545586 0.56596775 0.46359642 0.45972206 0.38568563 0.42922379 0.43823084 0.51177969 0.45762571 0.48928948] [ 0.0153851] [ 0.59293685 0.61220027 0.4708805 0.60521403 0.34699893 0.62434114 0.48827681 0.55822031 0.47129993 0.50752739] [-0.32774409] [ 0.34192961 0.51619831 0.60059098 0.42019104 0.59043349 0.49737619 0.5168977 0.46705737 0.48210826 0.52657664] [ 0.06833643] [ 0.56588319 0.2549513 0.6175238 0.48713716 0.35984203 0.40201896 0.42786139 0.55447413 0.40544893 0.27531861] [ 0.34371593] [ 0.4307187 0.70740493 0.39464199 0.66046778 0.22353271 0.44084073 0.46866064 0.62515284 0.56250618 0.4773819 ] [-0.45649766] [ 0.55410705 0.51553246 0.55610107 0.4879546 0.4086328 0.60319175 0.46231707 0.31741218 0.52404381 0.5448479 ] [ 0.86013036] [ 0.63732795 0.573899 0.51822441 0.42134928 0.26663553 0.35949738 0.51478693 0.55027626 0.60556711 0.34602913] [ 0.65055782] [ 0.40671941 0.73416722 0.44843846 0.61241423 0.40240142 0.69735817 0.47956276 0.58575856 0.5981837 0.65258883] [-0.43583838] [ 0.5487645 0.49056503 0.47794289 0.59138951 0.52919832 0.63135845 0.4100784 0.65083195 0.41669126 0.44075958] [-0.14232811] [ 0.5316938 0.63534231 0.54356221 0.58350137 0.3835859 0.46271033 0.44688751 0.55764038 0.57898754 0.44872113] [ 2.0089635] [ 0.58440513 0.45232036 0.47864922 0.48088314 0.3912969 0.35118638 0.41127291 0.54866527 0.40440561 0.3568684 ] [ 1.06880876] [ 0.3970533 0.63397593 0.3746108 0.53099927 0.37464522 0.52235315 0.49130523 0.70853449 0.68584611 0.35328607] [ 0.66652359] [ 0.70294615 0.4822779 0.57323144 0.28565884 0.44705623 0.37294413 0.57966497 0.58942244 0.50438391 0.3481278 ] [-0.3440469] [ 0.4652394 0.53207556 0.53198484 0.48858835 0.41241671 0.62358634 0.37948156 0.54643891 0.48683259 0.54657862] [ 0.24101964] [ 0.2561833 0.52760729 0.52797557 0.58648414 0.42154192 0.76808428 0.34591758 0.49434798 0.45651284 0.62551233] [ 2.18587808] [ 0.77922065 0.49048456 0.59160525 0.22644452 0.29277603 0.1734627 0.54905935 0.69155447 0.48689588 0.32879015] [-0.06663543] [ 0.75588773 0.39684886 0.63113248 0.31907033 0.479047 0.46009785 0.5809111 0.60659797 0.3881743 0.4108109 ] [ 0.02719515] [ 0.32107948 0.59943816 0.46512488 0.56294566 0.432714 0.72124949 0.35696825 0.59353842 0.53922446 0.57177467] [ 0.05414867] [ 0.75629847 0.56742178 0.6075463 0.36400312 0.4590273 0.42814894 0.52919663 0.5678038 0.55901239 0.50368485] [ 0.05027084] [ 0.28618643 0.58668081 0.34789302 0.64826647 0.50110497 0.67551989 0.37708347 0.64818723 0.47954914 0.60565689] [ 0.11827298] [ 0.56096531 0.58610124 0.53455986 0.56482246 0.33604597 0.5085436 0.43250379 0.40873097 0.49121726 0.41468764] [-0.16139894] [ 0.35695361 0.73851183 0.40810177 0.72891165 0.29632621 0.60842294 0.35277467 0.37088528 0.61249868 0.54494531] [-0.14153052] [ 0.26767439 0.39328318 0.49761574 0.63968742 0.42140342 0.66468748 0.36082571 0.47541539 0.42370432 0.44713304] [ 0.6948917] [ 0.56345257 0.640084 0.37072502 0.59605984 0.27095456 0.24245217 0.48503038 0.54731717 0.65556278 0.33006572] [ 0.45327859] [ 0.37263667 0.60224207 0.51427258 0.46990862 0.41769226 0.49594062 0.49302847 0.53480943 0.55913914 0.45621078] [-0.32735685] [ 0.58352832 0.72097983 0.46720028 0.47110178 0.36994893 0.40637457 0.39778401 0.59558085 0.65613789 0.64921418] [ 1.15196265] [ 0.59538976 0.58345317 0.52679973 0.42547983 0.42133628 0.34218259 0.37760595 0.52665827 0.5666038 0.39430626] [-0.06165023] [ 0.42136876 0.32256589 0.65715314 0.30451495 0.61796949 0.6287521 0.40486406 0.55325029 0.43033999 0.44448814] [-0.53546163] [ 0.82405268 0.60123101 0.514156 0.40432734 0.30169019 0.24197516 0.48449904 0.5504966 0.53485071 0.49432985] Progress: 40.9% ... Training loss: 0.348 ... Validation loss: 0.564[-0.51794284] [ 0.53608509 0.58906963 0.55829891 0.43996553 0.40466322 0.45550827 0.58630054 0.61098456 0.49187862 0.43857482] [-0.52006643] [ 0.62482933 0.42490323 0.66324755 0.20060158 0.49276047 0.34090352 0.50670892 0.62994192 0.47573019 0.50709012] [ 1.36720446] [ 0.56638726 0.56239633 0.50510829 0.45484648 0.30313942 0.39468672 0.5291894 0.56206781 0.59309094 0.37082055] [-0.31931271] [ 0.53266867 0.2995477 0.68366124 0.4176959 0.36716412 0.54572513 0.46006962 0.53787289 0.48196355 0.32823889] [-0.45078615] [ 0.37608017 0.28564639 0.60186485 0.2735487 0.50113435 0.57104819 0.49231636 0.39137877 0.35865412 0.34044411] [-0.04457304] [ 0.29884875 0.56820143 0.53822035 0.51960015 0.49410283 0.61798333 0.39836972 0.33632876 0.37987851 0.57588684] [-0.45382065] [ 0.66437009 0.46442396 0.57932939 0.38765721 0.39435243 0.53604975 0.50962617 0.68947634 0.3972104 0.45249085] [-0.33971006] [ 0.41967317 0.36870446 0.60163188 0.35003874 0.52034844 0.56543603 0.51223261 0.66166445 0.40858071 0.54368821] [-0.65083038] [ 0.5150236 0.64527434 0.52388003 0.53694283 0.50783205 0.52135147 0.48408041 0.43682074 0.4435059 0.54437678] [-0.03859761] [ 0.25113747 0.45219229 0.5427972 0.50625462 0.49206249 0.55531454 0.50487421 0.38468244 0.47669532 0.49593532] [-0.71810644] [ 0.53499366 0.6003402 0.48489771 0.65666755 0.55470025 0.46486049 0.38423714 0.59997289 0.50779464 0.47411981] [ 0.20772222] [ 0.23130517 0.55837834 0.38200888 0.58652062 0.40504091 0.75730785 0.37399091 0.43851627 0.36801455 0.55149143] [-0.00441376] [ 0.31856642 0.74798816 0.48465303 0.59783117 0.41941985 0.7724259 0.49201878 0.48340798 0.64545144 0.69448036] [-0.06415749] [ 0.44385721 0.75600209 0.41258997 0.71511864 0.52671601 0.6443144 0.31318176 0.56530717 0.50235913 0.76149762] [-0.15767402] [ 0.3495627 0.70802245 0.42914457 0.5769076 0.51911431 0.60934653 0.34860552 0.4078758 0.52062625 0.59847881] [ 0.07562312] [ 0.47395296 0.43498419 0.56158566 0.35420821 0.43222585 0.44723771 0.5013624 0.51215614 0.5281216 0.32314102] [-0.10522255] [ 0.29397317 0.46462976 0.4717819 0.65536478 0.54229631 0.74329424 0.43089144 0.48393849 0.5459826 0.46204078] [-0.07616638] [ 0.78372272 0.5413037 0.57073453 0.51243034 0.40420874 0.25128899 0.57205537 0.72197909 0.58808651 0.48681859] [ 0.33405013] [ 0.48903012 0.61059256 0.55075873 0.6112478 0.45747555 0.58820187 0.49163243 0.59615234 0.50297561 0.57435687] [ 0.28284869] [ 0.73480605 0.64891025 0.4865259 0.50949388 0.28488028 0.26916494 0.50693499 0.52660657 0.58228922 0.48035446] [ 1.69010224] [ 0.73984761 0.48764745 0.53008361 0.30655722 0.29810722 0.20484481 0.55373347 0.70920342 0.54700365 0.22061623] [-0.11622494] [ 0.55903284 0.80915255 0.41671052 0.58305928 0.35951243 0.5061115 0.50210875 0.64457446 0.55344898 0.67308007] [-0.15865887] [ 0.33964717 0.74060737 0.37379573 0.62397208 0.36104844 0.76842847 0.35364129 0.63730858 0.61626548 0.63836062] [-0.25884546] [ 0.4564491 0.57083656 0.56748642 0.35239717 0.46099606 0.61525401 0.44308038 0.59202135 0.56220561 0.56449156] [ 0.32892534] [ 0.49507278 0.464095 0.51964999 0.36831957 0.48971987 0.44106555 0.63312894 0.58290235 0.51382593 0.35087141] [-0.25643335] [ 0.7403507 0.61003165 0.52002444 0.43693753 0.2655317 0.32539348 0.56205387 0.55704652 0.60946342 0.38298893] [-0.45036922] [ 0.416859 0.40010687 0.58170682 0.44037812 0.52155755 0.64667329 0.41837572 0.54296315 0.46315213 0.58740906] [ 0.80579069] [ 0.71468521 0.6676467 0.5885184 0.44165067 0.38508636 0.41984882 0.53033657 0.75027079 0.57391939 0.43642304] [ 0.39646366] [ 0.38051379 0.50730543 0.54351678 0.57388176 0.27964183 0.67849247 0.35712158 0.56478415 0.45964567 0.43592387] [ 0.24221845] [ 0.28690816 0.50526774 0.56810802 0.57884448 0.5331251 0.61233072 0.39059746 0.31822938 0.32610441 0.69063621] [ 0.5584157] [ 0.42408239 0.55511413 0.48622598 0.52124401 0.34922059 0.35827595 0.54066239 0.70850833 0.47755329 0.36596202] [ 0.17149513] [ 0.57643885 0.41614115 0.62759838 0.35891608 0.58056728 0.52099557 0.5906166 0.61052178 0.44042873 0.38445854] [-0.16440839] [ 0.67559752 0.33161175 0.60715971 0.34501021 0.37245623 0.37216097 0.44253119 0.57516049 0.47773733 0.30462209] [ 2.05249436] [ 0.58675412 0.62957731 0.41309746 0.55512626 0.31383159 0.29542373 0.61340265 0.70433205 0.66472819 0.17743041] [ 0.13795799] [ 0.29578032 0.62096288 0.5961295 0.46345072 0.46123583 0.57479855 0.42371029 0.45613903 0.43770636 0.65107304] [-1.24806782] [ 0.58024677 0.34644005 0.68973727 0.21080457 0.43885484 0.28365612 0.52210625 0.57150577 0.45033495 0.27476059] [ 0.39635284] [ 0.22655949 0.45334672 0.61900585 0.52253261 0.54999291 0.67343978 0.36555554 0.24859588 0.30194433 0.61506498] [-0.21516178] [ 0.49155935 0.29585381 0.64333927 0.42503429 0.53143282 0.64580519 0.5351543 0.54559942 0.28301813 0.5212756 ] [ 0.23393284] [ 0.591325 0.56130341 0.54339086 0.41802063 0.34761746 0.41926225 0.44935677 0.5172454 0.48515353 0.50182849] [-0.70981357] [ 0.51575622 0.5753934 0.44382754 0.64840913 0.55133141 0.48820196 0.35174179 0.54771566 0.45574774 0.56116489] [ 0.02944541] [ 0.40126402 0.62544346 0.58513457 0.58970545 0.44930121 0.74741684 0.36015427 0.59367387 0.4580603 0.61845224] [-0.13075675] [ 0.76627048 0.72987957 0.50660144 0.45110136 0.3491211 0.50612407 0.51375377 0.6986334 0.62341016 0.52773831] [ 0.18473855] [ 0.30983049 0.53796548 0.43982046 0.54308903 0.44635552 0.59894456 0.36483978 0.39116507 0.35579458 0.75703216] [ 0.25445716] [ 0.29397074 0.70792784 0.34620477 0.72836993 0.46995881 0.6678302 0.48273282 0.46127994 0.44705157 0.78487884] [-0.26599439] [ 0.48305327 0.67007026 0.38619829 0.63791172 0.41908443 0.69554193 0.46278091 0.66055111 0.53020908 0.51145303] [ 0.40880625] [ 0.57249244 0.64723581 0.53660436 0.60933236 0.42310194 0.44912607 0.45421447 0.63937816 0.57536757 0.55375618] [-0.09489079] [ 0.54202473 0.54047986 0.6541273 0.46136716 0.50603689 0.61296961 0.52324582 0.506393 0.39244262 0.62744791] [ 0.0974187] [ 0.63039979 0.60781841 0.5297738 0.46337087 0.33621843 0.47582033 0.55791825 0.72831388 0.49232071 0.45184665] [ 2.03999966] [ 0.7071502 0.57051674 0.54412131 0.39129579 0.31925701 0.30378016 0.50363478 0.67207044 0.49136367 0.32836645] [-0.61096651] [ 0.54847802 0.3839439 0.66748472 0.40540121 0.49293561 0.45009915 0.44171292 0.47922289 0.51740413 0.38115756] [-0.57622882] [ 0.49665451 0.67497523 0.39743294 0.47648182 0.35353311 0.4066607 0.42630793 0.49785951 0.60931096 0.42926415] [-0.47172319] [ 0.5819305 0.61927124 0.54598011 0.59030624 0.48427167 0.50839302 0.48977658 0.52422289 0.55662409 0.37020313] [-0.83050041] [ 0.62510289 0.67825393 0.50207105 0.36108247 0.42767451 0.38563635 0.46954088 0.56495087 0.5555545 0.51170456] [ 2.10939966] [ 0.66551606 0.67210162 0.41698921 0.54113415 0.22680609 0.37098895 0.46107198 0.6571356 0.66660818 0.31936234] [-0.1821202] [ 0.42978916 0.64634253 0.44324566 0.60884185 0.24835203 0.50962515 0.52054783 0.73243589 0.60193366 0.37813438] [-0.29946121] [ 0.3361848 0.49900103 0.44179587 0.45851915 0.45495029 0.41109721 0.49506567 0.50154423 0.44608595 0.44943078] [-1.15283427] [ 0.44588932 0.48521427 0.49703735 0.51062251 0.36739005 0.39935829 0.43196915 0.53750811 0.45556358 0.3855195 ] [ 0.11753658] [ 0.4015875 0.71894936 0.40816413 0.67138454 0.23460252 0.50017626 0.47173478 0.60803226 0.59663068 0.54530833] [-0.16052637] [ 0.32686982 0.52043538 0.45036817 0.45466546 0.52475749 0.59486942 0.37516356 0.37967696 0.3038311 0.5324628 ] [-0.34647438] [ 0.4989173 0.62366997 0.43926552 0.60584574 0.44392482 0.56619081 0.45247075 0.57363554 0.44936557 0.67763804] [ 0.02498331] [ 0.24221942 0.57515755 0.49027012 0.53545729 0.48477829 0.74505998 0.374452 0.5174602 0.57423399 0.59596607] [-0.21815367] [ 0.68636781 0.77067589 0.6002241 0.42721808 0.49592594 0.52509535 0.58963269 0.52996757 0.70867524 0.56926062] [-0.25022532] [ 0.35922844 0.63756033 0.46392925 0.49649296 0.53883202 0.43848118 0.35529445 0.46724462 0.61365628 0.56042608] [ 0.34361043] [ 0.6560365 0.58534476 0.51474152 0.47685525 0.2823038 0.35947609 0.52479484 0.52385403 0.57840147 0.39940808] [ 0.68290633] [ 0.4809124 0.7301448 0.3778051 0.43666541 0.2756981 0.35159282 0.42292647 0.71134556 0.62243512 0.43810961] [-0.27818876] [ 0.28629907 0.51080145 0.5237958 0.60386921 0.44372325 0.57561259 0.38825828 0.5405829 0.52047346 0.5218183 ] [ 0.21210812] [ 0.23106417 0.29543097 0.62652541 0.44315182 0.59311537 0.61686334 0.50332912 0.29244167 0.39917956 0.70062533] [-0.20526385] [ 0.3251578 0.65000322 0.36588072 0.66904553 0.41695088 0.72055758 0.38397254 0.55359299 0.63171421 0.50762509] [ 0.83883521] [ 0.81717177 0.63944301 0.60665408 0.32546569 0.41602795 0.33909293 0.58185761 0.69108324 0.62319021 0.35918309] [ 1.59655899] [ 0.72296388 0.73547775 0.52967942 0.42860965 0.32913076 0.31363628 0.49039629 0.74189918 0.71064843 0.34250616] [-0.7297319] [ 0.69819348 0.68237293 0.5845445 0.44547417 0.49610727 0.49371548 0.50591926 0.56216175 0.58917505 0.62283115] [ 1.10617465] [ 0.50692964 0.50248835 0.5902625 0.41607069 0.35436774 0.47619221 0.49176383 0.64077743 0.57061496 0.31177851] [-0.29340293] [ 0.43435228 0.79830823 0.33063537 0.6035215 0.32964011 0.68869068 0.32860932 0.5916695 0.53528071 0.71010633] [-0.28624522] [ 0.37350015 0.55641968 0.49773765 0.48143717 0.4252686 0.61553512 0.50006187 0.61190947 0.44221248 0.50171323] [ 1.24905282] [ 0.75859803 0.67259006 0.5625426 0.35283817 0.41794177 0.27210999 0.63120475 0.68528449 0.63533092 0.39044115] [-0.15967971] [ 0.45790788 0.58579261 0.53452388 0.51900452 0.42967546 0.63458342 0.47590017 0.53784119 0.39779325 0.51517006] [-0.30567685] [ 0.64906762 0.38655197 0.67616625 0.44859575 0.59774009 0.56942878 0.43838062 0.47351785 0.45696837 0.4501624 ] [-0.39291531] [ 0.67427947 0.55352104 0.57195036 0.35299179 0.32703731 0.37037658 0.53490889 0.49510438 0.56905189 0.41599912] [ 0.32172926] [ 0.72270777 0.43895317 0.60618511 0.32253156 0.35261099 0.42091 0.57809308 0.68853514 0.51802352 0.27069099] [-0.32049232] [ 0.63130163 0.72043708 0.45217496 0.35074082 0.34280455 0.33413581 0.44564741 0.64762698 0.57520581 0.47187124] [-0.70160287] [ 0.4849359 0.50159349 0.54558209 0.4657965 0.36361565 0.45932275 0.38523268 0.43845909 0.51362757 0.42731057] [-0.49680491] [ 0.4605159 0.4758246 0.54913229 0.34075816 0.44897536 0.5087539 0.40783729 0.39367312 0.39450721 0.41892732] [-0.27139683] [ 0.38567678 0.38834382 0.67679898 0.34884347 0.46388032 0.52475423 0.42570122 0.37296619 0.44562053 0.42536829] [-0.36206566] [ 0.37263728 0.67895473 0.4331318 0.71579779 0.4230762 0.50234055 0.43215237 0.63285739 0.56592921 0.45297454] [-0.44130544] [ 0.44446932 0.68898501 0.40609968 0.58823592 0.35115811 0.78247821 0.35278201 0.69606425 0.60772326 0.60067713] [ 1.27781068] [ 0.45667059 0.71039554 0.46751964 0.47427873 0.3928149 0.29870849 0.49647316 0.5805654 0.63998821 0.43726028] [ 0.16669279] [ 0.26266078 0.60603608 0.56401357 0.53411248 0.42406383 0.72345273 0.39478412 0.40829444 0.50078183 0.63016356] [ 0.02738688] [ 0.50898883 0.59714423 0.44818655 0.5707491 0.28698268 0.56828067 0.41605992 0.47600763 0.52912573 0.41025666] [ 0.56567471] [ 0.64198628 0.40359685 0.63023692 0.3564885 0.4062177 0.31309602 0.43408697 0.53380314 0.4382585 0.32269751] [ 0.1437185] [ 0.6195766 0.56560264 0.55390426 0.40787329 0.40112634 0.33271643 0.36129174 0.49928098 0.54950329 0.3696132 ] [-0.32800949] [ 0.38449437 0.67041279 0.37409312 0.52288994 0.37967687 0.459421 0.38601279 0.58273624 0.64553572 0.50835017] [ 0.16388589] [ 0.48327074 0.69286987 0.4548367 0.45779025 0.37294995 0.53423656 0.4687019 0.58087947 0.56249585 0.59001752] [ 0.46775547] [ 0.64368499 0.63325471 0.48019759 0.59038942 0.29531005 0.37919778 0.4802404 0.49374306 0.54897957 0.58356001] [ 0.21340422] [ 0.67134514 0.59090488 0.44157856 0.46359688 0.39110958 0.30641193 0.62929151 0.67170208 0.53086163 0.58873504] [-0.45266989] [ 0.40269964 0.45088254 0.62931341 0.22663564 0.4241779 0.46887318 0.57461755 0.5319547 0.55616523 0.37543299] [ 0.08196726] [ 0.53745875 0.72460671 0.55513447 0.51574573 0.40802013 0.75782728 0.49885561 0.59127243 0.53575046 0.63288635] [-0.45932272] [ 0.45644872 0.72716389 0.432638 0.65801765 0.30197562 0.60349091 0.38894247 0.45367422 0.51151118 0.58642464] [ 0.36276721] [ 0.23630784 0.5898605 0.36863647 0.53814665 0.44577247 0.74691421 0.35731276 0.40111407 0.46509018 0.58098766] [-0.08729105] [ 0.3273738 0.72579968 0.40549101 0.62961708 0.49276397 0.62275302 0.33408516 0.41953844 0.53587992 0.60320698] [-0.1737298] [ 0.45641168 0.24911512 0.68686356 0.52397223 0.36380974 0.57852678 0.47231967 0.58273971 0.36136842 0.34875604] [ 0.59247707] [ 0.6945847 0.52011569 0.64497391 0.32262512 0.44596202 0.58310821 0.5798959 0.62830054 0.52237215 0.47636559] [-0.32240275] [ 0.76350613 0.49937797 0.61611309 0.34234211 0.27515512 0.28446348 0.55399821 0.64062703 0.52154771 0.32647159] [ 0.35705853] [ 0.54642022 0.72358922 0.41709509 0.60896001 0.25606872 0.39489552 0.51720477 0.73432162 0.61824255 0.4637089 ] [-0.08460615] [ 0.40695358 0.58946364 0.49257106 0.49297631 0.47886936 0.6057013 0.39948477 0.65072873 0.53967317 0.50213875] [-0.2486061] [ 0.42442437 0.58024928 0.61807504 0.42498509 0.60974639 0.60989557 0.48095448 0.41125239 0.47700472 0.52351092] [ 0.19256343] [ 0.65610959 0.39277753 0.61677258 0.35141059 0.42421044 0.56461619 0.42919484 0.62245716 0.53666166 0.38142192] [-0.50853787] [ 0.69240059 0.69177429 0.54220596 0.53315982 0.46104137 0.47018298 0.40950654 0.62552556 0.62288736 0.45799325] [-0.25329138] [ 0.57847928 0.60836859 0.40386073 0.41920267 0.24520091 0.38725335 0.48496902 0.75693642 0.54166273 0.29883617] [-0.82712495] [ 0.59562754 0.37977036 0.68494908 0.42714465 0.37242848 0.39689199 0.54079304 0.54324504 0.47864125 0.33643786] [-0.2853187] [ 0.39316323 0.70738962 0.40456179 0.62398022 0.469413 0.68151706 0.41045813 0.55336277 0.47122656 0.58933886] [ 0.09202326] [ 0.38847497 0.727008 0.34926855 0.71061602 0.36568401 0.7529153 0.38229772 0.62583113 0.53174545 0.67972691] [ 0.29727509] [ 0.27828047 0.73180163 0.44354341 0.67689662 0.33968989 0.70552388 0.36733943 0.48333742 0.4619569 0.5816251 ] [ 0.38520697] [ 0.53591083 0.69978896 0.50494148 0.3586925 0.35492271 0.52525603 0.54756251 0.6096413 0.50420758 0.46635517] [-0.71680997] [ 0.52642691 0.73205249 0.37517677 0.63679434 0.48605512 0.58309446 0.37556664 0.57863594 0.57216169 0.5557909 ] [-0.14147549] [ 0.41712907 0.59025144 0.50126408 0.6211118 0.51421776 0.53174944 0.3922899 0.49427523 0.53580551 0.54417816] [-0.26412435] [ 0.35434652 0.58579495 0.46242356 0.49804903 0.40230491 0.48348208 0.43027603 0.5292366 0.49374477 0.43813044] [-0.32683558] [ 0.36766473 0.58238166 0.43875911 0.68603048 0.42892507 0.50571834 0.49034578 0.48604446 0.52498001 0.38912439] [-0.30785393] [ 0.39605284 0.56929576 0.36967378 0.4816186 0.44108779 0.69914958 0.42278895 0.62804147 0.49591978 0.65701189] [-0.13216463] [ 0.438176 0.44051907 0.58140469 0.48693645 0.42010857 0.61721923 0.47624458 0.56366587 0.36690947 0.45274033] [ 0.19326809] [ 0.79094384 0.31730367 0.70092522 0.33873613 0.46795625 0.44369742 0.54279759 0.64929826 0.42107715 0.3432372 ] [-0.14090631] [ 0.3522043 0.31432111 0.69713829 0.38197596 0.58267282 0.476232 0.34032919 0.32738957 0.3589875 0.38760989] [-0.63112318] [ 0.55751619 0.63543204 0.57139782 0.52595261 0.46940048 0.58327169 0.41971414 0.53782359 0.49268178 0.51511315] [ 0.01403428] [ 0.49600496 0.61579071 0.4208859 0.43740743 0.35711611 0.30538884 0.47330263 0.48609483 0.56053978 0.477873 ] [-0.05303298] [ 0.73336219 0.74403599 0.5050208 0.40776035 0.28911436 0.42447519 0.48837353 0.56154224 0.72937554 0.54902608] [-0.34515582] [ 0.67214557 0.72861903 0.36988663 0.41716819 0.36440168 0.62274723 0.47700067 0.63929613 0.52792812 0.5275712 ] [-0.13232288] [ 0.44986111 0.68559591 0.45378333 0.54013843 0.35007231 0.74300398 0.39997556 0.51219053 0.574702 0.67684285] [-0.10252288] [ 0.35377314 0.43566209 0.6480436 0.45440484 0.45982584 0.62439728 0.48269344 0.42628193 0.41772164 0.55171236] [-0.5610093] [ 0.64808986 0.35222345 0.63953716 0.37471951 0.47516474 0.49693389 0.432775 0.70528949 0.5152771 0.48976526] Progress: 41.1% ... Training loss: 0.346 ... Validation loss: 0.558[ 1.3680346] [ 0.52349413 0.39545714 0.51759357 0.52269143 0.24624331 0.3048063 0.48449281 0.61492408 0.50951538 0.22295311] [-0.34263296] [ 0.48002356 0.75496794 0.48732967 0.60700878 0.4432805 0.70309159 0.43836724 0.53080891 0.63833229 0.67107149] [-0.21375475] [ 0.43539563 0.45974295 0.53771354 0.32357665 0.45099538 0.57090142 0.3945526 0.42569077 0.4601232 0.48326388] [-0.26064004] [ 0.48699295 0.65285948 0.50570467 0.58217232 0.31600628 0.49265314 0.52253394 0.61216311 0.52803411 0.44128416] [ 0.14415839] [ 0.29554764 0.62097162 0.59624709 0.46278532 0.46139528 0.57493033 0.42362554 0.45554502 0.4375109 0.65046138] [ 1.21763889] [ 0.59238864 0.47503607 0.51261212 0.34858116 0.31375312 0.45371844 0.56321928 0.74925389 0.52088784 0.28081226] [-0.43195546] [ 0.42921619 0.5689791 0.47612509 0.37690448 0.39356018 0.45983641 0.57763048 0.71293178 0.48231466 0.32542199] [ 1.81917746] [ 0.67662096 0.4739578 0.61709489 0.33107115 0.339049 0.31642344 0.47376416 0.61848728 0.54108814 0.36724986] [ 0.66515098] [ 0.71373113 0.43100722 0.58853715 0.2597871 0.3865451 0.33331536 0.6167185 0.55643061 0.59991106 0.31057492] [-0.39493816] [ 0.48149907 0.64127288 0.42177039 0.48452195 0.45601639 0.60221595 0.34331192 0.50539681 0.44093772 0.65691304] [ 0.35017974] [ 0.21829022 0.21069839 0.76200264 0.38293127 0.57703299 0.73917483 0.38991931 0.24470958 0.28696018 0.53635849] [ 0.45486353] [ 0.690093 0.65785281 0.53737896 0.42449445 0.30873674 0.43943467 0.46431264 0.53985951 0.67392381 0.52641226] [-0.82855727] [ 0.50876118 0.71225501 0.4423101 0.52408271 0.2854036 0.57499173 0.36640344 0.54484384 0.49250344 0.53850609] [ 0.25056292] [ 0.25283479 0.5975628 0.43056952 0.55636062 0.53646098 0.78544355 0.52234865 0.45352142 0.46242127 0.6412787 ] [ 0.20605368] [ 0.31852182 0.66288974 0.48270257 0.60556299 0.45220253 0.73613029 0.39373618 0.57180259 0.55498788 0.53791652] [-0.26115007] [ 0.5370094 0.49122054 0.62065873 0.44235157 0.42959038 0.58178795 0.49379646 0.64801461 0.4798779 0.43516636] [ 0.09763583] [ 0.50683131 0.67581215 0.50351124 0.71293079 0.4167357 0.49683953 0.47142567 0.634036 0.54840586 0.62957401] [-0.30820666] [ 0.60673972 0.7190034 0.44464281 0.36583614 0.34489105 0.39542417 0.40331103 0.67760167 0.58011654 0.48144811] [-0.36558299] [ 0.34580212 0.7060061 0.44444931 0.51620553 0.48909169 0.56200149 0.40643344 0.45585233 0.52134806 0.61978419] [ 0.4677645] [ 0.29759304 0.4257423 0.60516115 0.6266537 0.44946726 0.51852224 0.42067451 0.39925981 0.57185949 0.34234085] [-0.30176402] [ 0.32075266 0.68701187 0.3414191 0.6711777 0.3860629 0.66036999 0.36724261 0.60797652 0.61936259 0.61355412] [-0.73654419] [ 0.43872002 0.60380999 0.55854326 0.50092631 0.4586612 0.5682892 0.53021628 0.48809122 0.51800148 0.43163135] [-0.27452308] [ 0.50275224 0.47256086 0.57929935 0.46535038 0.46118495 0.63611143 0.4213509 0.61581886 0.42705376 0.4420782 ] [ 0.60434071] [ 0.50035808 0.68547591 0.40422905 0.64649353 0.29213745 0.47600837 0.45115049 0.44885554 0.59403085 0.44130605] [-0.41151024] [ 0.69880507 0.57635265 0.56074419 0.44304173 0.36279154 0.42324077 0.43867113 0.4676313 0.57810056 0.46160579] [-0.15653348] [ 0.53472124 0.79654878 0.50249757 0.46657156 0.43550494 0.66559459 0.51800912 0.52208284 0.62579436 0.67224561] [-0.43251246] [ 0.2962106 0.49531964 0.55044428 0.64104668 0.42681164 0.56359861 0.3610539 0.47123143 0.5935102 0.49192133] [ 0.45505828] [ 0.72604253 0.52656305 0.60897398 0.29111852 0.34969909 0.27659481 0.56226166 0.63092159 0.60258927 0.26626934] [-0.50198067] [ 0.49398857 0.71730085 0.46059646 0.54301969 0.25076701 0.51264253 0.44303616 0.66233959 0.67669389 0.55482325] [-0.59660084] [ 0.37337859 0.56239099 0.4510684 0.63559748 0.34722091 0.56593934 0.42247607 0.45099599 0.43103055 0.40419198] [-0.05797836] [ 0.44820186 0.29204654 0.62748989 0.43230683 0.5442199 0.67170004 0.53019681 0.43233306 0.26352114 0.47128258] [ 0.73831114] [ 0.48312853 0.74419994 0.4755113 0.43293668 0.36797671 0.47521625 0.52606623 0.69505284 0.55455375 0.50047298] [ 1.36752319] [ 0.51888857 0.47917107 0.57625337 0.41295262 0.48029628 0.36774343 0.48774701 0.58963935 0.57366919 0.31044002] [ 0.0100119] [ 0.32535055 0.62331262 0.52083327 0.61350096 0.35530147 0.62888818 0.40145143 0.4909745 0.4781308 0.50063673] [ 0.81016286] [ 0.78937725 0.68142039 0.56756794 0.34177879 0.36311022 0.44950076 0.51896299 0.77696206 0.64634879 0.43802263] [-0.26064004] [ 0.48699295 0.65285948 0.50570467 0.58217232 0.31600628 0.49265314 0.52253394 0.61216311 0.52803411 0.44128416] [ 0.80434706] [ 0.64292403 0.79681681 0.39057788 0.50189491 0.20642269 0.31973314 0.46283004 0.64247385 0.7043421 0.54215293] [ 0.1344405] [ 0.29528745 0.58517763 0.43892238 0.62298001 0.45544854 0.73064099 0.4458367 0.42080742 0.4282843 0.60659855] [-0.35173886] [ 0.61935233 0.58647098 0.59378258 0.20075329 0.43217139 0.49914244 0.4901527 0.68521688 0.58969618 0.50949258] [-0.48670353] [ 0.70793922 0.35288823 0.66461244 0.42779776 0.36903494 0.49982248 0.4429689 0.50572713 0.46488318 0.43083961] [-0.13498976] [ 0.28551013 0.49288431 0.592476 0.41764291 0.55840098 0.548149 0.41102758 0.32172752 0.44153935 0.61691421] [ 0.28026226] [ 0.41677975 0.54778497 0.47969842 0.37883254 0.39508582 0.54158054 0.41934712 0.51441469 0.45186817 0.55101637] [ 0.00383097] [ 0.52716399 0.55848563 0.48930263 0.50119787 0.37029931 0.55397109 0.38719478 0.67031529 0.68543599 0.45476373] [ 0.12546156] [ 0.36818129 0.54863284 0.58256236 0.48470363 0.51345147 0.6031165 0.4043799 0.49195291 0.4549912 0.55989776] [ 0.02083598] [ 0.51027135 0.54919847 0.48172884 0.54646232 0.34862885 0.51637082 0.40628212 0.44988273 0.48977319 0.53889928] [-0.27925708] [ 0.62664646 0.80272736 0.49093258 0.50641408 0.46346538 0.43175619 0.45730098 0.67391755 0.60724015 0.67599594] [ 0.84950675] [ 0.73399811 0.56959655 0.483478 0.3625069 0.49763151 0.33581212 0.68352568 0.65918246 0.54626384 0.25007317] [-0.01110707] [ 0.36856943 0.38217494 0.56287948 0.40467765 0.46963421 0.6009303 0.36309393 0.45198289 0.40211056 0.45762132] [ 0.34087243] [ 0.1996537 0.53818807 0.34267957 0.61442284 0.48693972 0.7058179 0.38909758 0.37729327 0.31168707 0.56779093] [ 0.20973058] [ 0.21374015 0.57089942 0.39708396 0.63048872 0.55582396 0.66371498 0.33765179 0.43226192 0.38714303 0.55429101] [-0.36049732] [ 0.38841262 0.67031921 0.37542288 0.52061702 0.37763907 0.45421642 0.38826941 0.58713457 0.64769143 0.50447066] [-0.47983114] [ 0.51143726 0.72181771 0.40298824 0.4355131 0.46009556 0.58592547 0.36611776 0.5086637 0.49382853 0.68105896] [-1.22066048] [ 0.65445151 0.46785042 0.67834963 0.16984155 0.6580853 0.50303568 0.60225416 0.51802751 0.49318548 0.52003041] [ 0.11548685] [ 0.68065829 0.52324771 0.49869756 0.32088334 0.28413257 0.36194506 0.53996677 0.47492516 0.53702697 0.31483961] [-0.04687696] [ 0.61775837 0.59486999 0.59003806 0.42261772 0.34923617 0.38637294 0.57667294 0.70370107 0.6060902 0.31543925] [ 0.34362532] [ 0.76353143 0.45494667 0.66995363 0.30246769 0.40772344 0.38112829 0.56799364 0.73935709 0.53668163 0.34670982] [ 0.32618344] [ 0.25332939 0.64964758 0.41527849 0.64691222 0.43591479 0.7170738 0.43680961 0.3715965 0.55508616 0.61687179] [-0.12880932] [ 0.36547194 0.46482059 0.40335476 0.62437018 0.5875074 0.76223021 0.36229488 0.59319166 0.39811145 0.51665209] [-0.80583548] [ 0.30893858 0.44257875 0.57155052 0.44098681 0.32100694 0.41574537 0.42387249 0.51535232 0.5463268 0.27791865] [-1.06828899] [ 0.4368193 0.24701263 0.73407949 0.33014014 0.45251354 0.33947814 0.44170162 0.51314231 0.31144794 0.25723299] [ 0.3479245] [ 0.22122266 0.41722894 0.65297484 0.49719099 0.48532191 0.77085053 0.38149327 0.33926738 0.34308493 0.609213 ] [-0.50606939] [ 0.61062479 0.63061707 0.50610718 0.51198782 0.35902179 0.36710276 0.41423541 0.52967826 0.57977512 0.37449535] [-0.00872643] [ 0.2286032 0.46071087 0.64932502 0.45110871 0.50296615 0.62302861 0.49275202 0.39654134 0.42489559 0.56696625] [ 1.8529083] [ 0.81147978 0.67976791 0.59977899 0.32465942 0.31321825 0.33371222 0.63777141 0.77405859 0.61895599 0.33800576] [-0.47983114] [ 0.51143726 0.72181771 0.40298824 0.4355131 0.46009556 0.58592547 0.36611776 0.5086637 0.49382853 0.68105896] [-0.36812447] [ 0.36706976 0.67376397 0.37676665 0.65476902 0.50914368 0.69259768 0.38299856 0.6183465 0.63328266 0.46848952] [-0.05279499] [ 0.49226845 0.59315215 0.5510225 0.38160971 0.40728918 0.50256365 0.46662631 0.50101606 0.61271954 0.44440737] [ 0.39853464] [ 0.17190476 0.56840638 0.50263761 0.67294155 0.41692401 0.71914742 0.3378977 0.43524988 0.48200775 0.6227616 ] [ 0.29884874] [ 0.44965075 0.62350555 0.49445705 0.6344537 0.29637302 0.62275634 0.32974172 0.33792994 0.45535992 0.5830908 ] [-0.55435965] [ 0.51442196 0.61516755 0.41356511 0.56946484 0.35889958 0.35105509 0.36112147 0.57924691 0.5094903 0.52887021] [-0.02329771] [ 0.57594915 0.73739303 0.38046387 0.38750162 0.28745019 0.40522741 0.45422546 0.56665806 0.55099834 0.44972555] [-0.56883964] [ 0.45024445 0.64711772 0.46481728 0.604657 0.4372903 0.52670302 0.41660805 0.44640179 0.57385966 0.4729305 ] [ 0.04302952] [ 0.33826093 0.63373782 0.53569667 0.5723103 0.5735979 0.6550709 0.42840646 0.52676556 0.39593104 0.65515774] [-0.43492948] [ 0.61530694 0.75211086 0.47421437 0.40434216 0.38549512 0.37935673 0.42464869 0.59845009 0.67897486 0.65300633] [-0.72838931] [ 0.60153373 0.60097091 0.49992706 0.44377852 0.42664173 0.65396298 0.45795902 0.58511103 0.457791 0.54532161] [-0.10691597] [ 0.59679889 0.73162387 0.41665959 0.44128156 0.37131103 0.45845849 0.51324457 0.4850822 0.72360377 0.61235458] [-0.80181724] [ 0.73044685 0.45965005 0.61017622 0.29673304 0.4681609 0.46661369 0.41676273 0.56312509 0.48330259 0.45474604] [ 0.04752094] [ 0.45744763 0.54675279 0.48325814 0.29477013 0.41895111 0.43763911 0.46045414 0.5486446 0.5336834 0.35429349] [-0.29933765] [ 0.38897748 0.49636878 0.49659329 0.59410099 0.46037015 0.6290243 0.45569734 0.47921395 0.29090264 0.52967032] [-1.01325497] [ 0.64995024 0.48666699 0.56722575 0.49483494 0.51776881 0.58452711 0.43291283 0.69884161 0.52617607 0.41172134] [ 0.46189757] [ 0.59235139 0.69419617 0.43098744 0.62282873 0.2546975 0.55330786 0.4386516 0.5449344 0.60532291 0.56115927] [-0.44608225] [ 0.42883172 0.61269807 0.5000145 0.47419918 0.36578836 0.47800323 0.37728159 0.42575089 0.56655635 0.47865867] [ 0.64099083] [ 0.51399224 0.51791435 0.50194224 0.42790903 0.44430053 0.37642101 0.62965792 0.60841156 0.55698439 0.24331096] [ 1.50892731] [ 0.67098099 0.40131041 0.56222475 0.30902665 0.36187529 0.30108769 0.51276432 0.51330762 0.51655257 0.27811556] [-0.51155654] [ 0.3492757 0.64781962 0.44717906 0.55022029 0.45191944 0.56865121 0.49344201 0.51509938 0.47583035 0.53186447] [-0.4650657] [ 0.40450843 0.75095166 0.4170663 0.54045128 0.29723398 0.68173326 0.41462891 0.52898561 0.61268232 0.65451842] [-0.09817157] [ 0.30375712 0.70379597 0.37278084 0.66710514 0.34211497 0.65313041 0.45631408 0.4532688 0.57312214 0.58797215] [-0.75251831] [ 0.55984959 0.7192622 0.57929984 0.4667473 0.41388864 0.565084 0.53750786 0.5648485 0.56300127 0.49853261] [ 0.64800556] [ 0.54557428 0.5295313 0.52803006 0.47618634 0.37155434 0.65838518 0.40819547 0.75079474 0.49444529 0.45430724] [-0.46986501] [ 0.53802318 0.46952987 0.61867127 0.33464267 0.53293136 0.43143182 0.44006336 0.55990475 0.46739036 0.44530051] [ 0.59271426] [ 0.50760845 0.41870906 0.64460936 0.35112002 0.45315608 0.51242148 0.43607631 0.53969811 0.36801735 0.4038242 ] [-0.69485124] [ 0.56067229 0.78929045 0.44461556 0.56329698 0.48688995 0.47147674 0.48868272 0.46398768 0.51724022 0.67154476] [-0.29933765] [ 0.38897748 0.49636878 0.49659329 0.59410099 0.46037015 0.6290243 0.45569734 0.47921395 0.29090264 0.52967032] [-0.05734198] [ 0.7101799 0.40547189 0.58542897 0.4302755 0.46720001 0.3471921 0.49580444 0.59614277 0.35080924 0.50339256] [ 1.6422744] [ 0.71196762 0.32073324 0.63540836 0.32390667 0.48809554 0.38021404 0.56239602 0.58631194 0.48653005 0.32117329] [-0.27681847] [ 0.45822122 0.31455334 0.6728441 0.44894819 0.53700918 0.41704787 0.43285829 0.45311986 0.40807663 0.5607445 ] [-0.08482926] [ 0.40736077 0.58944842 0.49284845 0.49246754 0.47889217 0.60506498 0.3998935 0.65085054 0.53985134 0.50220571] [-0.34958581] [ 0.34302673 0.31012045 0.69175239 0.42560732 0.50805516 0.58083755 0.42530375 0.36240465 0.3773306 0.52973985] [-0.18713571] [ 0.7555129 0.49149798 0.69567404 0.28704496 0.52531437 0.41231297 0.51994211 0.6568754 0.58570141 0.40933836] [-0.05734198] [ 0.7101799 0.40547189 0.58542897 0.4302755 0.46720001 0.3471921 0.49580444 0.59614277 0.35080924 0.50339256] [ 1.94559089] [ 0.59353478 0.26290681 0.61527493 0.34029173 0.38529067 0.38150259 0.55714502 0.58554608 0.32102064 0.19886231] [-0.27598979] [ 0.58787613 0.70299798 0.38175853 0.67872267 0.23256024 0.2519091 0.51821884 0.66513834 0.60435246 0.59938374] [-0.33433507] [ 0.58275193 0.47014239 0.48223975 0.52134811 0.38838818 0.50449939 0.51610153 0.54279748 0.39300644 0.51034173] [ 0.71159666] [ 0.1773566 0.54608959 0.41729383 0.71383336 0.61538844 0.71233776 0.38876139 0.26425943 0.32146553 0.60643149] [-0.52959821] [ 0.45440552 0.6495995 0.41035677 0.6915962 0.42339617 0.53265433 0.43189252 0.48427112 0.41914241 0.54122472] [-0.1512743] [ 0.52434702 0.6523009 0.53783767 0.65855161 0.4051066 0.64917971 0.37076231 0.54003632 0.52491839 0.57650137] [-0.22581218] [ 0.47597365 0.34385084 0.50138776 0.52365853 0.49691947 0.61662353 0.53950623 0.65995314 0.35053766 0.35543283] [-0.27319648] [ 0.39969231 0.52164152 0.33932104 0.53908738 0.45682946 0.49504797 0.52545915 0.6217921 0.35059666 0.52512428] [-0.12299702] [ 0.42058301 0.73289979 0.32514152 0.65840876 0.30614458 0.45572944 0.41063754 0.37600191 0.70558182 0.44342281] [-0.10714655] [ 0.35562093 0.43391513 0.51111262 0.55919329 0.48668557 0.64012453 0.48599228 0.61145966 0.39765307 0.37688041] [ 0.14042388] [ 0.26921294 0.51280648 0.43284055 0.61401519 0.55632596 0.84852574 0.40688259 0.60536771 0.46794484 0.558376 ] [-0.13282995] [ 0.72254512 0.52979628 0.51874465 0.22673897 0.41103458 0.54002727 0.49911406 0.53624179 0.48390778 0.46369594] [-0.15949652] [ 0.46408004 0.87168412 0.35211696 0.66355406 0.44834327 0.67609598 0.40423162 0.56925547 0.62086883 0.8085665 ] [ 0.55235046] [ 0.46089465 0.47453709 0.53444638 0.43544812 0.42951158 0.45504848 0.4994891 0.52455172 0.41889872 0.40366373] [-0.21250671] [ 0.44968955 0.66275579 0.43022598 0.63838935 0.26252244 0.64671248 0.39796601 0.47416868 0.56345797 0.5896773 ] [-0.74210953] [ 0.38602464 0.67410815 0.47808847 0.57775932 0.38310588 0.62073202 0.53575503 0.61519308 0.56275272 0.440654 ] [-0.22926961] [ 0.5189224 0.74766336 0.50595953 0.6318711 0.37051424 0.55079795 0.36037386 0.5806684 0.57954833 0.54396397] [ 0.03232943] [ 0.27888036 0.58797379 0.35179792 0.69632552 0.31909468 0.59832577 0.45125933 0.6415494 0.53034947 0.43495487] [-0.32579288] [ 0.74410419 0.53174724 0.4911168 0.42713387 0.29374626 0.3008379 0.56981155 0.49223041 0.57600502 0.33290406] [-0.15279477] [ 0.51895388 0.66757562 0.48975024 0.57927345 0.41691507 0.43336488 0.3455736 0.60296833 0.6318754 0.56138225] [-0.30368247] [ 0.41646393 0.56296684 0.46833495 0.51948682 0.36246207 0.47942227 0.43762788 0.50835 0.55915766 0.44031983] [-0.38205541] [ 0.67076359 0.41866431 0.64006884 0.29891122 0.48654041 0.49848262 0.4355196 0.51005524 0.49834363 0.42713732] [-0.62467238] [ 0.45268645 0.34666959 0.63997219 0.35593646 0.57957916 0.4587084 0.5803782 0.38184915 0.35337261 0.62614185] [-0.33148051] [ 0.564572 0.63196601 0.53135737 0.55054711 0.62886056 0.65386686 0.38404684 0.48752938 0.456192 0.63839746] [ 0.62226222] [ 0.31480181 0.45472928 0.55035444 0.50750245 0.45562727 0.47384122 0.3990046 0.45506121 0.57458772 0.40521129] [ 0.5542241] [ 0.41971915 0.49661601 0.49207543 0.39571484 0.38797233 0.43187093 0.37260063 0.48947434 0.48107769 0.32797481] [-0.43720487] [ 0.42469897 0.32074487 0.60162909 0.57546606 0.36686397 0.65253708 0.36327068 0.57138471 0.38889135 0.41529269] [-0.19325471] [ 0.5570328 0.30250729 0.58203028 0.40383353 0.34558108 0.21981351 0.47062021 0.64616932 0.43009048 0.18969441] Progress: 41.4% ... Training loss: 0.341 ... Validation loss: 0.548[ 0.71347004] [ 0.77649497 0.50422173 0.7102836 0.22467596 0.41847708 0.39325573 0.6838509 0.72683372 0.51719944 0.37108121] [-0.67699918] [ 0.64446898 0.56190656 0.54414698 0.44031459 0.25470519 0.37063527 0.47456262 0.69113037 0.61844691 0.38298098] [-0.54077197] [ 0.30499971 0.62644135 0.47647991 0.56862995 0.40966516 0.63831709 0.37071608 0.65601165 0.52353048 0.51034588] [-0.56179179] [ 0.57494005 0.44442047 0.6393018 0.35199943 0.44128753 0.5300055 0.41943495 0.57486538 0.53624913 0.44701701] [-0.28126608] [ 0.37773238 0.51693183 0.53279909 0.45945264 0.36443506 0.61062018 0.37515736 0.42473577 0.43986505 0.43586389] [-0.30159351] [ 0.59026718 0.54751694 0.5156209 0.39281443 0.41895019 0.64432111 0.43247152 0.65464198 0.60198347 0.48811324] [-0.55233293] [ 0.58119377 0.40087044 0.63635508 0.449276 0.51272664 0.51651926 0.48751667 0.5424675 0.41767118 0.35505901] [ 0.61405304] [ 0.16929832 0.61279979 0.51502956 0.63357377 0.43784269 0.7394097 0.34183506 0.30269548 0.52114564 0.65633401] [ 0.02371902] [ 0.65076152 0.67721033 0.54988764 0.48148852 0.43103029 0.43829772 0.44153578 0.55690632 0.62138449 0.45939543] [-1.1715067] [ 0.4820233 0.5791507 0.50680574 0.38166732 0.30625293 0.4051187 0.46399445 0.6563288 0.50772865 0.37646365] [ 0.29905026] [ 0.33771874 0.61504333 0.44774674 0.65387126 0.46758878 0.62703576 0.29808565 0.61219241 0.57386456 0.6037916 ] [ 0.86505472] [ 0.77284012 0.34626293 0.71394838 0.37858508 0.39252822 0.2907262 0.55659454 0.78188875 0.45280512 0.22329306] [ 0.01938449] [ 0.30241848 0.48744522 0.59409487 0.46920963 0.43313997 0.56644089 0.41065444 0.42053198 0.51343768 0.47426417] [ 0.53450345] [ 0.76341843 0.54308421 0.58749827 0.41424939 0.26572696 0.33593958 0.43667486 0.54678429 0.62964719 0.36572171] [ 0.18407184] [ 0.58782403 0.50595355 0.5734099 0.37897658 0.53012528 0.60470067 0.54584385 0.58810136 0.40363684 0.45576026] [ 0.95509467] [ 0.51964644 0.49260885 0.49333107 0.42897247 0.34466672 0.44489691 0.54588873 0.68231445 0.52993598 0.25292277] [-0.54491182] [ 0.70725629 0.61656211 0.52347612 0.46112091 0.28632771 0.55772457 0.41817281 0.59379218 0.64262327 0.54468741] [-0.3707733] [ 0.35082775 0.45805901 0.47520713 0.57426507 0.38754962 0.42181692 0.47722615 0.49469524 0.48531704 0.42751798] [ 0.55683705] [ 0.68380288 0.45294015 0.57862208 0.44389334 0.43957907 0.42263365 0.50400133 0.66046197 0.55568593 0.29138545] [ 0.16081721] [ 0.2353545 0.43934253 0.59426653 0.52423595 0.52605588 0.6289353 0.38023851 0.35087641 0.50004981 0.48252908] [-0.42726292] [ 0.59906158 0.47374803 0.58146129 0.42977662 0.5292162 0.54854196 0.45446513 0.63620103 0.45273905 0.47556396] [-0.82716709] [ 0.32757549 0.54599924 0.49888681 0.45009814 0.40824871 0.51244131 0.38562247 0.55485566 0.4022888 0.40719384] [-0.66813278] [ 0.46322607 0.77784501 0.36945126 0.63876127 0.22368019 0.48715857 0.4286137 0.64423732 0.62068497 0.60017025] [-0.47530721] [ 0.62505724 0.62757192 0.53472571 0.40767533 0.48994939 0.4334688 0.41685958 0.46020693 0.58239854 0.48629507] [-0.00588311] [ 0.42547297 0.75575498 0.35990333 0.5190017 0.33641027 0.62304817 0.47317596 0.61184653 0.53332347 0.51876577] [ 0.96437771] [ 0.75486709 0.5632874 0.58964192 0.38547401 0.42407197 0.33736353 0.52178815 0.66104993 0.61307598 0.32056162] [ 0.26281553] [ 0.28898537 0.52758637 0.49877185 0.51584378 0.51499616 0.74829473 0.32061419 0.52242563 0.45090507 0.6805267 ] [ 0.88647977] [ 0.38526922 0.48414555 0.58979248 0.46599073 0.3484225 0.44362125 0.51461548 0.60796621 0.57584724 0.29575422] [ 1.03456834] [ 0.71430546 0.75532911 0.54186493 0.40353275 0.40826269 0.4999113 0.51301586 0.61448002 0.60142721 0.53724503] [-0.39722995] [ 0.52501481 0.51558748 0.63591111 0.53344776 0.56649429 0.6837747 0.50691775 0.5235507 0.48562354 0.56499986] [-0.23696448] [ 0.41428958 0.49716593 0.48325268 0.48486409 0.36402514 0.52561543 0.47889958 0.591809 0.43453921 0.41729469] [-0.29904981] [ 0.39180621 0.64245992 0.49052212 0.68478238 0.52227811 0.60477324 0.43295126 0.46198711 0.61177659 0.46884817] [-0.79907728] [ 0.74109931 0.72395583 0.47129889 0.4557846 0.24628588 0.40201258 0.45356862 0.60059949 0.71577896 0.47185222] [-0.18237337] [ 0.48787405 0.60008243 0.47243223 0.48470254 0.35599168 0.39193721 0.44401168 0.54901249 0.58890726 0.56395897] [ 0.70908338] [ 0.56482019 0.58908733 0.56151459 0.44074187 0.5210266 0.58160434 0.46651544 0.59134773 0.48168654 0.49533122] [ 0.92944133] [ 0.67460336 0.71793946 0.47047499 0.49752924 0.28263135 0.3556343 0.59663297 0.71460794 0.66977935 0.27579825] [ 0.11056466] [ 0.33587811 0.31980396 0.70670164 0.43755819 0.45997039 0.71528773 0.39405698 0.45575475 0.31390746 0.43810862] [-0.80580643] [ 0.50558132 0.77993202 0.37602589 0.73438201 0.39412738 0.43369721 0.4884168 0.65663298 0.63701981 0.69427966] [-0.18352261] [ 0.4890405 0.68556035 0.46729537 0.43786115 0.4806537 0.622017 0.42444697 0.46266278 0.53438781 0.69067376] [ 0.80727871] [ 0.77972185 0.62177534 0.59435788 0.45914547 0.42648096 0.3424996 0.550142 0.65372866 0.6411201 0.31709676] [-0.10606665] [ 0.69990508 0.68649823 0.57522795 0.24836484 0.50188636 0.41339803 0.45869205 0.6112004 0.6247041 0.45191656] [-0.32892871] [ 0.72319742 0.43745934 0.50491266 0.37622177 0.26902923 0.42547121 0.46900304 0.51462625 0.47436403 0.30522516] [-0.71061094] [ 0.45170237 0.64416503 0.41086175 0.50886623 0.33058519 0.53460651 0.45330278 0.35769816 0.62677997 0.49004968] [-0.52444281] [ 0.65643403 0.59641822 0.53589468 0.45743369 0.30598572 0.45365499 0.50981129 0.73969704 0.59953876 0.36460575] [-0.30889378] [ 0.40899673 0.34515726 0.67312727 0.32179812 0.49113152 0.56925217 0.45468472 0.40554803 0.40818495 0.45180717] [-0.12769852] [ 0.76141517 0.47187123 0.63457451 0.28648051 0.28318574 0.30899929 0.59076756 0.65513931 0.51547517 0.32689914] [-0.80345766] [ 0.6836439 0.76561049 0.54209412 0.37022007 0.45288788 0.4518686 0.56446938 0.64288153 0.5808695 0.67361315] [ 1.08165505] [ 0.70338106 0.48099372 0.55730882 0.36161973 0.35880416 0.32799713 0.43472903 0.57007739 0.5609255 0.33754374] [-0.71882467] [ 0.77838741 0.60201407 0.53273776 0.44892563 0.26588873 0.27351978 0.55018397 0.55133104 0.605615 0.35919256] [-0.63806303] [ 0.64928127 0.74010063 0.52202897 0.40230101 0.5276895 0.60521704 0.56932578 0.43987092 0.47950648 0.67913683] [-0.71760263] [ 0.46315659 0.42351424 0.63852606 0.40314506 0.51957841 0.54792344 0.48221848 0.35044838 0.48477934 0.43958802] [-0.26802134] [ 0.53211659 0.65543122 0.43761406 0.52698158 0.30957099 0.54637384 0.44952161 0.50158004 0.57263541 0.57012019] [ 0.32854345] [ 0.23199215 0.69719994 0.39259798 0.65597085 0.48696293 0.70684049 0.3099602 0.43608994 0.47651074 0.64248562] [-0.3998637] [ 0.48189828 0.47398657 0.63707341 0.41322533 0.611299 0.54028752 0.43420936 0.4768819 0.56442822 0.50112717] [-0.30159351] [ 0.59026718 0.54751694 0.5156209 0.39281443 0.41895019 0.64432111 0.43247152 0.65464198 0.60198347 0.48811324] [ 0.07311922] [ 0.53791527 0.46530793 0.59972411 0.3463332 0.40483117 0.49427374 0.57724865 0.63221315 0.43352595 0.37536646] [ 0.15789856] [ 0.56176848 0.70154551 0.43056662 0.63035039 0.43513309 0.40271476 0.49159373 0.68025928 0.59733232 0.44387688] [ 2.71918402] [ 0.73133448 0.6122519 0.52297962 0.26489271 0.23399262 0.24766381 0.54211079 0.72033853 0.57588919 0.30784485] [ 0.48466196] [ 0.21884361 0.65066831 0.41874613 0.66180494 0.42256688 0.77621812 0.33110993 0.36524018 0.48769367 0.64376368] [-0.45180964] [ 0.51718193 0.72526365 0.345106 0.64286952 0.31417736 0.63659592 0.29449206 0.52247297 0.53962011 0.60474921] [ 0.71465493] [ 0.47072864 0.63346072 0.49682351 0.49250554 0.43415482 0.62232506 0.6159208 0.62964688 0.57398327 0.47049331] [ 0.513235] [ 0.72447 0.64283938 0.50795921 0.47216575 0.21014493 0.36255172 0.51731414 0.68013773 0.5889519 0.39332841] [-0.03461595] [ 0.63546579 0.56150392 0.48899909 0.47695465 0.40959325 0.35856328 0.6070044 0.57149792 0.5513605 0.36980353] [ 0.58599913] [ 0.64069373 0.40357669 0.63095515 0.35594059 0.40619995 0.3138092 0.43496635 0.53375645 0.43905871 0.32470326] [ 1.20948068] [ 0.69800309 0.43483356 0.61053424 0.41106286 0.28614001 0.30995283 0.46319978 0.66540654 0.54224687 0.33057964] [-0.07455502] [ 0.71517791 0.2613402 0.74751664 0.26337638 0.53431179 0.34639923 0.45621493 0.5591611 0.27693154 0.39650036] [ 0.11826414] [ 0.4289378 0.61667861 0.4294908 0.68728017 0.64206298 0.72716686 0.37733629 0.50665036 0.41392605 0.61071242] [-0.37203166] [ 0.38767406 0.62472474 0.44633284 0.65293398 0.31586248 0.70558366 0.43381068 0.6170011 0.4569125 0.5373931 ] [-0.52864484] [ 0.47555339 0.63513164 0.46423641 0.52769828 0.52308791 0.51041689 0.47041616 0.42148597 0.3882113 0.56310078] [-0.38913941] [ 0.46648242 0.64257267 0.43319884 0.40344451 0.34197322 0.44104695 0.51123492 0.74617993 0.64660064 0.36176196] [ 0.30847745] [ 0.37766785 0.63609918 0.47170397 0.52652013 0.38243422 0.71516344 0.46015875 0.47023861 0.55385951 0.58367151] [-0.08180683] [ 0.20470091 0.39953253 0.59561133 0.5849934 0.42150235 0.61465132 0.46666472 0.36952462 0.44072889 0.46572642] [-1.06203404] [ 0.76953528 0.5476031 0.56289269 0.27629983 0.35967494 0.32209613 0.50573108 0.57156461 0.45082043 0.50553834] [ 0.06027227] [ 0.4899771 0.73519439 0.49151996 0.61201366 0.42924382 0.66931753 0.55664375 0.48484085 0.61301762 0.53280864] [-0.19383638] [ 0.28731405 0.47597805 0.46828829 0.49579288 0.48899584 0.74052297 0.42400645 0.49993273 0.55157412 0.52877296] [-0.11935999] [ 0.33139385 0.42230512 0.58455118 0.62281242 0.50486093 0.59107511 0.38964043 0.31540591 0.34456245 0.46618524] [-0.21482555] [ 0.66696186 0.54887065 0.63583179 0.3772924 0.57832375 0.52245428 0.50713835 0.56142327 0.59102419 0.48139624] [ 0.21163272] [ 0.47295205 0.66047061 0.44036839 0.51360527 0.32140244 0.40027705 0.36296318 0.49246177 0.60128333 0.45340149] [-0.0403715] [ 0.60508445 0.72346585 0.47108154 0.5631381 0.19711009 0.35793681 0.52187157 0.80069641 0.61395832 0.31297844] [-0.76541914] [ 0.39344864 0.68178046 0.35374438 0.53119097 0.42545478 0.40798531 0.43280102 0.40635147 0.52187856 0.48000651] [ 0.10071672] [ 0.55294283 0.59097627 0.51296157 0.47099297 0.39236532 0.5634795 0.54357115 0.60194258 0.50634142 0.51665189] [-1.06501911] [ 0.44207881 0.75744768 0.42491732 0.57219651 0.28516594 0.4371126 0.52807741 0.69134962 0.64766898 0.35774921] [ 0.06317287] [ 0.35910331 0.56993738 0.48489835 0.55600521 0.63006014 0.60221379 0.33289588 0.46056078 0.40626526 0.70741301] [-0.66215265] [ 0.39759291 0.65364221 0.3612552 0.60533709 0.36006412 0.41975005 0.35861812 0.4781938 0.54852977 0.53126462] [-0.72021416] [ 0.39286319 0.56311946 0.48412222 0.52150298 0.36820019 0.64920095 0.42486757 0.5968282 0.50049631 0.44977002] [ 0.44150878] [ 0.33315587 0.48983057 0.52318332 0.61356867 0.31617424 0.61047557 0.39394888 0.57173839 0.48470788 0.37147681] [-0.10106738] [ 0.28219038 0.41871534 0.62937869 0.4538497 0.56120325 0.64735341 0.46529205 0.36730428 0.4184499 0.49920571] [-0.17959055] [ 0.41494011 0.62248014 0.43305388 0.46240029 0.43148093 0.5645497 0.53083418 0.59643914 0.37692324 0.51329417] [-0.06833697] [ 0.24703453 0.48185434 0.53589457 0.43747093 0.46472758 0.54461418 0.50549383 0.42161115 0.53325468 0.44351078] [-0.28037162] [ 0.34998095 0.45779976 0.59359111 0.55937992 0.41115685 0.59357972 0.37215885 0.44468476 0.41057173 0.55819938] [ 0.47804904] [ 0.55249951 0.63611416 0.51888582 0.43353747 0.39307167 0.45950481 0.52278122 0.63744558 0.49534168 0.49384996] [-0.74649383] [ 0.42693303 0.49519831 0.57826242 0.44621065 0.42656696 0.58905734 0.39290298 0.62408284 0.44631938 0.43865674] [-0.08874183] [ 0.44381694 0.80716032 0.33119129 0.73922117 0.34849924 0.58004316 0.38366432 0.32094628 0.56743852 0.65411258] [-0.53221719] [ 0.8378741 0.48476914 0.68408327 0.24257137 0.48386338 0.45720101 0.6268337 0.60631907 0.45158093 0.52584112] [ 0.48871201] [ 0.74848619 0.58207962 0.65087228 0.31725309 0.47815864 0.46790915 0.64752051 0.56260142 0.58760991 0.43140008] [-0.08466406] [ 0.47848963 0.51829786 0.50414996 0.33552299 0.40987192 0.55375354 0.4355363 0.55174256 0.53001613 0.40330266] [-0.37375112] [ 0.64688223 0.3963658 0.59230191 0.34201648 0.42170173 0.50739704 0.46115391 0.66208128 0.4105292 0.46547401] [ 0.525909] [ 0.21831828 0.51969116 0.50052954 0.55198171 0.51074073 0.76734916 0.3426211 0.31495692 0.39397728 0.6230875 ] [ 0.09470374] [ 0.56235499 0.67295392 0.44536171 0.60008016 0.36975217 0.42843069 0.41190073 0.64172542 0.60847753 0.47445063] [-0.23321052] [ 0.41438211 0.45788285 0.62262522 0.26854832 0.53068934 0.48698026 0.49927884 0.40515418 0.48309994 0.46892055] [-0.07025262] [ 0.42294242 0.61668033 0.4846429 0.53895508 0.31745623 0.43848747 0.49686407 0.54757156 0.63001156 0.44834665] [-0.09382546] [ 0.50291719 0.70092346 0.4978382 0.54829748 0.33869542 0.49321018 0.45995087 0.52517499 0.5635772 0.58664146] [-0.32206123] [ 0.73510214 0.35822665 0.68574474 0.24176939 0.43970899 0.47482346 0.48676391 0.59463382 0.53091773 0.42368598] [ 0.22350422] [ 0.31008136 0.41894506 0.61955967 0.42675381 0.52233957 0.65342107 0.46935571 0.43809295 0.37658963 0.57562834] [-0.28480497] [ 0.61543388 0.7525547 0.456043 0.37786954 0.33453613 0.47443393 0.60118091 0.66918112 0.70206792 0.46525654] [ 0.0329239] [ 0.43904205 0.66294001 0.52845725 0.66626536 0.52992558 0.78515731 0.39858105 0.53829971 0.53400184 0.65992774] [ 0.05843755] [ 0.49175742 0.46910919 0.46104788 0.51317269 0.26388603 0.39625056 0.45386867 0.62360195 0.52504086 0.28880389] [ 0.47377691] [ 0.59239296 0.77201061 0.4573598 0.51574145 0.35415816 0.56777628 0.57641269 0.61923887 0.62706647 0.53498081] [ 0.04574297] [ 0.20805387 0.30076328 0.70751396 0.37356714 0.58473973 0.68400635 0.46383403 0.29568507 0.31406445 0.47733722] [ 0.13394747] [ 0.5916975 0.70401306 0.54494666 0.49268769 0.4801796 0.60749074 0.51666673 0.63040048 0.57188745 0.60831909] [-0.49190958] [ 0.6033869 0.34968482 0.71790195 0.3376073 0.58172314 0.33184881 0.5177526 0.55944285 0.3534545 0.47292244] [-0.50362088] [ 0.31195832 0.64547876 0.42640272 0.64464805 0.34517076 0.48416729 0.38301232 0.59975172 0.59535499 0.42902824] [-0.53055603] [ 0.44453772 0.19139828 0.77480012 0.39004737 0.47192632 0.4901859 0.48980623 0.52638597 0.30437301 0.29469439] [ 0.18805499] [ 0.3488087 0.70031947 0.43069368 0.5129865 0.52588799 0.73916771 0.32973377 0.50388503 0.49738719 0.75712968] [-0.36277613] [ 0.54924033 0.66114501 0.43153131 0.57435242 0.27101272 0.55261461 0.38540721 0.46476382 0.54246611 0.5192296 ] [ 0.09543588] [ 0.2969748 0.60475928 0.49168627 0.61870398 0.45752012 0.79210993 0.44491751 0.55133895 0.44952531 0.58318255] [-0.41592375] [ 0.69141239 0.42362573 0.59397559 0.31810183 0.41206265 0.4966 0.53395536 0.57004277 0.3438782 0.40381029] [ 0.57418566] [ 0.535368 0.60412208 0.45543443 0.63667571 0.31051941 0.30796394 0.41805141 0.46432587 0.63891522 0.43462305] [ 0.33301543] [ 0.41746053 0.75174274 0.35033642 0.69509496 0.29104694 0.53946814 0.45217632 0.44441733 0.5955222 0.53804882] [ 0.10018201] [ 0.21659999 0.5255446 0.56606351 0.50699082 0.48034974 0.62463284 0.49543938 0.42625441 0.45590286 0.58987736] [-0.18783986] [ 0.533835 0.52009898 0.56934368 0.59547232 0.53592649 0.55563892 0.43106865 0.53348117 0.61130517 0.46840897] [ 0.0368472] [ 0.29310345 0.59028252 0.41137096 0.67469942 0.56123766 0.79570374 0.45220729 0.54618694 0.5423141 0.52060765] [-0.65463292] [ 0.40116984 0.77007272 0.34004582 0.75239547 0.29291225 0.4599189 0.4578283 0.56946836 0.61986361 0.7103435 ] [-0.14302132] [ 0.82907824 0.40197975 0.71081794 0.26226973 0.39682721 0.2454537 0.5299797 0.70964994 0.50554226 0.23180025] [ 1.9660982] [ 0.74929439 0.73461433 0.52802244 0.3693095 0.2881459 0.32421014 0.50152513 0.78547532 0.69232803 0.37443759] [-0.27931051] [ 0.54756735 0.58975014 0.50846409 0.61754441 0.42266188 0.52517548 0.42123677 0.65371429 0.54225875 0.46179595] [ 0.35193922] [ 0.49149407 0.581107 0.51040909 0.55908811 0.31618616 0.46525673 0.49963123 0.4697669 0.52637036 0.51506898] [-0.78557471] [ 0.50070215 0.56196048 0.579494 0.4541772 0.46104539 0.55986438 0.50704887 0.52655286 0.40965107 0.47314897] Progress: 41.7% ... Training loss: 0.340 ... Validation loss: 0.545[-0.12466794] [ 0.49261589 0.64378281 0.48527881 0.68204147 0.54943578 0.7067218 0.42898831 0.4776368 0.4497164 0.55547502] [ 1.25602202] [ 0.62106657 0.80891669 0.30865919 0.50537798 0.23407969 0.30455095 0.5917259 0.74519811 0.69656901 0.30692029] [-0.96914591] [ 0.55823566 0.25733908 0.69882599 0.28676048 0.42497095 0.28473758 0.54072806 0.60133499 0.40110252 0.43465887] [-0.18692215] [ 0.554914 0.50105639 0.59835152 0.41232553 0.46717213 0.59908778 0.5183359 0.5285063 0.35721001 0.48165126] [ 0.26741767] [ 0.21123247 0.47943514 0.50289349 0.7068797 0.41399252 0.77272523 0.37922459 0.42923742 0.51339435 0.4797478 ] [-0.08012686] [ 0.43553483 0.68338459 0.43308793 0.59592281 0.30691024 0.72476569 0.37906692 0.42046175 0.60238072 0.65325052] [ 1.31825223] [ 0.31469681 0.6454394 0.34323033 0.54452521 0.39953528 0.42115681 0.46635969 0.54668197 0.63445373 0.27534079] [ 0.23963752] [ 0.4994778 0.82066005 0.27736554 0.65286528 0.25145888 0.56213905 0.36556918 0.47292787 0.60610094 0.68845113] [-0.36813907] [ 0.40075648 0.67252285 0.39007961 0.69160238 0.39895106 0.58535168 0.56767345 0.6139297 0.52042495 0.42388142] [-0.88791747] [ 0.40766275 0.54420589 0.51354735 0.45458096 0.45677962 0.54689276 0.561072 0.64171831 0.36292485 0.38451011] [ 0.1279458] [ 0.30749332 0.54180698 0.36395858 0.629009 0.4209091 0.74206531 0.34411632 0.6531533 0.5573248 0.51849507] [-0.12735591] [ 0.35872405 0.24597456 0.73441829 0.25117241 0.55905357 0.56188971 0.48149559 0.37418302 0.35920559 0.41618948] [ 0.03892258] [ 0.40781658 0.68583458 0.4196394 0.66055455 0.35855492 0.56188576 0.35110732 0.28775416 0.44371677 0.62751093] [-0.15842085] [ 0.70837312 0.52236911 0.64023512 0.36512668 0.45495491 0.43090118 0.46991154 0.56749821 0.47355237 0.37605514] [-0.14629389] [ 0.39818241 0.6556062 0.49737286 0.61710053 0.31347589 0.61586412 0.40091867 0.41806231 0.50038952 0.56615813] [-0.22089683] [ 0.46790169 0.24188835 0.60158755 0.31731354 0.56182152 0.63280702 0.43367552 0.52362443 0.4260545 0.37903719] [ 1.01951389] [ 0.60834475 0.59265891 0.51984481 0.39119501 0.25034824 0.31527094 0.54557035 0.66139393 0.58839816 0.3237276 ] [ 0.57280678] [ 0.5962126 0.66673935 0.44103668 0.65998773 0.24451941 0.3464107 0.48393477 0.59617924 0.59608646 0.37861397] [ 0.68920634] [ 0.74261637 0.52533228 0.57141491 0.25935616 0.29011962 0.33959541 0.60637529 0.77704951 0.52116109 0.30006282] [ 0.14645902] [ 0.32342036 0.58080857 0.58325101 0.38058462 0.58730532 0.5189791 0.39224319 0.45678659 0.45984564 0.56145737] [ 1.08303934] [ 0.6732735 0.40283817 0.62161795 0.27035305 0.34206374 0.45636903 0.55837993 0.76437529 0.4339906 0.30323607] [-0.04545507] [ 0.39466414 0.73252237 0.30155439 0.69273701 0.27914337 0.40144662 0.53006746 0.65824116 0.5955469 0.6425963 ] [ 0.2697817] [ 0.30996543 0.66143857 0.48837326 0.56665755 0.50302286 0.73158993 0.360501 0.4210464 0.54318554 0.68066951] [ 0.04138331] [ 0.25566063 0.43076228 0.56808502 0.62695963 0.47631597 0.69554804 0.44265076 0.45878723 0.35840861 0.44331102] [ 0.53262715] [ 0.57543269 0.3869697 0.67781344 0.40552562 0.37433787 0.42697296 0.4377472 0.49807043 0.43063213 0.3883733 ] [-0.52871578] [ 0.49025355 0.49269661 0.66649075 0.37071921 0.39877616 0.41797852 0.50999375 0.60457002 0.4593938 0.48701702] [-0.5095231] [ 0.53932075 0.62717513 0.59437731 0.43881124 0.53453248 0.5408877 0.46531987 0.48673127 0.57980379 0.52173121] [-0.39320478] [ 0.29334769 0.57605029 0.43514654 0.69086888 0.43479749 0.5432886 0.50838361 0.49094206 0.50575706 0.40549327] [-0.4771468] [ 0.83014705 0.46536584 0.64373827 0.20781714 0.34934635 0.25843393 0.61133869 0.69697951 0.50452727 0.26549163] [ 0.35584195] [ 0.25938029 0.66230295 0.3894255 0.5858094 0.3970354 0.67334104 0.40720539 0.38336396 0.51478289 0.50083122] [-0.20640228] [ 0.44586855 0.58905531 0.42941123 0.57619843 0.41885057 0.62029602 0.49588089 0.46100096 0.4744908 0.48594213] [-0.10478394] [ 0.66316923 0.56282586 0.55973068 0.32788428 0.40507115 0.61142621 0.51880914 0.64788956 0.52278954 0.45317049] [-0.09256559] [ 0.39285935 0.2691486 0.66863643 0.320184 0.49033831 0.54530661 0.48123191 0.40237195 0.46252598 0.32532355] [ 0.2707217] [ 0.58201012 0.56139404 0.48926416 0.30579153 0.25790163 0.30888133 0.57876822 0.67367987 0.60018792 0.32397211] [ 0.2849034] [ 0.60937518 0.62617436 0.46871586 0.5366451 0.29475211 0.36280194 0.46925537 0.48068071 0.66929493 0.37605848] [-0.6278569] [ 0.51474492 0.51474044 0.54966684 0.48646131 0.42064115 0.56263963 0.48616653 0.57928062 0.38023477 0.55607485] [-0.0154034] [ 0.36628131 0.68396084 0.403407 0.57201689 0.45370952 0.76227937 0.36712723 0.61250027 0.42466929 0.64556715] [-0.71236548] [ 0.61300063 0.6539188 0.49630122 0.51931106 0.43158327 0.51691768 0.45908593 0.51036543 0.42816218 0.61422753] [-0.38970401] [ 0.43316254 0.60509599 0.41010157 0.56960542 0.2983185 0.46035392 0.42740784 0.49936126 0.5242884 0.47031249] [-0.49626812] [ 0.75870965 0.37885444 0.67479458 0.22780248 0.40252869 0.36183261 0.58926383 0.64307649 0.42076811 0.34320203] [-0.19921797] [ 0.32454251 0.50167646 0.57785425 0.44327869 0.482717 0.65800825 0.49743788 0.46985539 0.43840208 0.52296491] [ 0.63271478] [ 0.54596786 0.34850956 0.55579431 0.40783478 0.37848334 0.52248088 0.47218321 0.78459182 0.49722311 0.27898688] [-0.43531907] [ 0.60967103 0.68654445 0.49243547 0.54229181 0.2933813 0.42060353 0.44083108 0.48399906 0.52677499 0.53045228] [-0.38496527] [ 0.49600946 0.7173289 0.36990576 0.67705587 0.28789105 0.53745121 0.29516382 0.4530462 0.54149826 0.55115585] [ 0.34148366] [ 0.56052994 0.33789019 0.65071299 0.35526663 0.47846475 0.47013525 0.48864716 0.70542482 0.44366573 0.29889349] [ 1.41613109] [ 0.57833507 0.65590224 0.58424739 0.58923165 0.4228968 0.56468712 0.38196789 0.60759591 0.63725954 0.55543463] [ 0.12021018] [ 0.69703298 0.50661901 0.60875604 0.45302202 0.37456995 0.26410491 0.51505507 0.70119457 0.55659948 0.22456152] [ 0.23862667] [ 0.72844215 0.62723239 0.532773 0.45677018 0.41520869 0.43544738 0.43474012 0.66914557 0.61590749 0.38018083] [ 0.80576376] [ 0.79070414 0.48855232 0.5977245 0.28841733 0.39588662 0.42671366 0.59775739 0.68845447 0.50365305 0.35188456] [-0.38575137] [ 0.6769206 0.67456577 0.55484731 0.52528319 0.41199532 0.4931629 0.42467687 0.68136237 0.66211502 0.49234129] [ 1.51806059] [ 0.74425012 0.48284685 0.66544187 0.30447922 0.46265515 0.32678058 0.60517081 0.60709041 0.5022298 0.41342311] [ 0.5677044] [ 0.82918905 0.44710342 0.61242147 0.23161326 0.27372648 0.35982281 0.53736233 0.65856627 0.52894703 0.34640798] [-0.24784626] [ 0.52893561 0.6231247 0.49911643 0.44753839 0.36401195 0.49321676 0.45524046 0.374966 0.56163623 0.46166243] [-0.26228431] [ 0.37687622 0.53068638 0.49228061 0.34376793 0.45335575 0.53266911 0.39562933 0.56991016 0.38937637 0.47316958] [ 0.42502016] [ 0.52365924 0.59000181 0.50073475 0.33346159 0.33671842 0.40891347 0.48023496 0.69897058 0.49262775 0.33808223] [-0.2807304] [ 0.56533321 0.74336166 0.39994782 0.58471573 0.32456777 0.58485667 0.34826922 0.43458412 0.54904618 0.64255398] [-0.81278244] [ 0.42738909 0.60296176 0.53738701 0.54906226 0.27877281 0.47979159 0.39934194 0.50457439 0.43884357 0.41769497] [-0.43811254] [ 0.57469314 0.67921546 0.48167497 0.53082984 0.35063246 0.40204828 0.40409196 0.55195074 0.55255098 0.58966151] [ 0.28837007] [ 0.19313761 0.69016028 0.34704632 0.60101459 0.46337334 0.65783558 0.34463122 0.39711974 0.41621962 0.59287762] [-0.149426] [ 0.36598533 0.72480312 0.38597742 0.62178016 0.30701093 0.66016425 0.47587106 0.5706034 0.46566088 0.55363776] [-0.48195887] [ 0.68245114 0.49293851 0.62193044 0.33748433 0.41835111 0.44855758 0.58191014 0.56505573 0.47457099 0.42310139] [-0.03020807] [ 0.77037214 0.62642841 0.60014087 0.27490461 0.3854449 0.48837352 0.58999158 0.59631306 0.51007349 0.44313514] [-0.27742114] [ 0.50721694 0.59443354 0.50001002 0.61790064 0.40197009 0.56466924 0.43853061 0.35576724 0.54852406 0.4716794 ] [-0.84496512] [ 0.41154828 0.51275487 0.52097845 0.42049612 0.46115643 0.49167107 0.47338323 0.68336315 0.58172163 0.35876785] [ 0.26837461] [ 0.5103557 0.63244379 0.48812062 0.5688619 0.29900897 0.46341673 0.50661316 0.48341005 0.56192227 0.52687878] [-0.39558886] [ 0.73287625 0.38340544 0.65011724 0.3063662 0.47973426 0.52979923 0.49492343 0.64925514 0.45780346 0.43682074] [-0.21148148] [ 0.42834003 0.40072398 0.57223589 0.36734583 0.47143704 0.46059584 0.45980875 0.43862336 0.44487917 0.41540451] [-1.36523741] [ 0.60836561 0.59966823 0.50438059 0.444782 0.25032122 0.24237544 0.50178787 0.64445552 0.58266132 0.25535624] [ 0.71919502] [ 0.71399416 0.52285435 0.63646427 0.33235133 0.49139841 0.35645641 0.62996885 0.62918018 0.52200969 0.4523476 ] [ 1.10721528] [ 0.6368208 0.49124247 0.59853949 0.46983975 0.31065701 0.47340201 0.40003025 0.47431935 0.56183406 0.47937708] [ 1.77663712] [ 0.54212489 0.76969564 0.49032334 0.54000342 0.35080406 0.55551173 0.49465081 0.63308597 0.57589649 0.52242579] [ 0.39947842] [ 0.611503 0.47131272 0.6128798 0.48836839 0.48739061 0.38574595 0.48906572 0.56281845 0.45913099 0.49376318] [-0.08128665] [ 0.29193432 0.50346104 0.53324587 0.51462921 0.52932992 0.55572294 0.41397394 0.33376367 0.35784747 0.53497523] [-0.47734247] [ 0.3656648 0.67184385 0.46361332 0.6879337 0.34314434 0.66416164 0.45110544 0.55910863 0.53340689 0.50725597] [-0.03564934] [ 0.42170613 0.50538589 0.5096342 0.54600784 0.33193307 0.57937963 0.42874828 0.48911732 0.60624466 0.38273581] [ 0.29844787] [ 0.55284653 0.67475452 0.4506537 0.61336848 0.44638259 0.50993752 0.55552048 0.6682809 0.54744683 0.44277529] [-0.21159048] [ 0.69194991 0.56134656 0.62772794 0.30314126 0.52300256 0.46047286 0.42458522 0.62460214 0.47836951 0.52343092] [ 0.1297934] [ 0.32304316 0.71793555 0.30503515 0.49297585 0.39874725 0.59194775 0.33819747 0.50092819 0.46530545 0.59777806] [-0.01548514] [ 0.51122163 0.58038015 0.54714406 0.42263612 0.45655837 0.41845601 0.47975923 0.60433898 0.61041942 0.3862884 ] [-0.37684844] [ 0.42553488 0.61466751 0.46285866 0.66136279 0.52732425 0.58699817 0.4322883 0.53366142 0.51382379 0.564876 ] [ 0.36449888] [ 0.38014586 0.52022506 0.52801862 0.54841791 0.48233017 0.58076274 0.52028469 0.5081504 0.54385049 0.50190833] [ 0.48478135] [ 0.4220203 0.54805171 0.45860758 0.52818825 0.38612706 0.45977096 0.42733455 0.59705913 0.59133165 0.46124113] [-0.43096869] [ 0.48822692 0.81716585 0.29608588 0.70551324 0.30853296 0.5036607 0.30559723 0.48984959 0.59224208 0.69019567] [ 1.95250252] [ 0.58193402 0.59624706 0.44825145 0.51609975 0.23045652 0.19735962 0.50373497 0.7151352 0.55396487 0.3051318 ] [-0.30675313] [ 0.38077596 0.60407451 0.58544982 0.3160513 0.46672875 0.52842121 0.53987143 0.46839215 0.56500287 0.52077325] [-0.00080144] [ 0.63633524 0.55029349 0.55950131 0.40220808 0.30139112 0.29278355 0.49071611 0.70410996 0.53311344 0.34898917] [-0.00388997] [ 0.47391639 0.51842093 0.50283338 0.33749437 0.41219657 0.56008952 0.43338191 0.54634602 0.5276928 0.40848128] [-0.89914492] [ 0.85432086 0.58682655 0.6093369 0.2000003 0.25278 0.24830571 0.58287496 0.60116842 0.61588245 0.33418524] [-0.18971579] [ 0.33113472 0.52692175 0.42949639 0.58213442 0.46520888 0.78343058 0.35054514 0.71932302 0.56890405 0.52653007] [ 1.78108453] [ 0.65292283 0.73553792 0.40215794 0.44966124 0.27194163 0.27116769 0.50355341 0.69673764 0.6913811 0.32396078] [ 0.09382953] [ 0.27724851 0.48957106 0.56674534 0.59695125 0.41510226 0.70113252 0.39219177 0.49178668 0.52054156 0.50970531] [-0.3521111] [ 0.72974775 0.70507517 0.45699292 0.44049325 0.27811796 0.57778735 0.43430078 0.5339432 0.6673999 0.55061892] [-0.38893711] [ 0.74488814 0.57576531 0.57334846 0.26314755 0.29996946 0.40899451 0.58629025 0.5927055 0.57423774 0.39522818] [ 0.19696765] [ 0.78916895 0.53048193 0.64200252 0.28062639 0.27595072 0.24083802 0.5832444 0.68710383 0.58806898 0.27110111] [-0.13678377] [ 0.59373996 0.5164506 0.46554043 0.42217007 0.46398608 0.44248486 0.45398973 0.53034431 0.48000788 0.51793326] [ 0.09483048] [ 0.27104406 0.36784171 0.6681324 0.44768852 0.49014734 0.66753137 0.49366854 0.40922452 0.35799199 0.55934711] [-0.41024322] [ 0.54058519 0.74990031 0.47900834 0.50042009 0.47562416 0.6104318 0.41154805 0.50702539 0.53754083 0.61204073] [ 0.17493281] [ 0.17309534 0.58891895 0.41924518 0.69355711 0.43915579 0.57292338 0.45719957 0.47965639 0.47811704 0.46460753] [ 0.91208785] [ 0.39263146 0.51921379 0.50781932 0.40534941 0.432315 0.61019771 0.5162574 0.53441422 0.33568117 0.39584724] [ 0.48759748] [ 0.58045197 0.45475305 0.65981108 0.45173439 0.56812191 0.49856055 0.49426868 0.51603208 0.47890004 0.42406018] [-0.27081006] [ 0.32259491 0.65251351 0.36655684 0.64364217 0.30771617 0.670913 0.44601556 0.56715957 0.47734175 0.55132226] [ 0.13541802] [ 0.38797394 0.67952538 0.41989706 0.64618067 0.5683902 0.64891938 0.3603545 0.49740956 0.52008258 0.63149322] [-0.19146559] [ 0.42803983 0.72015064 0.40895258 0.6559772 0.34548981 0.55001847 0.32544919 0.46812446 0.49113675 0.69185377] [ 0.46895327] [ 0.23962374 0.49232736 0.51837833 0.48399058 0.6136538 0.75627984 0.39790372 0.39416706 0.34364423 0.62843221] [-0.45822308] [ 0.79274904 0.57632834 0.50528534 0.43856143 0.26102473 0.32806564 0.4745247 0.57174588 0.54037872 0.42417129] [-0.24035809] [ 0.35540869 0.74159459 0.37756593 0.63558911 0.33446329 0.56275051 0.42442482 0.45418552 0.47327979 0.63958975] [ 1.19174173] [ 0.64539379 0.61754247 0.47118837 0.53146211 0.40233713 0.38182735 0.50789875 0.71886626 0.66263688 0.27508561] [-0.29765531] [ 0.44867956 0.6864625 0.57110924 0.61408746 0.47071143 0.65064897 0.42774213 0.54837111 0.5113342 0.58330536] [-0.79143949] [ 0.69038636 0.4404978 0.64293983 0.40637552 0.35933836 0.27510037 0.43057667 0.55077109 0.53616976 0.30878444] [-0.0591511] [ 0.70111615 0.6842827 0.48486139 0.57191516 0.31974771 0.31315931 0.52101459 0.5040647 0.71299707 0.5074716 ] [-1.08730156] [ 0.50656597 0.58962935 0.55444341 0.4592628 0.34935078 0.44265493 0.39654083 0.48865931 0.4664595 0.41195216] [ 0.64704236] [ 0.80553546 0.68950948 0.63127995 0.32376569 0.37528195 0.41150106 0.56047374 0.64522196 0.69969497 0.44260609] [-0.74018129] [ 0.53829892 0.6980343 0.52037948 0.51863609 0.37319279 0.53344509 0.53425787 0.54937981 0.57511763 0.47880245] [ 0.45148269] [ 0.43288603 0.458605 0.58282529 0.35504728 0.44102319 0.44900721 0.59884583 0.65915466 0.46179963 0.3117332 ] [-0.24588329] [ 0.29409292 0.42945173 0.54491876 0.39572897 0.49055022 0.50834505 0.46180361 0.48118865 0.3757022 0.42626208] [-0.52233491] [ 0.55331873 0.74053515 0.42965848 0.68825428 0.51307405 0.59700625 0.3449992 0.56264868 0.56066012 0.57048531] [-0.67270776] [ 0.45266905 0.67802008 0.4405425 0.59124716 0.34831693 0.51711734 0.44021845 0.61491346 0.48757495 0.52402411] [ 0.28446105] [ 0.34243075 0.66096741 0.45323637 0.57309544 0.32965332 0.60271442 0.38244514 0.47612979 0.4808838 0.60706057] [-0.35849342] [ 0.64455835 0.61576149 0.57488807 0.37418487 0.30646507 0.34872699 0.60960949 0.77789955 0.53544195 0.3116751 ] [-0.58808729] [ 0.50251458 0.32840579 0.62692787 0.38712701 0.51199475 0.54955978 0.47545292 0.59907065 0.47152548 0.3445527 ] [-1.19917976] [ 0.60350944 0.69464869 0.46241785 0.5702941 0.23568537 0.36961816 0.43125471 0.56773627 0.57776046 0.40054912] [-0.04542411] [ 0.61832042 0.73063206 0.50717587 0.44617705 0.38562614 0.56248968 0.4802709 0.69581938 0.58558578 0.53476775] [-0.23827492] [ 0.34549176 0.24833249 0.64801763 0.50878079 0.44791587 0.69599289 0.36506756 0.38860868 0.30672714 0.39138193] [ 0.56468382] [ 0.50802948 0.5680777 0.52853642 0.53039917 0.39116556 0.46460136 0.329672 0.47630687 0.53075183 0.4768444 ] [-0.03153821] [ 0.45336779 0.60682469 0.40632934 0.52546328 0.33084002 0.45906067 0.46021546 0.57991542 0.50211524 0.41086708] [-0.43005543] [ 0.74945638 0.69204846 0.44602427 0.28893483 0.20657053 0.17325032 0.59993527 0.73027242 0.70652979 0.23972061] [-0.00791679] [ 0.21148766 0.33431421 0.56068422 0.58296896 0.44674546 0.53182325 0.42755742 0.41001867 0.44223942 0.38378602] [-1.2088436] [ 0.49967467 0.53528599 0.52105454 0.49753903 0.41398301 0.52791549 0.59801078 0.65453778 0.53937522 0.34003811] Progress: 42.0% ... Training loss: 0.339 ... Validation loss: 0.544[-0.23660228] [ 0.7309858 0.3583655 0.68441478 0.24394557 0.44381895 0.4832571 0.48396807 0.5840457 0.52817003 0.43137924] [ 0.21615363] [ 0.56727125 0.51909425 0.54232107 0.36241983 0.44577816 0.55857979 0.47314991 0.68284969 0.5360142 0.50986016] [ 0.00694237] [ 0.31402717 0.71462768 0.48022743 0.55170463 0.42480874 0.59115777 0.4693126 0.54898109 0.61492231 0.65236342] [-0.37074126] [ 0.72511544 0.36380116 0.65266416 0.27341742 0.39489722 0.32732909 0.48039304 0.62971914 0.52895574 0.33895543] [-0.68000913] [ 0.79972941 0.45216963 0.59658447 0.36504474 0.47203625 0.4565247 0.4923187 0.63170379 0.58200759 0.32222057] [-0.33690892] [ 0.50322498 0.63018896 0.42656954 0.48749772 0.34489686 0.42866418 0.41446908 0.59173249 0.56156124 0.46362944] [ 0.47475176] [ 0.41964958 0.59793428 0.48638611 0.48267782 0.34875397 0.53187512 0.52752714 0.53365532 0.57177634 0.48449272] [ 0.02362403] [ 0.33696148 0.70550872 0.39541415 0.64277253 0.26831246 0.60462719 0.44482432 0.51987427 0.52783853 0.52943976] [-0.04576784] [ 0.51366982 0.72542032 0.37126893 0.60887745 0.25403823 0.48655978 0.41435327 0.53949208 0.63493797 0.50297359] [-0.67911892] [ 0.38571674 0.42070116 0.45852595 0.5875624 0.45279479 0.50242717 0.43085993 0.50857336 0.39044149 0.32618463] [-0.23106906] [ 0.58030104 0.51983128 0.57573618 0.41217559 0.48710418 0.60173301 0.43626368 0.64869929 0.63375406 0.47405446] [-0.10672192] [ 0.40197655 0.56929027 0.49963097 0.58641095 0.33414362 0.46444848 0.4263764 0.50533111 0.49278851 0.50308642] [-1.19440023] [ 0.4780276 0.64863373 0.47051717 0.57919812 0.27485206 0.37633234 0.35247341 0.57814488 0.5108388 0.3892727 ] [-0.47232728] [ 0.36378108 0.52950818 0.49790617 0.47646316 0.4125101 0.55783169 0.46938261 0.44086277 0.53176442 0.43602356] [-0.0141093] [ 0.31566529 0.56595351 0.330562 0.60605629 0.47735517 0.69185485 0.37163587 0.49768408 0.33013808 0.48953148] [ 0.12110574] [ 0.37246125 0.65182949 0.41053434 0.56038285 0.47215908 0.62858111 0.33304529 0.39966727 0.3982887 0.66589987] [ 2.11720822] [ 0.76177072 0.52668308 0.53569471 0.36297741 0.24679496 0.21365835 0.48806467 0.63311129 0.55883669 0.34583444] [-0.28340926] [ 0.33795648 0.39545115 0.54308606 0.42658234 0.42435909 0.57146462 0.44826741 0.45740331 0.38028181 0.48307164] [ 0.40126781] [ 0.30024179 0.45326922 0.5256071 0.43037295 0.47714994 0.63329082 0.34329461 0.4283556 0.42755901 0.50532776] [-0.47444313] [ 0.70071845 0.68339763 0.51114081 0.36779101 0.27836674 0.37072537 0.48178727 0.65632374 0.64688451 0.45669586] [-0.28396759] [ 0.63847132 0.64024706 0.39874016 0.44335955 0.26206521 0.48344549 0.45062775 0.51187503 0.54925164 0.42792881] [-0.29430878] [ 0.39084672 0.58929012 0.39496174 0.54682234 0.40022933 0.70508408 0.44662591 0.74421147 0.58523685 0.42846247] [ 0.15864197] [ 0.30873531 0.45925119 0.53900653 0.55088607 0.59323816 0.61285661 0.35598227 0.38664909 0.53357164 0.50585433] [-0.00958997] [ 0.27644198 0.41887374 0.62794756 0.45658758 0.56464431 0.65589298 0.46232595 0.36037398 0.41556913 0.50668976] [ 0.31362629] [ 0.59766427 0.36588836 0.56207051 0.34441217 0.49740597 0.4166258 0.62802219 0.58042434 0.43753055 0.32360587] [ 0.8235095] [ 0.63058775 0.6280353 0.49782767 0.51970537 0.30965989 0.32585828 0.5189628 0.54778134 0.5567529 0.38292718] [-0.14926479] [ 0.38190878 0.45474079 0.42841613 0.63193609 0.58424466 0.68457857 0.4315694 0.49875553 0.36313804 0.47069221] [-0.11870379] [ 0.60240868 0.70810975 0.43588719 0.45830078 0.38779261 0.59225654 0.54654494 0.63818281 0.54325285 0.52906075] [-0.67347802] [ 0.4942081 0.79909811 0.36101322 0.54704645 0.3486797 0.59603422 0.42141914 0.56996654 0.66068955 0.63594307] [-0.17991563] [ 0.46394637 0.45217534 0.57008363 0.50971505 0.41195066 0.76127886 0.39433477 0.67999387 0.43853384 0.48502877] [ 0.17336654] [ 0.60273872 0.79767222 0.42240204 0.49143384 0.31857579 0.36750102 0.44472799 0.61745427 0.58972406 0.61769623] [-0.20975913] [ 0.62355306 0.67042287 0.5471483 0.3660695 0.49824385 0.62682533 0.55146804 0.54121457 0.52535386 0.63997065] [ 0.05369524] [ 0.45043384 0.32030478 0.59383117 0.24928033 0.5240573 0.40288599 0.42646961 0.45551346 0.37209253 0.30811452] [ 0.25812602] [ 0.36561119 0.66132078 0.53315095 0.4470141 0.38442007 0.55803827 0.51092972 0.54783753 0.61229683 0.48055462] [-0.11652881] [ 0.42640466 0.47581499 0.65877093 0.38866562 0.46910792 0.56643502 0.51717456 0.42831834 0.51739698 0.44747384] [ 0.54913624] [ 0.59624043 0.50298272 0.53650075 0.37712555 0.41544043 0.29884421 0.52201115 0.60467323 0.60323833 0.39386551] [-0.59773619] [ 0.42597321 0.68988483 0.49783751 0.58121228 0.31526632 0.56166002 0.44822919 0.51887609 0.58709345 0.50603081] [ 0.67746815] [ 0.57802642 0.39726837 0.66604432 0.37066028 0.51489472 0.4609459 0.53960302 0.55059335 0.45032737 0.40784643] [-0.41316162] [ 0.46536177 0.62789543 0.52490724 0.50613045 0.45475358 0.54474304 0.35925264 0.47970568 0.47588774 0.64954373] [-0.1461762] [ 0.54272239 0.65128358 0.53306757 0.47234456 0.54995725 0.70221741 0.48294354 0.43856485 0.41111556 0.67999083] [ 0.69195096] [ 0.6230501 0.50118406 0.5676098 0.36222799 0.36048268 0.54107918 0.47131638 0.81297163 0.54228277 0.36544137] [ 0.14705863] [ 0.47513558 0.7711883 0.44586604 0.60047803 0.40452452 0.64002082 0.48039105 0.57666956 0.62340847 0.6477578 ] [ 0.34855768] [ 0.74155207 0.41952463 0.57394146 0.29341083 0.35948042 0.3492745 0.5227481 0.70161434 0.47515691 0.23925415] [ 0.06480942] [ 0.61538527 0.63884442 0.48374566 0.66114044 0.44177418 0.38867954 0.51277094 0.56389934 0.63956292 0.35705911] [-0.05154798] [ 0.37401176 0.44525407 0.44697158 0.62558843 0.39834501 0.66404933 0.41194834 0.65954008 0.53769319 0.43214669] [-0.27905675] [ 0.57491296 0.33556722 0.57719575 0.30375641 0.46472047 0.52204104 0.39885028 0.58203548 0.32680385 0.41476221] [ 0.27668013] [ 0.72914576 0.57582789 0.53123124 0.45164129 0.30525087 0.49119029 0.50547476 0.52797796 0.54021466 0.51027502] [ 0.30663375] [ 0.2047929 0.54160916 0.45903965 0.65140121 0.39862179 0.61183727 0.33193401 0.3433911 0.48661303 0.46564146] [ 0.32088646] [ 0.61551649 0.62466771 0.60591529 0.44760236 0.49584528 0.55285062 0.63647603 0.51859441 0.54828981 0.54251332] [ 0.52420811] [ 0.69834711 0.62176956 0.60781124 0.40375042 0.49760628 0.38767656 0.53132457 0.61421128 0.55880117 0.54267537] [ 1.50588857] [ 0.70939192 0.54919922 0.53894432 0.44551798 0.30412802 0.3227388 0.51180071 0.4934039 0.59682173 0.30779191] [-0.13708524] [ 0.49733546 0.69981095 0.57727216 0.45983219 0.41772532 0.63072296 0.54562721 0.56335157 0.54869452 0.51853211] [-0.06006798] [ 0.41688381 0.72358681 0.36924259 0.62870279 0.34799087 0.668885 0.34960198 0.45786047 0.53681413 0.67953692] [ 0.41380854] [ 0.27286132 0.71195017 0.48071759 0.53564685 0.59976778 0.74272846 0.32032166 0.49064967 0.47206099 0.75104891] [ 0.75494382] [ 0.73918593 0.50744938 0.56101195 0.30038451 0.3169897 0.30366423 0.48159702 0.58465051 0.47681056 0.32802486] [-0.3393335] [ 0.41921101 0.67707331 0.50196095 0.48733999 0.55026731 0.61832674 0.34955587 0.56047133 0.49343899 0.62502627] [ 0.01509664] [ 0.47120255 0.64412146 0.49798404 0.55329053 0.4017769 0.69700069 0.44310677 0.58728833 0.444394 0.54060077] [-0.32798161] [ 0.29239857 0.47307957 0.46860598 0.52174608 0.47816677 0.72752974 0.46839097 0.5603233 0.3958886 0.42119358] [ 1.11779346] [ 0.75478708 0.67527336 0.40555119 0.40214928 0.24960469 0.28163682 0.56434812 0.63965859 0.72049245 0.25717283] [-0.74536206] [ 0.61299186 0.64753663 0.4466391 0.62012785 0.28517455 0.51004225 0.40404321 0.43873048 0.57582613 0.45397793] [ 0.28738631] [ 0.68992663 0.50714828 0.57937466 0.32410879 0.43068732 0.41142984 0.65811349 0.67594224 0.52740659 0.36832869] [-0.89767728] [ 0.40304578 0.69799779 0.35732776 0.65738035 0.3046965 0.60719186 0.48051605 0.665258 0.49571868 0.3915049 ] [ 0.96689826] [ 0.496837 0.73837299 0.43293079 0.55994799 0.24692511 0.56174599 0.41279927 0.65974692 0.52410807 0.55075342] [-0.68804247] [ 0.63948977 0.32417237 0.50749811 0.34079647 0.52096408 0.42395565 0.52274155 0.48679057 0.30434353 0.40947759] [-0.15180555] [ 0.36912965 0.69981064 0.38095891 0.65050124 0.41223371 0.67558459 0.2953352 0.58753884 0.53890587 0.65368964] [-0.55981811] [ 0.3226474 0.7197042 0.3632321 0.6614521 0.29828459 0.52957188 0.39506664 0.53397642 0.65234296 0.4993692 ] [-0.12509715] [ 0.38837626 0.73749941 0.32827148 0.74043758 0.40858959 0.63837503 0.41666187 0.53748269 0.44451644 0.62864993] [-0.23397706] [ 0.62188683 0.66717993 0.50936823 0.48813132 0.48483194 0.51018814 0.44009137 0.60309579 0.54222965 0.52450891] [ 0.31698809] [ 0.50172794 0.67569672 0.52247826 0.449793 0.42101659 0.41583168 0.41802421 0.60806796 0.53017997 0.57746175] [-0.24324009] [ 0.45371211 0.69725027 0.41064387 0.49603299 0.46187596 0.56237248 0.34516353 0.49189209 0.49558286 0.65650093] [ 0.93804621] [ 0.79545314 0.67632621 0.62508529 0.16363367 0.43075164 0.34104583 0.53289699 0.74301246 0.63527969 0.39522895] [-0.22552047] [ 0.46016863 0.44377759 0.68149267 0.36456442 0.65761981 0.68207486 0.41397063 0.46316197 0.39447826 0.55426221] [-0.6576035] [ 0.75964614 0.44631732 0.6058079 0.29858078 0.37643164 0.39263564 0.42513301 0.66031396 0.5551549 0.38698333] [ 0.20809415] [ 0.52277387 0.75638871 0.42237009 0.50676679 0.44069563 0.66173081 0.44470254 0.58366216 0.57625339 0.60820618] [ 0.08154123] [ 0.26072057 0.55690642 0.51139569 0.56855627 0.54566768 0.76380788 0.39765463 0.51658092 0.52372592 0.59044983] [ 0.27681097] [ 0.2650348 0.43808784 0.58302024 0.59379911 0.48974048 0.72506259 0.40016259 0.28748517 0.41035343 0.51990381] [ 0.51284845] [ 0.29191271 0.5474675 0.50081151 0.5447215 0.62546176 0.73780398 0.3082712 0.40292777 0.41370751 0.70348307] [ 1.09779172] [ 0.65104744 0.68351739 0.51500494 0.38437564 0.36130747 0.50569361 0.55400962 0.63892542 0.61933605 0.44574304] [ 0.1525823] [ 0.33227778 0.47432766 0.62386744 0.52230687 0.47454206 0.56063733 0.45502277 0.41255717 0.42160432 0.63028485] [-0.21475543] [ 0.62556535 0.72050286 0.45125579 0.35229608 0.34621329 0.34311331 0.44448307 0.63751475 0.57268905 0.48025097] [-0.07018696] [ 0.36304253 0.42781869 0.61962924 0.49525291 0.61171055 0.65314479 0.42082126 0.38667694 0.45357349 0.51779589] [-0.43601252] [ 0.707944 0.69397943 0.47950317 0.42866756 0.40005601 0.52563128 0.54516508 0.61849926 0.5217775 0.62715892] [-0.07174048] [ 0.30663812 0.44898444 0.64700116 0.45481145 0.45897039 0.63522757 0.50069434 0.4310473 0.45155608 0.54776278] [-0.28509854] [ 0.81306899 0.49511205 0.61926193 0.28307273 0.42911863 0.31509105 0.57056152 0.52299391 0.54468976 0.40878849] [-0.1718305] [ 0.34101728 0.64736121 0.39234865 0.69951776 0.3095065 0.60477624 0.42587432 0.55571648 0.50419585 0.45364717] [-0.20318528] [ 0.29682735 0.59275444 0.38571338 0.54818025 0.47242035 0.74759392 0.37147766 0.73177285 0.48311262 0.53435299] [-0.08597196] [ 0.48897716 0.76746072 0.4751153 0.4761364 0.54446454 0.69240234 0.45079574 0.49919619 0.53666003 0.72368961] [ 0.9443969] [ 0.31103137 0.59590446 0.49933467 0.6125908 0.4279279 0.45868106 0.33048684 0.56693186 0.51827501 0.43280831] [ 0.16883226] [ 0.23023708 0.49257982 0.56028022 0.63410782 0.48185156 0.73311688 0.42439613 0.43397472 0.37493601 0.52297357] [-0.42648614] [ 0.7709919 0.50448312 0.65124952 0.30284504 0.48716766 0.567305 0.55073815 0.61288716 0.45340917 0.56714807] [-0.26029615] [ 0.71922976 0.56875095 0.50617132 0.44289815 0.23955731 0.28244034 0.47977357 0.59840349 0.61973893 0.27532187] [-0.3531098] [ 0.7246727 0.48862745 0.55044032 0.47634642 0.32864534 0.45930908 0.37500212 0.53061765 0.53215547 0.3803725 ] [-0.96802413] [ 0.51034762 0.68237223 0.43371886 0.65223366 0.29975767 0.47667794 0.50380915 0.66071919 0.60740466 0.41432693] [-0.28928558] [ 0.35017334 0.62729992 0.55763681 0.6464084 0.50827303 0.63039182 0.38372624 0.50982043 0.53952112 0.54875152] [-0.2503891] [ 0.43160025 0.36617901 0.5931628 0.39122849 0.54186813 0.60040018 0.51670469 0.51177646 0.46456849 0.49901391] [ 0.56715099] [ 0.41666199 0.40828151 0.60562739 0.40236947 0.57864579 0.61265895 0.36455549 0.55178182 0.478413 0.46481454] [-0.33980258] [ 0.48418733 0.70088315 0.42077566 0.47757505 0.46318643 0.52293327 0.41384019 0.3907363 0.4370425 0.6535513 ] [ 0.28060786] [ 0.52847387 0.64124553 0.46868568 0.44512279 0.34135587 0.37947357 0.38848619 0.48496799 0.59078924 0.44432246] [-0.477105] [ 0.56231634 0.47020134 0.62687143 0.30366415 0.66300192 0.63077697 0.34424843 0.52643584 0.34259947 0.59403707] [-0.0673761] [ 0.34421479 0.71504207 0.34909612 0.65289203 0.33318237 0.62304161 0.35081307 0.43195122 0.54031457 0.59682971] [ 0.49448252] [ 0.6637001 0.53106768 0.63888653 0.50611099 0.50192696 0.42921937 0.37616656 0.54285187 0.52825483 0.38281476] [ 0.00703664] [ 0.49392358 0.29274912 0.63849769 0.29526551 0.46808331 0.63516373 0.46079872 0.61321408 0.36075856 0.40100116] [ 0.46039225] [ 0.67562261 0.67340991 0.38779188 0.41472182 0.27927879 0.48826469 0.43654208 0.48131239 0.53105764 0.46722216] [-0.11164336] [ 0.26005141 0.57832358 0.50412926 0.56672085 0.38311481 0.59322738 0.31811621 0.41456145 0.51368523 0.52371823] [ 0.38801932] [ 0.64036877 0.6684514 0.55162284 0.55131193 0.44880316 0.5277547 0.50945041 0.6007661 0.56130998 0.56677297] [-0.67772274] [ 0.51745597 0.57563596 0.42357628 0.50891539 0.27402068 0.53630165 0.48549834 0.67976326 0.49611163 0.30123846] [-1.04716671] [ 0.46351197 0.7193716 0.38937526 0.62805138 0.23258448 0.38775746 0.39757716 0.46632403 0.60733448 0.37690586] [-0.43797991] [ 0.38268617 0.40666932 0.43781669 0.50636039 0.38653858 0.669897 0.36457968 0.53791651 0.40762487 0.392647 ] [-0.11292822] [ 0.74552884 0.61364734 0.53971564 0.39511563 0.24101771 0.28737716 0.5071682 0.52643655 0.62674525 0.31528302] [-0.58722066] [ 0.60763642 0.5184614 0.537346 0.3873418 0.49533169 0.47097707 0.51477325 0.55242009 0.43350558 0.47811453] [ 0.59112177] [ 0.21506995 0.45371214 0.61505147 0.52883095 0.55811448 0.69241781 0.35807072 0.23586133 0.29510248 0.62939769] [ 0.69710063] [ 0.44943497 0.52340324 0.41194669 0.46673534 0.48532736 0.33494154 0.56936462 0.61876942 0.45233535 0.45493501] [-0.40786556] [ 0.53912992 0.74994033 0.47858683 0.50076978 0.47620707 0.61232588 0.41109531 0.50465485 0.53659811 0.61332444] [ 0.0912815] [ 0.46694477 0.66498456 0.38922574 0.46691581 0.36284482 0.38788824 0.3941272 0.56787972 0.57038924 0.45808772] [ 0.24447191] [ 0.60897789 0.60001311 0.50164921 0.40733885 0.34770433 0.35110204 0.52244537 0.58716411 0.53238091 0.43162422] [-0.64674407] [ 0.5162051 0.57521028 0.44514737 0.64688078 0.55013622 0.48638912 0.35405448 0.54877603 0.45765989 0.56073005] [ 0.38210497] [ 0.24706558 0.59575608 0.45393607 0.49381441 0.40776015 0.73463264 0.34217061 0.38063464 0.39843195 0.6227081 ] [-0.67718588] [ 0.83756898 0.56981958 0.58630392 0.2478179 0.36037749 0.32366109 0.58501838 0.59983783 0.57043261 0.45919091] [-0.70132656] [ 0.68456312 0.41352121 0.63666539 0.19060238 0.43252428 0.3925345 0.54140396 0.74056732 0.54478837 0.32114776] [-0.06006798] [ 0.41688381 0.72358681 0.36924259 0.62870279 0.34799087 0.668885 0.34960198 0.45786047 0.53681413 0.67953692] [-1.48193239] [ 0.50113749 0.55464118 0.43989193 0.474573 0.35121025 0.29037402 0.51270533 0.59980443 0.62274742 0.29700319] [-0.34380261] [ 0.59884182 0.71419975 0.45570973 0.48765583 0.30474602 0.40555662 0.41104843 0.58174168 0.60378114 0.45179951] [ 0.38194645] [ 0.23553161 0.52416129 0.47003431 0.62516215 0.44630388 0.65550024 0.4127601 0.42145374 0.49384508 0.54906638] [-0.12350321] [ 0.35588676 0.3844108 0.62468552 0.43230884 0.4912426 0.64507 0.5011063 0.47243758 0.37969952 0.47655561] [-0.33706218] [ 0.57732791 0.73782043 0.45774909 0.39735459 0.29871577 0.44112108 0.4840779 0.63848051 0.53889546 0.57443582] [ 0.09748776] [ 0.48723822 0.60483857 0.60905494 0.57183151 0.53411801 0.60150291 0.42416078 0.52048958 0.41818988 0.64614812] [ 0.16266814] [ 0.26574301 0.63846907 0.44444317 0.47215557 0.36039997 0.62811767 0.38996574 0.51726797 0.45046388 0.54315557] [-0.47028333] [ 0.31333274 0.73564388 0.34625556 0.50910754 0.37107532 0.59541276 0.44034598 0.55845305 0.49447449 0.50714531] Progress: 42.3% ... Training loss: 0.342 ... Validation loss: 0.545[ 0.48064439] [ 0.27482753 0.66592096 0.50564379 0.55255145 0.45526117 0.73595583 0.36473921 0.34654693 0.43872447 0.69042967] [-0.87956135] [ 0.36968926 0.55744899 0.47159704 0.52281324 0.32709089 0.39752084 0.50408724 0.58384424 0.54987714 0.2558283 ] [-0.18603599] [ 0.55210282 0.591597 0.40585625 0.54876891 0.34254635 0.6175635 0.48473516 0.71645456 0.53522137 0.33348431] [-0.48099797] [ 0.49752181 0.74987861 0.48504397 0.64563288 0.46844965 0.61029611 0.42677683 0.49001272 0.67079777 0.54572568] [-0.10816181] [ 0.35133442 0.63684966 0.4466751 0.62454799 0.43859548 0.56597479 0.38843426 0.3771257 0.42274833 0.5705446 ] [ 0.28711494] [ 0.34723831 0.6027791 0.62236973 0.4661324 0.67496736 0.65675733 0.41818751 0.39863121 0.43794037 0.74093047] [ 1.47319063] [ 0.48163032 0.78706839 0.45603516 0.57240206 0.35388357 0.41744661 0.35470753 0.57566197 0.69566999 0.4554378 ] [-0.06235108] [ 0.74573878 0.42417579 0.66337616 0.34482706 0.52574065 0.47225942 0.46353909 0.5656468 0.48175312 0.3955968 ] [-1.79004538] [ 0.67697001 0.50871442 0.53723605 0.40013594 0.30779067 0.22619454 0.48256067 0.63055346 0.56903137 0.23338749] [ 0.05468859] [ 0.66773244 0.73966883 0.44320647 0.40653231 0.39537454 0.723502 0.50373489 0.60448458 0.55900258 0.62212973] [-0.07992449] [ 0.56543168 0.56365448 0.53068009 0.56472681 0.26364257 0.40876992 0.47419058 0.54148515 0.48887312 0.45786049] [ 0.15619946] [ 0.267396 0.64282808 0.43821273 0.55304532 0.45120153 0.8268361 0.34475675 0.5706622 0.6002788 0.65298053] [-0.23995587] [ 0.74390421 0.61372216 0.50128372 0.30771071 0.29482632 0.36301842 0.480784 0.59461566 0.51227116 0.39282093] [ 1.06259094] [ 0.54683062 0.56634372 0.48462555 0.42106445 0.34335602 0.53804801 0.53555796 0.56013369 0.6386974 0.45378688] [-0.47303092] [ 0.38916037 0.64554404 0.35469974 0.65380413 0.38524243 0.5614386 0.47781998 0.50563957 0.43550797 0.49616405] [-0.41629683] [ 0.59637105 0.75184965 0.44124402 0.60923846 0.31369745 0.60387377 0.41247226 0.36788283 0.57680768 0.60204338] [ 0.4421183] [ 0.56587049 0.5187852 0.5551057 0.35050017 0.36290826 0.40521769 0.51389833 0.58541785 0.5453764 0.41826033] [-0.293943] [ 0.43793382 0.74340087 0.45339743 0.60699806 0.46106754 0.61961001 0.52143388 0.56304427 0.50108859 0.58495773] [-0.02827305] [ 0.43363562 0.69223821 0.54530949 0.57278775 0.47905649 0.75917551 0.55335748 0.50386894 0.58561173 0.65323319] [-0.0919465] [ 0.52726013 0.63981802 0.41273448 0.59560026 0.30521124 0.64254734 0.36752957 0.5107225 0.53257055 0.60506098] [ 0.01552294] [ 0.67507063 0.60161813 0.47756431 0.47593276 0.31304956 0.34000678 0.44604138 0.47102668 0.57187379 0.5119417 ] [ 0.09955262] [ 0.26287302 0.52052535 0.46492523 0.48314094 0.47564586 0.60348788 0.38743838 0.39911926 0.53163234 0.48278282] [-0.03435338] [ 0.65223442 0.53690332 0.49365033 0.26584492 0.34365193 0.32896989 0.53185658 0.54200587 0.53216042 0.31848786] [ 0.56934688] [ 0.60585187 0.73184427 0.46601942 0.45643152 0.36123395 0.39174198 0.62477882 0.69338372 0.65789784 0.32466594] [-0.48485199] [ 0.69463882 0.71532463 0.59689167 0.44260768 0.37362501 0.37953356 0.50835129 0.71001386 0.61118184 0.42032213] [ 0.07883713] [ 0.31934835 0.47102472 0.50050013 0.45177804 0.44871489 0.62498884 0.35888672 0.46479183 0.38325464 0.46994587] [ 0.23107849] [ 0.33865756 0.73702254 0.37383923 0.67871638 0.26048461 0.58693637 0.36449604 0.41134001 0.53676315 0.56019193] [-0.64931694] [ 0.57670016 0.57737874 0.51766135 0.46296291 0.46211845 0.49056226 0.43808159 0.56012723 0.57099805 0.48131887] [ 0.46021532] [ 0.77008021 0.42691393 0.57707898 0.23687158 0.39934496 0.30489954 0.45994096 0.58830776 0.50225149 0.30482982] [-0.04043232] [ 0.52065193 0.5635948 0.49320915 0.63924605 0.43126241 0.46785113 0.50263678 0.55537682 0.55587114 0.55075055] [ 0.1043862] [ 0.40767093 0.62100966 0.52072397 0.49265722 0.45438966 0.65734742 0.41811473 0.55918546 0.54922294 0.6466421 ] [ 0.03031927] [ 0.45743188 0.606294 0.42167945 0.39190398 0.29573374 0.42778417 0.49265564 0.63655123 0.54782182 0.36252616] [ 1.07998702] [ 0.75451326 0.45637686 0.59750873 0.20692919 0.34880497 0.35605764 0.49864162 0.69203844 0.50506709 0.36807761] [-0.47976348] [ 0.33833046 0.56972402 0.43953356 0.5650533 0.37427378 0.47245378 0.45558894 0.61597447 0.50075521 0.48803086] [-0.45446264] [ 0.42304603 0.22378565 0.71082265 0.40086522 0.52994071 0.51086628 0.50358942 0.38924155 0.35304874 0.5966458 ] [-0.46068543] [ 0.36482849 0.36146914 0.65864829 0.42458351 0.51074563 0.39802026 0.4340812 0.35448813 0.48623126 0.3328077 ] [-0.51273493] [ 0.70434623 0.62605089 0.49034148 0.45863407 0.26888366 0.42482033 0.46114055 0.4899693 0.49638872 0.56265081] [-0.46068543] [ 0.36482849 0.36146914 0.65864829 0.42458351 0.51074563 0.39802026 0.4340812 0.35448813 0.48623126 0.3328077 ] [ 0.49914043] [ 0.31530993 0.59839424 0.36327715 0.74610007 0.57706641 0.71735748 0.4568382 0.37861262 0.32587845 0.61049619] [ 0.57360694] [ 0.6163802 0.64446548 0.50995576 0.48445787 0.40741199 0.40365696 0.50321325 0.62428947 0.4418863 0.5281661 ] [-0.11564072] [ 0.62130478 0.61488718 0.50196665 0.37685344 0.35876058 0.48901133 0.45959362 0.55673452 0.61721283 0.50110804] [-0.27691694] [ 0.30761198 0.59386927 0.5766463 0.51309947 0.41541743 0.5741761 0.39275331 0.42854807 0.43442614 0.53801279] [-0.40835691] [ 0.4684201 0.62773189 0.5263289 0.5039124 0.45219809 0.53990363 0.36137723 0.48434217 0.47834124 0.64514406] [-0.43053842] [ 0.57810823 0.72502379 0.48364927 0.53209647 0.52608166 0.66002522 0.4207439 0.59917999 0.54055195 0.66967451] [-0.50665581] [ 0.45059956 0.78636758 0.30974815 0.6463774 0.29812454 0.64214423 0.50745461 0.68824167 0.56897435 0.45232682] [ 0.38024742] [ 0.67841955 0.41259194 0.65194291 0.18296887 0.42954835 0.39554768 0.48218674 0.70058363 0.51508096 0.35375319] [-0.40143258] [ 0.46872125 0.63526517 0.46284518 0.53004221 0.52613734 0.51929952 0.46793157 0.41384286 0.38569247 0.56966314] [-0.32570796] [ 0.38077873 0.45899515 0.44236197 0.575458 0.40387767 0.65704307 0.45219576 0.61875902 0.42053343 0.43621488] [ 0.15202287] [ 0.56884221 0.57157351 0.51613311 0.42074225 0.40383256 0.38565824 0.51777828 0.60976306 0.49446867 0.44972206] [-0.40547353] [ 0.42618862 0.66894048 0.41906582 0.6471631 0.34707135 0.47730175 0.30551948 0.46526622 0.46408993 0.60126755] [-0.40407953] [ 0.44707589 0.74239726 0.29869842 0.7218282 0.31184318 0.43651062 0.36168656 0.60422403 0.51852712 0.74272452] [ 0.14431677] [ 0.26082871 0.4819422 0.48705205 0.43188412 0.43320219 0.56531327 0.37196716 0.58097696 0.38896668 0.44842805] [ 0.62821865] [ 0.6545292 0.57139401 0.53210693 0.34605796 0.36630576 0.2848071 0.45064596 0.63374297 0.51170883 0.39022712] [ 0.13374186] [ 0.42698732 0.74722204 0.45579316 0.57531971 0.38680051 0.59352768 0.41453249 0.46116888 0.56039209 0.57537519] [ 1.12003285] [ 0.40425568 0.76792297 0.377293 0.56983206 0.31283108 0.63551793 0.45084097 0.56133831 0.64911792 0.5885829 ] [-0.04426438] [ 0.43319849 0.45133672 0.60095685 0.48676858 0.42089656 0.55705461 0.53190424 0.4947221 0.43009583 0.52233985] [ 0.78064799] [ 0.33234363 0.47147869 0.53739611 0.43081199 0.40228389 0.48154683 0.41105253 0.36100166 0.43679766 0.364979 ] [-0.39968515] [ 0.7115885 0.64494812 0.57740976 0.33742402 0.53121823 0.55364435 0.49961517 0.62908472 0.67056973 0.53644195] [-0.30211894] [ 0.48315351 0.7174774 0.45751225 0.54797606 0.25517306 0.52970423 0.43865773 0.64910942 0.67161464 0.56732377] [ 0.41844935] [ 0.18918505 0.45135147 0.53087779 0.56182847 0.53194102 0.68571205 0.43576727 0.28726056 0.37048264 0.5718113 ] [ 1.17546312] [ 0.73226433 0.5556136 0.51923508 0.23955419 0.35918215 0.47568896 0.61013725 0.70396087 0.58277603 0.40248405] [ 0.26260209] [ 0.25839482 0.66727594 0.53742759 0.46017955 0.44802661 0.61861206 0.44475951 0.46652772 0.48827267 0.59642758] [-0.4775323] [ 0.20480248 0.68496917 0.38105717 0.64054442 0.43365566 0.55036777 0.4761021 0.54077293 0.58998191 0.44127298] [ 0.00561849] [ 0.34434254 0.72830199 0.37528089 0.73355126 0.26771289 0.65608219 0.39905171 0.64068584 0.55723709 0.5363204 ] [-0.16148291] [ 0.36177989 0.55284704 0.56204426 0.43756907 0.4625905 0.6466285 0.51359552 0.48879151 0.47564321 0.52847791] [ 0.00846545] [ 0.36612112 0.78648723 0.34844049 0.68646556 0.23902457 0.66776939 0.36986748 0.54495937 0.56780562 0.66135546] [-1.08120143] [ 0.46842228 0.64890307 0.46770254 0.58372026 0.27900907 0.38975534 0.34823375 0.5670797 0.50563837 0.39973044] [-0.44062943] [ 0.38168932 0.70212047 0.38223717 0.55652466 0.35353797 0.55797613 0.35953749 0.5494021 0.48811267 0.5814583 ] [-0.42630624] [ 0.71424223 0.32419168 0.63961077 0.41260991 0.52767694 0.58499945 0.45950246 0.57220211 0.47248136 0.39461448] [ 1.29674595] [ 0.4348807 0.55455548 0.53821831 0.54170222 0.30153961 0.45637478 0.48626721 0.62717867 0.59639099 0.31926877] [-0.32909157] [ 0.61318831 0.69140864 0.48447894 0.42657223 0.34623458 0.49263189 0.4214998 0.60552224 0.65463179 0.58070238] [-0.22875931] [ 0.40954594 0.32033846 0.7233011 0.36026023 0.45976738 0.59873257 0.44732964 0.34698697 0.41872568 0.42259281] [ 1.83361253] [ 0.85584491 0.4254379 0.67547603 0.16116721 0.37716478 0.23206018 0.64266184 0.62755765 0.58576517 0.25388934] [ 0.18478059] [ 0.69675577 0.5082722 0.63322988 0.35805738 0.4678219 0.48032226 0.43506791 0.59352387 0.53693055 0.43543861] [ 0.40460411] [ 0.50770404 0.33813196 0.55516987 0.45949581 0.48051123 0.49888721 0.55403808 0.55152354 0.41080472 0.54199441] [ 0.23067918] [ 0.30614589 0.57844971 0.56984384 0.43531774 0.58425637 0.71755834 0.41934704 0.35157591 0.5515627 0.6703348 ] [ 0.23725538] [ 0.21091383 0.57564819 0.47856149 0.52030199 0.41022147 0.69702888 0.37833967 0.49868653 0.41242034 0.4871205 ] [ 0.38473283] [ 0.17795723 0.473956 0.5657903 0.61715493 0.51359592 0.74730457 0.44442079 0.32525128 0.49105837 0.55578548] [-0.17266422] [ 0.31224696 0.52535087 0.33648249 0.57121344 0.38630462 0.62826927 0.35512808 0.60520045 0.4667377 0.35200907] [ 0.38857952] [ 0.35960179 0.72187502 0.47772434 0.53541688 0.39016188 0.64254062 0.39471388 0.58997652 0.54811048 0.64480438] [ 0.00734018] [ 0.47942456 0.71769194 0.44783099 0.55099046 0.32147859 0.4927295 0.32871993 0.43463822 0.52347802 0.5161797 ] [-0.44898343] [ 0.62564901 0.33563635 0.62765647 0.2852855 0.41185468 0.61690228 0.45364319 0.53040667 0.36396313 0.38116063] [-0.02574808] [ 0.28237856 0.6546763 0.5066376 0.54501713 0.48377531 0.63484423 0.41683057 0.32923975 0.59147132 0.55682626] [ 0.57805383] [ 0.27438765 0.6865901 0.43166379 0.58680413 0.53127287 0.74787591 0.32513859 0.4159042 0.44702519 0.74638017] [ 0.96632574] [ 0.67287897 0.59246648 0.49167701 0.45768297 0.22243925 0.38046738 0.48341129 0.70293691 0.57658829 0.33675351] [-0.67837096] [ 0.47474042 0.72430118 0.45775598 0.57910085 0.28328351 0.46284981 0.44418007 0.58787339 0.61464876 0.48020631] [-0.425588] [ 0.73398102 0.62708738 0.5024889 0.54687769 0.45923471 0.34808433 0.4986408 0.59400388 0.61784096 0.376895 ] [ 0.02120864] [ 0.37957579 0.8011167 0.32951595 0.66911486 0.32197744 0.64153501 0.36492872 0.47687736 0.49386517 0.69276781] [ 0.53954345] [ 0.21768108 0.66655289 0.38611828 0.62536868 0.39872064 0.706172 0.33924624 0.41167258 0.48406569 0.61965486] [-0.06727265] [ 0.5211444 0.54165694 0.46185277 0.47612086 0.35733105 0.41032238 0.44865261 0.48503313 0.53113407 0.51550845] [ 1.00289051] [ 0.50294546 0.66321964 0.37524548 0.54844368 0.35417671 0.34934504 0.49101039 0.50012756 0.57250372 0.69374532] [ 1.41720774] [ 0.57293789 0.59839826 0.52685765 0.48275367 0.31915276 0.36288923 0.46297333 0.5651215 0.46446588 0.36386847] [ 0.35921725] [ 0.59851794 0.61421236 0.47220027 0.47113125 0.25582988 0.34389286 0.43400628 0.58234524 0.45136795 0.46842956] [ 0.37339666] [ 0.20487657 0.72652231 0.3354724 0.66936488 0.41553614 0.6280334 0.29300654 0.36229927 0.42597902 0.57916923] [ 0.34593866] [ 0.71482413 0.57284315 0.46910342 0.41822621 0.27515646 0.23749475 0.52755797 0.61751938 0.5641944 0.33556005] [ 1.10895265] [ 0.52341268 0.74403175 0.45657889 0.48058714 0.3782383 0.46402159 0.45728005 0.60586385 0.542688 0.52210638] [-0.18866716] [ 0.69176801 0.4582277 0.68553984 0.34947417 0.4920132 0.44987607 0.55679341 0.44991007 0.57491443 0.46740089] [-0.26127595] [ 0.42145893 0.44812089 0.63479954 0.38059225 0.51723872 0.52698606 0.5165185 0.51865774 0.46106169 0.55680971] [ 0.28151423] [ 0.35094759 0.63038456 0.49330158 0.31287698 0.4579583 0.48482851 0.38236914 0.51117039 0.44621489 0.4767648 ] [ 0.29429886] [ 0.28863518 0.51092208 0.59278179 0.55227871 0.49061139 0.65897394 0.384407 0.28714627 0.35029068 0.60577459] [ 0.47668036] [ 0.40200483 0.55728537 0.57274921 0.57605402 0.39380735 0.50095214 0.40749826 0.50171289 0.56573844 0.45685382] [-0.14302098] [ 0.43199016 0.69102631 0.38227996 0.69575571 0.3804954 0.57688892 0.57729044 0.63059206 0.54030278 0.42082971] [ 0.35322931] [ 0.76492614 0.51250162 0.59113171 0.1763754 0.3635638 0.34686161 0.51624962 0.68480778 0.5325573 0.38818477] [-0.84910312] [ 0.75779866 0.69937675 0.56678214 0.39370577 0.42105741 0.41392303 0.57938755 0.64875046 0.60721571 0.43782361] [ 0.07622724] [ 0.63625295 0.61698451 0.51311869 0.40977622 0.36567787 0.29180386 0.49595844 0.55420168 0.56938984 0.40750763] [-0.12314298] [ 0.51366246 0.62586666 0.57267178 0.62044482 0.42799588 0.53522433 0.47791453 0.56609727 0.53024245 0.53292178] [-0.5235133] [ 0.38302683 0.77926754 0.38751054 0.55385478 0.28145241 0.57288675 0.42227968 0.49211752 0.63067357 0.58921702] [ 0.76069218] [ 0.7082269 0.49355069 0.59994728 0.32611904 0.54127246 0.346561 0.54996835 0.53229382 0.57521988 0.3529693 ] [-0.43872687] [ 0.28392193 0.35079285 0.56380539 0.37540707 0.51590803 0.56817063 0.43366067 0.41435871 0.32740839 0.34814753] [-0.12530897] [ 0.42040065 0.40981317 0.65921642 0.42924909 0.45404726 0.55548722 0.43905554 0.46230129 0.41361567 0.53651212] [-0.20116196] [ 0.50948718 0.62172851 0.43217571 0.59318107 0.34713163 0.53397856 0.30602324 0.4062241 0.4651534 0.53752483] [-0.19400419] [ 0.37147775 0.63304665 0.40367647 0.5766042 0.35179784 0.51370111 0.41364933 0.4504226 0.48071175 0.62105816] [ 0.35918697] [ 0.75417732 0.58548859 0.52627158 0.42654913 0.32132496 0.31831808 0.57437858 0.54281377 0.62883951 0.32176198] [-0.2230854] [ 0.5772921 0.53772642 0.57033227 0.46557521 0.58966199 0.63208539 0.44265093 0.49621207 0.3674481 0.71556104] [-0.21543357] [ 0.27711487 0.36036529 0.7104669 0.38540312 0.51626946 0.61482693 0.42952981 0.41021776 0.31980434 0.49801798] [ 0.22389245] [ 0.51187145 0.29131591 0.66030593 0.4044001 0.55345974 0.6204751 0.40248923 0.59995132 0.48328032 0.42097879] [ 0.3652237] [ 0.72158324 0.53044225 0.68303165 0.22757321 0.47383902 0.4788337 0.67544105 0.60186432 0.55614924 0.44721858] [ 1.25006676] [ 0.72041458 0.79245409 0.53679861 0.32295986 0.40732617 0.39408246 0.58586752 0.67022495 0.65574924 0.50595773] [ 0.05014039] [ 0.39009496 0.6909822 0.44735452 0.64884136 0.55730636 0.6780532 0.44988823 0.49894626 0.53665582 0.68933086] [-0.87327078] [ 0.59395545 0.55755456 0.43445498 0.55238341 0.31561286 0.40181809 0.42772386 0.42341715 0.52220624 0.4794894 ] [ 0.76410056] [ 0.33470367 0.60083677 0.53690051 0.45536913 0.44161483 0.45317926 0.40490693 0.51409751 0.49190229 0.48806015] [ 0.33949313] [ 0.79730326 0.4534237 0.60928484 0.33583383 0.43271652 0.44261275 0.5994051 0.64401289 0.44053915 0.40618506] [ 0.32320824] [ 0.22649755 0.58173651 0.4652544 0.65449482 0.49724145 0.6633598 0.42554195 0.43866918 0.41097807 0.50391161] [ 0.87260523] [ 0.16842646 0.54769069 0.42998798 0.72090079 0.53545827 0.76401533 0.29606866 0.41342025 0.34837849 0.72834767] [-0.38932943] [ 0.59393892 0.66333675 0.61684479 0.36496588 0.56904722 0.4156741 0.50844577 0.52679466 0.51777208 0.66861066] [-0.38682301] [ 0.40783993 0.63112045 0.45198199 0.58995479 0.29002113 0.59368394 0.41509385 0.41415932 0.60873799 0.52194884] [ 0.26622851] [ 0.33192433 0.79741952 0.437494 0.70439401 0.4826617 0.68441637 0.37217105 0.47499761 0.63154362 0.76726857] [ 0.00517853] [ 0.65177767 0.43647974 0.60903961 0.3717856 0.45910767 0.42914054 0.60653121 0.57988077 0.42975071 0.40984996] Progress: 42.6% ... Training loss: 0.338 ... Validation loss: 0.538[-0.71446648] [ 0.52875798 0.54793965 0.67941684 0.30557562 0.52210673 0.4554882 0.47139307 0.51683363 0.50987468 0.47945394] [-0.30077042] [ 0.30513012 0.49536501 0.49499256 0.71636698 0.40472848 0.59381827 0.4690919 0.48373671 0.48853866 0.37691544] [-0.55424439] [ 0.75566571 0.54420804 0.58880794 0.3502731 0.32299499 0.34661926 0.63095953 0.6071923 0.61580123 0.39260017] [-0.67580264] [ 0.55716267 0.56042328 0.57884403 0.38687299 0.52803975 0.56039697 0.38749961 0.60840775 0.47594385 0.52818253] [ 0.32705965] [ 0.22237855 0.63993964 0.39151227 0.51709079 0.4722178 0.66747632 0.36689599 0.33964442 0.38159981 0.64566697] [-0.69482789] [ 0.77530933 0.44354232 0.57378227 0.39739602 0.31023408 0.54931345 0.44236953 0.5246006 0.52791299 0.45169212] [ 0.1605026] [ 0.27932765 0.6301072 0.41995153 0.58609488 0.42731529 0.64090035 0.37222668 0.46308406 0.53590203 0.61038885] [ 0.17406099] [ 0.27070063 0.49280689 0.47646526 0.65131781 0.47703378 0.56624981 0.39043407 0.37207499 0.47787988 0.51829402] [ 0.16157412] [ 0.44986331 0.63889585 0.45244726 0.54878868 0.39247965 0.67888839 0.41905418 0.68962385 0.5984329 0.54927447] [-0.56521712] [ 0.45620451 0.41241754 0.66356656 0.27154868 0.57826657 0.4595672 0.54686016 0.52017448 0.49540182 0.41082092] [-0.44768384] [ 0.54056105 0.69545203 0.46636681 0.5065953 0.31970002 0.43334941 0.46115429 0.59697183 0.53945733 0.51408176] [ 0.37042398] [ 0.31340179 0.65259688 0.44741919 0.75777852 0.49596159 0.77891919 0.44659003 0.42866036 0.50099548 0.64699157] [-0.01904161] [ 0.39020237 0.77966826 0.34703316 0.59908356 0.47522704 0.62671884 0.32090576 0.44085313 0.54966619 0.68974791] [-0.17194899] [ 0.51221713 0.59182213 0.50305157 0.57241005 0.42228307 0.76285367 0.4111934 0.52283624 0.39061421 0.64640369] [ 0.04991985] [ 0.48296879 0.33920059 0.70954186 0.33199668 0.44493973 0.52287242 0.41515484 0.40199485 0.4519268 0.36409767] [ 0.35541599] [ 0.42031632 0.47644784 0.54592307 0.49558546 0.31605664 0.47159061 0.50852959 0.54464028 0.58409578 0.31074029] [ 0.12778944] [ 0.32808838 0.43863432 0.4972 0.46403942 0.45326728 0.46139861 0.49001988 0.50499048 0.46502485 0.32577585] [-0.3150563] [ 0.74957198 0.45920007 0.57268912 0.39749602 0.33379892 0.35544004 0.49682509 0.52035919 0.60201104 0.31228413] [-1.09030088] [ 0.3903747 0.49551731 0.61236179 0.40647936 0.40375141 0.39213608 0.50452381 0.55588817 0.56091127 0.30111765] [-0.41542706] [ 0.43246542 0.76381395 0.37954446 0.55200661 0.33637391 0.50623243 0.32997639 0.49953212 0.5134782 0.5804712 ] [-0.37429512] [ 0.43821536 0.6890318 0.40478909 0.5898074 0.35314056 0.78753861 0.35110993 0.68964779 0.60445226 0.60616288] [ 0.21619271] [ 0.58628064 0.69640584 0.51095364 0.64873376 0.47223114 0.41003861 0.46678345 0.55501739 0.71600842 0.37773687] [-0.6463073] [ 0.65529939 0.79591689 0.47517645 0.38734827 0.51288327 0.68105752 0.51272899 0.55247451 0.56328406 0.72629223] [-0.26755156] [ 0.3778691 0.54549595 0.49833699 0.50501866 0.43658668 0.61067791 0.36976475 0.51443229 0.47291651 0.520425 ] [-0.0509583] [ 0.38468749 0.68653494 0.41783021 0.60073406 0.39673719 0.60174204 0.42105971 0.37416748 0.54636107 0.69179593] [ 0.07713839] [ 0.24038344 0.45743201 0.61514457 0.56425711 0.46370141 0.59467287 0.45897131 0.431972 0.40290551 0.63176696] [-0.13078617] [ 0.49627752 0.57371177 0.44521702 0.59616122 0.43603383 0.53576487 0.50888029 0.57150776 0.49872752 0.47818169] [-0.30370944] [ 0.55068488 0.6452307 0.45096949 0.53421253 0.50019406 0.48664 0.48103747 0.50947769 0.55750233 0.58936827] [-0.61485553] [ 0.57001867 0.70320702 0.45980932 0.3997169 0.37929939 0.56611228 0.43462225 0.50304293 0.54143344 0.62017663] [-0.75287054] [ 0.22825068 0.57993821 0.49922819 0.57698621 0.36485654 0.52198197 0.45610176 0.46370652 0.61264269 0.37318847] [ 1.56417624] [ 0.66575839 0.55980002 0.51837479 0.38928041 0.32187089 0.43507808 0.54737952 0.72251071 0.62308718 0.30529589] [-0.24601992] [ 0.55381267 0.54306937 0.54276875 0.39520041 0.45710253 0.41690229 0.43384472 0.52880321 0.46274347 0.48829356] [-0.47841612] [ 0.52721377 0.42357756 0.57698093 0.30209175 0.45206408 0.58342017 0.38626881 0.61542182 0.47737005 0.42935578] [ 0.61523191] [ 0.69228124 0.47818968 0.62829267 0.32188926 0.40540623 0.40486583 0.54858 0.60838316 0.40789007 0.41052522] [-0.53156624] [ 0.70436443 0.61654823 0.52274813 0.46333143 0.28781946 0.56351281 0.41768448 0.58725255 0.6414373 0.54931075] [-0.23360088] [ 0.35386145 0.70837078 0.42204055 0.66136718 0.35705554 0.51729737 0.40358258 0.481275 0.52609665 0.61482831] [-0.30869228] [ 0.35816612 0.38794612 0.59248752 0.51283186 0.55545331 0.40020531 0.50628182 0.40558499 0.49378675 0.6316621 ] [-0.17894564] [ 0.42294349 0.29437304 0.7373178 0.39618496 0.5977128 0.60972229 0.41564916 0.34965866 0.38928383 0.44136659] [ 0.45572186] [ 0.59895779 0.19551094 0.7110471 0.24533516 0.55733216 0.5003926 0.46491362 0.57214648 0.44905976 0.31776747] [ 0.0752101] [ 0.31067892 0.73536743 0.40287866 0.62411536 0.35278168 0.63635855 0.40576782 0.54711128 0.62530227 0.53346501] [ 0.28653161] [ 0.45054504 0.77999815 0.48132207 0.64649002 0.38501065 0.71754376 0.43990169 0.49156446 0.56933265 0.67494669] [ 0.46874967] [ 0.22199674 0.51935335 0.5034579 0.54681154 0.50513711 0.7599921 0.34609078 0.32460263 0.39845243 0.6140505 ] [-0.22206074] [ 0.35768548 0.37120561 0.59566651 0.49527157 0.3577668 0.60156399 0.45824317 0.4443568 0.42589974 0.3981771 ] [-0.57417147] [ 0.57283222 0.63917664 0.45393703 0.55389559 0.25726245 0.53045444 0.42756069 0.4978616 0.57291908 0.4786309 ] [ 0.56506028] [ 0.57339831 0.56168962 0.55667678 0.51489717 0.26983523 0.46196587 0.40556037 0.58824309 0.56665572 0.48343138] [ 1.75287635] [ 0.84035107 0.65752292 0.58401094 0.26313208 0.30012281 0.38103492 0.60727034 0.78628175 0.66172747 0.33933929] [-0.1956605] [ 0.39394204 0.48565912 0.47598276 0.63099391 0.50465226 0.58937079 0.39196576 0.49511305 0.40443582 0.4057249 ] [-0.42735289] [ 0.41229229 0.42202015 0.57054199 0.34268738 0.4938667 0.44462507 0.46735423 0.48316769 0.39281625 0.39448124] [-0.49843452] [ 0.4170118 0.72784316 0.30162009 0.64873465 0.36002726 0.69303529 0.39185788 0.66082578 0.53947645 0.56155286] [-0.27314642] [ 0.31739306 0.71160584 0.42999464 0.61714973 0.33246756 0.59923653 0.44340343 0.50503177 0.57296478 0.54054924] [-0.65949886] [ 0.50927098 0.64241946 0.46037358 0.62924185 0.47195322 0.49248011 0.40529514 0.527549 0.54347808 0.54236209] [-0.70990097] [ 0.5439502 0.69637126 0.35989505 0.49482237 0.48345856 0.58644034 0.46809901 0.53746464 0.50400641 0.57252655] [ 0.8579946] [ 0.61086046 0.47302531 0.59474178 0.41332694 0.31248524 0.47991747 0.54128716 0.79361225 0.4323391 0.31344036] [ 0.17116468] [ 0.39833672 0.66301215 0.54313503 0.65817873 0.591802 0.67248586 0.41478738 0.46172332 0.49897504 0.71750434] [-0.74408596] [ 0.73288582 0.36706231 0.65794022 0.37781695 0.43622567 0.36288001 0.5752647 0.54549546 0.38494637 0.34777309] [ 0.37607073] [ 0.31507359 0.48773445 0.55197497 0.66921492 0.70460056 0.76977241 0.45347645 0.39091601 0.39204068 0.56270321] [-0.4916943] [ 0.43340001 0.54920503 0.60982492 0.34917781 0.41814287 0.46261121 0.50211221 0.58229182 0.47322134 0.45753588] [-0.94553713] [ 0.53954887 0.64488805 0.5361334 0.54870006 0.36013981 0.56962395 0.47755916 0.54422185 0.46662121 0.46679893] [-0.71252874] [ 0.84229488 0.50070406 0.55860087 0.36246576 0.2820381 0.30019426 0.50880335 0.56789056 0.50397931 0.39228898] [ 0.08883737] [ 0.54330284 0.27682724 0.6492474 0.30952421 0.50807831 0.63035098 0.45094366 0.61596885 0.45960143 0.39643054] [-0.18546097] [ 0.34746343 0.5370587 0.55607547 0.54030521 0.50523611 0.51021285 0.40007123 0.34724151 0.36342012 0.60419342] [ 0.62061004] [ 0.59338534 0.7526783 0.55286523 0.40198544 0.51130545 0.47020103 0.48020491 0.63149354 0.58643476 0.59254528] [ 0.02924904] [ 0.38209299 0.50702711 0.5157675 0.45585461 0.53009973 0.64876544 0.53486402 0.39260422 0.49221739 0.56531054] [-0.09025236] [ 0.4819953 0.69381545 0.38574855 0.66119196 0.34348226 0.64794403 0.35863484 0.38482125 0.46106982 0.65611816] [-0.35507595] [ 0.49845745 0.63024058 0.4257095 0.48984989 0.34634211 0.43443133 0.41328504 0.58751478 0.55977457 0.46751075] [-0.41022473] [ 0.63459032 0.54831256 0.67199323 0.24455405 0.53773405 0.51897161 0.50373717 0.61495416 0.52095278 0.50529694] [ 0.51346633] [ 0.26826556 0.66052212 0.46199398 0.64463165 0.58236977 0.71812909 0.32954463 0.51099055 0.49663788 0.61855509] [ 0.19988259] [ 0.48005447 0.69276456 0.45482629 0.45804777 0.37352438 0.53812628 0.46925694 0.57617961 0.56156104 0.5918255 ] [-0.98947209] [ 0.5624815 0.79613216 0.47091707 0.6504861 0.35005717 0.45159142 0.42263689 0.68396157 0.63184118 0.46649628] [ 0.41624578] [ 0.19082391 0.44935629 0.65276878 0.48922838 0.55623271 0.79012655 0.45711207 0.34346435 0.4279654 0.62019688] [ 0.00138222] [ 0.30996541 0.4693171 0.68110173 0.37402235 0.50862577 0.63286296 0.41444044 0.43991447 0.52578264 0.57317572] [-0.73550527] [ 0.66188712 0.64372952 0.53170131 0.40186108 0.4742339 0.42104709 0.43130228 0.47569466 0.60064429 0.48077565] [-0.68159467] [ 0.64487383 0.6882204 0.46459302 0.50050436 0.37632001 0.71690129 0.4875159 0.61928535 0.5209325 0.6369138 ] [-0.23984295] [ 0.3779061 0.65329293 0.32675891 0.65143231 0.34305859 0.57092503 0.3506412 0.43338363 0.54802292 0.52304661] [ 0.00659916] [ 0.44332911 0.67546829 0.48455344 0.4911494 0.37143359 0.44898969 0.52900819 0.64049327 0.53916399 0.50890119] [-0.26530522] [ 0.30657708 0.64065742 0.55206172 0.45437232 0.47215876 0.53429678 0.5227006 0.43901557 0.53055882 0.58999687] [-0.57377711] [ 0.49005592 0.78648022 0.45508944 0.51165977 0.47687476 0.5728054 0.52188555 0.46384145 0.55018977 0.61351284] [-1.39246449] [ 0.65613537 0.83162311 0.47058169 0.49707026 0.31334843 0.4407941 0.59460565 0.66790842 0.75048467 0.4568151 ] [-0.19688548] [ 0.64501003 0.65886098 0.55466035 0.47649757 0.36727352 0.34087349 0.49258087 0.55529453 0.667503 0.53328421] [-0.14920745] [ 0.57603616 0.44228744 0.61008329 0.27025061 0.43201461 0.46529794 0.57935987 0.65312503 0.44966106 0.42097794] [-0.5324522] [ 0.42243155 0.77802721 0.46457403 0.60265965 0.38967083 0.64312458 0.39224555 0.55507666 0.66800614 0.6187945 ] [ 0.13703672] [ 0.50052868 0.63077642 0.54515758 0.39428161 0.38239999 0.5275477 0.61262402 0.53397373 0.59952597 0.57951526] [-0.0405173] [ 0.53831768 0.41659727 0.61441315 0.34550082 0.43585423 0.57295241 0.53731845 0.59492409 0.45080292 0.3995264 ] [ 0.54485755] [ 0.18629782 0.62554767 0.43122288 0.64170527 0.49484737 0.71948758 0.30423076 0.39023372 0.5635212 0.58922948] [-0.64068113] [ 0.35257853 0.57543602 0.45793125 0.60920497 0.37132974 0.42646438 0.47277575 0.46830018 0.63232527 0.31620148] [-0.53411872] [ 0.42630501 0.47234433 0.5834672 0.34371137 0.53207406 0.59428349 0.50729866 0.41916899 0.57066153 0.5495807 ] [-0.54095897] [ 0.40573163 0.70498999 0.44353329 0.65913481 0.50120386 0.55264563 0.41746662 0.55343089 0.59263531 0.53142013] [-0.80866571] [ 0.46198935 0.60952565 0.50679921 0.53638584 0.33587829 0.58767588 0.47443838 0.59900151 0.45102096 0.42008584] [ 0.24868591] [ 0.32905364 0.552136 0.53481792 0.45913274 0.57342506 0.69588286 0.30686041 0.42316075 0.40826573 0.69432691] [-1.14711947] [ 0.55526276 0.72550077 0.44234521 0.628537 0.20977862 0.40920501 0.38134124 0.52205376 0.57800788 0.41712116] [-0.66238418] [ 0.41294221 0.65701611 0.37615734 0.5732861 0.35564488 0.58730059 0.46875477 0.75949776 0.46427737 0.38729435] [-0.07808653] [ 0.33389954 0.36385191 0.67195654 0.38105972 0.48617321 0.68202229 0.39321785 0.52148972 0.34647158 0.54406646] [-1.14559653] [ 0.41203071 0.13127431 0.74126072 0.31748082 0.50854212 0.29271861 0.49741684 0.51090529 0.27598679 0.18124305] [-0.02011743] [ 0.42614697 0.73386314 0.36542852 0.70667801 0.36941716 0.52268217 0.3612346 0.33111071 0.45802537 0.72422292] [ 0.17266929] [ 0.65720312 0.67869943 0.46833553 0.48460477 0.24601707 0.45054338 0.50667114 0.54835235 0.63334022 0.47566527] [ 1.16315212] [ 0.58556265 0.78495449 0.39971393 0.57050593 0.22712548 0.42786725 0.50045893 0.76065031 0.59187371 0.37729651] [ 0.99726916] [ 0.70992113 0.51220697 0.58259293 0.26363516 0.28008673 0.34443416 0.55483036 0.60674343 0.56867695 0.36931534] [ 0.18500334] [ 0.31545885 0.57044849 0.54848741 0.53324556 0.48966027 0.6882693 0.42133362 0.33851096 0.37815823 0.65045194] [-0.52801212] [ 0.67882541 0.72853434 0.53916725 0.49012849 0.28574297 0.40909746 0.46448729 0.46594195 0.68836123 0.50733239] [-0.55696545] [ 0.48454485 0.71501929 0.40171809 0.52960535 0.32968818 0.4135778 0.35694444 0.52290547 0.58398397 0.48894367] [ 0.55194107] [ 0.69997081 0.522417 0.57401133 0.40422224 0.2233459 0.21630171 0.53126364 0.75113193 0.51601292 0.24315194] [-0.43770809] [ 0.75189414 0.65477029 0.48053268 0.35078064 0.33301585 0.30152598 0.46896317 0.61973165 0.56371474 0.45976062] [ 0.12735746] [ 0.47458027 0.55620715 0.53095438 0.50096902 0.50686501 0.45574882 0.42177948 0.45061438 0.5640189 0.41134448] [-0.22423604] [ 0.56852391 0.46011769 0.49891668 0.42106776 0.37933267 0.52710286 0.48829782 0.63156971 0.52349085 0.2931692 ] [-1.07300774] [ 0.63407269 0.524449 0.5457221 0.50645706 0.51103865 0.43272372 0.45661868 0.53057391 0.48698926 0.48314077] [-0.46469474] [ 0.54692546 0.69551632 0.46694613 0.46474209 0.31887453 0.36442271 0.45101767 0.6293238 0.49583657 0.61547714] [-0.45744886] [ 0.35199629 0.56374204 0.59635205 0.44748995 0.45408612 0.58204733 0.37816347 0.50235613 0.44780467 0.56582414] [-0.11019945] [ 0.39729834 0.43589225 0.65891166 0.49439093 0.48246509 0.58321327 0.50010678 0.39943694 0.45786439 0.49057864] [ 0.7964105] [ 0.43467889 0.48749844 0.49931442 0.33009713 0.4304387 0.42105866 0.48107594 0.60174327 0.47196721 0.30656425] [ 0.14185205] [ 0.78077638 0.56693374 0.56376619 0.35221249 0.41206429 0.44398303 0.59915177 0.6553894 0.50586909 0.43738538] [-0.70992869] [ 0.60144764 0.57850914 0.48238946 0.41826961 0.52805914 0.6023689 0.44804934 0.54326908 0.38233617 0.58966218] [ 0.04503013] [ 0.33975503 0.54357102 0.61392357 0.42278487 0.47832034 0.58672461 0.49180152 0.41200613 0.58878174 0.51227013] [-0.08958183] [ 0.39829004 0.37232107 0.71051496 0.39429705 0.47027432 0.60497887 0.43006009 0.4841483 0.49546797 0.50932039] [-0.5830487] [ 0.78514623 0.49592646 0.5680842 0.34452499 0.28101296 0.25315933 0.47469236 0.47122514 0.56788521 0.27626323] [-0.19700815] [ 0.39075243 0.17915734 0.77493288 0.2750675 0.55755792 0.65265868 0.46048348 0.38460127 0.32632997 0.43147957] [-0.61551581] [ 0.76656981 0.60957303 0.55696258 0.40186027 0.33494697 0.35995728 0.47767747 0.51280974 0.67044098 0.39880366] [-0.05419635] [ 0.44700495 0.57627309 0.37410821 0.65742609 0.39493591 0.69678097 0.4412043 0.59681673 0.49476641 0.56478878] [-0.57305175] [ 0.65774233 0.47295085 0.62132633 0.41403175 0.44214546 0.32538983 0.45201269 0.53577825 0.50186752 0.52089988] [ 0.0069401] [ 0.26126769 0.43877653 0.58416021 0.40374862 0.59158816 0.58532498 0.42724798 0.34324799 0.4840794 0.49099053] [-0.05538386] [ 0.44309149 0.68559132 0.45270797 0.54269362 0.35261198 0.74951294 0.39873919 0.50386915 0.57219756 0.6824474 ] [-0.20814227] [ 0.77397587 0.45067215 0.61521252 0.31072334 0.29342061 0.18814302 0.53124627 0.73649962 0.51245119 0.22450904] [ 0.23537543] [ 0.2698187 0.75262484 0.33573648 0.70721029 0.47711027 0.66195568 0.32677716 0.50951846 0.50678007 0.72873051] [ 0.06943418] [ 0.39623864 0.58498671 0.45197491 0.62908882 0.31107565 0.52663584 0.3005835 0.46753717 0.48214228 0.47407855] [-0.35400282] [ 0.51697428 0.72956441 0.56783005 0.33893134 0.50230689 0.44881629 0.42295284 0.48836366 0.62294804 0.54037822] [-0.35519194] [ 0.42329925 0.28821096 0.70999016 0.45013195 0.45243785 0.55916788 0.49256247 0.45009385 0.42014813 0.36438989] [ 1.1774793] [ 0.7871194 0.5617509 0.57962661 0.31681818 0.43995921 0.25070425 0.58496616 0.67418293 0.6501198 0.2346547 ] [-0.31844194] [ 0.62838143 0.67015357 0.54921708 0.36377431 0.49467533 0.61902952 0.55502294 0.54856333 0.52934816 0.63339524] [-0.49710675] [ 0.51609176 0.48280782 0.67300366 0.44695912 0.63904407 0.57828447 0.46335994 0.43445721 0.46183074 0.47900861] Progress: 42.9% ... Training loss: 0.397 ... Validation loss: 0.593[ 0.32926834] [ 0.41880636 0.74724476 0.35763984 0.70777519 0.59014665 0.68318211 0.36156976 0.56759434 0.46043384 0.73979194] [-0.30470393] [ 0.56246463 0.54127358 0.42416611 0.39789183 0.43753046 0.44310061 0.44186767 0.53271028 0.51190771 0.49417959] [ 0.74052367] [ 0.44208673 0.44481162 0.64011709 0.45365719 0.37051933 0.60678997 0.41125571 0.57296144 0.40796161 0.41295308] [ 0.03901307] [ 0.69067546 0.60018161 0.49122967 0.37431211 0.32870153 0.31816653 0.43679762 0.55281391 0.47450601 0.47416521] [ 0.04114497] [ 0.59980495 0.72489087 0.3646684 0.42687459 0.36925371 0.4711932 0.41230674 0.51625274 0.51838612 0.64426016] [ 0.71715456] [ 0.39518484 0.71096585 0.3496446 0.71524494 0.26900813 0.51956587 0.33431684 0.47085371 0.5923353 0.53274066] [ 0.03272263] [ 0.36658774 0.66024823 0.42345256 0.61276714 0.39266519 0.52611444 0.59875811 0.5614448 0.57208169 0.41892896] [ 0.66715584] [ 0.28327286 0.40252543 0.62362594 0.55303515 0.42597496 0.69188419 0.36478461 0.41628169 0.47407265 0.51368325] [-0.11031262] [ 0.7394755 0.73448167 0.45655797 0.46164793 0.26888401 0.47460676 0.47633832 0.49387083 0.70077659 0.53035456] [ 0.02073366] [ 0.46497276 0.46703652 0.61713734 0.27138567 0.43172544 0.5238552 0.46086214 0.57816908 0.47646956 0.45343261] [-0.21647868] [ 0.74060523 0.40765359 0.61752687 0.33494692 0.41764766 0.38003664 0.49181773 0.49553256 0.51615889 0.46972403] [ 0.05347374] [ 0.52185244 0.75196511 0.45507872 0.37216447 0.49241891 0.71133335 0.38890308 0.56396771 0.5324842 0.67108809] [ 0.08156091] [ 0.30708655 0.6393964 0.43151075 0.61157706 0.434595 0.65327132 0.34508611 0.48908666 0.48966628 0.59367806] [ 0.23038816] [ 0.65346926 0.33209932 0.60081358 0.3579697 0.38747451 0.40709705 0.43177631 0.53860506 0.46547588 0.33369348] [ 1.16646697] [ 0.71144753 0.62226945 0.5572887 0.48986945 0.38432734 0.47407227 0.47329471 0.70516443 0.60902528 0.38911987] [ 0.33156815] [ 0.50042516 0.6367322 0.37384626 0.48638788 0.39970817 0.6042179 0.49237174 0.40377891 0.58798602 0.51536898] [-0.77317197] [ 0.68680387 0.6693255 0.50776676 0.3201224 0.41540546 0.32003573 0.47546897 0.59934954 0.51232254 0.6127676 ] [-0.13633235] [ 0.81528412 0.71060342 0.54977747 0.27911832 0.2426228 0.27428622 0.65604958 0.75511551 0.71495192 0.33814305] [ 0.86788572] [ 0.68788898 0.52003425 0.64436746 0.32562254 0.44985399 0.58947989 0.57825267 0.61729986 0.52093688 0.48386691] [ 0.12881422] [ 0.51693406 0.59404098 0.57058271 0.61877822 0.42176212 0.46543371 0.45581652 0.56518724 0.51883591 0.44421562] [ 0.28616725] [ 0.64397684 0.63391453 0.472868 0.52656173 0.24214358 0.47235418 0.48865707 0.538938 0.60399025 0.47105543] [ 1.0325371] [ 0.74082446 0.50789145 0.61495719 0.20683984 0.3645248 0.32633499 0.53679448 0.71227885 0.5839865 0.35093518] [ 0.37890029] [ 0.37893996 0.5929947 0.41424714 0.51733711 0.48112344 0.63701937 0.51836007 0.50978824 0.50037177 0.57846972] [ 0.82188948] [ 0.60612681 0.47183091 0.5214628 0.42597785 0.37943599 0.54381079 0.48298811 0.78204966 0.58784348 0.32744875] [ 0.13742281] [ 0.48378896 0.69999499 0.5736784 0.46620242 0.42379618 0.64754254 0.53966627 0.54738026 0.54205126 0.5331722 ] [ 0.00303194] [ 0.44916661 0.24245819 0.63453925 0.34533694 0.56462336 0.55716575 0.41631907 0.37029635 0.2322302 0.53747291] [-0.19502552] [ 0.44278566 0.4008064 0.61884675 0.33517395 0.54183057 0.67941136 0.36237951 0.48772433 0.38920404 0.55591529] [ 0.88687729] [ 0.138365 0.69149026 0.47565259 0.60418707 0.48478533 0.74981503 0.36402562 0.31086633 0.56630937 0.70698882] [-0.77172188] [ 0.52186905 0.39661806 0.59662551 0.28555892 0.42515299 0.37723803 0.51294718 0.6252108 0.55308826 0.35365281] [-0.42054334] [ 0.57291282 0.62386683 0.4968698 0.51778239 0.36887906 0.53735 0.45513726 0.64345575 0.5355826 0.45013759] [-0.84922596] [ 0.47888776 0.49216033 0.55063244 0.24646489 0.37025447 0.37645245 0.43446577 0.59251707 0.4740987 0.30483923] [-0.65422929] [ 0.5877344 0.64697935 0.53121039 0.64825747 0.45223761 0.46704675 0.47632584 0.61137085 0.50637313 0.65794054] [-0.34166762] [ 0.67621538 0.6460144 0.50854104 0.34829986 0.31122459 0.36819684 0.49990917 0.56209181 0.56520511 0.45036194] [-0.44246798] [ 0.80633148 0.41798914 0.64084805 0.35599306 0.23993004 0.23169285 0.51349093 0.61438801 0.48123544 0.230791 ] [ 0.3030762] [ 0.36528284 0.34365594 0.69001812 0.38560341 0.52370315 0.63392792 0.45814826 0.42580784 0.47997121 0.45640002] [ 0.10527577] [ 0.34632376 0.76959669 0.32038536 0.69219563 0.29417257 0.69876935 0.40237564 0.51079074 0.47574488 0.62926588] [ 0.57843111] [ 0.47940233 0.65821109 0.39448862 0.43254111 0.35189941 0.29508042 0.39966434 0.43802169 0.64352804 0.33663318] [-0.07331212] [ 0.48343452 0.64183959 0.47370066 0.49765094 0.4404907 0.59019374 0.39625542 0.41295138 0.51050632 0.58980462] [ 0.34285602] [ 0.21484723 0.55218491 0.42955591 0.43035564 0.46558007 0.66295652 0.41191076 0.32050203 0.51865299 0.5535457 ] [ 1.12060461] [ 0.72592696 0.56970442 0.48133506 0.36654886 0.5027515 0.34774403 0.68009043 0.64729554 0.54212452 0.25902343] [ 0.20733536] [ 0.33443155 0.50428414 0.53031665 0.44505461 0.39461988 0.60971092 0.3219509 0.45077917 0.49435792 0.5313596 ] [ 0.09416098] [ 0.74031589 0.39975403 0.67082631 0.32315767 0.54020226 0.42859892 0.58650082 0.52017181 0.57553897 0.33918413] [ 0.42402778] [ 0.29779258 0.46405148 0.61638889 0.5625157 0.46320603 0.57306042 0.43660271 0.41628738 0.41658944 0.62542507] [ 0.4288589] [ 0.65464458 0.59427402 0.49933044 0.42606371 0.27580192 0.33935708 0.48928374 0.63097669 0.51859348 0.43488348] [ 1.01124515] [ 0.52298882 0.53318984 0.55952555 0.28993445 0.45877328 0.59426497 0.46152872 0.59848373 0.48758002 0.47559895] [ 1.51246289] [ 0.43478849 0.60429311 0.40074802 0.57355228 0.36340325 0.41367695 0.39549838 0.50788077 0.55151864 0.51130086] [-0.11428085] [ 0.45751189 0.38790575 0.57600785 0.39536639 0.49526419 0.49627677 0.47846967 0.42362504 0.40770727 0.49713552] [ 0.15648234] [ 0.33734142 0.52275854 0.39667852 0.51147852 0.54692299 0.77629581 0.32231827 0.59614155 0.46924345 0.58835971] [ 0.10546321] [ 0.33709525 0.56955239 0.40054112 0.59274051 0.43998953 0.58616891 0.44541704 0.69174844 0.54275695 0.48657163] [-0.70904229] [ 0.48902118 0.54148482 0.39894343 0.57304911 0.30949816 0.58160307 0.39364642 0.61499516 0.49469951 0.39260428] [-0.23665956] [ 0.73023948 0.4089304 0.57500778 0.35175848 0.25965489 0.43809412 0.45849114 0.62756422 0.37364307 0.33792994] [-0.01098676] [ 0.45170089 0.5626909 0.52383457 0.42207436 0.46278523 0.5548038 0.5081266 0.57568613 0.43517707 0.49926205] [ 0.37875903] [ 0.30240875 0.57841199 0.56916855 0.43633399 0.58584966 0.72246219 0.41761065 0.34815781 0.55013179 0.67341548] [ 1.4296989] [ 0.67663486 0.56254704 0.47344256 0.52263715 0.25515419 0.26542745 0.51889885 0.57982965 0.6136797 0.23500546] [ 0.28587827] [ 0.24253563 0.56088583 0.51354042 0.40797008 0.5255815 0.67702079 0.46391411 0.33884659 0.49151205 0.59353283] [ 0.20894135] [ 0.73219573 0.73238276 0.54082962 0.40086123 0.51801917 0.43039486 0.52011232 0.53462136 0.66927059 0.48136012] [-0.10716581] [ 0.5718705 0.20802636 0.75993242 0.21129096 0.54198455 0.48990737 0.51249282 0.38763627 0.25371722 0.39546157] [ 0.16118242] [ 0.47664091 0.59989859 0.50315714 0.50867405 0.38350101 0.3541458 0.4738738 0.49193529 0.56615461 0.53510726] [-0.43349015] [ 0.44552179 0.5711196 0.37498617 0.5692625 0.42989731 0.48776559 0.3661941 0.41789979 0.43144618 0.47507028] [ 0.96829414] [ 0.16641588 0.73902545 0.39829463 0.63619062 0.52958023 0.74279376 0.29438808 0.37186103 0.48552205 0.7494474 ] [ 0.57943592] [ 0.23096566 0.63086082 0.3837055 0.4767819 0.48608449 0.73988304 0.31416588 0.42824418 0.40817601 0.68029432] [-0.10605467] [ 0.46957856 0.79087223 0.44904449 0.67612504 0.35360464 0.64912114 0.33523388 0.56421177 0.57694862 0.6194098 ] [-0.37192279] [ 0.59668925 0.712801 0.49174041 0.61973298 0.3877096 0.6330331 0.47991344 0.5282946 0.60033538 0.5248783 ] [ 0.19442819] [ 0.49462351 0.73657007 0.49611503 0.50433573 0.33838965 0.67707585 0.49697197 0.49786389 0.58019998 0.64777922] [ 0.73481759] [ 0.53254641 0.64172764 0.5469319 0.55847966 0.40593713 0.40656199 0.40379046 0.6056633 0.64574102 0.56290391] [ 0.34337853] [ 0.29387261 0.71713172 0.35410227 0.67132977 0.44915863 0.72975714 0.34698995 0.5258347 0.50091659 0.66114114] [-0.18926489] [ 0.69641205 0.68352884 0.39695645 0.59502886 0.41092733 0.42910815 0.46664524 0.64279549 0.54732363 0.6473194 ] [ 0.84507117] [ 0.66621034 0.63247408 0.4985131 0.38171577 0.40166068 0.31473703 0.54267592 0.57791767 0.62566178 0.35833323] [ 1.26789846] [ 0.82705601 0.60282645 0.5996923 0.24474161 0.29029276 0.27852536 0.63034927 0.7116817 0.61490229 0.33460979] [ 1.05163124] [ 0.74219183 0.58957374 0.5148404 0.40254457 0.25791296 0.34938615 0.52170271 0.54703388 0.59564354 0.36112382] [-0.28941139] [ 0.42014698 0.4961617 0.43546596 0.33764705 0.40352164 0.4843631 0.48244555 0.56342083 0.53003539 0.333465 ] [ 0.20144979] [ 0.56670859 0.7411288 0.46075076 0.68383374 0.3651808 0.51408839 0.47596826 0.61886524 0.62693671 0.65654183] [-0.1308036] [ 0.65522853 0.46035223 0.5505504 0.42857608 0.44694894 0.46139714 0.43910859 0.68423237 0.47296322 0.55016558] [ 0.66942269] [ 0.15952799 0.66885739 0.4011117 0.72038787 0.38278343 0.74355346 0.35898481 0.36515497 0.52765718 0.61956417] [ 0.57134772] [ 0.26974401 0.58664181 0.42503566 0.57341624 0.44883738 0.66922309 0.38423208 0.37458511 0.47997068 0.57438173] [-0.05637756] [ 0.34043122 0.43029233 0.64632748 0.47286013 0.42160171 0.6740129 0.40720379 0.40199581 0.3888781 0.48881967] [-0.47355427] [ 0.41357563 0.68631376 0.43469853 0.5824092 0.39534582 0.56568544 0.4964982 0.59150761 0.66900996 0.44886223] [-0.36475796] [ 0.38237977 0.74865171 0.3165572 0.71734833 0.28885823 0.56417634 0.44172384 0.61768313 0.58718376 0.56962997] [ 0.05594655] [ 0.71260184 0.57053417 0.54377846 0.30794364 0.37570793 0.50094509 0.51435602 0.54930508 0.60906266 0.49254909] [-0.0893044] [ 0.2291871 0.52760797 0.48745935 0.62601481 0.42561936 0.5969893 0.37050862 0.52618875 0.48919773 0.51261891] [ 1.34867276] [ 0.54030685 0.64816751 0.51474045 0.36292754 0.39449164 0.41591506 0.51164483 0.61493481 0.62547539 0.36296499] [ 0.21183221] [ 0.34396589 0.31186244 0.60499336 0.32098015 0.54190525 0.66219603 0.43903767 0.3761296 0.29463538 0.50668687] [ 0.00664693] [ 0.35550038 0.62300192 0.46774774 0.69986065 0.50377091 0.61277856 0.50406009 0.59470448 0.49467821 0.53108382] [ 0.28276103] [ 0.79074292 0.7287347 0.5443185 0.41126449 0.41938829 0.43262203 0.5204378 0.59064477 0.60650844 0.42008222] [ 0.64394044] [ 0.4149723 0.65071516 0.41400801 0.5836909 0.40906683 0.60775931 0.45658359 0.58100954 0.50919074 0.55647811] [ 0.25760932] [ 0.37122344 0.58922124 0.4859775 0.56789709 0.45737988 0.67560029 0.4042048 0.42201638 0.47393719 0.62728517] [ 0.19129043] [ 0.45358479 0.35442916 0.59846343 0.56949563 0.51642507 0.55525819 0.5423684 0.57698739 0.39255138 0.31656244] [ 0.08579571] [ 0.33011265 0.37466511 0.61049917 0.51886839 0.44660634 0.7439244 0.4405132 0.51884135 0.3342837 0.40081816] [ 2.78662932] [ 0.64907338 0.57896934 0.53112388 0.40802219 0.23395494 0.28734627 0.50777651 0.72266734 0.50217659 0.31035935] [ 0.0339283] [ 0.5211747 0.20931533 0.69365309 0.41295419 0.39945392 0.52405863 0.40215966 0.52537736 0.37386608 0.28172681] [ 0.21751065] [ 0.69047817 0.5017623 0.53980283 0.38580152 0.26130533 0.43210599 0.4831042 0.49751763 0.4757717 0.3737269 ] [ 0.05234016] [ 0.32396271 0.4419003 0.55334117 0.44656704 0.55590048 0.62856055 0.36674546 0.41774748 0.35869712 0.55289634] [ 0.62824417] [ 0.55956462 0.70409133 0.39510957 0.41692413 0.31769149 0.32754602 0.4957785 0.59341591 0.69482124 0.37182399] [ 0.24122827] [ 0.50591748 0.6526663 0.53271107 0.66650205 0.41380053 0.67095051 0.36330068 0.51674625 0.51562897 0.59605492] [-0.0605892] [ 0.68649563 0.53895248 0.50969017 0.52558468 0.3165305 0.46276148 0.41511023 0.45549513 0.54209214 0.5659743 ] [ 1.0080229] [ 0.61894183 0.66238143 0.52636294 0.36627459 0.27984538 0.34555195 0.44934392 0.69762805 0.67540853 0.37072381] [-0.04065312] [ 0.4081511 0.36882293 0.59946412 0.35357592 0.52607002 0.57948563 0.50703308 0.64981012 0.40433638 0.55477546] [ 0.09128193] [ 0.36284549 0.44838348 0.55095089 0.54782993 0.38720213 0.65913233 0.43052936 0.60523557 0.38399643 0.3769308 ] [ 0.36082209] [ 0.27863827 0.65647346 0.4569052 0.66664975 0.46000034 0.70714729 0.31782103 0.41876496 0.50458129 0.59269661] [ 0.01113142] [ 0.58808836 0.5541867 0.38340915 0.56736756 0.37942273 0.37556666 0.50652033 0.4099097 0.58544944 0.5025486 ] [-0.14123381] [ 0.53316503 0.49032186 0.5870667 0.33206584 0.44948635 0.57585501 0.4983411 0.68007517 0.37229388 0.46990138] [-0.862051] [ 0.49040524 0.68187947 0.48530872 0.53347974 0.273806 0.4498487 0.45222293 0.60045927 0.49595641 0.50138831] [ 0.07001406] [ 0.35762849 0.51182491 0.54090539 0.42085271 0.53041595 0.54200405 0.37661482 0.492397 0.47638643 0.54782173] [ 1.44006087] [ 0.6025687 0.48753273 0.59815241 0.30987971 0.51522259 0.4173854 0.52236328 0.58129718 0.38922042 0.45593661] [ 0.21691739] [ 0.41188709 0.45040232 0.53218834 0.3926484 0.49264781 0.45378042 0.44743428 0.47397405 0.56517854 0.42588678] [ 0.44411423] [ 0.75494034 0.51019578 0.57695015 0.35265653 0.36187917 0.34015395 0.45515855 0.53687129 0.47178456 0.4769177 ] [ 1.29422237] [ 0.50542193 0.65832953 0.39765486 0.52496791 0.3036037 0.38190907 0.42968896 0.57841804 0.55107744 0.38578513] [-0.46761453] [ 0.5288697 0.57717521 0.49006952 0.65294192 0.4842567 0.55987581 0.42016771 0.48737643 0.54975183 0.41904617] [-0.41741044] [ 0.4479602 0.42367199 0.63539316 0.40973802 0.52771143 0.56838451 0.47558753 0.33328005 0.47838031 0.4550162 ] [ 0.52287338] [ 0.35787281 0.72182757 0.47770188 0.53492508 0.3903539 0.64490831 0.39419763 0.58910362 0.54778468 0.64565709] [-0.22826488] [ 0.57494568 0.70694228 0.46865868 0.48645195 0.39553496 0.55486835 0.41417626 0.72116737 0.70670987 0.62696874] [-0.2492215] [ 0.66723825 0.56619453 0.61495721 0.38345089 0.49619905 0.5607248 0.41990564 0.6301856 0.47687965 0.60681496] [-0.32280994] [ 0.61752909 0.59858428 0.55026193 0.37583976 0.43771258 0.53111909 0.45833995 0.58993829 0.5327749 0.6315386 ] [ 0.27078713] [ 0.39018903 0.58558218 0.51296549 0.46678696 0.58048322 0.61113997 0.37024177 0.39903555 0.38578616 0.73692621] [ 0.17291755] [ 0.36001769 0.50631044 0.58234357 0.34291043 0.4838277 0.55791597 0.51556186 0.61568333 0.37755971 0.48571074] [-0.1530693] [ 0.39997241 0.71339588 0.49871874 0.65787929 0.44804287 0.63734716 0.37939647 0.48315835 0.64279913 0.565266 ] [ 0.2605088] [ 0.7153411 0.70655393 0.47282334 0.35845682 0.47052206 0.53393989 0.47268046 0.57531769 0.52966361 0.50894193] [-0.2815999] [ 0.46686667 0.32789371 0.64271693 0.26857229 0.53706396 0.39413031 0.4928237 0.32374946 0.44069743 0.34473758] [-0.29848436] [ 0.50265649 0.51242473 0.63513575 0.19216718 0.47551968 0.44183866 0.52999016 0.51803301 0.48589941 0.4689544 ] [ 0.03182727] [ 0.62085716 0.6406187 0.39295709 0.45405407 0.27013955 0.51147904 0.44151623 0.48661987 0.53866291 0.45109324] [ 0.28316085] [ 0.44919771 0.20844669 0.70809991 0.33796009 0.60380324 0.54557625 0.50847344 0.59794669 0.41660646 0.50372538] [ 0.36392339] [ 0.30970119 0.53152392 0.51386016 0.47324069 0.50542232 0.72683815 0.36410449 0.53721811 0.47866931 0.57942663] [ 1.15871806] [ 0.76025422 0.34654136 0.71007645 0.38785787 0.40323324 0.3114482 0.5485472 0.76296404 0.44446747 0.23799262] [ 0.05100182] [ 0.42583113 0.36233484 0.67459049 0.37132982 0.47330613 0.68109197 0.43045641 0.41182472 0.43211302 0.51840729] [ 0.82116267] [ 0.22343329 0.46966822 0.63296016 0.51649135 0.51792005 0.62354804 0.40728315 0.40237733 0.4892796 0.55846389] [ 0.58671419] [ 0.26527012 0.57919362 0.54459573 0.55209059 0.49832334 0.72272224 0.32599955 0.40280533 0.43700082 0.67985485] [ 0.40319084] [ 0.36988175 0.63176841 0.43681129 0.39930082 0.47909866 0.76045015 0.34947637 0.51539934 0.47939623 0.67183683] [ 0.12666017] [ 0.26896527 0.64332181 0.4327533 0.67272705 0.42115839 0.58957061 0.38527843 0.3883656 0.45364778 0.56329814] Progress: 43.1% ... Training loss: 0.354 ... Validation loss: 0.562[ 0.39495122] [ 0.70355027 0.5472288 0.55940215 0.36402139 0.38283443 0.34727604 0.53356333 0.55253533 0.57632437 0.37863051] [-0.09400745] [ 0.59099573 0.54609004 0.51154125 0.57170395 0.32100214 0.37560834 0.58125102 0.67563296 0.51870736 0.29117511] [ 0.70288853] [ 0.56598995 0.58080088 0.53574448 0.55054049 0.34570423 0.5036997 0.3529815 0.38758103 0.54424745 0.49701759] [-0.26159852] [ 0.37951121 0.45484176 0.42787148 0.63293503 0.58557342 0.6875556 0.43035288 0.49618991 0.36224123 0.47322554] [-0.35033698] [ 0.31946737 0.32531461 0.7135382 0.442135 0.42566243 0.64305359 0.45785889 0.46555784 0.35348208 0.39096719] [-0.31533794] [ 0.45864097 0.71695088 0.53048276 0.56364864 0.34042731 0.51217065 0.47971951 0.60483691 0.62020742 0.46474276] [-0.43363296] [ 0.48069058 0.38936929 0.48760208 0.32614353 0.38541744 0.51050213 0.45861788 0.50933882 0.37263154 0.31787052] [-0.11620686] [ 0.2755234 0.72594265 0.38979706 0.64374484 0.46127416 0.70195558 0.47704193 0.4630747 0.56843121 0.55055107] [-0.5449724] [ 0.44264933 0.62733533 0.43754081 0.55408701 0.350708 0.50136102 0.32245907 0.49205452 0.42574753 0.52588572] [-0.28450168] [ 0.41307122 0.65608899 0.49827009 0.5920196 0.32707245 0.47761132 0.44096076 0.59244796 0.61156921 0.48759105] [ 0.70624292] [ 0.49648199 0.7387624 0.46895192 0.51049783 0.323839 0.50431667 0.42219589 0.66818486 0.60724971 0.51346555] [-0.25396404] [ 0.4457771 0.64390886 0.41843942 0.70333251 0.48196975 0.53440771 0.39973839 0.55668408 0.54463487 0.62052881] [-0.97573356] [ 0.52193133 0.78987994 0.32568493 0.6151133 0.27473162 0.53023712 0.36355621 0.61308442 0.55764668 0.59040479] [-0.39852111] [ 0.58650329 0.69589543 0.51572106 0.46594061 0.49384455 0.55713911 0.51503774 0.54330233 0.53127781 0.69899788] [-0.42375223] [ 0.34905905 0.24774852 0.65105198 0.50331713 0.4426697 0.68656462 0.36901274 0.39716695 0.31157584 0.38010806] [ 0.29483798] [ 0.17806311 0.49834467 0.52858202 0.61207018 0.50438092 0.74723032 0.38713227 0.45070875 0.47298709 0.51851109] [-0.15433053] [ 0.45085986 0.87152233 0.3494127 0.66633629 0.45108965 0.68924819 0.40049957 0.5575504 0.61591129 0.8140238 ] [ 0.28996118] [ 0.33205159 0.45369966 0.56587638 0.53502622 0.47315331 0.51433343 0.48210002 0.5223536 0.50828837 0.36787328] [ 0.12810537] [ 0.25037018 0.27365752 0.66015469 0.54328193 0.54980246 0.69398014 0.37720118 0.35655846 0.31919265 0.50310491] [ 0.12898527] [ 0.33724881 0.62102659 0.48781777 0.48402187 0.52318526 0.62075838 0.29333286 0.46086097 0.46853884 0.62270649] [-0.59651718] [ 0.54475128 0.78394567 0.49029325 0.58723754 0.42315732 0.63395369 0.46429518 0.46373686 0.59464886 0.56926448] [-0.71133231] [ 0.35813382 0.48870393 0.53085816 0.51655393 0.32915133 0.41985958 0.50662853 0.66111249 0.45527887 0.27433967] [-0.999749] [ 0.62608321 0.44388294 0.58481848 0.42142793 0.5340883 0.58008369 0.44001074 0.54047959 0.45142847 0.42144772] [ 0.37385944] [ 0.22881085 0.6408093 0.40582241 0.51320666 0.56319084 0.75082006 0.33519241 0.3927772 0.46594391 0.68313288] [ 0.38925816] [ 0.59807426 0.25069938 0.71777796 0.43145344 0.29428092 0.44407723 0.46761625 0.72681327 0.3924658 0.22956775] [-0.94488332] [ 0.46269988 0.484526 0.49160993 0.55348244 0.37119906 0.46475397 0.41818877 0.38944014 0.41687445 0.37282998] [-0.68640674] [ 0.5077083 0.60144192 0.43929705 0.53369055 0.39866423 0.47990355 0.30352698 0.48990971 0.45044422 0.51318716] [-0.4626277] [ 0.42280558 0.64328548 0.53036444 0.50612535 0.43124304 0.52916594 0.46498005 0.54963029 0.59328635 0.59590754] [-0.20815296] [ 0.42655034 0.60603767 0.41743478 0.67161014 0.33911875 0.52901709 0.41696411 0.46487038 0.42758028 0.50129527] [ 0.50984748] [ 0.66452119 0.60207801 0.59869631 0.35834703 0.51510055 0.41565057 0.55942375 0.64196738 0.56693221 0.41687926] [-0.55872202] [ 0.30854436 0.61461529 0.49488527 0.56775337 0.38452973 0.64181274 0.34604099 0.62696086 0.50587801 0.49184104] [ 0.236493] [ 0.22396624 0.30390712 0.63002253 0.3727337 0.65867256 0.68714337 0.3849848 0.30153396 0.29934326 0.56152613] [-0.51032133] [ 0.62727961 0.50451586 0.53056048 0.49714824 0.49942322 0.5808015 0.522603 0.52455612 0.43269295 0.53282207] [-0.44364303] [ 0.60162102 0.628529 0.54385899 0.49217106 0.46107544 0.46570181 0.40099301 0.5547072 0.65217102 0.44036263] [ 0.12819586] [ 0.43714817 0.62544665 0.39832397 0.62379355 0.30078876 0.54229784 0.41623391 0.56519584 0.62939918 0.44146706] [-0.5332116] [ 0.81700825 0.59938566 0.53283233 0.33854534 0.28017929 0.29768915 0.54118036 0.5744714 0.58577732 0.4131572 ] [ 0.4176094] [ 0.43584268 0.68570957 0.41892331 0.67110357 0.2505933 0.42366843 0.44987197 0.50637607 0.60518462 0.46327548] [-0.06944574] [ 0.52370081 0.32589991 0.71565401 0.34275255 0.51485577 0.47990061 0.43876773 0.49158977 0.43655822 0.38148702] [-0.25071567] [ 0.48719444 0.53211573 0.48060079 0.40544767 0.42823414 0.48389648 0.3840577 0.52571785 0.49069682 0.48829615] [-0.03239076] [ 0.49018064 0.30732349 0.61386798 0.27216429 0.47757489 0.55608827 0.43447787 0.38168326 0.28778957 0.39620558] [-0.34292982] [ 0.39795017 0.56464238 0.48434732 0.5850663 0.36086458 0.64926797 0.39523734 0.60373809 0.54830222 0.45036284] [-0.16200235] [ 0.34283193 0.31367066 0.69766563 0.38060464 0.58312135 0.48264617 0.338566 0.32251577 0.35925501 0.3877118 ] [-0.8699076] [ 0.43935995 0.42863498 0.55991081 0.54670969 0.42632405 0.55700168 0.47717224 0.45988891 0.37410926 0.36999778] [-0.3655148] [ 0.3791616 0.357046 0.63530089 0.35481644 0.4588276 0.66857251 0.40495767 0.36548211 0.32977333 0.48388722] [-0.26897211] [ 0.38882157 0.46676005 0.61448548 0.4800847 0.47062689 0.54902279 0.41876901 0.46324289 0.46285245 0.5525248 ] [-1.34563928] [ 0.67432563 0.76251767 0.503969 0.47210871 0.3160262 0.35286636 0.57918386 0.67233495 0.71408744 0.33739502] [-0.45720091] [ 0.38346821 0.25549797 0.73572935 0.38775882 0.5098911 0.56028316 0.49119736 0.40825444 0.3816811 0.3679601 ] [ 0.36823879] [ 0.188694 0.66247356 0.41841652 0.71761634 0.4911245 0.63938883 0.3348329 0.34645413 0.61966052 0.52971819] [-0.51470604] [ 0.68495354 0.432261 0.6240765 0.43987236 0.5392019 0.34709849 0.46023651 0.59261785 0.54915881 0.4306979 ] [-0.64834007] [ 0.48004582 0.61273244 0.43911959 0.61790563 0.30864642 0.60150447 0.29996388 0.53530538 0.46665165 0.50996088] [-0.07987012] [ 0.3802699 0.58857023 0.58441925 0.36705651 0.51609552 0.54809295 0.5092923 0.40035823 0.47729116 0.59984391] [-0.27552159] [ 0.6407502 0.59505115 0.65464879 0.50760027 0.5063491 0.46582855 0.47761192 0.58985459 0.60057213 0.49723277] [ 0.96341857] [ 0.66183942 0.62998839 0.45370848 0.51287849 0.32805588 0.32432195 0.49959645 0.53903823 0.58181906 0.52597648] [-0.58207179] [ 0.51411577 0.36393787 0.54619784 0.33702939 0.52340474 0.53833245 0.46295309 0.59258851 0.44396788 0.44493767] [ 0.0654414] [ 0.60498941 0.7460473 0.44799863 0.41268212 0.36689103 0.39242939 0.49949364 0.50795142 0.68229855 0.6171037 ] [-0.03389632] [ 0.43366194 0.62184838 0.50237638 0.50466088 0.36204769 0.45084018 0.45474719 0.48548853 0.51650363 0.52940724] [ 0.17732321] [ 0.56110758 0.50279875 0.58007653 0.41175937 0.41824351 0.48097188 0.53545397 0.6234532 0.40152305 0.40916404] [-0.40220674] [ 0.51650387 0.57431787 0.54663959 0.48129099 0.40935967 0.48604679 0.42434554 0.49692757 0.41908822 0.59909901] [-0.65335193] [ 0.4822646 0.47893015 0.51754577 0.32082592 0.4473389 0.39908148 0.48926455 0.54318595 0.47200675 0.44586104] [ 0.23014391] [ 0.73098354 0.56338953 0.60092608 0.32360163 0.40418806 0.34190601 0.55911686 0.62860488 0.64964783 0.33947835] [ 1.1694831] [ 0.65511329 0.69599697 0.56301556 0.45404724 0.40708558 0.40950572 0.53064652 0.62591987 0.5212877 0.53097249] [-0.1403031] [ 0.29862071 0.43381863 0.63389023 0.31777462 0.57162335 0.5771125 0.42303812 0.4248933 0.33854775 0.58197021] [-0.48063792] [ 0.48311446 0.66300177 0.52638526 0.7131842 0.51999379 0.63308182 0.42844159 0.49943694 0.58342782 0.50127196] [ 0.17769973] [ 0.6539497 0.71936707 0.60088181 0.44691647 0.42268139 0.42559662 0.55107864 0.59745043 0.68985398 0.46320693] [ 0.39919604] [ 0.72501028 0.67857268 0.50713738 0.27303589 0.33521567 0.36848962 0.55445081 0.47504432 0.65606865 0.46150693] [-0.19931552] [ 0.3653089 0.49243115 0.54974109 0.52080673 0.47048641 0.51371755 0.41512226 0.39393602 0.51608563 0.43784152] [-0.34521036] [ 0.53068912 0.64450173 0.51029669 0.60164954 0.42092297 0.5567659 0.4662405 0.57651033 0.54375086 0.42520175] [-0.22190058] [ 0.29089834 0.52279024 0.51847709 0.54355184 0.40942945 0.60748993 0.43400769 0.5357015 0.52683749 0.4385353 ] [-0.34295568] [ 0.42020011 0.40804518 0.66917222 0.31628656 0.41819504 0.43418899 0.47182438 0.55475105 0.44601261 0.47826504] [ 0.07795369] [ 0.44891047 0.79441749 0.46093794 0.5943218 0.35113709 0.66203642 0.48585794 0.46516313 0.6516788 0.62580021] [-1.03745492] [ 0.55209588 0.48466242 0.53233679 0.41270714 0.53568361 0.54010276 0.57371053 0.39699868 0.5199225 0.42334193] [-0.07493768] [ 0.79672984 0.53236395 0.60567821 0.19279741 0.29057217 0.30278984 0.60683667 0.61419702 0.58968084 0.36172549] [ 0.28741654] [ 0.21142738 0.43114641 0.57896037 0.53758886 0.56712325 0.78098326 0.46743092 0.31979558 0.4350069 0.54462644] [ 0.07646308] [ 0.20997051 0.57521219 0.38012866 0.66416016 0.46394227 0.6817521 0.44348371 0.5852876 0.39578764 0.49478467] [ 0.32562678] [ 0.59112851 0.63700665 0.4026002 0.46490412 0.25052164 0.32135601 0.4984653 0.63944282 0.61244596 0.2926472 ] [-0.54761223] [ 0.4491073 0.74842693 0.41577841 0.66048551 0.30031255 0.69872761 0.31657761 0.61665149 0.60895566 0.60421492] [-0.76415691] [ 0.7521988 0.50409777 0.67186717 0.43103968 0.46085046 0.36991672 0.54794058 0.69812006 0.51180658 0.33769405] [ 0.09467915] [ 0.55502314 0.47624116 0.64066793 0.54791256 0.58250513 0.52357524 0.48357769 0.47734216 0.44990009 0.49577283] [-0.31965655] [ 0.48294006 0.47306229 0.62017793 0.40795716 0.50669451 0.58625475 0.41399169 0.54630249 0.5362647 0.53328604] [ 0.68667919] [ 0.58878237 0.7196368 0.45975592 0.49737492 0.37476152 0.36157827 0.57873069 0.60427042 0.68091509 0.44958067] [-0.0943501] [ 0.3788581 0.61908026 0.35027015 0.58194974 0.413261 0.46856943 0.39516598 0.55488548 0.49745379 0.44332239] [-0.45150975] [ 0.43265462 0.56463453 0.57845409 0.35440483 0.53743402 0.48123722 0.41502582 0.56458877 0.45369632 0.67931448] [ 0.68704498] [ 0.70415741 0.72091667 0.55661303 0.37985804 0.4563653 0.42584599 0.65131589 0.61444704 0.68114276 0.41384338] [ 0.06589354] [ 0.3928787 0.71719224 0.49223905 0.64893605 0.5492835 0.61697579 0.36201311 0.3760972 0.44067934 0.66197459] [-0.84239438] [ 0.46683812 0.73110546 0.39362669 0.66597657 0.46954986 0.49868097 0.45565055 0.49637925 0.56980722 0.49934013] [ 1.28874745] [ 0.74705668 0.38329156 0.63789595 0.30763247 0.49099949 0.35199616 0.55104343 0.57917997 0.3738956 0.40894772] [-0.31649828] [ 0.31354344 0.68703455 0.33949121 0.67251601 0.38749688 0.67093273 0.36433147 0.60298629 0.61551222 0.61993775] [-0.50452731] [ 0.37700539 0.47291599 0.49872674 0.55659898 0.42942796 0.65635831 0.3467166 0.60073734 0.47749106 0.49668753] [-0.61948457] [ 0.33297573 0.70746041 0.51481896 0.52275097 0.3937406 0.64491543 0.4987916 0.57254453 0.47988227 0.52265315] [ 0.60205862] [ 0.53288617 0.59313998 0.58176211 0.35684855 0.4136217 0.4579817 0.43040346 0.4282497 0.58901002 0.42786601] [ 0.72468301] [ 0.74443681 0.67248361 0.56332842 0.40700299 0.38784726 0.32809462 0.51491143 0.73121453 0.61511616 0.49699396] [-0.30899094] [ 0.35541811 0.4172272 0.66384113 0.37236661 0.43474902 0.59744427 0.48769951 0.47242426 0.45429734 0.46789984] [ 0.01780968] [ 0.49955829 0.55350107 0.61056061 0.35510044 0.46681886 0.46877443 0.44795867 0.42084001 0.46495631 0.56039841] [-0.41051231] [ 0.41807227 0.43650799 0.42309361 0.55646445 0.43541531 0.57182569 0.41561516 0.50147473 0.37481465 0.43661529] [-0.0889605] [ 0.35733845 0.15537407 0.76171686 0.29466456 0.63094001 0.72168418 0.42627935 0.31845509 0.24744828 0.51486026] [-0.12302611] [ 0.37371664 0.71875869 0.37324801 0.66905649 0.27114984 0.53462538 0.38593208 0.57711148 0.55854467 0.58366249] [ 0.07596687] [ 0.36982491 0.80531368 0.44467705 0.71798662 0.48304396 0.75886811 0.41638588 0.5206671 0.62800268 0.70472846] [-0.32046092] [ 0.57216406 0.46150131 0.49417551 0.57550995 0.24800096 0.33440951 0.45646793 0.61971431 0.45648992 0.23501089] [ 1.06733912] [ 0.59858702 0.47471608 0.51558454 0.34523762 0.30990213 0.44216962 0.56814908 0.75477042 0.52592062 0.27506761] [-1.37804773] [ 0.36510462 0.75286677 0.35225337 0.57962202 0.37190203 0.42283868 0.49207834 0.70608165 0.70871765 0.36298216] [-0.53735] [ 0.59923004 0.47348178 0.58191529 0.42974037 0.52946572 0.54655006 0.45544914 0.63365159 0.45360756 0.47535967] [ 0.0725127] [ 0.38990095 0.56639755 0.50300569 0.66548632 0.60186569 0.80705329 0.43872491 0.54199305 0.44392916 0.5982131 ] [-0.18320155] [ 0.34599662 0.48048377 0.44447371 0.43537175 0.52154979 0.65595166 0.42127163 0.56822746 0.49939224 0.50436442] [-0.64731693] [ 0.7009126 0.62568466 0.48856847 0.46260412 0.27099428 0.42913973 0.45931375 0.48143474 0.49382682 0.5685779 ] [-0.45439072] [ 0.44948333 0.75407261 0.42989194 0.60427537 0.35203773 0.64751489 0.47806814 0.48861144 0.66459331 0.60212311] [-0.20216122] [ 0.23431854 0.37217628 0.55646267 0.59612941 0.39481289 0.73156973 0.38102405 0.41815485 0.49460407 0.43761087] [-0.42883906] [ 0.35669294 0.60856089 0.40280461 0.643087 0.38610998 0.46550532 0.47902098 0.46360842 0.57547376 0.46589136] [-0.37018105] [ 0.76433635 0.5550402 0.60256966 0.27924485 0.42952218 0.43929221 0.68779688 0.59463956 0.60319173 0.39905865] [-0.3137351] [ 0.51134977 0.52491765 0.46157427 0.51037116 0.35649989 0.63252691 0.47928722 0.63273408 0.54909073 0.39297551] [-0.00696073] [ 0.30812825 0.59202187 0.34730195 0.65199982 0.36022877 0.69041638 0.37738664 0.58848555 0.41478973 0.56567129] [ 0.10012539] [ 0.59987165 0.63332207 0.5920885 0.5170185 0.49622864 0.46416138 0.44926358 0.60701086 0.45277161 0.59759705] [-0.03961633] [ 0.50654883 0.62214171 0.5359749 0.66898562 0.35605507 0.56558519 0.442252 0.56353125 0.56823015 0.52667072] [-0.61629443] [ 0.520259 0.69812616 0.49199538 0.50533768 0.34300006 0.43707335 0.49892499 0.64797986 0.48861316 0.46405722] [-0.42348321] [ 0.464643 0.35257815 0.68824111 0.42612705 0.39628721 0.58375298 0.41120511 0.41806557 0.38936575 0.40390291] [-0.49618487] [ 0.74072873 0.70067762 0.56640036 0.36663082 0.38805494 0.58825505 0.59798894 0.61501355 0.68310494 0.54452024] [-0.54755123] [ 0.56365719 0.25827929 0.5704276 0.48830703 0.42797207 0.4986154 0.39335405 0.58440852 0.31022938 0.28952941] [-0.31200749] [ 0.38970016 0.75551582 0.34576381 0.68523995 0.28434995 0.49801625 0.37410437 0.57389183 0.54656503 0.68194951] [ 1.72140571] [ 0.64801823 0.77671238 0.39231895 0.40949435 0.28472342 0.26892766 0.51549327 0.68396425 0.71244284 0.34641629] [-0.32050956] [ 0.66651204 0.61821189 0.53956298 0.24250021 0.363622 0.44036396 0.52543264 0.543829 0.51205154 0.49099564] [-0.24235612] [ 0.80506722 0.46991438 0.6763657 0.21140012 0.50413891 0.43912411 0.62795508 0.54227718 0.50171272 0.43415288] [-0.6817102] [ 0.57741224 0.61648338 0.60720132 0.37903947 0.47769983 0.57087247 0.55567385 0.4769485 0.58685357 0.52237781] [ 0.15847707] [ 0.25834817 0.6412722 0.36458533 0.6700965 0.50489062 0.6723826 0.46507339 0.38555703 0.41969835 0.63299379] [-0.80499752] [ 0.44874648 0.60326518 0.41687058 0.52474323 0.41193919 0.52614886 0.33891345 0.54553155 0.47036532 0.5365518 ] [-0.96651853] [ 0.36651491 0.6141131 0.44270585 0.56179524 0.3558455 0.45199996 0.4098495 0.48412579 0.53095614 0.39394482] [ 0.09588763] [ 0.44511887 0.68404757 0.4386758 0.57880311 0.40718536 0.53336127 0.44141778 0.65727246 0.60766499 0.61055214] [ 0.18849805] [ 0.19329304 0.45074224 0.53426582 0.55473114 0.52499362 0.67569331 0.44040654 0.29854693 0.37601444 0.55915277] [-0.19908338] [ 0.33740553 0.68851698 0.520776 0.47329924 0.59625625 0.65656811 0.45790192 0.36435574 0.63058189 0.6184235 ] [-0.17442017] [ 0.52029264 0.55989987 0.54450903 0.59399131 0.391109 0.39643982 0.48761951 0.70176189 0.56823765 0.34231925] Progress: 43.4% ... Training loss: 0.352 ... Validation loss: 0.550[-0.12245187] [ 0.68998059 0.78655187 0.52541158 0.52099974 0.45134384 0.48036575 0.45047339 0.65860014 0.70667455 0.68274611] [ 0.01759586] [ 0.33770462 0.55349352 0.36542969 0.62174322 0.44184429 0.63716754 0.4133735 0.44702256 0.43600827 0.40285616] [ 0.47778937] [ 0.2880397 0.64566402 0.45541709 0.665088 0.51380302 0.67208377 0.42620179 0.54676453 0.47278799 0.6100578 ] [ 0.25751448] [ 0.22812498 0.63677004 0.41036493 0.55460568 0.36173512 0.58706133 0.44925782 0.57247947 0.51996691 0.48150669] [-0.05506271] [ 0.2786923 0.52718591 0.49267818 0.58940159 0.36397292 0.67276251 0.39908818 0.42888914 0.50873521 0.47324823] [ 0.38412864] [ 0.56341069 0.40380748 0.64401807 0.27238763 0.52238309 0.43109307 0.47067801 0.5045188 0.50090683 0.44741325] [-0.81898541] [ 0.32037783 0.66317609 0.42414915 0.44353242 0.36763408 0.42408489 0.41686075 0.57080797 0.57710291 0.33214507] [-0.98317784] [ 0.36585105 0.46723667 0.40636388 0.5020475 0.37654049 0.48794112 0.43795365 0.6471752 0.46168717 0.25818998] [-0.39091073] [ 0.4743668 0.55852969 0.55467262 0.38086563 0.42102667 0.53475193 0.5116077 0.47738926 0.53714621 0.53209832] [ 0.18263457] [ 0.34677864 0.49845947 0.5488684 0.44206693 0.47665045 0.70369877 0.42015283 0.37538395 0.4228123 0.52726402] [ 0.85169037] [ 0.51647791 0.59717643 0.5302595 0.59317715 0.50278358 0.46015775 0.36335567 0.47993641 0.5912442 0.38612307] [ 0.56308981] [ 0.37525826 0.58263271 0.51060704 0.56877216 0.34842327 0.65621958 0.37246627 0.29255254 0.52230516 0.60955868] [-0.46784888] [ 0.59643158 0.6885596 0.39783451 0.580305 0.30748798 0.39436964 0.39795761 0.48843936 0.5611063 0.57715923] [ 0.02803662] [ 0.23308326 0.40902985 0.61360683 0.5102019 0.41515168 0.6501268 0.46224134 0.42615013 0.43592143 0.3859478 ] [-1.14848113] [ 0.54923172 0.39952608 0.69947121 0.31951243 0.39986223 0.37251225 0.50969935 0.56551438 0.42190637 0.34371258] [ 0.14499421] [ 0.3372026 0.65797057 0.37426827 0.66967965 0.42029875 0.69427178 0.41476449 0.49341173 0.44033277 0.52967975] [ 0.18257976] [ 0.44990751 0.20816331 0.70841637 0.33679722 0.60234363 0.54205639 0.50945266 0.59871407 0.41770872 0.50094396] [-0.91390945] [ 0.54790695 0.25623966 0.73967341 0.19448668 0.49547445 0.35863707 0.53201389 0.52428304 0.37332706 0.32993448] [-0.28648744] [ 0.67168958 0.7328075 0.61006615 0.33555433 0.45706262 0.65567163 0.60942889 0.54214125 0.53889407 0.61968502] [-0.19709504] [ 0.44544795 0.63799303 0.56989518 0.4926634 0.41608052 0.50034587 0.51202809 0.6040356 0.57166914 0.4598092 ] [ 1.25164052] [ 0.47319987 0.71747388 0.42810962 0.59194725 0.21112579 0.42342327 0.44569919 0.66781685 0.55466631 0.42093971] [-1.17628618] [ 0.52210454 0.6531384 0.47720725 0.47686162 0.37707374 0.38568845 0.47215692 0.74198275 0.60552814 0.33466591] [ 0.58989895] [ 0.66845042 0.67271675 0.38532176 0.41847761 0.28260045 0.49984883 0.43371293 0.46874823 0.52665002 0.47647277] [-1.23253545] [ 0.72423448 0.77400089 0.42544807 0.59198766 0.37593212 0.24011941 0.57484887 0.7537032 0.72666716 0.52458248] [ 0.22340392] [ 0.7139898 0.57579854 0.57707798 0.48070334 0.39235054 0.46816997 0.47331407 0.70163456 0.58370624 0.37220077] [-0.04068393] [ 0.69960193 0.27981358 0.72644311 0.26323251 0.59705596 0.27845267 0.45024829 0.51661643 0.36257615 0.3768841 ] [ 0.30995803] [ 0.38435796 0.65960034 0.35871086 0.52912277 0.42316418 0.66894867 0.35415229 0.61463417 0.51586899 0.62981783] [-0.3791803] [ 0.55892083 0.60007913 0.43605018 0.57415311 0.34328225 0.52059365 0.4070816 0.41224076 0.59626136 0.48497147] [ 0.31796659] [ 0.2921669 0.73675648 0.3205498 0.47720061 0.3441093 0.57049964 0.40012955 0.5371359 0.56772592 0.55839298] [ 0.60869001] [ 0.15403128 0.62007154 0.42667604 0.69891647 0.52459416 0.69634321 0.33187353 0.40877365 0.5031551 0.56423037] [-0.45881616] [ 0.54993201 0.54226751 0.48210958 0.43190363 0.55205397 0.49347059 0.55075929 0.58244266 0.40115741 0.41536545] [ 0.85509078] [ 0.47569012 0.49559825 0.58506384 0.42729478 0.44170824 0.61871512 0.37255722 0.62973365 0.59048022 0.49214652] [ 0.6021465] [ 0.56125007 0.67839079 0.42616699 0.64213519 0.26337119 0.35984826 0.47196965 0.51539766 0.57492806 0.5375874 ] [ 0.37248109] [ 0.59384882 0.63338331 0.59008632 0.52016554 0.49994347 0.47328746 0.44598329 0.59904948 0.44905148 0.60447279] [ 1.08595909] [ 0.35380592 0.63205291 0.51053597 0.50449548 0.38173802 0.54961883 0.43601805 0.60586087 0.4398065 0.49394318] [-0.0548498] [ 0.51316738 0.56458329 0.49667014 0.50154645 0.55295226 0.64245675 0.42755692 0.54992432 0.50447703 0.55960147] [ 0.77855245] [ 0.78117761 0.79660162 0.53153964 0.41008756 0.35367098 0.47165167 0.56914987 0.60704197 0.66184677 0.60304013] [ 1.11442895] [ 0.60515353 0.6869616 0.44341888 0.48603895 0.32125928 0.36658552 0.46953257 0.56840665 0.58859368 0.46723191] [-0.15450179] [ 0.53375789 0.5651633 0.47553069 0.51555802 0.42595769 0.66165253 0.46655403 0.6120813 0.58393399 0.55543202] [ 1.98391073] [ 0.75125762 0.61903276 0.6257507 0.37134811 0.31910181 0.29712751 0.55471326 0.80337639 0.61739116 0.30603937] [ 0.60739239] [ 0.56920712 0.61468394 0.48391839 0.52537155 0.3835544 0.37022744 0.45612968 0.52295693 0.50963479 0.60108799] [ 0.66575652] [ 0.81089382 0.6379699 0.60586919 0.25010857 0.4331658 0.31656082 0.62042954 0.59070849 0.64220202 0.35869055] [-0.43600802] [ 0.5509163 0.58049384 0.6039952 0.47736248 0.50767321 0.58844548 0.42485822 0.50299921 0.45069364 0.51279182] [ 0.0984265] [ 0.20587778 0.38473424 0.48750725 0.63836438 0.471075 0.46471125 0.45835666 0.42399581 0.45646161 0.60739691] [ 1.82368068] [ 0.73340208 0.34469256 0.65059675 0.30378565 0.49445685 0.43980649 0.53300765 0.53413111 0.42204871 0.36450642] [-0.84805404] [ 0.42870331 0.62280487 0.48090042 0.54640861 0.42302125 0.33518845 0.47078376 0.63865469 0.65437805 0.29810041] [ 0.01334472] [ 0.4205912 0.69718465 0.45887623 0.61738669 0.41110301 0.61828775 0.45248267 0.44584761 0.56016986 0.51757047] [-0.39839258] [ 0.76894781 0.59030014 0.51048989 0.36207372 0.37493858 0.23173332 0.4577661 0.59345239 0.50816711 0.50483669] [-0.72949591] [ 0.78064004 0.71324014 0.50333025 0.32341933 0.2921181 0.42790611 0.57634482 0.60742246 0.74976983 0.45051455] [-0.32966619] [ 0.38551387 0.5000017 0.47672205 0.44692517 0.46727493 0.55674399 0.42121399 0.47508675 0.49527132 0.44834569] [ 0.49836985] [ 0.47043173 0.6816971 0.36053027 0.73983141 0.28594827 0.54670559 0.3966915 0.42515347 0.59822746 0.62124412] [ 0.27062906] [ 0.23419433 0.57839449 0.38854756 0.59479058 0.49233274 0.84912847 0.3772122 0.59502777 0.5373437 0.59517169] [ 0.20130806] [ 0.63250593 0.56388175 0.60963606 0.33891903 0.4343663 0.49291097 0.4431336 0.57809973 0.45069473 0.45860706] [ 0.01331889] [ 0.45743882 0.56526718 0.46502963 0.56594506 0.39187076 0.46792369 0.43232871 0.43960538 0.51177895 0.36534947] [ 0.15930856] [ 0.67236283 0.44674639 0.57103105 0.5234953 0.47117455 0.45756868 0.49657344 0.60411478 0.50419651 0.36042612] [ 0.30579717] [ 0.79806713 0.42524204 0.60690748 0.33108456 0.36437586 0.32723115 0.59391974 0.71394002 0.44639492 0.4296661 ] [-0.07221797] [ 0.46963434 0.6130167 0.50703306 0.65001794 0.44751426 0.54239161 0.34373452 0.53820396 0.50498709 0.49626196] [ 0.29083468] [ 0.53049339 0.7059089 0.45844633 0.50445544 0.38802276 0.68572581 0.45446046 0.48866535 0.51829435 0.59611102] [-0.01737702] [ 0.3826591 0.46682417 0.61256292 0.48336549 0.47434117 0.5578965 0.41547679 0.4552773 0.45932957 0.55966631] [-0.58727892] [ 0.46333457 0.64353906 0.47598822 0.51904519 0.29651492 0.4882027 0.44765658 0.49451392 0.57694929 0.4891529 ] [ 0.51314294] [ 0.51037216 0.4863626 0.48710828 0.50540608 0.37042916 0.47432025 0.54058406 0.63561379 0.48077136 0.31214406] [-0.37898805] [ 0.47514047 0.42709802 0.63051955 0.48542886 0.4522691 0.57095715 0.39326532 0.59508574 0.5395095 0.42584115] [ 0.17812389] [ 0.27630566 0.67671897 0.38509789 0.62289673 0.42153719 0.690874 0.34515967 0.63423482 0.59543171 0.59177024] [ 0.39687177] [ 0.41524443 0.56907289 0.46515897 0.42531631 0.42558578 0.53440999 0.41924738 0.56136895 0.58658252 0.38788809] [ 0.53360049] [ 0.51788727 0.576053 0.49576304 0.52917525 0.27333785 0.38049304 0.50338004 0.5909645 0.52087937 0.40804822] [-0.44128347] [ 0.47299698 0.7738388 0.38264979 0.57844223 0.3093312 0.55250748 0.34595898 0.48753073 0.55655388 0.57919314] [-0.11745053] [ 0.52873221 0.38480324 0.64675449 0.32831439 0.56299213 0.53206563 0.41078637 0.47137843 0.44732792 0.61167309] [ 0.27866797] [ 0.495085 0.62224847 0.53208494 0.67421321 0.36217037 0.58188946 0.43625967 0.54883077 0.56161068 0.53996882] [-0.20974929] [ 0.30513763 0.41371934 0.64317935 0.45310006 0.52581918 0.5018336 0.43352604 0.33199393 0.49622214 0.44431946] [ 0.11211366] [ 0.62039581 0.57410816 0.5935828 0.22142597 0.3675625 0.32063602 0.54242295 0.62006375 0.57468145 0.3457261 ] [ 0.54313168] [ 0.2530544 0.6986404 0.34012221 0.74004783 0.46645626 0.66677613 0.39626028 0.33162192 0.42990281 0.64487601] [ 0.10127277] [ 0.50611247 0.77442723 0.46517315 0.55838893 0.38185267 0.69474268 0.56380875 0.53461597 0.61443642 0.59599589] [-0.12250576] [ 0.70294026 0.70852227 0.58640679 0.54373948 0.43574284 0.51536595 0.49010386 0.63593343 0.65955425 0.55069448] [ 2.17362639] [ 0.77239862 0.58631758 0.5503463 0.26623772 0.2646642 0.29047758 0.62050623 0.79163594 0.57133076 0.24466434] [ 0.42270507] [ 0.37287617 0.63230504 0.45015668 0.55101992 0.39347861 0.70361387 0.43947076 0.70037206 0.58331703 0.55904996] [-0.0821832] [ 0.62977236 0.63635162 0.50167362 0.38141204 0.22639261 0.31564463 0.51366939 0.69859779 0.59550314 0.38373959] [-0.22754339] [ 0.80523202 0.49515032 0.60623091 0.29359351 0.39829616 0.22868661 0.58829649 0.71546863 0.61780472 0.22618888] [-0.30158479] [ 0.62261151 0.60388669 0.53507644 0.2826233 0.43011695 0.41599976 0.4697884 0.57397965 0.47123206 0.5491408 ] [ 0.15004986] [ 0.18213482 0.58563498 0.44718063 0.72516094 0.35376873 0.52297452 0.43267165 0.46890172 0.54800554 0.51922723] [ 0.06949121] [ 0.73067315 0.50711077 0.53969565 0.40803538 0.28630919 0.42471238 0.47390661 0.50546361 0.59244636 0.3735012 ] [-0.08412647] [ 0.37070146 0.7223457 0.48037701 0.60262651 0.39117204 0.58967063 0.44421625 0.58355747 0.61305121 0.47687545] [ 0.13379474] [ 0.44299423 0.39801696 0.6146137 0.34018041 0.51243863 0.54737381 0.45208444 0.61281248 0.47765402 0.43772859] [ 0.49178404] [ 0.54923402 0.46520258 0.48609414 0.46084231 0.36250807 0.32593396 0.51775007 0.52915849 0.53560724 0.33198806] [-0.08432955] [ 0.45619596 0.55559476 0.51132872 0.68731938 0.61678043 0.67397839 0.47596017 0.47770939 0.47737252 0.45113662] [-0.23087924] [ 0.51026407 0.64507459 0.40484947 0.58600885 0.37794097 0.44261688 0.37685861 0.51226768 0.55887699 0.46284148] [ 0.58755802] [ 0.15481244 0.38626232 0.63893653 0.50845169 0.5833297 0.75109379 0.42058988 0.24442262 0.40397923 0.54367338] [ 0.18972742] [ 0.41857249 0.72434941 0.33752627 0.72054035 0.32995439 0.63605186 0.40256894 0.61394094 0.54183515 0.58412145] [ -6.97589861e-05] [ 0.5160326 0.64463709 0.5052453 0.60884642 0.42941961 0.57819411 0.45836376 0.55757118 0.53495177 0.44231184] [-0.09788086] [ 0.35447649 0.6825973 0.46720294 0.65553295 0.32820832 0.64604113 0.40948258 0.43324497 0.52261358 0.59981877] [-0.22226924] [ 0.48027731 0.58047651 0.52137705 0.53695798 0.5082784 0.71175537 0.5202062 0.48553726 0.55017718 0.50755803] [ 0.64167408] [ 0.44069936 0.40165447 0.55435049 0.57436351 0.51570287 0.41708366 0.46093434 0.48204185 0.44255511 0.45564905] [ 0.72997789] [ 0.16575736 0.58211553 0.44661517 0.71244865 0.42890073 0.68454614 0.31865117 0.4274921 0.47082892 0.62465671] [ 1.15019513] [ 0.622671 0.61266109 0.56232435 0.61779089 0.46333141 0.46245692 0.37512486 0.59832148 0.59199161 0.42085443] [ 0.21932162] [ 0.60270733 0.5211824 0.48517622 0.43563138 0.4657826 0.34392189 0.612854 0.60155441 0.52170919 0.41797554] [-0.35186309] [ 0.56908852 0.40074539 0.63311576 0.4557847 0.5205448 0.53259103 0.48164024 0.52385555 0.41198839 0.36810714] [-0.12048227] [ 0.38486849 0.38202591 0.67634394 0.36111205 0.45957013 0.66382316 0.4580723 0.44233774 0.48185036 0.49267765] [ 0.35253062] [ 0.35593534 0.43028791 0.62617431 0.53421084 0.40812278 0.68444086 0.43461583 0.49814114 0.43841984 0.53671357] [-0.25888995] [ 0.34292285 0.73203066 0.36213964 0.72347961 0.35505776 0.57969809 0.42040823 0.53558975 0.46440248 0.56236139] [-0.8489634] [ 0.50918006 0.70852885 0.41368995 0.63457338 0.26659662 0.57872363 0.42198797 0.62996052 0.50087378 0.45341831] [ 1.57781587] [ 0.6956163 0.72677587 0.4070794 0.53926245 0.24328851 0.2399882 0.5030612 0.61248807 0.68172287 0.38793151] [-0.1942903] [ 0.40709809 0.47069415 0.61661788 0.48980753 0.38303368 0.60374455 0.41939578 0.4668542 0.46805739 0.45597137] [-0.69162435] [ 0.57122778 0.51821081 0.52274303 0.4772503 0.43830396 0.5073277 0.45805345 0.52191796 0.42261802 0.47128394] [ 0.28888775] [ 0.31604568 0.52145055 0.53893157 0.48965094 0.5060597 0.72214286 0.34824923 0.5029132 0.43215323 0.5717393 ] [-0.00763868] [ 0.32474086 0.4162279 0.64359366 0.55232076 0.48146628 0.43548661 0.4398847 0.46655878 0.49414701 0.61082467] [ 0.35798869] [ 0.695632 0.64265752 0.58478822 0.4841982 0.41096019 0.47267465 0.46917508 0.69552394 0.67824921 0.45739839] [ 0.47717554] [ 0.71946045 0.48659739 0.58586014 0.46091164 0.33530729 0.37097543 0.38731838 0.42053958 0.5233458 0.35585593] [ 0.08056503] [ 0.38333644 0.61403376 0.53025834 0.4127941 0.49192473 0.7570022 0.36630927 0.51235172 0.50357302 0.69278325] [ 0.00903444] [ 0.31995683 0.64366005 0.46227306 0.62888318 0.51111342 0.54328126 0.39125514 0.31068445 0.44411029 0.54009239] [-0.15216162] [ 0.68726337 0.53847664 0.50947599 0.52509755 0.31703121 0.46211038 0.41561953 0.45383908 0.5417467 0.56560509] [-0.30490124] [ 0.51719306 0.76648623 0.43559886 0.66014234 0.47485752 0.58076239 0.47435793 0.41671452 0.53788092 0.57994364] [ 0.39857075] [ 0.39750111 0.33137268 0.52831242 0.44442178 0.44852828 0.6342705 0.43211088 0.65279486 0.4980289 0.34914786] [-0.74661722] [ 0.46021088 0.51003251 0.62870669 0.39169873 0.38823004 0.39670325 0.50687842 0.61142773 0.49366368 0.3907008 ] [ 0.67200027] [ 0.5232355 0.66487432 0.44626572 0.49559076 0.2814011 0.38599954 0.44761488 0.55409715 0.59435487 0.45002359] [ 0.4319256] [ 0.45738639 0.74538042 0.32571649 0.69129792 0.25010505 0.60565208 0.32191666 0.53703559 0.61133849 0.56530695] [ 0.20963198] [ 0.35749479 0.63169346 0.52074305 0.54147144 0.38448643 0.74555911 0.45361606 0.61205171 0.41852674 0.53390107] [-0.32958758] [ 0.75653366 0.52205629 0.60482417 0.40561631 0.44613682 0.44917814 0.67390447 0.70490921 0.50169185 0.32273383] [ 0.40731159] [ 0.30911326 0.54932909 0.623238 0.53767752 0.37911158 0.66243783 0.36138962 0.46784632 0.58049347 0.56486855] [ 0.54150698] [ 0.6732232 0.3998357 0.58008177 0.32077515 0.40501369 0.38335247 0.49609646 0.63656823 0.47307632 0.3362443 ] [ 0.19874305] [ 0.4394842 0.60301063 0.52694459 0.58594693 0.4745342 0.51431696 0.47424469 0.68432338 0.50569487 0.4020344 ] [-0.95662398] [ 0.53049425 0.6003465 0.47152681 0.55805489 0.37776652 0.54951054 0.51755287 0.72017548 0.544189 0.3339746 ] [ 0.53000185] [ 0.18552608 0.53695783 0.46504197 0.47091625 0.60300068 0.70326738 0.38097323 0.3424609 0.41923627 0.64221757] [ 0.10552397] [ 0.40070177 0.58323554 0.40574236 0.61947906 0.26881037 0.38146844 0.42902455 0.45602734 0.62221796 0.33286211] [-0.13109294] [ 0.26004986 0.44416182 0.55155713 0.61485968 0.44033906 0.58088859 0.45908837 0.52638527 0.36818303 0.46177367] [ 1.15623237] [ 0.70565449 0.51182318 0.58026869 0.26616375 0.28340443 0.35179241 0.55178015 0.59555312 0.56448377 0.37678191] [-0.27338372] [ 0.47740821 0.47365416 0.63681493 0.41395616 0.61314764 0.54411075 0.43266531 0.47254156 0.56390041 0.50336562] [-0.08872858] [ 0.47415861 0.63162248 0.42930385 0.57557781 0.26036233 0.5506496 0.43660776 0.580211 0.51428222 0.40889631] [-0.24895945] [ 0.52827946 0.50907692 0.57286012 0.59089534 0.4451517 0.61303524 0.40709551 0.57308025 0.46785925 0.47773701] [-0.43136865] [ 0.51841411 0.42818027 0.62018606 0.37289535 0.59243523 0.53429984 0.45711535 0.39654023 0.35052719 0.59223258] Progress: 43.7% ... Training loss: 0.338 ... Validation loss: 0.538[ 0.69930223] [ 0.45986003 0.65289228 0.49574019 0.42074033 0.43996833 0.32339304 0.46534227 0.63580914 0.62853765 0.4615472 ] [-0.47717277] [ 0.66597739 0.70235635 0.47847842 0.29712467 0.36398781 0.31791652 0.47024065 0.63361719 0.56461815 0.46594309] [-0.05896004] [ 0.51742909 0.70264166 0.4577949 0.57152988 0.27045924 0.41109049 0.50051792 0.57977611 0.58197398 0.51917659] [ 0.15040793] [ 0.28917299 0.51009361 0.59494839 0.54762658 0.48546992 0.65302923 0.38683436 0.29289019 0.35388053 0.59695188] [ 0.18769758] [ 0.6720687 0.59061949 0.44164162 0.46341294 0.391854 0.30767622 0.63023517 0.66804038 0.53076003 0.59319448] [-0.62827722] [ 0.44933201 0.78597468 0.30924972 0.64564825 0.29768441 0.64412376 0.50751372 0.68821427 0.56867716 0.45332813] [ 0.33789702] [ 0.73234546 0.67635919 0.46579075 0.2771581 0.34898375 0.3142942 0.45733663 0.61147135 0.64544814 0.37495202] [-0.21279567] [ 0.61851195 0.64585163 0.52814023 0.53446648 0.41885476 0.51823299 0.39270222 0.71758411 0.53361858 0.4798859 ] [-0.07484751] [ 0.37081947 0.46963533 0.58919917 0.52982565 0.40697881 0.69140371 0.48241502 0.56404251 0.32652271 0.47167138] [-0.53232883] [ 0.27153528 0.52987324 0.55430847 0.63007538 0.27264311 0.38598899 0.41718042 0.66035599 0.49087008 0.33255202] [-0.166992] [ 0.41942944 0.43899632 0.60086297 0.52331963 0.57014256 0.69969476 0.51192969 0.43156257 0.37570874 0.58621802] [ 0.02045775] [ 0.3770113 0.6079687 0.5787403 0.49027925 0.57883858 0.72368111 0.42150307 0.41925031 0.50227151 0.67116679] [ 0.28206112] [ 0.63547988 0.46115095 0.51405747 0.34284579 0.42076588 0.2495366 0.56892066 0.59168833 0.50085288 0.27435336] [ 0.7457691] [ 0.50774477 0.68352372 0.4610579 0.62893007 0.49848793 0.56859913 0.51616962 0.59977196 0.59950534 0.44595457] [ 1.13542868] [ 0.78416912 0.36291494 0.66625768 0.18357736 0.40028019 0.29500914 0.64515611 0.71254082 0.45638538 0.26583783] [-0.09765917] [ 0.35930298 0.64955029 0.47772517 0.58901268 0.29252874 0.61247538 0.39731786 0.42623817 0.54246151 0.58770271] [ 0.62494765] [ 0.69562542 0.54297765 0.5102452 0.38561556 0.28247855 0.31212807 0.49170166 0.51552513 0.60543991 0.31883504] [ 0.62057645] [ 0.50419404 0.41491347 0.61203265 0.353764 0.44749388 0.34360617 0.45922513 0.46094232 0.49657501 0.31939134] [ 0.12358317] [ 0.27598057 0.58354129 0.49696274 0.64819486 0.35861077 0.72609874 0.44625589 0.52774131 0.44888844 0.45186032] [-0.60924685] [ 0.63896132 0.64115851 0.58936463 0.42189989 0.53921132 0.42310779 0.46376601 0.62549195 0.48086934 0.63187778] [ 0.28737722] [ 0.70721618 0.57650536 0.56422334 0.36163206 0.37320196 0.2711246 0.51485088 0.66560495 0.63145054 0.25670916] [-0.63938102] [ 0.78107938 0.58744149 0.50835849 0.43476328 0.29448679 0.32293796 0.45344641 0.50563748 0.60262158 0.45626241] [-0.13594283] [ 0.56455885 0.54717217 0.52909459 0.48783265 0.39130174 0.50762378 0.4827464 0.60956573 0.49157121 0.50544943] [-0.54171797] [ 0.74560058 0.62873323 0.48637822 0.47088892 0.27638278 0.43031075 0.47411635 0.53526952 0.54767064 0.54917644] [ 0.18336596] [ 0.65046463 0.2832853 0.70012403 0.20746377 0.41332009 0.3627745 0.4998527 0.63079705 0.41300998 0.26812518] [ 0.50296227] [ 0.73815729 0.54256727 0.5885268 0.4313652 0.47627273 0.39369779 0.50360921 0.54993349 0.53045442 0.45460904] [ 0.1747403] [ 0.55444928 0.58989024 0.43469947 0.42142081 0.3911141 0.59600083 0.5436227 0.73009583 0.49349077 0.44442283] [ 1.31834442] [ 0.69760569 0.59077248 0.5151334 0.50356395 0.46395194 0.28517154 0.5738991 0.63737841 0.66891204 0.22792205] [ 0.51980537] [ 0.30227418 0.80013568 0.33581772 0.59348398 0.26632047 0.63402265 0.363881 0.58141397 0.56072643 0.58828601] [ 0.22166318] [ 0.33168907 0.42527951 0.64136454 0.46063362 0.47403191 0.64969565 0.44006245 0.45315094 0.53519833 0.47537267] [ 0.27594373] [ 0.43089371 0.60205777 0.58227736 0.56083119 0.44318453 0.45131151 0.43524304 0.4566655 0.6212986 0.41795074] [ 0.77723425] [ 0.52242623 0.3855475 0.65726631 0.29071106 0.44577734 0.48003767 0.4070412 0.47143245 0.38686713 0.40694318] [-0.66059183] [ 0.73314522 0.4482379 0.65852801 0.20103053 0.36448065 0.36651659 0.58771258 0.73350646 0.5859122 0.37430624] [-0.52929817] [ 0.66394731 0.42761286 0.66816742 0.4196677 0.58088736 0.47049801 0.40623967 0.5368222 0.44594806 0.40616553] [-0.15325755] [ 0.59702579 0.43035318 0.61023101 0.28800303 0.44760553 0.41608177 0.45967052 0.51407863 0.49761982 0.34510708] [ 1.2007837] [ 0.42766851 0.47085566 0.45365897 0.52325079 0.44597408 0.55868359 0.40061832 0.49409535 0.46945436 0.45332676] [ 0.20622601] [ 0.37333082 0.62779137 0.51904893 0.46786662 0.485776 0.62223994 0.41422867 0.54024536 0.65852056 0.57812506] [-0.26580781] [ 0.45419626 0.61610122 0.42204654 0.51077122 0.45956647 0.62313211 0.33076628 0.48693824 0.42117314 0.66126133] [ 1.33040302] [ 0.57894124 0.63137153 0.4992338 0.4786969 0.30613653 0.5020725 0.440153 0.71358369 0.66080508 0.42372069] [-0.19697458] [ 0.55759592 0.60186612 0.38466681 0.36503057 0.33251158 0.51240006 0.49805734 0.49420718 0.46855757 0.47995984] [-0.58560943] [ 0.71410133 0.6517243 0.47275226 0.47632111 0.27045891 0.52330708 0.45373399 0.49730979 0.6323834 0.52172779] [ 1.24375275] [ 0.55985601 0.4997057 0.56562871 0.51110276 0.39304379 0.42570554 0.45399513 0.63419153 0.4960472 0.30495118] [-0.04810185] [ 0.39566549 0.53766193 0.5088756 0.50718863 0.56222384 0.64829662 0.49210527 0.39712813 0.32365036 0.64153697] [-0.77427153] [ 0.66342464 0.64294885 0.53169277 0.40066546 0.47374917 0.41891876 0.43255308 0.47438121 0.60099459 0.48059181] [-0.09337935] [ 0.30988324 0.43093708 0.61527594 0.49547292 0.45270027 0.54582772 0.45142769 0.40618201 0.40789622 0.46083434] [ 0.21967683] [ 0.27497561 0.60193695 0.43616057 0.54670032 0.37345962 0.65904324 0.31254153 0.45053531 0.44538377 0.50077306] [-0.45549292] [ 0.74484992 0.44111756 0.57731403 0.39237685 0.35985754 0.62405883 0.52417657 0.63843185 0.37413951 0.47627952] [-0.37401292] [ 0.58471739 0.51899586 0.5779306 0.40838409 0.48256576 0.59274922 0.44012002 0.65446254 0.63771166 0.46618096] [-0.05814644] [ 0.7153614 0.5924371 0.55899313 0.35868083 0.43822306 0.34778535 0.55537009 0.49506085 0.55401071 0.46192912] [-0.22418597] [ 0.73311693 0.74233796 0.53021837 0.51286152 0.47761959 0.4625786 0.49260942 0.59955049 0.62494783 0.57086476] [ 0.51938675] [ 0.60764892 0.61539037 0.53936011 0.4022285 0.37747636 0.42581942 0.42841284 0.58682442 0.63246679 0.52342007] [ 0.63360369] [ 0.56220049 0.61534629 0.43919414 0.40335211 0.31446052 0.47669905 0.60540274 0.77275984 0.52084477 0.32655338] [-0.61074759] [ 0.58709941 0.70614084 0.47297521 0.47839358 0.38737436 0.53550543 0.42142226 0.73455242 0.71329578 0.61113263] [-0.55633727] [ 0.54007096 0.69164003 0.45698926 0.62885092 0.54112318 0.5348429 0.33229009 0.56936144 0.4747095 0.66228998] [-0.39885794] [ 0.72004988 0.36283311 0.65068555 0.27696652 0.40037217 0.33344567 0.47884764 0.61517823 0.52580401 0.34632367] [-0.11239846] [ 0.2558226 0.32205685 0.53003545 0.47816647 0.4448544 0.60636658 0.38948754 0.38003514 0.3694225 0.3558798 ] [-0.24089352] [ 0.43657898 0.7413226 0.36993788 0.5448027 0.47008656 0.53993261 0.32195453 0.4866218 0.4858414 0.74934711] [ 1.56807328] [ 0.77847753 0.45415325 0.60563918 0.31977957 0.27059078 0.29576232 0.57723357 0.83753159 0.47393823 0.19808992] [-1.11235471] [ 0.64092895 0.49472614 0.58577015 0.28170129 0.34415052 0.4212813 0.48280703 0.7400867 0.58871099 0.32381786] [-0.58299256] [ 0.77799852 0.4547972 0.62279645 0.3462994 0.24820821 0.30965797 0.5841449 0.67592694 0.52175182 0.31032663] [-0.27135014] [ 0.44142916 0.47038946 0.47765799 0.66325288 0.51617839 0.50829919 0.40643544 0.4181149 0.27650725 0.59829749] [-1.0419171] [ 0.32492119 0.51535408 0.60370591 0.45351873 0.4097043 0.49587432 0.49767591 0.53933922 0.55554079 0.39159123] [ 1.81150993] [ 0.79359207 0.49807937 0.59298019 0.39813093 0.27080651 0.23836048 0.54156293 0.6229192 0.5489511 0.23716097] [-0.01443469] [ 0.51343045 0.67996693 0.54115892 0.30979371 0.44955616 0.45599994 0.44117928 0.49093938 0.64250344 0.53024443] [-0.14875749] [ 0.42103334 0.50445235 0.51110327 0.54183748 0.3287456 0.57684686 0.43090676 0.49329895 0.60861471 0.37750263] [-0.47092567] [ 0.41398326 0.74975922 0.327257 0.63988185 0.40343333 0.48108128 0.28425008 0.52722552 0.5132929 0.67279645] [-0.34207462] [ 0.71889567 0.56383816 0.54428296 0.47301052 0.50488267 0.42411269 0.49329882 0.52355272 0.6441563 0.33564116] [-0.97890321] [ 0.70572496 0.5685684 0.53872955 0.45199083 0.28108536 0.30816024 0.56487763 0.53639756 0.5683531 0.37478969] [-0.33643769] [ 0.52381795 0.60422765 0.54619702 0.5575444 0.57392795 0.62692461 0.4432604 0.38945232 0.48972019 0.53912272] [ 0.61085671] [ 0.68542488 0.53716773 0.56243683 0.25303941 0.3935843 0.3567109 0.519354 0.76710217 0.59061219 0.42213927] [-1.3881898] [ 0.55191855 0.28643705 0.74155258 0.26777256 0.46950177 0.35202291 0.54346277 0.57588078 0.3621046 0.31952706] [-0.70922349] [ 0.53897972 0.729944 0.44637807 0.50113244 0.47173582 0.49251529 0.47491305 0.41127606 0.44876497 0.57017012] [-0.91723986] [ 0.49439575 0.58459782 0.55035557 0.37741293 0.38913306 0.57240202 0.5294991 0.45371215 0.62367234 0.53060913] [-0.62089995] [ 0.50679929 0.57518926 0.52921016 0.55622456 0.55821951 0.65354524 0.45783199 0.51611089 0.54825043 0.47860282] [-0.82391015] [ 0.59796851 0.60785007 0.55978638 0.41990809 0.43752964 0.53611337 0.46979751 0.38060359 0.52056697 0.51066737] [-0.41414033] [ 0.37216041 0.29084569 0.53411156 0.40221541 0.5077169 0.47310706 0.4793888 0.3968676 0.34561756 0.53129375] [ 0.50720715] [ 0.19468005 0.7448901 0.34647959 0.72426305 0.51134492 0.76401305 0.33471198 0.55117011 0.5049257 0.69352791] [ 0.05434243] [ 0.46621696 0.53356503 0.42170439 0.57168235 0.44818647 0.43385246 0.47901867 0.46984286 0.55530396 0.32941629] [ 0.16166501] [ 0.25563228 0.5282116 0.50113092 0.62855144 0.51611854 0.51173677 0.40964219 0.3474774 0.3691462 0.72138134] [ 0.56243137] [ 0.66323388 0.65579492 0.45231219 0.60743057 0.26490524 0.3066829 0.46704544 0.51745143 0.58230373 0.49844206] [ 0.62417018] [ 0.41498985 0.64928283 0.3655144 0.58660143 0.33024622 0.34117972 0.48583405 0.59875337 0.52428552 0.678797 ] [-0.29419199] [ 0.43674199 0.64963101 0.42882577 0.5690481 0.49931051 0.58525977 0.4469975 0.42399518 0.37304558 0.6016377 ] [-0.64025527] [ 0.47936636 0.68594189 0.35738259 0.58482114 0.41973472 0.46593771 0.45273089 0.35986988 0.45137524 0.49637741] [-0.34207462] [ 0.71889567 0.56383816 0.54428296 0.47301052 0.50488267 0.42411269 0.49329882 0.52355272 0.6441563 0.33564116] [ 0.68502546] [ 0.20065551 0.5844938 0.52296394 0.69141549 0.40120179 0.73391283 0.29123897 0.31954484 0.4041677 0.62852269] [ 2.44170851] [ 0.66107323 0.57745786 0.53598485 0.39881375 0.22761045 0.26905258 0.51679174 0.73607089 0.5114012 0.294112 ] [ 0.10338037] [ 0.33344798 0.4072198 0.62662427 0.38197881 0.58550743 0.52543977 0.40003865 0.29683551 0.45121977 0.44999336] [-0.27805396] [ 0.31533493 0.5049736 0.5685927 0.55891466 0.46702133 0.55699614 0.40200674 0.35949525 0.38656762 0.49976846] [-0.88243549] [ 0.48254857 0.52462147 0.63899564 0.4494462 0.45654397 0.36541045 0.51515172 0.51714007 0.58162221 0.60508968] [ 1.90834124] [ 0.63462504 0.67486901 0.37225377 0.55131656 0.25988299 0.2184465 0.5213083 0.57355621 0.68883922 0.32285321] [-0.32182322] [ 0.36233238 0.68223012 0.47004992 0.65101723 0.32380769 0.63406701 0.41417975 0.44447372 0.52801439 0.58895696] [-0.35192704] [ 0.46191449 0.66167109 0.4753847 0.6380588 0.49306358 0.65442936 0.50164032 0.46630114 0.53852913 0.53296781] [-0.05983741] [ 0.38669172 0.70545281 0.36591397 0.61044101 0.45860664 0.56704396 0.29534859 0.48283473 0.45751735 0.74409303] [-0.68871764] [ 0.818643 0.47898431 0.5612527 0.36687213 0.28524152 0.38340597 0.48474678 0.5149376 0.56332825 0.35687685] [ 0.20826237] [ 0.66998715 0.63961498 0.44556856 0.56489777 0.20033773 0.18529878 0.53994861 0.78138554 0.57561518 0.45868764] [-0.8620653] [ 0.46237721 0.60851478 0.50753289 0.5337031 0.33335774 0.58342442 0.47653139 0.60097919 0.45325226 0.41618212] [-0.18859102] [ 0.51838959 0.57102068 0.48657801 0.54212011 0.45833288 0.53401961 0.47957138 0.49256978 0.5207461 0.47150427] [ 1.82133534] [ 0.67197735 0.47290954 0.61690117 0.33256765 0.34206333 0.32054283 0.47439191 0.60662849 0.5410588 0.37352378] [ 0.10338037] [ 0.33344798 0.4072198 0.62662427 0.38197881 0.58550743 0.52543977 0.40003865 0.29683551 0.45121977 0.44999336] [-0.39121669] [ 0.75598352 0.68381772 0.53350526 0.29778871 0.37163635 0.44087657 0.56836011 0.56296494 0.6090612 0.61080375] [-1.04278756] [ 0.82479357 0.69989386 0.49430126 0.34490695 0.29115446 0.43016876 0.50522211 0.58633181 0.60861708 0.56199925] [-0.29249505] [ 0.65726177 0.71572074 0.41679478 0.36262088 0.42208814 0.6244765 0.58526519 0.52849271 0.58092236 0.55199358] [-0.08665154] [ 0.62164647 0.65378955 0.62039165 0.31491458 0.47271348 0.53431032 0.68740823 0.58253597 0.57414016 0.56618479] [ 1.09257344] [ 0.7250714 0.44481722 0.57330444 0.19969208 0.30059717 0.17319149 0.59801556 0.65242423 0.54623369 0.20813278] [-0.79465701] [ 0.59787514 0.60794024 0.44805988 0.45799126 0.32081534 0.29828193 0.50308099 0.58546346 0.55475763 0.3338386 ] [-0.18556731] [ 0.3312957 0.35815295 0.62823983 0.41581902 0.46365804 0.48150355 0.42167006 0.52281822 0.37000376 0.41023291] [-0.09228829] [ 0.55756737 0.69885834 0.46210739 0.56044642 0.2745106 0.5844381 0.39320424 0.40234218 0.56449857 0.58594372] [-0.15714743] [ 0.5030987 0.4694528 0.62017722 0.47565125 0.35882682 0.55122261 0.47246883 0.56509556 0.50187491 0.41863571] [-0.64026782] [ 0.54341363 0.57758334 0.60861465 0.34012437 0.47877639 0.37963476 0.45053148 0.51580221 0.58305861 0.54714285] [-0.39574607] [ 0.45512338 0.76602654 0.36915624 0.75583348 0.25761591 0.58835267 0.3289269 0.38797809 0.59477255 0.53230972] [ 0.34755969] [ 0.21101687 0.4052713 0.55607541 0.68346339 0.55005127 0.74135267 0.35791664 0.38162629 0.41730254 0.46786825] [-0.15496809] [ 0.63330504 0.59751459 0.47472614 0.57026671 0.34835711 0.64037008 0.4778779 0.60338006 0.5483376 0.54912254] [ 0.29978992] [ 0.25011495 0.55315353 0.54283538 0.54565178 0.50834618 0.73321046 0.34053594 0.41575088 0.41810027 0.65931753] [-0.40264816] [ 0.62036368 0.60255238 0.52728822 0.3294068 0.47742882 0.53188556 0.42986012 0.56529162 0.46266576 0.49139546] [ 0.30522394] [ 0.40719466 0.64502044 0.31130078 0.70261563 0.34265296 0.45477074 0.43500941 0.43696749 0.57318457 0.7237004 ] [-0.37891822] [ 0.38887819 0.58904098 0.3948058 0.54577489 0.39880166 0.70616853 0.44630083 0.74557844 0.58514438 0.427587 ] [ 1.3926045] [ 0.69961392 0.60284961 0.50751314 0.41007829 0.26030635 0.34434579 0.51087877 0.54807863 0.60275212 0.35889325] [-0.30469312] [ 0.48246765 0.63125786 0.43181612 0.57116482 0.25685179 0.53861026 0.44105654 0.59096402 0.5193386 0.39892162] [ 0.11154317] [ 0.23486006 0.57835312 0.38876544 0.59433892 0.49150308 0.84890835 0.37750912 0.59740776 0.53794269 0.59295443] [-0.14549897] [ 0.53300468 0.56943656 0.59093685 0.51599092 0.51058623 0.70353481 0.49256442 0.43876881 0.47345988 0.59291692] [-0.29891899] [ 0.570081 0.53716103 0.56895036 0.46918453 0.5927424 0.63607296 0.44058363 0.48560444 0.365319 0.71915373] [-0.04319392] [ 0.49096183 0.37279208 0.68657207 0.28262484 0.46257987 0.5291574 0.45891157 0.37094393 0.33671228 0.45226655] [ 0.19686043] [ 0.2003283 0.71079127 0.51099301 0.64843998 0.38056965 0.71279826 0.35838622 0.38807551 0.50291413 0.61905161] [-0.367631] [ 0.38973733 0.35809246 0.61862732 0.51228638 0.40128158 0.39015258 0.49494147 0.53614492 0.46090736 0.51375308] [-0.23983831] [ 0.57354754 0.47228083 0.60514076 0.2858481 0.4232883 0.47457852 0.50908082 0.75658948 0.50085921 0.36550767] [ 0.5517405] [ 0.4717004 0.82641226 0.37976413 0.62471109 0.23904573 0.42071055 0.42871374 0.63680107 0.57973103 0.6348701 ] [ 0.19515953] [ 0.20357596 0.68106944 0.51298202 0.52223577 0.42471582 0.63607907 0.41566319 0.47936352 0.49861194 0.59498193] [-0.05398507] [ 0.25669272 0.49445238 0.53812815 0.59595244 0.44635678 0.69521266 0.45626857 0.38904079 0.51684496 0.46719652] Progress: 44.0% ... Training loss: 0.335 ... Validation loss: 0.535[-0.6978232] [ 0.45978569 0.2771096 0.71135445 0.28792239 0.50658191 0.36418228 0.5031797 0.45068015 0.39068531 0.30011373] [ 0.32880047] [ 0.26923482 0.3932439 0.52908502 0.48558685 0.62325076 0.61870429 0.424973 0.35548975 0.35105401 0.75606528] [ 0.29434354] [ 0.37090614 0.43428806 0.64039641 0.35409838 0.48785278 0.43328586 0.39816591 0.43951468 0.38155382 0.42859092] [-0.70982138] [ 0.21853499 0.58011031 0.4702784 0.60506598 0.40813051 0.58357566 0.49407565 0.57208583 0.55845713 0.38474575] [ 0.13052404] [ 0.35407006 0.5958615 0.55888381 0.50672412 0.53784329 0.71048639 0.36609868 0.37483713 0.46216626 0.65584507] [-1.25379663] [ 0.3587904 0.43754269 0.61829652 0.37417747 0.46577429 0.35708407 0.4588513 0.45730871 0.47706869 0.29502243] [-0.19326574] [ 0.41449928 0.49531844 0.43626689 0.49726267 0.38716707 0.58547046 0.38050562 0.57147594 0.41758873 0.45344352] [-0.71390971] [ 0.66934924 0.77505005 0.5430009 0.42318328 0.43628593 0.58510073 0.55342196 0.5964343 0.6962907 0.58593538] [ 0.48667234] [ 0.5238572 0.52205435 0.58386786 0.39682675 0.42365552 0.47818488 0.48534198 0.55649063 0.40199571 0.46958152] [ 0.03213892] [ 0.17939816 0.65120451 0.46436173 0.67972968 0.48161043 0.63919548 0.40394836 0.45665893 0.56872715 0.55100242] [ 0.53834059] [ 0.53811797 0.60537298 0.53021111 0.54781514 0.3067385 0.42852318 0.5503909 0.74257284 0.52734375 0.30967182] [-0.13114071] [ 0.34820712 0.4836123 0.53548677 0.36267619 0.53189848 0.62035028 0.40063911 0.55898806 0.46697752 0.57001743] [ 0.08463393] [ 0.41740403 0.74701949 0.35728166 0.70736283 0.5895607 0.68393885 0.36139997 0.56900375 0.46028318 0.73882962] [ 2.0451878] [ 0.69134513 0.5975038 0.6131799 0.30549696 0.41579049 0.47075038 0.56244067 0.55146213 0.5014269 0.43003244] [-1.19254498] [ 0.53166468 0.58708495 0.49686357 0.59116802 0.2595367 0.3971844 0.4014725 0.53070203 0.49982741 0.38417952] [ 0.90980557] [ 0.53786522 0.43910445 0.58547088 0.34184066 0.49380185 0.60048479 0.42934647 0.59920522 0.54834425 0.44734731] [-0.23289791] [ 0.46997037 0.63292133 0.42238392 0.5012594 0.39120331 0.603528 0.3586613 0.56105221 0.50917672 0.60583696] [-0.02834673] [ 0.61325038 0.65313789 0.55716108 0.64990105 0.38991975 0.50115846 0.45999875 0.58066048 0.57156217 0.51535905] [-0.41043986] [ 0.4115857 0.73042342 0.2807554 0.72383791 0.33461162 0.49358139 0.31392253 0.43434324 0.56094625 0.61873409] [-0.57352446] [ 0.73233993 0.72737427 0.5611451 0.31980261 0.3534484 0.5766845 0.62609128 0.6169516 0.60138644 0.54759914] [ 0.4301438] [ 0.41654664 0.59751357 0.48514342 0.48363189 0.35036737 0.5378615 0.52673168 0.52913523 0.57018778 0.48838871] [-0.52289842] [ 0.42925746 0.54843712 0.61114853 0.34677878 0.41636656 0.46197277 0.50271453 0.58232428 0.47522055 0.45340696] [ 0.11675583] [ 0.5729273 0.59873551 0.53301979 0.33259484 0.36811338 0.40999374 0.57739447 0.45741359 0.65226967 0.42558281] [ 0.31130706] [ 0.60832665 0.50732133 0.65825052 0.38097111 0.50459643 0.44065476 0.49349164 0.61877731 0.43628651 0.39386944] [ 0.12934202] [ 0.55839445 0.7468499 0.40037401 0.55060204 0.34678072 0.58130864 0.38132486 0.63644887 0.57649167 0.52551544] [ 0.24586587] [ 0.15639969 0.55693905 0.45460464 0.68572045 0.5385929 0.70866593 0.41330734 0.38603706 0.45451711 0.50511184] [ 0.17813984] [ 0.37250104 0.80932542 0.48648096 0.61519693 0.36740813 0.75069481 0.5110208 0.56849416 0.61570132 0.65912342] [-0.32127863] [ 0.36219041 0.46961875 0.56864075 0.2792808 0.42817735 0.42709753 0.5421102 0.53134938 0.54987644 0.37239994] [-0.45313925] [ 0.48234257 0.53354635 0.54745306 0.47594591 0.45388412 0.63004365 0.4662348 0.48076709 0.38548271 0.5276511 ] [-0.25673917] [ 0.39166307 0.73699837 0.32053273 0.65993799 0.40504208 0.60843757 0.44895512 0.56955172 0.52217022 0.5215158 ] [-0.85201681] [ 0.85158681 0.60806931 0.58447319 0.34401362 0.39839156 0.24390315 0.62556112 0.76681439 0.6230303 0.56255509] [-0.35342704] [ 0.45934028 0.41279045 0.63542469 0.2612217 0.61258443 0.44788233 0.49771453 0.4546225 0.49213082 0.41927929] [-1.10010084] [ 0.48226361 0.27802615 0.70442121 0.39155562 0.47917566 0.38162344 0.50672194 0.51161874 0.31271825 0.52176642] [ 0.28160318] [ 0.5798025 0.79346089 0.44953751 0.54590468 0.29590356 0.52996085 0.40841947 0.66245259 0.62620965 0.51754823] [-0.52738148] [ 0.66621067 0.672426 0.51311558 0.45377931 0.39780975 0.37369385 0.44813088 0.52633184 0.64330861 0.54474093] [ 1.2929326] [ 0.60287327 0.59350816 0.56589236 0.4344231 0.44705729 0.55696217 0.5047052 0.59946427 0.57344332 0.57377105] [-0.0957856] [ 0.66588241 0.67123443 0.57937903 0.39087704 0.36485855 0.5203953 0.63579931 0.65283218 0.65155391 0.48114538] [ 0.90888446] [ 0.49121912 0.35783621 0.62559884 0.35259293 0.50470052 0.431419 0.43523422 0.54515738 0.56828854 0.38854249] [ 0.3589093] [ 0.20577213 0.65983403 0.37110509 0.64701212 0.51025132 0.68160322 0.31363088 0.40802225 0.42654801 0.57216228] [ 2.03557648] [ 0.76189073 0.52547952 0.53645496 0.36273997 0.24761357 0.21484583 0.49101328 0.62853934 0.56072241 0.34723152] [-0.53822455] [ 0.29339498 0.74733368 0.34499788 0.59046126 0.27246454 0.49402078 0.44256619 0.61035463 0.60457165 0.5359109 ] [ 0.15411922] [ 0.27557436 0.56365665 0.48186656 0.59443425 0.50705795 0.83239132 0.36052719 0.58500791 0.52286436 0.61082534] [-0.59837484] [ 0.55800355 0.34508018 0.71028618 0.34131949 0.55279537 0.52610365 0.47587053 0.43079524 0.47587467 0.46916844] [-0.20868146] [ 0.40548496 0.66973281 0.5281715 0.49274998 0.47337424 0.67164216 0.50758698 0.39967591 0.59680978 0.65653141] [-0.14963827] [ 0.41551012 0.64283145 0.44116862 0.51913793 0.38215483 0.68505476 0.33478466 0.50656627 0.49134185 0.6354045 ] [ 0.00026342] [ 0.38284537 0.63381116 0.48062293 0.52078693 0.43354807 0.5820123 0.44803544 0.6267365 0.59851151 0.5239321 ] [-0.12049785] [ 0.79888773 0.80223846 0.50033459 0.36041463 0.36522374 0.42427707 0.58971303 0.65552011 0.66883775 0.55661061] [ 0.43446018] [ 0.63372477 0.52380233 0.5299274 0.40898122 0.28012784 0.40516485 0.47493578 0.59806205 0.56038997 0.36572411] [ 0.16986083] [ 0.50402017 0.67450406 0.52601637 0.44309502 0.4142787 0.40651372 0.42308009 0.61708567 0.53637108 0.56562325] [-0.60460829] [ 0.68936819 0.65937847 0.42826569 0.39285814 0.42985165 0.45024658 0.5564265 0.53865882 0.54938154 0.49561346] [-0.95199751] [ 0.55589965 0.60988016 0.62423488 0.53672315 0.44991341 0.54497959 0.42007763 0.52671714 0.47344396 0.44622378] [-0.15584473] [ 0.2259287 0.29804104 0.60262346 0.65533769 0.42999579 0.69458661 0.45181411 0.41561519 0.44280432 0.37208768] [-0.04712456] [ 0.34860567 0.5538554 0.49349056 0.57098453 0.41857622 0.64486201 0.40188371 0.47894985 0.46474579 0.59754977] [-1.23354943] [ 0.59145724 0.70098167 0.39579343 0.66039947 0.41503691 0.30882102 0.57550895 0.69734236 0.69931069 0.54950348] [-0.45581606] [ 0.68211797 0.645146 0.5120961 0.49036768 0.29876334 0.39519603 0.53155903 0.48579334 0.59506827 0.50213261] [-0.30707692] [ 0.4094615 0.72890427 0.32250131 0.69778983 0.41261223 0.62945528 0.448948 0.57691121 0.48438133 0.62123167] [-0.46338649] [ 0.67726426 0.59345152 0.5258093 0.37560919 0.43106677 0.46057706 0.45409137 0.46905246 0.59665304 0.47926523] [ 0.10373465] [ 0.33511022 0.36989806 0.59766894 0.49235941 0.50252567 0.77658257 0.32302766 0.49399639 0.36543379 0.62708595] [-0.34259712] [ 0.41196145 0.60574951 0.51147582 0.65260388 0.56664072 0.65951555 0.44408226 0.48023778 0.48378132 0.47487554] [ 0.20421576] [ 0.31131672 0.75456765 0.40620325 0.56800464 0.45294223 0.71502101 0.40100441 0.56260488 0.49744014 0.62437767] [-0.81461984] [ 0.53353537 0.5324505 0.62549593 0.33425363 0.36429799 0.38901949 0.5537332 0.68314747 0.43971095 0.32083498] [-0.46793157] [ 0.54953004 0.33621026 0.66498159 0.43152793 0.42376308 0.46221341 0.54621915 0.5422437 0.33741189 0.35802751] [-1.37064913] [ 0.53947014 0.80382966 0.33879684 0.68326626 0.20318284 0.29425745 0.47111852 0.70446662 0.61553195 0.62530228] [-0.37241711] [ 0.38164236 0.54373791 0.54829867 0.43195198 0.44711655 0.62746341 0.40363385 0.5264268 0.51383847 0.54899178] [ 0.09309848] [ 0.31208774 0.57800059 0.37815456 0.61615166 0.44662295 0.5943479 0.29256978 0.39795325 0.442572 0.58070494] [ 0.02253018] [ 0.23774118 0.38793055 0.55400542 0.53164897 0.38166437 0.74799905 0.37316408 0.43752631 0.39201085 0.47561815] [ 1.19768831] [ 0.72192581 0.41114265 0.55132392 0.22111854 0.3143253 0.20242714 0.57336185 0.67724562 0.57732854 0.20699675] [-1.61211084] [ 0.67575318 0.76594233 0.46806617 0.38627604 0.27822693 0.29111133 0.57013669 0.62009839 0.75225362 0.34803632] [-0.56107679] [ 0.55928642 0.46896979 0.6289583 0.30157397 0.6607338 0.62640411 0.34654269 0.52516818 0.3462125 0.58894477] [ 0.86428022] [ 0.7642491 0.42811272 0.63511737 0.30163203 0.37912304 0.32883025 0.60574712 0.72551603 0.41770757 0.29855284] [-0.03227679] [ 0.3093969 0.6030757 0.59564157 0.60985091 0.35934475 0.52522086 0.39809292 0.51388704 0.63088388 0.44201998] [-0.5634743] [ 0.60316339 0.55764306 0.53755878 0.57641405 0.4747878 0.39295003 0.41844034 0.61379134 0.61847597 0.47629634] [-0.5548801] [ 0.52446623 0.40675778 0.696683 0.26868851 0.43434574 0.46215349 0.5326204 0.52839225 0.4993197 0.36357311] [ 0.83088525] [ 0.85930317 0.65289882 0.51797567 0.2579222 0.20714327 0.23335338 0.57806479 0.68093356 0.66766041 0.30248688] [ 1.31506388] [ 0.6499885 0.68415162 0.5355912 0.40455734 0.3633889 0.38338059 0.63112825 0.7020325 0.68134961 0.33366559] [-0.52740783] [ 0.42258154 0.6773712 0.4402943 0.65050838 0.42506081 0.51348273 0.36706463 0.54342937 0.56821759 0.57627137] [-0.3955785] [ 0.61314025 0.52194972 0.505216 0.47721392 0.58286105 0.51889326 0.51913959 0.51238876 0.46373232 0.38076109] [ 0.57059789] [ 0.69257227 0.51916906 0.64634785 0.322152 0.44639934 0.57975721 0.58232417 0.621249 0.52524393 0.47725143] [ 0.56192818] [ 0.16135301 0.55251871 0.39050372 0.66951191 0.50410635 0.78876848 0.3398484 0.4730681 0.40318989 0.61867432] [ 0.25496311] [ 0.35514814 0.76566026 0.34452802 0.65068367 0.47008128 0.76657199 0.36968393 0.52556017 0.46922308 0.75670398] [-0.28274779] [ 0.47240694 0.55258583 0.46758904 0.50497275 0.47590909 0.58754026 0.36400721 0.41586746 0.36012411 0.61317847] [ 1.08119533] [ 0.28805196 0.68200595 0.37640684 0.50678567 0.32933156 0.47113019 0.45023337 0.66191354 0.6226592 0.33980085] [-0.5450672] [ 0.40916073 0.30909005 0.66117024 0.33139661 0.52366774 0.5477169 0.49652659 0.48108263 0.3963256 0.37516331] [-0.3174699] [ 0.30220316 0.41379367 0.64308337 0.45361918 0.52604867 0.50396885 0.43258612 0.33090646 0.49561565 0.4444827 ] [-0.8482558] [ 0.4732338 0.51457552 0.43655317 0.48701307 0.46980667 0.46138919 0.40502434 0.42566731 0.42079346 0.43662908] [ 2.0645582] [ 0.54734134 0.61570345 0.42874589 0.49801263 0.24458488 0.40758976 0.41832714 0.39910459 0.55126333 0.35662677] [-1.46229423] [ 0.7258297 0.71691178 0.552949 0.38731923 0.38180411 0.39272549 0.65324439 0.68526695 0.68983589 0.40731841] [ 0.03766833] [ 0.28564231 0.67295356 0.39464847 0.65883714 0.40182162 0.66800279 0.394789 0.60645085 0.57381811 0.57981835] [ 0.10453217] [ 0.56423414 0.6987614 0.44790218 0.54536612 0.35078679 0.50199243 0.57827047 0.63164517 0.55419789 0.51573179] [-0.68308252] [ 0.40751229 0.58368419 0.48147309 0.60826345 0.40090189 0.52462206 0.39803807 0.47893544 0.53124727 0.47436149] [ 0.62056075] [ 0.25945455 0.42271766 0.51628506 0.5164903 0.40402028 0.50614168 0.39728604 0.39951425 0.42239897 0.35876458] [-0.40742518] [ 0.54777285 0.58545586 0.46228566 0.52104441 0.32784229 0.45635562 0.42358625 0.35822875 0.51708547 0.42521431] [ 0.11924814] [ 0.42139091 0.64170465 0.52051272 0.56363353 0.61480192 0.64678311 0.40027173 0.38678165 0.37617398 0.68003509] [-0.08962809] [ 0.38465685 0.68800461 0.38106285 0.67133987 0.34774835 0.67396802 0.45193662 0.36561936 0.60665697 0.59313037] [-0.69802182] [ 0.35685041 0.59082711 0.41628526 0.50192069 0.39258476 0.58914814 0.54029476 0.68882428 0.49769463 0.44568949] [ 0.06305293] [ 0.50617726 0.68007882 0.53881337 0.31312116 0.45418326 0.46778671 0.43719679 0.48107736 0.63853717 0.53970299] [-0.1462493] [ 0.45270307 0.25604571 0.7012481 0.44066523 0.48901181 0.43925681 0.44811237 0.51168574 0.42616784 0.57528294] [-0.38120859] [ 0.34621735 0.63065157 0.44443488 0.64831698 0.35348902 0.5694628 0.31708725 0.55890147 0.56966456 0.53077362] [-0.21883611] [ 0.27360641 0.38635139 0.67119343 0.45613506 0.46005027 0.67527253 0.4506245 0.33499277 0.38272287 0.45360209] [-0.130174] [ 0.47999292 0.35422079 0.65172017 0.3119694 0.41876471 0.48793449 0.48331584 0.4703736 0.37109233 0.36433646] [-0.398258] [ 0.60094784 0.69418527 0.47707316 0.56254597 0.2904242 0.56754381 0.41593361 0.4103556 0.53799938 0.58843805] [ 0.73575908] [ 0.63733584 0.51464602 0.56386319 0.42930942 0.29671297 0.45821072 0.43537562 0.50803705 0.51247661 0.44179727] [-0.72627363] [ 0.81654842 0.63286615 0.6251114 0.35189869 0.45010017 0.41626809 0.50961774 0.68276658 0.65399875 0.45716878] [-0.37524011] [ 0.48417565 0.5909207 0.47210504 0.48004338 0.54205816 0.59329013 0.41302566 0.50901894 0.39753884 0.58750074] [-1.01124616] [ 0.42081338 0.38840574 0.5493353 0.48867287 0.39256179 0.53064437 0.5087404 0.65776557 0.47913135 0.24961625] [ 0.66757538] [ 0.17856262 0.57569725 0.44495365 0.71797247 0.52214999 0.77654443 0.35739591 0.32158789 0.38211176 0.59234349] [ 0.4567518] [ 0.75151418 0.6538443 0.52840804 0.35916731 0.30229478 0.23321618 0.52939415 0.72054343 0.57255798 0.45028822] [-0.09788258] [ 0.71234769 0.56736931 0.65544972 0.22447982 0.45889906 0.57141103 0.62975467 0.54332904 0.47753487 0.52151709] [-1.34915563] [ 0.52887817 0.61754196 0.3727836 0.56433604 0.29443896 0.23642032 0.58940347 0.65100124 0.62266085 0.49772178] [-0.12781467] [ 0.24560579 0.35947029 0.60575715 0.53715047 0.43698165 0.61109761 0.50237203 0.42103772 0.45593925 0.4473471 ] [-0.40221176] [ 0.41268122 0.31454781 0.5571373 0.44482473 0.54204081 0.55707183 0.43293592 0.59236235 0.42644038 0.36352531] [ 0.04202012] [ 0.28593856 0.33430739 0.58249649 0.42585013 0.61104468 0.54696817 0.51796391 0.29176377 0.41323073 0.70325151] [ 0.59171361] [ 0.49149507 0.46420108 0.55618441 0.37073691 0.44861404 0.51391828 0.40366992 0.57188996 0.54001325 0.38558384] [-0.039276] [ 0.32113208 0.41672065 0.55609282 0.54458045 0.55493856 0.48832834 0.37931104 0.33961071 0.50170144 0.34871892] [-0.56482507] [ 0.55586135 0.61089503 0.41632842 0.52348255 0.29068799 0.4275484 0.52062179 0.64173061 0.49410981 0.42975673] [ 0.5428044] [ 0.23607749 0.35372852 0.5779425 0.58576456 0.39343306 0.60418019 0.33609025 0.36125122 0.48909868 0.34957716] [-0.29728293] [ 0.4405269 0.55000331 0.53877954 0.49708458 0.46609043 0.59129727 0.55200445 0.52941813 0.45400757 0.57404388] [-0.20254487] [ 0.78627244 0.54745026 0.55484686 0.37299993 0.23047344 0.35019543 0.47267283 0.47979273 0.50363267 0.33909928] [-0.60172667] [ 0.53260433 0.78228529 0.37194446 0.6983612 0.24773178 0.49378043 0.34445694 0.44002917 0.57599748 0.62661229] [-0.52358919] [ 0.4051826 0.55811169 0.56020498 0.41958572 0.4420766 0.65634666 0.42915956 0.44067194 0.54088303 0.53777294] [ 0.79405993] [ 0.5558484 0.66010472 0.46111036 0.53996743 0.2648767 0.48574869 0.4303344 0.57451948 0.61118921 0.49652451] [-0.14166827] [ 0.52319154 0.52115941 0.64207844 0.42734945 0.58220099 0.78003534 0.52780384 0.46763039 0.44827694 0.6359952 ] [-0.05760544] [ 0.41543921 0.62682175 0.41792287 0.49258418 0.4855806 0.68662782 0.29601698 0.50196936 0.42365478 0.68303077] [ 0.39353631] [ 0.59765434 0.23262777 0.6655291 0.21700165 0.51083627 0.5186391 0.49285167 0.50707351 0.34746491 0.3061916 ] [ 0.75752801] [ 0.728154 0.54238312 0.55299342 0.34536436 0.35479081 0.27348077 0.43275558 0.54221543 0.49859628 0.40275975] [-0.59934462] [ 0.54198213 0.71729661 0.40882376 0.72757665 0.5027848 0.41640356 0.43352322 0.51785171 0.49129779 0.72910436] [ 0.61604226] [ 0.78052614 0.41228174 0.6089344 0.25508776 0.37932842 0.33521026 0.50879189 0.57607546 0.53936272 0.32575668] [-0.43208532] [ 0.58423757 0.49321647 0.54862949 0.40196036 0.4552628 0.58174331 0.47451536 0.67986306 0.63979074 0.40574837] Progress: 44.3% ... Training loss: 0.341 ... Validation loss: 0.536[-0.71020829] [ 0.52447988 0.47557813 0.58499461 0.39576478 0.37904812 0.45109446 0.47899312 0.77129117 0.53491633 0.334338 ] [-0.27678037] [ 0.54837977 0.64019889 0.47799926 0.53676321 0.28523553 0.4125708 0.41719196 0.60611661 0.59720982 0.40333466] [-0.27298875] [ 0.56498555 0.38494612 0.56220531 0.28854328 0.45195947 0.59584834 0.39553526 0.55257985 0.43195204 0.3860185 ] [ 0.53713332] [ 0.55842346 0.59842226 0.50187027 0.52786559 0.5060221 0.35076294 0.52627623 0.60927887 0.59345526 0.43440861] [-0.71197193] [ 0.66086177 0.3158756 0.69409302 0.33880619 0.40270556 0.50046206 0.45977795 0.57784491 0.39697021 0.39537808] [ 0.06652706] [ 0.33471523 0.52468651 0.43664056 0.42498529 0.4714589 0.64965745 0.33684769 0.43471753 0.49656267 0.48838399] [-0.28347133] [ 0.39765412 0.71245727 0.49909266 0.65540731 0.44591875 0.63646961 0.38060037 0.48536708 0.64426048 0.5621321 ] [ 1.50507495] [ 0.6872002 0.48161994 0.58772514 0.27314041 0.39766649 0.37103833 0.56408575 0.62413372 0.57889883 0.3207866 ] [ 0.23719878] [ 0.45288128 0.49461475 0.4385149 0.59266512 0.38415601 0.29716688 0.42713517 0.48847788 0.49276378 0.43338327] [-0.34616053] [ 0.61059599 0.72416284 0.44871565 0.62047957 0.34416187 0.2851807 0.48253612 0.73976765 0.65314319 0.38640417] [-0.69874022] [ 0.76618101 0.42441518 0.59953731 0.29648128 0.33438516 0.34959216 0.54838039 0.49073658 0.53448048 0.3607063 ] [ 0.41508585] [ 0.25252956 0.75147086 0.36390604 0.60090382 0.38708532 0.76577854 0.38596621 0.43059409 0.55871779 0.66920802] [ 0.95241909] [ 0.33582972 0.68139798 0.52228332 0.55221108 0.40430018 0.54168215 0.39622006 0.58737051 0.68482369 0.5321979 ] [-0.37486184] [ 0.40006262 0.64012325 0.61961012 0.4212509 0.53182074 0.54413289 0.41449983 0.54332355 0.45935917 0.57852789] [ 0.67566447] [ 0.71439696 0.70555037 0.55137017 0.45410425 0.39563541 0.60434048 0.5879126 0.62986819 0.60820383 0.59219002] [-0.14902239] [ 0.43740303 0.66795909 0.43101045 0.66928062 0.55909358 0.56331308 0.40289274 0.42857832 0.40545135 0.51137559] [ 0.2550015] [ 0.52357124 0.39415122 0.63724429 0.33890288 0.4234 0.46952777 0.47678056 0.54826444 0.4677196 0.34853485] [ 0.02815977] [ 0.26056568 0.53065098 0.47803889 0.56289233 0.43701762 0.57404362 0.39487748 0.38098775 0.50081892 0.45894153] [-1.12001263] [ 0.47666008 0.39121801 0.53628193 0.47037801 0.4478679 0.48941819 0.53677398 0.47592201 0.48316212 0.28977399] [-0.41549974] [ 0.56063572 0.21493663 0.66271803 0.30299596 0.51245781 0.5076075 0.4507652 0.43655911 0.40184451 0.29944482] [-0.91514797] [ 0.64187284 0.69964343 0.53580662 0.41062163 0.39400763 0.35659573 0.60341568 0.66136561 0.6721929 0.34619877] [-0.38502546] [ 0.57767187 0.70627653 0.46948801 0.48370822 0.39357632 0.55188894 0.41605997 0.72405142 0.7084682 0.624432 ] [ 0.13944128] [ 0.55702737 0.55824761 0.51158632 0.3800446 0.48430686 0.51522839 0.45798852 0.58775886 0.61781706 0.3989992 ] [-0.02881205] [ 0.26901297 0.55188365 0.44231091 0.55328518 0.45497082 0.72045968 0.37080729 0.63040053 0.52537722 0.56583284] [ 0.18095225] [ 0.72310557 0.60789565 0.5892778 0.37427459 0.53590059 0.36553038 0.4934131 0.55431437 0.55233111 0.54309274] [-0.1699812] [ 0.35404653 0.57404403 0.40062791 0.54954809 0.33354714 0.52677769 0.46013339 0.52444176 0.51348673 0.50458419] [-0.6020221] [ 0.59099046 0.54339975 0.60626347 0.30005738 0.42488842 0.36562344 0.51613803 0.60849035 0.60613385 0.38739453] [ 0.08762319] [ 0.6084022 0.59698754 0.5153698 0.45615315 0.33833313 0.43385564 0.4237451 0.61460175 0.52464764 0.52494129] [ 0.454698] [ 0.37002192 0.61042474 0.59115154 0.44961718 0.44011962 0.58674831 0.38817923 0.43739217 0.59068291 0.58773482] [ 0.1340096] [ 0.28081889 0.63236962 0.49695784 0.68728729 0.3584853 0.70430165 0.35715646 0.42471697 0.55104742 0.52120474] [-0.19599201] [ 0.45405565 0.67108707 0.51171568 0.68604549 0.41458851 0.56313054 0.31366786 0.53060023 0.47283369 0.63315377] [ 0.22545112] [ 0.42071044 0.26337122 0.74021009 0.36925806 0.56814543 0.60080721 0.41926772 0.43108375 0.36477012 0.47347842] [ 0.73375609] [ 0.36159259 0.5396285 0.42749626 0.58559528 0.32864356 0.39980099 0.3773372 0.46205479 0.50975265 0.39644421] [-0.26698576] [ 0.4528332 0.47952783 0.50872368 0.45937908 0.55346869 0.64150532 0.42589608 0.51315415 0.34352809 0.56910532] [ 1.0606874] [ 0.75920833 0.52027309 0.59532258 0.3527399 0.38295779 0.26360122 0.59030685 0.7266227 0.4560771 0.37932928] [ 0.23621955] [ 0.27468205 0.24820537 0.67255468 0.29425386 0.55388226 0.72366763 0.43016708 0.35316866 0.2638459 0.49748269] [-0.14473821] [ 0.37358793 0.48878995 0.41486335 0.54116914 0.36566499 0.57227097 0.40441705 0.5639692 0.42514351 0.42121443] [ 0.29151693] [ 0.29133077 0.42353016 0.57939181 0.41426044 0.56173462 0.7040408 0.37177594 0.41007811 0.36001767 0.61220395] [-0.13100394] [ 0.29806672 0.60783147 0.47443395 0.5242919 0.41817594 0.65855319 0.48658559 0.65829285 0.58082269 0.54023558] [ 0.48723746] [ 0.65724795 0.38815025 0.64605594 0.25448101 0.46349069 0.36366723 0.58597497 0.58415625 0.43196544 0.30493366] [-0.117591] [ 0.61265452 0.52347175 0.48492687 0.51034289 0.33558266 0.33779658 0.42194239 0.48017295 0.61102657 0.45802192] [ 1.29497987] [ 0.71522627 0.79161232 0.53480901 0.32564553 0.41019091 0.40225216 0.58464469 0.66063021 0.65423284 0.51644188] [-0.60562616] [ 0.41650539 0.35873454 0.63589486 0.51115759 0.38621963 0.55081883 0.39053317 0.45926417 0.40654045 0.39855899] [ 0.16113324] [ 0.38381555 0.52481137 0.59652672 0.58147489 0.55608783 0.47574497 0.39609665 0.49361845 0.53587321 0.58183944] [ 1.48348485] [ 0.65807892 0.54193759 0.48390211 0.50836627 0.3339721 0.27522637 0.56892075 0.71996927 0.51605749 0.338481 ] [ 0.2320197] [ 0.3079255 0.71806157 0.34407432 0.63118089 0.45415955 0.78565841 0.29917524 0.6286388 0.5398125 0.68801688] [-0.49644195] [ 0.51224156 0.53287419 0.5119562 0.51109557 0.34048827 0.49579772 0.46039749 0.62273926 0.45540968 0.37007107] [ 0.11169191] [ 0.32096152 0.61147615 0.39980113 0.70197168 0.38345833 0.68273639 0.3915473 0.42220215 0.38784962 0.54308411] [-0.44230388] [ 0.60107783 0.61350253 0.41007265 0.5864075 0.3622455 0.53598259 0.51891904 0.6019472 0.52321698 0.54886636] [-0.46688042] [ 0.62367079 0.67389192 0.40455632 0.55331028 0.27225172 0.46837671 0.42127595 0.51890653 0.5788036 0.49932841] [ 0.72859606] [ 0.62032363 0.65386111 0.50207472 0.53968101 0.47408602 0.64076246 0.48624745 0.6977472 0.47242886 0.50276907] [-0.04232321] [ 0.4186207 0.70823294 0.42919249 0.64902725 0.33791201 0.66522836 0.41083764 0.33494 0.6350044 0.62298671] [ 0.43199461] [ 0.43911825 0.43469938 0.63931988 0.41086027 0.52717837 0.50008906 0.33019183 0.44782008 0.48270847 0.44450101] [-0.41963717] [ 0.569482 0.6162232 0.60535463 0.38246756 0.48262744 0.58294551 0.55294368 0.46616062 0.58419391 0.53301364] [ 0.05642137] [ 0.38556851 0.77117853 0.36690037 0.61266963 0.47829757 0.5500051 0.37905748 0.33799525 0.50520567 0.65927573] [-0.07017834] [ 0.37193812 0.60342215 0.37282365 0.56588774 0.46517482 0.5578404 0.34460968 0.45181941 0.48128024 0.58400582] [-0.40553631] [ 0.46763557 0.50799349 0.63845321 0.45234392 0.50503543 0.59941016 0.38886968 0.49156874 0.40796896 0.5182814 ] [ 0.36581628] [ 0.43983387 0.79431702 0.4573265 0.59852817 0.35656045 0.676673 0.48102671 0.45331062 0.64651149 0.63755808] [ 0.89352918] [ 0.38999271 0.37270671 0.54928402 0.44164764 0.4060496 0.34330345 0.54684384 0.55429342 0.54203375 0.22189373] [ 1.94462892] [ 0.68904486 0.56319957 0.6549121 0.33978796 0.46953277 0.46560516 0.53376823 0.59721308 0.6121229 0.46398197] [-0.52932911] [ 0.30853087 0.65027342 0.40942414 0.60619253 0.4114906 0.59960721 0.49770945 0.46288941 0.6032024 0.40188551] [-0.84032899] [ 0.43273552 0.55582436 0.53721645 0.49398461 0.44355847 0.4632618 0.51341492 0.58753958 0.49117653 0.31189291] [ 0.59322922] [ 0.32193973 0.77897374 0.3605344 0.64930684 0.32747496 0.62737484 0.33367247 0.48866744 0.59964012 0.65631186] [-0.45063006] [ 0.76246911 0.60859803 0.55462396 0.40537224 0.3408599 0.37348021 0.47559851 0.49722973 0.66748684 0.41342851] [ 0.11609654] [ 0.54148031 0.80876787 0.41274973 0.58683776 0.36427455 0.5272128 0.49612557 0.62862491 0.54645389 0.68501208] [-0.23532928] [ 0.53068206 0.5566015 0.58820077 0.59138876 0.4732227 0.41160804 0.42017611 0.51183114 0.60946923 0.36303633] [-0.51357413] [ 0.49178619 0.64990151 0.44668144 0.48589732 0.33192636 0.51190948 0.40670403 0.54049114 0.55603864 0.49894315] [-0.43057932] [ 0.34558899 0.71259548 0.51019777 0.52812682 0.38666476 0.64863533 0.50099085 0.57459054 0.48470069 0.52572705] [-0.02413431] [ 0.45751871 0.5255842 0.60667752 0.36478584 0.50026848 0.5886037 0.49248151 0.45538773 0.46384724 0.57137985] [ 0.13610322] [ 0.22956157 0.40157281 0.56130751 0.53699946 0.49238552 0.69768709 0.40699193 0.41169069 0.36421763 0.44820564] [ 0.06639979] [ 0.41059767 0.6199486 0.39836146 0.61898779 0.48053628 0.73873991 0.3301957 0.56534625 0.39747043 0.63856565] [-0.45391144] [ 0.38572591 0.58456934 0.49769297 0.42288194 0.38765 0.52425413 0.42345555 0.41611436 0.4684763 0.51611548] [ 0.31658794] [ 0.43757644 0.40863828 0.61085198 0.4036451 0.49913257 0.52628443 0.41936105 0.40643509 0.45226968 0.43429516] [ 1.42188086] [ 0.74615111 0.67171924 0.56030665 0.35716968 0.42536063 0.28808598 0.62812743 0.66573081 0.63163909 0.40670456] [ 0.34556805] [ 0.35311004 0.64859489 0.40012657 0.65331392 0.42478293 0.71297332 0.41284985 0.53969542 0.45518957 0.66741365] [-0.62160466] [ 0.570228 0.40141178 0.57665486 0.45093282 0.60425377 0.56536194 0.59134101 0.39011201 0.43360925 0.39883554] [-0.1826209] [ 0.43186462 0.71210515 0.39944718 0.56642812 0.36764881 0.58064462 0.36803316 0.52758547 0.48311581 0.64968615] [ 0.16534664] [ 0.28672912 0.59018802 0.40979657 0.67503948 0.56093591 0.8011708 0.44974844 0.54552859 0.53943274 0.52392282] [-0.11081118] [ 0.44322466 0.49654341 0.57590453 0.42588059 0.42926205 0.54902525 0.59319703 0.59707348 0.39717455 0.46639083] [-0.67587597] [ 0.6293507 0.7776891 0.46553653 0.56128186 0.37458074 0.55557737 0.48814218 0.57277122 0.60986605 0.64764017] [-0.89139581] [ 0.45987085 0.50914521 0.57109397 0.45609607 0.40346955 0.58306083 0.40125414 0.63993412 0.46427091 0.43184204] [ 0.74562541] [ 0.502821 0.31494184 0.68048484 0.36254026 0.41589571 0.40053 0.46103633 0.47689268 0.4623026 0.28787454] [ 2.00802085] [ 0.63145375 0.63704743 0.46562408 0.44769089 0.37203899 0.45129136 0.54277058 0.70779516 0.58368333 0.36382196] [ 0.45636971] [ 0.20338914 0.45775029 0.54167131 0.48382121 0.55052319 0.73249361 0.37132536 0.3569456 0.41079884 0.61704519] [-0.32963334] [ 0.62919408 0.33868295 0.6445208 0.33806924 0.45563821 0.47702019 0.53742871 0.60974482 0.31203774 0.42309374] [ 0.55711895] [ 0.23758332 0.63192905 0.50899341 0.61666181 0.54819498 0.77495604 0.39440162 0.50860587 0.39113139 0.6237298 ] [-0.45405754] [ 0.49596276 0.6351877 0.45785261 0.4821099 0.42550069 0.60120129 0.47059635 0.61128928 0.57484311 0.43533117] [ 0.25604566] [ 0.21156416 0.55182348 0.42929041 0.42971385 0.46448622 0.66503441 0.41060783 0.32087781 0.5180807 0.55253612] [-0.05049665] [ 0.40674831 0.35353398 0.69699633 0.3336101 0.43807274 0.60973109 0.46221631 0.41981926 0.35445281 0.46170315] [ 0.9211492] [ 0.24814066 0.59981806 0.43541052 0.53694991 0.37060062 0.55263717 0.30837801 0.54536023 0.43647372 0.46217776] [ 0.29953497] [ 0.32282451 0.64858382 0.44961984 0.72050213 0.35232475 0.63906424 0.46483961 0.53023988 0.48787747 0.59448459] [-0.06052547] [ 0.29262037 0.60024673 0.49944401 0.50555527 0.51223581 0.55556517 0.42468176 0.34163486 0.41393091 0.5603423 ] [-0.59190524] [ 0.71531675 0.55745518 0.55737775 0.37368524 0.27309146 0.39579526 0.57364897 0.56029351 0.60622645 0.40373132] [-0.42641694] [ 0.57377776 0.40042677 0.63579032 0.45234525 0.51715917 0.52457772 0.48582865 0.53025883 0.41684258 0.36186579] [-0.47573503] [ 0.38811841 0.59082643 0.43608592 0.62254258 0.38213536 0.53952769 0.44437575 0.34789269 0.57778511 0.45093702] [ 0.53280915] [ 0.67039967 0.76891014 0.39306345 0.48324136 0.3297553 0.66493307 0.47407125 0.64576981 0.60560449 0.5381833 ] [ 0.11090049] [ 0.53320588 0.58561449 0.56819447 0.51145649 0.36599989 0.42304158 0.39411928 0.49633923 0.5786505 0.48094252] [ 0.33788565] [ 0.59626764 0.60995392 0.51708485 0.59397846 0.44261851 0.53137016 0.60355877 0.49751407 0.60450852 0.47185878] [-0.50646941] [ 0.69793133 0.60783472 0.51589851 0.39397798 0.40874103 0.45563549 0.45862963 0.48875432 0.61368701 0.47473928] [ 0.5246989] [ 0.18768846 0.65938305 0.34298806 0.66520094 0.49276469 0.59545406 0.29259556 0.36747712 0.35022565 0.65773139] [-0.02363354] [ 0.50332018 0.68354452 0.45135407 0.62024963 0.25509023 0.42569681 0.48529087 0.58812489 0.57343973 0.51232006] [-0.19949] [ 0.4006696 0.3451302 0.5632587 0.39529918 0.58274466 0.62211018 0.3918373 0.52665268 0.46824238 0.41212634] [-0.14601545] [ 0.48374796 0.27582092 0.61075713 0.37895381 0.49594667 0.46413275 0.42855748 0.46765207 0.36329108 0.37080221] [ 1.37521475] [ 0.60863272 0.55099219 0.52928827 0.56200582 0.42185018 0.47613395 0.44090854 0.58404676 0.52415235 0.41868683] [-0.47191077] [ 0.50003274 0.46759518 0.49830304 0.43815959 0.3952239 0.42849047 0.65447629 0.70201348 0.43036141 0.28233715] [ 0.04865122] [ 0.48711355 0.35365231 0.61515199 0.40321919 0.51630126 0.65094264 0.48560637 0.4889199 0.39229488 0.51171259] [-0.36083478] [ 0.59996802 0.75746776 0.39903572 0.49269709 0.31091997 0.51148396 0.48198864 0.57516499 0.66696763 0.57152067] [ 0.16140987] [ 0.39232989 0.53319072 0.47158348 0.58713108 0.52403419 0.77476782 0.49795021 0.4664076 0.46169979 0.59813209] [ 0.28360116] [ 0.3919538 0.70020034 0.34294133 0.56730559 0.412262 0.72699073 0.37076036 0.59202182 0.58793171 0.53948285] [-0.67667375] [ 0.55687742 0.33939856 0.67941321 0.35190601 0.62942288 0.41244403 0.40397539 0.50370893 0.32259271 0.52886445] [-0.07966973] [ 0.38768467 0.5013636 0.59650336 0.32247347 0.543393 0.64694444 0.38071302 0.57676204 0.42698369 0.63107228] [ 0.37530613] [ 0.3539955 0.74492577 0.39323688 0.71426978 0.32700613 0.72892451 0.39646437 0.39075851 0.59320735 0.674983 ] [ 0.64379988] [ 0.19328983 0.74492997 0.34626453 0.72398469 0.51083253 0.76370805 0.33412789 0.5513896 0.50406194 0.69208651] [ 0.07714968] [ 0.64203458 0.68785757 0.52752394 0.60425492 0.48057899 0.39807386 0.4911512 0.55495107 0.71429876 0.37614485] [ 0.31013076] [ 0.4369291 0.62505893 0.3983201 0.62321066 0.3010907 0.54548897 0.41729544 0.56593105 0.63003319 0.44250408] [ 0.01116133] [ 0.55758789 0.61283939 0.5186875 0.40619625 0.39432806 0.4384673 0.57072058 0.41010507 0.61707372 0.50499233] [ 0.13487383] [ 0.65667112 0.67217681 0.52129913 0.48915011 0.37621543 0.51717849 0.44450719 0.61594554 0.52844767 0.46319987] [-0.32429071] [ 0.56816983 0.63521476 0.3945856 0.48792789 0.50975769 0.71249067 0.45641608 0.55353011 0.46218583 0.64699764] [-0.05494327] [ 0.37550429 0.7966279 0.34012649 0.6500231 0.32800004 0.58095637 0.40136464 0.43761322 0.482944 0.68385982] [ 0.21700726] [ 0.26219356 0.4350162 0.54927798 0.65673884 0.46875844 0.58811424 0.34987049 0.37128185 0.53554046 0.35646694] [ 0.34250506] [ 0.53757838 0.73721283 0.32200636 0.4686347 0.30720364 0.56467357 0.34905583 0.58553776 0.56189977 0.51269873] [ 0.18476011] [ 0.66300909 0.63643871 0.49943948 0.46577917 0.29594794 0.52504128 0.53066958 0.54349505 0.56616225 0.54676774] [-0.2847646] [ 0.39662205 0.48624287 0.45406083 0.57143867 0.40574533 0.6098141 0.44177553 0.5112572 0.33442586 0.39683228] [ 0.30610155] [ 0.24263411 0.66870695 0.42053412 0.68145043 0.49010667 0.52710177 0.33814214 0.3291123 0.4052874 0.66586496] [ 1.06306192] [ 0.50047896 0.53309145 0.40790935 0.5499021 0.32189363 0.25135051 0.49005565 0.62145711 0.4825421 0.54572537] [-0.11126309] [ 0.53938854 0.64273587 0.43194035 0.59722915 0.52260725 0.70853377 0.43858151 0.64580235 0.49258764 0.5840258 ] [ 0.51868423] [ 0.4086097 0.80353608 0.48280848 0.64664494 0.4365992 0.72605582 0.41240087 0.55197264 0.56666127 0.67256527] [-0.21554794] [ 0.5046252 0.56186054 0.39417179 0.59930279 0.47519596 0.68707945 0.44657925 0.52949013 0.41697335 0.6142306 ] Progress: 44.6% ... Training loss: 0.332 ... Validation loss: 0.533[ 0.2771663] [ 0.26062794 0.57171806 0.51245071 0.53983762 0.57488154 0.63683341 0.36184071 0.36183571 0.39505742 0.67707061] [-0.26316521] [ 0.4515868 0.19686756 0.70480614 0.27126715 0.6363745 0.45821626 0.43627552 0.43460076 0.3899669 0.32635321] [-0.17600505] [ 0.43492249 0.50785514 0.62781913 0.4685857 0.3868653 0.56395229 0.41504471 0.45436913 0.46636349 0.54407006] [ 0.21946892] [ 0.73034412 0.42861242 0.58191082 0.33829118 0.47374814 0.30244505 0.53671571 0.55643712 0.43665069 0.40570951] [-0.06930013] [ 0.58961873 0.63174079 0.45130346 0.41548793 0.42287059 0.54229278 0.4327729 0.53765094 0.56469877 0.46938741] [-0.71293494] [ 0.51613372 0.69196186 0.39431409 0.6605477 0.31667893 0.43936574 0.39113494 0.38105824 0.50387766 0.51588458] [ 0.53676314] [ 0.26033781 0.36886183 0.64558391 0.55522749 0.48354648 0.69415273 0.32343701 0.28894589 0.29179668 0.5572881 ] [-0.30913285] [ 0.69697227 0.4398489 0.59660257 0.43160796 0.48761694 0.43581527 0.50465455 0.53927702 0.4167388 0.47688361] [-0.72831654] [ 0.39200011 0.78357671 0.33795408 0.66173417 0.27911456 0.47448901 0.41715469 0.50638261 0.53571175 0.55205671] [-0.19444828] [ 0.42560963 0.28241189 0.72051062 0.27136235 0.43607927 0.55540166 0.48371381 0.44642898 0.33415599 0.35665451] [-0.07696756] [ 0.33690763 0.42626726 0.61476415 0.37823988 0.47060325 0.47345332 0.43747744 0.52042867 0.40740823 0.43242785] [ 0.16824767] [ 0.31601677 0.40331344 0.65611538 0.37416372 0.52346167 0.59141586 0.43242268 0.41913132 0.31358548 0.52083099] [-0.0981255] [ 0.27123394 0.63145159 0.36839674 0.64154339 0.42983695 0.56249414 0.4412055 0.54848062 0.47429991 0.5738685 ] [-0.24883001] [ 0.53856547 0.66004948 0.46266945 0.6490918 0.24514091 0.53348168 0.33528607 0.38363916 0.5112564 0.48903202] [-0.09401911] [ 0.38592711 0.71724361 0.40771738 0.5515622 0.41693885 0.70574035 0.40374947 0.49814476 0.5665732 0.71427078] [ 0.10714135] [ 0.54604347 0.71226263 0.40501699 0.65065423 0.4170719 0.59912193 0.37938003 0.59057667 0.51393218 0.65023116] [ 0.38339979] [ 0.21483398 0.30406614 0.62867251 0.37624656 0.66205745 0.6966665 0.38054059 0.29310732 0.29603885 0.56801502] [ 0.09170268] [ 0.33510403 0.63492802 0.4411065 0.57368696 0.39208832 0.71452353 0.42427197 0.6971458 0.58071718 0.56325464] [-0.25479052] [ 0.35556646 0.53315528 0.5172468 0.55485308 0.38523601 0.6477266 0.37348799 0.56322863 0.52187997 0.53078043] [ 0.73348726] [ 0.69694961 0.65560348 0.56257619 0.26656857 0.36800291 0.4498309 0.6128554 0.55272126 0.64524822 0.51851876] [-1.50735695] [ 0.64967031 0.63508391 0.57324898 0.42314764 0.37215432 0.35732257 0.57187692 0.63062802 0.62728678 0.31037974] [-0.14767002] [ 0.53191738 0.69218675 0.49362978 0.51580731 0.47275354 0.52833432 0.44645686 0.61065662 0.5858162 0.52546773] [ 1.85064259] [ 0.67121519 0.4874422 0.56242931 0.36265794 0.26494941 0.33802582 0.48896646 0.58276162 0.43032532 0.33016618] [ 1.03440774] [ 0.6227253 0.62497948 0.55021607 0.31756672 0.38436813 0.42213275 0.50332345 0.43774107 0.62630707 0.48750412] [-0.53918229] [ 0.71579795 0.51768452 0.57026823 0.30876422 0.40271706 0.42701949 0.49657013 0.47818694 0.45692657 0.43445347] [-0.08843314] [ 0.29838076 0.72257391 0.34337823 0.64902381 0.46648822 0.60556296 0.43445325 0.40814963 0.45030474 0.55974208] [ 0.09914175] [ 0.75779385 0.50296479 0.6083291 0.25961318 0.37819529 0.3267343 0.50765756 0.63242448 0.6130865 0.38642612] [ 0.58876282] [ 0.22549233 0.70923365 0.39309374 0.67977553 0.59956311 0.72754287 0.36541952 0.41941353 0.38240808 0.69646679] [ 0.90785995] [ 0.68450976 0.82350394 0.39365964 0.43336704 0.24986555 0.33398597 0.59101197 0.69007862 0.78890256 0.39856573] [ 0.28106191] [ 0.21562537 0.63648991 0.47211287 0.54991952 0.45798746 0.76827864 0.33971822 0.47055768 0.58780195 0.61774222] [ 0.56304339] [ 0.53329796 0.49809585 0.47134379 0.41209288 0.44993611 0.37021787 0.53542283 0.69834812 0.61160482 0.34933147] [-0.03963311] [ 0.32338782 0.62655385 0.38346696 0.68791661 0.47113401 0.78232702 0.37797732 0.55579577 0.49373956 0.52751683] [-0.46170305] [ 0.41083897 0.6921641 0.3931795 0.68326461 0.26912682 0.67883165 0.42072756 0.65255852 0.51785423 0.53913425] [ 0.64217416] [ 0.3571618 0.46293494 0.5256013 0.41472176 0.41326329 0.55045736 0.3904175 0.55818678 0.34194987 0.40093889] [ 0.56543375] [ 0.59253455 0.3510383 0.67743936 0.29877934 0.52144971 0.54058434 0.4509316 0.50340146 0.48457428 0.48926525] [-0.21079115] [ 0.50173916 0.53698461 0.40644581 0.46824947 0.29652101 0.49828974 0.43648288 0.45903652 0.44450137 0.42338692] [-0.20214223] [ 0.81860599 0.41559389 0.60864692 0.3104903 0.42315349 0.51564217 0.53245402 0.63300272 0.4800418 0.38816883] [ 0.05613058] [ 0.46453688 0.45620171 0.60870395 0.44665346 0.41832891 0.45319198 0.44728613 0.44133026 0.54564187 0.32381761] [ 0.41358138] [ 0.69941376 0.55032024 0.57782007 0.56651038 0.41321727 0.48488634 0.4652512 0.67038359 0.53203047 0.4226363 ] [-0.02313741] [ 0.62069842 0.51308853 0.58185637 0.35501595 0.32347835 0.31803274 0.54420551 0.64825891 0.51260318 0.24962217] [ 0.06666829] [ 0.36625209 0.56342031 0.47384057 0.55174793 0.32595983 0.64772607 0.42737444 0.51788229 0.439236 0.49956457] [-0.08852775] [ 0.37767454 0.48434784 0.48059424 0.49312976 0.51158229 0.64180419 0.37654951 0.56816728 0.55912187 0.44724035] [ 0.44760086] [ 0.21488239 0.5954991 0.36781561 0.62266496 0.4142377 0.65013378 0.33835518 0.42492011 0.4210763 0.77838885] [ 1.98326709] [ 0.64624654 0.59433351 0.54176587 0.33504587 0.2630921 0.35779165 0.46447484 0.52124262 0.4613001 0.37243809] [ 0.59194094] [ 0.67509308 0.34663816 0.678578 0.20757274 0.39052172 0.35508319 0.51456804 0.64888559 0.46348566 0.27839714] [-1.01388175] [ 0.32126194 0.5152037 0.60365841 0.45333346 0.40953015 0.49683059 0.49656913 0.53812772 0.55494673 0.39083929] [-0.33273596] [ 0.36165827 0.4737749 0.55880821 0.37499242 0.44706007 0.54369037 0.48287187 0.40450682 0.53918221 0.42859332] [ 1.58481933] [ 0.49784875 0.54638442 0.57534847 0.4883165 0.46633097 0.43275615 0.40872827 0.60160432 0.64010739 0.41487532] [-0.783305] [ 0.49554581 0.69029861 0.47899869 0.63355605 0.23967959 0.52548141 0.38192146 0.43957638 0.54548005 0.45502571] [ 0.19568865] [ 0.30652006 0.68057451 0.41193653 0.67641901 0.33104458 0.63697584 0.39654956 0.58475263 0.49856282 0.52815286] [ 0.50557875] [ 0.2161688 0.62292233 0.48577531 0.60999171 0.45288809 0.65710297 0.37479461 0.44418925 0.61125076 0.55630978] [-0.3073977] [ 0.29284199 0.33285672 0.53582079 0.5339657 0.52582646 0.58080009 0.46653494 0.56361519 0.2674282 0.41385792] [ 0.3047962] [ 0.37290777 0.44107215 0.55105317 0.3063475 0.53734031 0.71147657 0.39685735 0.40055233 0.34109609 0.57173966] [-0.12461621] [ 0.40320143 0.41921449 0.56168128 0.33112414 0.50416481 0.52761831 0.40950723 0.45135773 0.35404755 0.46843334] [ 0.23199382] [ 0.27815602 0.7665932 0.38152675 0.56926722 0.3075194 0.7219771 0.37577636 0.50170546 0.5239132 0.61720198] [ 0.34018267] [ 0.68488572 0.56869272 0.50332079 0.36201801 0.40061103 0.27696441 0.45916749 0.49911869 0.59520539 0.31671898] [ 0.06622309] [ 0.36881217 0.32606553 0.57131442 0.489107 0.53241781 0.72024549 0.39773583 0.51891693 0.33146888 0.64433148] [-0.70033346] [ 0.45489974 0.53306062 0.52926966 0.55922515 0.40278277 0.51770953 0.38945894 0.43016053 0.48937018 0.45080731] [ 0.19184149] [ 0.27049927 0.57539205 0.4412752 0.67397662 0.47356731 0.54412704 0.46343132 0.43955706 0.49641756 0.41496646] [-0.12669902] [ 0.47944967 0.35408956 0.65273362 0.31118994 0.41778692 0.48696571 0.48459457 0.47153254 0.37265032 0.36217726] [ 0.31416496] [ 0.63212689 0.64670084 0.62347442 0.43483032 0.41975588 0.47436598 0.5677954 0.61190344 0.65763023 0.44879383] [-0.28464567] [ 0.46263218 0.72066078 0.3636162 0.50101453 0.43947276 0.65877078 0.44318562 0.45332714 0.58731952 0.6817537 ] [ 0.67280863] [ 0.71474799 0.66291244 0.51598277 0.34540889 0.28748184 0.44557438 0.50884179 0.46572814 0.5494141 0.5003324 ] [-0.12325714] [ 0.34783644 0.48349527 0.53599447 0.36185303 0.5312251 0.6195148 0.40101948 0.5598813 0.46755253 0.56847608] [-1.40606663] [ 0.55800283 0.67064879 0.46770788 0.51759457 0.28878168 0.34097051 0.41625351 0.63035836 0.5517622 0.39003973] [-0.03066408] [ 0.38371064 0.6122914 0.47399007 0.49904566 0.28951475 0.57358688 0.45611754 0.49924691 0.56038673 0.40510273] [ 0.45062604] [ 0.63302077 0.49475924 0.5827612 0.33092597 0.41274118 0.58346621 0.57295656 0.56593593 0.40126447 0.50199297] [ 0.80969484] [ 0.59030632 0.59949123 0.58402804 0.51136493 0.44142616 0.47888607 0.43677594 0.63397653 0.46422085 0.43461661] [-0.65920305] [ 0.59701093 0.67023343 0.42063996 0.71204324 0.42455309 0.41528875 0.43729124 0.6616398 0.57592319 0.67758219] [-0.09977428] [ 0.52658617 0.77958815 0.44531451 0.67366108 0.37231143 0.57411928 0.38870938 0.60867771 0.64133811 0.54524805] [ 0.12266166] [ 0.46110847 0.4863671 0.520287 0.32202059 0.40284274 0.53243304 0.43720136 0.60778159 0.47292334 0.3641671 ] [-0.01419381] [ 0.29370018 0.273059 0.67800796 0.4012914 0.5801603 0.64212291 0.4052617 0.33548348 0.3773121 0.445326 ] [ 0.76085143] [ 0.45776712 0.67153725 0.435318 0.67926826 0.2284363 0.43157353 0.42569044 0.47543118 0.5885464 0.44621356] [ 0.68089376] [ 0.5536046 0.61948872 0.40448479 0.59297248 0.39905226 0.38839927 0.45200003 0.41101736 0.61163674 0.66928016] [-0.31877309] [ 0.43996793 0.3520945 0.68892141 0.49532921 0.47488102 0.57330355 0.50653649 0.40845721 0.42022703 0.44962241] [ 0.32557972] [ 0.37237369 0.61029516 0.59224851 0.44771413 0.43771393 0.58165818 0.38989574 0.44176393 0.59268266 0.58355219] [ 0.35331326] [ 0.21779079 0.29525894 0.62496532 0.44583865 0.59848286 0.63519187 0.49620351 0.28115536 0.39470798 0.70866623] [ 0.08272714] [ 0.49325443 0.64951347 0.4645893 0.51672581 0.36395995 0.50102669 0.49169221 0.67969615 0.51683141 0.4882266 ] [-0.24552454] [ 0.50236294 0.29553651 0.54020537 0.53484856 0.46155997 0.68516085 0.43540388 0.52589252 0.39750547 0.4387872 ] [ 1.1365493] [ 0.68947217 0.65745416 0.48853096 0.34074979 0.30872649 0.3080844 0.51308184 0.62363796 0.62633598 0.37163966] [-0.0264331] [ 0.78273607 0.46612706 0.68473414 0.4169394 0.36462862 0.27484626 0.50949369 0.73144304 0.50098085 0.24669946] [-0.51458955] [ 0.36892531 0.65083195 0.43196614 0.57365538 0.38576391 0.48624878 0.35796441 0.44450463 0.55788558 0.60992367] [-0.09650171] [ 0.3920773 0.73218955 0.30059334 0.69242041 0.27974745 0.40962251 0.52991814 0.65753605 0.59404159 0.64577511] [ 0.36063343] [ 0.36879593 0.36559468 0.59797424 0.35469665 0.49173494 0.52399711 0.36963272 0.52437086 0.43637847 0.40573169] [-0.60207066] [ 0.60377298 0.44276627 0.66705785 0.22112042 0.38283684 0.28877754 0.50817623 0.5522516 0.50679889 0.28484787] [-0.26292638] [ 0.60228867 0.66250484 0.4599223 0.60553599 0.18438354 0.29588039 0.44584883 0.68148941 0.62962465 0.30620102] [ 0.33270349] [ 0.72444699 0.57995665 0.5536087 0.30620915 0.26777925 0.3108478 0.53034566 0.59658449 0.60333322 0.37863986] [-0.24153872] [ 0.39035271 0.73688093 0.32048812 0.65952054 0.40441987 0.60858407 0.44875202 0.56956945 0.5224231 0.52093545] [ 0.22114047] [ 0.29315251 0.63381379 0.53051955 0.52011562 0.4101917 0.61674968 0.41251762 0.48738472 0.45358389 0.57597988] [ 0.4863746] [ 0.67104926 0.57969997 0.52298137 0.50370677 0.36898266 0.42883168 0.56507108 0.64434923 0.52025521 0.53003605] [-0.3074781] [ 0.58666118 0.69305634 0.47777687 0.54395266 0.26200007 0.53206586 0.44558369 0.48907038 0.54553239 0.48207036] [ 0.16173391] [ 0.21648511 0.43453298 0.50390513 0.6614224 0.49628351 0.61771546 0.43993453 0.44327536 0.4927486 0.50559625] [ 1.94626634] [ 0.80959356 0.51652192 0.58750225 0.21285493 0.35317302 0.20235267 0.55347197 0.64595076 0.58753146 0.25238414] [-0.39041564] [ 0.72849216 0.64220665 0.48181757 0.52985586 0.36850638 0.5140022 0.51131268 0.61446203 0.57534835 0.60469369] [ 0.11174901] [ 0.487497 0.43252097 0.60571895 0.44772347 0.42881424 0.50171615 0.46034065 0.51464084 0.44774425 0.42340012] [-0.0326998] [ 0.53518402 0.4951647 0.68294331 0.47844027 0.54977516 0.5399074 0.47226749 0.5607237 0.5328276 0.50445427] [ 0.7118553] [ 0.62663133 0.57424521 0.55572416 0.43516616 0.34174834 0.5324606 0.50046171 0.59219952 0.54158629 0.40776119] [-0.01429228] [ 0.47520997 0.72942049 0.37962682 0.76304865 0.50703853 0.61240556 0.36049155 0.60173422 0.51747648 0.82580251] [ 1.18410273] [ 0.66544548 0.70814473 0.43377786 0.45760961 0.25331254 0.39281377 0.53620117 0.75801316 0.63356521 0.3823837 ] [-0.2691542] [ 0.32863126 0.36363039 0.70268363 0.39304282 0.44377378 0.62621963 0.47337975 0.49100591 0.35777761 0.46499878] [-0.30637118] [ 0.65954453 0.53449849 0.58538599 0.50969742 0.36943073 0.35451739 0.52767544 0.64911321 0.57814196 0.27676453] [ 0.16564635] [ 0.48519519 0.61703278 0.47235094 0.44830032 0.31326912 0.47376905 0.49426086 0.58642715 0.64956376 0.48836505] [-0.14556487] [ 0.41798017 0.64503971 0.41978491 0.50133162 0.35543252 0.58022118 0.41228842 0.60623944 0.52913964 0.47306926] [-0.31259499] [ 0.40100422 0.39980632 0.57933351 0.44554751 0.52891745 0.66382198 0.41329754 0.524425 0.45884402 0.60088176] [-0.00775954] [ 0.43415802 0.69226024 0.53343488 0.64726473 0.42935177 0.56617766 0.45581355 0.54774647 0.55869876 0.57484918] [-0.33658394] [ 0.51491579 0.43216164 0.51007843 0.35445101 0.39884877 0.5841437 0.5143305 0.60626731 0.35956552 0.40232449] [-0.18929489] [ 0.56364678 0.64263296 0.48615187 0.4328699 0.47405754 0.44493171 0.48052852 0.43135363 0.63549202 0.60171363] [ 1.96282157] [ 0.81618968 0.55588726 0.64066754 0.44604139 0.39263655 0.28081085 0.55662884 0.7453952 0.57752377 0.25651569] [-0.18340358] [ 0.76159933 0.68454861 0.54203496 0.415394 0.3659724 0.4625901 0.49669038 0.64614184 0.55716843 0.43824156] [-0.47190794] [ 0.67932434 0.56293033 0.61729565 0.32102825 0.33071186 0.39709134 0.57405161 0.76487975 0.60643062 0.40552144] [-0.73370051] [ 0.36916944 0.67965883 0.50013394 0.53070991 0.35968828 0.542745 0.48642072 0.64300761 0.47090415 0.46379567] [ 0.37444007] [ 0.20399254 0.65969216 0.37112478 0.64629491 0.50956845 0.68207104 0.31309458 0.40831324 0.42631158 0.57103357] [ 1.83743966] [ 0.76445961 0.75357791 0.44201921 0.51797006 0.18844772 0.22087584 0.50584375 0.70627489 0.67018266 0.39681542] [-0.26521744] [ 0.46192414 0.75612856 0.41049477 0.60795719 0.29563417 0.48033552 0.40681981 0.58464485 0.62728765 0.54642163] [-0.04082358] [ 0.29257313 0.69405891 0.32887391 0.72999266 0.38911407 0.5470652 0.40122916 0.34264321 0.47165943 0.56370827] [ 0.254387] [ 0.22588167 0.55798072 0.38203522 0.58456578 0.40272981 0.76059966 0.37295813 0.44174794 0.36769103 0.54856487] [-0.2682406] [ 0.58224796 0.69562545 0.51481768 0.46762662 0.49618738 0.56410917 0.51393593 0.53644003 0.53031399 0.70376557] [ 0.02116826] [ 0.44237382 0.73766843 0.41468517 0.62525026 0.27594707 0.4195041 0.49752516 0.5895714 0.55588029 0.63779699] [-0.20209124] [ 0.69925264 0.44884763 0.57860329 0.45881899 0.52002889 0.37462715 0.46129361 0.53732903 0.53522612 0.40927688] [-0.61013056] [ 0.46262692 0.75461789 0.42981568 0.51833635 0.31891848 0.62195744 0.47346056 0.47315778 0.69792464 0.61112105] [ 0.4600079] [ 0.46947052 0.72682839 0.48706189 0.65642252 0.41305645 0.6002861 0.48858935 0.61678243 0.58356458 0.61014662] [ 0.22235905] [ 0.50949479 0.6315966 0.48759089 0.5695479 0.29990878 0.468917 0.50774808 0.47779798 0.56204262 0.53116185] [ 0.05724626] [ 0.62550682 0.76271035 0.54167803 0.45360676 0.35501568 0.57566906 0.58979043 0.66164934 0.6110609 0.55995883] [ 0.09551169] [ 0.80264974 0.58966094 0.50589593 0.33644411 0.2805495 0.29251471 0.51257665 0.51546403 0.6136305 0.34011088] [ 1.1613143] [ 0.63301231 0.74306813 0.36852657 0.53273284 0.25480849 0.34687057 0.48144797 0.63190537 0.57311082 0.42098943] [-0.32508949] [ 0.42007245 0.22739635 0.68071305 0.23390972 0.56578861 0.60819655 0.46906047 0.36017119 0.27328479 0.4153653 ] [ 0.29374691] [ 0.30837413 0.72587645 0.35334446 0.68518841 0.25793588 0.6013436 0.3891523 0.5948497 0.56769915 0.60396814] [ 0.33140305] [ 0.63193817 0.46117881 0.51351393 0.3447522 0.42341769 0.25589164 0.56792131 0.586207 0.5000221 0.27960007] Progress: 44.9% ... Training loss: 0.377 ... Validation loss: 0.559[-0.009726] [ 0.41674359 0.4461133 0.55247914 0.56338524 0.34097727 0.49083884 0.50623505 0.5013084 0.52734994 0.35912502] [ 0.69708353] [ 0.61956825 0.59695074 0.42114896 0.60719774 0.25592887 0.3181871 0.4550545 0.6312918 0.59090188 0.56970846] [-0.19834924] [ 0.43090146 0.73303054 0.36750328 0.70252762 0.36573617 0.51738264 0.36597 0.33819362 0.46274103 0.71828675] [-0.04286362] [ 0.25077842 0.46974165 0.57885475 0.53525196 0.40382748 0.66410023 0.4352112 0.41500714 0.43798672 0.42316954] [-0.3386302] [ 0.25772438 0.59565117 0.4141684 0.59066646 0.42746292 0.6019179 0.47471297 0.60860773 0.60654648 0.47704965] [-0.31534055] [ 0.44053028 0.66337353 0.4746297 0.58692001 0.45513167 0.43691447 0.40720243 0.59845146 0.59730897 0.42351045] [-0.12712262] [ 0.34381429 0.52938468 0.41576884 0.70899613 0.47889647 0.65253834 0.39675711 0.48153922 0.30929328 0.57969407] [-0.32730383] [ 0.38805503 0.32378598 0.63353173 0.50073459 0.41204164 0.53918271 0.42375318 0.40944919 0.4047587 0.43372309] [-0.19263937] [ 0.73280981 0.60753934 0.59411968 0.36722944 0.52732271 0.34791991 0.50189702 0.57121609 0.56124152 0.52579932] [ 0.05153675] [ 0.33574595 0.69304821 0.44911249 0.32726539 0.49551436 0.67337939 0.43244129 0.38438873 0.47263227 0.64665429] [ 0.12001927] [ 0.64188842 0.56467598 0.60171958 0.27348588 0.36937813 0.43883351 0.62354004 0.57350937 0.62878 0.45899528] [-0.53233376] [ 0.26064927 0.39763286 0.60815495 0.5028278 0.46140737 0.55719997 0.40866357 0.33628006 0.38124376 0.37067872] [ 0.28062611] [ 0.34814447 0.65333078 0.48090997 0.64302238 0.49079811 0.67435812 0.38642855 0.56584048 0.52631881 0.62847868] [-0.45714829] [ 0.49554791 0.68762298 0.3150079 0.53368476 0.26931604 0.49262004 0.43311851 0.56382058 0.48110863 0.38783372] [-0.06156057] [ 0.23339375 0.58670591 0.35762968 0.70871576 0.493795 0.74800056 0.41354415 0.46049414 0.46284287 0.4500702 ] [-0.44412239] [ 0.535186 0.5553687 0.48931759 0.55025107 0.3938159 0.54547003 0.45750435 0.43895233 0.4426919 0.43417265] [-0.72054631] [ 0.73845013 0.3818972 0.65582003 0.30112678 0.47265482 0.51001785 0.50486448 0.65572074 0.46981331 0.42121657] [ 0.81685045] [ 0.70679393 0.51586883 0.62367463 0.44629045 0.45834073 0.30692175 0.50407139 0.64638701 0.52820653 0.3999461 ] [-0.67464214] [ 0.42460252 0.72316299 0.55740466 0.56450428 0.3867388 0.6352822 0.45518786 0.49590385 0.53562335 0.52032006] [-0.29267576] [ 0.27142774 0.4323059 0.47137138 0.59628406 0.47179862 0.66903043 0.51941957 0.57462086 0.38997578 0.45233224] [-0.44484218] [ 0.51725915 0.44831463 0.53649297 0.56050391 0.41069552 0.65506682 0.54010168 0.5333173 0.38578608 0.47390016] [ 0.05626039] [ 0.3012707 0.33805691 0.54126425 0.29974812 0.54191745 0.43912745 0.41980679 0.48514455 0.33953132 0.34351279] [-0.82442229] [ 0.46447391 0.79866243 0.33759126 0.56943731 0.37359616 0.45394178 0.38636878 0.45259695 0.54051437 0.58947537] [-0.82992814] [ 0.80258876 0.70217054 0.4548515 0.42772742 0.24630741 0.37566729 0.46206815 0.62123895 0.63012382 0.46787502] [-0.25558598] [ 0.29688958 0.59439251 0.43464267 0.54573058 0.43211094 0.55193194 0.42924077 0.57181555 0.44929332 0.46011005] [-0.48003492] [ 0.4289611 0.24824008 0.60750848 0.3006771 0.48238372 0.57347642 0.46730334 0.39132214 0.31899574 0.3303281 ] [-0.57074857] [ 0.36107108 0.5210444 0.52233831 0.37127641 0.39183752 0.46308976 0.41378881 0.50997582 0.48055554 0.34925483] [-0.29630299] [ 0.33320027 0.65319062 0.46894992 0.56166785 0.43324161 0.6600209 0.43562466 0.46167323 0.55305127 0.6147087 ] [-0.41620129] [ 0.29991907 0.41373782 0.64296721 0.45357339 0.52612543 0.50511876 0.43142461 0.32969304 0.49492738 0.44486381] [-0.50646212] [ 0.2875081 0.55291249 0.49660181 0.45474212 0.38604235 0.56036022 0.42847519 0.42865343 0.43782988 0.51688004] [ 0.19810187] [ 0.57009077 0.64192675 0.40455928 0.54885731 0.26542617 0.43656069 0.4443448 0.58512243 0.57904181 0.34947888] [-0.43453076] [ 0.43290814 0.5470944 0.52389317 0.35076372 0.4079007 0.54023689 0.4259497 0.61050814 0.57321806 0.44168579] [ 0.04009963] [ 0.27845167 0.5939235 0.47847853 0.57939457 0.50702233 0.79548824 0.39838013 0.54740772 0.5318262 0.61423823] [-0.67625724] [ 0.55839128 0.33523808 0.69751482 0.33720709 0.5884377 0.49035193 0.52045772 0.44859329 0.41766127 0.48242687] [ 0.24862001] [ 0.21110664 0.57080927 0.48811662 0.50997953 0.54773104 0.71488577 0.3711044 0.35762994 0.45843461 0.63346114] [-0.99144426] [ 0.61610312 0.6695522 0.48094086 0.56225278 0.50191913 0.58689093 0.37440753 0.60507751 0.49343938 0.57489522] [-0.17228108] [ 0.42546434 0.47044815 0.56508166 0.38250143 0.5043121 0.44184885 0.48726416 0.41709274 0.47502449 0.49459849] [-0.45377003] [ 0.33463597 0.63839934 0.50357846 0.58015126 0.35204291 0.55830665 0.52055415 0.57689319 0.48421871 0.48102978] [-0.28026292] [ 0.35908061 0.46809214 0.49828604 0.6112015 0.39880666 0.54553098 0.35535544 0.49950441 0.50037544 0.52429793] [-0.25229929] [ 0.33209133 0.46848175 0.54444641 0.37028222 0.62121713 0.66468277 0.43223387 0.44995508 0.36585436 0.57937795] [-0.79681666] [ 0.76404033 0.54267167 0.59296528 0.34508442 0.31949321 0.33558126 0.64017446 0.61331528 0.6242348 0.38463724] [ 1.72446705] [ 0.84867024 0.63347843 0.63001673 0.18599618 0.3473205 0.29831973 0.66758665 0.73958618 0.63996674 0.3266184 ] [-0.24405386] [ 0.50554408 0.66645288 0.48980437 0.57775206 0.41697425 0.44541078 0.34545863 0.59591191 0.63158633 0.56427349] [-0.65125189] [ 0.63188424 0.62304717 0.42858456 0.40790347 0.43559201 0.47770706 0.48958951 0.5573274 0.43130284 0.55084779] [-0.33760828] [ 0.51047114 0.35750405 0.58913699 0.44203575 0.53483651 0.57192469 0.49701613 0.44291287 0.31242089 0.39899809] [-1.04349812] [ 0.83947022 0.44182443 0.66929219 0.36345337 0.48413553 0.47624058 0.50177925 0.68154283 0.44978511 0.48854344] [ 0.55978239] [ 0.28534281 0.55780656 0.45967112 0.49375462 0.38737163 0.64530892 0.32818216 0.59456017 0.38973781 0.45066711] [-0.42221537] [ 0.5190442 0.57412179 0.61247849 0.41636074 0.55237364 0.65750388 0.46569804 0.50950429 0.47254383 0.60315264] [-1.10861372] [ 0.55331978 0.48943573 0.51787747 0.40510095 0.42486284 0.59959491 0.42925341 0.56978322 0.53833741 0.46125181] [-0.25685227] [ 0.66633477 0.696623 0.50341847 0.45280069 0.3186844 0.33269279 0.45777629 0.61789962 0.67428386 0.42207696] [-0.50192098] [ 0.31411895 0.39044988 0.56931408 0.47321851 0.52108218 0.55595936 0.44303992 0.36404868 0.4573027 0.3881736 ] [-0.20572032] [ 0.62010987 0.42309768 0.59153042 0.40270583 0.42020032 0.50811429 0.42202755 0.64384883 0.47359527 0.44276373] [-0.31992403] [ 0.63112234 0.71836365 0.37865717 0.38926797 0.37377551 0.42361985 0.43520413 0.50526679 0.57847652 0.43446552] [-0.62893855] [ 0.73026069 0.67430969 0.60652337 0.24383354 0.39442933 0.43540555 0.51009151 0.75507202 0.63433978 0.46545102] [ 0.36593412] [ 0.48215649 0.5439189 0.46987316 0.47457149 0.36232505 0.44833605 0.44780576 0.54111396 0.4665885 0.43753838] [-0.44077108] [ 0.52421265 0.29844673 0.68625884 0.41488298 0.36616009 0.54851835 0.46308011 0.53256705 0.48652775 0.32750145] [-0.37417844] [ 0.75742758 0.67901017 0.48458378 0.37680606 0.42670306 0.49347207 0.48886498 0.62677255 0.54189782 0.45524555] [ 0.20725268] [ 0.58389678 0.61396868 0.49000076 0.51640098 0.3753159 0.35209108 0.46681426 0.54329939 0.52098362 0.58372881] [-0.72630207] [ 0.47392027 0.63649355 0.53820695 0.5931604 0.49987089 0.5462442 0.40509817 0.49923736 0.55397987 0.61173685] [ 0.11256782] [ 0.32584332 0.54657342 0.42484073 0.69281234 0.52624756 0.8373389 0.47425561 0.53200785 0.39608604 0.61681015] [ 0.43588537] [ 0.4941566 0.46410921 0.55786553 0.36880129 0.44605085 0.50850688 0.40613773 0.57743544 0.5430591 0.38036371] [-0.02588269] [ 0.42730543 0.46914327 0.6817608 0.30455581 0.58738146 0.56375067 0.44504338 0.47023703 0.50307738 0.5869787 ] [-0.93072073] [ 0.67547466 0.77487193 0.54580485 0.41911141 0.43191809 0.57507676 0.55867584 0.60615698 0.70089675 0.57675441] [-0.11104604] [ 0.53258953 0.63978058 0.46625774 0.64742004 0.36874818 0.50484456 0.55651206 0.62352648 0.49753169 0.63121197] [-0.47423917] [ 0.3884101 0.31536367 0.6895944 0.41929369 0.42951828 0.5263226 0.51865897 0.48549728 0.3769279 0.39392013] [-1.63809447] [ 0.66602487 0.7316905 0.54140721 0.39488995 0.36286991 0.34408176 0.59156167 0.64340077 0.68684956 0.33450608] [-0.46714396] [ 0.61127201 0.62361721 0.50239561 0.63663196 0.37585274 0.59853971 0.47543626 0.6264994 0.6219186 0.53774821] [-0.70898477] [ 0.56861775 0.66763646 0.48021761 0.41881331 0.29764339 0.49621923 0.44230138 0.67737027 0.50723859 0.54584845] [ 1.16373604] [ 0.79891656 0.66976081 0.60661817 0.24986609 0.38793935 0.31192002 0.64070856 0.68165125 0.67073658 0.32004289] [-1.16763985] [ 0.6344647 0.31408561 0.68994814 0.24273772 0.47440038 0.45510217 0.51676034 0.62257275 0.46642042 0.31513265] [-0.58311097] [ 0.56307851 0.51470984 0.63691794 0.31073458 0.45476347 0.356228 0.49775953 0.67227377 0.49188786 0.51628412] [-0.1622153] [ 0.46991852 0.66420879 0.39175712 0.46148922 0.35761145 0.3804451 0.39846303 0.57659185 0.57520307 0.44879929] [-1.76766741] [ 0.67657186 0.61016444 0.56444758 0.30776905 0.37331417 0.33081653 0.62407601 0.61193241 0.66439409 0.3852552 ] [-0.59579892] [ 0.51360134 0.65323525 0.48942931 0.46857399 0.39790943 0.48927346 0.40153907 0.54356224 0.60680542 0.51955926] [-0.7264039] [ 0.54845994 0.48934142 0.48111249 0.58745289 0.52489253 0.62537708 0.41597648 0.65392912 0.42271027 0.4356984 ] [ 0.74273327] [ 0.71745849 0.71333023 0.49196217 0.309715 0.31607973 0.29905867 0.61926428 0.65807187 0.71961565 0.35106126] [-0.26517347] [ 0.45005637 0.71558629 0.40892177 0.6349817 0.26927002 0.59791984 0.51722819 0.73489722 0.57522293 0.49726228] [ 0.30486296] [ 0.56734507 0.70439241 0.42127825 0.52880438 0.30286685 0.42626575 0.42325816 0.62365852 0.61383179 0.46873932] [-0.60124194] [ 0.46182009 0.41156998 0.61070768 0.39805655 0.50058676 0.68536993 0.3636192 0.50073384 0.36770384 0.52418516] [ 0.08605598] [ 0.64788554 0.50117552 0.58839145 0.33849861 0.30882263 0.31343311 0.53491982 0.71780007 0.52097043 0.33831823] [-0.08924777] [ 0.37503114 0.68415306 0.38907428 0.62373533 0.41122748 0.56247632 0.35815733 0.471646 0.55273929 0.58762385] [-0.39522758] [ 0.60596779 0.61574577 0.60665255 0.44810294 0.50301591 0.50367538 0.55181222 0.5836435 0.55285297 0.53859763] [ 0.19223317] [ 0.55501766 0.51771743 0.51446715 0.54716501 0.45692568 0.49284442 0.49211925 0.66997112 0.58012494 0.34546718] [-0.55534836] [ 0.56092752 0.49302716 0.63596989 0.29767431 0.42239784 0.50188841 0.47353202 0.71594832 0.50336049 0.45410837] [-0.41973899] [ 0.46729359 0.24164926 0.60358184 0.31667942 0.5611893 0.62903968 0.43483174 0.5231038 0.42974435 0.37513732] [-0.74221101] [ 0.79870945 0.57485662 0.50956126 0.43396412 0.25868186 0.32112771 0.48446945 0.57541222 0.54882684 0.41684077] [-0.52897673] [ 0.39575464 0.37243053 0.52984159 0.38553208 0.50424498 0.58217048 0.43398972 0.63604454 0.43139707 0.42721642] [-0.47131505] [ 0.59758764 0.67330433 0.44290691 0.54019535 0.35998038 0.51949513 0.44861748 0.42944136 0.58149216 0.55511127] [-0.52212746] [ 0.36237087 0.57906172 0.53802493 0.50311369 0.47841055 0.68023779 0.50784167 0.45113024 0.49769683 0.52244633] [-0.16603348] [ 0.37785351 0.27677932 0.70087945 0.30758587 0.48371236 0.48304742 0.39778498 0.34543081 0.28057979 0.35339759] [-1.16833781] [ 0.82388715 0.73269507 0.55450242 0.35692634 0.34543848 0.4351713 0.61965452 0.61491027 0.63854046 0.39973309] [ 0.55375065] [ 0.57586272 0.65348247 0.58131891 0.56483991 0.49384659 0.54213419 0.45615541 0.57335474 0.50812873 0.50400561] [-0.45318517] [ 0.33260352 0.46974731 0.60216013 0.46495324 0.52247655 0.59995222 0.43903647 0.32297745 0.49563705 0.47915751] [ 0.20725268] [ 0.58389678 0.61396868 0.49000076 0.51640098 0.3753159 0.35209108 0.46681426 0.54329939 0.52098362 0.58372881] [-0.59724488] [ 0.44840183 0.47458542 0.55203391 0.33702332 0.44655391 0.51182024 0.40912343 0.39045395 0.39806253 0.41416803] [-0.37574294] [ 0.74941708 0.39872476 0.67568647 0.3172021 0.53355045 0.41143128 0.59644081 0.53269466 0.58604638 0.32749071] [-0.342144] [ 0.28688417 0.39832933 0.5415145 0.43980264 0.48340152 0.53339429 0.38258842 0.49664104 0.40356057 0.40975849] [ 1.25925191] [ 0.63529795 0.57213421 0.59237823 0.55564742 0.42923757 0.56682877 0.39856776 0.54657058 0.57097344 0.49020872] [ 0.00091422] [ 0.38230294 0.64941801 0.37350132 0.65308748 0.34814594 0.70734086 0.37855821 0.50389437 0.43894337 0.58432017] [-0.94427179] [ 0.49731257 0.44345732 0.60367185 0.39075926 0.39874834 0.49137364 0.4896937 0.50868627 0.44809389 0.35278662] [ 0.9512733] [ 0.66345269 0.42491212 0.60707261 0.34895482 0.39453627 0.43128503 0.41580799 0.47172612 0.49069094 0.42085523] [-0.00810454] [ 0.28798729 0.48372029 0.62362065 0.45805173 0.52046982 0.53736248 0.4040075 0.3822606 0.354377 0.55255605] [ 0.05671824] [ 0.24083171 0.70052602 0.32678089 0.67665466 0.44323715 0.5680652 0.3125014 0.41444738 0.3963228 0.64415871] [-0.7097794] [ 0.35534726 0.53396232 0.47770809 0.53470975 0.45258361 0.50197765 0.40792376 0.36433564 0.51596255 0.42123205] [-0.16575219] [ 0.54259872 0.68487809 0.4526768 0.51693012 0.4319079 0.65281552 0.44448067 0.5955714 0.53704178 0.56838401] [ 0.44465527] [ 0.66483765 0.53366208 0.57445283 0.4892587 0.50678018 0.45383167 0.48889277 0.67849136 0.58167154 0.37754577] [ 0.63643974] [ 0.73465629 0.53152346 0.57012811 0.38853881 0.22071423 0.26021405 0.55058961 0.69731313 0.57867942 0.25790303] [-0.17794206] [ 0.41703634 0.70709776 0.44804028 0.66179762 0.2468042 0.60083961 0.34980701 0.4628664 0.48265771 0.58336707] [-0.29088026] [ 0.71979245 0.7372657 0.57513062 0.49764264 0.39603508 0.37184832 0.55069178 0.63473834 0.68802807 0.53249762] [ 0.28866046] [ 0.16799864 0.71268938 0.3635969 0.67938996 0.42199742 0.78649323 0.40623793 0.45655326 0.52373513 0.6453689 ] [-0.45584155] [ 0.39610511 0.56943762 0.48862899 0.48356566 0.46656552 0.51438244 0.43821091 0.40262901 0.57398676 0.57337925] [-0.08075263] [ 0.74218711 0.47129226 0.59738112 0.28480567 0.3913828 0.33646755 0.50764008 0.63267815 0.58586652 0.34087105] [-0.32920853] [ 0.54283991 0.2827192 0.64123994 0.20900586 0.48238411 0.42625017 0.57141562 0.73436241 0.4780373 0.41830613] [-0.8346126] [ 0.47423131 0.56536643 0.53623422 0.46685322 0.38913737 0.63450142 0.40010527 0.51575804 0.49524563 0.50717828] [-0.04855553] [ 0.65729865 0.33399261 0.62800411 0.27391191 0.43209939 0.34204728 0.56473464 0.60247882 0.53044361 0.27967847] [-0.23035126] [ 0.43601653 0.53963544 0.474059 0.31116657 0.43363538 0.45904883 0.41989175 0.51398334 0.49078273 0.37850942] [-0.7761291] [ 0.49354877 0.79342073 0.38065681 0.50799042 0.4200348 0.61924864 0.36311087 0.60780678 0.62162199 0.66640929] [-0.22442054] [ 0.50730505 0.57628029 0.46340742 0.49307194 0.26434193 0.24803322 0.43537977 0.64225771 0.58258491 0.24608717] [-0.62517356] [ 0.69946542 0.64921146 0.53342552 0.43202682 0.31275283 0.3333877 0.58371424 0.58504956 0.66128303 0.4252148 ] [ 0.12659424] [ 0.38885788 0.64834398 0.33557621 0.6833703 0.28415657 0.45341912 0.37894948 0.45455167 0.60873111 0.43501054] [-0.65695354] [ 0.53648602 0.52114723 0.61737397 0.26426723 0.58783714 0.44776752 0.48517615 0.45146059 0.41799107 0.5723876 ] [-0.08343115] [ 0.33499306 0.64259038 0.36952675 0.66020671 0.37654051 0.5667771 0.34797821 0.48286039 0.45252846 0.47201585] [-1.73400392] [ 0.56325919 0.59761942 0.44256614 0.4085238 0.32860819 0.22243793 0.49957588 0.57399786 0.6463854 0.23162366] [-0.95431913] [ 0.45692552 0.60883153 0.43312695 0.55926142 0.40406719 0.54781771 0.42089454 0.56963028 0.38699557 0.45281949] [-0.48876801] [ 0.67598062 0.66107945 0.53760937 0.49850195 0.29859329 0.45313154 0.4812077 0.51214101 0.64507564 0.51561083] [-0.29396958] [ 0.35101748 0.70861619 0.4542113 0.47693579 0.46465325 0.50162743 0.43529634 0.53132401 0.56526039 0.64615939] [ 0.21570659] [ 0.25986859 0.46689179 0.52688162 0.533929 0.53812789 0.70301431 0.34118033 0.44884057 0.28345865 0.56991746] [-0.5683243] [ 0.63256127 0.72584166 0.53425745 0.58038975 0.51290899 0.48760232 0.39952124 0.58062979 0.61106292 0.63448967] Progress: 45.1% ... Training loss: 0.388 ... Validation loss: 0.594[ 0.7982913] [ 0.53467159 0.77002804 0.48030442 0.62153483 0.35012261 0.5048352 0.44493285 0.69194081 0.61747659 0.47214991] [-0.19076683] [ 0.52734221 0.63897817 0.48587921 0.31715063 0.41674091 0.57722823 0.50161665 0.51327127 0.56517246 0.55442924] [-0.11745337] [ 0.44333542 0.53665099 0.53240169 0.43837172 0.55150172 0.75269453 0.51814835 0.48765889 0.47268201 0.53547015] [ 0.5584595] [ 0.32366183 0.69913891 0.52060374 0.61048433 0.52218774 0.70934679 0.39630273 0.44260459 0.58727136 0.67126954] [ 0.15310001] [ 0.40462706 0.48492643 0.60952837 0.44334526 0.50272532 0.70971985 0.5225612 0.48643491 0.34985771 0.5769215 ] [ 0.46049669] [ 0.31696059 0.63555677 0.48673028 0.52800797 0.5248499 0.64717279 0.41629969 0.3145945 0.38959218 0.67724568] [ 0.5926998] [ 0.66487248 0.29170417 0.68883084 0.29519984 0.47369792 0.49107261 0.55050898 0.5669172 0.37985646 0.33958264] [-0.26495442] [ 0.54554611 0.54375544 0.64003663 0.32752611 0.45800863 0.40875041 0.54869924 0.54406034 0.51135546 0.39996959] [-0.44368378] [ 0.66339777 0.46703861 0.47246001 0.36551579 0.34362077 0.54651419 0.46943321 0.67646723 0.38784673 0.33224811] [-0.05864932] [ 0.35692199 0.19632733 0.72885576 0.39733831 0.55046722 0.55113197 0.49796708 0.38903374 0.28250374 0.44257886] [ 0.19491081] [ 0.44766904 0.71736621 0.46376394 0.6229254 0.37927977 0.6925859 0.41583327 0.38199462 0.5710687 0.65352341] [ 0.50740482] [ 0.23440692 0.5267624 0.52343642 0.59005971 0.42722711 0.78678299 0.33649901 0.4744394 0.446725 0.63741404] [ 0.59108179] [ 0.21111718 0.63909194 0.3892513 0.51815237 0.47379316 0.6791439 0.36194498 0.33237915 0.37742677 0.65028692] [ 0.16568576] [ 0.4452521 0.40178616 0.5125771 0.36723506 0.56011623 0.69737876 0.40168242 0.50401225 0.39423145 0.46556864] [-0.01600825] [ 0.36815189 0.62363801 0.37467847 0.39304307 0.37937238 0.63651711 0.37728813 0.45152739 0.4456532 0.54144814] [ 0.45663132] [ 0.45552704 0.59865463 0.58285248 0.57616928 0.56491554 0.5784291 0.50072991 0.48664003 0.50152828 0.56102846] [ 0.39616476] [ 0.18197158 0.47900777 0.48578065 0.55459726 0.53776848 0.74319033 0.4803545 0.45392508 0.37620683 0.51051239] [-0.03968215] [ 0.40273388 0.60553937 0.50881159 0.6557748 0.57047157 0.66997304 0.4400691 0.47039882 0.47963724 0.48258321] [ 1.03373489] [ 0.66765872 0.5859251 0.55498126 0.5088689 0.42104129 0.3200527 0.53178274 0.70694449 0.55801571 0.42175156] [ 0.07852744] [ 0.46758143 0.6764279 0.3554422 0.63775164 0.35385053 0.48772091 0.50565154 0.60136578 0.59819722 0.35273997] [ 0.31859807] [ 0.48237553 0.55979214 0.52204103 0.65742709 0.62120327 0.63796377 0.40594761 0.50433775 0.49659999 0.47752848] [ 0.21493924] [ 0.35734473 0.61154511 0.48001016 0.48799245 0.55704279 0.68188273 0.37514597 0.51656807 0.51003989 0.62562135] [ 0.33605137] [ 0.61732811 0.65094235 0.42086277 0.38632384 0.42153514 0.57461308 0.54427411 0.51681366 0.54324164 0.45685265] [ 0.04619593] [ 0.32862536 0.52584175 0.48911158 0.35452722 0.46337594 0.55046846 0.38017919 0.55150612 0.38018317 0.48150988] [ 0.71569545] [ 0.34121273 0.65329344 0.47816152 0.64676858 0.49531714 0.68423359 0.38239195 0.55620064 0.52170608 0.63695025] [-0.12863149] [ 0.4084872 0.64895383 0.38717624 0.49426407 0.35764349 0.50404316 0.42285551 0.48152633 0.58613749 0.46608827] [ 0.08898719] [ 0.49533745 0.52772897 0.67809864 0.32650616 0.57226051 0.64398568 0.41049227 0.5193671 0.39281025 0.52914891] [-0.00144933] [ 0.55102085 0.45144758 0.60551266 0.42054754 0.4741878 0.49868434 0.44381915 0.40829505 0.52906512 0.38814631] [ 0.92212689] [ 0.43488237 0.52283803 0.40953986 0.47081697 0.49060995 0.35059623 0.56463611 0.60604057 0.44771498 0.46544023] [ 1.5602589] [ 0.51845141 0.39423409 0.51788918 0.5228998 0.24812349 0.31340444 0.48678629 0.60674889 0.51076786 0.22778591] [ 0.74714266] [ 0.17759731 0.66999992 0.38876837 0.69640113 0.44802756 0.80996348 0.35001419 0.4885125 0.47951835 0.67442886] [ 0.45697055] [ 0.25124906 0.26097598 0.65358357 0.49012387 0.55636481 0.72607602 0.33945001 0.36900464 0.37203497 0.45849517] [ 1.14063644] [ 0.39714323 0.76504544 0.34379626 0.56994971 0.34067533 0.44496621 0.53653434 0.64708455 0.67380482 0.3535504 ] [ 0.36230955] [ 0.51027265 0.70726447 0.52803738 0.60572703 0.38292994 0.5250646 0.43173803 0.58796489 0.62530332 0.49747426] [-0.09825568] [ 0.29396517 0.40477647 0.46510754 0.63507065 0.45278537 0.68694006 0.41092685 0.50705063 0.32126919 0.33596148] [-0.01095304] [ 0.30665331 0.38094818 0.657938 0.52946582 0.39019683 0.54679417 0.45098643 0.42697066 0.41040071 0.40833131] [ 0.4592374] [ 0.58331656 0.65025928 0.49190635 0.54718073 0.34208334 0.48172007 0.53745498 0.42895232 0.57813283 0.52576113] [ 0.71713141] [ 0.32694083 0.6343041 0.41941631 0.66115623 0.5398667 0.70779569 0.4315836 0.58421464 0.48432431 0.59005245] [ 0.17533009] [ 0.47443114 0.84868527 0.39265762 0.67902246 0.47451461 0.67263893 0.48800137 0.40602414 0.5948609 0.7068047 ] [-0.25616335] [ 0.64803322 0.69158056 0.46461947 0.43060613 0.27955982 0.50793393 0.47350053 0.57338313 0.61022264 0.5362674 ] [-0.10864255] [ 0.26231678 0.57477667 0.50453318 0.4686615 0.43712232 0.6378818 0.38204928 0.4744011 0.40549964 0.46975324] [ 0.15761268] [ 0.61133066 0.65574203 0.56178839 0.5188587 0.44664362 0.55602522 0.40211392 0.50911462 0.53009273 0.50969135] [-0.00658986] [ 0.47679106 0.53786946 0.56867232 0.38561992 0.42361857 0.46095514 0.44909558 0.54507235 0.45681929 0.46850136] [ 0.49525641] [ 0.33098835 0.50873838 0.53031111 0.49970206 0.47515514 0.47369726 0.35950415 0.49786426 0.46140101 0.50613023] [ 0.53740725] [ 0.24811706 0.64109157 0.3611742 0.673738 0.50913535 0.68432848 0.45900051 0.37479421 0.41373378 0.64169636] [-0.01004784] [ 0.35838002 0.36693473 0.45072551 0.56448019 0.40414743 0.61085254 0.3657612 0.39445686 0.47554638 0.37373284] [-0.08490559] [ 0.36024307 0.52420901 0.40071509 0.42117778 0.52945925 0.60522155 0.3985274 0.39030604 0.36028727 0.48155011] [-0.05806337] [ 0.40398653 0.68034992 0.43679823 0.60849303 0.4308678 0.60827712 0.44502437 0.47510825 0.53518551 0.66418085] [ 2.16128936] [ 0.71163709 0.53833328 0.5703948 0.36350348 0.30791826 0.22117296 0.57381867 0.78448333 0.47865563 0.28255339] [ 0.36418659] [ 0.31363801 0.75732994 0.35744934 0.752996 0.34331656 0.63896977 0.42966398 0.56605644 0.49139613 0.76712152] [ 0.05930934] [ 0.28464817 0.58716288 0.50571199 0.62164493 0.5002288 0.56223489 0.41232098 0.48250981 0.5821286 0.46250853] [ 0.05267037] [ 0.40809499 0.40778924 0.56936918 0.36409915 0.5278129 0.53816299 0.46408255 0.49334651 0.46895077 0.54569265] [-0.77790868] [ 0.42416934 0.62224367 0.48092552 0.54520308 0.42143024 0.33501501 0.47072345 0.63990095 0.65480011 0.29576945] [ 0.05194321] [ 0.34561484 0.24499129 0.73492142 0.25145501 0.56119983 0.5695851 0.47784156 0.36471968 0.35882771 0.41801621] [ 0.04157744] [ 0.36353565 0.33158099 0.71171446 0.3814618 0.49475444 0.68000663 0.41095544 0.44791623 0.43223377 0.54910357] [ 0.56276326] [ 0.35424994 0.60208552 0.53436578 0.40677862 0.55870441 0.57648703 0.37281783 0.38219784 0.59057031 0.56189938] [ 0.8700028] [ 0.3669872 0.68296555 0.40732796 0.60294845 0.32916019 0.52732945 0.40422599 0.61614934 0.60150651 0.46338676] [ 0.3822222] [ 0.38761613 0.63441892 0.59388986 0.49027986 0.58631749 0.64274098 0.34584088 0.40171786 0.39104675 0.74634155] [ 0.03866773] [ 0.4218012 0.54238883 0.61674588 0.33014 0.40364839 0.67083432 0.47131682 0.43386876 0.43275996 0.56081586] [ 0.3042927] [ 0.7401017 0.47150777 0.55117557 0.38113223 0.36601269 0.29391232 0.55454405 0.63128667 0.5325928 0.21823113] [ 0.17065267] [ 0.73474981 0.47013551 0.5660135 0.3524001 0.36037688 0.26472869 0.63539241 0.71294593 0.51892919 0.23910366] [ 0.48924391] [ 0.63529991 0.22520933 0.75131025 0.2242556 0.45920765 0.33488876 0.53879482 0.68563575 0.37956214 0.2638234 ] [ 0.1607892] [ 0.36200076 0.44982291 0.5352775 0.37937427 0.63214889 0.70827115 0.34649307 0.52572289 0.38042277 0.60463153] [ 0.88436135] [ 0.30099528 0.62151428 0.4508452 0.41181045 0.43151098 0.50892183 0.37433299 0.56967511 0.46096041 0.47716971] [-0.44606755] [ 0.56228231 0.40099307 0.57463562 0.45397347 0.60795142 0.57665677 0.58800466 0.38021126 0.43005663 0.4062115 ] [-0.85432933] [ 0.33280473 0.45466281 0.55860721 0.6114926 0.32177071 0.54759026 0.49308509 0.6801509 0.46552992 0.33379768] [ 0.4630632] [ 0.27743433 0.70765429 0.37400162 0.67380166 0.52299822 0.71619338 0.35037119 0.44966754 0.50957247 0.63073822] [ 0.40010048] [ 0.2134396 0.46720814 0.50302538 0.68127555 0.3697053 0.76475083 0.30720039 0.39993172 0.42289491 0.48762226] [-0.38389977] [ 0.71495554 0.36581623 0.65336705 0.38682474 0.44895036 0.39036161 0.56670079 0.51165693 0.3765651 0.36949145] [ 0.15907127] [ 0.6114313 0.54652356 0.61004035 0.3308708 0.40284057 0.55153507 0.52868795 0.5560077 0.64251985 0.57097753] [ 0.3203421] [ 0.37150744 0.73294675 0.45193432 0.70400789 0.53561312 0.62735611 0.37254626 0.42882627 0.47045611 0.6720755 ] [ 0.13996546] [ 0.42769978 0.69117109 0.54387497 0.5736473 0.47916011 0.76305045 0.55287514 0.49801462 0.58491459 0.65621834] [-0.16503525] [ 0.48620617 0.6043404 0.49841764 0.5771947 0.48605491 0.44780739 0.40090968 0.55285836 0.51391718 0.63436515] [ 0.26097588] [ 0.60724018 0.42301652 0.58685891 0.40944561 0.42846047 0.52891689 0.41416675 0.62695118 0.46488795 0.45924973] [ 1.06525492] [ 0.49985358 0.58845152 0.44866382 0.63710827 0.25812399 0.52573529 0.42743381 0.54267752 0.5368032 0.46418641] [-0.35390996] [ 0.34641297 0.64558217 0.39038375 0.6338137 0.3633854 0.57571901 0.48237425 0.53185413 0.56922956 0.56174663] [ 0.09090069] [ 0.39752481 0.62855923 0.46015442 0.6077449 0.42115706 0.54587534 0.4049729 0.45520378 0.5531634 0.49058511] [ 0.01627357] [ 0.1830111 0.4592125 0.47780577 0.56066501 0.51840022 0.63238951 0.43982636 0.59392264 0.30234035 0.45028848] [ 0.29731126] [ 0.29748989 0.6715227 0.52363977 0.50051532 0.418154 0.66490339 0.41111172 0.53589684 0.54960816 0.56989932] [ 0.36378235] [ 0.4912046 0.3078339 0.55713963 0.39183772 0.44504565 0.59754977 0.46747812 0.67169063 0.49811673 0.32212101] [-0.32727462] [ 0.64906746 0.50427844 0.51735 0.51211414 0.43427915 0.47508846 0.52273662 0.59897736 0.55308872 0.5591809 ] [-0.12965399] [ 0.44254241 0.73371304 0.40816019 0.64090408 0.29942045 0.61618835 0.40778257 0.48597019 0.55897553 0.59482639] [-0.49260219] [ 0.49684718 0.72703655 0.39615726 0.64216296 0.3151694 0.4647125 0.32989897 0.49449935 0.51924038 0.60720758] [-0.73126574] [ 0.64077351 0.48568224 0.56613557 0.49784557 0.52149009 0.59469859 0.43197721 0.68753795 0.52501473 0.42115305] [-0.17138385] [ 0.67020301 0.52202356 0.57587979 0.47282087 0.46479459 0.51702447 0.63785953 0.54660908 0.46823237 0.49988171] [ 0.94125624] [ 0.64404131 0.66122308 0.57481706 0.40623361 0.4853945 0.44603835 0.45300001 0.50695662 0.59586295 0.48098744] [ 0.09305299] [ 0.57533896 0.52942651 0.62759749 0.52791326 0.47207184 0.59170095 0.44267272 0.56246692 0.42046156 0.45946283] [ 0.2738256] [ 0.66038747 0.61789907 0.49715572 0.51661976 0.49499608 0.61658985 0.44982244 0.52480399 0.49648502 0.51931981] [-0.10451598] [ 0.55767547 0.36993985 0.6622831 0.38684292 0.64458024 0.53052605 0.47100871 0.46633165 0.46183669 0.4299771 ] [ 0.24448556] [ 0.29124875 0.59188931 0.50375593 0.5108175 0.4288794 0.60505615 0.45031483 0.40315129 0.48570795 0.46460071] [-0.41253196] [ 0.49130439 0.14785865 0.74878108 0.31405753 0.46173799 0.37793655 0.54481177 0.45576136 0.36745598 0.20067537] [ 0.32758667] [ 0.29818819 0.72463295 0.40082918 0.63291039 0.49859103 0.65395429 0.32569179 0.39841297 0.52557733 0.61844318] [ 0.47999355] [ 0.58471741 0.56475825 0.4497022 0.57164431 0.4178302 0.3686303 0.55864742 0.54740561 0.50735704 0.47957433] [-0.28537711] [ 0.59264795 0.46805043 0.58745026 0.37698619 0.49728219 0.55257709 0.50305373 0.4858665 0.38912716 0.4904771 ] [-0.54273159] [ 0.51566391 0.46088378 0.61598603 0.2043663 0.64535903 0.56461457 0.63501926 0.49527792 0.40645542 0.56664581] [ 0.35040771] [ 0.33961561 0.62031521 0.4824531 0.61707587 0.39054056 0.71023206 0.43592399 0.36597054 0.53398278 0.62653429] [-0.19203514] [ 0.32329057 0.37556024 0.68553695 0.42913655 0.4895195 0.58413933 0.39856454 0.34078249 0.3216296 0.4263131 ] [ 2.13740094] [ 0.60070528 0.72609142 0.4645631 0.40723988 0.35426987 0.37132939 0.45725777 0.61430678 0.7210847 0.43529005] [-0.06733189] [ 0.26057595 0.46939981 0.50589485 0.44141412 0.41028468 0.60959281 0.46842245 0.47258899 0.40968159 0.51958024] [-0.78024136] [ 0.38598229 0.62539799 0.5789476 0.47391692 0.48358068 0.47292801 0.4209748 0.55556742 0.55822805 0.45738045] [-0.10417724] [ 0.5663352 0.33467965 0.57710412 0.30477004 0.4671974 0.52855516 0.39688494 0.57229637 0.32626828 0.41806237] [ 0.23698238] [ 0.25670975 0.50294915 0.39981573 0.54584338 0.53999556 0.75093202 0.35031425 0.56455497 0.47439782 0.56895165] [-0.43335787] [ 0.77206484 0.43249477 0.59864174 0.4062463 0.46805122 0.407853 0.54643772 0.59192538 0.36911023 0.59346024] [-0.43417026] [ 0.53337618 0.56058165 0.43973359 0.53615708 0.20874657 0.33853664 0.46051187 0.74236503 0.55128897 0.26318535] [ 0.05921132] [ 0.40143143 0.53857853 0.41863157 0.6037345 0.27482874 0.46112992 0.47302068 0.59310469 0.50871132 0.38562974] [ 1.49798883] [ 0.55122617 0.49202308 0.57417756 0.37939904 0.37229289 0.36990964 0.46781694 0.64413631 0.40449563 0.32618615] [ 0.29379744] [ 0.38074991 0.41345313 0.56059007 0.37089545 0.48115444 0.51336112 0.46693434 0.39898346 0.53422464 0.37557625] [ 0.21018013] [ 0.32213533 0.71383405 0.32099877 0.71123078 0.43345715 0.60212941 0.43382469 0.39207251 0.41199638 0.58416164] [-0.10135287] [ 0.54083922 0.50008889 0.57418046 0.49030732 0.51080542 0.56305434 0.59679636 0.49234136 0.42702452 0.52961884] [ 0.06646833] [ 0.46869278 0.51115445 0.59323995 0.42743521 0.52324751 0.62294238 0.37628743 0.50163086 0.51243189 0.58734131] [-0.09353278] [ 0.62643569 0.61231878 0.53741327 0.38380118 0.44255605 0.40635229 0.56536066 0.48868257 0.54554563 0.50331006] [-0.33021178] [ 0.44917799 0.68121592 0.4290218 0.60077867 0.31306619 0.53540763 0.3946337 0.47656394 0.52977345 0.494873 ] [ 0.03292888] [ 0.3567828 0.49223397 0.54208162 0.51140963 0.48959916 0.38634922 0.53700974 0.45989328 0.4492237 0.65613803] [-0.64942215] [ 0.35888728 0.60374885 0.47972006 0.36171487 0.38178279 0.50484361 0.44592215 0.4948433 0.53366916 0.46581752] [ 0.05618989] [ 0.37374358 0.66569259 0.42125779 0.64172297 0.40655621 0.63712816 0.45396403 0.56862888 0.50696419 0.51985932] [ 0.36887451] [ 0.49897392 0.32538268 0.71201316 0.34998571 0.52526255 0.50863418 0.42945989 0.46600707 0.42759866 0.40074096] [ 1.71677265] [ 0.61858426 0.51236999 0.49366715 0.42188483 0.38910016 0.28994968 0.52470473 0.6666015 0.49036169 0.24005488] [-0.18805479] [ 0.64495871 0.40507694 0.61210201 0.30347195 0.50533875 0.51742466 0.49171785 0.62533022 0.34144026 0.45652638] [ 2.39433891] [ 0.79904556 0.4651736 0.56762714 0.29828573 0.23884425 0.31923329 0.49253758 0.6686057 0.55465307 0.28253139] [ 0.12611183] [ 0.53246101 0.54077705 0.56485211 0.53094261 0.34738083 0.35614869 0.36934955 0.50738881 0.56695825 0.38055815] [ 0.48478935] [ 0.41216947 0.5802462 0.48561967 0.41402364 0.51714435 0.51975025 0.51746431 0.52408836 0.45932682 0.54260444] [ 0.40148207] [ 0.7617836 0.42313418 0.63633305 0.22442183 0.29901406 0.23380124 0.5779937 0.72952698 0.48369197 0.19105655] [ 0.93337969] [ 0.17333051 0.57570839 0.44290977 0.71964848 0.52444249 0.78260264 0.35351887 0.31548709 0.37809405 0.59793857] [ 0.83754419] [ 0.3132698 0.64210509 0.40590345 0.53548901 0.36588773 0.57131972 0.40379878 0.47079878 0.60651382 0.49855186] [ 0.33746863] [ 0.26568167 0.5857891 0.44414258 0.55068453 0.53202812 0.71515342 0.38230729 0.48719163 0.43418019 0.61713635] [ 0.68539608] [ 0.44180994 0.21607055 0.67473189 0.32434874 0.58161395 0.60954779 0.47193264 0.62991928 0.43969582 0.55527154] [-0.34986871] [ 0.65888744 0.56581457 0.41813364 0.43098379 0.25923151 0.51845174 0.41784546 0.62463007 0.44962428 0.41203097] [ 0.04228396] [ 0.33203708 0.55455823 0.49894771 0.48154372 0.43174527 0.45462282 0.5240175 0.4364029 0.56492659 0.41741684] Progress: 45.4% ... Training loss: 0.345 ... Validation loss: 0.542[ 0.40967465] [ 0.60759573 0.70834122 0.56472247 0.45663219 0.35601752 0.5191862 0.55724459 0.57717673 0.64116175 0.49476875] [-1.16035917] [ 0.73389756 0.73124739 0.46305612 0.39252102 0.17881142 0.25398294 0.48164812 0.63296761 0.70661052 0.31401611] [-0.38435115] [ 0.4950661 0.54222513 0.47977032 0.29302868 0.42442357 0.4435546 0.43949485 0.52583039 0.50078573 0.37110902] [-0.50562044] [ 0.42799538 0.7559551 0.43276837 0.68672838 0.47414785 0.47153074 0.34845062 0.49505265 0.49053469 0.66456729] [ 0.19445146] [ 0.6557587 0.59607256 0.42742745 0.46622822 0.27965096 0.39638814 0.53439326 0.59203442 0.6543504 0.33276531] [-0.39850924] [ 0.35590317 0.50493734 0.48522997 0.6377095 0.47642449 0.6332414 0.46953537 0.40548539 0.46325069 0.45204595] [ 0.30720775] [ 0.18263142 0.6834973 0.39054733 0.62869369 0.48420116 0.67791804 0.34306301 0.43352434 0.48240991 0.64226882] [-0.44364601] [ 0.44408685 0.39891701 0.62729891 0.44261831 0.42314214 0.52440827 0.44307015 0.49300427 0.44388967 0.41773498] [-0.17270128] [ 0.36770703 0.59269175 0.51807163 0.60481726 0.46182818 0.55973674 0.3561416 0.46575561 0.49482931 0.4776722 ] [ 1.30465622] [ 0.65589074 0.64905572 0.47885577 0.51137998 0.24057076 0.30341777 0.52347896 0.63386675 0.63434458 0.30453574] [-0.2888264] [ 0.3764063 0.60296525 0.37427235 0.5632069 0.46174479 0.55025941 0.3475722 0.4589704 0.48470015 0.577221 ] [-0.8445152] [ 0.40160219 0.43318832 0.61360625 0.38254613 0.40277871 0.41439452 0.5116935 0.58150265 0.48647562 0.60302956] [ 0.05598178] [ 0.22573314 0.52329583 0.48877423 0.45071466 0.47048641 0.65651505 0.3728636 0.40797759 0.46601946 0.50731084] [-0.09629437] [ 0.42548447 0.69337307 0.44187686 0.6734324 0.37260109 0.6137656 0.41486965 0.38615166 0.55348198 0.6939597 ] [-0.3652427] [ 0.65399752 0.43481071 0.55615851 0.31750013 0.39116783 0.32908207 0.49775544 0.58491404 0.61067964 0.33220182] [ 0.51093016] [ 0.60521889 0.53773068 0.45115946 0.42687994 0.24456973 0.4135466 0.53996242 0.79583745 0.58588545 0.26533876] [ 0.96879229] [ 0.80704082 0.64162969 0.64779068 0.28630053 0.43093605 0.4076284 0.59662527 0.64566731 0.68148777 0.45273518] [-0.28259726] [ 0.44843708 0.26660215 0.59662783 0.27603312 0.52832172 0.6264142 0.45977326 0.51901129 0.34173677 0.38328285] [-0.45891202] [ 0.47163943 0.6089468 0.4018107 0.63117183 0.37887416 0.64998304 0.43187252 0.71235544 0.51029537 0.40729383] [ 0.62221105] [ 0.15652955 0.61389597 0.41124563 0.63062351 0.49676356 0.79272054 0.37283015 0.39012788 0.41054667 0.64740584] [-0.36528772] [ 0.48276244 0.44048044 0.54517496 0.29269326 0.55318333 0.50552129 0.39544441 0.45937399 0.37153616 0.56695677] [ 0.06408196] [ 0.68937421 0.53117909 0.61246507 0.50715166 0.50137663 0.33980164 0.4974619 0.58336616 0.48311342 0.48984007] [ 0.24581981] [ 0.38498506 0.52844244 0.51654691 0.52377308 0.29968851 0.48471454 0.49822089 0.55146914 0.61284933 0.32202309] [ 0.17780043] [ 0.33657931 0.7315464 0.39928657 0.6805619 0.45714464 0.66098601 0.40026049 0.37798637 0.41784254 0.68307839] [-0.31091989] [ 0.2818645 0.53901717 0.55311893 0.43965489 0.46065517 0.70592309 0.51398867 0.49244095 0.46814884 0.54519918] [-0.20351271] [ 0.35592071 0.63108324 0.58648976 0.48457754 0.48360024 0.55508124 0.40610997 0.52541027 0.6296684 0.59474979] [-0.34294779] [ 0.42361323 0.32541917 0.6649441 0.45687284 0.46656294 0.55080313 0.44295069 0.39906926 0.44665672 0.37835607] [ 0.29393178] [ 0.60652161 0.41419965 0.51504671 0.33057114 0.36398752 0.29091831 0.58395084 0.63721626 0.53624742 0.19560168] [-0.8157313] [ 0.51053391 0.62846182 0.48548434 0.57359661 0.23306949 0.35300487 0.48939347 0.58514496 0.53791503 0.3925933 ] [-1.40859886] [ 0.49508535 0.48647855 0.58967899 0.47214984 0.36049873 0.47752773 0.50157074 0.62652345 0.40101301 0.31749105] [ 0.63255318] [ 0.38288898 0.6587234 0.4012498 0.563286 0.32720752 0.4462341 0.48882771 0.68682962 0.55379657 0.40472383] [-0.61725161] [ 0.54371832 0.74782992 0.47838042 0.39068913 0.40531471 0.4247066 0.53581235 0.67990208 0.51927678 0.5936778 ] [-0.51326319] [ 0.50607087 0.65015732 0.49359158 0.41828172 0.33777575 0.47703766 0.53525436 0.72920905 0.51951691 0.45395969] [-0.09868506] [ 0.25590409 0.47159053 0.56543413 0.53825742 0.49247608 0.5811527 0.37953178 0.34932362 0.4456501 0.59598771] [ 0.26828927] [ 0.20160548 0.69139634 0.32209742 0.62570368 0.48447457 0.65707752 0.25292366 0.48495476 0.41013902 0.68569996] [-0.35676318] [ 0.32105755 0.80030163 0.37036518 0.64577353 0.29370932 0.58152453 0.40191675 0.48404536 0.62532124 0.72467277] [-0.31589007] [ 0.37229806 0.59056727 0.53910292 0.49613301 0.4873555 0.71332451 0.52862962 0.51218719 0.44114441 0.55772339] [-0.26679052] [ 0.51247763 0.56390134 0.49659373 0.50038294 0.55180276 0.64226009 0.42790532 0.55033717 0.50516302 0.55894648] [-0.04656435] [ 0.37226122 0.66516137 0.52410213 0.65907696 0.46700884 0.68669295 0.40070546 0.49790527 0.59225761 0.62460221] [ 0.48285843] [ 0.51503372 0.63050663 0.49479881 0.42549333 0.37811158 0.40283115 0.42268062 0.59739595 0.51933726 0.52306571] [-0.29806305] [ 0.4921593 0.80441911 0.33004174 0.68261101 0.35101043 0.6396667 0.34862529 0.42856968 0.60869922 0.67363333] [-0.46680259] [ 0.45193959 0.67555894 0.40117725 0.53910467 0.34925016 0.4396188 0.38994143 0.44713796 0.56179911 0.44609629] [-0.37569439] [ 0.432364 0.58606364 0.4680658 0.56758425 0.41319987 0.66748992 0.42307946 0.51610179 0.42674544 0.56245185] [ 0.01938783] [ 0.27279012 0.63609178 0.42190677 0.64311443 0.46755781 0.68510192 0.32258273 0.46516244 0.45377073 0.5950882 ] [ 0.38308962] [ 0.64148661 0.57441063 0.53978709 0.32982637 0.34803039 0.26898223 0.50409764 0.59253903 0.59317825 0.32777092] [ 0.1306414] [ 0.22146601 0.42675947 0.53125698 0.51687854 0.48433491 0.70050197 0.41112555 0.38288237 0.42380419 0.5508966 ] [-0.44822824] [ 0.37906763 0.76137715 0.3797709 0.6688305 0.37666777 0.50266158 0.37809268 0.49876322 0.60861218 0.62228509] [ 0.61485992] [ 0.69633098 0.60256472 0.59968362 0.45850539 0.38540036 0.59121231 0.50408932 0.53077315 0.59907159 0.51115609] [-0.46539877] [ 0.56097418 0.31256037 0.71997309 0.29615354 0.38064329 0.43356287 0.56961594 0.56194633 0.4803048 0.28520247] [-0.0361375] [ 0.3771335 0.6437009 0.4870728 0.57850519 0.41351275 0.6657699 0.39610123 0.63738235 0.5167592 0.60814599] [ 0.19235135] [ 0.51720179 0.33734982 0.67806648 0.45887425 0.3555597 0.54026858 0.39945797 0.45482079 0.47874016 0.34019546] [-0.47444059] [ 0.50333013 0.54442175 0.54976525 0.37811267 0.38685481 0.51464496 0.56981306 0.47706132 0.55855954 0.41207278] [-0.10493405] [ 0.62270688 0.55191526 0.51295121 0.39764301 0.39448291 0.26905187 0.50405444 0.61027024 0.54112003 0.4305569 ] [ 0.05814499] [ 0.31024922 0.43606371 0.63943459 0.37799447 0.60621876 0.62931703 0.37512557 0.33905367 0.39990963 0.56864952] [-0.25481677] [ 0.48926686 0.50941242 0.42072615 0.5543827 0.51816873 0.7365831 0.41373143 0.53567096 0.38508168 0.61769918] [ 0.11103934] [ 0.37067852 0.63482229 0.44027267 0.61616006 0.3718805 0.54159635 0.35759332 0.60751682 0.59297523 0.52683096] [-0.17477769] [ 0.27166258 0.54536251 0.41199536 0.5984534 0.46757751 0.55543911 0.4440056 0.52464713 0.4187553 0.5512912 ] [ 0.51747983] [ 0.45094506 0.65692187 0.37354239 0.49222719 0.39549244 0.41677282 0.44940008 0.54931663 0.58566203 0.42135197] [ 0.07807065] [ 0.48999448 0.59518626 0.45154753 0.40443328 0.27523148 0.47265051 0.52283843 0.53930457 0.51218289 0.43194459] [ 0.68330411] [ 0.67692899 0.64176444 0.59142641 0.40767636 0.35206777 0.57970193 0.53096322 0.53350896 0.51420105 0.5155217 ] [-0.65964709] [ 0.60695272 0.67074043 0.4712948 0.59834782 0.41746257 0.5825448 0.38576745 0.67485724 0.57122362 0.51267823] [ 1.1041335] [ 0.44710905 0.62009478 0.44357209 0.50977174 0.44051824 0.38474648 0.56301796 0.57541397 0.60904448 0.26639065] [-0.36420975] [ 0.71979741 0.6205114 0.58951581 0.46640848 0.42286129 0.38851299 0.56524294 0.65398416 0.59998324 0.41276594] [ 0.29141809] [ 0.42536413 0.65756918 0.48990147 0.4277136 0.41686932 0.56189901 0.44849149 0.66693028 0.63789892 0.50148517] [-0.50592373] [ 0.670852 0.73199795 0.61019757 0.33520074 0.45745067 0.65792743 0.61061624 0.53805772 0.5402306 0.62210994] [ 0.46193398] [ 0.4065713 0.5235478 0.58574496 0.39020269 0.38309437 0.49724473 0.40436227 0.40428258 0.43031233 0.41638589] [-0.08720864] [ 0.3440877 0.5289385 0.41618616 0.70789024 0.47747027 0.65137776 0.39755913 0.48422515 0.31040198 0.57687733] [-0.19900817] [ 0.36305377 0.64879245 0.47962617 0.5854557 0.28920034 0.60673755 0.40127871 0.43398592 0.54681803 0.58090602] [-0.24929893] [ 0.42058703 0.6701261 0.45086646 0.55287974 0.44129263 0.63973185 0.43331812 0.48904842 0.48015337 0.63383781] [-0.2664092] [ 0.29244185 0.61295021 0.3803225 0.38924613 0.45945357 0.6785073 0.39092057 0.57727657 0.40504596 0.55015374] [-0.00291032] [ 0.35688566 0.61943247 0.52307696 0.48285975 0.40234015 0.49729101 0.5062149 0.49408672 0.52682543 0.49794786] [ 0.03468044] [ 0.73723581 0.52222803 0.55450744 0.27284088 0.45679536 0.43621335 0.53545027 0.59471122 0.50596598 0.39048589] [-0.11846609] [ 0.43409697 0.34061745 0.70351242 0.39146439 0.46159009 0.56483465 0.41651285 0.39959102 0.35721219 0.51159959] [ 0.17990677] [ 0.25258203 0.26083502 0.65439222 0.48836539 0.55400517 0.72329125 0.34068521 0.37314968 0.3738986 0.45384039] [-0.38465993] [ 0.52652559 0.50353081 0.49239279 0.44262894 0.45693858 0.46143882 0.40671216 0.45961603 0.52696451 0.45148779] [-0.79205553] [ 0.39451699 0.75827177 0.40606157 0.5564744 0.30751533 0.46810632 0.41872468 0.48822714 0.60848078 0.62470827] [ 0.52215861] [ 0.31017731 0.62282089 0.38937824 0.55815549 0.36320706 0.55378431 0.40883597 0.46957293 0.50530541 0.42385623] [-0.09413951] [ 0.50169439 0.52359724 0.57196421 0.44605009 0.40957275 0.5012061 0.47058013 0.52665452 0.50185398 0.448827 ] [-0.12891575] [ 0.4817723 0.62912015 0.38161743 0.4983897 0.24718291 0.49115514 0.42836569 0.59844358 0.49829334 0.41793896] [-0.92337921] [ 0.74324051 0.72194242 0.47218354 0.45353778 0.24649252 0.40597119 0.4598164 0.59274635 0.71834668 0.47600169] [-0.68107431] [ 0.49893076 0.63461689 0.45878503 0.47911466 0.42211809 0.59508363 0.47262103 0.61665933 0.5768355 0.42844854] [-0.24475612] [ 0.4374183 0.5990904 0.43494981 0.59954542 0.38443754 0.6999981 0.44244867 0.38912139 0.56244994 0.56586559] [-0.40266336] [ 0.62705095 0.44955717 0.67883392 0.31063804 0.60106459 0.51579293 0.47918037 0.570147 0.37071778 0.54256691] [ 0.48817042] [ 0.20826049 0.54453406 0.44631045 0.7174051 0.52224345 0.78978725 0.33086444 0.41136535 0.40257686 0.60991705] [ 0.05680757] [ 0.15721555 0.51319004 0.42292832 0.69133614 0.41339298 0.57663364 0.31045143 0.36907191 0.47629406 0.44708073] [-0.252078] [ 0.33844339 0.23967084 0.67734401 0.44431808 0.46265259 0.6013273 0.42448639 0.46598645 0.33572809 0.39592847] [-0.64006717] [ 0.57282934 0.51626905 0.59075377 0.37402482 0.46708011 0.47915171 0.54990687 0.61871997 0.41821706 0.41633229] [-0.27039559] [ 0.4302891 0.41678508 0.63895639 0.48574338 0.38708062 0.65093544 0.44633892 0.4297645 0.41274057 0.44998952] [-0.1442559] [ 0.5726198 0.50273184 0.63365914 0.52767138 0.4725701 0.63836339 0.40809877 0.60552634 0.41653975 0.4490816 ] [-0.61822318] [ 0.55234021 0.53838602 0.520298 0.38766394 0.57768825 0.56465118 0.44682623 0.49377865 0.37147838 0.5684087 ] [-0.59142278] [ 0.33846547 0.51771899 0.4367438 0.64272444 0.44259839 0.56091584 0.41330424 0.5576903 0.51111737 0.33263443] [-0.01222961] [ 0.25874379 0.39144082 0.56271427 0.66584644 0.35188934 0.71790111 0.36581158 0.37885324 0.43424516 0.47636345] [-0.24864401] [ 0.45519382 0.68504313 0.46352231 0.59173466 0.37805018 0.6758377 0.43958825 0.42929211 0.59947755 0.6293436 ] [-0.53703174] [ 0.64463283 0.53015249 0.59384827 0.52081393 0.29430354 0.3504928 0.416655 0.45350094 0.5862402 0.36280273] [ 0.05843774] [ 0.45853349 0.48571858 0.5197684 0.32148373 0.40261263 0.53476254 0.43626781 0.60645652 0.47212803 0.36458141] [ 0.28656575] [ 0.31101061 0.38660275 0.38778409 0.5703571 0.47816398 0.67327292 0.50640931 0.48228928 0.362393 0.60835861] [ 0.50303845] [ 0.20031805 0.39653299 0.6374122 0.57984157 0.52149888 0.84156946 0.3746268 0.38029825 0.38317554 0.61731051] [ 0.02182577] [ 0.40293729 0.49000031 0.67551972 0.3701983 0.6773075 0.7608028 0.4213261 0.43122626 0.40143914 0.66225202] [ 1.66277854] [ 0.79039785 0.61786774 0.59311942 0.44701421 0.32864538 0.36134943 0.50649227 0.81589512 0.59628908 0.30754116] [ 0.11853712] [ 0.65964044 0.5602573 0.56740476 0.49147164 0.28968145 0.47935772 0.40910062 0.48277449 0.60787867 0.50248452] [-0.367607] [ 0.4539072 0.41238237 0.63442095 0.26225501 0.61514673 0.45552785 0.49531859 0.44771078 0.48998728 0.42481061] [-0.76320526] [ 0.43926656 0.65851516 0.52929544 0.55925078 0.46606386 0.52302366 0.42808499 0.51713032 0.51967846 0.48074744] [ 0.00855496] [ 0.32781695 0.54269169 0.61239656 0.42200044 0.47787892 0.59608902 0.48708328 0.40799471 0.58508702 0.5128738 ] [-0.0510883] [ 0.65357548 0.62341352 0.50157816 0.34028441 0.43438089 0.35029127 0.47847663 0.46975973 0.60496125 0.42647252] [ 0.65146725] [ 0.52692793 0.53164643 0.56239245 0.28488053 0.45220771 0.58382352 0.46598539 0.60699002 0.49310482 0.46448293] [-1.16801284] [ 0.6119212 0.68717662 0.50729189 0.51490793 0.25687582 0.45232259 0.43753872 0.48951849 0.54118925 0.48930358] [-0.57110104] [ 0.44111741 0.63583734 0.49529704 0.48292341 0.46197136 0.57636664 0.47845017 0.66235866 0.66189868 0.64396746] [-0.05826855] [ 0.60623969 0.71223302 0.44878216 0.3397916 0.34580213 0.36938811 0.49452592 0.5694918 0.66972949 0.46738402] [-0.17094675] [ 0.49909989 0.3250727 0.61684142 0.25756346 0.55765695 0.54733946 0.4418948 0.5528169 0.43024844 0.39957334] [ 0.38912922] [ 0.18077775 0.59018055 0.46797628 0.55727516 0.4628411 0.74642554 0.33563277 0.32199005 0.43597034 0.60715079] [ 0.6201048] [ 0.58490694 0.74025783 0.41913506 0.58497714 0.24652649 0.3890037 0.46509206 0.54516369 0.65793615 0.56224859] [ 0.14122594] [ 0.53998368 0.65882204 0.45523108 0.47832281 0.32217274 0.37927478 0.49818068 0.59003003 0.56841524 0.45723902] [-1.1113405] [ 0.44840844 0.45305841 0.62480842 0.33151179 0.42007511 0.37128472 0.5246338 0.5063032 0.48288885 0.33268865] [-0.26366819] [ 0.27169533 0.55103021 0.44398626 0.54863643 0.44913218 0.7133549 0.3735135 0.6391749 0.52894919 0.55610487] [-0.45591555] [ 0.3502005 0.65963473 0.4572411 0.66810785 0.30245413 0.70189089 0.44133786 0.60378484 0.47009228 0.52602275] [-0.2253867] [ 0.33828851 0.47279497 0.63765617 0.42398936 0.44829 0.52969601 0.4657137 0.45918725 0.46840772 0.55144314] [-0.53216888] [ 0.51623258 0.57802953 0.55499966 0.45249993 0.49679618 0.52997672 0.39963465 0.57418909 0.48220292 0.53103215] [-0.11808364] [ 0.62906506 0.75190388 0.52535572 0.56560872 0.42853263 0.46808838 0.52084734 0.61522809 0.64592941 0.5581499 ] [-0.86394842] [ 0.42892937 0.75468479 0.43819048 0.50720635 0.30881697 0.60547358 0.50206807 0.50146979 0.72872945 0.58171772] [-0.15590574] [ 0.58251407 0.5434077 0.51501842 0.32373868 0.43958347 0.52405793 0.46630794 0.64369965 0.59046113 0.42511202] [ 0.45061421] [ 0.61011493 0.61467049 0.54020431 0.40170419 0.37736883 0.42765994 0.43115919 0.5872735 0.63481002 0.52502385] [-0.40281169] [ 0.28413753 0.60493941 0.41394419 0.56883527 0.48127533 0.49383112 0.42894557 0.42970376 0.55641717 0.35648052] [ 1.72037279] [ 0.68672472 0.61102477 0.50100577 0.45341425 0.31310048 0.45671016 0.52975604 0.62910999 0.49925103 0.40612788] [ 0.0708388] [ 0.53515439 0.60431779 0.3861506 0.59152397 0.29412663 0.44408424 0.46012364 0.56608786 0.53253096 0.42066169] [-0.28439783] [ 0.39114764 0.37320625 0.47223243 0.5186034 0.49105178 0.77588225 0.3684353 0.66528909 0.46090723 0.4331313 ] [ 0.03782468] [ 0.51384287 0.70430097 0.43705139 0.53005167 0.2483808 0.38935478 0.5267218 0.62412282 0.57184188 0.45849871] [ 0.85640777] [ 0.61885293 0.57476619 0.52658439 0.35821772 0.40683641 0.36312236 0.62018239 0.6746165 0.57090849 0.31897305] [ 0.05286917] [ 0.28431814 0.50050042 0.46851959 0.4310175 0.5367634 0.65170515 0.28659888 0.40651809 0.32458717 0.5398688 ] Progress: 45.7% ... Training loss: 0.329 ... Validation loss: 0.528[-0.54417218] [ 0.39088382 0.76606733 0.37990583 0.61150278 0.32019236 0.44354897 0.37291256 0.39630056 0.47919019 0.54945732] [-0.32277924] [ 0.58971192 0.47611587 0.5744141 0.3533875 0.36350885 0.62605317 0.50745297 0.64067669 0.36888431 0.42376851] [-0.54430622] [ 0.41066776 0.54777401 0.42815249 0.64353002 0.41999243 0.6572595 0.48958766 0.59347283 0.49730462 0.38070185] [ 0.13350174] [ 0.35682233 0.3793984 0.64366442 0.44074568 0.47062603 0.64775938 0.3957885 0.49542982 0.32401618 0.50053689] [-0.49489638] [ 0.49714759 0.66051472 0.44425463 0.58473166 0.31655923 0.4295542 0.45786079 0.72666003 0.48575522 0.53381615] [-0.37499339] [ 0.37913057 0.34315463 0.68607617 0.44300986 0.45101581 0.48644828 0.47526923 0.43545496 0.41001905 0.38982963] [ 0.3319053] [ 0.78647353 0.53390645 0.56591917 0.35033037 0.24559532 0.35494329 0.47826377 0.45924429 0.49250752 0.34653771] [ 0.02636295] [ 0.42105813 0.52620575 0.48383863 0.49668314 0.39245922 0.58449428 0.5823766 0.62949431 0.47516113 0.42184945] [ 0.56254617] [ 0.76628286 0.23727892 0.76055083 0.17802831 0.35787645 0.38104852 0.55627603 0.67584884 0.42906035 0.23428965] [ 0.47031584] [ 0.76861797 0.53681258 0.58929372 0.4058383 0.28052724 0.35867127 0.44132953 0.50735926 0.62111166 0.39189308] [ 0.47785076] [ 0.21591194 0.52562184 0.59306298 0.4448354 0.60438874 0.72509152 0.42167633 0.24768847 0.47133455 0.6391899 ] [-0.68245676] [ 0.68444126 0.68792834 0.49143391 0.3859243 0.5178187 0.37372281 0.53194418 0.58866313 0.63879717 0.349006 ] [ 0.24458535] [ 0.69718954 0.48890345 0.64732759 0.26715093 0.34047018 0.37712996 0.62466297 0.67138166 0.55459566 0.39134617] [-0.60310072] [ 0.32759828 0.48831443 0.62278216 0.45417977 0.40556714 0.59524056 0.45482733 0.37051035 0.46195362 0.38818851] [-0.11311937] [ 0.35787576 0.4469767 0.55249537 0.54275892 0.38160519 0.65599502 0.43192984 0.61169787 0.38685853 0.36742729] [-0.2478911] [ 0.42540396 0.70349381 0.42651924 0.62569398 0.27097781 0.6921644 0.34681666 0.53170104 0.47382668 0.62945301] [-0.54238202] [ 0.37748032 0.71670661 0.31345638 0.72460789 0.37160629 0.48207446 0.45587857 0.52172097 0.47417523 0.57238676] [-0.42448972] [ 0.65625898 0.51139334 0.57762569 0.39579516 0.3213131 0.53310764 0.4380196 0.64303593 0.53871262 0.51552968] [-0.28961108] [ 0.40249513 0.62042517 0.49937342 0.63037145 0.40223477 0.68382431 0.43800278 0.49101 0.42559126 0.51282299] [-0.04238923] [ 0.57461803 0.50112227 0.49424528 0.55540857 0.36803902 0.54746092 0.54113276 0.61325501 0.42524623 0.4416697 ] [-0.97490631] [ 0.51762965 0.70847101 0.41480955 0.61789828 0.26643426 0.36767116 0.4895329 0.64556545 0.51514981 0.68922866] [-0.54389667] [ 0.3894698 0.55841385 0.49257236 0.63079968 0.37882458 0.65579987 0.46967023 0.52377635 0.52015399 0.47465375] [-0.04444969] [ 0.44608757 0.57526514 0.37430717 0.65551238 0.39259739 0.69416145 0.44284926 0.59861879 0.4967294 0.56193944] [-0.1426511] [ 0.53361557 0.56441469 0.49724253 0.48194952 0.46615835 0.46950027 0.5371256 0.54340412 0.41706431 0.5570797 ] [-0.82142765] [ 0.51044999 0.35848742 0.55600219 0.46464734 0.33576789 0.29630444 0.47474003 0.64134264 0.45898794 0.26901312] [-0.01308743] [ 0.27081731 0.44800395 0.52199518 0.38037158 0.50027551 0.69277572 0.38879548 0.39097741 0.39832659 0.52137534] [ 0.26049235] [ 0.27515543 0.7660547 0.380954 0.56807727 0.30548077 0.72244039 0.37514086 0.50196284 0.52324593 0.6144842 ] [-0.16394688] [ 0.53272173 0.70424048 0.45464446 0.45793432 0.39782313 0.47339116 0.49116542 0.50927489 0.71858286 0.65614398] [ 0.01039465] [ 0.61786281 0.44556922 0.66737018 0.35045525 0.30283522 0.44399124 0.50587477 0.71324608 0.50578599 0.29470221] [ 0.20342216] [ 0.51356919 0.6538914 0.45181452 0.63380154 0.29556801 0.44293395 0.48147513 0.48471338 0.54251898 0.62328018] [-0.98114131] [ 0.75376377 0.74074867 0.55766375 0.33469141 0.40503858 0.52096481 0.60427156 0.66525191 0.59502069 0.59775208] [-0.19114596] [ 0.57638404 0.69505787 0.51315855 0.4694606 0.49892199 0.57182158 0.5117649 0.52844395 0.52775811 0.70841221] [-0.62781924] [ 0.43513525 0.67635965 0.43777195 0.59214108 0.34974292 0.53422937 0.43661488 0.60189879 0.48355553 0.53215314] [ 0.00989853] [ 0.37592806 0.44217564 0.6111028 0.3412848 0.50722542 0.47890749 0.51095252 0.47796493 0.45550116 0.41580559] [ 0.58839404] [ 0.83620388 0.6137199 0.63033556 0.2160817 0.36034284 0.4574094 0.63491926 0.744228 0.61689332 0.42983607] [-0.07911901] [ 0.42184597 0.70450388 0.50324202 0.51938011 0.36578022 0.63120786 0.41697867 0.5803091 0.56959834 0.55786463] [-0.11958329] [ 0.50623051 0.69095295 0.48089878 0.51588559 0.43676636 0.71770793 0.46263971 0.46604261 0.43507382 0.68105258] [ 0.60975249] [ 0.5721082 0.56026166 0.55597242 0.51596419 0.27214138 0.46750443 0.40660834 0.57935037 0.5671067 0.48925609] [-0.04253314] [ 0.32309683 0.69551804 0.42945886 0.67528362 0.34247434 0.52943267 0.51375768 0.63767869 0.50507034 0.58802365] [-0.15916966] [ 0.34692541 0.76580162 0.28869286 0.64224195 0.33378865 0.62582521 0.36816315 0.51559124 0.5431939 0.64951545] [-0.40840602] [ 0.39422809 0.5885189 0.3970061 0.53990957 0.39161574 0.69497385 0.45037698 0.75604918 0.58964499 0.41423252] [ 0.43991722] [ 0.21677443 0.64931295 0.42167215 0.65209214 0.40974604 0.76874128 0.33396244 0.38396189 0.49238832 0.62592031] [-1.00865199] [ 0.57946199 0.68980943 0.56047496 0.51899048 0.42913797 0.42456527 0.4472382 0.64036252 0.54579536 0.4312825 ] [ 1.48096841] [ 0.7090766 0.66423611 0.4962248 0.30674778 0.32008145 0.30123973 0.52860666 0.61434985 0.62973012 0.37670001] [ 0.35141522] [ 0.18377943 0.57023214 0.4625837 0.43623167 0.44021549 0.74673261 0.38338608 0.36420456 0.48603298 0.62427413] [ 0.40058239] [ 0.45886247 0.6044511 0.48572996 0.59708812 0.303511 0.62908837 0.35378634 0.35867041 0.48718084 0.58512488] [-0.70762095] [ 0.67374836 0.76445325 0.53863996 0.37484431 0.45911911 0.46868041 0.56155821 0.62195498 0.57658514 0.68703134] [ 0.16554651] [ 0.59693075 0.58293068 0.51243233 0.42162367 0.40591421 0.53903505 0.43740094 0.62249203 0.50512647 0.44709381] [-0.64155654] [ 0.41357551 0.69460336 0.38266717 0.63811395 0.39377364 0.66621907 0.56153222 0.63924209 0.52587609 0.42266185] [-0.21235979] [ 0.32706904 0.67134428 0.43506507 0.59352483 0.47543252 0.56237338 0.46649046 0.66649398 0.56330936 0.44916539] [ 0.05593894] [ 0.21475035 0.5813607 0.51046079 0.64679086 0.38341913 0.61061754 0.3975211 0.4243454 0.48659121 0.51751855] [-0.05611316] [ 0.26688811 0.68017411 0.41573991 0.63283238 0.43021335 0.65606915 0.45815165 0.49328174 0.40938709 0.58433073] [ 0.28881467] [ 0.43307826 0.64507193 0.49349488 0.51798023 0.29323099 0.5913111 0.39973322 0.57419242 0.45987609 0.48195638] [-0.06088087] [ 0.64307185 0.61959022 0.67765774 0.31530752 0.51655709 0.54387982 0.61076799 0.5426063 0.61243473 0.55463528] [ 0.14237185] [ 0.51493104 0.54262061 0.54101625 0.46343748 0.33917388 0.49942324 0.54958882 0.4645809 0.51166464 0.52419822] [-0.1539279] [ 0.33004503 0.55444774 0.55363677 0.39749432 0.46710324 0.50651109 0.4064856 0.49232125 0.43617497 0.50824047] [-0.20352281] [ 0.60632607 0.64169809 0.48850664 0.49164899 0.42750583 0.38276172 0.38094544 0.4879552 0.61153141 0.40354661] [ 0.23601013] [ 0.1856262 0.48480318 0.5180385 0.49862663 0.48382536 0.70286464 0.43521657 0.39186329 0.48144314 0.5585861 ] [-1.01535704] [ 0.41646722 0.61060494 0.53100537 0.54506907 0.31888862 0.53225309 0.44320119 0.58160374 0.44339221 0.3644256 ] [ 0.26237138] [ 0.56183191 0.6457917 0.46852402 0.63327982 0.29925847 0.48931252 0.51527284 0.46051356 0.58771651 0.50897144] [-0.16756561] [ 0.33691148 0.5740545 0.48661425 0.55586528 0.40523501 0.70529312 0.56855316 0.63921705 0.39648605 0.42940976] [ 0.25053544] [ 0.20367581 0.63031104 0.39599158 0.67093774 0.46108457 0.63788581 0.31068108 0.41460173 0.48450624 0.6337003 ] [ 2.03689655] [ 0.83726278 0.59372492 0.61877797 0.3279069 0.39816799 0.27080924 0.56874126 0.71955104 0.64032313 0.27440217] [ 0.72882132] [ 0.75437385 0.58677467 0.52101695 0.39236736 0.25200334 0.3311079 0.53482328 0.56069136 0.60766345 0.34660712] [-0.29866452] [ 0.33712395 0.62954956 0.44268568 0.64875927 0.35372792 0.57740748 0.31475956 0.55310415 0.56726523 0.53323043] [-0.34592349] [ 0.69528035 0.41886949 0.71517628 0.31071709 0.5968104 0.55236559 0.47625567 0.55695917 0.47677749 0.54338157] [-0.07475518] [ 0.30206822 0.5603247 0.4484878 0.68540121 0.44304054 0.51991861 0.34306926 0.55789251 0.53722295 0.44862923] [-1.23413925] [ 0.43201948 0.52483476 0.52482763 0.57060791 0.39676299 0.3393417 0.43354925 0.60943452 0.59538521 0.25646775] [-0.54849106] [ 0.39032265 0.56332455 0.39451584 0.55628119 0.37694564 0.58058892 0.4474259 0.63553644 0.49154764 0.38203667] [ 1.34335479] [ 0.56748278 0.59612931 0.52796731 0.47995314 0.31712625 0.36529962 0.46600377 0.56232839 0.46760855 0.36218509] [-0.20159486] [ 0.64443815 0.68521255 0.58477553 0.58827439 0.41759147 0.39244786 0.45322292 0.64689443 0.67979736 0.41848263] [-0.23510352] [ 0.39813593 0.37602338 0.63635018 0.36387935 0.4806913 0.4492227 0.53172808 0.39758078 0.51912274 0.28424066] [-0.52026272] [ 0.48966312 0.73789186 0.35391885 0.56770556 0.36633811 0.61358672 0.49196692 0.53343678 0.58569566 0.54223841] [ 0.10751017] [ 0.62831495 0.56251902 0.61113908 0.33687535 0.43366127 0.49440063 0.4453378 0.57512651 0.45388211 0.45797841] [ 0.06112002] [ 0.34541491 0.4764305 0.55614634 0.45381493 0.50393844 0.62599195 0.4671537 0.56172433 0.3610868 0.58093489] [ 0.02218] [ 0.22549093 0.52099976 0.58626205 0.63016073 0.4405096 0.7005102 0.40614023 0.40602312 0.50243828 0.50516323] [ 0.08363732] [ 0.44808832 0.47387459 0.65295827 0.42997064 0.55091222 0.49705243 0.41406179 0.49630129 0.50619926 0.63516679] [ 0.41005573] [ 0.55549489 0.60936286 0.55205916 0.41322898 0.28665078 0.41970144 0.60345578 0.7866407 0.53702544 0.32744592] [-0.57438279] [ 0.57622793 0.32490104 0.72970723 0.30946792 0.60955847 0.63281476 0.36899099 0.4505891 0.27984895 0.50080993] [-0.4807274] [ 0.67827163 0.54396731 0.5393622 0.34529457 0.27667054 0.52987865 0.47610286 0.60243894 0.42883739 0.47700144] [ 0.0354429] [ 0.39543705 0.68860203 0.52774039 0.45682216 0.39468514 0.58125051 0.45918096 0.51258173 0.50272812 0.57642145] [ 0.06477481] [ 0.46681191 0.22840912 0.74529451 0.305475 0.55495474 0.44931758 0.42699767 0.43723671 0.38826945 0.37579355] [-0.29371453] [ 0.71782656 0.68467799 0.50011596 0.46215017 0.37641391 0.38777616 0.43603634 0.41956398 0.65275841 0.41762421] [-0.31074615] [ 0.67369038 0.56049553 0.63822156 0.35304542 0.50431906 0.40941717 0.60832579 0.61004013 0.53453209 0.43325149] [ 0.2609627] [ 0.62336352 0.67527715 0.38259891 0.45708836 0.36012232 0.58985195 0.48876841 0.58821904 0.48441487 0.50804269] [-0.05954167] [ 0.66590444 0.67048776 0.57956543 0.39041021 0.36396805 0.51977399 0.63728921 0.65194883 0.6530918 0.4808047 ] [ 0.02098069] [ 0.50370506 0.47040924 0.68866697 0.32363174 0.57387526 0.61928664 0.41008737 0.5659006 0.35440401 0.55628209] [-0.47360669] [ 0.78019115 0.61129113 0.52885547 0.30183989 0.25197138 0.37733197 0.54704149 0.52723748 0.56073079 0.38307651] [ 0.06352172] [ 0.46778071 0.68356987 0.42922633 0.68049071 0.22133156 0.42662521 0.4304557 0.48227757 0.60032925 0.44482532] [ 1.03171686] [ 0.69406399 0.55911161 0.56285063 0.31505653 0.32564979 0.37789024 0.48845286 0.7178269 0.52040823 0.39500851] [ 0.36519107] [ 0.44335559 0.5376935 0.38019566 0.58399213 0.33008213 0.30168343 0.48454495 0.52124809 0.54780994 0.56934739] [ 0.14089531] [ 0.33620013 0.30558258 0.69237241 0.37824511 0.55471554 0.66334632 0.38719951 0.28858123 0.28964101 0.54512297] [ 0.46837923] [ 0.54695356 0.76923795 0.48462369 0.61315436 0.34032506 0.48289377 0.45257292 0.70692027 0.62563084 0.45346766] [ 0.39986219] [ 0.21552127 0.62621615 0.32757287 0.62513797 0.42406374 0.58982491 0.34699336 0.46623293 0.45269234 0.77480991] [ 0.63423698] [ 0.58546225 0.61651797 0.49388815 0.53017563 0.24207259 0.41420032 0.45754397 0.5715118 0.5396165 0.389333 ] [-0.61409469] [ 0.56887861 0.70105693 0.4591122 0.40860455 0.51195617 0.56141393 0.4397443 0.41821369 0.56389526 0.60794353] [-0.06315323] [ 0.66084139 0.34365809 0.68015669 0.25102476 0.35969612 0.35823693 0.57016367 0.67277398 0.39749566 0.26117465] [-0.23357894] [ 0.37831718 0.66902411 0.40676239 0.56370674 0.34249496 0.65343456 0.46505943 0.51069857 0.43999288 0.56399417] [-0.78201722] [ 0.31767544 0.49949127 0.62557353 0.52608094 0.32273679 0.51720128 0.44946137 0.62556311 0.50152498 0.39836623] [ 0.2062604] [ 0.58572863 0.50523573 0.57345463 0.3794188 0.53132335 0.60679393 0.54656082 0.58272401 0.40470562 0.45898152] [ 0.31097485] [ 0.75574406 0.63548379 0.58717295 0.34276814 0.40590451 0.42801306 0.59569759 0.63460854 0.58158681 0.48457341] [-0.1256013] [ 0.24147415 0.59136227 0.39841602 0.66536459 0.47874913 0.53914405 0.35460022 0.40048051 0.48537808 0.52263116] [-0.24040185] [ 0.28243603 0.58811989 0.41000655 0.61280742 0.42646672 0.65984104 0.53257271 0.61297219 0.48749677 0.48307648] [-0.03451121] [ 0.23202874 0.13869801 0.72161184 0.50361355 0.55900849 0.68703446 0.46700492 0.3334849 0.29438849 0.33258051] [-0.47341895] [ 0.43922277 0.65049984 0.48773114 0.52109215 0.35959807 0.60644809 0.41798976 0.48228012 0.53534832 0.53762836] [-0.56067903] [ 0.54241175 0.68215582 0.42743105 0.49552722 0.33895693 0.51196851 0.50352987 0.66596356 0.53063486 0.44095749] [ 0.68306389] [ 0.37582006 0.50628807 0.44679715 0.57125441 0.49260815 0.38440589 0.47284634 0.54257436 0.49080848 0.50760558] [-0.55544574] [ 0.4416288 0.75328917 0.39800553 0.71946766 0.29679636 0.65046297 0.4213895 0.57611693 0.54609041 0.51835861] [ 0.02506347] [ 0.37561005 0.65225736 0.43790857 0.65657309 0.33413599 0.61656762 0.37520769 0.36028797 0.55661187 0.6995423 ] [ 0.24485246] [ 0.59422764 0.56082152 0.51142559 0.50754336 0.25543846 0.34706079 0.53276162 0.62316084 0.53550893 0.37665682] [-0.29866452] [ 0.33712395 0.62954956 0.44268568 0.64875927 0.35372792 0.57740748 0.31475956 0.55310415 0.56726523 0.53323043] [-0.03056285] [ 0.73717835 0.46977382 0.56719937 0.35015299 0.35854773 0.26026873 0.63757157 0.71482121 0.52129004 0.23662693] [-0.85692481] [ 0.42194402 0.31804589 0.61928975 0.32987466 0.41199687 0.37478157 0.44401637 0.64320629 0.34862696 0.25327571] [ 0.39712422] [ 0.30554283 0.54474873 0.53509203 0.39802461 0.60997353 0.71572955 0.36544175 0.35471883 0.3550649 0.70186121] [-0.25360151] [ 0.47032798 0.75370606 0.48569098 0.60584021 0.44165226 0.70852985 0.43831344 0.52347887 0.63733854 0.67286131] [ 0.15566774] [ 0.38491287 0.72599216 0.42501933 0.31556104 0.49981479 0.70310516 0.40999762 0.46405016 0.52639326 0.69778219] [ 0.01650376] [ 0.35403058 0.48169619 0.4822572 0.49227353 0.49502234 0.72916783 0.41862886 0.57429486 0.46105569 0.68987138] [ 0.07589659] [ 0.72572196 0.67907088 0.52102648 0.43237031 0.41506627 0.3765109 0.4807909 0.62662055 0.64023781 0.39443789] [-0.09987265] [ 0.38627588 0.47125547 0.65004911 0.42938446 0.52011603 0.59207221 0.45569807 0.39026898 0.35095896 0.62118959] [-1.12514799] [ 0.34263162 0.43654044 0.61535826 0.37682836 0.46998085 0.37306891 0.45213622 0.44323681 0.47092807 0.3022285 ] [ 0.0087444] [ 0.32128927 0.54662744 0.5204208 0.55802259 0.48746265 0.62342618 0.44022478 0.36218397 0.39055091 0.60715283] [ 1.32690307] [ 0.7450873 0.67060732 0.56084482 0.35525686 0.42330827 0.28693965 0.62973795 0.66452372 0.63331754 0.40354974] [-0.6984424] [ 0.32206668 0.70698711 0.49625807 0.53970193 0.35905897 0.47302448 0.41268169 0.53164938 0.55040924 0.46298525] [ 0.24014218] [ 0.36028593 0.58653131 0.47852053 0.54095321 0.34573112 0.62167284 0.46806554 0.38393592 0.50791585 0.51030112] [ 0.44181884] [ 0.15319753 0.59998856 0.44446483 0.69306747 0.51098907 0.74687692 0.37579531 0.41023908 0.57244625 0.62705877] [ 0.17122232] [ 0.27523305 0.5622071 0.56147601 0.51680055 0.53155458 0.75638067 0.44171078 0.46113606 0.5270801 0.66087441] [ 0.9687043] [ 0.41644993 0.69074235 0.43847812 0.61645049 0.28489996 0.44791449 0.30211894 0.56553549 0.6636665 0.47541013] [ 0.26575341] [ 0.50081432 0.59797794 0.51366179 0.50445637 0.36128989 0.47376171 0.3806396 0.57888322 0.61669568 0.53318589] Progress: 46.0% ... Training loss: 0.335 ... Validation loss: 0.536[ 1.374905] [ 0.52616154 0.39353391 0.52082882 0.51743345 0.24419228 0.30145899 0.49214482 0.61728207 0.51675557 0.22021018] [-0.07339443] [ 0.47285438 0.72152196 0.43569579 0.56315939 0.31828086 0.69213967 0.44262045 0.49719452 0.60429378 0.67214422] [ 0.34119919] [ 0.62482232 0.55362043 0.51625336 0.35183916 0.36646812 0.37776179 0.55083363 0.62670293 0.65288022 0.34708347] [ 2.30360075] [ 0.68804409 0.57066594 0.60091252 0.55343789 0.3883121 0.33630822 0.49042808 0.72403611 0.5665545 0.28086287] [ 0.36695457] [ 0.23322513 0.68386102 0.48616597 0.46905474 0.47036405 0.68896719 0.35446467 0.50108775 0.48822471 0.66736805] [-0.3068672] [ 0.2768099 0.16406554 0.7408519 0.38596415 0.58949622 0.46810693 0.46971282 0.35783987 0.24163714 0.35875053] [-0.67247643] [ 0.40737974 0.72642411 0.4815861 0.54681781 0.268166 0.50484425 0.4049417 0.49450286 0.51112684 0.47463218] [ 0.13009972] [ 0.29780019 0.51891785 0.46717523 0.56045492 0.43702144 0.78223231 0.38095846 0.60999532 0.49261376 0.49257422] [ 0.67687195] [ 0.75065316 0.49792283 0.58344314 0.27016393 0.23704841 0.198699 0.55570213 0.72174034 0.55405884 0.2415867 ] [-0.20630079] [ 0.57422217 0.6229212 0.56424471 0.39924341 0.39126099 0.42030459 0.48610327 0.56245192 0.62804107 0.49919032] [-0.34705886] [ 0.62308824 0.57370037 0.54597066 0.27561649 0.43921823 0.47045459 0.43913347 0.60526232 0.46511551 0.54677213] [ 0.25965398] [ 0.73424136 0.66148935 0.52285734 0.4392358 0.41032413 0.42994485 0.44758542 0.66660787 0.64006006 0.39018168] [-0.07333055] [ 0.35343136 0.35881879 0.6012739 0.61291055 0.42586232 0.44439711 0.47556567 0.47473321 0.41172712 0.5977306 ] [ 0.68608017] [ 0.18499056 0.69911088 0.43654299 0.62098076 0.56391044 0.80527805 0.3795162 0.4412471 0.51504673 0.70457621] [-0.44361808] [ 0.53355735 0.38116417 0.6586056 0.2619591 0.54509219 0.54241999 0.5395625 0.44485085 0.40193738 0.52073474] [ 0.32031675] [ 0.36702883 0.6561312 0.46643353 0.64986796 0.37012208 0.57979487 0.54930149 0.59461335 0.52336969 0.47251422] [ 0.05714112] [ 0.25895678 0.23227188 0.66029242 0.44921317 0.59296186 0.5597427 0.39350813 0.21024703 0.23722257 0.39894385] [-0.13617947] [ 0.47371123 0.5286244 0.60661809 0.31829604 0.51999678 0.46095298 0.47928317 0.52184904 0.51479309 0.60453944] [-0.6844329] [ 0.32947027 0.62217792 0.44238551 0.64038453 0.32724317 0.59521463 0.48844756 0.59413228 0.49864599 0.40930397] [-0.09323805] [ 0.56781695 0.58668307 0.44319074 0.42380622 0.36644837 0.38761046 0.48773387 0.55482479 0.57073935 0.4851727 ] [ 1.20292649] [ 0.73801957 0.56225449 0.58263555 0.22301651 0.4604504 0.5262031 0.64690431 0.71972869 0.53242047 0.40773221] [-0.09219518] [ 0.47011155 0.72706522 0.31747055 0.64384554 0.27709202 0.56371387 0.4232073 0.6648572 0.50488734 0.56004126] [-0.48417008] [ 0.52140332 0.65597069 0.47501658 0.45035746 0.34054752 0.50348614 0.49912465 0.70668561 0.48545105 0.48710047] [-0.20228937] [ 0.3119477 0.70944415 0.43006641 0.61240699 0.32759158 0.60125662 0.44575166 0.50750174 0.57513364 0.53584609] [ 0.34796112] [ 0.46648987 0.74381968 0.529351 0.54259454 0.44237846 0.70289571 0.46392104 0.45416608 0.53230178 0.67012639] [-0.03728644] [ 0.37094502 0.60132707 0.53474874 0.48905024 0.50009838 0.58754402 0.33743938 0.42308134 0.43766113 0.67082908] [-0.51624354] [ 0.46948789 0.38910211 0.676159 0.3963587 0.48427177 0.4890491 0.49265713 0.37542306 0.39684413 0.47906643] [-0.51960587] [ 0.64401687 0.24695496 0.73381255 0.21811534 0.47744063 0.30876362 0.53813823 0.5538559 0.35491832 0.38730208] [ 1.53582301] [ 0.38172695 0.63698459 0.4846961 0.45516538 0.37987487 0.43225522 0.47718113 0.66481302 0.66310622 0.38176078] [ 0.49335804] [ 0.77543796 0.46696828 0.57044413 0.24841615 0.34253786 0.29365268 0.57068558 0.70992678 0.53455074 0.2958294 ] [-1.3917055] [ 0.52090827 0.50837977 0.55297464 0.48538362 0.32667424 0.38481338 0.48732591 0.68727715 0.41697948 0.29027146] [ 0.5857127] [ 0.6847585 0.73996729 0.44946227 0.39597902 0.29309713 0.35355585 0.49758178 0.48174768 0.69319041 0.46913953] [-0.2216821] [ 0.67756382 0.61946779 0.44062642 0.32314339 0.4318427 0.61908101 0.49386015 0.58346754 0.44670755 0.50843819] [-0.18216333] [ 0.45612487 0.61533411 0.42400404 0.50817647 0.45720044 0.62014505 0.33433355 0.49176294 0.42537668 0.65742408] [-1.08104786] [ 0.78441632 0.5733305 0.54795263 0.47028049 0.35246316 0.35077849 0.4539886 0.45991022 0.61545764 0.34839534] [-0.13020289] [ 0.47289272 0.66877204 0.38544902 0.63829396 0.41842022 0.70006845 0.46435618 0.65572657 0.5304574 0.51395195] [ 0.27914706] [ 0.32726567 0.38005653 0.63832184 0.39432016 0.56298551 0.56399693 0.46230932 0.46007539 0.53027423 0.49376807] [-0.37486929] [ 0.50973398 0.40614564 0.69476498 0.27121366 0.43846841 0.47926436 0.52752077 0.51540631 0.49444777 0.37239121] [ 0.0005807] [ 0.65109456 0.69545948 0.49147366 0.33086013 0.43965995 0.53679162 0.53717394 0.53583156 0.54823693 0.49355798] [ 0.25060415] [ 0.30872388 0.41973817 0.64292319 0.49448728 0.3674933 0.58033853 0.43118458 0.53312485 0.40870516 0.39098301] [-0.11258782] [ 0.32649375 0.30795609 0.69419689 0.37509334 0.49532045 0.62772965 0.46980525 0.45060014 0.34878697 0.44537541] [ 0.15532377] [ 0.38212068 0.60803666 0.44431506 0.5002566 0.42099168 0.45421855 0.42247573 0.51762792 0.46784654 0.53817649] [-0.7980225] [ 0.38400394 0.31342663 0.75074623 0.31908284 0.43788546 0.49958095 0.46617942 0.49351974 0.35537535 0.36789894] [ 0.41353458] [ 0.74286342 0.54362768 0.66785705 0.28716169 0.41359933 0.37594999 0.60467051 0.56275341 0.56409446 0.34629221] [ 2.21302611] [ 0.68346228 0.46715541 0.49793104 0.33271779 0.26108758 0.26357267 0.59259541 0.76764512 0.55446107 0.18362007] [ 1.54551803] [ 0.62899405 0.57160409 0.59032513 0.55814631 0.43214121 0.57419322 0.39571282 0.53813484 0.56783132 0.49632412] [ 0.00860688] [ 0.71490998 0.73273505 0.4588121 0.3864008 0.39448628 0.44455573 0.54245849 0.61579179 0.55896246 0.56228901] [ 0.16004038] [ 0.62379771 0.60607439 0.53202056 0.45950348 0.33460653 0.47575169 0.56106345 0.72343627 0.49684983 0.44889311] [ 0.11500349] [ 0.41567453 0.44905077 0.56792089 0.4960123 0.57340936 0.65414244 0.35402379 0.5254577 0.51344561 0.45818052] [ 0.27216412] [ 0.27978924 0.45300428 0.56338015 0.55156065 0.4719933 0.60365541 0.4060532 0.39940175 0.40507033 0.70404274] [ 0.38959004] [ 0.48343165 0.63130154 0.4688228 0.63489763 0.25584263 0.62922362 0.36416681 0.51494942 0.50649091 0.47763639] [-0.23608831] [ 0.65591536 0.59615215 0.61721159 0.30068111 0.45257471 0.45431521 0.58373782 0.64184704 0.52734944 0.46226171] [ 0.45728129] [ 0.28570529 0.5366986 0.43634718 0.54596351 0.4519097 0.62658423 0.35638303 0.37213617 0.348993 0.76604355] [-0.15474978] [ 0.4450838 0.69746077 0.4305117 0.62942669 0.33163636 0.61819691 0.4204232 0.40837308 0.58454307 0.55585307] [-0.02132071] [ 0.3637624 0.39988364 0.6653976 0.34869531 0.54742874 0.6267781 0.412757 0.41731877 0.44475264 0.5800059 ] [ 0.36304023] [ 0.5502831 0.65890324 0.45382964 0.39332634 0.34264664 0.39174442 0.4634423 0.56138931 0.6345933 0.4548094 ] [-0.10498579] [ 0.57781778 0.68151045 0.46256052 0.43313276 0.38502763 0.34322907 0.42729788 0.57545366 0.57237845 0.4342323 ] [ 0.38422404] [ 0.26444828 0.59611314 0.46645178 0.56764066 0.53369855 0.61618311 0.36110535 0.41866482 0.42961656 0.78034811] [-0.11262434] [ 0.46678577 0.52524324 0.449868 0.6596724 0.38826446 0.70040553 0.45370021 0.47705067 0.40431002 0.55712429] [ 0.37605737] [ 0.29740572 0.42768043 0.5494245 0.4536714 0.50255607 0.57399725 0.29112485 0.40278057 0.39071067 0.40749749] [ 1.39811808] [ 0.79626846 0.43482826 0.65658157 0.27933647 0.32732685 0.34437066 0.53347138 0.79630944 0.5425788 0.29185064] [-0.05081286] [ 0.40570676 0.63359688 0.34659842 0.67656258 0.32869761 0.53608685 0.30548409 0.37776595 0.51740943 0.49517269] [ 0.33054395] [ 0.48671749 0.64647387 0.38785971 0.52146834 0.32071482 0.41916899 0.48078505 0.5949615 0.60986206 0.41321617] [ 0.98580328] [ 0.5389196 0.59672917 0.42113353 0.54616537 0.32990185 0.44835788 0.55223065 0.62205208 0.58889466 0.35597005] [ 0.45871418] [ 0.21098121 0.48595881 0.59639326 0.48287555 0.47643677 0.75353876 0.44682247 0.34905979 0.40785732 0.55334213] [-0.01607354] [ 0.42051245 0.59570225 0.44703148 0.46860477 0.38123718 0.46133619 0.48569954 0.61551319 0.42829705 0.47946926] [-0.0086865] [ 0.54046668 0.56817615 0.60953569 0.42667115 0.47412183 0.46601237 0.50877825 0.58913189 0.49674232 0.49028961] [ 0.71326132] [ 0.47420975 0.63258739 0.49895886 0.48836925 0.42885421 0.61295314 0.62063606 0.6373166 0.57913555 0.46080478] [-0.28385294] [ 0.27000122 0.73635616 0.34021978 0.73681151 0.35680543 0.60270484 0.52231905 0.55407072 0.60497217 0.57663461] [-0.0305452] [ 0.24716365 0.53847423 0.53718059 0.51104234 0.46271299 0.77012102 0.39911609 0.58643381 0.46595554 0.54542933] [-0.41542968] [ 0.46333041 0.14276539 0.77356139 0.22080973 0.49901517 0.43011407 0.51673781 0.52492591 0.28997655 0.29720837] [ 0.40571137] [ 0.22180949 0.61647682 0.4759094 0.63964872 0.48470635 0.72269773 0.39125268 0.41270885 0.53342164 0.57579679] [ 0.00547639] [ 0.46630013 0.60509231 0.51754377 0.60696576 0.39468239 0.67658849 0.41780946 0.38131028 0.50717389 0.6066188 ] [ 0.39771078] [ 0.26318215 0.22563142 0.73872343 0.34689819 0.61513242 0.68510158 0.4046696 0.22830051 0.28519919 0.54015717] [ 0.77064476] [ 0.67801672 0.49545025 0.54068977 0.32031277 0.37516952 0.24392332 0.46130396 0.54576237 0.55792886 0.29895137] [-0.59453482] [ 0.52547787 0.40924236 0.6937818 0.24116633 0.43452817 0.4088492 0.5191528 0.55004821 0.45391987 0.47378102] [-0.10442768] [ 0.38861138 0.19137075 0.74996067 0.37918092 0.56107874 0.64503997 0.33913584 0.41247001 0.30480946 0.37514896] [ 0.03878538] [ 0.29330795 0.31290965 0.69752155 0.42759952 0.55159411 0.63516355 0.41079965 0.40002473 0.32515657 0.49607452] [ 0.27323007] [ 0.33952718 0.4562163 0.67055007 0.29538059 0.60278192 0.71530658 0.43648003 0.40018835 0.35208208 0.64113595] [-0.56818089] [ 0.65391351 0.78410942 0.45636898 0.60115067 0.2762311 0.38872943 0.45451862 0.52531007 0.7110689 0.62283862] [-0.21171165] [ 0.37098384 0.4507954 0.55407827 0.33218464 0.51110322 0.50592893 0.43164489 0.4851243 0.43272007 0.42899779] [ 0.85877027] [ 0.68609141 0.57931054 0.60414443 0.3923782 0.44478182 0.52855034 0.56481484 0.59340556 0.52994941 0.47770619] [ 0.35700731] [ 0.34852043 0.72896251 0.42541948 0.69312099 0.48452418 0.71593203 0.46071605 0.47181726 0.51250422 0.75044598] [-0.44382055] [ 0.63492849 0.53955012 0.6079668 0.36615892 0.50553922 0.48986647 0.5467231 0.50914396 0.371818 0.55073432] [-0.55514079] [ 0.201351 0.68419632 0.38283935 0.63292292 0.42379506 0.54516656 0.47613931 0.55795369 0.59253794 0.42429366] [ 0.12265202] [ 0.22286087 0.5195982 0.49854956 0.6241583 0.41321616 0.56578179 0.38514069 0.45481135 0.51355539 0.40414025] [-0.51081516] [ 0.68701738 0.64986508 0.51631036 0.41929559 0.35695327 0.42057777 0.49295827 0.49393042 0.55997979 0.50736302] [ 0.67718036] [ 0.73638761 0.55821214 0.52753274 0.39080376 0.27420464 0.27950812 0.45411757 0.45270874 0.59689196 0.3092787 ] [ 0.15822081] [ 0.32822918 0.36295867 0.60766894 0.44636955 0.54053364 0.74562173 0.31374922 0.43578192 0.31257455 0.55721142] [ 1.06688099] [ 0.4804173 0.35721668 0.62411008 0.35504566 0.50925931 0.44375855 0.43215334 0.5348969 0.56524519 0.39548284] [-0.16212175] [ 0.54242854 0.59086705 0.40260143 0.57120586 0.29338621 0.60392664 0.46053505 0.67755845 0.60705768 0.38899256] [-0.62090249] [ 0.71633359 0.70464298 0.51168875 0.44442946 0.39791534 0.45653474 0.46090109 0.40816163 0.65338015 0.51078067] [-0.46312394] [ 0.56483299 0.52223997 0.51144909 0.44105984 0.44541856 0.43394444 0.44881229 0.48678817 0.62291098 0.44288034] [-0.20249195] [ 0.35146038 0.57861893 0.63045123 0.47572809 0.46838294 0.54463762 0.41216424 0.38519453 0.55047147 0.54211346] [-0.29628581] [ 0.38804685 0.67473051 0.33940085 0.71645672 0.3114709 0.45750504 0.35643239 0.29418529 0.50782457 0.47175806] [-0.1957638] [ 0.54117812 0.55188129 0.57508853 0.32629496 0.50514359 0.61259864 0.41120072 0.56541748 0.48854062 0.65319133] [ 0.48648803] [ 0.66378957 0.72066919 0.47348932 0.46585451 0.36584564 0.41435308 0.58833391 0.71610672 0.66184584 0.68578072] [ 0.15472306] [ 0.47714457 0.75182222 0.4283256 0.49737145 0.4644008 0.59126042 0.54280061 0.5111004 0.64377539 0.60205148] [-0.09997376] [ 0.40431512 0.67154488 0.45487651 0.65046053 0.33064847 0.68342412 0.45451309 0.424813 0.59238454 0.60740596] [ 0.44964084] [ 0.23479678 0.56950665 0.42931571 0.464847 0.53534739 0.68537464 0.26902835 0.3886652 0.34656053 0.58300897] [ 0.26254157] [ 0.4402992 0.66321776 0.40679359 0.53305951 0.36331285 0.42077487 0.37090782 0.54197907 0.56058002 0.48772165] [-0.04266271] [ 0.39576577 0.40751895 0.66588369 0.3214397 0.42562974 0.46128195 0.46266408 0.53395153 0.43798238 0.49292582] [ 0.07591609] [ 0.48709977 0.45002886 0.63914386 0.48344307 0.43810989 0.40642382 0.42861644 0.61259788 0.50500121 0.35021591] [ 0.1931988] [ 0.55005561 0.6715359 0.44400659 0.59920732 0.37011355 0.43912558 0.41079374 0.63451367 0.60673706 0.47772667] [ 0.24184604] [ 0.24739583 0.50457932 0.52430075 0.62726344 0.49782908 0.78283029 0.35124491 0.4881209 0.48481684 0.56022986] [ 0.27392549] [ 0.47679005 0.76469748 0.46950433 0.46602873 0.35467179 0.64746423 0.44328361 0.41241222 0.62631463 0.67426314] [ 0.27510429] [ 0.43850203 0.64728662 0.40376726 0.62703472 0.36110503 0.59388568 0.45891492 0.6207756 0.52967145 0.52562016] [ 0.38314919] [ 0.43786784 0.4732563 0.43882425 0.5023222 0.4224793 0.25553019 0.60930492 0.65754696 0.51663125 0.3576939 ] [ 0.38164249] [ 0.19874803 0.56970099 0.39640055 0.6293191 0.55388225 0.67715088 0.33361723 0.43062921 0.38488577 0.55244958] [-0.43789363] [ 0.67847255 0.72697163 0.5376914 0.48992074 0.28627914 0.41389119 0.46582867 0.45930417 0.68805805 0.5127449 ] [ 0.34947131] [ 0.22333463 0.55770771 0.38140733 0.58437726 0.40203449 0.76263798 0.37169439 0.44151157 0.36676937 0.54864626] [ 0.73514482] [ 0.61863398 0.55499776 0.55727954 0.50182469 0.47252988 0.5309726 0.44226732 0.48716186 0.59626557 0.44685453] [ 0.42306719] [ 0.62676667 0.64572089 0.62257095 0.4351423 0.42013156 0.47843503 0.56716993 0.60707254 0.65681474 0.45038075] [ 0.06659563] [ 0.29710355 0.47631925 0.43191862 0.56241851 0.45358937 0.79378262 0.34060609 0.58024437 0.4912593 0.53046433] [-0.33542937] [ 0.55522698 0.54794836 0.49056539 0.46858888 0.42444379 0.39825621 0.62806617 0.56034727 0.52745703 0.39083956] [ 0.30298175] [ 0.28490465 0.47096288 0.65775112 0.48041621 0.44201922 0.75925053 0.43362183 0.40805732 0.37412222 0.57752644] [-0.56624163] [ 0.40555594 0.68563919 0.43203395 0.58355582 0.39630167 0.57529791 0.49261421 0.58671923 0.66531496 0.45422832] [ 0.44665111] [ 0.35377273 0.37486333 0.67369293 0.47031949 0.58074865 0.53562744 0.37325389 0.45912218 0.432111 0.62681269] [-0.342367] [ 0.40348991 0.5814882 0.42017967 0.55885385 0.42336452 0.59580852 0.407818 0.47559717 0.5552714 0.46396844] [-0.22866577] [ 0.51567623 0.58718006 0.58065473 0.27777363 0.54363023 0.56011938 0.45084637 0.49606246 0.48640735 0.67377044] [ 0.42713946] [ 0.17235284 0.37355803 0.59551717 0.60496312 0.54871078 0.75951355 0.40516932 0.32217514 0.34997215 0.45470165] [ 0.42469916] [ 0.29902298 0.55073252 0.45914113 0.64127345 0.4637324 0.56470998 0.37321356 0.59331959 0.61238797 0.53116073] [-0.58174814] [ 0.73175646 0.78649836 0.42693464 0.39633665 0.22857648 0.49512539 0.51047322 0.51968057 0.62814164 0.55860265] [-0.08079039] [ 0.34743366 0.52776387 0.55550411 0.46182393 0.41863068 0.57704749 0.59259901 0.60128299 0.43607155 0.47352018] [-0.43293966] [ 0.45221733 0.37895697 0.68242721 0.49700148 0.36638491 0.50613496 0.48943436 0.59023871 0.45204335 0.33675215] [-0.52972288] [ 0.5665535 0.57452371 0.42516494 0.53337055 0.47060428 0.50815747 0.52553681 0.53318551 0.47546276 0.61260302] [ 0.37459278] [ 0.55740986 0.40296729 0.64493161 0.27232009 0.52404388 0.43676978 0.47121154 0.49848447 0.50219966 0.45034072] [-0.16843357] [ 0.69093947 0.60691995 0.48369703 0.5384477 0.41939711 0.45516878 0.44017641 0.65989597 0.58086512 0.43263737] Progress: 46.3% ... Training loss: 0.338 ... Validation loss: 0.524[ 0.5037221] [ 0.30573533 0.5557219 0.49379786 0.58214003 0.42506482 0.47562375 0.43205575 0.43592978 0.50434428 0.35768598] [-0.80047432] [ 0.6740013 0.55883242 0.56140501 0.38680856 0.40846532 0.37195129 0.43373384 0.58122146 0.57471796 0.58925889] [-0.8432542] [ 0.66811459 0.66708759 0.49901173 0.49307481 0.30991859 0.48493821 0.45581446 0.50808167 0.6486583 0.50450997] [ 0.47676076] [ 0.57598966 0.81363944 0.48083017 0.56977201 0.36006555 0.52755151 0.51776341 0.63788989 0.60159759 0.66452216] [ 0.4957631] [ 0.58043621 0.58885543 0.39006135 0.58077826 0.31228479 0.29609451 0.51758228 0.58674662 0.52731228 0.66263018] [-0.4692239] [ 0.41177086 0.53328547 0.40867452 0.52470562 0.37350447 0.36273183 0.37830687 0.5073325 0.50881457 0.29973741] [ 0.61746096] [ 0.54481387 0.23809443 0.71902918 0.29546978 0.52637393 0.49112399 0.38373291 0.43586612 0.39594415 0.37052125] [-0.61790819] [ 0.66512901 0.42614366 0.67173115 0.41401454 0.57674144 0.46424173 0.41220374 0.54090413 0.45392075 0.39912552] [ 0.0429447] [ 0.22067412 0.6588311 0.41073014 0.54912063 0.45908736 0.70749112 0.36346535 0.38044493 0.54773766 0.54585144] [ 0.936904] [ 0.369273 0.56772265 0.44071864 0.55626487 0.33860322 0.51194411 0.32602102 0.5370261 0.45370085 0.45205852] [-0.85124334] [ 0.39130473 0.62558103 0.42398131 0.61303187 0.31442462 0.4977763 0.39320074 0.61007839 0.49359308 0.39946966] [ 0.11109175] [ 0.66495637 0.42918025 0.59811166 0.37441873 0.39710909 0.36482014 0.42019673 0.49761449 0.41448054 0.47142886] [-0.2327677] [ 0.43507066 0.77193372 0.4925553 0.61816269 0.49969087 0.68752607 0.5141072 0.44675439 0.64399102 0.58073608] [-0.21699312] [ 0.20697582 0.33585322 0.65171842 0.53836696 0.43536691 0.64860421 0.38646826 0.33182149 0.35594642 0.36564439] [-0.41215932] [ 0.64622905 0.57801909 0.51365081 0.37651589 0.35568571 0.39058632 0.44684435 0.53117467 0.45123605 0.55568368] [-0.41029356] [ 0.28019502 0.54439272 0.64084581 0.4547337 0.43378359 0.64544793 0.43102777 0.41540385 0.44673115 0.48213501] [-0.04600628] [ 0.44040036 0.4764754 0.70355858 0.33551716 0.60559697 0.72216878 0.41058833 0.48939047 0.34847465 0.60565638] [-0.24651439] [ 0.27403114 0.43591405 0.56942446 0.49848323 0.49468551 0.52228494 0.49306418 0.42616459 0.40100978 0.65789192] [-0.92226687] [ 0.52410685 0.73224351 0.44797881 0.69694488 0.4484295 0.479175 0.40161487 0.52612544 0.52784893 0.52627997] [-0.26049401] [ 0.50119737 0.35560608 0.52774279 0.40695478 0.48601037 0.55838376 0.44396205 0.60927809 0.44692147 0.43811275] [-0.49903478] [ 0.67621459 0.38871173 0.71047746 0.3326212 0.60587581 0.43610737 0.46196415 0.54227458 0.46230485 0.37141092] [-1.86390373] [ 0.74362724 0.59753701 0.52460586 0.40494459 0.2809231 0.28882995 0.57751816 0.59560061 0.64173375 0.33100833] [ 0.4030723] [ 0.1898625 0.60224636 0.45170791 0.68373261 0.55681598 0.759236 0.3972088 0.36360295 0.57796516 0.61720796] [ 0.13493571] [ 0.19563259 0.65200233 0.37355974 0.57355479 0.40940633 0.64643483 0.28958754 0.44747821 0.46263883 0.5373719 ] [ 0.29455517] [ 0.45172648 0.48601971 0.48101529 0.40228261 0.43941599 0.49274672 0.42818473 0.54656795 0.59754305 0.34478349] [-0.74070453] [ 0.58906307 0.7289345 0.43922216 0.54702583 0.41062024 0.59902235 0.49303628 0.5150226 0.56745357 0.54273964] [-0.20547905] [ 0.61957652 0.72089518 0.56508184 0.564508 0.40080603 0.43419926 0.48000083 0.67119293 0.70807856 0.44039892] [ 1.85989935] [ 0.81093093 0.46210303 0.68391528 0.21144258 0.42207976 0.25145054 0.62392401 0.68638423 0.51562962 0.35630935] [-0.8363136] [ 0.29018168 0.44079996 0.57179545 0.43615831 0.31639536 0.42733701 0.42043835 0.51603964 0.54496189 0.27264091] [-0.45777091] [ 0.48437378 0.69922973 0.42211716 0.47473328 0.46058804 0.52223415 0.41819057 0.39006882 0.44071902 0.65191602] [ 0.01999775] [ 0.23260429 0.64267509 0.33613192 0.57460855 0.39923563 0.4768801 0.34659425 0.56229303 0.48617169 0.5161561 ] [-0.45781069] [ 0.67118857 0.44220679 0.60481621 0.33293217 0.50810908 0.35520223 0.5245008 0.60280576 0.35418809 0.50397547] [ 0.44539332] [ 0.18375224 0.47109092 0.47116208 0.48825015 0.61886959 0.74221224 0.33401224 0.40915742 0.40926192 0.66505607] [-0.29704984] [ 0.4450332 0.3299401 0.67794273 0.27623305 0.55524803 0.4350882 0.4744185 0.37553427 0.40856241 0.40797524] [-0.35482296] [ 0.61434758 0.6648186 0.51027006 0.48484876 0.48197213 0.51287926 0.4430241 0.59677956 0.54532141 0.52444689] [-0.02547305] [ 0.65013307 0.60742816 0.49153862 0.64350974 0.373818 0.34593026 0.54232193 0.6620523 0.59889701 0.61007122] [-0.05313504] [ 0.52150713 0.70654809 0.53234322 0.59775805 0.37337091 0.50486158 0.43905159 0.60461702 0.63295366 0.47987319] [-1.04941115] [ 0.6347533 0.64731056 0.56205472 0.40351945 0.54233933 0.46718098 0.46094902 0.47462133 0.44050717 0.55918579] [ 0.27839687] [ 0.79625354 0.52026689 0.62800456 0.19150595 0.3997073 0.24675511 0.68003231 0.67357734 0.63094578 0.24902362] [ 0.08903369] [ 0.39336315 0.72076318 0.4478254 0.44695761 0.48711054 0.69715723 0.3724232 0.51068919 0.49227819 0.66239122] [-0.18743717] [ 0.43980216 0.66197097 0.41558442 0.47727414 0.34047955 0.44328159 0.53275421 0.65257613 0.61982071 0.41932799] [-0.13989475] [ 0.42780927 0.78907027 0.33539537 0.61576046 0.25737994 0.54588631 0.48414763 0.66557115 0.5321478 0.5204016 ] [-0.0040325] [ 0.70097251 0.59696381 0.56767067 0.43181416 0.35684747 0.44539893 0.41754044 0.4013145 0.57249629 0.48302719] [ 0.10095687] [ 0.27847655 0.50258635 0.35904623 0.37545585 0.40787143 0.65596542 0.41058991 0.41824141 0.42193353 0.46816246] [-0.44471278] [ 0.54207919 0.38335348 0.67055706 0.30432615 0.50769066 0.54585984 0.5023474 0.37176034 0.36735202 0.4471423 ] [-0.49268568] [ 0.43062864 0.34601997 0.63755605 0.36145013 0.59064332 0.48735895 0.5722895 0.35669089 0.34756181 0.64551991] [-0.31608263] [ 0.52550556 0.20766749 0.69966317 0.40193021 0.39049913 0.50495887 0.41224666 0.53858652 0.38627868 0.26574226] [-0.1318679] [ 0.42539669 0.31276689 0.67087078 0.45237667 0.5454174 0.44986602 0.42463068 0.42430555 0.40261594 0.57788025] [-0.56480387] [ 0.40002052 0.30641556 0.62111141 0.35664765 0.53775625 0.64175803 0.48434511 0.45751755 0.34589716 0.4043932 ] [-0.13491386] [ 0.68011636 0.41261592 0.73637417 0.33448709 0.56903875 0.39206519 0.52194192 0.57622306 0.51594942 0.3689285 ] [ 0.00535881] [ 0.58953352 0.57675522 0.49077064 0.69531016 0.36716805 0.54495498 0.5365219 0.5825454 0.52092362 0.49131435] [-0.53813713] [ 0.4409803 0.57957073 0.52200932 0.52224832 0.53045556 0.49649161 0.44426903 0.31465761 0.42200693 0.49995645] [-0.07386407] [ 0.52755106 0.19470176 0.76564056 0.35488617 0.34183527 0.38335642 0.52986375 0.67040437 0.363886 0.20523602] [ 1.9716658] [ 0.69493008 0.42430852 0.58667574 0.38902027 0.30296621 0.33792713 0.47037226 0.5771601 0.50804341 0.31698422] [-1.60486745] [ 0.64869678 0.63395321 0.57422096 0.42033815 0.36938839 0.35348033 0.57409193 0.63180295 0.62982147 0.30592978] [-0.56712359] [ 0.45445592 0.69856407 0.44135622 0.5948742 0.47815237 0.53354626 0.4034409 0.43100622 0.53707148 0.56694476] [-0.32559407] [ 0.3269285 0.47655677 0.50458283 0.65401747 0.36245824 0.59780254 0.39081645 0.42743799 0.60838731 0.34458062] [-0.97355443] [ 0.81899345 0.6991835 0.49022954 0.35132878 0.29805697 0.45266662 0.50108673 0.56520852 0.60323981 0.58270391] [-0.05917911] [ 0.41002633 0.13172259 0.77357251 0.35591393 0.59990717 0.71730173 0.37119856 0.32793791 0.16690627 0.481502 ] [-0.13801822] [ 0.56219435 0.5838181 0.51535688 0.48988816 0.36391369 0.38613709 0.48102492 0.54053913 0.54060491 0.48768641] [ 0.22108192] [ 0.41735331 0.6065006 0.41211127 0.7093407 0.33353245 0.59700584 0.3605952 0.41508823 0.52812331 0.55530607] [-0.43043473] [ 0.40545363 0.35180608 0.68016749 0.42076137 0.39415065 0.51741713 0.5583449 0.52359692 0.44156996 0.3798826 ] [ 0.06749565] [ 0.69182378 0.63985111 0.50810554 0.33423369 0.32839079 0.43006979 0.50130835 0.64424508 0.61337076 0.45675496] [-0.54373982] [ 0.49110562 0.57890891 0.52647322 0.52741161 0.49721543 0.69314398 0.53004741 0.50427981 0.56115399 0.4881178 ] [-0.36892977] [ 0.44803636 0.19657254 0.73859963 0.32316831 0.50249804 0.65059697 0.38391196 0.43415072 0.34222865 0.3684733 ] [-0.06120595] [ 0.31231226 0.46378899 0.4206624 0.42194143 0.5210041 0.62507639 0.3555917 0.39237316 0.37185029 0.53906697] [-0.3673385] [ 0.51291845 0.54703511 0.53864963 0.40583278 0.44166332 0.64982806 0.35997867 0.44157134 0.39422266 0.60710845] [ 0.15321676] [ 0.32458297 0.58740234 0.55836292 0.46217692 0.54116242 0.69512366 0.41845465 0.31624133 0.4621301 0.62499875] [-0.05403725] [ 0.45873689 0.75503373 0.37470973 0.59898483 0.50665302 0.6615316 0.39887234 0.52441595 0.45852174 0.78433828] [ 0.09481003] [ 0.47300072 0.37994522 0.60325878 0.33768737 0.38984023 0.39606842 0.62056617 0.70319692 0.42563276 0.25146581] [-0.24012062] [ 0.35413922 0.57132419 0.41788406 0.41362789 0.44073143 0.73132601 0.40067938 0.61132329 0.50116581 0.53120435] [-0.41143608] [ 0.62058001 0.33820253 0.64335064 0.34026442 0.46062554 0.48895264 0.53446607 0.59940605 0.31026927 0.43216915] [ 0.64525528] [ 0.77951464 0.61919715 0.59719898 0.4533843 0.42137389 0.33720648 0.55808839 0.65139239 0.6477177 0.31386612] [ 0.22876021] [ 0.12857071 0.55799631 0.47616524 0.60920628 0.44683828 0.74460686 0.40284457 0.53231983 0.43073744 0.56482934] [ 0.15695355] [ 0.45005688 0.54555701 0.56014152 0.34065085 0.4809344 0.55123858 0.46486118 0.62830891 0.56509598 0.47841818] [-0.84651286] [ 0.71339412 0.67018569 0.54175931 0.26032343 0.37469731 0.3811636 0.55848648 0.60130881 0.59750079 0.50226932] [-0.55074427] [ 0.44646928 0.68244344 0.40733475 0.62295728 0.34474655 0.52406862 0.35358985 0.48195422 0.57061309 0.48808923] [-0.53153482] [ 0.48559352 0.71207094 0.44564754 0.56913851 0.27772958 0.61543346 0.40706498 0.498642 0.47883687 0.61952312] [-0.2732378] [ 0.29265859 0.60700531 0.4730967 0.5238213 0.41675712 0.66353706 0.48425153 0.65643271 0.57857646 0.5409349 ] [-0.63824341] [ 0.53957762 0.78768218 0.44199471 0.5644233 0.48816767 0.49043574 0.48627983 0.4455184 0.51413755 0.67971986] [-0.07019966] [ 0.27751202 0.62698289 0.40280488 0.65960002 0.32108454 0.62274597 0.39989998 0.50786376 0.59166828 0.47495456] [-0.76939366] [ 0.40153573 0.71561646 0.43437209 0.61967872 0.38410681 0.45851801 0.45766546 0.69266424 0.64100309 0.37885311] [-0.24292844] [ 0.36894173 0.70039876 0.39505092 0.5188466 0.30506582 0.52664701 0.44438917 0.48581124 0.59052255 0.43754295] [ 0.26556115] [ 0.21820449 0.39445687 0.54247728 0.61921311 0.44586913 0.74777417 0.40940523 0.41115166 0.34420712 0.44153735] [-0.00867102] [ 0.66994623 0.67682495 0.472436 0.47723986 0.24168133 0.43551735 0.51684348 0.55746846 0.64204249 0.4659454 ] [-0.06161261] [ 0.4997495 0.36020478 0.59476444 0.4494562 0.52688613 0.46848444 0.4563668 0.59308144 0.52702928 0.44065756] [-0.68539564] [ 0.4547926 0.24536686 0.73564792 0.32977409 0.57230164 0.46732216 0.52189873 0.37596047 0.31613993 0.44120701] [ 0.04246946] [ 0.77434001 0.57266689 0.56532658 0.33342241 0.33942671 0.42917167 0.5093369 0.45606243 0.60987777 0.47346548] [ 0.37716502] [ 0.59754581 0.45035985 0.64936101 0.37427262 0.39390804 0.31441486 0.53192447 0.60196062 0.49966543 0.26373059] [ 0.18560252] [ 0.18884107 0.49973208 0.4323999 0.60574305 0.35697401 0.66558499 0.32594118 0.36514093 0.4524222 0.40835729] [ 0.61850188] [ 0.5757345 0.65276624 0.58195678 0.56239482 0.49090365 0.53939878 0.4574595 0.57550465 0.50990048 0.50026432] [-0.22978293] [ 0.56279634 0.62194139 0.45167607 0.52371566 0.42224239 0.42385047 0.48562559 0.59305067 0.61538254 0.52670438] [ 1.45157529] [ 0.63094905 0.61800936 0.49606063 0.43260953 0.34115588 0.30502905 0.48761819 0.56986643 0.62735817 0.32445436] [ 1.71441016] [ 0.63803559 0.5102416 0.56769997 0.4021173 0.21666952 0.25574048 0.5434981 0.76015923 0.52095139 0.25032653] [-0.510023] [ 0.46607394 0.56021278 0.52240579 0.43923397 0.47346637 0.70031223 0.46430688 0.49274996 0.48380015 0.57236684] [-0.22011514] [ 0.41915501 0.47315856 0.51355243 0.42971091 0.50415574 0.46463765 0.39030769 0.46524071 0.55611944 0.50596441] [-0.89013443] [ 0.36707131 0.67257113 0.44291742 0.55081925 0.27187015 0.55019417 0.44742126 0.52518322 0.6048956 0.50713838] [ 0.4529946] [ 0.16512238 0.62357959 0.40673578 0.63857489 0.41087007 0.70044154 0.38425321 0.4492848 0.43596977 0.53572685] [-0.03616565] [ 0.71740493 0.73756857 0.5371555 0.54416207 0.39420404 0.51510599 0.62179689 0.57656423 0.66105415 0.53709858] [ 0.07757056] [ 0.35703613 0.5375688 0.42119259 0.3698279 0.43302705 0.4813126 0.41357071 0.45170189 0.40980912 0.46060408] [-0.32715907] [ 0.72045469 0.61387993 0.52138469 0.24269987 0.40834566 0.34064031 0.51279732 0.5212855 0.58153824 0.45616371] [-0.34524055] [ 0.44931242 0.71660869 0.36390957 0.65389068 0.45991498 0.58941237 0.36597497 0.55989804 0.45419036 0.6928429 ] [ 0.10239334] [ 0.35644061 0.6328045 0.48498117 0.46306596 0.53256619 0.70436284 0.37545179 0.41412714 0.42855732 0.69924324] [ 0.83772649] [ 0.73291972 0.57698665 0.57124319 0.30789347 0.36971714 0.44216223 0.54357345 0.53544007 0.44940318 0.40983678] [ 0.12867649] [ 0.41317415 0.3450028 0.59261826 0.3146145 0.5187332 0.57827273 0.54473581 0.48682193 0.42374669 0.37015613] [ 1.51285428] [ 0.57400711 0.73603716 0.5427549 0.41946603 0.39709578 0.46625084 0.49091468 0.59162386 0.58345984 0.50630359] [-0.27435374] [ 0.48975961 0.63707244 0.57879432 0.40249993 0.56750609 0.50575513 0.48785376 0.48427672 0.52042935 0.49721565] [ 0.63137431] [ 0.52836056 0.37672361 0.65515576 0.29674482 0.54088554 0.58028375 0.43428854 0.62635168 0.53179987 0.46910032] [ 0.56573814] [ 0.62383998 0.69905933 0.45499843 0.50321743 0.35832174 0.33120732 0.48864224 0.52503424 0.62969053 0.42235076] [ 0.0321033] [ 0.2540218 0.27277387 0.72906275 0.35081947 0.62157304 0.68900345 0.42876842 0.24153137 0.35679707 0.47101691] [-0.10655869] [ 0.40843949 0.40722253 0.67670567 0.47137801 0.40183925 0.62899377 0.37550702 0.35163141 0.36585075 0.4500256 ] [-1.21017398] [ 0.31910359 0.51677621 0.47602298 0.58383744 0.37415084 0.46122013 0.43179159 0.57608473 0.61153321 0.35642439] [-0.39070693] [ 0.46033709 0.7304063 0.36255376 0.59366045 0.42926704 0.53721785 0.32066273 0.51890231 0.49482614 0.73238154] [-0.20710362] [ 0.50435854 0.65121817 0.47428588 0.50138196 0.34963791 0.31413747 0.41641056 0.48419814 0.67033159 0.36221268] [ 0.22356221] [ 0.41038921 0.62144886 0.41228521 0.61764679 0.4447309 0.50405358 0.48019721 0.62142254 0.38505502 0.50401627] [-0.49992722] [ 0.41314817 0.60676348 0.380446 0.5466006 0.34858813 0.56933461 0.34988533 0.51403939 0.5421614 0.46745069] [ 0.04494067] [ 0.71387432 0.68570786 0.45172144 0.30884246 0.39603947 0.47623206 0.53849997 0.46598937 0.60731689 0.46869722] [ 0.15698485] [ 0.60964454 0.76681486 0.33849403 0.57326706 0.25615098 0.28777307 0.53822974 0.5701588 0.73142371 0.44452954] [ 0.48695087] [ 0.5163063 0.63033231 0.49546685 0.42477688 0.37713108 0.4001909 0.42412353 0.59833769 0.52101076 0.52148303] [-0.44090512] [ 0.63853493 0.56552195 0.42907352 0.47624613 0.48418502 0.62949624 0.4464918 0.65609884 0.43896139 0.4069381 ] [-0.87494076] [ 0.42117513 0.65352015 0.43650232 0.58749908 0.38357583 0.46952357 0.41985778 0.47651051 0.4080614 0.43820752] [-0.34068329] [ 0.25892346 0.25652465 0.71726374 0.40464666 0.50535255 0.61721999 0.42460425 0.30016765 0.30345759 0.34503304] [-0.06008077] [ 0.29322656 0.59435843 0.36869142 0.612127 0.44927164 0.83454523 0.35485902 0.66156503 0.49133785 0.56916069] [-0.69245807] [ 0.65863487 0.55257516 0.49090781 0.35187125 0.41758721 0.52089695 0.49067806 0.50133588 0.41315836 0.44009412] [ 0.07929696] [ 0.24015779 0.65534931 0.44009663 0.60126583 0.48793497 0.78395681 0.36922089 0.4813508 0.62192436 0.61251651] [ 0.50566055] [ 0.8457428 0.58905715 0.63800279 0.28769576 0.4227694 0.32972082 0.62097061 0.63475459 0.56667614 0.43029326] [ 0.19497922] [ 0.4728006 0.62003495 0.59292859 0.36458576 0.49152094 0.55514329 0.40130602 0.56792498 0.62264337 0.53899171] [-0.26010522] [ 0.73013623 0.45456775 0.57246877 0.37997472 0.3421404 0.24119329 0.47777334 0.58956318 0.40400178 0.45925148] Progress: 46.6% ... Training loss: 0.336 ... Validation loss: 0.536[ 0.14164322] [ 0.70375958 0.65528942 0.53163486 0.31000728 0.34710884 0.38911959 0.6008134 0.70086297 0.59916153 0.43837317] [-0.34392148] [ 0.6503855 0.50402576 0.58266546 0.31943487 0.4933372 0.51780836 0.39202751 0.50749104 0.48940397 0.51413168] [ 0.47447259] [ 0.3040748 0.50315329 0.47996519 0.5678362 0.41911497 0.43568057 0.3977511 0.44717761 0.5030144 0.42390944] [-0.16431629] [ 0.51659344 0.70729564 0.39464 0.5269773 0.39568385 0.43922926 0.39742309 0.49698986 0.59441819 0.49514895] [-0.34073118] [ 0.62999401 0.52103546 0.50886801 0.42351625 0.49371105 0.49811008 0.60096024 0.60996807 0.41368338 0.40358178] [ 0.09107664] [ 0.34110075 0.70881406 0.39934476 0.55679542 0.4068665 0.61361982 0.34534376 0.48160235 0.45783704 0.67471132] [ 0.16651426] [ 0.32419384 0.43421596 0.64565697 0.45689281 0.46654213 0.65328903 0.47198672 0.40344907 0.41030601 0.56339979] [ 0.35087768] [ 0.43497032 0.63211661 0.46300535 0.59234179 0.32382197 0.62379849 0.37817209 0.39364637 0.51587576 0.60346803] [-0.31147732] [ 0.4919508 0.18292613 0.79898345 0.35574024 0.53682779 0.5916981 0.49124582 0.36678448 0.26494399 0.3155773 ] [-0.31269496] [ 0.58878847 0.56569941 0.36569827 0.47962673 0.39403346 0.51561558 0.53836218 0.63243287 0.43385121 0.28463139] [ 1.42305238] [ 0.69103502 0.66382247 0.4293229 0.50961423 0.22707462 0.35912628 0.4819399 0.65670795 0.67073982 0.31330086] [-0.00065746] [ 0.30073735 0.62240828 0.4612126 0.54449297 0.48447116 0.55208087 0.37595801 0.49015333 0.58029605 0.50586582] [ 0.11033831] [ 0.49009609 0.61028508 0.40696388 0.5261613 0.29218227 0.58089765 0.41216454 0.5545509 0.5975599 0.48310865] [ 1.11406251] [ 0.6221654 0.41306512 0.64068307 0.3540252 0.41862855 0.43344039 0.40246599 0.50165086 0.50149151 0.4687684 ] [ 0.16373534] [ 0.29448148 0.47364295 0.61596992 0.49362549 0.43960294 0.71752872 0.3615618 0.35185079 0.36573871 0.54675073] [ 0.31424769] [ 0.36376952 0.53381262 0.40122028 0.55284838 0.32031667 0.57866268 0.37829602 0.63946691 0.45846407 0.34637447] [-1.22381198] [ 0.50642643 0.61693175 0.49890355 0.53633519 0.25198796 0.3564195 0.43816023 0.63100622 0.48446641 0.37117319] [-0.36470471] [ 0.64008932 0.41643835 0.64335369 0.40627052 0.53944935 0.57455671 0.51452834 0.51706282 0.47496971 0.51476135] [-0.71507579] [ 0.61962189 0.45545637 0.53488822 0.52792085 0.39552494 0.49650376 0.46267412 0.55454354 0.41445568 0.42865422] [-0.18285328] [ 0.27063594 0.52688729 0.4572393 0.58262069 0.41719145 0.65888737 0.39120853 0.45796756 0.58773629 0.51900577] [-0.01800603] [ 0.42665157 0.40980019 0.63232383 0.34857546 0.53576265 0.55949995 0.43909647 0.40300439 0.35705724 0.58703868] [ 0.20683365] [ 0.38636287 0.46586361 0.58982578 0.4011836 0.49397519 0.70401764 0.37813124 0.42479503 0.4723533 0.56773084] [-0.33737652] [ 0.54450922 0.47785113 0.6257192 0.39926662 0.46074966 0.40900753 0.431806 0.51076528 0.53448363 0.5222386 ] [-0.34403569] [ 0.38693694 0.60561109 0.44876442 0.61217935 0.34825416 0.44884251 0.36017773 0.3754825 0.37458477 0.49555025] [ 0.02545993] [ 0.38155423 0.56069295 0.48600274 0.48772994 0.44271643 0.64667531 0.46824484 0.56714012 0.40454173 0.54443731] [-0.34208538] [ 0.46855268 0.47959289 0.48303384 0.53849289 0.46178459 0.59479661 0.38656164 0.64558038 0.47099607 0.5841747 ] [ 0.44813783] [ 0.24028093 0.40556968 0.50473654 0.4625956 0.50807754 0.66962476 0.39285433 0.33319898 0.35273108 0.58255696] [-0.03956567] [ 0.52252628 0.6737516 0.51534911 0.37785231 0.33817903 0.49507183 0.61408205 0.67881516 0.59856132 0.41446015] [ 0.16285929] [ 0.31637774 0.73455909 0.41933778 0.54247056 0.48950726 0.62515636 0.36076022 0.50382127 0.5643346 0.77148765] [ 0.6796883] [ 0.72622404 0.54499849 0.5566434 0.50657669 0.31808764 0.34987211 0.57303687 0.75639607 0.48035828 0.4504446 ] [-0.33987045] [ 0.66318292 0.64438687 0.5807406 0.49442472 0.40682653 0.43460857 0.5257813 0.65834496 0.62863875 0.44019419] [-0.31448392] [ 0.45074456 0.46294876 0.58165666 0.44062014 0.56636803 0.6364363 0.4975539 0.36598106 0.43582373 0.51460195] [ 1.42525224] [ 0.82151949 0.50858675 0.58739945 0.3010941 0.35504878 0.2933123 0.62400221 0.70175088 0.56130759 0.27170251] [ 0.07397763] [ 0.29303527 0.49862138 0.49767804 0.6818247 0.37173928 0.64470815 0.39865614 0.57088715 0.53686612 0.36550988] [-0.73005712] [ 0.49770741 0.56142781 0.39247502 0.54179123 0.36949741 0.51644201 0.40096249 0.4383358 0.51091573 0.47410411] [-0.36256922] [ 0.77752201 0.47764088 0.5483522 0.33866818 0.35592472 0.3485026 0.43897851 0.63510995 0.47792725 0.41375063] [ 0.65856984] [ 0.66581469 0.50155258 0.6033776 0.43841176 0.32448163 0.47484967 0.41722588 0.45174259 0.56924971 0.49676697] [-0.55921399] [ 0.4945665 0.67728091 0.48479508 0.58998036 0.26045981 0.5064751 0.38905729 0.4596974 0.51651286 0.51333608] [ 0.55024965] [ 0.15562954 0.58990701 0.40628507 0.67868528 0.49950202 0.74890891 0.3166185 0.45044465 0.41139715 0.56311902] [-0.30314538] [ 0.49400891 0.38457661 0.67063838 0.38852949 0.50948014 0.56102506 0.41402333 0.55746604 0.5048966 0.42506003] [ 0.32482358] [ 0.32880411 0.25660275 0.74525128 0.30600023 0.49480966 0.66192324 0.40663936 0.30930041 0.26111165 0.46465041] [-0.44711581] [ 0.80552273 0.58291103 0.64869854 0.22609202 0.43120583 0.54857368 0.63601324 0.55744538 0.47920387 0.52397945] [ 0.08100497] [ 0.27486037 0.58047883 0.48130819 0.60604819 0.39691069 0.6564424 0.40512874 0.59305791 0.53560647 0.52304922] [-0.19767193] [ 0.39487361 0.32723466 0.40619674 0.57686745 0.3759751 0.44642615 0.44311772 0.47797044 0.32021186 0.58365419] [-0.47475794] [ 0.40602156 0.55174612 0.47273411 0.41426498 0.42983083 0.45900685 0.45390697 0.5088401 0.39088045 0.68346347] [-0.34251737] [ 0.65458244 0.71088257 0.4663379 0.43441875 0.35534221 0.55896091 0.48945513 0.53679366 0.56042329 0.47617771] [ 1.07359777] [ 0.79502664 0.59230797 0.64271164 0.23369457 0.41588963 0.33442176 0.63616952 0.67874235 0.57149004 0.49295171] [ 0.6882287] [ 0.14454635 0.49690246 0.48586199 0.66307785 0.51224211 0.62911307 0.44831116 0.32869671 0.4708728 0.5141712 ] [-0.28692495] [ 0.48825627 0.69223488 0.38595682 0.6588244 0.40888572 0.58340163 0.4085787 0.41799316 0.59957404 0.4968529 ] [ 0.16148694] [ 0.82772812 0.36762203 0.61408727 0.21565356 0.374306 0.22088667 0.67312076 0.69943506 0.52468896 0.20635569] [-0.07856574] [ 0.44572932 0.40165476 0.66287664 0.35712378 0.57571702 0.55108905 0.3864664 0.50446332 0.47467886 0.66393164] [ 0.04817587] [ 0.48611156 0.3815591 0.62535089 0.22823582 0.51046527 0.64119854 0.48253582 0.57196221 0.40007209 0.45611278] [ 0.02295294] [ 0.48620597 0.64422862 0.54038834 0.53748654 0.59559368 0.64751901 0.50301281 0.33744387 0.42211702 0.64313339] [-0.13994173] [ 0.54345533 0.4509947 0.63850234 0.27273653 0.52584339 0.65072513 0.44690509 0.42584837 0.4758887 0.55042668] [ 1.13690872] [ 0.64223241 0.55165131 0.57355862 0.51548042 0.37245162 0.5628893 0.47081057 0.5987317 0.55899492 0.53071092] [ 0.17848147] [ 0.20463098 0.46111636 0.39482184 0.57149502 0.42077413 0.69479276 0.33098086 0.43404713 0.39105691 0.45573834] [-0.34479246] [ 0.40798157 0.74864359 0.326909 0.63831122 0.40152334 0.48782478 0.28522302 0.52525197 0.51383133 0.67334556] [ 0.09635546] [ 0.38407336 0.52404112 0.59847009 0.57681564 0.5517541 0.4697283 0.39844012 0.50148575 0.53992338 0.57260296] [ 0.15606812] [ 0.19637275 0.40438464 0.43329028 0.66507239 0.46256605 0.65875724 0.2896377 0.45520417 0.35742641 0.43251958] [-0.5566852] [ 0.47170929 0.50005778 0.51398905 0.47902501 0.33962957 0.42674581 0.38917345 0.48084014 0.41651569 0.43242768] [-0.29873185] [ 0.64652467 0.55734119 0.52814761 0.36808814 0.46031962 0.55119242 0.44530949 0.63104524 0.59539534 0.55862334] [-0.1150078] [ 0.71195549 0.61690914 0.53166511 0.31954073 0.36814622 0.43167652 0.41932948 0.63567231 0.63889627 0.47167921] [ 0.23414531] [ 0.51683382 0.50043268 0.49817086 0.49082679 0.42120666 0.44650432 0.63526509 0.67035345 0.53315158 0.5084174 ] [-0.64992529] [ 0.59743693 0.49446416 0.59240669 0.48692932 0.47459503 0.37677189 0.543581 0.52352861 0.5196816 0.34948725] [-0.58348222] [ 0.46464588 0.71227675 0.36442582 0.59226612 0.37407143 0.49044661 0.31951739 0.55306311 0.54159866 0.55495194] [-0.09567532] [ 0.37609666 0.70947846 0.4620494 0.49588705 0.31124458 0.53580034 0.40587928 0.40594431 0.58042576 0.54198043] [ 0.30423078] [ 0.38666223 0.6932959 0.51694782 0.45459779 0.66020561 0.6465408 0.32735944 0.44913761 0.41712688 0.79722767] [-0.06363415] [ 0.5017098 0.56336105 0.47491493 0.3409329 0.44488796 0.60037904 0.40837583 0.52263757 0.47234647 0.52561006] [-0.74970637] [ 0.58068239 0.51615325 0.49749957 0.54443912 0.59721735 0.46789449 0.38850418 0.51848142 0.42395247 0.55055918] [ 0.33509975] [ 0.4163611 0.4242613 0.52653985 0.40278386 0.47522231 0.49306922 0.41366301 0.49635078 0.4579275 0.69923648] [ 0.14910973] [ 0.48003454 0.26401412 0.70788079 0.27062112 0.49512709 0.45147017 0.46221579 0.39706573 0.29938267 0.34372989] [-0.56939341] [ 0.79816053 0.56369572 0.58477802 0.2447847 0.27541437 0.27674222 0.57477485 0.6039747 0.60857309 0.36200137] [ 0.18947379] [ 0.37409157 0.49783933 0.55310042 0.53065666 0.52310024 0.66449054 0.42251909 0.49169302 0.44140234 0.56191413] [ 1.16285302] [ 0.80406204 0.64136682 0.64728245 0.28786912 0.4322761 0.4113005 0.59634518 0.63837445 0.68169774 0.45758226] [-0.5076575] [ 0.51087743 0.5643286 0.57299648 0.46392327 0.60567242 0.51940696 0.45391357 0.4248236 0.39233924 0.53460712] [ 0.31658146] [ 0.26174044 0.47083976 0.56571417 0.39751125 0.57033608 0.7427171 0.39857411 0.45505965 0.49650387 0.58789344] [-0.21559269] [ 0.4770891 0.7274361 0.43456376 0.61472524 0.4124163 0.50640139 0.51399093 0.6480119 0.50695395 0.51682708] [-0.1899418] [ 0.41296993 0.78608788 0.35295119 0.62449701 0.3281958 0.56784408 0.41712113 0.44250771 0.47994053 0.67362293] [ 0.06826833] [ 0.53306201 0.69362047 0.52016199 0.41732121 0.35709993 0.5738948 0.54189487 0.68777553 0.64638582 0.51635949] [-0.04035807] [ 0.73641177 0.42178652 0.66446056 0.34547592 0.5286821 0.47925467 0.46535698 0.54942891 0.48538718 0.40110908] [ 0.32273491] [ 0.60425617 0.3700062 0.66998752 0.30548388 0.52666517 0.46735444 0.46449345 0.5319146 0.4195328 0.54231045] [-0.14956939] [ 0.56330301 0.68832018 0.37018903 0.5405856 0.24519829 0.50287792 0.36512427 0.42671119 0.54499353 0.45464967] [-1.12232589] [ 0.57847206 0.4511726 0.55155306 0.22759999 0.43214906 0.39150252 0.5459831 0.70492399 0.60399484 0.29798424] [-0.08927993] [ 0.46338492 0.63204425 0.4207686 0.50338738 0.39270548 0.61191153 0.35752243 0.55355696 0.50754026 0.61207323] [-0.14765793] [ 0.60933914 0.69363875 0.50019257 0.56358689 0.288166 0.49436803 0.44924317 0.49696123 0.65481235 0.54865473] [-0.6113797] [ 0.36322728 0.36742703 0.52513351 0.5470255 0.46290287 0.53237482 0.37928208 0.55798833 0.44285559 0.43722835] [-0.26622523] [ 0.59647099 0.63838361 0.4761212 0.43362794 0.28183087 0.54751694 0.51942049 0.66099951 0.47400196 0.44350979] [-0.47492034] [ 0.70374836 0.61483306 0.50336324 0.32358984 0.32062213 0.51915124 0.45305631 0.59134163 0.5023729 0.50783778] [ 0.41607445] [ 0.24763617 0.57385573 0.41009166 0.67385583 0.45000327 0.71682562 0.41013543 0.4372745 0.45241853 0.5932085 ] [ 0.14758436] [ 0.52722051 0.47759237 0.53833247 0.5257193 0.44170412 0.63848625 0.41676593 0.57547351 0.4442621 0.4527562 ] [-0.06652718] [ 0.39311601 0.3421886 0.61622598 0.37410278 0.55517267 0.69718152 0.39498752 0.51794889 0.37944069 0.50950078] [-0.23890174] [ 0.45342019 0.51570583 0.63774528 0.29478445 0.40740352 0.44799933 0.491738 0.54960739 0.50539809 0.52143056] [ 1.30165383] [ 0.6281675 0.70105818 0.39507465 0.52832852 0.23948231 0.43826587 0.45030681 0.57243774 0.61410371 0.39123104] [-0.1767475] [ 0.48155282 0.5658553 0.58433171 0.38920396 0.53636958 0.52615396 0.46632617 0.38380876 0.4765864 0.58563546] [ 1.0255331] [ 0.4558174 0.4937034 0.43056002 0.51634565 0.47914305 0.46088304 0.54086409 0.61116012 0.44589572 0.51522176] [ 0.42595605] [ 0.5589539 0.7398284 0.35555323 0.45755176 0.30307595 0.6221318 0.4212337 0.42768345 0.54331398 0.61731907] [-0.08396832] [ 0.57992601 0.12988051 0.79756214 0.23501077 0.60455906 0.50010678 0.48409359 0.36340677 0.28191788 0.36431514] [-0.06688519] [ 0.40676059 0.49453643 0.4357886 0.49797823 0.38878102 0.59306097 0.37920425 0.5661006 0.41725139 0.45749382] [-0.18683976] [ 0.47601756 0.44223733 0.4897043 0.58924227 0.52505683 0.71738213 0.43003834 0.59095803 0.38768299 0.49352085] [ 0.08690142] [ 0.39471681 0.56338351 0.49154929 0.52649913 0.4393524 0.71226724 0.42293004 0.6226914 0.46024329 0.48095451] [-0.00427456] [ 0.34434519 0.52835543 0.55748337 0.57950323 0.53147796 0.71476085 0.50955697 0.44915537 0.4281119 0.50765439] [-0.04184684] [ 0.25565334 0.49535966 0.52848286 0.57306713 0.39041008 0.59948322 0.45443671 0.44947324 0.47847872 0.39391941] [-0.40848772] [ 0.73593365 0.52890953 0.61657685 0.38081509 0.36484022 0.49109586 0.47876058 0.49889436 0.57061202 0.49861839] [ 0.81280519] [ 0.48719835 0.38183622 0.68303443 0.33084908 0.50446433 0.50196523 0.37208718 0.49748556 0.5091739 0.46587751] [-0.65649045] [ 0.57702236 0.57854684 0.44924105 0.47510833 0.31566641 0.44846035 0.47430305 0.50639883 0.53153781 0.4840002 ] [ 0.02073555] [ 0.29053696 0.44712764 0.64660718 0.4523249 0.45734498 0.64810582 0.49573081 0.4231193 0.44884915 0.54790765] [-0.09229561] [ 0.6667051 0.67047325 0.60666513 0.36552434 0.38850084 0.4781682 0.48521719 0.76213191 0.58174732 0.47418783] [ 0.11672086] [ 0.42198023 0.77225664 0.44935867 0.66779455 0.43389451 0.66013481 0.43657977 0.39937116 0.50537297 0.67627285] [ 0.54629894] [ 0.52110715 0.57836435 0.52527893 0.43305837 0.36638834 0.41895201 0.39079261 0.54588931 0.47306472 0.5059521 ] [-0.58248165] [ 0.55354164 0.68205305 0.48517552 0.50905999 0.2456969 0.34276884 0.42984694 0.6739463 0.59387326 0.39582289] [ 0.20374009] [ 0.44368814 0.6414244 0.33734606 0.64291435 0.34312842 0.68746931 0.39613546 0.52797563 0.50209386 0.57553396] [ 0.6893164] [ 0.16046712 0.58119059 0.44764227 0.70913586 0.42411189 0.6854119 0.31790768 0.43403419 0.4716388 0.61536253] [-0.43241088] [ 0.6891374 0.49899552 0.54993139 0.39147194 0.31016084 0.54281052 0.44803888 0.59517779 0.51260674 0.47396373] [ 0.057898] [ 0.36229243 0.37686849 0.64738733 0.30749459 0.50876582 0.63536796 0.43806682 0.3616922 0.30838534 0.53188286] [ 0.60291413] [ 0.22748179 0.62628577 0.42600788 0.54400777 0.34807852 0.60545464 0.36536234 0.59207128 0.45389174 0.44452255] [-1.23612806] [ 0.5241462 0.61692949 0.37133171 0.56585553 0.29602449 0.24187791 0.58807202 0.64582115 0.62126007 0.50378277] [ 0.30806166] [ 0.69903984 0.53377861 0.58663993 0.28949981 0.4092419 0.39865462 0.63642996 0.62956697 0.54116177 0.36906084] [ 0.28514868] [ 0.31304332 0.62175973 0.39567006 0.55307194 0.55248217 0.68546963 0.4221179 0.4833099 0.44410522 0.74891143] [-0.03613436] [ 0.49581444 0.67034436 0.41028654 0.6067069 0.37106572 0.63876732 0.37337504 0.36623561 0.44395066 0.6542934 ] [ 1.98505675] [ 0.71709436 0.71944932 0.54524347 0.48616904 0.272762 0.33053149 0.50003371 0.80719242 0.65457788 0.35231948] [-0.0545515] [ 0.38502295 0.64551625 0.45392726 0.64892035 0.57471368 0.56630752 0.42298555 0.39157906 0.461912 0.58441399] [ 0.39032901] [ 0.53550257 0.43094637 0.58776653 0.28990206 0.43271941 0.62825461 0.48556831 0.63281806 0.45419504 0.4392225 ] [-0.26439572] [ 0.26639428 0.52699814 0.61295751 0.5825477 0.36825147 0.6617714 0.40145067 0.45842205 0.45355697 0.45833614] [ 0.53461205] [ 0.43139911 0.66939286 0.40899911 0.71307241 0.22629529 0.57237495 0.31334576 0.41918557 0.55580728 0.49959398] [-0.50257142] [ 0.5151107 0.16144931 0.762558 0.30522223 0.51811793 0.55909606 0.41097395 0.46717968 0.25482752 0.38548948] [-0.38327038] [ 0.37009171 0.58465727 0.4788022 0.57453903 0.40003531 0.574039 0.42190184 0.49056406 0.53852734 0.49062929] [-0.3073195] [ 0.40700004 0.60681094 0.37828139 0.54996074 0.35216761 0.5794457 0.34672826 0.50508035 0.53793809 0.47554026] [-0.0711435] [ 0.571948 0.49690027 0.49006329 0.43839866 0.38815849 0.4074398 0.63605182 0.68999045 0.45938814 0.28294828] Progress: 46.9% ... Training loss: 0.329 ... Validation loss: 0.528[ 0.02832704] [ 0.36716756 0.58901423 0.47433445 0.60258736 0.391969 0.56497353 0.51033162 0.52974314 0.48277502 0.32185848] [-0.26015362] [ 0.26111227 0.67164171 0.53021249 0.55151112 0.40550571 0.60522048 0.40581526 0.43711881 0.50948377 0.51264803] [ 0.59578298] [ 0.40422364 0.40681265 0.60614449 0.40098675 0.57737623 0.61898376 0.36274342 0.54738096 0.47949446 0.46281061] [-0.21241929] [ 0.43425573 0.61443398 0.45460698 0.59824581 0.37034389 0.79229229 0.32928517 0.64156647 0.51213321 0.58761582] [ 0.17705201] [ 0.70240715 0.54963407 0.5964533 0.32774394 0.35552619 0.48183184 0.50886346 0.50579633 0.61758134 0.53037972] [-0.07114718] [ 0.31251935 0.61640731 0.52130742 0.4480474 0.43671469 0.52662031 0.35765501 0.45499269 0.53766182 0.4521666 ] [ 0.73945265] [ 0.35904039 0.57621824 0.47304178 0.5207633 0.35206329 0.48387291 0.4165747 0.51722535 0.59437973 0.49851404] [-0.05440482] [ 0.33413095 0.52830083 0.52084468 0.5446414 0.40409031 0.69677333 0.34443473 0.47037488 0.45010556 0.53180351] [-0.60491104] [ 0.54678582 0.65646497 0.4154463 0.58845679 0.51583162 0.6329354 0.35687635 0.59381642 0.52903055 0.53998135] [ 0.00054623] [ 0.41923705 0.51973289 0.5318714 0.65609856 0.5496502 0.74826749 0.43095002 0.50742829 0.50454197 0.55165672] [ 1.00874453] [ 0.68526026 0.56703481 0.5549457 0.31853573 0.43744742 0.31009819 0.54437147 0.60637499 0.65599359 0.30883913] [-0.15374976] [ 0.583634 0.80661923 0.37488258 0.42837919 0.22780747 0.38263454 0.46049338 0.70820321 0.71180067 0.49012868] [-0.02708552] [ 0.46228345 0.68679991 0.38684364 0.45375894 0.35310634 0.5637255 0.35836391 0.4423349 0.4971572 0.56397406] [-0.24361761] [ 0.35953406 0.68754188 0.42309084 0.71589935 0.24921259 0.54047132 0.48248089 0.65330103 0.54879848 0.4595178 ] [-0.4989936] [ 0.3431139 0.60527039 0.44658371 0.48689683 0.39666567 0.43660746 0.48031311 0.58702066 0.57301872 0.30779489] [ 0.40567372] [ 0.25322007 0.70282731 0.43899937 0.58123991 0.34344869 0.64556936 0.39810398 0.41919592 0.56358456 0.64619386] [-1.54831419] [ 0.58058559 0.68240087 0.44616648 0.4333287 0.38265545 0.37620926 0.60660388 0.73917191 0.54268242 0.33164869] [ 0.11685329] [ 0.76796124 0.62322161 0.56554269 0.43636138 0.46848265 0.33535551 0.50437623 0.57717736 0.64029055 0.33200369] [ 0.00988449] [ 0.42803362 0.71265998 0.38798161 0.43845872 0.35174814 0.66027695 0.51162732 0.61358679 0.50614599 0.51933171] [-0.07523142] [ 0.49248754 0.73272443 0.38070685 0.45519897 0.29539336 0.42332029 0.47864074 0.49569746 0.5380468 0.58473178] [ 0.1932849] [ 0.5884845 0.50500249 0.57512094 0.37722748 0.52862044 0.600784 0.54936664 0.58648526 0.40812572 0.45394437] [-0.01204827] [ 0.62666038 0.4284066 0.65642889 0.51653027 0.48749117 0.63678343 0.38588939 0.65925106 0.51515961 0.52028371] [ 0.28675572] [ 0.33243855 0.6429491 0.46261094 0.5524336 0.46884896 0.73289957 0.36996132 0.44592092 0.50590367 0.65745586] [ 0.32867342] [ 0.22207462 0.53373706 0.50547015 0.41424209 0.48132157 0.68130137 0.34923902 0.33784605 0.4421809 0.52733093] [-0.57022981] [ 0.48931298 0.66672622 0.44104473 0.66110999 0.39487993 0.61540811 0.48564986 0.49068555 0.61458863 0.45533769] [-0.20083957] [ 0.39674489 0.53591314 0.49375289 0.38289033 0.57272834 0.5693288 0.35742025 0.40401875 0.465747 0.54948811] [ 0.64091735] [ 0.61926858 0.49921603 0.56909696 0.35789548 0.35666555 0.53910912 0.47390266 0.81204882 0.54569501 0.36159173] [ 0.14575802] [ 0.32449014 0.51149903 0.59592765 0.43948249 0.48621712 0.6987768 0.35907953 0.48877392 0.52221656 0.61113311] [-0.46946274] [ 0.61943683 0.52450917 0.63195048 0.50994722 0.48065068 0.64084166 0.45746818 0.52891461 0.43529502 0.55501071] [ 1.7440691] [ 0.67333199 0.6324898 0.51057768 0.45339934 0.38014284 0.42245442 0.48611837 0.56389248 0.50198189 0.49325925] [ 0.59010198] [ 0.3699579 0.61402622 0.49612809 0.58724678 0.39742652 0.44101485 0.41290503 0.56621235 0.69600268 0.41862574] [-0.33526796] [ 0.48906324 0.2699799 0.65015483 0.33443574 0.51377658 0.54267309 0.52650224 0.55206545 0.38911067 0.37038116] [ 0.55238481] [ 0.1815958 0.53909251 0.53649707 0.62399053 0.45349967 0.68380984 0.31902054 0.32993462 0.53588025 0.50988009] [ 0.5311505] [ 0.77068669 0.46714588 0.56754062 0.25236614 0.34821965 0.30499561 0.56667895 0.69722491 0.52981632 0.30780879] [ 0.02275117] [ 0.36492723 0.41359904 0.66656501 0.29181428 0.57017685 0.50640902 0.45625358 0.43052336 0.3636621 0.5327845 ] [-0.30620293] [ 0.22233236 0.37965523 0.53630777 0.59278475 0.45929198 0.62683394 0.3864952 0.52910539 0.42176743 0.42335684] [-0.44979781] [ 0.52248712 0.13976691 0.80918598 0.23837321 0.46953279 0.45990035 0.4796163 0.59516275 0.26307242 0.23548912] [ 0.07877317] [ 0.24937342 0.35229322 0.53239869 0.47705007 0.52650599 0.46543877 0.41553532 0.42384546 0.39841122 0.30623961] [ 0.0657273] [ 0.28298686 0.71033866 0.47983945 0.58716646 0.34594826 0.71294194 0.49418086 0.60689057 0.49170572 0.53524111] [-0.0801436] [ 0.43234121 0.44619829 0.55418965 0.40708032 0.43104665 0.56114613 0.40903316 0.43700841 0.38099728 0.51112697] [-0.27901789] [ 0.41287006 0.51787353 0.56375715 0.46230516 0.52883332 0.59462458 0.52259862 0.41870031 0.41396417 0.39156788] [ 0.24213851] [ 0.46678385 0.64217284 0.55746248 0.42962973 0.40023327 0.67385692 0.49997537 0.45149315 0.50744486 0.6292499 ] [ 0.62406017] [ 0.69241114 0.71444204 0.55621389 0.41909948 0.39610973 0.44002278 0.60411581 0.6206743 0.63457872 0.58020356] [-0.19157758] [ 0.60985873 0.63351648 0.52030307 0.2751993 0.44265499 0.49004431 0.43751335 0.5888795 0.49103078 0.58477228] [-0.24029998] [ 0.63884074 0.50516304 0.58207903 0.37276853 0.42953074 0.3432753 0.50645915 0.46060161 0.57941523 0.31153504] [-0.35344946] [ 0.67621693 0.57455798 0.6411236 0.38374339 0.56601936 0.50895285 0.5067422 0.49260552 0.51067228 0.61948376] [-0.64962526] [ 0.40001249 0.44854435 0.57223026 0.35451975 0.36785711 0.40217367 0.41246283 0.61034147 0.40457618 0.28726885] [ 0.19110219] [ 0.37469657 0.58399538 0.5131079 0.46536948 0.58032726 0.62231447 0.36779799 0.39087853 0.38515805 0.73826283] [ 0.24498781] [ 0.63947971 0.70311207 0.46196058 0.4301408 0.3534432 0.48911741 0.47905135 0.58090432 0.59465261 0.57426902] [-0.02170211] [ 0.5833922 0.67960824 0.46744703 0.48521325 0.37205668 0.47233745 0.50227117 0.60793651 0.61210899 0.38964997] [ 0.11912129] [ 0.31218881 0.24189383 0.71539562 0.32738336 0.6025283 0.64145841 0.47965876 0.38602164 0.27179259 0.51879783] [ 0.76537799] [ 0.57151881 0.65273705 0.5812987 0.56367563 0.49230025 0.54374778 0.45624657 0.5717475 0.50862659 0.50317134] [-0.24803] [ 0.57626716 0.4516609 0.66046399 0.35244808 0.42532453 0.53442456 0.51138045 0.55700324 0.57193414 0.4986756 ] [ 0.0636798] [ 0.56818468 0.76584616 0.50815046 0.52543246 0.41932268 0.51846452 0.60405647 0.57905778 0.60620038 0.68967308] [-0.81799216] [ 0.46365487 0.60824647 0.48123447 0.65612514 0.52642456 0.51585919 0.53186185 0.58175557 0.51750032 0.40135618] [ 0.32033858] [ 0.24285155 0.3375333 0.70044105 0.45433433 0.63111343 0.71797505 0.43575715 0.26663224 0.36692606 0.4809505 ] [ 0.28681586] [ 0.67571042 0.565706 0.60818713 0.36806931 0.46952733 0.50224684 0.5872436 0.57173611 0.65570109 0.48872473] [-0.29913237] [ 0.57935052 0.45993887 0.49846078 0.56920486 0.24417763 0.32510453 0.46557714 0.62880022 0.46637088 0.22723197] [-0.32938429] [ 0.40138108 0.71284956 0.30873758 0.68405026 0.39511104 0.68492259 0.46366177 0.61418961 0.41636758 0.53820497] [ 1.64224559] [ 0.62182256 0.618145 0.49299187 0.43748374 0.3464991 0.31783701 0.48295053 0.5564028 0.62206127 0.33558119] [-0.16765221] [ 0.6898863 0.75545632 0.39651961 0.49826732 0.30889109 0.27529491 0.41963727 0.6132063 0.61450042 0.57669949] [ 0.01309045] [ 0.41665391 0.69552024 0.47443875 0.65156896 0.452468 0.52573966 0.44875283 0.48066556 0.60273837 0.52685267] [-0.14116677] [ 0.25029087 0.57659077 0.50559725 0.55926725 0.37457433 0.59207738 0.3172581 0.42401224 0.51577776 0.50814672] [ 0.64513413] [ 0.66265683 0.53287728 0.57455688 0.48912063 0.50671393 0.45367113 0.49000648 0.67522927 0.58310584 0.37831971] [-0.28008293] [ 0.46746684 0.7069896 0.38906397 0.61460554 0.47196116 0.5586128 0.4971013 0.59250085 0.52578624 0.58908005] [ 0.04276649] [ 0.36173101 0.50743086 0.48506445 0.58645004 0.48078674 0.51119927 0.42776149 0.52116366 0.45885082 0.47550402] [-0.26574175] [ 0.69856534 0.56674412 0.62200185 0.37736383 0.48211501 0.55737603 0.58831683 0.57396872 0.62491735 0.48352861] [ 0.40266129] [ 0.26638608 0.5188871 0.60030522 0.52840267 0.39163395 0.73743118 0.37039412 0.52353689 0.41035243 0.55350571] [ 0.29479985] [ 0.29526288 0.41707964 0.62190431 0.42241388 0.51919171 0.65828391 0.46765549 0.43519032 0.37920749 0.56944493] [-0.10841836] [ 0.54711963 0.57459901 0.43239813 0.52619645 0.28680796 0.58204318 0.37368647 0.39066144 0.45804016 0.51264658] [ 0.05281734] [ 0.41369253 0.82235624 0.41935829 0.7281125 0.38899887 0.73836367 0.34761865 0.53174562 0.57924604 0.70266383] [ 0.7929968] [ 0.69263744 0.55104692 0.56316517 0.3247157 0.40660085 0.41855073 0.59757517 0.61189975 0.51607067 0.39465332] [-0.95838558] [ 0.47345225 0.54302021 0.43299909 0.65219397 0.40907312 0.49333197 0.54855505 0.61802601 0.46068207 0.39167239] [-0.43343729] [ 0.41585885 0.75753434 0.42228149 0.63429893 0.42917741 0.62963986 0.33377529 0.6351094 0.58153603 0.61787487] [-0.31472589] [ 0.56655251 0.75574838 0.44111111 0.66033426 0.47299849 0.66558303 0.39868351 0.54015108 0.51004883 0.6681103 ] [-0.68040139] [ 0.43325945 0.68085242 0.3990711 0.60954438 0.41981784 0.43169734 0.43261329 0.50952503 0.40096603 0.54937549] [ 0.26207296] [ 0.54797317 0.58000806 0.47389888 0.48760454 0.36650979 0.29866273 0.46762828 0.61356188 0.55429116 0.44627042] [ 0.00816472] [ 0.67431571 0.44417637 0.53303618 0.35698096 0.42170471 0.42009971 0.52901482 0.52479678 0.49375988 0.43184065] [ 1.09542724] [ 0.42638689 0.46618828 0.50095971 0.3499004 0.4166726 0.42919744 0.47429302 0.6057287 0.46641184 0.29496041] [-0.15577132] [ 0.57111393 0.55883948 0.48680674 0.55212045 0.24457864 0.44090126 0.49374271 0.66305896 0.50437748 0.40990967] [ 0.38059438] [ 0.17474813 0.54381146 0.53362718 0.47899096 0.52401973 0.73261949 0.418888 0.42264628 0.47410955 0.59633782] [-0.42913796] [ 0.62669988 0.60246856 0.6056988 0.33897044 0.44393368 0.62849298 0.43308173 0.60250256 0.4730171 0.56472214] [-0.24930231] [ 0.54299471 0.65256821 0.40695796 0.58409618 0.26536869 0.48451017 0.42578943 0.5248159 0.59435794 0.48265009] [ 0.62186187] [ 0.21702077 0.5494916 0.57232064 0.66155875 0.44519359 0.78664992 0.33772022 0.31795339 0.41918662 0.61323184] [-0.35888525] [ 0.41579209 0.62202325 0.43112063 0.57088201 0.31251077 0.54413258 0.37150596 0.54024059 0.5385786 0.4937826 ] [-0.2721002] [ 0.46288113 0.69707169 0.4301412 0.56544618 0.39428047 0.60422377 0.38540005 0.43851854 0.55555695 0.60138735] [-0.49282243] [ 0.34370788 0.64517867 0.38945935 0.63395284 0.36316019 0.57891055 0.48144564 0.52982414 0.56777362 0.56417188] [ 0.29057732] [ 0.74580128 0.57051554 0.51233238 0.39515346 0.33837611 0.30133057 0.48957321 0.42621009 0.61453985 0.32216742] [ 0.62186187] [ 0.21702077 0.5494916 0.57232064 0.66155875 0.44519359 0.78664992 0.33772022 0.31795339 0.41918662 0.61323184] [-0.10137587] [ 0.68517162 0.63182374 0.60343515 0.39360867 0.41502318 0.414032 0.65076037 0.60154306 0.58600004 0.44621144] [-0.37185226] [ 0.40897479 0.67278256 0.43052917 0.55386033 0.26805948 0.54979034 0.41539104 0.54987198 0.53418122 0.50978788] [ 2.3445279] [ 0.80762978 0.42135668 0.61332131 0.21203215 0.29327125 0.29464762 0.59044988 0.80374779 0.49862863 0.20805591] [ 0.15727213] [ 0.72149082 0.51061509 0.62378015 0.29285714 0.33523158 0.32728334 0.5683292 0.5240802 0.59967444 0.34122321] [-0.34288303] [ 0.66637386 0.75875212 0.41553471 0.59087507 0.29733036 0.36448916 0.38217323 0.49195874 0.66836054 0.54614439] [ 0.23474812] [ 0.31198441 0.5337975 0.60129994 0.48112057 0.34431265 0.67936316 0.38736896 0.40237617 0.43527349 0.52333703] [-0.84403367] [ 0.73311684 0.75054996 0.44580978 0.45735162 0.29156665 0.34744603 0.48909397 0.54017421 0.64950143 0.44923751] [ 0.3561255] [ 0.65212363 0.54365361 0.58217219 0.31216548 0.45303864 0.51098049 0.60467869 0.57282923 0.48508008 0.49697222] [ 0.29007256] [ 0.32133361 0.49779767 0.54416915 0.4478863 0.48381653 0.72916246 0.40931844 0.35467388 0.41285216 0.54300346] [ 0.4267024] [ 0.20796839 0.40027545 0.47866212 0.64201407 0.50758185 0.58245022 0.36280326 0.37980264 0.38423513 0.59076607] [-0.07909021] [ 0.61090086 0.72837991 0.507608 0.44320127 0.38170653 0.56201617 0.48452756 0.68998881 0.58882599 0.53293287] [-0.63761102] [ 0.59255581 0.75349192 0.36781409 0.58787516 0.3187579 0.53572948 0.39140661 0.4141643 0.53094509 0.58229988] [ 0.4373025] [ 0.57405572 0.45296628 0.66302383 0.44699551 0.56411884 0.49406789 0.4982292 0.51676787 0.48603517 0.41596013] [-0.01187564] [ 0.30561897 0.25800694 0.68824502 0.2810708 0.50210415 0.64538466 0.50196821 0.35423152 0.32619811 0.41637419] [ 0.52611962] [ 0.61526904 0.33907292 0.49925396 0.48582266 0.39322309 0.30537521 0.45452591 0.46302346 0.40465957 0.32029808] [ 0.8362102] [ 0.74200689 0.52749663 0.54659969 0.37793391 0.26241825 0.36166374 0.4865555 0.49055235 0.50017215 0.35746493] [-0.12635968] [ 0.30182429 0.72865815 0.31987769 0.69809544 0.38779754 0.63235917 0.46758594 0.4846566 0.468608 0.55552364] [-0.07431257] [ 0.39929136 0.42857939 0.58466588 0.36131767 0.5260294 0.63400399 0.50367104 0.58427415 0.43637866 0.51738898] [-0.0968276] [ 0.74640942 0.36496189 0.62194796 0.34570667 0.23574367 0.24894111 0.47092677 0.5757746 0.49805634 0.229139 ] [ 1.48043961] [ 0.71628593 0.49690304 0.60000915 0.29495799 0.43181932 0.29056627 0.6163097 0.54103003 0.61470972 0.28080305] [ 0.51300029] [ 0.66923067 0.71591302 0.44739814 0.41167941 0.33484787 0.4276469 0.61604193 0.6577597 0.52630377 0.65686555] [-0.4244022] [ 0.45484755 0.63469584 0.52459491 0.67342202 0.47199097 0.62256394 0.40533033 0.48140522 0.60312507 0.50117564] [-0.28949669] [ 0.77112108 0.60330903 0.53036472 0.34268253 0.3722648 0.3590785 0.53009998 0.40413435 0.61728283 0.41940172] [-0.63400555] [ 0.59298541 0.59017489 0.5423243 0.67330154 0.45957849 0.53145837 0.40716658 0.58415935 0.5230865 0.53194291] [-0.06486257] [ 0.43068867 0.68284971 0.40795923 0.53208683 0.51438881 0.6150016 0.33705544 0.41913648 0.48007896 0.65925272] [-1.17517207] [ 0.65009722 0.23186419 0.72645356 0.13756362 0.65444218 0.48287068 0.62774093 0.51589734 0.33617581 0.39009922] [-0.22318394] [ 0.36446514 0.45998419 0.56537135 0.4114334 0.47681687 0.54085589 0.44557183 0.45863171 0.44685687 0.47563991] [ 0.43086095] [ 0.54368533 0.64288438 0.43742424 0.50269155 0.29942953 0.37959837 0.55077237 0.53635217 0.63508959 0.37266112] [ 0.0106874] [ 0.33617563 0.40990112 0.62628116 0.371376 0.58711753 0.5277972 0.37509152 0.50683718 0.35210739 0.6620736 ] [-0.07312915] [ 0.44105436 0.56574842 0.55802429 0.54429477 0.48056014 0.50214365 0.38405351 0.41758709 0.56438031 0.4177068 ] [-0.88080738] [ 0.65914815 0.62914826 0.53805163 0.62418534 0.38537485 0.63725035 0.37106707 0.61617531 0.50098635 0.50386719] [ 0.13243687] [ 0.53603769 0.56319998 0.5385113 0.47361052 0.35947369 0.60390422 0.5390693 0.56433556 0.54897054 0.57923135] [-0.63692997] [ 0.70527499 0.67030067 0.53837821 0.2646168 0.38073111 0.39628294 0.55334325 0.58600585 0.5918767 0.51621492] [-0.09354965] [ 0.43053485 0.59589429 0.58385271 0.39504491 0.41525065 0.69233424 0.44335826 0.4390441 0.5716205 0.58701546] [ 0.2013551] [ 0.47311705 0.47574992 0.62132501 0.42634507 0.37843111 0.56499017 0.45560396 0.4382006 0.45880653 0.38251156] [ 0.07271745] [ 0.31874762 0.62089583 0.50167875 0.64490017 0.48445005 0.72646928 0.49502526 0.47623762 0.48586705 0.53042419] [ 0.05872319] [ 0.6168488 0.55179665 0.51180347 0.40001958 0.3973952 0.2750283 0.50223542 0.60179651 0.53949783 0.43678194] [-1.06241537] [ 0.59104122 0.67199675 0.49017307 0.54961 0.26406074 0.45537165 0.45291309 0.53066936 0.54754202 0.49375738] [ 0.20061468] [ 0.60321916 0.60923197 0.52014729 0.58928662 0.43653645 0.51729947 0.60969819 0.50703546 0.61114042 0.46048593] Progress: 47.1% ... Training loss: 0.326 ... Validation loss: 0.518[ 0.2576256] [ 0.7302767 0.57374107 0.53152098 0.45278764 0.30739471 0.49554417 0.51013772 0.51496833 0.54303679 0.52111158] [ 0.47422207] [ 0.41545983 0.76435505 0.41479932 0.54094019 0.29813837 0.51334251 0.42411945 0.60848671 0.58766912 0.55931457] [ 0.11365964] [ 0.58452518 0.32891468 0.68834219 0.32798814 0.37384606 0.32949682 0.52140548 0.63990945 0.4063055 0.26087777] [ 0.12700811] [ 0.60192993 0.57835555 0.56840632 0.62148403 0.41521706 0.40657572 0.47166293 0.6184431 0.55583591 0.40849519] [ 0.11183133] [ 0.24117491 0.5874206 0.45792492 0.66367172 0.44633899 0.70453854 0.45055692 0.4592155 0.43417303 0.55006472] [-0.95023005] [ 0.54539726 0.75596864 0.52434385 0.50145304 0.36551494 0.48645035 0.51588151 0.62474899 0.59443872 0.47701425] [-0.10712222] [ 0.38671767 0.67007841 0.43329217 0.5369774 0.35334438 0.63215247 0.38954353 0.4996041 0.53943336 0.61824495] [-0.76551351] [ 0.4031181 0.59507465 0.45218894 0.63047304 0.40068118 0.49580999 0.45255421 0.51993326 0.38998763 0.4268862 ] [-0.83956924] [ 0.41438912 0.63424234 0.53413774 0.58667386 0.41964614 0.52775994 0.43101208 0.5584491 0.55399428 0.42517119] [-0.36197329] [ 0.37337496 0.55979323 0.4564239 0.64740256 0.43270862 0.64903162 0.48039267 0.64042388 0.52510824 0.42143633] [-0.55822836] [ 0.49207772 0.69951442 0.3588243 0.56004504 0.47083124 0.53442417 0.51158837 0.42162915 0.4656349 0.55220885] [-0.08641635] [ 0.75632988 0.72762041 0.50593894 0.45078464 0.3481191 0.51426465 0.51713982 0.68425696 0.62418031 0.53559799] [-0.5228713] [ 0.34962804 0.47559526 0.42147953 0.4485508 0.49341646 0.53083203 0.45464006 0.39802681 0.37318615 0.42129761] [ 0.40315897] [ 0.68006927 0.58677872 0.55050085 0.34283933 0.52073758 0.43137107 0.57459969 0.64845333 0.61572855 0.36630523] [ 0.29064703] [ 0.69917957 0.49167021 0.56747055 0.42189851 0.38384453 0.43293175 0.52335553 0.54534291 0.49957282 0.40518726] [-0.26021091] [ 0.31191335 0.46741774 0.61705433 0.43430506 0.53761384 0.49164972 0.47174785 0.37579936 0.5433785 0.46171565] [-0.40338777] [ 0.31028805 0.48622064 0.64124993 0.4183371 0.47074203 0.56159904 0.40593469 0.3958226 0.37038051 0.50263015] [-0.40840796] [ 0.6482577 0.62099617 0.57664328 0.30821438 0.46493243 0.46689629 0.55167823 0.49908657 0.56457787 0.5604318 ] [ 0.50399232] [ 0.17739306 0.41280163 0.55848717 0.55597042 0.4610204 0.62428292 0.35946112 0.46579095 0.34664677 0.40760628] [-0.21866626] [ 0.43210016 0.30043112 0.63512288 0.40141114 0.39881548 0.40137363 0.44645092 0.39669437 0.48076678 0.24363165] [ 0.12978609] [ 0.64100092 0.60740769 0.48946541 0.64721686 0.37769492 0.35641395 0.53903914 0.652119 0.59532108 0.61920774] [-0.36825535] [ 0.37604725 0.25898244 0.66168086 0.33422627 0.54877594 0.43071843 0.47310092 0.32564058 0.43953383 0.25335153] [ 0.26196047] [ 0.3157257 0.63484128 0.48883372 0.52340228 0.52016327 0.64488669 0.41840345 0.3187548 0.39295637 0.67064987] [ 0.3610127] [ 0.23596393 0.72009902 0.37230657 0.64699208 0.49510121 0.69434967 0.33943389 0.52718425 0.40121375 0.72897826] [ 0.24045834] [ 0.70096704 0.57120741 0.58891628 0.30453365 0.42733338 0.3350656 0.65764947 0.58247072 0.64049403 0.30995513] [ 0.10787487] [ 0.22063877 0.65869491 0.4112602 0.54783423 0.45734495 0.70577005 0.36427445 0.38387992 0.54859854 0.54215232] [ 0.28697503] [ 0.3472428 0.72879719 0.42583403 0.69216609 0.48266209 0.71489341 0.46147349 0.47394158 0.51320751 0.74846381] [ 0.2920656] [ 0.3994295 0.6994312 0.34898761 0.38610403 0.30918921 0.59504249 0.44306944 0.47303887 0.53758293 0.5044821 ] [-0.72333669] [ 0.6847363 0.48667944 0.6686881 0.3390629 0.48274064 0.39501897 0.53517003 0.50502392 0.498731 0.40071734] [ 0.77863311] [ 0.63278592 0.34086638 0.69016251 0.38266177 0.36618651 0.47735225 0.47994356 0.5238254 0.5199014 0.32194395] [ 0.16927721] [ 0.26212158 0.65209032 0.39764337 0.58096322 0.34426641 0.57430333 0.41493873 0.56636177 0.53979412 0.47165587] [ 0.0356454] [ 0.36190805 0.2757611 0.70057875 0.3072867 0.48705699 0.49949086 0.39407393 0.33523588 0.27974175 0.35749755] [ 0.07605189] [ 0.82879207 0.36742952 0.61586889 0.21392924 0.37167617 0.21675068 0.67563495 0.70205238 0.52798314 0.20410652] [ 0.05246624] [ 0.35836102 0.57543152 0.52234318 0.50443288 0.42285071 0.65845089 0.45986452 0.53271597 0.424286 0.52731765] [ 1.03586208] [ 0.64506896 0.55144803 0.57530746 0.51285255 0.36945653 0.55603186 0.47373095 0.60284693 0.56224366 0.52597727] [ 0.63559467] [ 0.53816166 0.57373414 0.51932885 0.46280003 0.2810153 0.4095623 0.58028822 0.72535124 0.57561089 0.27816662] [-0.21937199] [ 0.37512768 0.57572116 0.40340812 0.59397338 0.42065568 0.70468398 0.4088129 0.51507273 0.46797385 0.52110842] [-0.05332779] [ 0.30243801 0.49481195 0.56767996 0.46532288 0.51471901 0.56276361 0.37008053 0.36294038 0.38695187 0.60161325] [-0.10183286] [ 0.47930209 0.76606879 0.47516305 0.47441799 0.54024196 0.69397373 0.45192744 0.49633285 0.53829201 0.72174337] [-0.52130521] [ 0.53710904 0.73509468 0.43719813 0.62382093 0.39887412 0.62690347 0.4478015 0.4735174 0.52320431 0.55449458] [ 0.41339674] [ 0.22708998 0.58140432 0.45215833 0.65536431 0.36847138 0.54777968 0.43037807 0.55294246 0.52295141 0.44605777] [ 0.1586593] [ 0.65583541 0.59372777 0.53038414 0.34672736 0.43876261 0.52900136 0.53084676 0.5406052 0.49558256 0.44889066] [ 0.06565399] [ 0.419765 0.73248376 0.36382226 0.70681712 0.37028026 0.53356266 0.36110043 0.32442967 0.45673151 0.72980028] [ 0.05377258] [ 0.50454391 0.31489104 0.64357753 0.31614967 0.47482202 0.4519334 0.42340883 0.47650464 0.4209825 0.32576638] [ 0.88047773] [ 0.38848726 0.62137555 0.43385841 0.57040653 0.32429096 0.40830465 0.43951468 0.5324256 0.45212692 0.53629665] [ 1.70287419] [ 0.7317311 0.43286203 0.6058044 0.32098396 0.3427679 0.26270063 0.50752221 0.58059788 0.42803198 0.37134255] [-0.1193946] [ 0.58786101 0.52295452 0.44791566 0.50032153 0.27916346 0.30457527 0.4247272 0.39440926 0.60356961 0.2825873 ] [ 0.01425857] [ 0.33800788 0.56325298 0.38054403 0.48823954 0.45074952 0.58366613 0.46303877 0.49989488 0.39124779 0.52351124] [-0.49327799] [ 0.52211767 0.6177294 0.56320138 0.47955746 0.4862065 0.59816363 0.43922538 0.54520114 0.5209571 0.52355927] [-0.24785363] [ 0.79115002 0.65914127 0.49394203 0.30189502 0.34687661 0.29483223 0.49920079 0.60043232 0.57106718 0.47443701] [-0.09127963] [ 0.42651669 0.7394093 0.42587533 0.59337909 0.40049098 0.62334764 0.35802013 0.3884147 0.53049637 0.6310468 ] [-0.07272049] [ 0.26711459 0.48665768 0.39529781 0.69955694 0.38687828 0.6585104 0.32631 0.41180401 0.41730786 0.38937964] [-0.11545943] [ 0.68891647 0.68373961 0.57667553 0.24507972 0.49770915 0.41762644 0.46156902 0.59948994 0.62740825 0.45326284] [-0.28746865] [ 0.35136664 0.34400001 0.6541409 0.29815696 0.44809267 0.46228767 0.55405974 0.45824671 0.50489021 0.2911883 ] [ 0.11913141] [ 0.32230728 0.59889461 0.42028102 0.61380876 0.45358082 0.61355551 0.49525809 0.64038907 0.41713727 0.43133131] [-0.00689668] [ 0.52450784 0.67098548 0.54696117 0.57166957 0.50026728 0.48675374 0.50845595 0.57187719 0.52610186 0.65428449] [-0.16166113] [ 0.3728914 0.50509923 0.59125895 0.40246505 0.44603333 0.69493622 0.42901889 0.49737156 0.59695549 0.54190736] [-0.0165708] [ 0.45482638 0.54744405 0.38178481 0.47389059 0.37143552 0.68190139 0.47492243 0.60416572 0.43403859 0.42871589] [ 0.51356192] [ 0.20738731 0.59468777 0.36716878 0.62135722 0.41276965 0.65786875 0.33580887 0.42313113 0.41942207 0.77747329] [-0.08607042] [ 0.62053728 0.52735743 0.52791213 0.37916714 0.44061006 0.37523527 0.51584215 0.48059099 0.49164486 0.38870083] [-0.4281736] [ 0.75621603 0.46300139 0.55535512 0.48003786 0.3762003 0.55880099 0.50763372 0.67726721 0.42618268 0.52902332] [-0.33494869] [ 0.53942547 0.62176018 0.50353088 0.45696346 0.33592972 0.34931687 0.47693168 0.51284345 0.54577873 0.42974003] [-0.35065375] [ 0.77625862 0.63445222 0.54655523 0.25968988 0.35208132 0.27697197 0.5838157 0.54483144 0.69119739 0.3697308 ] [ 0.66109949] [ 0.2499691 0.442367 0.54101503 0.59766818 0.35012862 0.64201173 0.36981272 0.53407675 0.43865573 0.37248416] [ 0.13029056] [ 0.36191772 0.38503303 0.64376833 0.42291 0.51154797 0.68205073 0.35701002 0.40182025 0.377988 0.58721704] [-0.4096903] [ 0.44208887 0.66768393 0.45066633 0.57077656 0.43700024 0.48921156 0.40641752 0.45511134 0.53786611 0.60612036] [ 0.10787487] [ 0.22063877 0.65869491 0.4112602 0.54783423 0.45734495 0.70577005 0.36427445 0.38387992 0.54859854 0.54215232] [-0.26225723] [ 0.3834093 0.40613515 0.65221758 0.39602978 0.47136874 0.44644417 0.50203787 0.50859256 0.45527379 0.44476959] [-0.71226203] [ 0.59713872 0.6930433 0.39205031 0.60813444 0.36789836 0.53586786 0.36367984 0.42437084 0.54650558 0.54605661] [-1.53487311] [ 0.70830638 0.57259829 0.53157743 0.44790955 0.2673411 0.32482002 0.52465545 0.53420904 0.6051515 0.33640432] [-0.30455292] [ 0.6813203 0.61327384 0.66457438 0.25205536 0.46539755 0.45235819 0.51303448 0.72715969 0.5346808 0.46637006] [ 0.03086733] [ 0.30879826 0.46954537 0.50214907 0.44838781 0.44523639 0.62774208 0.35842039 0.46434821 0.38594751 0.46403718] [ 1.48175946] [ 0.6999838 0.42991155 0.60209007 0.36112575 0.34492297 0.39160711 0.49212751 0.59951126 0.48912659 0.27434111] [ 0.71368347] [ 0.78873096 0.65397435 0.50940025 0.29640765 0.23487031 0.3933203 0.52301302 0.66304938 0.6457886 0.42554456] [-0.54209367] [ 0.5194661 0.69002048 0.50788986 0.6551015 0.38564398 0.6174158 0.39418505 0.57341939 0.5438955 0.52509666] [-0.43749001] [ 0.70556123 0.58496599 0.47313667 0.39807399 0.45802066 0.60176113 0.55164664 0.513268 0.4518944 0.51786311] [ 0.23612398] [ 0.51338255 0.65649764 0.3921095 0.45921292 0.3754797 0.60728455 0.49045121 0.57948038 0.49160246 0.49865658] [-0.19847274] [ 0.35557109 0.35827613 0.60495335 0.60713595 0.41982215 0.43534471 0.48023911 0.48437799 0.41817385 0.5866298 ] [ 0.12750034] [ 0.31056237 0.4192132 0.64609546 0.48872833 0.36196403 0.57228879 0.43540776 0.54305998 0.41429345 0.3800651 ] [ 0.21063703] [ 0.26556255 0.62906489 0.41825607 0.58302405 0.42262232 0.64966026 0.36721977 0.46798359 0.53166786 0.60425378] [ 0.06267888] [ 0.38532043 0.69102578 0.5124851 0.52840813 0.34210011 0.68898484 0.49481394 0.50115753 0.57616982 0.62029824] [ 0.37205142] [ 0.76956206 0.42400295 0.57973589 0.2369253 0.40040989 0.30421754 0.46794331 0.57390276 0.50963894 0.31085075] [-0.10639221] [ 0.33901519 0.73647666 0.40372567 0.73004733 0.29737842 0.6324715 0.35065558 0.3562101 0.60580355 0.55757072] [ 0.88611457] [ 0.60421627 0.51740267 0.54912971 0.42357141 0.43694543 0.49666995 0.48545213 0.54312514 0.51982077 0.42878014] [ 1.21756871] [ 0.67499626 0.58861665 0.54743761 0.47396565 0.27496046 0.39893075 0.40185456 0.49021162 0.63667009 0.42778142] [-0.3312304] [ 0.5401559 0.43879395 0.58443898 0.20217285 0.42709633 0.39909687 0.4956777 0.53038068 0.46713588 0.34019964] [-1.72181521] [ 0.48754165 0.18159038 0.6241552 0.35190876 0.43899735 0.34958516 0.47082299 0.62429403 0.30292323 0.23893687] [-0.64597973] [ 0.55879645 0.57474095 0.51724656 0.46304886 0.463168 0.50666203 0.43754302 0.54379769 0.57095281 0.49024006] [ 0.07828183] [ 0.62120959 0.64126665 0.58164638 0.57945855 0.42967729 0.49285722 0.47736722 0.55030306 0.55639519 0.52358155] [-0.39515587] [ 0.37733751 0.77248276 0.27442719 0.70655019 0.37262498 0.58588234 0.39536645 0.61195854 0.5416839 0.64599499] [-0.47598751] [ 0.32452543 0.30022014 0.73158008 0.36045713 0.45717078 0.56875719 0.45134712 0.39583717 0.38761022 0.39888949] [ 0.39189078] [ 0.25371285 0.57382015 0.40713364 0.71057255 0.52270868 0.79030156 0.46823712 0.42324393 0.4566108 0.59525218] [-0.40771194] [ 0.45312602 0.56537006 0.44230901 0.57914311 0.35730527 0.43844029 0.52726047 0.62024062 0.45566715 0.30775008] [ 0.08060145] [ 0.27106104 0.63098467 0.49660797 0.68499154 0.3543493 0.71035312 0.35599601 0.4255105 0.54983688 0.51697694] [ 0.81190345] [ 0.72482343 0.44547091 0.53062425 0.36812136 0.30397789 0.2981869 0.52735696 0.55198151 0.57147194 0.28003121] [ 0.14028524] [ 0.45427561 0.39664548 0.67656592 0.48261438 0.50259391 0.43874962 0.44587982 0.4208528 0.50622005 0.3574218 ] [ 1.66775756] [ 0.63882615 0.63188075 0.40830414 0.45332196 0.34847567 0.23050089 0.54734259 0.5899139 0.69163052 0.23166384] [ 0.81695867] [ 0.66311227 0.65613687 0.52968268 0.2746664 0.30340791 0.40209264 0.60920639 0.74898334 0.57754635 0.37003649] [ 0.07512981] [ 0.37710903 0.71859427 0.28213868 0.68401363 0.36206789 0.73478452 0.43296564 0.54982918 0.46029306 0.56404272] [ 0.31383294] [ 0.71532104 0.69391569 0.54976418 0.5267605 0.42166192 0.49813526 0.54396336 0.62441158 0.59749944 0.55809433] [-0.40991228] [ 0.39244767 0.51568576 0.55468808 0.41475041 0.4953744 0.6510257 0.51410401 0.44954239 0.47566137 0.54312298] [-1.01594967] [ 0.64553165 0.48491972 0.56993454 0.49202702 0.51563692 0.5807318 0.43873363 0.69568614 0.53269855 0.41087313] [ 0.55544856] [ 0.57071168 0.68009102 0.42905073 0.64390814 0.31234852 0.5044278 0.52006131 0.63291247 0.56061184 0.49239949] [-0.23686228] [ 0.44942676 0.61005894 0.42197417 0.45671439 0.37385775 0.47986829 0.53227379 0.57534968 0.56676639 0.37143135] [-0.11548024] [ 0.50903569 0.60294338 0.58072301 0.44824438 0.41335585 0.53852421 0.52895486 0.60927791 0.53481484 0.47190807] [-1.42891953] [ 0.52038714 0.49580344 0.61261682 0.34671584 0.44228985 0.41874596 0.49433975 0.57947271 0.56090363 0.39409043] [ 0.21920842] [ 0.21746345 0.49743402 0.47438966 0.62460271 0.49098758 0.736484 0.42484759 0.48257994 0.29613281 0.49232257] [-0.22356282] [ 0.40857813 0.5316965 0.57656192 0.44515787 0.41548885 0.45984701 0.51392942 0.48614448 0.52196496 0.43979923] [-0.21370591] [ 0.57821988 0.55229562 0.58922477 0.41375674 0.46667809 0.35981295 0.43645342 0.49179723 0.5286587 0.57989979] [ 0.5369952] [ 0.48258338 0.5208103 0.62599735 0.3586321 0.44864564 0.54930864 0.4733418 0.55540374 0.49676617 0.4724123 ] [-0.37286536] [ 0.3045426 0.61484966 0.54949523 0.49461775 0.44177513 0.59285206 0.38819861 0.55761684 0.49568681 0.57873081] [ 0.32663838] [ 0.34539469 0.63866217 0.49788536 0.60781865 0.41942075 0.74842812 0.45280845 0.51392025 0.41006962 0.63156511] [-0.24032517] [ 0.2914421 0.71372048 0.36572659 0.70187451 0.40176188 0.66416148 0.46787677 0.62260117 0.45682446 0.54669009] [-0.00797279] [ 0.33842777 0.46665283 0.56204031 0.47919199 0.47971748 0.52333837 0.43345521 0.40986426 0.4415758 0.60320889] [-0.08131384] [ 0.42365688 0.74070468 0.36681398 0.54916854 0.47457348 0.55929691 0.31850541 0.47207341 0.48054507 0.75960965] [ 0.31040735] [ 0.37611061 0.73477079 0.45918882 0.56683144 0.40946516 0.6195667 0.40197829 0.43186605 0.53698916 0.59168039] [ 0.00568755] [ 0.29978747 0.61683282 0.39235408 0.57670459 0.4176615 0.72863283 0.49564357 0.56409866 0.40670373 0.54680897] [ 0.21678114] [ 0.29316607 0.48311872 0.64410162 0.46797978 0.54903962 0.68216241 0.44199292 0.33181995 0.38208278 0.54012934] [ 0.4825117] [ 0.40104937 0.62402737 0.4069968 0.61346717 0.42079748 0.54393711 0.46572769 0.53315094 0.51460128 0.56487605] [ 0.46813008] [ 0.56343479 0.67660244 0.42812745 0.63848361 0.26102966 0.35849412 0.47844324 0.51639321 0.58051675 0.537056 ] [ 0.44752988] [ 0.28974171 0.58713711 0.50858377 0.62953801 0.49232151 0.58905971 0.39815527 0.45953862 0.65075403 0.5189978 ] [ 0.6941] [ 0.56424961 0.38127244 0.6351411 0.24048897 0.49337042 0.56614056 0.47857674 0.58599474 0.41124175 0.41695172] [ 0.34831267] [ 0.31703029 0.73261447 0.42640043 0.65252749 0.47316513 0.78673657 0.47032239 0.46789918 0.52175028 0.70967779] [ 0.00182142] [ 0.51050726 0.52196996 0.47612079 0.35983452 0.35858135 0.46846896 0.49044889 0.49378143 0.49416306 0.43224592] [ 0.57851687] [ 0.35742628 0.63285476 0.49141832 0.53569292 0.40226831 0.48783949 0.44446794 0.57418634 0.70707555 0.44480833] [ 1.30394203] [ 0.59260796 0.75942456 0.45837313 0.57061919 0.34408064 0.37458698 0.52567258 0.74146544 0.72584256 0.3434602 ] [-0.36464477] [ 0.72250018 0.43651147 0.6920256 0.34470865 0.52937145 0.45132441 0.46583719 0.613243 0.52523181 0.42889992] [-0.01865446] [ 0.26389636 0.36647277 0.6216022 0.44947456 0.46448481 0.6328665 0.41072469 0.44738025 0.40007044 0.46046411] Progress: 47.4% ... Training loss: 0.326 ... Validation loss: 0.515[ 1.53510407] [ 0.72162213 0.60180279 0.5157704 0.39280217 0.2480784 0.25278692 0.50414682 0.74386072 0.57787219 0.29519005] [ 0.25108673] [ 0.32987207 0.6299142 0.50288645 0.63565311 0.58180035 0.74191616 0.37877073 0.42810804 0.4150717 0.60471984] [ 1.61436103] [ 0.64035272 0.59694293 0.4521085 0.61985965 0.292935 0.34558464 0.57815053 0.50398822 0.60832127 0.51154137] [-0.15632307] [ 0.50793881 0.61635989 0.44293245 0.50613617 0.42381583 0.65307422 0.36034246 0.39580866 0.43188614 0.67488448] [-0.00829435] [ 0.40962624 0.82407151 0.35813734 0.65827784 0.41752924 0.62451002 0.44625478 0.35384207 0.61218626 0.70462092] [ 0.19077361] [ 0.41426266 0.51454085 0.56916202 0.43239829 0.50488891 0.48327177 0.48075465 0.55238187 0.57129367 0.41525419] [ 0.10233989] [ 0.25660416 0.61353211 0.3776009 0.51180232 0.44644931 0.64042143 0.38220693 0.40125617 0.4238307 0.45332444] [-0.24027544] [ 0.80889815 0.59489719 0.59050187 0.48061845 0.46046967 0.35537357 0.50194799 0.62215496 0.56770347 0.41274091] [-0.18954743] [ 0.36067685 0.72423382 0.38417412 0.62243853 0.30776174 0.67101822 0.47553284 0.56758192 0.46283752 0.55910272] [-0.40433031] [ 0.43889509 0.69228899 0.43726162 0.73149685 0.45062385 0.55587448 0.48353915 0.56697737 0.55970849 0.71322232] [-0.18311102] [ 0.73248556 0.53924876 0.55454275 0.4489271 0.2862877 0.47310935 0.43900251 0.42814066 0.58129097 0.45927901] [ 0.07016837] [ 0.63086086 0.65387383 0.54117168 0.37954563 0.30611732 0.42002762 0.55551604 0.61700791 0.60285625 0.43523406] [-0.09814235] [ 0.51814161 0.62360122 0.4152424 0.4959628 0.31290471 0.42448161 0.40792718 0.61640961 0.54238307 0.37495113] [-0.02880534] [ 0.4169336 0.66220887 0.39244021 0.60599177 0.38892166 0.48901972 0.35305792 0.51851773 0.50589996 0.67111405] [-0.37912619] [ 0.44124696 0.76871878 0.53452042 0.61093392 0.36059617 0.70843715 0.47409111 0.50931126 0.56629507 0.61648491] [ 0.73267201] [ 0.66092391 0.52855443 0.5602255 0.40935261 0.2777728 0.48414057 0.44223706 0.40456888 0.45366583 0.46244466] [-0.36804218] [ 0.4693605 0.66139506 0.52543635 0.71197912 0.51794116 0.64144673 0.428832 0.49464542 0.58285096 0.50319187] [ 0.30906639] [ 0.3142822 0.46766656 0.59867704 0.31331936 0.5498767 0.49681886 0.45058917 0.36045522 0.41567696 0.49826072] [-0.69944838] [ 0.7999438 0.56352071 0.58622842 0.24345259 0.27389128 0.27248511 0.57751929 0.60648981 0.61140244 0.36031557] [ 0.41412719] [ 0.18303311 0.65843363 0.34371717 0.66109133 0.48702672 0.59604044 0.2920767 0.37401745 0.35101929 0.64992316] [-0.29116496] [ 0.50831541 0.64368441 0.38917185 0.56914516 0.48849374 0.65799155 0.49464027 0.45218291 0.42992087 0.61920876] [-0.47440826] [ 0.51210009 0.51588285 0.5519452 0.48007306 0.35806353 0.371371 0.50333239 0.5138337 0.57137734 0.40442867] [-0.08571296] [ 0.62546257 0.67337468 0.47459854 0.47512944 0.32795988 0.57879421 0.45581229 0.59717802 0.60355744 0.63446112] [-0.70834374] [ 0.47519842 0.6245158 0.534078 0.57592976 0.38713959 0.4213544 0.45491462 0.64691313 0.576554 0.3694837 ] [-1.73189371] [ 0.58045362 0.38499499 0.64725938 0.28672125 0.30722764 0.31820621 0.53521765 0.57416232 0.55987488 0.21716787] [ 0.75407925] [ 0.7007471 0.6608365 0.51334628 0.32534474 0.3029623 0.3000476 0.63843445 0.6707741 0.72249489 0.32159721] [-0.52467064] [ 0.37607004 0.63195745 0.40760556 0.52781798 0.31476414 0.6108969 0.49964246 0.58561643 0.47890677 0.43199489] [ 0.03395543] [ 0.69726636 0.48942397 0.53142353 0.43473296 0.38933196 0.54143231 0.50756399 0.63018914 0.49793182 0.445958 ] [-0.60388409] [ 0.44676785 0.73389984 0.38518387 0.5244209 0.41046549 0.46219276 0.46428275 0.31719832 0.57773796 0.542083 ] [ 0.37902167] [ 0.54714092 0.52452161 0.49620866 0.28177239 0.31523168 0.45228073 0.43857506 0.72324505 0.52312092 0.31500952] [ 0.39720796] [ 0.56533 0.712616 0.53395741 0.53977497 0.39647763 0.44915212 0.4474541 0.59098032 0.73120406 0.46749074] [-0.46897259] [ 0.65265131 0.50387056 0.58403953 0.31787551 0.49159509 0.51355456 0.39437881 0.5100637 0.49203783 0.51237525] [-0.36074911] [ 0.68256337 0.61327062 0.66500414 0.25155495 0.46485318 0.45052954 0.5138126 0.72833126 0.53524456 0.46619528] [ 0.62645012] [ 0.48059743 0.61705603 0.50856729 0.57385437 0.41857207 0.51151285 0.52997361 0.75990552 0.53219535 0.38453482] [ 0.0787504] [ 0.18908106 0.35525292 0.54116112 0.52339603 0.51163421 0.69416372 0.42364275 0.4583456 0.35498658 0.43331108] [-0.47042796] [ 0.63778109 0.52057211 0.59085162 0.36038987 0.45927581 0.39871496 0.63264405 0.5723288 0.46854368 0.433101 ] [-0.24419842] [ 0.37705979 0.50501702 0.59284336 0.39984447 0.44317312 0.68906012 0.43155964 0.50343851 0.59924903 0.53753068] [-0.71365101] [ 0.77890181 0.44168817 0.57514234 0.39804908 0.31415666 0.55013983 0.44821617 0.51008913 0.53347614 0.46241198] [ 1.70065587] [ 0.61594956 0.83730908 0.42549357 0.47704137 0.32097068 0.418976 0.59343358 0.70078891 0.75114836 0.42046102] [ 0.09602531] [ 0.52648539 0.70013367 0.46071399 0.63986204 0.26145276 0.61616117 0.3555641 0.36123062 0.52017123 0.6018183 ] [-0.08385522] [ 0.56479468 0.54113502 0.57489817 0.41255007 0.46383002 0.41134638 0.64703892 0.53232379 0.55962709 0.38983406] [-0.31755738] [ 0.44111511 0.58799393 0.43092917 0.57158001 0.41379745 0.61798113 0.4980495 0.46795287 0.47761504 0.47833945] [-0.17543872] [ 0.25841597 0.53269859 0.57762793 0.40440271 0.48503221 0.64021322 0.45275888 0.36489513 0.52429509 0.53865508] [ 0.01498522] [ 0.36448442 0.74694847 0.44231494 0.66448462 0.36378377 0.61069303 0.40238179 0.58493708 0.60225593 0.49787565] [-0.15566184] [ 0.74109673 0.69173469 0.4743197 0.2909875 0.29489754 0.36409783 0.49685607 0.58155905 0.56303946 0.43230509] [-0.34626797] [ 0.21495892 0.50255975 0.56767055 0.54094405 0.41382493 0.61404851 0.42894171 0.4462221 0.45778976 0.46012065] [ 0.08391558] [ 0.4787631 0.60169727 0.49893523 0.47676315 0.41959272 0.39682578 0.48626538 0.50838793 0.48419122 0.6212579 ] [-0.50631198] [ 0.73541724 0.70039283 0.62490618 0.46191916 0.45725806 0.50781319 0.59889445 0.55771567 0.68696315 0.5187834 ] [-0.04516957] [ 0.65342847 0.45863933 0.57828152 0.35101596 0.50289398 0.522715 0.47760907 0.56779361 0.42314178 0.40390996] [-0.41372785] [ 0.59191 0.71186094 0.45623355 0.48515307 0.30327987 0.4136838 0.41518228 0.57358995 0.60597825 0.45786987] [ 1.4819232] [ 0.40080111 0.64361898 0.46281912 0.55228834 0.31617503 0.4093746 0.47495533 0.61722544 0.62724002 0.33863918] [-0.16026869] [ 0.45129136 0.47959566 0.51511248 0.39018091 0.42777348 0.55987896 0.43209059 0.56130966 0.42642052 0.4299309 ] [ 0.19349675] [ 0.29024068 0.65930882 0.37213169 0.61885298 0.40722388 0.77907284 0.31185037 0.67765676 0.56936277 0.61589519] [-0.32715331] [ 0.77350432 0.73425201 0.45047318 0.33155309 0.32223528 0.30010244 0.49238691 0.61744371 0.62040324 0.49870502] [ 0.08964986] [ 0.47322214 0.70006347 0.42758372 0.4943242 0.45792726 0.66207676 0.48471267 0.53744198 0.49603803 0.67280099] [-0.06949091] [ 0.68349539 0.43094932 0.66946176 0.38245183 0.53546755 0.48253278 0.5028832 0.590441 0.43167132 0.51427586] [-0.09891561] [ 0.35554173 0.49432184 0.57320587 0.45349385 0.46496876 0.71259045 0.40858577 0.50342438 0.47356502 0.62400921] [-0.16298683] [ 0.51520261 0.75146939 0.45616357 0.61739949 0.40449794 0.47222909 0.40939396 0.61678493 0.76332155 0.45600653] [-0.69788168] [ 0.34205942 0.5358282 0.4804801 0.52725666 0.35756265 0.47416471 0.47605153 0.75350073 0.5371043 0.32410524] [-0.49937451] [ 0.41248331 0.69066401 0.51850568 0.48485305 0.5454962 0.53520969 0.41880209 0.45319315 0.47000311 0.59234426] [ 0.39742164] [ 0.44447196 0.37109141 0.61802127 0.29254147 0.49902525 0.49265633 0.40516791 0.5316072 0.45178286 0.39537097] [ 0.11928717] [ 0.75577457 0.48153944 0.5944766 0.26566962 0.41994369 0.25908406 0.54791358 0.49965519 0.56471919 0.42341965] [-0.15815269] [ 0.34056981 0.5699222 0.59273204 0.43318536 0.37406782 0.61799585 0.48212103 0.50482849 0.549096 0.50563082] [-0.42994357] [ 0.63106239 0.59089548 0.48928529 0.57758523 0.4506556 0.40669965 0.43021445 0.56883709 0.61887107 0.44995065] [-0.09912697] [ 0.54641686 0.6500303 0.45798514 0.48196245 0.31844583 0.48903127 0.51788455 0.65060744 0.56985264 0.40606922] [ 0.06714529] [ 0.67717502 0.50949598 0.586152 0.43731932 0.39265651 0.44221935 0.43297358 0.42649037 0.53670005 0.46819049] [-0.06632265] [ 0.47288117 0.76754366 0.43874967 0.6078823 0.46480994 0.72952226 0.45123917 0.47701211 0.5015797 0.709841 ] [ 1.35248584] [ 0.83707717 0.59372564 0.6567938 0.16696957 0.35860751 0.29405564 0.69566096 0.73512135 0.64798299 0.31037819] [ 0.07955554] [ 0.35190878 0.37902763 0.6454291 0.438338 0.46898235 0.64804785 0.39650608 0.49724114 0.32725494 0.49451987] [ 0.16771825] [ 0.74106118 0.58565553 0.61334379 0.31937779 0.41434301 0.49906849 0.58669331 0.59580237 0.63093936 0.4258507 ] [-0.00757254] [ 0.26185178 0.47392382 0.4654312 0.58386618 0.4824399 0.62115454 0.3762176 0.48779442 0.50392081 0.5522568 ] [-0.36563343] [ 0.38703451 0.50551633 0.51742201 0.48979413 0.45910389 0.44077845 0.45400689 0.49451928 0.45756327 0.55533977] [-0.14177153] [ 0.55415645 0.71505712 0.4204813 0.60728776 0.26908479 0.55921609 0.50966473 0.72495757 0.58883353 0.48444352] [-1.03955768] [ 0.36648441 0.59340516 0.56919967 0.39053591 0.44017523 0.44210524 0.48704907 0.46622382 0.55769294 0.41459586] [-0.6763237] [ 0.56522321 0.48193122 0.51229512 0.48697559 0.59810501 0.61956771 0.36925175 0.54263231 0.41752869 0.49942494] [ 0.48097293] [ 0.60091782 0.61848553 0.57654282 0.37554781 0.45723921 0.49954821 0.47916382 0.46298613 0.61976752 0.55448519] [-0.26668859] [ 0.33701492 0.553553 0.50282732 0.47320758 0.42249525 0.44203593 0.52978597 0.45051644 0.57060159 0.40371586] [-0.70792787] [ 0.59121545 0.81240194 0.43974233 0.47285455 0.46598548 0.58466591 0.47153708 0.5663928 0.61589089 0.63424348] [ 0.8406043] [ 0.43506931 0.60837664 0.47319373 0.65839429 0.44889987 0.58617979 0.39520063 0.53505273 0.62847727 0.48146099] [ 0.17068425] [ 0.38569919 0.79045742 0.30006864 0.58722256 0.22799795 0.61865728 0.41583779 0.59015169 0.5839229 0.5892156 ] [-0.41576229] [ 0.5055864 0.58758644 0.50468751 0.43306691 0.26054844 0.31220925 0.5072283 0.6163718 0.53540828 0.32924002] [ 0.08566006] [ 0.27705753 0.67255875 0.39128428 0.6601704 0.40181097 0.67710776 0.38979355 0.60286062 0.56705084 0.58423811] [-0.27734631] [ 0.38331805 0.53939089 0.51875076 0.63665161 0.55420626 0.64618286 0.44147858 0.45847694 0.50905184 0.47816458] [-0.72389881] [ 0.50510216 0.52208588 0.53509142 0.53125194 0.34522249 0.5067543 0.44053619 0.57582442 0.40651575 0.37398773] [ 0.02197228] [ 0.42250666 0.76737982 0.4323908 0.73672485 0.42174456 0.65881717 0.34984212 0.55813483 0.56466346 0.72632361] [-0.25268052] [ 0.46051824 0.4224791 0.51640858 0.52940642 0.53565285 0.52484075 0.46118576 0.58364072 0.40809312 0.50577734] [ 0.11525972] [ 0.34155591 0.4556489 0.67395662 0.29010516 0.59731165 0.70820575 0.44038644 0.40901172 0.35836786 0.63008125] [-0.4268194] [ 0.43312342 0.7202238 0.46035632 0.59846325 0.44812046 0.59957148 0.48788319 0.46854907 0.50713602 0.58433404] [ 0.11468213] [ 0.20840653 0.57574605 0.42244418 0.62880639 0.40185339 0.6602769 0.36030868 0.39065149 0.49790677 0.50683334] [ 0.63735807] [ 0.83684729 0.627218 0.6393634 0.2164162 0.39721793 0.30930826 0.66217403 0.69906036 0.60588706 0.48835609] [-0.23917529] [ 0.79768487 0.40313281 0.5466434 0.41005104 0.41995234 0.24927292 0.6075658 0.62745341 0.48300723 0.48141205] [-0.21407724] [ 0.39723672 0.40701871 0.6693684 0.3160809 0.41958623 0.45213134 0.46671207 0.54438548 0.44461244 0.47981548] [ 0.2141279] [ 0.48767269 0.6731074 0.52529796 0.44172641 0.41366279 0.41907773 0.42072832 0.6088565 0.53436245 0.56897635] [ 0.00903774] [ 0.23855918 0.3702787 0.60236555 0.50130621 0.45801291 0.64332485 0.51567561 0.40498507 0.41613763 0.48599307] [-0.38721169] [ 0.39239952 0.50147155 0.46306013 0.58258382 0.35969777 0.5834015 0.49639869 0.5354889 0.43740898 0.34629894] [-0.13857102] [ 0.30618308 0.20320213 0.76675353 0.3362176 0.55866524 0.61740428 0.50811405 0.37293952 0.29499699 0.45806823] [-0.39933599] [ 0.44265629 0.52919567 0.53465422 0.48436702 0.41246637 0.63733258 0.38072607 0.53313297 0.49076947 0.5486569 ] [ 0.77680217] [ 0.60778562 0.47123507 0.59721375 0.40900135 0.30995595 0.47591244 0.5452421 0.79195054 0.43811443 0.30987937] [-0.42694992] [ 0.36089477 0.60517234 0.35487919 0.67888293 0.34270585 0.49342863 0.40502393 0.33371333 0.48503004 0.47323203] [ 0.16827201] [ 0.33464982 0.59517794 0.4768439 0.58463232 0.63548994 0.6805911 0.34200252 0.4184755 0.46013378 0.62654915] [ 0.26928715] [ 0.50998396 0.5837421 0.4524174 0.65356802 0.38460712 0.55121617 0.52097107 0.56977437 0.49369399 0.43157597] [-0.42381741] [ 0.33277079 0.5135968 0.49655059 0.53450099 0.48021069 0.65882475 0.5296902 0.42099816 0.50825998 0.45019651] [-1.32453944] [ 0.47912577 0.57696472 0.51183827 0.37175846 0.29710483 0.39532513 0.4703378 0.66622 0.51668628 0.3608753 ] [-0.68231057] [ 0.3243722 0.46339491 0.53549189 0.4373845 0.38691887 0.54845176 0.38346685 0.50554518 0.36209652 0.44374125] [-0.13313504] [ 0.39102763 0.58471643 0.50807835 0.55156619 0.50944197 0.69510918 0.48534734 0.46204382 0.44782384 0.57344063] [-0.4268194] [ 0.43312342 0.7202238 0.46035632 0.59846325 0.44812046 0.59957148 0.48788319 0.46854907 0.50713602 0.58433404] [ 0.69092497] [ 0.19418848 0.60892129 0.43064263 0.66185448 0.49311315 0.59881547 0.33982083 0.45051027 0.5215153 0.4426329 ] [ 0.10584283] [ 0.39403 0.83222716 0.37831248 0.71758272 0.45196235 0.63443423 0.436662 0.44150986 0.5320937 0.77895597] [-0.23318323] [ 0.67247477 0.5584551 0.5159802 0.38683115 0.38065946 0.25637102 0.52368587 0.62385532 0.55734595 0.42308023] [ 0.57742224] [ 0.4748229 0.63242569 0.49974613 0.48722249 0.42739306 0.61041254 0.62218522 0.63931041 0.58073045 0.45813128] [-0.65737295] [ 0.44552418 0.3094029 0.53543696 0.60476646 0.4575892 0.52258737 0.46025496 0.52228506 0.35019604 0.44729457] [-0.0117468] [ 0.61599344 0.66462679 0.45131249 0.41626197 0.31567316 0.33732799 0.41846136 0.55085081 0.51378911 0.50286997] [ 1.08505261] [ 0.28065717 0.6779184 0.37959757 0.61014976 0.40963782 0.57930738 0.38257417 0.64162508 0.56350004 0.55517949] [-0.49443665] [ 0.50615937 0.33273516 0.58483249 0.53871291 0.41368836 0.62306986 0.46885045 0.55186358 0.34704637 0.43025045] [-0.58704721] [ 0.51563039 0.37887037 0.59578237 0.52044139 0.43021802 0.62166019 0.46142005 0.50153789 0.32682887 0.45489427] [-0.06820897] [ 0.42858473 0.34021335 0.70497762 0.38912312 0.45987961 0.5670671 0.41679602 0.40039359 0.35979475 0.50671617] [ 1.55241262] [ 0.7126804 0.51324347 0.59028432 0.33113456 0.22778947 0.23534212 0.58266975 0.75741253 0.52929504 0.25044671] [-0.63826] [ 0.37680001 0.49070346 0.51171422 0.5305484 0.40591349 0.53245649 0.43095949 0.44810832 0.44565048 0.45085182] [-0.58027393] [ 0.49135353 0.66223672 0.41039259 0.65994691 0.47053412 0.44268271 0.40604569 0.56855134 0.57089843 0.53940694] [-0.38231136] [ 0.60172498 0.61072276 0.41640978 0.56461932 0.46372294 0.51253303 0.44895185 0.52004249 0.55471315 0.37164063] [-0.33368192] [ 0.47277502 0.3937189 0.60514235 0.4190447 0.50613273 0.60134677 0.44107836 0.4188602 0.42368276 0.51730307] [ 1.93620153] [ 0.70624417 0.51056423 0.47360263 0.28023982 0.33195341 0.32836543 0.51454744 0.73911915 0.53323529 0.26853105] [ 0.06470811] [ 0.31904394 0.69576249 0.47966811 0.62665232 0.37619452 0.63943741 0.45524367 0.58064204 0.43741299 0.60529638] [-0.42048896] [ 0.30781353 0.48627424 0.64063184 0.41948596 0.472192 0.5649883 0.40461211 0.39321692 0.36923276 0.50517299] [-0.4027078] [ 0.59918515 0.60475155 0.44071136 0.49800688 0.30287973 0.42895591 0.56085723 0.60995907 0.54376054 0.26377307] [ 0.6223501] [ 0.45906052 0.53667744 0.53134441 0.50866967 0.40770524 0.58920485 0.46342451 0.49815228 0.62898621 0.51595667] [-0.18421282] [ 0.75828957 0.46446034 0.54212498 0.43110659 0.28577551 0.48382581 0.41758368 0.52970972 0.55854732 0.3821801 ] [-0.32412045] [ 0.30006989 0.39790059 0.59029408 0.52273853 0.33735822 0.59898429 0.43728187 0.62695952 0.47109093 0.35372853] Progress: 47.7% ... Training loss: 0.325 ... Validation loss: 0.513[ 0.19319808] [ 0.69768875 0.45752511 0.50838279 0.39837383 0.46707608 0.34307195 0.57965272 0.49528309 0.54743428 0.27732832] [ 0.17097989] [ 0.23840336 0.35245525 0.52859171 0.4830275 0.5341467 0.48531351 0.40873433 0.4091148 0.39197851 0.31731994] [ 0.16133629] [ 0.50471355 0.81944812 0.27806932 0.6467911 0.24572845 0.55917195 0.37188619 0.47995809 0.60850936 0.68463537] [-1.17297414] [ 0.418285 0.52461665 0.52286414 0.57377636 0.40103509 0.35145324 0.42953178 0.59988148 0.59135153 0.26120838] [-0.54990868] [ 0.56057165 0.6156211 0.42942873 0.58647925 0.40431457 0.54077852 0.35410597 0.3977252 0.48989716 0.52818271] [ 1.32150599] [ 0.78227591 0.53870003 0.59862416 0.199442 0.35830758 0.30355943 0.65653527 0.72616736 0.56839029 0.31292221] [-0.67650008] [ 0.45054445 0.7309142 0.4133853 0.64958973 0.18201631 0.43674869 0.52107275 0.83862691 0.63526769 0.33737311] [-0.29790935] [ 0.44337743 0.79014932 0.44122837 0.63973223 0.32722748 0.61791425 0.38850866 0.64432161 0.66254545 0.57337501] [-0.09561458] [ 0.33694776 0.35965431 0.61627142 0.46656445 0.45149124 0.63257915 0.39810788 0.44382432 0.37566689 0.47033228] [ 1.23381333] [ 0.36430778 0.4743492 0.49935081 0.56214817 0.31258292 0.5006204 0.46649785 0.62383215 0.60092403 0.25950852] [ 0.47890743] [ 0.69380732 0.61986621 0.60938565 0.40148627 0.49669738 0.38937875 0.53475526 0.60614255 0.56265527 0.544523 ] [ 0.37918348] [ 0.2831986 0.61090691 0.56300682 0.6586642 0.57987978 0.70086296 0.36482255 0.4474173 0.46196102 0.72714732] [ 0.20567743] [ 0.31692544 0.60969725 0.35312871 0.69035825 0.5681929 0.58706333 0.43459301 0.4153668 0.30305942 0.62819249] [-0.3326785] [ 0.74926754 0.62594786 0.61739213 0.37946552 0.46773556 0.45080147 0.48071484 0.65082151 0.63965927 0.47878398] [ 0.99906605] [ 0.50545277 0.56262822 0.43860107 0.55039186 0.32338442 0.49476694 0.49564038 0.62010577 0.59956834 0.35548912] [-0.30347931] [ 0.40490507 0.58236409 0.42361385 0.525767 0.33458818 0.65568467 0.40585933 0.49281155 0.47572384 0.55672282] [ 0.09370221] [ 0.54808197 0.75258966 0.52841503 0.49632779 0.40238559 0.68384558 0.48506106 0.47522545 0.58260282 0.65070154] [ 1.82803444] [ 0.66215352 0.53103045 0.56633279 0.33069651 0.30295692 0.38912319 0.51411564 0.6058436 0.43484637 0.29526633] [ 0.72270455] [ 0.78368978 0.43771816 0.59103699 0.32125454 0.37469475 0.24621983 0.48713535 0.58913073 0.47680728 0.36610712] [ 0.02396474] [ 0.37415854 0.6179656 0.35036916 0.58180138 0.4127802 0.47508315 0.39797111 0.5541542 0.49874717 0.44532542] [ 0.02109562] [ 0.46983635 0.61089166 0.46029948 0.72764145 0.36287036 0.60091599 0.54078009 0.58408075 0.52103805 0.52888826] [-0.70832658] [ 0.86117791 0.53741019 0.55324659 0.32681365 0.29238269 0.34590412 0.50118791 0.58347461 0.53888123 0.42469226] [-0.0291793] [ 0.43411252 0.54714379 0.52368422 0.69142229 0.53101973 0.67431007 0.38869013 0.39754609 0.45772543 0.52630946] [ 0.04444639] [ 0.33905508 0.56058837 0.36989241 0.6462375 0.53964699 0.59484924 0.36459879 0.46181539 0.37948812 0.63080299] [-0.01619156] [ 0.53196678 0.46691362 0.63658014 0.36917587 0.34172944 0.53099692 0.49137265 0.59675933 0.54557736 0.35578708] [ 0.52905183] [ 0.7694964 0.49528204 0.56314658 0.36700706 0.25915947 0.27036911 0.51630423 0.61541699 0.5435534 0.42140864] [ 0.18518052] [ 0.19825403 0.42850503 0.50094564 0.6782991 0.48916445 0.67881226 0.37090231 0.46352778 0.39361595 0.53070364] [-0.23250408] [ 0.46491237 0.75633869 0.47332696 0.56284729 0.48658136 0.68101956 0.56038784 0.54787859 0.49959837 0.67028432] [-0.9311433] [ 0.45105156 0.45573374 0.55412057 0.24085736 0.39356 0.36717911 0.45820671 0.62786258 0.47232477 0.29466593] [-0.2640597] [ 0.46681112 0.66399778 0.41703018 0.67309504 0.4623708 0.56600736 0.40163132 0.58622849 0.51929731 0.46017016] [ 0.15698503] [ 0.62560284 0.49247145 0.55036481 0.43628686 0.4450536 0.29467846 0.4864387 0.46703566 0.612465 0.30542808] [-0.09558588] [ 0.2390758 0.48040202 0.53866069 0.42888594 0.45672759 0.54353562 0.50525246 0.43319033 0.53562644 0.42970513] [ 0.41467068] [ 0.52863792 0.69833021 0.50505632 0.35620963 0.35146509 0.52891786 0.54845842 0.60433585 0.50405896 0.46916151] [-0.09664237] [ 0.37795741 0.65121545 0.41844026 0.47474858 0.31413942 0.45469689 0.48427413 0.59194102 0.54381564 0.49910414] [-0.82732549] [ 0.57532679 0.65946874 0.52196764 0.57988271 0.41602325 0.65885857 0.41556815 0.59486963 0.61580593 0.53855731] [ 0.25161538] [ 0.52799727 0.62517822 0.4656511 0.56278218 0.347732 0.36894584 0.48956838 0.54226659 0.57846296 0.40738536] [ 0.26141059] [ 0.74167012 0.74426455 0.41816295 0.40825445 0.23634681 0.24855523 0.57199623 0.65259924 0.69928978 0.62671354] [-0.10618186] [ 0.45695842 0.61903563 0.43360902 0.47792424 0.40984022 0.60828558 0.36105517 0.54197643 0.49648248 0.61213053] [-0.62743926] [ 0.6123554 0.49379928 0.56416966 0.32837522 0.43564851 0.56379462 0.54435694 0.65209786 0.5548489 0.42172589] [-0.46193765] [ 0.64651093 0.58156813 0.59108191 0.33684944 0.410954 0.48647157 0.45304622 0.63983912 0.65437457 0.51032506] [-0.28384246] [ 0.57839339 0.64924769 0.50817639 0.48708261 0.46943663 0.61462971 0.46727668 0.53768273 0.5290194 0.5912082 ] [ 0.21034495] [ 0.29690513 0.64072075 0.53816585 0.51031195 0.49462302 0.58366931 0.51231594 0.39287543 0.53200813 0.57993572] [-0.36459823] [ 0.47762159 0.71785419 0.39686664 0.6522316 0.48195993 0.56222126 0.46116965 0.41213596 0.46025497 0.56780023] [ 0.42921409] [ 0.16825793 0.41608401 0.53717417 0.64074554 0.51481843 0.72637266 0.38680749 0.45567131 0.35363007 0.49341907] [-0.12952169] [ 0.52591679 0.68380159 0.48239286 0.55822743 0.45030444 0.63705467 0.45156042 0.46580637 0.42355017 0.72357403] [-0.42794458] [ 0.70635129 0.64374756 0.57504565 0.33970415 0.5341647 0.56180261 0.49821125 0.61468089 0.66716518 0.55008005] [-0.27042177] [ 0.58225328 0.47195481 0.64779975 0.45877072 0.46823374 0.48660458 0.55066159 0.56459733 0.50036817 0.37731074] [ 0.30901761] [ 0.72025881 0.62833681 0.61420251 0.29868006 0.38198291 0.4025762 0.65562899 0.6522533 0.64622561 0.37357323] [-0.124748] [ 0.3469854 0.76519501 0.39626369 0.63141039 0.35846854 0.64438174 0.42926689 0.57821314 0.5171139 0.66807846] [ 1.04290398] [ 0.47270498 0.35684018 0.62437942 0.35554661 0.51090301 0.45014989 0.43139758 0.52971933 0.56618966 0.39824412] [-0.01269396] [ 0.78773815 0.50398988 0.50322669 0.4286633 0.32893178 0.24749535 0.55582719 0.47354502 0.62099945 0.39117517] [-0.21196756] [ 0.60265689 0.72798295 0.33855143 0.47667296 0.31458996 0.38778535 0.39273535 0.56243162 0.55214951 0.54052823] [-0.23995424] [ 0.6695589 0.5733777 0.53773658 0.40111381 0.35123723 0.62651173 0.46848937 0.55545563 0.62743263 0.55507873] [-0.08389941] [ 0.30864615 0.45237881 0.62538854 0.42110155 0.40547536 0.55827943 0.43301297 0.54597726 0.44599865 0.44146417] [ 0.05718518] [ 0.61905661 0.35228838 0.54477829 0.39142989 0.35555859 0.4043525 0.55280627 0.63323498 0.51401252 0.22730453] [ 0.37416226] [ 0.42658564 0.79616136 0.35326606 0.7314245 0.24325823 0.47817594 0.4493072 0.51514348 0.63982103 0.6754918 ] [ 1.01347235] [ 0.56286654 0.45272817 0.51424401 0.36305762 0.37803623 0.41192305 0.47533985 0.47100051 0.45328551 0.39472821] [ 0.22528253] [ 0.42253658 0.63183565 0.40027283 0.71511292 0.32658346 0.60296912 0.3627428 0.4156946 0.54373349 0.56723452] [ 0.998196] [ 0.79503439 0.59209759 0.64399212 0.23320264 0.41485575 0.3320604 0.6380357 0.67779524 0.57430814 0.49191158] [-0.4880672] [ 0.64349682 0.67245081 0.55081322 0.48224474 0.32605134 0.4132779 0.48249398 0.47685627 0.66259841 0.51176792] [-0.68077952] [ 0.74684839 0.66957167 0.52049843 0.26964891 0.37971518 0.35247777 0.54346032 0.59328811 0.5893372 0.55174142] [-0.16817334] [ 0.4078621 0.50767374 0.55448573 0.46574779 0.40688459 0.40798041 0.47470496 0.45912114 0.53840998 0.43596052] [-0.34681067] [ 0.35645061 0.633598 0.39695583 0.54970072 0.32267709 0.58960326 0.39239377 0.55412 0.43789312 0.39381497] [-0.34148034] [ 0.43479868 0.52787776 0.50544438 0.48583416 0.54039585 0.56960209 0.49017181 0.40938428 0.3379513 0.55003863] [ 0.13817332] [ 0.2442427 0.54014394 0.52898955 0.6629361 0.40309741 0.58137658 0.41139863 0.44647906 0.48761167 0.54174091] [-0.27183036] [ 0.76914337 0.57791762 0.54126314 0.29214195 0.30548022 0.41954766 0.48677927 0.61318154 0.57802619 0.40248944] [ 0.58970903] [ 0.43961343 0.51095403 0.49146816 0.31720065 0.39799944 0.38564183 0.52039066 0.4561001 0.53177599 0.39490314] [-0.41435953] [ 0.64154917 0.63668535 0.59104025 0.18329987 0.40074914 0.29838186 0.5355141 0.67482671 0.65950742 0.38230905] [ 1.71475901] [ 0.85506832 0.42247764 0.67993148 0.16165253 0.37852161 0.23121562 0.65263198 0.61251155 0.59781867 0.25843465] [ 0.7100054] [ 0.23273865 0.43115629 0.60158535 0.45683672 0.62814038 0.72567653 0.32484708 0.32886551 0.29233963 0.73707298] [-0.56546818] [ 0.46419564 0.61221766 0.42693707 0.543671 0.40350385 0.46156732 0.34378783 0.51081145 0.39674937 0.62298613] [-0.23393141] [ 0.32604949 0.63762224 0.50124346 0.58166244 0.35282423 0.56716013 0.51681779 0.56915582 0.4799382 0.48601554] [ 0.14174175] [ 0.50477649 0.73736148 0.42310535 0.60740203 0.24538777 0.53289618 0.48918885 0.73642979 0.53692035 0.45468453] [ 0.51490396] [ 0.75519257 0.61404159 0.61609553 0.3250822 0.39581161 0.54784372 0.61455927 0.66295058 0.60551271 0.47987643] [-0.06229091] [ 0.56675719 0.74275369 0.36786169 0.44775511 0.38979107 0.67945849 0.49970145 0.55466733 0.50388333 0.63696084] [ 0.12351018] [ 0.49146361 0.6528618 0.39606436 0.51422941 0.3302834 0.37837256 0.48374661 0.47089419 0.632452 0.38636649] [ 0.28206676] [ 0.49059225 0.61286152 0.50622534 0.50940991 0.36855815 0.60014714 0.52258684 0.65037806 0.48930624 0.49162704] [-0.10953432] [ 0.31167398 0.64716689 0.37671296 0.38284967 0.40785807 0.62665866 0.33885282 0.43473028 0.43203455 0.48109438] [-0.24242628] [ 0.34056254 0.56618973 0.36662798 0.62986681 0.44095548 0.60379216 0.3785848 0.61850324 0.5531098 0.57215187] [ 0.77220759] [ 0.54987262 0.64107862 0.45555086 0.3569888 0.41566572 0.45915607 0.551888 0.50515042 0.51617684 0.42175248] [-0.02363493] [ 0.39341058 0.40285146 0.55813026 0.64826941 0.52876302 0.62719374 0.44506864 0.45432812 0.34530971 0.57049882] [ 0.29608585] [ 0.43061203 0.59113926 0.62281767 0.49462228 0.55145254 0.70267331 0.43312423 0.48276075 0.40820033 0.60857048] [-0.45312331] [ 0.48505341 0.26135806 0.74890093 0.37041357 0.51283546 0.5438368 0.43729217 0.43426916 0.45073237 0.36614073] [ 0.47919059] [ 0.67707343 0.5102853 0.58859559 0.28003227 0.4363057 0.29636495 0.52549919 0.53402992 0.50082542 0.49751293] [ 0.72354599] [ 0.70023376 0.25282964 0.67985594 0.2697754 0.40960865 0.29640406 0.56314307 0.6862336 0.44380769 0.22644317] [ 0.91399621] [ 0.72076966 0.56929664 0.54815873 0.36076527 0.28447314 0.36501534 0.49238476 0.74843115 0.54778538 0.37691321] [ 0.19590856] [ 0.32062282 0.70696422 0.30083672 0.71314992 0.28164188 0.48719388 0.35751244 0.43859113 0.63026369 0.47621288] [-0.29994403] [ 0.36839256 0.52888646 0.49474919 0.33955636 0.45028423 0.53309074 0.39655536 0.56741632 0.39369771 0.46804791] [ 1.5113285] [ 0.60904564 0.53571237 0.51207643 0.42252134 0.40057327 0.45108015 0.53819793 0.68758543 0.52387091 0.33559119] [ 1.07306531] [ 0.51829849 0.6321488 0.49487832 0.44791235 0.43036067 0.49833022 0.53998077 0.73372429 0.58270823 0.40006421] [-0.07656844] [ 0.60029941 0.61064407 0.46391329 0.44099489 0.355944 0.38936968 0.46395685 0.43673884 0.64992429 0.37705029] [-0.15222273] [ 0.68850489 0.68131883 0.49720499 0.24761382 0.38193415 0.33318614 0.54049866 0.55249104 0.65462526 0.45782165] [ 0.53675916] [ 0.64528752 0.66505228 0.57078755 0.44011363 0.4338176 0.61944598 0.56954429 0.59159801 0.56862305 0.59519502] [-0.19446494] [ 0.62740669 0.74359205 0.38739574 0.45341772 0.25005471 0.30231504 0.59087391 0.69386638 0.65910747 0.31884622] [-0.03119737] [ 0.2710238 0.50068713 0.53470822 0.50985169 0.52639361 0.56957478 0.41203395 0.32692541 0.35899075 0.5320281 ] [ 0.35433115] [ 0.23657311 0.67457149 0.40665751 0.64290237 0.36150199 0.63129281 0.33372664 0.52947006 0.44228989 0.56962355] [ 0.16409769] [ 0.24967952 0.5611409 0.53774761 0.71795918 0.36610991 0.72001263 0.32359678 0.37803946 0.46127602 0.49919983] [-0.44855195] [ 0.63500877 0.51442678 0.65932671 0.2867782 0.55972727 0.63501361 0.42115995 0.54351068 0.51224031 0.57100526] [-0.25574373] [ 0.82979945 0.57708563 0.51932133 0.30545166 0.28492672 0.32324226 0.50268687 0.55200494 0.62427406 0.33975331] [ 0.03147935] [ 0.64313241 0.46027783 0.59732237 0.41198713 0.53318767 0.46360605 0.52637243 0.56001111 0.4886911 0.47872873] [ 0.79212685] [ 0.69043866 0.56034757 0.53419091 0.28658362 0.29968794 0.3265431 0.50609759 0.67597088 0.56807456 0.39060374] [ 0.89864154] [ 0.67470828 0.64238691 0.52394385 0.48109384 0.23910254 0.31511772 0.54549569 0.70785269 0.58065054 0.34469983] [ 0.94391135] [ 0.64748231 0.54573254 0.56493309 0.36712347 0.35384298 0.26482814 0.48955158 0.66639605 0.48825212 0.4511155 ] [ 0.00261235] [ 0.52800628 0.58545367 0.53575216 0.53036039 0.36347414 0.42453979 0.47009288 0.60967525 0.6032758 0.4535993 ] [-0.42496632] [ 0.72917455 0.54436404 0.4991261 0.47459821 0.24507311 0.37912924 0.44236281 0.68515671 0.49646684 0.41618944] [-0.33792938] [ 0.63877578 0.71333908 0.54445891 0.50869105 0.42278994 0.39089024 0.55770912 0.63898929 0.62945964 0.45999799] [ 0.19489847] [ 0.44991458 0.71723833 0.49873473 0.63482661 0.45136082 0.6683123 0.39043317 0.53839751 0.56152151 0.6339791 ] [ 0.0313321] [ 0.24825601 0.52961361 0.47646091 0.56308191 0.43757798 0.58639865 0.39111788 0.3759958 0.49683058 0.4614405 ] [-1.11416377] [ 0.60487489 0.61346154 0.4986406 0.49457211 0.2737305 0.36193249 0.48634097 0.51094999 0.61007346 0.36706022] [-0.09687331] [ 0.313877 0.64935437 0.36242933 0.66833905 0.41422423 0.73071659 0.37991759 0.55440188 0.6246249 0.51232734] [-0.26409481] [ 0.5628993 0.69053594 0.5627294 0.51325144 0.42413486 0.51700124 0.54236236 0.49447266 0.68101112 0.49975017] [-0.31781926] [ 0.77677917 0.73417333 0.45245224 0.32926287 0.3199739 0.29466925 0.4954875 0.62187152 0.62325516 0.49295351] [-0.71322794] [ 0.75582697 0.47313912 0.57217276 0.30983505 0.38864237 0.50479954 0.44719222 0.57174315 0.53504024 0.4706112 ] [-0.18414275] [ 0.48209441 0.56845919 0.51220281 0.48715436 0.41485478 0.38264473 0.4550307 0.48884113 0.62111508 0.43852162] [-0.07042363] [ 0.69865747 0.62726499 0.52926068 0.40977511 0.25896245 0.36278524 0.51955256 0.57487931 0.55885774 0.38174752] [ 0.20947331] [ 0.23369859 0.45418294 0.5057255 0.6294644 0.50635294 0.6870392 0.39278986 0.46791563 0.4460068 0.47778607] [-0.30155096] [ 0.4680488 0.60807844 0.43403547 0.41128481 0.40410425 0.43947833 0.4444175 0.54105024 0.51603237 0.51543394] [-0.21562364] [ 0.67518793 0.55847746 0.62895278 0.30105975 0.52217875 0.47026404 0.42471438 0.61019462 0.48045324 0.52629315] [ 0.06673811] [ 0.31226633 0.59719747 0.50291745 0.58919038 0.45591499 0.78468627 0.45797341 0.55602911 0.44973893 0.57173908] [ 0.42012292] [ 0.2970796 0.43366556 0.58713776 0.52420709 0.50440115 0.79832937 0.29738824 0.43959808 0.35149893 0.66036174] [ 0.13749936] [ 0.52460865 0.41479968 0.62687402 0.31140145 0.45099116 0.50859706 0.44701533 0.60959629 0.5076528 0.40208825] [-0.28007019] [ 0.61431506 0.74410574 0.36015458 0.52126564 0.29997993 0.51401718 0.51415865 0.64462824 0.57971654 0.36788582] [ 0.03926022] [ 0.43283524 0.66112587 0.5301307 0.66007774 0.52108325 0.78101431 0.40283844 0.54364067 0.53761474 0.65143234] [ 0.58231126] [ 0.60614504 0.33910059 0.4971537 0.49042477 0.39916812 0.31787337 0.45071772 0.45036178 0.40175557 0.33007987] [-1.03827781] [ 0.37159081 0.73652639 0.28462224 0.61986319 0.34334519 0.464553 0.49559255 0.68255085 0.64823236 0.27421352] [-0.17361604] [ 0.60600985 0.48643348 0.60152801 0.40356075 0.51124227 0.57887375 0.51416738 0.53677448 0.47197631 0.516237 ] [ 0.25673033] [ 0.23473621 0.48191403 0.45216258 0.40930172 0.49824395 0.67581456 0.43823973 0.35808005 0.42300825 0.51755865] [-0.88852827] [ 0.39979256 0.38757844 0.54723717 0.49088812 0.39611019 0.54978376 0.50268571 0.64734759 0.47420392 0.25402308] Progress: 48.0% ... Training loss: 0.330 ... Validation loss: 0.507[-0.10046696] [ 0.36567939 0.50206817 0.59138893 0.42943934 0.51590852 0.54089514 0.37091679 0.40675781 0.47682507 0.46755755] [-0.43388637] [ 0.35971303 0.72357417 0.44545473 0.52527493 0.46480466 0.54492713 0.4473623 0.65281242 0.60778789 0.46323756] [-0.217911] [ 0.27910556 0.75003645 0.33167834 0.6662549 0.33933643 0.67761999 0.35090552 0.52776864 0.65254337 0.59127838] [-0.25430369] [ 0.61292928 0.64426328 0.52978869 0.53154528 0.41563283 0.51855237 0.39691473 0.71544261 0.53772073 0.47910803] [-1.64148522] [ 0.54697863 0.55796925 0.50727895 0.40328127 0.36693792 0.46115527 0.54080787 0.7935088 0.58423303 0.50022799] [-0.42350736] [ 0.47393059 0.62542737 0.42185794 0.69720817 0.58132901 0.50378099 0.42037577 0.48365466 0.37286284 0.57268116] [-0.17129158] [ 0.32698111 0.30489317 0.65862974 0.37597931 0.58343204 0.57814235 0.42617156 0.37269572 0.32474623 0.51867012] [-0.76401556] [ 0.47509759 0.55941265 0.57971073 0.45368336 0.46073488 0.57513136 0.50549203 0.51164752 0.41062432 0.4771975 ] [ 0.22817221] [ 0.67310796 0.29093613 0.69446105 0.28940502 0.46565182 0.47259374 0.56093765 0.57907547 0.39440162 0.32674754] [-0.54922385] [ 0.70868106 0.61296376 0.56816635 0.37545767 0.36604509 0.3549765 0.50074981 0.59282561 0.67483105 0.54818145] [ 0.3002807] [ 0.69024476 0.559219 0.48091321 0.43430427 0.27668452 0.39052531 0.4211929 0.53186819 0.59507547 0.35534144] [-0.3567217] [ 0.76690639 0.73704063 0.52978164 0.44759814 0.39575129 0.4336455 0.51239286 0.60167051 0.6216449 0.41713145] [ 0.05578632] [ 0.7252803 0.62440692 0.53545298 0.45192498 0.40973678 0.43036741 0.4426579 0.66476821 0.62227979 0.37790867] [ 0.90684517] [ 0.63487753 0.58167185 0.49828633 0.53009327 0.35433475 0.32569465 0.48222475 0.53358118 0.57263312 0.37350669] [ 0.16685384] [ 0.19523351 0.39537245 0.63321617 0.33863058 0.57820664 0.60193335 0.43363546 0.36498581 0.38151292 0.51725128] [-0.24539205] [ 0.30717758 0.44616934 0.59580079 0.51470556 0.5024715 0.62367002 0.42201534 0.32553863 0.48628304 0.47245678] [-0.3702998] [ 0.65226864 0.53021767 0.50821396 0.5504821 0.39530419 0.47591986 0.52171122 0.56485471 0.54510935 0.40408579] [ 0.11648566] [ 0.33230834 0.47919026 0.57065523 0.58938556 0.56350176 0.62228297 0.34431717 0.39364769 0.36463295 0.64279555] [-0.05107948] [ 0.37511797 0.61792918 0.35071198 0.58152212 0.41207917 0.47390756 0.39865206 0.55564067 0.49963142 0.44401948] [ 0.07548398] [ 0.69338369 0.63583374 0.53942943 0.5048737 0.4574994 0.36556222 0.46767322 0.57223242 0.64017022 0.34446588] [-0.03694079] [ 0.2935336 0.47626553 0.4314007 0.56231644 0.45414022 0.79532334 0.33932439 0.57968396 0.48929238 0.53062024] [ 0.00201057] [ 0.45256731 0.55732071 0.5398465 0.567045 0.29272159 0.61710715 0.40019343 0.5432866 0.60188547 0.43549483] [-0.76846858] [ 0.71692055 0.53214447 0.57288231 0.49081978 0.45382068 0.31623741 0.5722436 0.59277716 0.58863432 0.33170165] [-0.09309185] [ 0.49865352 0.64324846 0.53928172 0.43390077 0.38336799 0.48861 0.58570964 0.51059151 0.60360444 0.57555047] [ 1.19106682] [ 0.52720867 0.50146549 0.47810006 0.53575313 0.4062191 0.43389974 0.46077759 0.50421209 0.45673685 0.41826475] [-0.44036583] [ 0.33619456 0.33988218 0.67428864 0.4115 0.50939522 0.45510406 0.43098252 0.34213604 0.3596887 0.40117533] [ 0.39380842] [ 0.57907394 0.68681524 0.56232069 0.54875859 0.38059545 0.54837318 0.54414494 0.52698558 0.58593954 0.55804465] [-0.00438013] [ 0.81877931 0.47672253 0.61473189 0.32260462 0.22262975 0.22459205 0.59895398 0.70572619 0.57267104 0.23388136] [ 0.00303858] [ 0.33292677 0.53790614 0.42417889 0.60310561 0.35304177 0.62470906 0.49132838 0.60244997 0.40654164 0.50580201] [ 2.11982798] [ 0.75791993 0.48260301 0.56890435 0.42337547 0.22046846 0.32125702 0.48485881 0.70745147 0.53369041 0.27084911] [-0.21745006] [ 0.3109532 0.43924832 0.46219984 0.62280858 0.51262796 0.67588257 0.49785181 0.62056538 0.45837588 0.41643213] [ 0.84872309] [ 0.745002 0.4836337 0.62319881 0.27242256 0.37690978 0.22085299 0.54224564 0.67498215 0.47056822 0.40997022] [-1.24073099] [ 0.59566067 0.66524996 0.46600127 0.49241857 0.28158326 0.34871279 0.51856498 0.56324267 0.65527935 0.38460864] [-0.32204487] [ 0.49951197 0.72760764 0.54253394 0.52258911 0.55786448 0.67738175 0.47083454 0.42171146 0.62801465 0.64735921] [ 0.95210046] [ 0.34716438 0.69765101 0.44091642 0.59874179 0.4082512 0.66002237 0.3859522 0.64205201 0.57836657 0.50665148] [-0.341534] [ 0.46563147 0.67636688 0.40308399 0.47373471 0.43470361 0.53913254 0.40785758 0.40086687 0.57525614 0.55663937] [-0.91427529] [ 0.53084092 0.26464078 0.73587671 0.38562024 0.43225963 0.42253536 0.52942324 0.47947531 0.39637735 0.32236909] [-0.59104564] [ 0.33866534 0.36197327 0.64419207 0.38122011 0.52565104 0.56744057 0.41509793 0.38355218 0.3873313 0.40621849] [ 0.19726542] [ 0.31976857 0.63330139 0.41565616 0.72486007 0.40260633 0.65910894 0.450162 0.5056485 0.44721174 0.62634935] [-0.44153843] [ 0.70036021 0.75160394 0.455012 0.42843271 0.32331643 0.29758525 0.43248283 0.6409617 0.71179864 0.55444356] [-0.07420438] [ 0.5922167 0.48683959 0.54832065 0.35416542 0.49102868 0.4975294 0.47154509 0.5899898 0.58878737 0.36855827] [-0.69478585] [ 0.51293278 0.70398654 0.4279648 0.65716068 0.30171337 0.50274353 0.47393282 0.4421091 0.59258369 0.58087114] [-0.71510279] [ 0.59382476 0.52063136 0.52432333 0.38939561 0.34574917 0.37107098 0.65846442 0.55351337 0.62819993 0.37413407] [ 0.11678831] [ 0.34017463 0.51812506 0.45883166 0.63370521 0.42881321 0.69837978 0.41666935 0.40947066 0.42136479 0.55504637] [ 0.09329518] [ 0.21556595 0.40074328 0.56003652 0.53732378 0.49373717 0.71135388 0.4018929 0.40621604 0.36070522 0.45045348] [-0.97632629] [ 0.34458417 0.59012082 0.39872837 0.6443198 0.38414432 0.47804203 0.52289068 0.60861004 0.58121693 0.37218815] [ 0.72918892] [ 0.57807544 0.51243455 0.50627877 0.41598193 0.26630141 0.42003798 0.48652661 0.48325698 0.45512303 0.38188093] [ 0.70852068] [ 0.44674986 0.67842512 0.40483822 0.48152593 0.31367939 0.37247289 0.46111472 0.58679447 0.59118494 0.37804903] [-1.05250731] [ 0.67256731 0.32606927 0.73105904 0.27975666 0.5206308 0.40752086 0.50977136 0.50574377 0.45818081 0.5285565 ] [ 0.51222646] [ 0.23456669 0.59624153 0.53134409 0.52959734 0.56321974 0.82471324 0.36115373 0.44389779 0.49860445 0.7157858 ] [ 0.03202141] [ 0.27484857 0.53113695 0.61194443 0.55735362 0.4338055 0.66731326 0.41174836 0.43576116 0.43590805 0.50818053] [-0.20154388] [ 0.44066235 0.59451233 0.54633055 0.48158543 0.52590042 0.72450723 0.56541351 0.47785401 0.48258921 0.63267758] [-0.75242836] [ 0.49431861 0.47478894 0.52260785 0.46033783 0.44752468 0.52021857 0.38849463 0.54979718 0.34891587 0.41626907] [ 0.02051089] [ 0.25333773 0.54745061 0.46598603 0.70086427 0.35970778 0.75814408 0.37093782 0.46229274 0.40566352 0.4912562 ] [-0.66807036] [ 0.66662988 0.64363613 0.50292785 0.38265092 0.39620747 0.3734947 0.41293506 0.54338849 0.59793029 0.43616971] [ 0.21099508] [ 0.32996451 0.54294933 0.56773877 0.55162493 0.49471419 0.56964344 0.46574225 0.37696692 0.48820223 0.53612325] [ 0.69838688] [ 0.31847466 0.71184762 0.36801541 0.55864986 0.39079155 0.40642747 0.54057005 0.63063068 0.60038547 0.42445195] [-1.00715043] [ 0.55508453 0.71072489 0.55380051 0.55787376 0.4290348 0.51712297 0.45440984 0.63322445 0.54728665 0.52985553] [ 1.66757319] [ 0.7584857 0.52733617 0.56602157 0.38324274 0.40728841 0.35619887 0.55683229 0.62690961 0.48181167 0.43435404] [ 0.00045686] [ 0.57339241 0.55579107 0.66094909 0.49190504 0.51177438 0.52684797 0.48741798 0.58943837 0.58216167 0.5061712 ] [-0.03931745] [ 0.40963373 0.77731654 0.32192683 0.71122183 0.30793307 0.52730899 0.5102619 0.5605042 0.59930237 0.51896401] [-0.83998785] [ 0.56639968 0.62971325 0.48699152 0.44303902 0.53326067 0.51785304 0.55734136 0.39216256 0.46468144 0.51897058] [ 1.79607291] [ 0.81959852 0.55404946 0.64587532 0.43834161 0.38443943 0.26910726 0.56750054 0.75118767 0.58904126 0.24819631] [-0.08394143] [ 0.41692194 0.63173842 0.42469859 0.54702157 0.45104607 0.64746718 0.47425442 0.46194762 0.48851368 0.68131268] [-0.47148665] [ 0.3850012 0.5880942 0.47906019 0.58465743 0.39930082 0.6815615 0.44291056 0.60586764 0.48085411 0.45260591] [ 0.56824901] [ 0.14292077 0.52282622 0.46831902 0.66065187 0.48406403 0.73220373 0.39460186 0.29725069 0.40115317 0.59897483] [ 0.38661458] [ 0.52698922 0.63902656 0.55077296 0.54900231 0.39714638 0.40060466 0.40997299 0.61372659 0.65229683 0.54918372] [ 0.0384234] [ 0.39369814 0.71659614 0.42238035 0.69633382 0.36698943 0.63319536 0.40309643 0.37870812 0.56361009 0.7111331 ] [ 0.43646205] [ 0.22991719 0.55242119 0.53883449 0.54939378 0.51334205 0.75336582 0.33140561 0.39987228 0.40885862 0.66845991] [ 0.09478188] [ 0.41689589 0.68031658 0.40178448 0.67209111 0.28183628 0.58577195 0.34258798 0.41459521 0.55103921 0.5949727 ] [ 0.01549321] [ 0.35734275 0.59602238 0.54844275 0.42910664 0.46237328 0.62620545 0.34891794 0.42388366 0.50174134 0.5765494 ] [-0.51937988] [ 0.66117474 0.37152738 0.64919604 0.25498961 0.41194266 0.58145241 0.54849671 0.62431995 0.32280696 0.38300016] [-0.58698048] [ 0.700641 0.68256798 0.51863524 0.37005194 0.35464986 0.32578198 0.52345582 0.70809478 0.63710614 0.46389441] [-0.25219625] [ 0.6261473 0.74361641 0.38670343 0.45491952 0.25111795 0.30504517 0.58977757 0.69155842 0.65819449 0.32162694] [ 0.00167352] [ 0.23562003 0.44095936 0.63610619 0.51844253 0.48222121 0.72727779 0.45201969 0.39593561 0.45907472 0.50037234] [-0.4220294] [ 0.66820764 0.60374645 0.60650833 0.36664532 0.35413387 0.38446798 0.56828168 0.57909615 0.69274686 0.42605251] [-1.18604706] [ 0.40897425 0.53695729 0.46193329 0.46079916 0.34093361 0.32432763 0.53127612 0.56729174 0.56135992 0.31333314] [-0.23841378] [ 0.50093988 0.6413486 0.46286999 0.71980684 0.38018279 0.70783394 0.43052486 0.48671061 0.46251927 0.59185822] [-0.01258123] [ 0.33430117 0.52863287 0.41681713 0.70767844 0.47782326 0.65594886 0.39722565 0.48315854 0.31110177 0.57474405] [ 0.54477456] [ 0.75658773 0.45353697 0.70298816 0.36909412 0.55049655 0.38625265 0.43441214 0.51472896 0.49747487 0.35897534] [ 1.65444628] [ 0.6529852 0.68078194 0.48520027 0.52164567 0.25658201 0.38915644 0.42434261 0.56559027 0.70746577 0.45023734] [-0.27833991] [ 0.74821403 0.39361362 0.63775582 0.31475727 0.47597282 0.45726619 0.58996742 0.59464468 0.4019856 0.40921208] [ 0.02186157] [ 0.25242727 0.36664147 0.548859 0.66761381 0.36525227 0.74920649 0.31899697 0.41734935 0.38090873 0.43250352] [ 0.46816317] [ 0.22329377 0.4253486 0.48413481 0.39171353 0.49298248 0.51387187 0.34949473 0.43380795 0.35950469 0.38685955] [ 0.7242802] [ 0.51140688 0.43802472 0.61980209 0.38383169 0.4971381 0.53312558 0.47508136 0.5205292 0.34348238 0.5230464 ] [ 0.11243582] [ 0.50173736 0.65382262 0.36677389 0.41723994 0.36659179 0.61917562 0.50037497 0.4522801 0.57459696 0.56190186] [ 1.1744291] [ 0.61034571 0.67509823 0.48106286 0.46700107 0.43611289 0.34315005 0.45684222 0.5114916 0.66575751 0.34092473] [ 0.20761107] [ 0.35723782 0.74412789 0.39461974 0.71114496 0.32261436 0.72458818 0.40047276 0.39635268 0.5958861 0.66991841] [ 0.19500289] [ 0.26983934 0.59320317 0.47685641 0.57933948 0.50745136 0.80158135 0.39497995 0.54272436 0.52811486 0.61664939] [ 0.15078539] [ 0.3842179 0.67661589 0.40451047 0.67023821 0.45685026 0.68137291 0.43347598 0.50118535 0.5068008 0.62833122] [-0.11179447] [ 0.29068651 0.49642789 0.63498306 0.59637921 0.38305815 0.54241946 0.38771587 0.48837415 0.56465525 0.41604514] [ 0.36200033] [ 0.36884635 0.61318277 0.46874803 0.50777841 0.42264401 0.47671843 0.50834631 0.57978518 0.42748941 0.49267354] [-0.59476194] [ 0.54473864 0.62814672 0.46552852 0.5893711 0.27979324 0.56720584 0.37067686 0.40673449 0.48215571 0.52040982] [ 0.45709339] [ 0.51367156 0.71546152 0.33850427 0.57448689 0.24988991 0.50387883 0.37806953 0.47480086 0.57705719 0.47057511] [ 0.13218823] [ 0.24633749 0.56122154 0.53658008 0.71936733 0.36851722 0.72459608 0.32149135 0.37360134 0.45857529 0.50373247] [-0.49052171] [ 0.43541857 0.42294281 0.56645186 0.40641426 0.49042548 0.42000108 0.45860771 0.46883112 0.44837838 0.64881855] [-0.28867517] [ 0.60350918 0.72794532 0.33887783 0.47663024 0.31401982 0.38724522 0.39341448 0.56359842 0.55317924 0.53982938] [-0.52990058] [ 0.74373012 0.37028394 0.58689541 0.4060988 0.27469782 0.42834247 0.44350611 0.64242867 0.4825393 0.31734484] [-0.05465886] [ 0.41023471 0.62585452 0.41853021 0.49170787 0.484154 0.69003002 0.29741527 0.50000329 0.42534665 0.68375392] [-0.09661521] [ 0.37439649 0.4754123 0.57635374 0.57258435 0.59516753 0.51918389 0.34069927 0.46074566 0.47243821 0.56924227] [-0.75485375] [ 0.58333442 0.60029253 0.57855202 0.56821714 0.50895503 0.61483929 0.47719862 0.54174066 0.53249256 0.51100591] [ 0.81785416] [ 0.70154382 0.62122981 0.49730407 0.40816373 0.27060342 0.29420844 0.44545112 0.44330209 0.62735697 0.33942365] [ 0.23897484] [ 0.41245281 0.38947176 0.50956887 0.49628584 0.3161465 0.49453504 0.45532815 0.57204618 0.45661084 0.35898667] [ 0.35978668] [ 0.6505505 0.45028228 0.60927117 0.32569656 0.47023247 0.44127665 0.5256994 0.47727626 0.45003427 0.42367929] [-0.62660949] [ 0.72656155 0.62357056 0.6045884 0.32378991 0.43023275 0.48294897 0.55605017 0.51979659 0.69767178 0.5491193 ] [-0.49771711] [ 0.39133454 0.51559844 0.50383541 0.2939117 0.44251692 0.46168339 0.41563852 0.42975939 0.4867093 0.43116829] [-1.30297187] [ 0.5564801 0.7643847 0.41337484 0.44735037 0.31675469 0.31878821 0.50979006 0.64451124 0.70289966 0.41686188] [-1.69108327] [ 0.70808049 0.68595454 0.46011762 0.49056431 0.2186677 0.26112349 0.5078934 0.5797949 0.68752166 0.28255349] [-0.28739773] [ 0.42553999 0.59601553 0.5015354 0.53280271 0.3975305 0.53288538 0.52921628 0.58609874 0.572289 0.42193392] [ 1.45048715] [ 0.76086047 0.41550865 0.61080062 0.41243665 0.37315038 0.44130293 0.50669841 0.56326976 0.49207271 0.34596594] [-0.56052028] [ 0.5331439 0.73861014 0.42812389 0.68687178 0.51092837 0.61099977 0.34506675 0.55267276 0.55828048 0.5760329 ] [ 0.3716159] [ 0.28225396 0.6357794 0.47945935 0.6826653 0.48483625 0.70607857 0.3754811 0.38157689 0.57964557 0.59241272] [ 0.34233337] [ 0.23781335 0.40541713 0.50524097 0.46075931 0.50662254 0.66937023 0.39243915 0.3359051 0.35313391 0.57843999] [-0.47034594] [ 0.37058189 0.64191119 0.46455777 0.60893022 0.32242586 0.67385268 0.43772231 0.58434306 0.45601534 0.52735077] [-0.99061977] [ 0.42229305 0.31754239 0.62314411 0.32508897 0.40627713 0.36687988 0.4486552 0.65152951 0.35649017 0.24418656] [ 0.88392823] [ 0.4035891 0.77936666 0.38322931 0.67307324 0.27760969 0.56564617 0.46364093 0.68460392 0.58339687 0.5012967 ] [ 0.05108611] [ 0.69103876 0.63334166 0.57667059 0.42986812 0.49586044 0.33068648 0.55002846 0.65878169 0.58916854 0.47041273] [ 0.11695261] [ 0.60202224 0.69147999 0.49429887 0.45937656 0.34400033 0.42239775 0.40304317 0.61088222 0.65963015 0.4611899 ] [ 0.86496464] [ 0.68828164 0.56680338 0.55706976 0.31694107 0.43459673 0.30512777 0.54802369 0.61080365 0.65945514 0.30630822] [-0.47583921] [ 0.33801734 0.44002557 0.70297347 0.3990023 0.43969064 0.63398141 0.42523525 0.36736328 0.38062945 0.4383176 ] [-0.97324919] [ 0.65715063 0.6290892 0.53846718 0.6249603 0.38573988 0.63887789 0.37184318 0.61391241 0.50132438 0.50625499] [ 0.78270771] [ 0.62618894 0.77122033 0.40875737 0.51838615 0.21860923 0.38967578 0.47794171 0.59506866 0.72043668 0.43522902] [ 1.00594466] [ 0.33547006 0.56447887 0.46625248 0.45552542 0.38227385 0.42927359 0.44320098 0.51825119 0.46314441 0.48508145] [-0.66059842] [ 0.71593473 0.61442533 0.52630468 0.45922237 0.28488724 0.55305136 0.42814678 0.58668004 0.65042125 0.54926723] [ 0.37797853] [ 0.74933574 0.64446944 0.55194951 0.23071824 0.37136929 0.40673931 0.62977511 0.69538388 0.57292448 0.45958851] [ 0.69470406] [ 0.62574958 0.62535304 0.5005463 0.51590739 0.30657392 0.33044155 0.52611233 0.54384656 0.5628927 0.38507497] [ 0.27087292] [ 0.20763924 0.44379084 0.48391196 0.64071742 0.47284599 0.69920042 0.34392416 0.33570913 0.3609803 0.4969182 ] [-0.36243244] [ 0.58818841 0.49183664 0.61603734 0.34521535 0.44062209 0.46629663 0.51582273 0.51539698 0.49105445 0.43587691] Progress: 48.3% ... Training loss: 0.325 ... Validation loss: 0.507[-0.56861949] [ 0.78253249 0.50855166 0.5747326 0.29110989 0.37101282 0.51311941 0.55473004 0.63819135 0.43156523 0.41051688] [ 0.0720314] [ 0.71502556 0.68539053 0.45384291 0.30744498 0.39387865 0.47383135 0.54281765 0.46755696 0.61157615 0.46985944] [-0.53066976] [ 0.46123694 0.4991993 0.54327213 0.47263687 0.37238473 0.48904762 0.38546326 0.40717138 0.51228626 0.45085307] [-0.19394434] [ 0.69804848 0.67329434 0.49578471 0.38190468 0.32803041 0.37751747 0.49404395 0.52227973 0.63951093 0.40300365] [-0.27481852] [ 0.58254456 0.62680703 0.5424734 0.49328954 0.4639042 0.48654742 0.39910764 0.5388031 0.64995545 0.45291052] [ 1.79318401] [ 0.72789609 0.50715404 0.57970145 0.33427164 0.37335138 0.42327017 0.56655045 0.59402684 0.44154688 0.3798154 ] [-0.20605294] [ 0.61975113 0.4786626 0.55360607 0.34006335 0.4488087 0.68704424 0.41598258 0.66771319 0.5732334 0.48002787] [ 0.10679794] [ 0.27882829 0.47662383 0.55012602 0.44107633 0.52888393 0.68283521 0.39318565 0.49508567 0.45405213 0.63289887] [-0.29534229] [ 0.77205592 0.60370611 0.53543423 0.3628259 0.3308178 0.27855982 0.53064471 0.57218153 0.53971395 0.40146978] [-0.49008123] [ 0.56328582 0.4782076 0.66490042 0.2538519 0.43626568 0.47420255 0.52439637 0.62150378 0.46035789 0.42154417] [ 0.13265968] [ 0.49835394 0.4286917 0.57436159 0.45931288 0.48228041 0.38300632 0.54970076 0.39432021 0.51536302 0.32891949] [-0.00779055] [ 0.7165616 0.68955367 0.51172942 0.29494959 0.28309467 0.47330236 0.5527211 0.48566266 0.58062105 0.52284092] [ 0.28317704] [ 0.35713692 0.53397488 0.3994771 0.55540545 0.32333519 0.58616206 0.3752779 0.63363181 0.45444927 0.35099915] [-0.01580385] [ 0.4591707 0.79275106 0.41194059 0.63446259 0.41925503 0.60577025 0.46025326 0.53466356 0.65090377 0.5693017 ] [ 0.13694962] [ 0.16751846 0.65105732 0.45991371 0.68144288 0.48336804 0.65557696 0.394268 0.45160956 0.55775595 0.55300836] [ 0.30659612] [ 0.34973086 0.83846957 0.36691913 0.72967311 0.49042937 0.69354247 0.3635021 0.44748785 0.53118781 0.74085767] [-1.0757479] [ 0.7490677 0.35355576 0.62735177 0.35180636 0.50472522 0.40631254 0.58388811 0.57753717 0.4818253 0.4976219 ] [-0.21437423] [ 0.61488975 0.62944074 0.51787723 0.38841874 0.37154425 0.57878222 0.53390975 0.616263 0.55796958 0.47597215] [ 0.13903142] [ 0.49930279 0.2899723 0.66353657 0.40276934 0.55278255 0.62488122 0.40483169 0.59524402 0.49124632 0.41763512] [-0.25984909] [ 0.30027405 0.73305417 0.47956857 0.62762046 0.32836204 0.69281291 0.43734318 0.5451691 0.48033168 0.53214717] [-0.25853906] [ 0.39985568 0.69667575 0.56924486 0.58953889 0.49492617 0.6698394 0.42126258 0.51757112 0.50315057 0.60433072] [ 0.54634324] [ 0.34303597 0.55621635 0.4914841 0.40416075 0.40931083 0.56689409 0.39334351 0.55175572 0.38523205 0.43863894] [ 1.41981556] [ 0.57101972 0.55908495 0.55578369 0.37204444 0.31269335 0.32443421 0.44118921 0.5720613 0.45259833 0.39907447] [-0.35947977] [ 0.4784813 0.46730714 0.58690532 0.4325575 0.45383609 0.51305156 0.53680146 0.55485933 0.45456055 0.45414988] [-0.56596861] [ 0.52281192 0.33649402 0.68013314 0.30766285 0.50750038 0.4428309 0.52342593 0.53284478 0.44540742 0.41698739] [ 1.65279669] [ 0.77361905 0.58565687 0.53956183 0.22060447 0.28715021 0.22652165 0.53900708 0.70246822 0.60980569 0.30152932] [-0.36517454] [ 0.56256394 0.62713577 0.56017571 0.56479767 0.43334087 0.56733585 0.38300436 0.51068917 0.51604779 0.49789086] [-0.20690575] [ 0.50001355 0.54916193 0.5333823 0.5354379 0.41482359 0.60109383 0.3233849 0.61800351 0.58410346 0.48150936] [-1.01888694] [ 0.79329396 0.71115492 0.50958964 0.31629512 0.28464449 0.40805831 0.59234716 0.61581779 0.76118433 0.44596927] [ 0.49859715] [ 0.69025092 0.63651293 0.5309429 0.39757233 0.22108538 0.32540967 0.55678489 0.74213562 0.55215586 0.38246273] [ 0.10593398] [ 0.28888841 0.59235474 0.42362858 0.69223674 0.39382165 0.6564902 0.41930098 0.3233081 0.5537206 0.55621339] [-0.2163134] [ 0.46413328 0.4531417 0.62298493 0.27622217 0.53313713 0.63620722 0.45249792 0.63774132 0.57631161 0.51608098] [-0.64820541] [ 0.45877292 0.43737959 0.60573643 0.4218315 0.48671718 0.58753929 0.52425125 0.48832545 0.39501216 0.56610211] [ 0.44947975] [ 0.20643714 0.66492795 0.38722839 0.61748177 0.39023167 0.70843408 0.33734178 0.42299081 0.48401455 0.60395696] [ 0.1991348] [ 0.52753559 0.6228616 0.4555683 0.56358348 0.32773837 0.31115939 0.47012601 0.58688404 0.54075032 0.50474984] [ 0.55162711] [ 0.20143346 0.59479722 0.36536039 0.6238083 0.41641069 0.66704268 0.33206505 0.41604816 0.41491569 0.78204051] [-0.20377813] [ 0.48504248 0.43081341 0.63309621 0.47610726 0.45632664 0.48892431 0.42194823 0.48154894 0.5546139 0.39966264] [ 0.70165714] [ 0.63435565 0.65065582 0.48308433 0.43352155 0.35721608 0.37275766 0.44488092 0.57176147 0.56072478 0.54741189] [-0.62556742] [ 0.52970334 0.57214081 0.49948659 0.33676827 0.43325541 0.53833461 0.54532598 0.66307889 0.46905273 0.44267037] [ 0.33764682] [ 0.3430269 0.44916716 0.67393147 0.38098729 0.55509717 0.58526893 0.44179974 0.38197399 0.45617088 0.55285859] [-0.26051608] [ 0.33241811 0.70735953 0.37396121 0.57420569 0.39544638 0.63276734 0.41920373 0.50662635 0.60811351 0.48816797] [ 0.97693961] [ 0.77763786 0.50958635 0.63352723 0.46074983 0.40730415 0.42003972 0.44703972 0.58623337 0.58090307 0.35437895] [-0.1196646] [ 0.29091842 0.65118202 0.51298942 0.52133609 0.47786228 0.64021557 0.42640686 0.33031537 0.59240117 0.55172188] [-0.05454386] [ 0.35926893 0.6490519 0.36631987 0.63621112 0.3619678 0.53455992 0.44049696 0.61973494 0.51493857 0.47492187] [ 0.13594612] [ 0.25844972 0.54283261 0.41897865 0.66123107 0.4512754 0.75552109 0.35130919 0.50512766 0.3936068 0.54119597] [-0.71065598] [ 0.66078489 0.64195447 0.5313685 0.40282142 0.47614063 0.43088506 0.43486657 0.4627363 0.6025171 0.49476252] [-0.00545064] [ 0.40963326 0.47118506 0.47855676 0.53946796 0.4380811 0.6353151 0.38064153 0.54753293 0.4004004 0.47195727] [-0.40458391] [ 0.46250896 0.66445786 0.44141362 0.58030298 0.35422546 0.64290156 0.4712877 0.58103005 0.5284606 0.5443232 ] [ 1.84718605] [ 0.75321734 0.57916656 0.52929225 0.36365457 0.22209149 0.22422406 0.550331 0.71198946 0.6176024 0.24436178] [-0.0719647] [ 0.74374499 0.42501406 0.6505042 0.26029061 0.44687902 0.32617618 0.63297087 0.60623294 0.48365226 0.3162129 ] [ 1.30309746] [ 0.79214943 0.66838929 0.60691796 0.25031325 0.38710991 0.31674826 0.64208989 0.67276206 0.67272118 0.32579966] [ 1.6386077] [ 0.71222613 0.70443335 0.49407101 0.502038 0.23764214 0.29527216 0.60377371 0.80398958 0.63955153 0.23072693] [ 0.2000002] [ 0.23608594 0.67028126 0.36493573 0.57286277 0.37578632 0.77242577 0.28702899 0.52254053 0.47048403 0.58325587] [-0.12149487] [ 0.30773744 0.43910426 0.55744873 0.43897911 0.54981081 0.63222799 0.3692661 0.41822364 0.36481875 0.54351379] [-0.26610284] [ 0.49433675 0.34864379 0.67020328 0.4013607 0.3899371 0.49383283 0.47232472 0.53553224 0.42949926 0.40293072] [ 0.19913639] [ 0.63589286 0.60172283 0.50907262 0.33526983 0.38417769 0.32277551 0.47363081 0.52628852 0.59992411 0.4253259 ] [-0.51554272] [ 0.52561934 0.58289947 0.59032388 0.55584125 0.45130575 0.57533347 0.41379872 0.47061841 0.55914234 0.49012722] [-0.891777] [ 0.31322487 0.56602262 0.54120995 0.55148781 0.3304345 0.44979883 0.45843938 0.58468338 0.60422437 0.31439528] [ 0.16071545] [ 0.35042108 0.52298672 0.55114417 0.49471399 0.45198101 0.47080055 0.44974188 0.43164988 0.57870498 0.40605846] [ 1.25998831] [ 0.62768725 0.55569693 0.63434697 0.41133157 0.50516482 0.47407278 0.4878938 0.52663711 0.55827801 0.42807763] [-0.5883851] [ 0.67916182 0.77551823 0.42837067 0.34391989 0.31859398 0.32943256 0.47576889 0.65453767 0.63026516 0.49878702] [ 1.18340362] [ 0.64289161 0.52679363 0.57199956 0.35482188 0.33823795 0.29739234 0.54568936 0.55136571 0.5429083 0.30279373] [ 0.0150589] [ 0.32207109 0.71277479 0.36451828 0.58579908 0.42205763 0.65640996 0.32260506 0.50973413 0.50807639 0.68405333] [-0.12424781] [ 0.52924326 0.67017512 0.45809924 0.64367459 0.32659927 0.64829545 0.44621998 0.66527558 0.61827218 0.60459085] [-0.77039732] [ 0.58485952 0.46968261 0.57976287 0.48605552 0.5253783 0.61399919 0.40483449 0.48652865 0.41936321 0.44864495] [-0.26722204] [ 0.51993024 0.76198526 0.37847066 0.59361374 0.35303894 0.5751342 0.42415635 0.3443916 0.50509231 0.6784702 ] [ 1.10971346] [ 0.66095749 0.7068917 0.4364376 0.45321938 0.24920878 0.38722977 0.54148322 0.76003585 0.63851312 0.37593192] [-0.77773857] [ 0.503106 0.72607209 0.39962628 0.63649732 0.30876358 0.45240597 0.33703717 0.50355614 0.52639828 0.59973408] [-0.13227682] [ 0.56293583 0.58512579 0.54152639 0.34279052 0.48530066 0.52326826 0.52327483 0.60084441 0.52423447 0.45743498] [-0.25872687] [ 0.40489394 0.50829302 0.56912935 0.53723877 0.51025652 0.63369033 0.51672465 0.50570614 0.39171566 0.58561115] [-0.29574301] [ 0.69028557 0.61151553 0.58312102 0.37960399 0.36324613 0.36010256 0.65185576 0.70104197 0.62438008 0.34580267] [-0.3618408] [ 0.49021763 0.58662686 0.41743673 0.55345597 0.39501571 0.49456562 0.41076571 0.44267875 0.63014902 0.43880133] [-0.95475655] [ 0.37126828 0.53992022 0.54647468 0.44265328 0.40663986 0.45984852 0.51510525 0.59266401 0.47580988 0.32944638] [-0.35543093] [ 0.37871727 0.34722208 0.68565708 0.35625725 0.47749899 0.72065928 0.43217103 0.398679 0.42967428 0.49263881] [-0.8794099] [ 0.27708658 0.59430318 0.43980479 0.4714327 0.35029514 0.49809067 0.38882951 0.49912799 0.52094208 0.39055132] [-0.27252364] [ 0.4847499 0.61919183 0.50697423 0.62705038 0.49828408 0.47216604 0.37149522 0.51474854 0.63736758 0.387112 ] [ 0.34459483] [ 0.48365955 0.66298191 0.4803521 0.58742135 0.40191075 0.54707704 0.53152857 0.5587175 0.53245286 0.57674395] [ 1.13607057] [ 0.47632497 0.65739162 0.48358717 0.5562411 0.32752152 0.40593226 0.47645383 0.68220817 0.45462892 0.43211504] [ 0.482405] [ 0.56948176 0.4502484 0.65198056 0.33777811 0.33766456 0.38417767 0.51819189 0.60078555 0.56715054 0.27027066] [ 0.00210985] [ 0.60923218 0.71196598 0.4492608 0.33991496 0.34487749 0.36884867 0.49739265 0.56571464 0.67126303 0.47349596] [ 0.18049502] [ 0.29339594 0.5440291 0.43048769 0.67370134 0.5749368 0.68063847 0.47692699 0.46806921 0.37477314 0.59172667] [-0.20748915] [ 0.71148387 0.78355606 0.50187079 0.45951049 0.4045098 0.47493112 0.49115815 0.61058584 0.5901623 0.64211069] [ 0.60760759] [ 0.79091192 0.54000101 0.5991788 0.30949192 0.43108001 0.34145713 0.64923177 0.60089481 0.56484176 0.32395038] [-0.17691027] [ 0.64721733 0.61908531 0.68104604 0.31148218 0.51052118 0.53287735 0.61679257 0.5496765 0.61978557 0.54697603] [-1.00005476] [ 0.66532696 0.61833499 0.54489614 0.4644418 0.3216881 0.44380108 0.484848 0.58844762 0.63139907 0.48976157] [ 0.25699246] [ 0.40675363 0.4439402 0.62119598 0.51414644 0.49074714 0.60506959 0.49182275 0.53220847 0.46095521 0.52022187] [-0.11298326] [ 0.44237811 0.5216653 0.50467031 0.4741644 0.27892235 0.31842675 0.5082565 0.64991911 0.51099544 0.31718468] [ 0.04820343] [ 0.30030136 0.70086507 0.43946938 0.66105056 0.39093479 0.6720952 0.38589929 0.50420813 0.41240358 0.66531866] [ 0.38444245] [ 0.48419898 0.79660893 0.42205432 0.55846582 0.33282476 0.48102242 0.5524121 0.54321858 0.6721444 0.71120695] [-0.04146987] [ 0.31496956 0.64061516 0.43091552 0.49284343 0.34056976 0.4817663 0.56208113 0.50846843 0.55144356 0.51396695] [-0.0598549] [ 0.37880111 0.68062133 0.5057716 0.3865841 0.50186056 0.45318479 0.45124655 0.59470928 0.58323902 0.48861408] [-0.257714] [ 0.49834104 0.44570674 0.51237501 0.31158507 0.50024042 0.64622874 0.43050125 0.57991623 0.43417056 0.46859184] [ 0.05177039] [ 0.3663531 0.790244 0.40536003 0.62776859 0.45157732 0.76449358 0.41893936 0.5563849 0.57272549 0.73218049] [-0.77554039] [ 0.67614345 0.55844518 0.56367032 0.3855233 0.4064034 0.36950421 0.43824531 0.58165001 0.58078111 0.5892978 ] [ 0.03924936] [ 0.60150658 0.60421236 0.52668474 0.46951158 0.29928321 0.43882858 0.42362476 0.48610581 0.51123082 0.51237891] [-0.59203759] [ 0.57055696 0.51035813 0.53377103 0.14628255 0.60906269 0.59022284 0.53598399 0.40051525 0.45311361 0.57338288] [ 0.27540272] [ 0.27063582 0.71518029 0.27144363 0.52563676 0.38700093 0.61827084 0.36705673 0.45644634 0.47113886 0.77002528] [-1.15754005] [ 0.54613078 0.7388391 0.55021794 0.4846472 0.3620432 0.49769035 0.48902791 0.57143923 0.56317616 0.47051273] [ 0.03024157] [ 0.2777089 0.59453557 0.47546812 0.4959216 0.47298874 0.78534517 0.38734761 0.522383 0.56285398 0.62968857] [ 0.53747348] [ 0.45958905 0.6317456 0.45500263 0.6867362 0.30219549 0.52644624 0.47671088 0.44243477 0.56896333 0.52087227] [ 1.59932441] [ 0.5090404 0.76151182 0.39536538 0.58404744 0.33200852 0.36416205 0.49308674 0.70643261 0.73513283 0.33615222] [ 0.12353028] [ 0.30856939 0.45165862 0.58706044 0.43806539 0.54625459 0.54695117 0.47136066 0.35674229 0.41012883 0.43845849] [-0.13908003] [ 0.40892327 0.4060421 0.5531481 0.4201182 0.52175472 0.6604177 0.47138926 0.43944285 0.42238147 0.47895846] [-0.90752505] [ 0.49190628 0.72799888 0.37709634 0.49439225 0.39579231 0.4652957 0.53962502 0.40556481 0.61524288 0.5333353 ] [-0.11610074] [ 0.51311792 0.53944155 0.57182667 0.28532963 0.43608344 0.60022112 0.40679294 0.55767072 0.47237234 0.50547414] [-0.47653956] [ 0.53154179 0.43821648 0.55882195 0.38142642 0.4993999 0.53500547 0.52344078 0.5461456 0.40157617 0.47352438] [ 1.18045554] [ 0.82223602 0.60577424 0.55078424 0.38157914 0.23295263 0.18581828 0.55419063 0.68195796 0.59124775 0.34234705] [-0.06372141] [ 0.5650709 0.71605132 0.44538286 0.55569662 0.40095441 0.54779176 0.43847917 0.58325885 0.5931883 0.51645126] [-0.34280326] [ 0.55129027 0.68010875 0.52507946 0.53131259 0.33241532 0.41847779 0.40493943 0.5206074 0.64269775 0.50434543] [ 0.36573586] [ 0.50693337 0.75405116 0.42091768 0.58727792 0.35932308 0.48528852 0.43102722 0.56469607 0.65441598 0.41729699] [ 0.22438625] [ 0.57317644 0.69481944 0.50826923 0.64760851 0.47025782 0.41897799 0.4658298 0.551162 0.71246212 0.38260291] [-0.51713623] [ 0.40862297 0.62827891 0.45450078 0.58401365 0.2847759 0.58938257 0.42374371 0.4168855 0.61567376 0.51788157] [ 0.16038808] [ 0.440696 0.64156914 0.33643836 0.64512975 0.34591371 0.69227144 0.39518046 0.52194513 0.500117 0.58159317] [-0.86255976] [ 0.57476213 0.7515644 0.42998413 0.47266495 0.29248446 0.54980187 0.46712136 0.41090765 0.66830726 0.57604173] [ 0.05420755] [ 0.39212136 0.54559217 0.4995039 0.50463649 0.39108521 0.64363849 0.40681616 0.42973487 0.48117852 0.43299596] [-0.46575913] [ 0.50265876 0.3518869 0.68728391 0.31709509 0.43627769 0.55841857 0.43896301 0.57480212 0.38614007 0.41326953] [-0.13468951] [ 0.52149467 0.52545297 0.47249929 0.66127349 0.2944487 0.51672687 0.35102582 0.45259249 0.53347601 0.56969882] [-0.23874475] [ 0.45926452 0.50370843 0.54236925 0.51339928 0.3277703 0.45769446 0.5995227 0.68310187 0.47781654 0.33411746] [ 0.24384659] [ 0.3900534 0.46837549 0.56863835 0.44431661 0.48525442 0.56017623 0.41678023 0.53532874 0.61252042 0.52391131] [-0.90019008] [ 0.53726031 0.55659901 0.50783101 0.47715714 0.33970059 0.42375374 0.41936676 0.50480318 0.42791303 0.54362881] [ 1.1430902] [ 0.533368 0.65235875 0.47862068 0.52770213 0.31293568 0.35692048 0.47798716 0.69977099 0.46652946 0.41252831] [ 0.19480062] [ 0.56123383 0.59070901 0.49035399 0.50873837 0.41021511 0.31707409 0.46093374 0.48158287 0.66076844 0.3348493 ] [ 0.91079199] [ 0.84124012 0.70236165 0.62636571 0.20439277 0.40878399 0.35723778 0.69211822 0.66917744 0.68752571 0.41239095] [-0.47478058] [ 0.52583127 0.73601737 0.3781824 0.6712434 0.25440574 0.49283048 0.36381832 0.46824787 0.58707387 0.61026942] [ 0.09349373] [ 0.22260327 0.57779506 0.5449021 0.62406269 0.35111352 0.73256783 0.35227257 0.42080865 0.46516858 0.54050989] [-0.57667136] [ 0.6216353 0.57677423 0.50524628 0.5187954 0.42276675 0.38903067 0.45948585 0.56923812 0.50720119 0.43329027] [ 0.10852402] [ 0.35714836 0.55741914 0.51617346 0.61522119 0.48202198 0.57004313 0.52838805 0.55385428 0.53978384 0.49994313] [ 0.27408543] [ 0.20217512 0.37932905 0.55423184 0.54093589 0.40638544 0.5133512 0.35024311 0.34666841 0.48368785 0.30836371] Progress: 48.6% ... Training loss: 0.325 ... Validation loss: 0.504[ 0.10152299] [ 0.7343479 0.66104673 0.52545435 0.4365938 0.40756877 0.42601899 0.45288737 0.66712202 0.64446673 0.39068038] [ 0.70365641] [ 0.32589149 0.55784666 0.55507003 0.49081873 0.3991196 0.5332587 0.40658607 0.50025864 0.42967285 0.45335742] [ 0.34371757] [ 0.27301061 0.27148784 0.67959504 0.43161227 0.64260106 0.61562507 0.37662962 0.20660465 0.20397872 0.55502716] [-0.60159553] [ 0.39425215 0.35731174 0.63539924 0.51290458 0.38956802 0.57137145 0.38761017 0.44427407 0.40567876 0.40716293] [ 0.54674706] [ 0.17418848 0.66558466 0.40786746 0.56640882 0.39669332 0.71539619 0.31168624 0.37788293 0.5234408 0.56321422] [-0.22543695] [ 0.67805961 0.45359094 0.58824539 0.39921073 0.48941502 0.35828682 0.49347771 0.53640196 0.43672276 0.39922838] [-0.8276768] [ 0.3751534 0.621169 0.36050779 0.67551478 0.32384894 0.39765095 0.41679427 0.43103903 0.46165579 0.43017227] [-0.13920471] [ 0.39470408 0.40614283 0.59774193 0.37249422 0.5196379 0.61168844 0.48974692 0.58689829 0.46532429 0.47996584] [-0.34124189] [ 0.71076903 0.69153931 0.45268637 0.41395767 0.27717799 0.40390544 0.49462918 0.49329651 0.65394231 0.47960528] [-0.2840977] [ 0.56552729 0.68814274 0.37283542 0.53789046 0.24312678 0.49771952 0.37017423 0.43095235 0.54998239 0.45186349] [ 0.61939595] [ 0.33528332 0.7321764 0.30359634 0.49135121 0.30456315 0.47815957 0.47547986 0.57670256 0.66099531 0.39541398] [-0.27804423] [ 0.30978742 0.65180608 0.37021331 0.60573104 0.47904879 0.67502429 0.41182021 0.68547372 0.54436229 0.48769856] [ 0.0415755] [ 0.38654437 0.68635786 0.31973437 0.6995062 0.2975222 0.5440591 0.36762181 0.45840871 0.5403573 0.46837112] [ 0.49611872] [ 0.83253824 0.63513273 0.63973514 0.34236884 0.36259907 0.23513565 0.59600948 0.78101025 0.63028479 0.28181915] [ 0.09596072] [ 0.5221485 0.5600323 0.47679512 0.43928659 0.28899744 0.32461874 0.52553088 0.68973504 0.59226874 0.32335351] [ 0.18608621] [ 0.57154626 0.65239472 0.51896781 0.60750817 0.35167894 0.43778483 0.49295945 0.63555505 0.62905332 0.43080603] [-0.01509699] [ 0.57546767 0.65142676 0.56608921 0.53804463 0.45297944 0.52839429 0.52993809 0.60216819 0.58142978 0.54928649] [-0.65573412] [ 0.58005422 0.57586194 0.48461533 0.41674509 0.52949085 0.61472576 0.44999925 0.52645589 0.38691804 0.59518662] [ 1.11533541] [ 0.60553031 0.66991908 0.53742305 0.54424378 0.40827672 0.40018572 0.43811048 0.69261007 0.57693297 0.44258494] [ 0.50203505] [ 0.44483309 0.70798911 0.34678276 0.5858232 0.23866646 0.3765066 0.52260703 0.64797012 0.66094942 0.36430918] [ 0.5227572] [ 0.17513542 0.63237993 0.46220709 0.66879037 0.51500374 0.76646614 0.4218128 0.37903512 0.42607501 0.55931464] [-0.56344701] [ 0.40705441 0.55256784 0.41815894 0.51029392 0.31590392 0.65256022 0.42755565 0.58850474 0.37620395 0.47935219] [ 0.30075121] [ 0.37614038 0.67782884 0.56066956 0.6126648 0.45872843 0.70798204 0.43490261 0.55830199 0.50814142 0.59695908] [-0.33132952] [ 0.50761173 0.53547315 0.5089565 0.49064221 0.42292844 0.58126 0.54099919 0.52025891 0.43589226 0.4282108 ] [-0.64227084] [ 0.62309288 0.35147195 0.71810669 0.29921958 0.58476967 0.3314529 0.44024891 0.59505771 0.34197388 0.47717357] [-0.41121415] [ 0.5921024 0.47260293 0.65812299 0.24985433 0.44908984 0.50455164 0.49290387 0.69479665 0.4899965 0.46144684] [-0.60255287] [ 0.44029678 0.71750323 0.42160339 0.62203984 0.28680563 0.47443127 0.36105186 0.4883945 0.47472195 0.60635975] [-0.12868638] [ 0.34096372 0.77226845 0.35158662 0.61337521 0.39585938 0.57166399 0.39060772 0.42438996 0.52131405 0.66990694] [-0.27950548] [ 0.36045767 0.56030481 0.41636725 0.58695204 0.47693408 0.61396205 0.36593357 0.4516733 0.46466809 0.537523 ] [ 0.16134721] [ 0.73375559 0.57344775 0.53454143 0.44998275 0.3051376 0.49078726 0.51556993 0.52051437 0.54975439 0.51735597] [-0.42317979] [ 0.43228964 0.72172334 0.39172329 0.61578298 0.31851181 0.63271768 0.54521498 0.68747805 0.48841098 0.38869056] [ 0.10270908] [ 0.61079626 0.58629251 0.51439227 0.5785838 0.42528547 0.36829989 0.51912289 0.59877916 0.65317282 0.28336075] [ 0.26567224] [ 0.67635131 0.76752909 0.39835594 0.47441184 0.31939473 0.64620307 0.48614649 0.65755434 0.61627212 0.52188281] [ 0.05078224] [ 0.61148055 0.74470791 0.45151559 0.40779922 0.36179936 0.38709102 0.50880289 0.51208245 0.69002651 0.61427221] [-0.45818816] [ 0.41178861 0.70967426 0.41182225 0.6048291 0.35764259 0.50396703 0.42459501 0.42723739 0.44924942 0.61535994] [-0.23529912] [ 0.26515471 0.50158983 0.49828611 0.57091149 0.35760929 0.62492312 0.36750359 0.5657467 0.49560361 0.42765511] [-0.22959254] [ 0.60988843 0.67945004 0.49847722 0.52054351 0.39029775 0.48576124 0.62084514 0.57030522 0.69494959 0.40640314] [-0.47190433] [ 0.69585533 0.72686295 0.6013623 0.46418384 0.44501032 0.45798238 0.56970075 0.58809384 0.66205329 0.63516563] [ 0.04448502] [ 0.37419991 0.51389916 0.57545436 0.51730951 0.45628302 0.47708764 0.51110009 0.43471545 0.49790718 0.42438027] [ 0.22058801] [ 0.44105066 0.74009627 0.5028659 0.57166991 0.36814383 0.62249736 0.60311804 0.61311404 0.63123648 0.60643346] [-1.03122247] [ 0.66581001 0.61826009 0.54592171 0.463512 0.32109042 0.4437456 0.48651344 0.59001641 0.63330102 0.48890285] [ 0.22238174] [ 0.25914721 0.47063766 0.56649066 0.39577105 0.568642 0.74206218 0.39873097 0.45807668 0.49775562 0.5847962 ] [ 0.806933] [ 0.71068751 0.5585343 0.62959399 0.30138741 0.41777945 0.4829416 0.58585764 0.64493951 0.57561107 0.39020467] [ 0.05054048] [ 0.37124585 0.68477218 0.44965188 0.62933115 0.35323561 0.51183129 0.53799352 0.63530112 0.50134021 0.58213187] [ 0.2937488] [ 0.41496056 0.73733349 0.41891104 0.59501494 0.50217328 0.63273689 0.44423542 0.6542793 0.51331618 0.59693114] [ 0.56207107] [ 0.75170435 0.58238516 0.53146835 0.25152224 0.31816343 0.31511685 0.51294764 0.60640194 0.5713322 0.34987118] [-0.428099] [ 0.68418798 0.46046546 0.67097879 0.30423123 0.52304983 0.36672714 0.54883823 0.59336241 0.41158944 0.4998185 ] [-0.53342528] [ 0.69485717 0.688192 0.51498275 0.44548288 0.4858886 0.46359551 0.50918348 0.52734152 0.61062411 0.45497138] [-0.24750983] [ 0.53030018 0.26971933 0.6741567 0.42064565 0.49544373 0.45247491 0.34255722 0.40511781 0.35565179 0.39512603] [-0.23657949] [ 0.75649833 0.54034112 0.65924948 0.32893845 0.50241975 0.36618216 0.60431467 0.60321795 0.54784398 0.40916282] [ 1.22775107] [ 0.65057921 0.56045003 0.54868049 0.38141688 0.29332109 0.37684009 0.43993508 0.50957302 0.55529391 0.37816349] [ 0.75144492] [ 0.67418815 0.6306336 0.54802843 0.39333094 0.35353937 0.4398079 0.53873802 0.61768962 0.49898698 0.47255343] [ 0.36489757] [ 0.63315797 0.52199781 0.53446945 0.40488798 0.27677816 0.40340403 0.48424382 0.5994083 0.57091174 0.36509438] [-0.43382103] [ 0.41305582 0.54731683 0.43653124 0.56549857 0.38896598 0.49584375 0.46278708 0.7979836 0.50706735 0.40303472] [ 0.46150064] [ 0.23894792 0.53350095 0.59227398 0.51538194 0.56873316 0.75518483 0.37325251 0.35232818 0.46420074 0.66395402] [ 0.29772972] [ 0.60664202 0.44225861 0.58521756 0.37698143 0.33479579 0.44627085 0.41887546 0.47898844 0.40238027 0.4215537 ] [ 0.41389637] [ 0.68354192 0.56372989 0.53820272 0.49539394 0.3273663 0.36532088 0.41438816 0.47911146 0.59754028 0.37956302] [-0.23581691] [ 0.43275364 0.77915356 0.36462588 0.61301512 0.45052467 0.53272167 0.396449 0.36246333 0.52692389 0.64772919] [ 0.16609444] [ 0.75805594 0.58324044 0.53019443 0.42463096 0.31975395 0.31702615 0.58450601 0.53841728 0.63888322 0.32487231] [-0.00524796] [ 0.44028057 0.55520131 0.46790382 0.35416878 0.45764106 0.67558255 0.35766795 0.54215249 0.46458611 0.54239591] [ 0.65118239] [ 0.7362987 0.40473085 0.65269047 0.31697745 0.44103718 0.291357 0.59201466 0.49561187 0.48030353 0.4678396 ] [ 0.26777496] [ 0.30097397 0.50257386 0.61115197 0.40767638 0.48912651 0.55990315 0.38974458 0.41401276 0.39845248 0.5556774 ] [-0.35771821] [ 0.54123334 0.58512883 0.50437157 0.43468969 0.37778475 0.5497146 0.50353299 0.52330329 0.67886285 0.54970725] [ 0.43659133] [ 0.17270103 0.40276389 0.52398518 0.64241662 0.53529324 0.68277251 0.35432412 0.28324125 0.26643124 0.46946871] [-0.14374398] [ 0.44133516 0.72692254 0.36595059 0.58816228 0.26473946 0.48745526 0.40162195 0.5905207 0.56037112 0.52704651] [-0.22105622] [ 0.22932663 0.32321255 0.54122561 0.49224469 0.49624557 0.66560912 0.46139101 0.52053849 0.2352331 0.36561778] [-0.09103938] [ 0.66522727 0.65989771 0.40000848 0.42416929 0.29500081 0.63410372 0.42261606 0.49351125 0.52321607 0.56916046] [ 0.8292794] [ 0.52571332 0.6523603 0.48931567 0.49499905 0.29526078 0.43204274 0.41335738 0.5193356 0.49724327 0.55758808] [ 0.45445374] [ 0.39950859 0.15604323 0.70214277 0.33444171 0.65809813 0.60704784 0.43682008 0.54029156 0.33455968 0.4936329 ] [ 0.56616641] [ 0.44637171 0.44737576 0.47507213 0.5371518 0.27362589 0.3761365 0.48381505 0.49651187 0.57830831 0.27894608] [ 0.2026805] [ 0.46617163 0.6490232 0.48346374 0.42328328 0.40440678 0.60476822 0.50627743 0.50306254 0.59344394 0.63485285] [ 0.39826326] [ 0.16871695 0.54407903 0.53037016 0.48250044 0.52889642 0.74289162 0.4124917 0.41282867 0.466127 0.60442557] [-0.30307723] [ 0.66551928 0.69471072 0.58411471 0.50829755 0.50325599 0.5489193 0.46200199 0.59135486 0.68120357 0.56441485] [-0.28603138] [ 0.41620533 0.47337295 0.54706816 0.34340505 0.45674932 0.54853348 0.39861882 0.36353895 0.38890319 0.43645382] [ 0.30074451] [ 0.33333906 0.57393214 0.55466621 0.45331208 0.51057744 0.7897696 0.32607302 0.43697385 0.42141119 0.70476184] [-0.24631659] [ 0.75194256 0.69379268 0.44830949 0.46237986 0.24130707 0.43086854 0.46220845 0.52733076 0.68483306 0.44382717] [-0.31262021] [ 0.5338913 0.58700829 0.51029948 0.61421798 0.41928589 0.53030284 0.427571 0.64472399 0.54784026 0.46422373] [-0.17947891] [ 0.26818606 0.43579125 0.56904666 0.49798348 0.49512561 0.52720896 0.49011247 0.42578343 0.39885269 0.65759269] [-0.32313416] [ 0.55310451 0.6595889 0.52993672 0.57840663 0.32264434 0.43664051 0.47057116 0.54326713 0.62542739 0.47428536] [ 0.08770846] [ 0.25982152 0.37777593 0.61946586 0.49873172 0.47944382 0.56796085 0.42728789 0.4126486 0.3500722 0.51677218] [-0.14014385] [ 0.50355965 0.57520993 0.46322237 0.49270376 0.26389044 0.25018942 0.43733281 0.63772504 0.58304241 0.24835813] [ 0.23608723] [ 0.19110003 0.39547722 0.63172407 0.34077267 0.58098688 0.60951679 0.43003606 0.35996365 0.37805848 0.52247351] [ 0.02569734] [ 0.26635702 0.57949852 0.43573085 0.65042357 0.4341606 0.63072819 0.37886721 0.35232962 0.52075398 0.53855591] [-1.62898232] [ 0.57955684 0.62912669 0.49520259 0.42947463 0.25942067 0.25930311 0.50502833 0.61875539 0.5960427 0.27712541] [-0.44675139] [ 0.70104402 0.65633664 0.53932734 0.29582047 0.22318602 0.28508459 0.53586428 0.66979544 0.60900733 0.37113088] [-0.01132272] [ 0.38773863 0.41050086 0.63132561 0.34653058 0.52944224 0.64392489 0.42097408 0.37019741 0.43257149 0.54606904] [-0.62936052] [ 0.55155886 0.73304504 0.44944424 0.60680472 0.4751007 0.6326339 0.43422464 0.53429439 0.56623271 0.57970583] [-0.38124113] [ 0.43844804 0.52908735 0.53532678 0.48429862 0.41276762 0.64055465 0.38143396 0.53169562 0.49169278 0.55013855] [ 1.15186261] [ 0.4244042 0.5480319 0.39650276 0.64719509 0.32015911 0.52541647 0.38298443 0.47364992 0.5515447 0.37780912] [ 0.46547202] [ 0.720663 0.59296018 0.51487786 0.3094819 0.40664918 0.25735007 0.49339249 0.5023704 0.62168369 0.31946048] [-0.06518955] [ 0.60627674 0.72745191 0.52830674 0.45950686 0.39951871 0.57261301 0.52183074 0.54916969 0.60823628 0.54409037] [ 0.40021159] [ 0.20166225 0.63596938 0.46631455 0.55471206 0.46266812 0.78399916 0.33030273 0.45448389 0.5759098 0.62925723] [-0.03727282] [ 0.27799961 0.64109362 0.45043973 0.5490332 0.38375751 0.66400468 0.39558645 0.43860154 0.57650504 0.62925429] [ 0.34864214] [ 0.18512327 0.68045089 0.50758124 0.52464091 0.42798917 0.65986073 0.40289054 0.46398292 0.48490372 0.60382942] [ 0.86248095] [ 0.38621306 0.65547054 0.47084126 0.40373031 0.40786663 0.53725914 0.38265726 0.57323061 0.61185509 0.49139379] [-0.43098112] [ 0.48118362 0.4711257 0.48552413 0.43277217 0.35808019 0.43589099 0.44265574 0.47936283 0.46181406 0.39905772] [-0.52813873] [ 0.7876284 0.5625436 0.59011888 0.27092941 0.24764991 0.28910273 0.53991187 0.57169371 0.60140751 0.35350087] [-0.29579494] [ 0.83720872 0.60553817 0.62611549 0.40993662 0.33834408 0.40532039 0.55933958 0.81543457 0.59516162 0.37355423] [-0.39066817] [ 0.33680344 0.57917737 0.4637099 0.69334059 0.46340985 0.62649346 0.47611242 0.58170071 0.50391405 0.50239605] [-0.39815422] [ 0.42056071 0.50169786 0.53589217 0.44009762 0.43367474 0.62222725 0.41984894 0.41194885 0.47917958 0.5920063 ] [-0.05429856] [ 0.22744105 0.61834559 0.41304158 0.612153 0.42362854 0.61168921 0.48829003 0.61497934 0.55026801 0.49506537] [ 0.09727285] [ 0.72934833 0.63865907 0.61672661 0.388414 0.3066493 0.42101353 0.65266471 0.77157931 0.6247235 0.39178808] [-0.45332249] [ 0.38288901 0.43304373 0.68721233 0.40543568 0.49682507 0.45093512 0.40906668 0.37451668 0.48218219 0.40840333] [-0.38042419] [ 0.79190575 0.49985079 0.60286955 0.27902578 0.33854421 0.31800118 0.51960252 0.40907813 0.55718457 0.38341309] [-0.47332024] [ 0.46142606 0.5708722 0.45054529 0.49919816 0.32924999 0.40538899 0.53613151 0.67024304 0.50766666 0.24618147] [ 0.17695725] [ 0.37887531 0.63371537 0.59541551 0.48695839 0.58325867 0.64578176 0.34615784 0.40193199 0.3932177 0.74333686] [-0.25136375] [ 0.53693893 0.78273463 0.43533709 0.52041819 0.48042333 0.77316904 0.42099797 0.57924363 0.55430148 0.74063694] [-0.14968927] [ 0.40514597 0.49880034 0.53154986 0.35601268 0.44675415 0.58153321 0.38120708 0.55037618 0.49826491 0.47375832] [-0.63545865] [ 0.45338241 0.68015958 0.43383419 0.59328729 0.30566934 0.5251084 0.40301667 0.48790784 0.53858419 0.48544712] [-0.80961996] [ 0.59999273 0.57616211 0.61294644 0.35014545 0.42222813 0.550076 0.49542904 0.53864383 0.60653479 0.56652107] [-0.51826156] [ 0.44134442 0.670496 0.40168142 0.67212348 0.26790099 0.72104521 0.39848056 0.68802682 0.51607256 0.53485804] [-0.35354643] [ 0.54322815 0.61476515 0.53968071 0.53059814 0.38448076 0.33631401 0.48247927 0.7158463 0.57530584 0.44861946] [ 0.09606362] [ 0.41328054 0.74665052 0.35706469 0.70580523 0.58656704 0.68293006 0.36215971 0.57115643 0.45979128 0.73536016] [-0.02270817] [ 0.31162475 0.5171906 0.58439599 0.59135834 0.40667168 0.63688468 0.34597167 0.38692587 0.39346214 0.59414969] [-0.49176956] [ 0.77953531 0.60271052 0.5368282 0.33587073 0.36413236 0.34397712 0.54119448 0.42024256 0.62987281 0.4082142 ] [-0.69761809] [ 0.63224456 0.48353167 0.6028339 0.26857572 0.57604448 0.44094832 0.43622313 0.50111944 0.37898688 0.53264908] [ 0.0021795] [ 0.55428662 0.67113405 0.44729225 0.59401992 0.36490929 0.42850131 0.4168156 0.64297527 0.61162588 0.46812921] [-0.51652067] [ 0.58478447 0.5418378 0.46075558 0.46390412 0.31368102 0.40584901 0.49275415 0.55340035 0.48743974 0.48318053] [-0.69867927] [ 0.40804659 0.6856536 0.43219534 0.58202011 0.39484593 0.57238346 0.49348185 0.58947015 0.66442123 0.45351796] [-0.39115142] [ 0.64155817 0.50717512 0.54666291 0.54872989 0.4262893 0.64486436 0.4346762 0.62109456 0.48614729 0.51533622] [-0.68832548] [ 0.47586825 0.66139963 0.41379523 0.61746228 0.49650317 0.58241773 0.39866356 0.57835979 0.55646733 0.51728758] [-0.30550741] [ 0.41260021 0.2934181 0.72074881 0.30860699 0.42365294 0.48770538 0.52723943 0.50602082 0.44275907 0.3088259 ] [ 0.00326077] [ 0.30129315 0.51898138 0.4493782 0.45537908 0.52918042 0.6173377 0.36850449 0.3628745 0.30141689 0.54102022] [-0.59030453] [ 0.70625164 0.60080906 0.56331293 0.3825232 0.33461532 0.34881267 0.49645614 0.58724268 0.63430449 0.39875113] [-0.00347503] [ 0.41611784 0.47793623 0.47827823 0.31658999 0.51710853 0.72406263 0.40020644 0.55055452 0.40750779 0.53505425] [-0.23165671] [ 0.41182499 0.41024934 0.56494739 0.40620035 0.46658159 0.50091752 0.61297715 0.53665714 0.42538846 0.37747412] [-0.12347966] [ 0.51685113 0.3367039 0.70377875 0.43339877 0.5308986 0.53667349 0.47681497 0.44813978 0.38030412 0.46613508] [-0.31874391] [ 0.7326752 0.70328709 0.45733602 0.42496454 0.35155728 0.29820085 0.46956432 0.56953612 0.62626562 0.44751518] Progress: 48.9% ... Training loss: 0.327 ... Validation loss: 0.517[ 0.00705006] [ 0.29152718 0.60052365 0.48816786 0.46135175 0.51825299 0.6432532 0.36946897 0.43284406 0.44923619 0.59694615] [-0.23357915] [ 0.41204667 0.5018229 0.53280923 0.44505924 0.43934573 0.63466031 0.41476344 0.39993852 0.47346236 0.60327823] [-0.13443432] [ 0.28091684 0.42195114 0.54308871 0.53966737 0.47581693 0.55336122 0.48504821 0.49600666 0.49287593 0.49801626] [ 0.13487157] [ 0.31498668 0.76399992 0.33392859 0.70036005 0.31809356 0.63361016 0.31819131 0.5429845 0.5174002 0.67376326] [-0.14960398] [ 0.51375064 0.56975751 0.4906123 0.53657104 0.45269493 0.52968028 0.4850976 0.49791283 0.52854422 0.46286405] [-0.2354334] [ 0.53792878 0.49199787 0.63356759 0.29977986 0.42849148 0.52778529 0.46667177 0.69972089 0.49799447 0.4692834 ] [-0.18435076] [ 0.36342795 0.67245691 0.48744652 0.55237958 0.42856204 0.61564541 0.4044886 0.39656678 0.55575934 0.53083779] [-0.84524352] [ 0.55379384 0.77830444 0.51763452 0.53967364 0.35202622 0.55989898 0.5337253 0.63607069 0.609258 0.56313442] [-0.37617374] [ 0.66079004 0.53854961 0.61357227 0.37446224 0.51114436 0.51813101 0.49744244 0.40855362 0.58624454 0.51872559] [ 0.37783111] [ 0.55335578 0.62897469 0.41158416 0.34927504 0.4009682 0.62710996 0.38843157 0.51459161 0.46672102 0.58341924] [-0.76175288] [ 0.85499607 0.60406492 0.60810976 0.37358432 0.43431973 0.56494221 0.51125203 0.66412546 0.62837083 0.50936611] [ 0.55078843] [ 0.54911559 0.68750377 0.54258426 0.6471048 0.43955267 0.55700603 0.4382688 0.60335773 0.54128606 0.50295258] [ 0.0080501] [ 0.3553417 0.48996811 0.56567492 0.48176343 0.52656364 0.61457939 0.34791559 0.41860417 0.37043258 0.63470763] [ 0.84887456] [ 0.30768172 0.46973251 0.53630956 0.42940999 0.40347603 0.50111325 0.40502046 0.35194698 0.4323144 0.36687716] [ 0.12156496] [ 0.37001179 0.65207194 0.437425 0.65840082 0.33614586 0.62477596 0.37516175 0.35360661 0.55637898 0.70520925] [ 0.94224364] [ 0.55407558 0.48149935 0.5191991 0.47050348 0.29624052 0.46002136 0.55952563 0.77787915 0.48898103 0.27079741] [-0.02256068] [ 0.3999563 0.28119692 0.72033724 0.27186854 0.44056207 0.58000338 0.47870802 0.43068004 0.33277749 0.36603466] [ 0.52192371] [ 0.28736547 0.53867451 0.48237405 0.39664374 0.46874138 0.56957697 0.41336066 0.3995768 0.51840889 0.49202957] [ 0.04409387] [ 0.74657206 0.45095736 0.65000574 0.40360922 0.40352751 0.3356494 0.50442458 0.41227005 0.56611373 0.34660951] [-0.22470668] [ 0.35916713 0.67954181 0.38114938 0.63407939 0.31942717 0.48013687 0.30821525 0.49666159 0.54986459 0.50404649] [-0.01667413] [ 0.50873301 0.6094442 0.49929057 0.5988239 0.55336805 0.75227872 0.32287655 0.57786242 0.42978707 0.67863797] [-0.28173159] [ 0.45004911 0.52567769 0.42892402 0.49524758 0.54191522 0.71869076 0.35840326 0.6056926 0.41614732 0.56887726] [ 0.70918909] [ 0.58271906 0.76137464 0.39973351 0.51271586 0.21095707 0.30618077 0.42850923 0.57208248 0.67589358 0.3740672 ] [ 0.47360288] [ 0.44866425 0.73629679 0.44266261 0.57995118 0.31982409 0.51877196 0.54109305 0.64825262 0.63576378 0.40886741] [ 0.54828704] [ 0.27644347 0.69433572 0.43491014 0.56608525 0.57934386 0.74819267 0.31143265 0.43072162 0.50721455 0.73232814] [-0.27867036] [ 0.41940638 0.57075248 0.52955934 0.49683031 0.37093617 0.43543274 0.56993632 0.62915198 0.4847464 0.36791314] [-0.33596602] [ 0.39174804 0.69459125 0.48624247 0.55863637 0.30315333 0.60102223 0.51715705 0.65742689 0.52054404 0.41002542] [ 0.28451831] [ 0.18744595 0.65868294 0.42110134 0.62011714 0.43195924 0.72082971 0.33221874 0.4055955 0.49077819 0.53776983] [ 1.33279855] [ 0.73092732 0.54779481 0.62762058 0.42718208 0.48459461 0.51096579 0.48454007 0.5752294 0.58342068 0.48564651] [-0.67784293] [ 0.44155579 0.48326534 0.48959415 0.55822943 0.37787373 0.49224348 0.41581495 0.37148587 0.4139807 0.39026738] [ 0.60183887] [ 0.71347251 0.7044407 0.55329447 0.45250098 0.39241789 0.60054299 0.59290858 0.62691134 0.61322566 0.5921344 ] [ 1.7066608] [ 0.70203244 0.52287741 0.54233651 0.42199374 0.28751132 0.28564367 0.48536272 0.61286226 0.48940655 0.39358559] [-0.10178718] [ 0.39851337 0.43370131 0.65270267 0.2573575 0.57315661 0.61455494 0.43430011 0.46496982 0.35894614 0.58092725] [ 0.32390541] [ 0.16837849 0.62826429 0.42362331 0.57430374 0.46053823 0.74409241 0.38148128 0.45835207 0.49330853 0.54572215] [-0.7270357] [ 0.43165425 0.72648126 0.39287827 0.53489823 0.38533737 0.60808319 0.44733865 0.64849644 0.51662127 0.52053235] [-0.23668919] [ 0.66891997 0.52793183 0.67675593 0.47981641 0.48753746 0.4975255 0.51788943 0.61669383 0.58814051 0.47845518] [ 0.07919238] [ 0.42421323 0.71036214 0.37552728 0.76733714 0.43637401 0.66084383 0.43907912 0.43552938 0.45467932 0.63654432] [-0.7515263] [ 0.51402877 0.69420568 0.44489381 0.66416461 0.44764853 0.45288137 0.44521934 0.67662047 0.48669221 0.48003257] [ 0.62566965] [ 0.68421206 0.65600291 0.53535917 0.43106276 0.31611368 0.46203327 0.46620374 0.51122625 0.67434357 0.5544103 ] [ 0.2079585] [ 0.25382915 0.76845926 0.28561259 0.64934029 0.42447203 0.64641515 0.26956793 0.53336769 0.48128385 0.69334049] [-0.83533244] [ 0.65665787 0.43874407 0.53310133 0.40679151 0.40806583 0.38332547 0.51713527 0.60691154 0.5036552 0.26542581] [-1.25395498] [ 0.60377768 0.76905673 0.43174624 0.59140973 0.20261561 0.39454599 0.41145635 0.52976604 0.61993932 0.43226704] [ 0.1785718] [ 0.65637767 0.58823877 0.42654646 0.4174473 0.27464397 0.48664989 0.46607916 0.49069335 0.52709801 0.42481281] [-0.22926043] [ 0.3380893 0.73013426 0.33871218 0.6454615 0.37125814 0.57403018 0.41781044 0.45798463 0.63515751 0.5175306 ] [ 0.57262836] [ 0.44755583 0.66316145 0.39253662 0.61817653 0.36071239 0.397589 0.51865927 0.74295951 0.48730252 0.41244021] [-0.24908991] [ 0.40152138 0.50051038 0.61827436 0.3038001 0.66577973 0.45055678 0.4380397 0.46895871 0.39574603 0.62931134] [ 0.39230439] [ 0.75035442 0.38503276 0.68180414 0.26876007 0.55753313 0.35583028 0.51012137 0.53407995 0.46021674 0.33464394] [ 0.3336798] [ 0.21872329 0.45285314 0.53675507 0.4164286 0.56041698 0.72741544 0.40414396 0.3893568 0.45035498 0.61252117] [ 0.03527662] [ 0.24313492 0.43009229 0.57087838 0.62028367 0.46948204 0.69787997 0.44102898 0.47217717 0.36012702 0.42514949] [-0.64621102] [ 0.59630962 0.66842076 0.47833617 0.56677807 0.50789107 0.60647639 0.37125893 0.58456109 0.4894647 0.59068642] [ 0.39334856] [ 0.35187527 0.60021456 0.51737718 0.46089815 0.41144701 0.50233851 0.49168948 0.53672012 0.56118098 0.44323038] [ 0.33892764] [ 0.32116736 0.662295 0.40268486 0.3780781 0.41440644 0.61362166 0.39870684 0.46503927 0.61483548 0.56822693] [-0.14556155] [ 0.53685163 0.59627085 0.42463425 0.50379983 0.3536767 0.51479593 0.36084746 0.5904655 0.52023705 0.49742675] [-0.01428158] [ 0.31587394 0.44493188 0.62885852 0.33918368 0.56634175 0.61861962 0.41494785 0.38525157 0.49042095 0.5557343 ] [ 0.63290885] [ 0.43606638 0.57117803 0.51151293 0.40242545 0.33118586 0.39221135 0.53747275 0.61158542 0.54434644 0.383627 ] [ 0.45073044] [ 0.53348943 0.4980105 0.61813578 0.46198992 0.26005066 0.48305365 0.46695046 0.73009253 0.53930555 0.30730903] [-0.57853606] [ 0.31637784 0.348945 0.53606221 0.45144499 0.44420159 0.35248932 0.49976376 0.52766116 0.45873641 0.52421715] [-0.49652021] [ 0.68386003 0.42760788 0.62885001 0.46052997 0.49156225 0.34661083 0.53030713 0.4975955 0.49681767 0.32387736] [-0.1510813] [ 0.43829116 0.5834051 0.4469398 0.51730467 0.43101565 0.44217267 0.49459844 0.57017083 0.45426424 0.54094064] [ 0.53267795] [ 0.15131744 0.50275403 0.51496451 0.53409347 0.52730108 0.69915853 0.41133923 0.28163974 0.5055543 0.58254606] [-0.24789868] [ 0.60274761 0.60565879 0.47064672 0.52166433 0.33420169 0.41921306 0.51612212 0.62712806 0.58934799 0.33432021] [ 0.18019797] [ 0.51776425 0.62159788 0.49008029 0.53840434 0.31277049 0.3777098 0.53383066 0.54090147 0.54187149 0.41007 ] [ 0.26734366] [ 0.29432323 0.73170323 0.3650159 0.65916031 0.34377144 0.685972 0.4213545 0.62019598 0.51662811 0.59125302] [-0.89490945] [ 0.40349499 0.45172569 0.68768843 0.37081373 0.40576919 0.51314637 0.43339804 0.44580353 0.40063843 0.3882308 ] [ 0.31500678] [ 0.23622341 0.5633397 0.51644358 0.55941034 0.43176641 0.69889118 0.43879159 0.41784831 0.44415051 0.6115388 ] [-0.44989432] [ 0.59776184 0.61418259 0.51533072 0.41070095 0.34627153 0.34423534 0.47781453 0.57818919 0.50681916 0.41135069] [ 0.24328253] [ 0.58464211 0.6369537 0.55145138 0.34827247 0.34948605 0.40017975 0.54784545 0.56422891 0.62081234 0.39691375] [ 2.11648659] [ 0.6604817 0.66928875 0.41921094 0.53689755 0.22470106 0.37581024 0.47018447 0.64963712 0.67141846 0.32414617] [ 0.98652359] [ 0.39886209 0.61198421 0.36842252 0.68041113 0.29529296 0.52199654 0.48925843 0.51896788 0.50857169 0.43733257] [-1.35488755] [ 0.62276634 0.64202088 0.50247763 0.41416532 0.31187549 0.30092285 0.57377485 0.63322996 0.69687848 0.32171868] [-0.24438378] [ 0.31223272 0.44260923 0.53204134 0.3946622 0.43634989 0.54011334 0.49775214 0.53854849 0.41264715 0.41530338] [-0.5696567] [ 0.43910911 0.54213026 0.54302199 0.4952888 0.44474805 0.52757388 0.40209435 0.39005448 0.48414652 0.47817742] [ 0.04201595] [ 0.4290417 0.64758781 0.44515444 0.60542589 0.29578931 0.47097861 0.45686683 0.54045047 0.61870874 0.48193122] [-0.02463147] [ 0.57433485 0.46831064 0.48037266 0.51455239 0.32058538 0.44612802 0.47864512 0.46226041 0.51435657 0.46735888] [-0.44997336] [ 0.80257393 0.58245912 0.6499704 0.22692005 0.43225172 0.55382103 0.63805155 0.5504979 0.48358024 0.53075017] [ 0.24072339] [ 0.40040643 0.69896101 0.46330009 0.58899409 0.27700028 0.68747084 0.40058458 0.5755292 0.48329668 0.59333205] [-0.29133553] [ 0.75319486 0.6599846 0.53118926 0.46499908 0.42878634 0.4756914 0.63928549 0.55779036 0.57417341 0.52562117] [ 1.03212292] [ 0.47051528 0.48392753 0.45650622 0.52425366 0.44378176 0.32027772 0.54290038 0.59480411 0.50304964 0.33673994] [ 0.24328253] [ 0.58464211 0.6369537 0.55145138 0.34827247 0.34948605 0.40017975 0.54784545 0.56422891 0.62081234 0.39691375] [ 0.21302949] [ 0.41103007 0.71412681 0.51734681 0.65141362 0.43382723 0.69502402 0.38935655 0.4588325 0.61044756 0.63859755] [-0.11886475] [ 0.61026722 0.66849627 0.54738482 0.36903655 0.50211089 0.63939194 0.55267037 0.52005886 0.52833319 0.65249391] [ 0.48944439] [ 0.28020746 0.65217541 0.42579526 0.52717245 0.39092723 0.50614254 0.34954899 0.56413209 0.42348253 0.52650509] [ 0.86935508] [ 0.70721623 0.61183691 0.57832401 0.29344533 0.44836776 0.47765813 0.53694735 0.58326017 0.59805185 0.42164936] [-0.24270811] [ 0.45764268 0.41166879 0.57634099 0.48480241 0.5169876 0.79002196 0.42583195 0.60694738 0.46766759 0.53151231] [ 0.16068312] [ 0.30806612 0.31327224 0.58269511 0.48082331 0.53729531 0.7299031 0.41316772 0.52151512 0.34989884 0.63094753] [ 0.1575234] [ 0.32563334 0.50121652 0.44948515 0.45304708 0.57706159 0.70511632 0.33656232 0.47665933 0.44221518 0.55835578] [-0.51829291] [ 0.6557818 0.64716424 0.46213978 0.4905528 0.39781396 0.53440744 0.50642008 0.48188238 0.63990617 0.50801297] [-0.21732189] [ 0.41643191 0.36540873 0.58385984 0.38105302 0.5379929 0.56400497 0.54937288 0.60451286 0.46810254 0.58229711] [-0.25508602] [ 0.71141178 0.36109854 0.65274792 0.28063229 0.40782801 0.3540298 0.48418598 0.59340994 0.53417301 0.36709389] [-0.46446658] [ 0.50748999 0.37871715 0.59596416 0.52228884 0.43214965 0.62811643 0.46141082 0.49531474 0.3272382 0.45972819] [-0.28907505] [ 0.50381063 0.70785248 0.45843329 0.48482059 0.3364249 0.65591643 0.45855111 0.36244589 0.61277706 0.66635156] [ 0.36549021] [ 0.32699171 0.50153357 0.60591768 0.60681508 0.33912189 0.67197623 0.33627618 0.37719711 0.41923404 0.47905723] [-0.870122] [ 0.63630745 0.46668274 0.60527849 0.1829711 0.62346469 0.61185871 0.55415565 0.48411696 0.48639332 0.54915088] [-0.10087834] [ 0.29658918 0.51123702 0.45292447 0.59029616 0.40214319 0.61772061 0.42702082 0.52550057 0.53502728 0.38959049] [ 0.58921109] [ 0.689812 0.47880984 0.57853533 0.28286233 0.44646255 0.38012867 0.58725985 0.57190586 0.51578077 0.35509863] [-0.00692511] [ 0.48667936 0.32458452 0.6180707 0.2571874 0.55968088 0.55709402 0.44096965 0.54716622 0.43294074 0.40165277] [ 0.24844313] [ 0.4730301 0.73373863 0.52764241 0.69579849 0.44893498 0.68046468 0.42852878 0.53796985 0.56080744 0.57308388] [-1.05564233] [ 0.70973146 0.33547654 0.68997013 0.16635379 0.4354593 0.3906711 0.52966997 0.69216419 0.49438134 0.29322424] [ 0.18787304] [ 0.69858159 0.45728764 0.51054172 0.39637486 0.4646443 0.33948596 0.58314113 0.49936242 0.55173765 0.27535654] [-0.03763128] [ 0.29298503 0.57929827 0.42391614 0.55265701 0.35715391 0.69543047 0.40824531 0.43141695 0.52568545 0.5835276 ] [-0.24270811] [ 0.45764268 0.41166879 0.57634099 0.48480241 0.5169876 0.79002196 0.42583195 0.60694738 0.46766759 0.53151231] [ 0.29248713] [ 0.35910954 0.6020221 0.52533379 0.50719489 0.42672791 0.62493549 0.4798653 0.55621882 0.53446918 0.62805785] [ 0.02354927] [ 0.41470264 0.77723877 0.32317262 0.70948403 0.30494652 0.52040466 0.51336477 0.56626348 0.60244315 0.51377819] [-0.29094007] [ 0.35033201 0.46897003 0.55027104 0.4435003 0.3907505 0.50141502 0.43775874 0.42100457 0.44049421 0.44785007] [-0.00105921] [ 0.34256231 0.54681142 0.5264499 0.56668632 0.46175733 0.59521834 0.53005352 0.52159391 0.43344568 0.5728951 ] [ 0.52570469] [ 0.23947274 0.53347309 0.59309869 0.51390194 0.56724872 0.75324109 0.37435161 0.3549598 0.46551992 0.66119541] [ 0.08326253] [ 0.41722712 0.34026929 0.70362253 0.39191156 0.46378562 0.57945915 0.41281146 0.39204232 0.35636641 0.51453129] [ 0.54670853] [ 0.20421093 0.61184213 0.58203124 0.57053405 0.59809927 0.77297659 0.39390573 0.43483795 0.48660128 0.67805224] [ 0.50886552] [ 0.15176208 0.44036705 0.55972278 0.52523255 0.51450316 0.81832698 0.46203101 0.37080024 0.43337086 0.57990931] [-0.61816595] [ 0.19969419 0.68420881 0.38334525 0.6294158 0.41971109 0.54017658 0.47569261 0.56763525 0.59063701 0.41270661] [-0.0536512] [ 0.48650565 0.70560531 0.39781881 0.64610988 0.2651796 0.72171058 0.34898905 0.4772346 0.56333834 0.64899093] [ 0.24614655] [ 0.22319912 0.7043441 0.39734688 0.63607173 0.43946348 0.74321122 0.34188532 0.5436897 0.61497167 0.71088611] [-0.9551414] [ 0.75579929 0.61013096 0.56491857 0.42586639 0.21838056 0.31564247 0.52097274 0.6137349 0.58703552 0.36242168] [ 0.33906336] [ 0.31702127 0.49591409 0.61704577 0.45153624 0.6323511 0.58047398 0.33330755 0.36073224 0.47304304 0.51904252] [ 1.12244909] [ 0.66879451 0.74531498 0.38123792 0.50002962 0.30716375 0.31562433 0.51329328 0.48592023 0.68196672 0.69174695] [-0.47385395] [ 0.76391353 0.81546328 0.51262718 0.33815858 0.37496911 0.49536394 0.60535941 0.58611256 0.62636342 0.67097521] [-0.0472439] [ 0.34018846 0.61123255 0.37825433 0.62703551 0.35863197 0.50498482 0.49332055 0.43360856 0.56195668 0.73263789] [-0.43860323] [ 0.74708508 0.5357284 0.57496257 0.32765474 0.42857411 0.45770563 0.57889222 0.52795725 0.45251165 0.39289435] [ 0.41636586] [ 0.632388 0.41652402 0.61553386 0.38272061 0.47694993 0.41463786 0.57381877 0.53832184 0.46253696 0.3258367 ] [ 0.35694739] [ 0.2183349 0.47846906 0.44029811 0.53017971 0.45767884 0.63741211 0.33550234 0.37767174 0.37430272 0.4365821 ] [-0.44224081] [ 0.36947454 0.22078007 0.74480482 0.32331321 0.58939081 0.51008664 0.54150769 0.37118042 0.28981353 0.45146264] [ 0.6469771] [ 0.57706527 0.73506988 0.50015693 0.65602327 0.37717524 0.43834473 0.45965307 0.61451072 0.6628099 0.46206253] [-0.15815823] [ 0.50002907 0.40700617 0.55354908 0.38824039 0.56497115 0.44137644 0.52474955 0.48320733 0.39260743 0.37795733] [-1.16759414] [ 0.84247015 0.72280893 0.57068088 0.31996884 0.38163416 0.55557722 0.62543942 0.61097725 0.69033189 0.56435169] [-0.67626228] [ 0.75846584 0.74749652 0.45329337 0.29953736 0.37642805 0.2681475 0.51512726 0.54664399 0.66505601 0.56216752] [-0.20870548] [ 0.27076926 0.34372058 0.64027742 0.37398778 0.48043563 0.53040038 0.56490474 0.41525137 0.44219753 0.37486755] [ 0.05902771] [ 0.24267463 0.77032996 0.33668003 0.6180289 0.40559402 0.77251418 0.50652128 0.55213971 0.55726705 0.60404721] [-0.60061354] [ 0.80364872 0.43066438 0.67442193 0.42066929 0.44796798 0.49505642 0.45001514 0.70342734 0.56593917 0.40533845] Progress: 49.1% ... Training loss: 0.327 ... Validation loss: 0.526[-0.5898299] [ 0.56907644 0.77299412 0.42578584 0.61835831 0.45667032 0.63457422 0.43942629 0.54456761 0.59822726 0.59641785] [-0.09004334] [ 0.47203073 0.25302827 0.70180343 0.39717339 0.3408273 0.56968449 0.47167748 0.51235868 0.35128915 0.31656148] [ 0.27565764] [ 0.30940783 0.74416853 0.43396763 0.68255692 0.30695372 0.69785041 0.37831807 0.51301718 0.48136804 0.56622532] [-0.9366719] [ 0.78802835 0.49341623 0.5870446 0.44820492 0.33223944 0.39181144 0.47425639 0.48730886 0.62239966 0.39157324] [-0.01176411] [ 0.40240153 0.36072281 0.67623731 0.36823715 0.473912 0.6963474 0.42706906 0.40123033 0.43345689 0.51999315] [-0.70380305] [ 0.40177823 0.6006014 0.53519063 0.55164009 0.28203693 0.50722125 0.39741695 0.48381876 0.43600522 0.43061651] [-0.10836951] [ 0.52936029 0.7118654 0.43055008 0.60593953 0.37249965 0.50851068 0.46882095 0.66040489 0.50801922 0.66838067] [ 0.74044335] [ 0.27669927 0.57302113 0.46165298 0.57389106 0.40366175 0.57797313 0.27729539 0.47467745 0.49269108 0.41715222] [ 0.25175719] [ 0.33796822 0.64539452 0.34896128 0.70900316 0.38737903 0.61878998 0.4487454 0.55390656 0.54384484 0.55582304] [-0.05229635] [ 0.63118748 0.64105942 0.47640275 0.5319119 0.30151406 0.33746805 0.51824266 0.48871234 0.55854091 0.53615613] [-0.29252193] [ 0.29439388 0.3191291 0.63998861 0.40176508 0.61878998 0.57144322 0.49341958 0.2931967 0.39802589 0.40725614] [ 0.23290073] [ 0.26107266 0.64805161 0.45668381 0.64720874 0.51672334 0.7788449 0.39606143 0.52518896 0.59477565 0.57462668] [-0.40987152] [ 0.38231404 0.43297697 0.68821373 0.40332348 0.49513352 0.44927955 0.4101432 0.3770433 0.48373254 0.4052024 ] [ 0.73865898] [ 0.42581096 0.47352751 0.57835129 0.48737147 0.38369308 0.58142234 0.49170678 0.63257784 0.34179591 0.41966475] [-0.10098417] [ 0.51375882 0.56250406 0.49372055 0.63810937 0.43019079 0.46792511 0.50437519 0.55453426 0.55791473 0.54746873] [ 0.45542896] [ 0.58288421 0.40840928 0.60186873 0.29749827 0.4816285 0.63404648 0.47596878 0.621899 0.55130918 0.44727663] [ 0.79007715] [ 0.58159956 0.74005017 0.41795758 0.58764514 0.24844918 0.39797938 0.4649769 0.53542633 0.65693189 0.5737779 ] [ 0.70616403] [ 0.73425666 0.68936781 0.60297671 0.38800792 0.4472571 0.46914641 0.5037763 0.50999709 0.63254414 0.465962 ] [-0.27320383] [ 0.59257357 0.45971272 0.5241716 0.36878124 0.45064892 0.35819771 0.45256093 0.48248405 0.55792295 0.33952954] [ 0.31365879] [ 0.24652996 0.68640172 0.30919969 0.50660829 0.33276529 0.66691303 0.35261523 0.56521804 0.50083132 0.4765044 ] [-0.39529218] [ 0.51144754 0.74393074 0.49852739 0.62261924 0.44950148 0.60623146 0.51642151 0.5222655 0.60793647 0.64363204] [ 0.19026707] [ 0.29473925 0.41085425 0.60240238 0.46494879 0.51475902 0.70963332 0.36924192 0.40715701 0.47657237 0.48880023] [-1.14816302] [ 0.52402961 0.5855039 0.49905942 0.5898173 0.25850553 0.40108532 0.40649748 0.52899834 0.50587705 0.38434514] [ 0.17992022] [ 0.31827484 0.7125044 0.43262122 0.58690575 0.42840561 0.7621227 0.45875859 0.46171975 0.54904058 0.70241783] [ 0.45633923] [ 0.40082599 0.37151645 0.59079863 0.41049148 0.47556155 0.40462501 0.41998044 0.37077772 0.41216649 0.38031279] [ 0.48983042] [ 0.55321357 0.6873879 0.54400436 0.64518851 0.43682976 0.55084394 0.44073679 0.60904969 0.54407109 0.49773727] [-0.15102331] [ 0.34070288 0.5184384 0.54335335 0.57243026 0.44675769 0.61853668 0.38600744 0.3870515 0.46853145 0.47567404] [ 0.11681011] [ 0.35398423 0.56547365 0.49083779 0.33911546 0.48939633 0.69658567 0.41927243 0.49235092 0.47187878 0.61624656] [-0.04883163] [ 0.46772901 0.44860862 0.64219208 0.4579706 0.42635288 0.43770972 0.4909848 0.46606193 0.45308648 0.49555632] [ 0.25580048] [ 0.25285952 0.63657789 0.56108872 0.47254611 0.42814669 0.77779966 0.43926557 0.37178547 0.56006178 0.67324435] [ 0.39390527] [ 0.25890074 0.50915173 0.57977684 0.48752273 0.55635265 0.71277071 0.38962476 0.30424601 0.41220182 0.60470573] [ 0.83080339] [ 0.5818213 0.63036049 0.51666644 0.45628965 0.3171949 0.52023682 0.45784266 0.47622202 0.47932748 0.54247959] [-0.11459054] [ 0.54981876 0.52369192 0.59047005 0.4776514 0.36630383 0.36230349 0.5018491 0.6526113 0.5526023 0.30692332] [-0.60630543] [ 0.36611073 0.70302473 0.33669444 0.63324957 0.44171609 0.57838127 0.42678119 0.54752877 0.53031668 0.44090287] [ 0.11948869] [ 0.484968 0.64808191 0.46633705 0.51384766 0.36153311 0.50288239 0.49523794 0.67714161 0.52046889 0.48807578] [-1.20551134] [ 0.55455817 0.76432423 0.41293 0.44825867 0.31717729 0.3216121 0.50964171 0.64239782 0.70307816 0.41973454] [ 0.52406729] [ 0.34782478 0.73182903 0.30842647 0.481854 0.29485939 0.45295235 0.48520238 0.59898746 0.67059933 0.37449769] [ 0.73818287] [ 0.62349708 0.7858753 0.51843186 0.5443079 0.38212889 0.57187208 0.55679895 0.60105633 0.62489533 0.54985154] [-0.22438796] [ 0.39176323 0.20920234 0.69721421 0.36170474 0.56025058 0.55879182 0.44716363 0.31167658 0.4083514 0.29440115] [ 0.46865012] [ 0.61072235 0.36923627 0.6447444 0.35167761 0.3243034 0.37476691 0.598354 0.76966891 0.41331192 0.26060924] [ 1.22966812] [ 0.59142438 0.56339581 0.42073522 0.57228335 0.323605 0.50613716 0.48462249 0.53834302 0.50771319 0.41052862] [-0.27711911] [ 0.5371221 0.38884809 0.67117641 0.34812984 0.46138431 0.4973315 0.44387957 0.43516936 0.47005801 0.47950704] [ 0.2613272] [ 0.40656383 0.33799214 0.53091713 0.32359301 0.51319872 0.42152819 0.43178359 0.46231893 0.36605615 0.3565388 ] [-0.27012861] [ 0.4989396 0.51700723 0.58038039 0.36431751 0.41865955 0.4334012 0.4497751 0.44852361 0.41935747 0.50134411] [-0.75833925] [ 0.36092175 0.65420865 0.33840067 0.64567485 0.39796533 0.54130543 0.50759293 0.59427854 0.41427401 0.40336691] [-0.67076979] [ 0.4679639 0.66086487 0.34866073 0.58991807 0.43858732 0.34461302 0.40349708 0.38175323 0.47054841 0.55948347] [-0.12817334] [ 0.45226315 0.63290884 0.44867266 0.62583614 0.31075403 0.50069697 0.33651434 0.48985097 0.50014064 0.48452434] [ 1.692481] [ 0.59605947 0.69699643 0.45308263 0.45064481 0.2290483 0.34973004 0.51335776 0.64642876 0.62387453 0.38558819] [-0.00109033] [ 0.75267711 0.5153617 0.57083497 0.33999183 0.27462988 0.32541366 0.5763983 0.54941007 0.60218821 0.32698695] [-0.4216773] [ 0.47439871 0.64168456 0.40933765 0.5989637 0.35106677 0.57274396 0.47319644 0.37328975 0.59949358 0.48785909] [ 0.30854172] [ 0.40267789 0.38346446 0.6639289 0.40145855 0.52281991 0.60353013 0.38331765 0.52867064 0.51202284 0.56510853] [ 0.63476742] [ 0.33656645 0.60162427 0.47567076 0.48824217 0.33467203 0.43410661 0.51669336 0.57187898 0.64875489 0.29247509] [ 0.09537358] [ 0.78660781 0.66773049 0.5043498 0.33172634 0.40568073 0.47265532 0.543451 0.65309886 0.53721859 0.53938997] [ 0.20557391] [ 0.77224182 0.56634533 0.62990755 0.37929574 0.44202327 0.45834779 0.57331006 0.63995792 0.56921686 0.45408334] [ 0.0430174] [ 0.33684484 0.68597744 0.50183487 0.51874866 0.49473576 0.62599777 0.3790693 0.54980332 0.65127126 0.61702922] [-0.26013369] [ 0.44835476 0.6192149 0.44842834 0.51826487 0.41531849 0.41588953 0.41021754 0.4523844 0.53487441 0.56281361] [-0.56481267] [ 0.47577245 0.68581974 0.42559804 0.61142208 0.34310757 0.70562814 0.44776268 0.5864148 0.59347574 0.57447419] [ 0.11542211] [ 0.30198733 0.57526915 0.46045514 0.42434115 0.45239575 0.71346517 0.38839697 0.51249896 0.48051654 0.61191051] [ 0.16584059] [ 0.16260428 0.64110341 0.38659667 0.63656916 0.44054528 0.58765717 0.38755469 0.46799219 0.54838949 0.46452347] [-0.53624539] [ 0.35941174 0.48916973 0.596185 0.506972 0.41652042 0.45828545 0.43094612 0.40310456 0.46365892 0.42443084] [ 0.5351994] [ 0.56022379 0.70188463 0.42618692 0.53513749 0.39495071 0.44188038 0.55030504 0.57133464 0.57266593 0.38871238] [-0.58723247] [ 0.56074666 0.78581796 0.44219419 0.47022136 0.32759922 0.60191638 0.45721991 0.45410649 0.62009245 0.6293668 ] [-0.048975] [ 0.33220008 0.50759482 0.54376074 0.5883841 0.45977783 0.73569806 0.49503516 0.52113561 0.40240805 0.52830993] [-0.11900422] [ 0.56873751 0.44068243 0.61011996 0.39701775 0.42555625 0.48049032 0.53332858 0.58526312 0.48829089 0.46499511] [ 0.1426755] [ 0.3544327 0.74870495 0.34200291 0.61904463 0.34279431 0.59933052 0.35006137 0.53413078 0.5729322 0.65215327] [ 0.01793043] [ 0.43741259 0.662438 0.49197464 0.58244971 0.47866724 0.61156311 0.49865589 0.66227481 0.48556076 0.49138934] [ 0.3707233] [ 0.58616191 0.66070372 0.44459052 0.44371498 0.27883557 0.37421321 0.52034781 0.51137606 0.60068008 0.3747534 ] [-0.61095347] [ 0.56422352 0.49983876 0.5466815 0.47051777 0.52359932 0.6226675 0.41946671 0.51962592 0.47506386 0.46473124] [-0.00096321] [ 0.34120154 0.73395524 0.30430843 0.67590749 0.43066269 0.66857732 0.38556723 0.50626706 0.46606561 0.6174928 ] [-0.06914667] [ 0.39434686 0.42841404 0.58557359 0.35979533 0.52611969 0.63743014 0.50353376 0.58390158 0.43781313 0.51780437] [ 0.28457766] [ 0.38257227 0.58983447 0.50302581 0.53530604 0.37236746 0.6404773 0.52873049 0.65550533 0.45999031 0.50181551] [ 0.5558548] [ 0.70349986 0.45626577 0.64824813 0.29183731 0.45255533 0.44164415 0.60995699 0.46032302 0.56334335 0.43443825] [-0.16182514] [ 0.43237164 0.55727948 0.4792283 0.34407914 0.42892841 0.64883208 0.52216933 0.56402979 0.40170813 0.48104561] [ 0.05169102] [ 0.72245208 0.4216683 0.66268763 0.3506274 0.53719962 0.50281471 0.46100701 0.52923665 0.48210601 0.41943818] [ 0.62914462] [ 0.38631012 0.40115874 0.59858838 0.43759648 0.5578449 0.62456988 0.35285918 0.56154131 0.48260183 0.45230211] [-0.27187143] [ 0.60637254 0.60073435 0.60851868 0.41957875 0.48648454 0.75820906 0.47577774 0.4744358 0.43500027 0.6561687 ] [ 0.17120767] [ 0.37099236 0.62215556 0.4890202 0.60162412 0.38464087 0.55405118 0.37020851 0.4850408 0.43687889 0.63467832] [ 0.14686229] [ 0.34984256 0.71440087 0.40744819 0.50990495 0.33389976 0.57547391 0.43690098 0.53839879 0.54262672 0.62276639] [-0.44650771] [ 0.52168721 0.74850494 0.50164217 0.64529464 0.44950829 0.6605391 0.53617082 0.49677247 0.65472284 0.5391513 ] [ 1.64148682] [ 0.56847 0.61422767 0.38848311 0.45880492 0.3096773 0.31225892 0.48161163 0.66577215 0.66009849 0.26786896] [-0.1065966] [ 0.73419874 0.64289375 0.49904181 0.33684163 0.38173943 0.25042579 0.55938941 0.62047691 0.6084089 0.46092629] [ 0.87496917] [ 0.60921778 0.64151186 0.46747303 0.54046906 0.37076433 0.31739239 0.57117046 0.71655835 0.70503452 0.2526453 ] [-0.44831829] [ 0.42934985 0.65507267 0.42516554 0.54779911 0.39258778 0.55529347 0.36648224 0.57281901 0.44397655 0.47903717] [ 0.6911069] [ 0.22808024 0.3706525 0.5502409 0.56727496 0.62816046 0.70894634 0.26398131 0.42419349 0.28671016 0.73414944] [-0.28577926] [ 0.39355391 0.64840778 0.41892705 0.65337774 0.4307821 0.70896136 0.4926669 0.52962759 0.41835366 0.47800936] [ 0.01875928] [ 0.44685233 0.68977368 0.39136578 0.68341187 0.38358962 0.52270482 0.37196066 0.32034992 0.43278972 0.71509144] [ 0.11726834] [ 0.25772928 0.37575667 0.62066386 0.477192 0.47745619 0.60388337 0.38084939 0.41982732 0.39359132 0.45819229] [-0.3875861] [ 0.43475028 0.72160454 0.3926996 0.61442148 0.31648424 0.62747231 0.54734412 0.69181556 0.49063662 0.38437653] [-0.11132465] [ 0.37495136 0.72667394 0.43983623 0.6749574 0.50230428 0.67573331 0.44830944 0.42781883 0.67342123 0.58454776] [-0.35435891] [ 0.6980481 0.60297185 0.53391112 0.41413578 0.38762115 0.37550586 0.44199838 0.5545842 0.65544003 0.42848621] [-0.51032135] [ 0.73862112 0.282796 0.63639784 0.37055362 0.54968489 0.38994137 0.64327278 0.47213621 0.34141377 0.48702675] [ 0.05690777] [ 0.69496699 0.58575324 0.50433768 0.41586429 0.3852442 0.39531057 0.43819266 0.49396629 0.61962606 0.39241903] [-0.28120771] [ 0.72473791 0.73834189 0.52363513 0.60019892 0.43473766 0.31030905 0.523937 0.6674544 0.70626303 0.64504663] [ 0.29350486] [ 0.44072438 0.56037222 0.53464251 0.49545934 0.43428413 0.59865297 0.59823802 0.57118637 0.4695445 0.56918658] [-0.2866235] [ 0.5849139 0.63927011 0.41516134 0.49046969 0.32989015 0.30827531 0.44974821 0.49113195 0.55863007 0.49695868] [-0.48459816] [ 0.5901779 0.31188331 0.67415596 0.32440696 0.51678669 0.53310223 0.49257057 0.53620013 0.40843238 0.41608844] [-0.03172045] [ 0.36525559 0.26326971 0.70914373 0.28952233 0.55284179 0.60333801 0.45385089 0.43109436 0.33833068 0.43867764] [ 0.48927967] [ 0.50427622 0.66091844 0.47484692 0.46505842 0.30352067 0.39201661 0.44132566 0.62454451 0.54705653 0.41312003] [-0.09298363] [ 0.60920388 0.5839811 0.60129787 0.42928033 0.50313461 0.46621203 0.54659987 0.57208517 0.50572433 0.48463429] [-0.94095615] [ 0.40250474 0.38735193 0.55015237 0.48620202 0.39148526 0.53928896 0.50686688 0.65593605 0.47842261 0.24590999] [-0.02370556] [ 0.63020491 0.51875237 0.56649543 0.28245797 0.43641105 0.51594901 0.53807351 0.61152088 0.48281645 0.40228501] [ 0.62835738] [ 0.54351578 0.62201657 0.60544103 0.44356101 0.51087989 0.57361949 0.45900514 0.57401021 0.44633189 0.55777688] [-0.49029517] [ 0.47133939 0.61069225 0.43992942 0.61687346 0.30805642 0.60951662 0.30448622 0.52969134 0.4702378 0.51444081] [-0.47768301] [ 0.56908841 0.57607513 0.48100874 0.42225113 0.53712966 0.63181739 0.44354754 0.51086924 0.38033753 0.60926714] [ 0.04197401] [ 0.23779295 0.38076972 0.60457703 0.47663723 0.46986534 0.64413608 0.52056438 0.39629362 0.41746541 0.49376751] [ 0.45435461] [ 0.1939012 0.63589966 0.54897458 0.50779017 0.43553447 0.79502717 0.40957831 0.35817819 0.54740156 0.6818939 ] [-0.18385903] [ 0.31742165 0.6161546 0.52536196 0.44007452 0.42791084 0.51050783 0.36254392 0.47144349 0.54380294 0.43644851] [-0.1589745] [ 0.66856468 0.55844725 0.62891097 0.30112587 0.52414378 0.47900086 0.42335664 0.6057691 0.479983 0.53248709] [ 2.40559313] [ 0.81056996 0.37438874 0.67892633 0.14511017 0.37872882 0.33979356 0.59028003 0.64399884 0.529608 0.32008784] [-0.43442406] [ 0.66464383 0.52642809 0.68464852 0.2001481 0.53391043 0.33345806 0.5151027 0.62516902 0.49562813 0.52612809] [-0.54203171] [ 0.46832302 0.79904776 0.32426268 0.5330213 0.38482869 0.55145462 0.33241909 0.53606273 0.57200736 0.64027257] [-0.84850674] [ 0.66113503 0.62746635 0.48635637 0.55117068 0.35002572 0.66114179 0.44794234 0.58747208 0.46200965 0.53910456] [-0.97700144] [ 0.32451712 0.63622311 0.47518436 0.41793977 0.44388255 0.39799169 0.54267077 0.49803498 0.64183136 0.37435516] [-0.01429423] [ 0.335804 0.3620899 0.63770368 0.52621575 0.53264941 0.3865877 0.43816958 0.43480653 0.44462938 0.59241918] [-0.06231378] [ 0.29007975 0.72077495 0.35915533 0.57299319 0.42145589 0.55387748 0.398047 0.38124302 0.61802928 0.68547562] [ 0.00655701] [ 0.36287834 0.37973875 0.7019139 0.42412715 0.47704165 0.58632044 0.43842857 0.4087914 0.33633377 0.50567287] [ 1.20872729] [ 0.6021515 0.75914548 0.46309754 0.56339496 0.33656583 0.35750393 0.53395266 0.75238344 0.73181581 0.33120867] [-0.12035521] [ 0.6059362 0.44924382 0.67693713 0.31606219 0.61111477 0.54280382 0.4735174 0.54513869 0.36790232 0.56236265] [ 0.42891648] [ 0.19278771 0.60196616 0.45550438 0.67675318 0.54793928 0.7473681 0.40261934 0.38088447 0.58270342 0.59937306] [ 0.39198842] [ 0.41000076 0.60641259 0.41105696 0.71223528 0.33699203 0.60848928 0.35973027 0.40588554 0.52673706 0.56440273] [-0.22953768] [ 0.35434025 0.46997699 0.55989004 0.47489697 0.50227061 0.49397063 0.42598755 0.40750582 0.59086904 0.39333797] [-0.0227896] [ 0.33296037 0.61189526 0.44931251 0.55092712 0.32085867 0.45609992 0.50000605 0.44996736 0.51433109 0.4855012 ] [ 0.10305824] [ 0.62831472 0.60762425 0.5016817 0.39224944 0.42365513 0.43548408 0.41932682 0.48123436 0.55766894 0.61358343] [-0.37594695] [ 0.34779 0.52009938 0.52170887 0.369531 0.39113157 0.47322796 0.41012009 0.50586209 0.47857784 0.34989422] [-0.35593992] [ 0.57599159 0.54200282 0.45726704 0.4695848 0.31967406 0.42014424 0.48708947 0.53984432 0.4811068 0.49617017] [-0.1439718] [ 0.6360949 0.7117618 0.49795672 0.32931988 0.34581559 0.46704022 0.52029814 0.51462648 0.58650223 0.59606772] [-0.04648802] [ 0.67419 0.66926634 0.54316825 0.48286614 0.3589567 0.54982074 0.59655467 0.66396551 0.60178314 0.4954993 ] [-0.03243105] [ 0.29407123 0.6935064 0.33008407 0.72732834 0.3838302 0.54028671 0.40534048 0.35117521 0.47400864 0.55570998] Progress: 49.4% ... Training loss: 0.324 ... Validation loss: 0.524[-0.38614226] [ 0.3687244 0.4478471 0.63231375 0.37942182 0.49661044 0.49640435 0.45678083 0.45468867 0.45024462 0.48268313] [ 0.59979974] [ 0.17655338 0.3863748 0.68902346 0.50455056 0.56175567 0.78563184 0.39013284 0.2719798 0.36322801 0.58677389] [-0.12700073] [ 0.29949897 0.4039119 0.48348011 0.58943036 0.54639756 0.77221886 0.43630499 0.52769322 0.47668078 0.45840386] [ 0.25990336] [ 0.69168625 0.48851663 0.64781061 0.27045196 0.3443923 0.38824685 0.62592295 0.65919656 0.558455 0.40406212] [-1.03479965] [ 0.56439251 0.45855341 0.56740159 0.53161925 0.54111679 0.44755624 0.52410641 0.59335212 0.49124946 0.28332855] [-0.13419093] [ 0.73337799 0.64289947 0.49874273 0.3380574 0.38237516 0.25068597 0.55918765 0.61898608 0.60820209 0.46257102] [-0.19766589] [ 0.30246185 0.53010536 0.50831671 0.51369057 0.3531887 0.52755894 0.44022604 0.62882832 0.52598603 0.38247449] [-0.00819739] [ 0.43848338 0.6633779 0.42408761 0.55179784 0.47737969 0.61843626 0.45780796 0.49286071 0.56598693 0.55988883] [-0.13354165] [ 0.30096789 0.57110432 0.42215928 0.64690584 0.45768534 0.6578679 0.54500936 0.57980675 0.43956803 0.52930298] [-0.61335044] [ 0.40100495 0.5459502 0.51081667 0.37432666 0.29295455 0.45625272 0.47273193 0.67759666 0.50226091 0.36575571] [-0.65089396] [ 0.47657699 0.60814642 0.48168709 0.64501551 0.33268111 0.55678889 0.43130213 0.41211772 0.56810047 0.48817363] [-0.01873224] [ 0.43619832 0.49959411 0.50064559 0.45059532 0.42275762 0.50854546 0.62006386 0.54541152 0.51088106 0.42745956] [ 0.71039813] [ 0.28597694 0.6613586 0.40217791 0.62693919 0.40032448 0.58522299 0.41625821 0.52982811 0.497204 0.55006498] [-0.1882069] [ 0.58896693 0.54949063 0.54971186 0.48236396 0.46758377 0.49049548 0.59833662 0.55082912 0.43034396 0.63608503] [-0.3359737] [ 0.29452535 0.67159468 0.43442599 0.71070089 0.41453715 0.52146576 0.45930404 0.65934897 0.55561976 0.44255906] [ 0.18002879] [ 0.63418128 0.76337172 0.42274143 0.51738617 0.34132269 0.3585453 0.49276929 0.55470403 0.62345458 0.64846004] [-0.84660408] [ 0.42516073 0.73002283 0.31755194 0.66967362 0.39297745 0.56475466 0.43867153 0.58748211 0.56776384 0.4316903 ] [-0.73448064] [ 0.40152537 0.60058837 0.53536852 0.55163613 0.28195596 0.5069038 0.39773055 0.48373222 0.43610987 0.43065126] [ 0.1017537] [ 0.42566955 0.58444823 0.61161536 0.54041206 0.60032958 0.746627 0.53418205 0.38027099 0.50185206 0.61589651] [-0.10737717] [ 0.51406348 0.52467054 0.63109989 0.32978396 0.36197014 0.48324913 0.53343238 0.53831304 0.5610582 0.38242005] [-0.14229781] [ 0.26579067 0.50707591 0.49480603 0.51621959 0.44159404 0.7173798 0.4459844 0.5976057 0.5119259 0.44887265] [ 0.33622369] [ 0.51982291 0.57381587 0.50150564 0.52188125 0.26830603 0.37441557 0.51465882 0.59764756 0.53272361 0.40178161] [ 0.19023869] [ 0.43341237 0.49359234 0.62921965 0.41631187 0.53222973 0.59759043 0.34928988 0.43129375 0.50453795 0.55903801] [-0.37894748] [ 0.40088108 0.59132147 0.38463767 0.63005829 0.44311836 0.7071058 0.40985782 0.64902608 0.62049216 0.42338522] [-0.26184597] [ 0.41735806 0.55797345 0.56619991 0.46380031 0.44136774 0.63126002 0.51452542 0.53490925 0.4172316 0.48885278] [ 0.47959332] [ 0.17219041 0.58180003 0.48210081 0.47523553 0.52254599 0.77039175 0.39790898 0.32311087 0.53393338 0.63586666] [-0.07545239] [ 0.56496221 0.61514955 0.571538 0.46924159 0.30323056 0.34516379 0.43918035 0.51881131 0.58267116 0.39953428] [ 0.14771246] [ 0.79470724 0.4236029 0.61236057 0.33114028 0.36538643 0.32772207 0.60243481 0.70764965 0.46051757 0.43247426] [-0.07003383] [ 0.38700942 0.45473998 0.49542845 0.40711 0.44087843 0.56568091 0.48208422 0.63089568 0.56417689 0.37027497] [-0.39988295] [ 0.60767809 0.52451618 0.62967019 0.5165203 0.48777263 0.65714149 0.45369027 0.51177418 0.43155128 0.57149551] [ 0.59678342] [ 0.82301371 0.44506111 0.6116299 0.2401373 0.28543483 0.38270294 0.53978566 0.62334151 0.53243297 0.37592102] [ 0.29389852] [ 0.25555455 0.45882789 0.59194462 0.49271326 0.49158611 0.6082841 0.3955306 0.41857557 0.52965519 0.60157574] [-0.10773488] [ 0.49187212 0.53650462 0.40376549 0.47481374 0.30269356 0.51363698 0.4339662 0.44311989 0.44114759 0.43811864] [ 1.83394781] [ 0.71592145 0.43288965 0.60207647 0.33015982 0.35346987 0.28617536 0.50093387 0.55781192 0.4227923 0.3935954 ] [-1.35230964] [ 0.53135298 0.51499303 0.5686694 0.38074455 0.40100108 0.38335887 0.60274565 0.67683304 0.51214939 0.29320669] [-0.59297749] [ 0.71045833 0.55647731 0.55552165 0.38068748 0.28021303 0.41424091 0.57370991 0.5365158 0.60623407 0.42726538] [ 0.71430088] [ 0.21908045 0.61604558 0.47813162 0.63477808 0.37276666 0.49139519 0.42069227 0.49833227 0.66306725 0.39456186] [ 0.84654242] [ 0.56839278 0.59998928 0.52476876 0.51837514 0.3792597 0.49899274 0.39202496 0.41014324 0.57149649 0.52439689] [-0.01948269] [ 0.64068004 0.69512127 0.49138317 0.33324207 0.44197241 0.54724372 0.53699821 0.52550336 0.54871579 0.50395882] [ 0.28798472] [ 0.35399602 0.43108165 0.53236601 0.33538737 0.45258255 0.45532548 0.36376715 0.42810323 0.42448157 0.33394103] [-0.29574493] [ 0.29163037 0.31917242 0.63927664 0.40353048 0.62011572 0.57574635 0.49195621 0.29070284 0.39668398 0.41030045] [ 0.05488298] [ 0.26488975 0.54251055 0.42310261 0.65496048 0.44376239 0.74280184 0.35766147 0.52042182 0.40021792 0.52584786] [ 0.17721952] [ 0.31693637 0.61287351 0.47378156 0.57539647 0.33981264 0.69068191 0.41484566 0.36052502 0.5709949 0.62757751] [ 0.61108179] [ 0.44476038 0.4473236 0.47449341 0.53866756 0.2748928 0.37762834 0.48326228 0.49367067 0.57713189 0.28147418] [ 0.60317385] [ 0.68863659 0.71431689 0.5561542 0.42159724 0.39838414 0.4461361 0.60432318 0.61433967 0.63525164 0.58808055] [ 0.4761064] [ 0.4087365 0.61670914 0.41660925 0.54383578 0.37016047 0.3562713 0.56796853 0.66946193 0.57137208 0.35263882] [-0.61434266] [ 0.66020721 0.75205076 0.43388935 0.4450288 0.35363514 0.40080403 0.40596379 0.55822854 0.66613115 0.4884123 ] [ 0.05108302] [ 0.26758018 0.4914977 0.48279274 0.63722648 0.46096619 0.54921856 0.39577175 0.40127135 0.48620375 0.48463848] [-0.019939] [ 0.54600832 0.57369548 0.52865288 0.49187655 0.36610259 0.5844102 0.53951214 0.65837671 0.47731244 0.4710067 ] [ 0.41140113] [ 0.53934822 0.40261148 0.64413248 0.27569255 0.52986857 0.45759812 0.46692989 0.48297268 0.50186746 0.46369218] [-0.97659663] [ 0.41461978 0.4460514 0.5490303 0.4854401 0.34312045 0.45694922 0.50639681 0.64040218 0.53219897 0.23610014] [-0.14913441] [ 0.4916198 0.58923112 0.41671731 0.63258237 0.48229342 0.60235045 0.50935409 0.56873357 0.44174331 0.52972383] [ 1.05640197] [ 0.62809015 0.62133232 0.4122179 0.54185622 0.28003906 0.32240779 0.45568369 0.48317106 0.61110483 0.4092662 ] [ 0.455388] [ 0.40247575 0.21808488 0.67903261 0.47408253 0.48923941 0.50441095 0.42684449 0.42826384 0.37053498 0.54431478] [ 0.08936062] [ 0.30939477 0.7437627 0.30904681 0.67041839 0.28312637 0.5132387 0.41145874 0.53762901 0.61144626 0.55185235] [-0.88468257] [ 0.46761676 0.69541166 0.45921127 0.55092729 0.30882614 0.44384026 0.41042841 0.59931536 0.5447717 0.50326438] [ 0.94165413] [ 0.48471099 0.64312534 0.41205141 0.52549271 0.34685731 0.30072401 0.4207262 0.55525049 0.52604805 0.44348765] [-0.13685056] [ 0.65392783 0.5476383 0.63317036 0.38019705 0.58307466 0.53791877 0.50323149 0.54168786 0.58593951 0.49830065] [ 0.79592737] [ 0.75784232 0.52978754 0.538856 0.5189512 0.45081114 0.26675222 0.51830154 0.63164431 0.57958425 0.52489452] [-0.04009911] [ 0.49002532 0.4483595 0.60090563 0.42258498 0.41549059 0.49983056 0.45326186 0.42403696 0.43038153 0.369504 ] [ 1.17314871] [ 0.66748038 0.49321966 0.57787101 0.46384626 0.34564744 0.3857797 0.46820529 0.45010279 0.4591413 0.35367107] [-0.8847895] [ 0.36535052 0.28416175 0.75348725 0.35572427 0.41426411 0.50694207 0.45389176 0.51225014 0.34846317 0.34258741] [-0.30332913] [ 0.69390719 0.77185186 0.58366626 0.46164974 0.37104894 0.4390719 0.54096634 0.56747994 0.71924997 0.48126138] [-0.36897713] [ 0.36289233 0.28815913 0.68561759 0.41245732 0.47838989 0.58690117 0.39020391 0.37340553 0.33853749 0.41976624] [-0.0779402] [ 0.56396893 0.36236819 0.53741004 0.32439992 0.37341809 0.38106104 0.4864462 0.48673917 0.42387687 0.30584662] [-0.54808496] [ 0.71873135 0.44707044 0.65816812 0.2049 0.37230063 0.39178712 0.58601643 0.7138376 0.58713692 0.39545765] [-0.25190209] [ 0.48314453 0.48152544 0.53199097 0.33526834 0.46207028 0.48151678 0.54690945 0.49908387 0.36634009 0.46930518] [-0.10181072] [ 0.48451105 0.59039409 0.44235538 0.60424102 0.36436057 0.56175651 0.54286208 0.61775458 0.50598951 0.41687769] [-0.22438512] [ 0.36834794 0.72403954 0.38657069 0.61869806 0.30401837 0.66049361 0.4808333 0.57666601 0.46750862 0.54979048] [-0.04396382] [ 0.41319042 0.70051349 0.39363099 0.54187689 0.42392474 0.49165594 0.36661883 0.48869337 0.51869885 0.69992624] [-0.00020945] [ 0.23848959 0.38073284 0.60516183 0.47548728 0.46880438 0.64282086 0.52135303 0.39868809 0.41841041 0.49159515] [ 0.06567886] [ 0.3273009 0.73818132 0.31647443 0.64930183 0.40936598 0.61310124 0.37293095 0.49911293 0.50136867 0.68514895] [-0.19614054] [ 0.4174554 0.54616224 0.52135743 0.35264212 0.41154677 0.55859709 0.42033173 0.59625328 0.56894788 0.45463901] [ 0.02736524] [ 0.25901543 0.52671381 0.49491407 0.5224678 0.49691037 0.60916671 0.42510486 0.30245085 0.40094712 0.5085866 ] [-0.48184093] [ 0.5244118 0.78432964 0.34148601 0.62062739 0.31223614 0.52914615 0.34888496 0.47800255 0.60502377 0.60101068] [-0.6082432] [ 0.48741495 0.64152971 0.43198814 0.60299862 0.35144202 0.51888068 0.36859309 0.47684672 0.5517019 0.47744947] [ 0.25384036] [ 0.31197138 0.60004711 0.449528 0.53453 0.46111121 0.47287916 0.47835779 0.55277777 0.6587265 0.38116908] [-0.10283572] [ 0.42376081 0.44592293 0.55612417 0.40453041 0.42998088 0.56578299 0.40985315 0.43795862 0.38313015 0.50983559] [ 0.17201281] [ 0.371784 0.58883167 0.46125234 0.56803663 0.41290837 0.60118598 0.42382085 0.64401016 0.66323714 0.44720623] [-0.06325132] [ 0.43184327 0.38246164 0.67741969 0.35925416 0.48991653 0.64511221 0.43728598 0.44524952 0.34560841 0.44660434] [-0.61926201] [ 0.4932141 0.61341003 0.57008199 0.66528454 0.4707294 0.61226191 0.41240188 0.49520171 0.5416577 0.4897726 ] [ 0.04016643] [ 0.37020255 0.48846839 0.54459898 0.39556759 0.52732889 0.41706343 0.55446899 0.42370494 0.56263687 0.32679825] [-0.56761309] [ 0.4200573 0.76517923 0.29688487 0.75431085 0.29497173 0.36787679 0.42198884 0.50637537 0.50520282 0.72461219] [-0.20617891] [ 0.57790867 0.50991674 0.49546673 0.31078453 0.46792958 0.5793794 0.53081722 0.523215 0.40031169 0.46878285] [-0.21577977] [ 0.50068472 0.54899798 0.53498409 0.53325672 0.4129285 0.59757222 0.32560124 0.62144773 0.58645941 0.47827473] [-0.20712265] [ 0.38623547 0.75441085 0.34611684 0.68314458 0.28244424 0.50324542 0.37761864 0.57358812 0.54862959 0.68315725] [ 0.02421419] [ 0.38955544 0.5632616 0.4925753 0.52506389 0.439016 0.71357657 0.42398473 0.62312149 0.46034903 0.47987004] [-0.14215993] [ 0.7136105 0.51676508 0.66247123 0.2751727 0.50083445 0.60535619 0.59898596 0.51681892 0.56007915 0.53568221] [ 0.57073865] [ 0.74936857 0.47409208 0.57120974 0.23342592 0.39562165 0.27084513 0.53262577 0.53818444 0.56116848 0.32420805] [ 0.00822542] [ 0.42419137 0.58771006 0.50216622 0.59729186 0.27842179 0.5264663 0.34157005 0.42873411 0.41428021 0.47443202] [-1.12752003] [ 0.55410893 0.637989 0.4658052 0.57049998 0.25075608 0.3858049 0.46017417 0.52104046 0.62457224 0.37667028] [-0.40564191] [ 0.72516476 0.40613537 0.57865392 0.35309972 0.26401687 0.44743825 0.46772048 0.61182845 0.3840734 0.34976098] [ 0.08882006] [ 0.51307985 0.74643775 0.42418396 0.55887626 0.27529721 0.46937847 0.58997567 0.70250547 0.59939439 0.42607562] [ 0.22993691] [ 0.40289636 0.58414291 0.46020529 0.61260087 0.42320798 0.50846943 0.41445293 0.64755235 0.65497316 0.49855643] [ 0.30061605] [ 0.39722828 0.46824976 0.67910823 0.30703677 0.59482736 0.59702055 0.4350397 0.44979591 0.49594926 0.60152441] [ 0.34293221] [ 0.65120944 0.59599652 0.42452156 0.47241608 0.28517629 0.40824629 0.53197605 0.5757456 0.65031738 0.34833488] [-0.37058725] [ 0.40846386 0.60358285 0.51229265 0.52895858 0.48618679 0.52225292 0.51451993 0.49708866 0.58382832 0.50637316] [ 0.19539481] [ 0.2939301 0.75397729 0.3665996 0.67545094 0.32873585 0.62161642 0.42936195 0.6418984 0.56641287 0.55157804] [-0.45745358] [ 0.69905163 0.60819035 0.50938269 0.48204606 0.32040624 0.39639637 0.49800398 0.55706903 0.52251018 0.50667319] [-0.47064915] [ 0.70564583 0.7274376 0.53761132 0.56202332 0.4945072 0.45358277 0.43028327 0.56546218 0.67487319 0.44201051] [ 0.25645269] [ 0.65006385 0.44296213 0.62219279 0.40657247 0.38133239 0.44318391 0.49718479 0.68412773 0.49886463 0.3145074 ] [-0.28604624] [ 0.46248275 0.57165645 0.46361135 0.4708763 0.37114353 0.4954967 0.47001786 0.3183524 0.60470823 0.46359683] [ 0.39168602] [ 0.78881416 0.63754613 0.61518588 0.25232311 0.45699374 0.42594005 0.69132469 0.63150639 0.61646711 0.43765587] [ 0.08380102] [ 0.25700316 0.39271644 0.60145027 0.60855371 0.43609183 0.63991054 0.34316435 0.36520177 0.48158102 0.42268361] [ 1.21935258] [ 0.73077346 0.67798963 0.44085706 0.45463013 0.23897899 0.34660944 0.51000804 0.64681823 0.68060825 0.32550073] [-0.20075928] [ 0.59224363 0.48336043 0.66063402 0.37386997 0.55742735 0.42573397 0.44090007 0.56604182 0.44824948 0.4328042 ] [-0.21004843] [ 0.40555668 0.59210437 0.48850145 0.42797261 0.4376489 0.63078545 0.40378327 0.69206489 0.51695019 0.5446972 ] [-0.02399877] [ 0.5861159 0.73795316 0.35629223 0.38690873 0.34911665 0.62038841 0.39794615 0.55512113 0.55001058 0.60828176] [-0.08983199] [ 0.29614446 0.64116955 0.3662922 0.64338572 0.43813234 0.67417885 0.437491 0.49230911 0.40902656 0.5356957 ] [-0.81308762] [ 0.47436618 0.63575125 0.41723189 0.54101455 0.44044046 0.49819544 0.39066476 0.60679057 0.4144007 0.56604477] [ 0.15825509] [ 0.39528925 0.67721459 0.48553085 0.53443115 0.4066153 0.54294408 0.39228406 0.47079124 0.46374004 0.66036358] [ 0.18103376] [ 0.24202878 0.56306441 0.51985148 0.55378911 0.4256734 0.68722977 0.44431309 0.43046759 0.45030545 0.59990237] [ 0.35503187] [ 0.5928658 0.69488534 0.51647234 0.40141199 0.30245572 0.44009926 0.54520671 0.60940324 0.62349164 0.46194543] [-0.00683926] [ 0.60384576 0.63049819 0.46681908 0.57975109 0.30297125 0.46870443 0.37025924 0.47205972 0.59751785 0.45243828] [ 1.08673951] [ 0.55472611 0.4527973 0.51139564 0.36935775 0.38441682 0.4262622 0.47156754 0.45751895 0.44945296 0.40836906] [ 0.28349854] [ 0.50467837 0.63064007 0.48677109 0.57260069 0.30279208 0.47844978 0.50888086 0.46690246 0.56281678 0.5425244 ] [-0.18270423] [ 0.2506483 0.39116399 0.50050346 0.63283915 0.41643956 0.6724481 0.36281579 0.47848761 0.42600276 0.43891336] [ 0.04585978] [ 0.69254597 0.62528613 0.59805784 0.30200318 0.42777921 0.66882903 0.54719526 0.56439336 0.49043315 0.57908845] [-0.27506183] [ 0.49048521 0.54417702 0.54721215 0.38483606 0.39374669 0.53350219 0.56716224 0.45786807 0.55467038 0.43110449] [ 0.24205042] [ 0.31035064 0.51360462 0.46763172 0.59075126 0.40491804 0.38233112 0.48182278 0.53204745 0.55728517 0.39970979] [-0.12160313] [ 0.33583975 0.52057439 0.41228813 0.62045773 0.35587338 0.73310657 0.38385283 0.55269962 0.37013232 0.54738385] [ 0.14594572] [ 0.45469115 0.49977936 0.46915677 0.44998409 0.36828277 0.42303106 0.47637317 0.5189533 0.54196745 0.39833182] [-0.30469618] [ 0.38298147 0.72072767 0.35756956 0.66021714 0.39929636 0.66770498 0.39243853 0.60819084 0.51152128 0.61034325] [-0.08302073] [ 0.56272378 0.4969192 0.4889118 0.442236 0.39299159 0.41954782 0.63409864 0.68046707 0.45695471 0.29244761] [-0.58235421] [ 0.47180839 0.64573586 0.4931832 0.50063956 0.38747186 0.53712155 0.46708605 0.42374687 0.61669731 0.64476462] [ 0.04697665] [ 0.3109342 0.71705323 0.34778934 0.62071341 0.44171125 0.77353839 0.3046468 0.64827954 0.54589144 0.66900546] [ 0.2192042] [ 0.7016162 0.52947127 0.48578356 0.37678684 0.32996391 0.33064897 0.52890517 0.46746314 0.56602391 0.40210689] [-0.50968079] [ 0.47281919 0.78452241 0.45463932 0.50897915 0.47292942 0.58173602 0.52371661 0.45399557 0.55063313 0.61861799] Progress: 49.7% ... Training loss: 0.326 ... Validation loss: 0.523[ 0.2694732] [ 0.77198803 0.53687235 0.59238665 0.30139468 0.37116025 0.40570569 0.5481742 0.51426424 0.64708949 0.42395244] [ 1.53769253] [ 0.50131679 0.43992017 0.4547028 0.5424074 0.30698022 0.31410218 0.42140212 0.42215918 0.56933807 0.27022957] [ 0.16880038] [ 0.26202245 0.74793563 0.42110041 0.68077185 0.43473785 0.69169573 0.4585425 0.53067028 0.5215965 0.67275026] [ 0.30651083] [ 0.31547579 0.67144609 0.43392652 0.66349228 0.30956543 0.66303206 0.37726979 0.36551798 0.60318006 0.62810851] [ 0.8680282] [ 0.49927649 0.73663134 0.43629843 0.55151569 0.23986151 0.55256881 0.42159672 0.6690855 0.53124781 0.54105779] [ 0.16209437] [ 0.67972972 0.59797784 0.52753469 0.43291562 0.25811729 0.49498816 0.44893993 0.41399913 0.49937356 0.49111647] [ 0.00971883] [ 0.31212098 0.652676 0.36208962 0.69907115 0.51205354 0.66655548 0.49378917 0.46039119 0.36584486 0.50756114] [-1.28183538] [ 0.45743818 0.55453652 0.52655759 0.22165578 0.35931249 0.40024157 0.47216075 0.58932798 0.52549584 0.38733113] [-0.53036165] [ 0.43738706 0.5317055 0.52754045 0.56498598 0.40878154 0.53854622 0.3890399 0.41147255 0.48783561 0.46717148] [ 0.13953154] [ 0.75351486 0.62310605 0.52258164 0.4059527 0.30993721 0.46418499 0.49071811 0.46012432 0.64114656 0.50812393] [-0.29979607] [ 0.42808915 0.49508321 0.48746956 0.41695711 0.41228277 0.50200371 0.47831942 0.66317285 0.43060351 0.34435906] [-0.38454158] [ 0.66700591 0.65433696 0.51750147 0.39275364 0.41063891 0.40802177 0.54936773 0.63216035 0.48067579 0.59157721] [ 0.06963474] [ 0.29752828 0.61726118 0.54930894 0.39003208 0.51821636 0.63868508 0.48263532 0.48433381 0.50867342 0.66737331] [-0.18051401] [ 0.68918312 0.66993279 0.56388642 0.57072645 0.44664745 0.47991921 0.43779495 0.62510038 0.68980845 0.45924728] [-0.16548295] [ 0.68338759 0.61166369 0.5803429 0.38491437 0.36918603 0.3731535 0.64783648 0.69004159 0.61982558 0.35771454] [-0.02377199] [ 0.81744546 0.52214783 0.57130302 0.27627499 0.25206866 0.3806917 0.53517459 0.65428049 0.5840022 0.38401059] [ 0.02573891] [ 0.33333788 0.38950528 0.57220561 0.40969333 0.63667333 0.64698973 0.39471388 0.41472005 0.31725447 0.55061898] [ 0.16248052] [ 0.2385412 0.65142873 0.47239288 0.73150504 0.32504318 0.71865066 0.33959823 0.44718948 0.56578197 0.51189143] [-0.23531636] [ 0.40767166 0.37862407 0.64766789 0.36452566 0.44516173 0.63435952 0.41850769 0.46982447 0.45405422 0.44916339] [ 0.48188335] [ 0.7018983 0.57407268 0.61939577 0.28957317 0.3953779 0.51472915 0.60040717 0.57347263 0.51275355 0.43397544] [-0.00061116] [ 0.64095286 0.46561289 0.56548958 0.44649292 0.41530218 0.43310563 0.57332576 0.58987977 0.5290694 0.38873138] [ 0.02827491] [ 0.39080945 0.32113904 0.65696196 0.30554916 0.62227079 0.65284269 0.39768818 0.53383713 0.42947674 0.45461604] [-0.21188168] [ 0.31924246 0.52386359 0.53634866 0.3390134 0.52957138 0.65572357 0.45860678 0.33917119 0.53539696 0.51937117] [-0.01685475] [ 0.40267324 0.48478131 0.47767326 0.54938047 0.31111936 0.48140752 0.41534197 0.56829163 0.44375161 0.43563883] [ 0.19204967] [ 0.22286863 0.40129988 0.5200746 0.65683568 0.45060572 0.51278603 0.46373278 0.42520416 0.4149104 0.53226792] [-0.02985153] [ 0.47425272 0.59334284 0.64367911 0.36986242 0.65864991 0.52287661 0.3715728 0.4446784 0.47800123 0.67508169] [-0.22134915] [ 0.69041937 0.47132439 0.54520341 0.249949 0.47124268 0.43676227 0.51268447 0.42903194 0.42836726 0.54082858] [ 1.66352181] [ 0.824699 0.45255859 0.62987324 0.29451332 0.35051634 0.36922546 0.60847798 0.76878497 0.46672564 0.30332422] [ 0.00151511] [ 0.70498532 0.42744968 0.62105774 0.39602878 0.495073 0.43101424 0.6442469 0.5230804 0.43183505 0.39840856] [-0.06547676] [ 0.33736614 0.58962469 0.54061055 0.61821893 0.35437047 0.62409571 0.34590502 0.50770641 0.57345371 0.46101222] [ 1.75464813] [ 0.55558849 0.73597585 0.5398613 0.42651041 0.40453218 0.48848844 0.48635351 0.57169015 0.57800312 0.52575833] [-0.48990706] [ 0.52130062 0.71224486 0.37297345 0.62890237 0.32239975 0.53258625 0.34177374 0.47032008 0.55425431 0.57185077] [-1.42289227] [ 0.45107567 0.52124134 0.45246694 0.50719994 0.3449782 0.3280106 0.46314947 0.53303486 0.58016556 0.30101105] [-0.0146215] [ 0.62549736 0.67321772 0.47552283 0.4754533 0.32781606 0.57891923 0.45820254 0.59665238 0.60597248 0.63562566] [ 0.96345039] [ 0.69868481 0.62524832 0.55914724 0.28711147 0.30150939 0.29711544 0.52823349 0.7422175 0.68941883 0.34335879] [ 0.271061] [ 0.74625957 0.64762193 0.53707185 0.37373287 0.33585345 0.39364253 0.57151281 0.45704841 0.64319213 0.44401594] [-0.190694] [ 0.35206019 0.57337753 0.40027483 0.55042425 0.33460369 0.53245115 0.46157765 0.52010486 0.51350211 0.51041908] [-0.10386271] [ 0.49857241 0.64624414 0.39231416 0.54794606 0.27351406 0.52123559 0.44901462 0.53337281 0.61837535 0.48387922] [-0.41152671] [ 0.32223265 0.52063071 0.36772337 0.62852321 0.41809695 0.64119656 0.37399494 0.53785744 0.49874656 0.34355193] [ 0.58720561] [ 0.58464105 0.76916078 0.51872934 0.45426641 0.40423366 0.53913856 0.54074802 0.63457839 0.61888486 0.61256633] [ 0.12030172] [ 0.32921973 0.6418254 0.36905821 0.66121821 0.37635671 0.57107133 0.34963702 0.48045902 0.45194116 0.4739121 ] [ 0.09287926] [ 0.42687082 0.62735374 0.48639852 0.50165439 0.45723377 0.49941307 0.50877652 0.51417939 0.48692431 0.37521735] [ 0.03151949] [ 0.55639172 0.1297625 0.79642948 0.24093613 0.61186902 0.52836369 0.47780803 0.34672061 0.28195982 0.37773433] [ 0.29624889] [ 0.52650623 0.39638532 0.51486682 0.51983011 0.27630365 0.41730754 0.43656864 0.63033211 0.39836201 0.2906742 ] [-0.11277875] [ 0.33986774 0.41119977 0.70568826 0.40373456 0.53616432 0.54533972 0.41283818 0.34350772 0.44661639 0.49990023] [-0.88924628] [ 0.80944744 0.66946349 0.60964255 0.39447196 0.42469224 0.4691231 0.58476907 0.60740184 0.70782653 0.46591347] [ 0.37819134] [ 0.49268373 0.49303512 0.66891722 0.36687844 0.55186362 0.59715819 0.37579703 0.43127245 0.48321678 0.54794674] [-0.23837746] [ 0.43721069 0.7900926 0.44067854 0.64030983 0.32890051 0.6242087 0.3878958 0.63888349 0.66106573 0.57943585] [ 0.37284534] [ 0.73057979 0.61499246 0.59524341 0.5330856 0.40336129 0.38627893 0.50337171 0.57781015 0.57310884 0.41665658] [-0.03799055] [ 0.50083395 0.53938459 0.49876164 0.53704192 0.33284944 0.50094921 0.34634241 0.4538146 0.47048126 0.46123004] [ 1.02212927] [ 0.61077547 0.74094807 0.57205842 0.48846745 0.45869674 0.56610158 0.41679377 0.56683746 0.6769522 0.61522856] [ 0.60502838] [ 0.75300582 0.23677452 0.76242697 0.17948172 0.36091192 0.39589816 0.55749107 0.66530904 0.43503849 0.24009023] [ 0.26308139] [ 0.73447584 0.54017329 0.55172674 0.39205652 0.39925373 0.23288636 0.53524152 0.70343914 0.60357602 0.32106792] [-0.04426536] [ 0.48835231 0.49747351 0.56703428 0.38153713 0.45844606 0.33900515 0.44307263 0.44519808 0.50608216 0.44117946] [ 0.57751855] [ 0.28105945 0.27310608 0.66893069 0.3937384 0.65163212 0.69376073 0.32381453 0.27782466 0.22836598 0.59303504] [-0.00220409] [ 0.41295309 0.54937638 0.46489389 0.45664352 0.48383475 0.51748376 0.39677024 0.50506806 0.48744018 0.41468004] [ 0.56348658] [ 0.5867864 0.51822997 0.6669703 0.40098869 0.52487493 0.43830449 0.45322985 0.55409731 0.44613034 0.39697948] [-0.48237299] [ 0.64380566 0.50255447 0.6331406 0.3957094 0.444315 0.45168847 0.48635137 0.50084706 0.61130912 0.41533513] [-0.00753647] [ 0.2642464 0.70558572 0.35648128 0.53378372 0.36586191 0.62882038 0.35102979 0.49100397 0.53376626 0.60022201] [-0.07421132] [ 0.50111384 0.50944528 0.49705012 0.33375476 0.44459566 0.64872643 0.5077779 0.5413375 0.35038515 0.48428221] [-0.22464448] [ 0.37578342 0.40969692 0.72426157 0.40564653 0.45729018 0.51717077 0.41547055 0.39193884 0.49043978 0.39989971] [-0.21256213] [ 0.25800674 0.59504344 0.41488348 0.58481749 0.42099249 0.59348706 0.47607516 0.61970949 0.60617907 0.46554896] [ 0.52651693] [ 0.5694805 0.61321277 0.48642484 0.52414746 0.38349745 0.37448443 0.46268344 0.51982157 0.51676384 0.60548392] [ 0.6842019] [ 0.17755668 0.54164465 0.48974276 0.72837791 0.4597607 0.81384412 0.36262958 0.36198912 0.39052159 0.55704382] [-0.38536083] [ 0.67560753 0.64991245 0.51237034 0.42938034 0.36750106 0.4492857 0.48793722 0.4670668 0.55525716 0.53767497] [ 1.00185952] [ 0.75303485 0.59299957 0.61219772 0.25567235 0.33637453 0.38242308 0.6250633 0.65586561 0.58942735 0.45098666] [-0.70969631] [ 0.55255894 0.43562719 0.51857778 0.44982309 0.30303102 0.22751919 0.48141244 0.66792417 0.52903753 0.21733815] [-0.3374035] [ 0.49114416 0.54280421 0.49511579 0.6933564 0.51512209 0.58755839 0.38631812 0.52653153 0.37098248 0.53486192] [ 0.40570224] [ 0.18369075 0.58796938 0.37031816 0.71752794 0.42095714 0.55141321 0.37864326 0.40761046 0.51160998 0.67863042] [-0.40603693] [ 0.46668318 0.68545901 0.41924609 0.61180263 0.41596031 0.46563309 0.42495193 0.3909215 0.49039949 0.65873288] [ 0.51608882] [ 0.21144034 0.62229969 0.48661204 0.6017338 0.44456227 0.65201922 0.37381863 0.45700149 0.60846129 0.54061116] [-0.00840607] [ 0.4830165 0.57483054 0.51876641 0.49258802 0.4024185 0.5647422 0.51799111 0.62951949 0.57410842 0.41215237] [ 0.08037171] [ 0.33696241 0.63799396 0.42445302 0.54387665 0.3545604 0.60085711 0.38999272 0.50146997 0.45599847 0.62188839] [-0.15726504] [ 0.60782285 0.49249138 0.60446514 0.39817723 0.4310426 0.49948322 0.42206342 0.54870154 0.52820097 0.50324159] [-0.47711522] [ 0.55763507 0.80715803 0.4582138 0.64612914 0.37200835 0.64733544 0.46407527 0.48829275 0.62727644 0.5747284 ] [-0.11165342] [ 0.48942866 0.62205335 0.51427778 0.5613292 0.52163505 0.54229743 0.4640627 0.47234795 0.5733804 0.59522295] [-0.18104284] [ 0.52910475 0.65870069 0.43005512 0.57808387 0.27679186 0.58128634 0.38688828 0.43769885 0.54154165 0.54185323] [ 0.07877682] [ 0.18727786 0.62048128 0.43647789 0.45847399 0.43239799 0.71071935 0.38679968 0.44181267 0.52763413 0.54811373] [ 0.37246537] [ 0.69646016 0.62017453 0.62776111 0.33427282 0.43134658 0.51563347 0.5729199 0.6250285 0.66398577 0.4966019 ] [ 0.33500312] [ 0.20291841 0.50347009 0.5107866 0.61441516 0.463605 0.65186807 0.35193025 0.4249541 0.43365862 0.57969715] [ 0.26301109] [ 0.7678511 0.67153881 0.54385939 0.17219138 0.32358531 0.28735927 0.60420496 0.6804193 0.66225332 0.42004601] [ 0.74261626] [ 0.21098439 0.68025815 0.45205056 0.61031962 0.63984743 0.69583182 0.34956524 0.3370895 0.35407663 0.66833315] [-0.90656972] [ 0.38484061 0.58601841 0.38325299 0.6242203 0.32755623 0.62031459 0.49387575 0.67594864 0.46500801 0.3677172 ] [-0.14326925] [ 0.50043507 0.54692456 0.53656371 0.41133943 0.44829783 0.667691 0.35693062 0.42567868 0.39147756 0.6235978 ] [-0.20878855] [ 0.54234948 0.59073801 0.49620635 0.51230486 0.42397187 0.7537458 0.45174835 0.55558679 0.44132144 0.64373533] [ 0.24100027] [ 0.27441281 0.49325358 0.44789362 0.35246556 0.48193919 0.69005881 0.39595651 0.34246448 0.39266986 0.55489122] [-0.00656556] [ 0.34559609 0.47736002 0.54421302 0.52961466 0.59417118 0.57669388 0.37274142 0.33754241 0.37500334 0.54104366] [ 0.10331734] [ 0.430275 0.65585547 0.58925971 0.41772711 0.52087508 0.70278882 0.53314143 0.40995929 0.57481889 0.66212437] [ 0.01820044] [ 0.35610088 0.37644195 0.65020024 0.30399251 0.5047986 0.63592407 0.43978804 0.3672279 0.31332984 0.52328513] [ 0.05993103] [ 0.28947644 0.60152584 0.59554245 0.60443355 0.35440756 0.53682552 0.39501979 0.51369705 0.62707937 0.43576383] [ 0.42353141] [ 0.43404058 0.58911255 0.48618743 0.46074364 0.32885698 0.39976857 0.43191235 0.51242732 0.53772106 0.44204227] [ 0.3721086] [ 0.38070082 0.58454924 0.42388916 0.60093162 0.38318129 0.52954988 0.41078383 0.68161598 0.5368125 0.48338774] [ 0.01361746] [ 0.44573045 0.60510339 0.40517648 0.52847918 0.33501436 0.47583977 0.46337861 0.56635691 0.5018672 0.42492164] [ 0.29279203] [ 0.65924367 0.6443919 0.51056958 0.54529168 0.27473935 0.46042192 0.41563905 0.55154018 0.65419233 0.44592117] [-0.20077338] [ 0.43716351 0.47811025 0.51674302 0.60091187 0.45737456 0.56234105 0.4397813 0.60176919 0.64160663 0.36507168] [-0.12731363] [ 0.42849629 0.44088215 0.68428211 0.36109715 0.65704467 0.6966564 0.41367667 0.44926024 0.39911302 0.55466988] [-0.33997838] [ 0.39322931 0.73833771 0.42849539 0.52527816 0.30635079 0.64666798 0.45159093 0.46894617 0.59335405 0.6590501 ] [ 0.08944639] [ 0.63822838 0.63248713 0.57655345 0.39779048 0.4931138 0.4546789 0.4627245 0.63130527 0.5065197 0.4997612 ] [-0.30799838] [ 0.47556782 0.6435154 0.41187358 0.50803858 0.29164523 0.57622509 0.53370971 0.61743619 0.50582652 0.41402694] [ 0.39189657] [ 0.41080539 0.29625763 0.70155752 0.37518366 0.46146778 0.56487064 0.41543962 0.41864416 0.43809573 0.36835442] [ 0.29385061] [ 0.21449798 0.64029004 0.40178295 0.65565838 0.44605089 0.66619446 0.34897747 0.47065589 0.47347945 0.60303619] [ 1.12275027] [ 0.58739143 0.69078743 0.56592294 0.44878815 0.49709524 0.4923135 0.46674697 0.62460963 0.54999392 0.57869717] [ 0.32259559] [ 0.44927201 0.59260745 0.50520365 0.56593498 0.3938906 0.50625948 0.31423076 0.44746786 0.53629885 0.51126547] [-1.00807398] [ 0.52238226 0.67186671 0.44932147 0.52032494 0.35426572 0.36916609 0.54889893 0.67604144 0.61950542 0.33811222] [-0.68438267] [ 0.79445619 0.64929575 0.63504632 0.45196857 0.45754724 0.53122204 0.50777622 0.66605264 0.64642436 0.53212591] [ 0.05947387] [ 0.53682915 0.61396926 0.45994575 0.63306276 0.41818544 0.6166452 0.54287059 0.63470085 0.53511258 0.51035843] [ 0.90635111] [ 0.70261312 0.61195136 0.5767901 0.29641144 0.45225559 0.48638989 0.53453016 0.57650757 0.59540187 0.4287851 ] [-0.0127826] [ 0.74828043 0.79412958 0.54791612 0.29993703 0.30650162 0.41190309 0.60812669 0.67512561 0.7176851 0.48018347] [ 1.45770612] [ 0.7760529 0.6780908 0.5670976 0.35030168 0.32308628 0.3033901 0.57333783 0.74020353 0.69192073 0.33661311] [ 0.1674694] [ 0.44244478 0.45466687 0.60943695 0.44479951 0.41837844 0.47255395 0.44556889 0.43306283 0.5450318 0.32766861] [-0.01570137] [ 0.34082316 0.71411655 0.34683718 0.65281126 0.33303729 0.63146126 0.35185453 0.42899761 0.53633308 0.60336523] [-1.00389373] [ 0.5886946 0.26510808 0.56505758 0.40264516 0.29990958 0.44551815 0.4470361 0.55058887 0.32753391 0.27173228] [ 0.14923531] [ 0.56427265 0.49514159 0.4869884 0.45973419 0.54821717 0.58142977 0.52786668 0.49092528 0.46855842 0.39551814] [ 0.26433658] [ 0.48275753 0.62728954 0.56235003 0.62162896 0.37737188 0.4517823 0.39970917 0.56661122 0.55864799 0.45538932] [ 0.03134701] [ 0.46241075 0.53207453 0.42658706 0.5634653 0.44005252 0.42420178 0.48665458 0.48170599 0.56309381 0.3168458 ] [-0.09818861] [ 0.5000328 0.20746296 0.6986915 0.40855453 0.39778113 0.53093133 0.40779421 0.52072085 0.38452148 0.27591958] [-0.15455955] [ 0.48460846 0.61656111 0.36751227 0.4920796 0.39306887 0.48675418 0.41212434 0.54402936 0.55664712 0.52439207] [ 1.14078435] [ 0.8403566 0.48980403 0.53996585 0.21020616 0.27351214 0.26169061 0.58288983 0.6219104 0.61965027 0.25786745] [-0.48247192] [ 0.54425927 0.56041359 0.57684259 0.4071066 0.58836954 0.47608192 0.46802791 0.46597841 0.51851007 0.53261843] [ 0.08922565] [ 0.43340177 0.52292682 0.50564471 0.3190763 0.50577965 0.73847787 0.37824761 0.51039217 0.42792512 0.62494023] [ 0.17283609] [ 0.36729012 0.69746918 0.29259817 0.73811869 0.39797522 0.46621987 0.43212451 0.30685651 0.49630539 0.77406739] [ 0.45062582] [ 0.28306322 0.36551564 0.50798371 0.59437743 0.45600558 0.54306497 0.43706634 0.45176323 0.33048409 0.43759142] [-0.00840607] [ 0.4830165 0.57483054 0.51876641 0.49258802 0.4024185 0.5647422 0.51799111 0.62951949 0.57410842 0.41215237] [-0.25897231] [ 0.57778189 0.73315424 0.43559948 0.55925425 0.31421891 0.48679329 0.44075984 0.49470942 0.60632188 0.56364084] [ 0.41358843] [ 0.16265051 0.29136423 0.63542228 0.52468045 0.47538531 0.6859723 0.3710029 0.26501767 0.40784417 0.4089444 ] [-0.13317953] [ 0.34602678 0.48905165 0.51807144 0.43279412 0.578583 0.51470548 0.39588168 0.29499702 0.39714764 0.51284053] [ 0.33162925] [ 0.30434484 0.66937045 0.54844704 0.42948517 0.48455933 0.77653937 0.38123459 0.51494694 0.49698196 0.68261636] [ 1.85415853] [ 0.65610126 0.49137873 0.57236835 0.3126481 0.32868681 0.28111169 0.47038623 0.47842732 0.5008371 0.31676955] Progress: 50.0% ... Training loss: 0.329 ... Validation loss: 0.511[-1.532595] [ 0.5424276 0.51958812 0.54774188 0.50311118 0.35849527 0.44857965 0.60769878 0.76249176 0.51293693 0.27465436] [-1.3088138] [ 0.49689156 0.6159956 0.51735057 0.50933026 0.47147831 0.40511365 0.50285189 0.56191137 0.61622679 0.35257832] [-0.11403465] [ 0.60135284 0.5719758 0.59845723 0.2167468 0.36297418 0.32820607 0.54677043 0.61709353 0.5822048 0.34310904] [ 0.75643106] [ 0.46296517 0.70416036 0.45833665 0.65482996 0.42944239 0.51599653 0.44052669 0.65758706 0.54079677 0.39514782] [ 0.21466651] [ 0.24727371 0.79064948 0.34641967 0.71840739 0.52885645 0.71618469 0.37035593 0.53921417 0.57830198 0.64553143] [-0.04016664] [ 0.38092998 0.41524265 0.55451704 0.32844441 0.40186375 0.47685722 0.47903745 0.58457638 0.46049509 0.31679232] [ 0.77866649] [ 0.62018527 0.74074749 0.57562173 0.48276023 0.45198163 0.55026787 0.42277633 0.58012754 0.6827779 0.60302866] [ 0.53155099] [ 0.64179209 0.67753549 0.51482147 0.57764615 0.33270298 0.55076422 0.53002372 0.66198392 0.6147954 0.48208627] [-0.31217981] [ 0.62778218 0.53982798 0.58808785 0.44894914 0.39144421 0.31204206 0.51487254 0.64958423 0.53040822 0.39017629] [-0.14422751] [ 0.29634766 0.63538795 0.40080104 0.63979455 0.37735962 0.62020362 0.42018065 0.50760957 0.43998544 0.58369985] [-0.39584989] [ 0.41427412 0.50173269 0.53388039 0.44472818 0.43761145 0.63026047 0.41699138 0.40404126 0.47616099 0.59949241] [-0.14431569] [ 0.3136615 0.46329566 0.57549612 0.42297771 0.62829042 0.57240383 0.40794176 0.4335374 0.43288855 0.54990085] [-0.29903094] [ 0.68971806 0.51710461 0.51424052 0.4409548 0.35916464 0.33016377 0.41138863 0.54833704 0.55297354 0.45635217] [-0.68054277] [ 0.75610162 0.57482274 0.56719011 0.36742393 0.28876297 0.38447476 0.5102383 0.56982853 0.67236334 0.42623406] [-0.09573566] [ 0.32990502 0.60419368 0.56677197 0.4618306 0.36672155 0.56347587 0.40366067 0.42090411 0.57969833 0.47534577] [ 0.6421983] [ 0.6763665 0.26995375 0.70116831 0.29660965 0.48781561 0.41231988 0.56746008 0.59095153 0.30525159 0.37164857] [-0.75504914] [ 0.38902779 0.52128993 0.54339299 0.57288745 0.33799285 0.51297943 0.34765079 0.46002991 0.42179922 0.41524852] [-0.17233917] [ 0.57629309 0.68755314 0.59097053 0.41166522 0.38650637 0.48359218 0.4995089 0.45574752 0.67895128 0.56956459] [ 0.45869188] [ 0.5891952 0.61585346 0.49846995 0.52652442 0.23916142 0.40719118 0.46667885 0.57713704 0.5486728 0.38583682] [ 0.71162027] [ 0.41338773 0.77905551 0.38853459 0.66432113 0.26940422 0.54482192 0.47304935 0.70038937 0.59240838 0.48269782] [-0.81576703] [ 0.62277548 0.71952731 0.4908653 0.57849536 0.39462493 0.59302389 0.42793692 0.59904706 0.58503286 0.5474733 ] [ 1.37569171] [ 0.73069447 0.53270885 0.60792373 0.33962389 0.30070046 0.3238178 0.54275589 0.77260134 0.59165065 0.32087993] [-0.2195824] [ 0.6019966 0.67555761 0.47879464 0.48497023 0.32164901 0.47785519 0.57903243 0.6612918 0.55077875 0.47594185] [-0.54889569] [ 0.56740361 0.67967231 0.41504716 0.59343999 0.2526283 0.61729432 0.36510959 0.50794286 0.57531079 0.5358195 ] [ 1.88566035] [ 0.62534844 0.53867345 0.50260493 0.41244937 0.30880059 0.36246682 0.54879964 0.77245085 0.55517097 0.22769176] [ 0.08530185] [ 0.34475388 0.5349198 0.52846138 0.55335554 0.6004101 0.67641455 0.39011992 0.48767638 0.3654949 0.66861132] [-0.78978626] [ 0.54784997 0.18868465 0.76171852 0.20940378 0.59165192 0.39096395 0.51516946 0.37344299 0.33379909 0.33379696] [ 2.35603337] [ 0.67146585 0.52894454 0.48986193 0.43034616 0.35909028 0.27399415 0.54784877 0.692705 0.523003 0.23215556] [-0.08707608] [ 0.64125672 0.4094611 0.64996174 0.34108873 0.44770189 0.38379571 0.52548468 0.57748616 0.55962315 0.32130196] [-0.22933283] [ 0.45834079 0.33564597 0.54025617 0.51484448 0.39519065 0.4180666 0.61977712 0.69414618 0.43336317 0.41895734] [-0.30647513] [ 0.56857315 0.55386682 0.44737996 0.51207842 0.40678541 0.6625356 0.47889204 0.57043827 0.56313499 0.50761045] [-0.28978664] [ 0.40480843 0.37544518 0.5613484 0.48707412 0.49977883 0.42125946 0.44183845 0.39302864 0.44302952 0.36043003] [-0.02892871] [ 0.61333496 0.69846186 0.3761353 0.51232836 0.40860078 0.53353885 0.45940609 0.57594432 0.58303986 0.44329438] [-0.65440199] [ 0.64375904 0.79457679 0.473998 0.39029 0.51586706 0.6926409 0.51359989 0.53222904 0.56385029 0.73888232] [-0.19738344] [ 0.80541356 0.53026928 0.6126144 0.19017823 0.28771059 0.29598499 0.62144225 0.61488964 0.60674918 0.36485031] [-0.01933677] [ 0.62464439 0.40322283 0.53563144 0.33531279 0.32004761 0.38946048 0.59130374 0.63937055 0.44059728 0.23402779] [-0.55133129] [ 0.40604117 0.56431265 0.42280444 0.51294211 0.46675712 0.39940197 0.38292513 0.30062426 0.41607504 0.45629056] [ 0.59070629] [ 0.4975963 0.51713145 0.50028269 0.42909873 0.44697406 0.390947 0.62538654 0.59882523 0.5529061 0.25033474] [ 0.41750446] [ 0.23293841 0.43684609 0.51822285 0.53396017 0.60953692 0.5710863 0.47156203 0.26238788 0.33452176 0.74667084] [-0.29250441] [ 0.37309969 0.57591685 0.60389784 0.27895662 0.49413515 0.5312342 0.51651902 0.43881884 0.51627129 0.52272392] [ 0.65696771] [ 0.73773335 0.38958912 0.64587641 0.25410294 0.44135215 0.31529877 0.60154097 0.63602881 0.4699425 0.26747191] [ 0.14263668] [ 0.31012209 0.26907871 0.65023547 0.54473138 0.53030689 0.55939051 0.37863478 0.34806639 0.43573828 0.2965357 ] [ 0.29381597] [ 0.35414947 0.4399445 0.55261175 0.30269313 0.53517599 0.72140151 0.39435684 0.39891674 0.34247434 0.56881292] [-0.73020529] [ 0.59839363 0.571392 0.49672169 0.5339469 0.29670078 0.5280856 0.51070439 0.6304312 0.47461641 0.37245945] [ 0.06691275] [ 0.17537336 0.56081729 0.56944255 0.5700213 0.38743501 0.6925856 0.48145987 0.48399782 0.50769386 0.57226815] [ 0.7532285] [ 0.70832029 0.52222827 0.64203401 0.39148561 0.48474697 0.36888327 0.60054193 0.54160489 0.48908693 0.50849929] [ 0.07522264] [ 0.55932446 0.7155564 0.36973909 0.52496075 0.24824311 0.36202946 0.57207493 0.57980764 0.73386513 0.359189 ] [ 0.24705822] [ 0.62524295 0.57500696 0.6342486 0.39027338 0.43275678 0.43781331 0.46238446 0.64632203 0.47207188 0.42775495] [ 0.11168539] [ 0.25455751 0.25415669 0.68628255 0.45231395 0.4979623 0.64410485 0.3626974 0.25754341 0.28973271 0.38337901] [ 0.16495236] [ 0.27654749 0.422202 0.58215788 0.40819007 0.55702797 0.70997047 0.37116419 0.41278979 0.36352882 0.60540604] [-0.25065568] [ 0.28574658 0.70910003 0.36114381 0.61022014 0.30516763 0.64668364 0.43906773 0.43365874 0.60657822 0.60652392] [-0.36031651] [ 0.51858012 0.70696482 0.39820245 0.52382143 0.39264673 0.43539339 0.40423005 0.50211523 0.60043752 0.49443948] [ 0.94816637] [ 0.37027732 0.605424 0.47847305 0.52422089 0.3816928 0.70696084 0.36046002 0.72333451 0.51142071 0.50426403] [ 0.22504504] [ 0.24715173 0.64051678 0.36334853 0.66766892 0.5021357 0.67604138 0.46176587 0.38556904 0.41564083 0.62880041] [-0.0022554] [ 0.32141869 0.52843549 0.44958153 0.62962298 0.34139619 0.5842333 0.44003337 0.49963121 0.47731428 0.46084528] [-0.57152822] [ 0.63014608 0.41738439 0.55293902 0.39710714 0.50917874 0.39865931 0.56337173 0.54136485 0.43203958 0.34781094] [-0.93231201] [ 0.84780418 0.48792254 0.62540345 0.42448907 0.42019289 0.41154364 0.48450595 0.70738185 0.50681082 0.41601704] [ 0.24990437] [ 0.20765782 0.64613128 0.39510047 0.63118876 0.40846167 0.6589087 0.27596965 0.4334864 0.38965136 0.62242798] [ 0.08774153] [ 0.69059193 0.57110698 0.51739873 0.45173544 0.3601482 0.42846797 0.55046462 0.66050026 0.51663272 0.4608763 ] [ 0.61913938] [ 0.54411802 0.67739954 0.39813384 0.58130616 0.28210241 0.42893683 0.48701994 0.63001285 0.57762505 0.42564365] [-0.68856449] [ 0.45995703 0.60657845 0.43221689 0.5545096 0.24489602 0.26695386 0.41639346 0.64505053 0.59888905 0.25795948] [-0.2384786] [ 0.48691911 0.64975693 0.47714313 0.51881264 0.28939397 0.41623499 0.42086777 0.54896778 0.60385698 0.44546225] [ 0.79110072] [ 0.28890221 0.62598063 0.54388799 0.60364659 0.43071082 0.44657976 0.37113346 0.47062213 0.57575382 0.54450899] [-0.52648436] [ 0.60091917 0.64130111 0.52015568 0.40885937 0.36472922 0.48800001 0.58607207 0.67513513 0.58222077 0.38996737] [-0.38334507] [ 0.31923919 0.35708882 0.64265391 0.4367091 0.42129815 0.43406183 0.48300366 0.54645766 0.41626617 0.39755831] [-0.37845493] [ 0.42959651 0.4101615 0.60899998 0.40074729 0.50638781 0.71098165 0.35773547 0.4803594 0.36352468 0.53850036] [-0.26649879] [ 0.31209157 0.80018401 0.36834534 0.64784233 0.29584992 0.59548249 0.39963192 0.47404873 0.62052479 0.73379273] [-0.0388099] [ 0.31134791 0.52313775 0.57937435 0.41183232 0.42810019 0.67025931 0.44813998 0.49406974 0.4600956 0.48893293] [-0.40473254] [ 0.60176643 0.48302405 0.66431769 0.3681109 0.54947921 0.40877961 0.44810654 0.58137118 0.45644945 0.41752716] [ 0.01975753] [ 0.36241761 0.60681372 0.57981316 0.48669664 0.5760919 0.72921659 0.42129075 0.41568384 0.50371269 0.66863045] [-0.5802819] [ 0.48795245 0.63469374 0.45492503 0.48407934 0.42863425 0.60997962 0.46688981 0.60164442 0.56865309 0.44554994] [-0.78982874] [ 0.83341094 0.56664692 0.58874129 0.25266685 0.36742661 0.33809008 0.59403989 0.5734956 0.58075339 0.48162858] [-0.59225009] [ 0.4203825 0.77982214 0.3459391 0.64237588 0.30758598 0.48193108 0.33514134 0.52811334 0.59604464 0.63644988] [-0.29629356] [ 0.4937248 0.68531525 0.41006041 0.63969247 0.2663202 0.71176667 0.35297832 0.48359162 0.55502113 0.63473407] [ 0.68582924] [ 0.68932429 0.67583398 0.44958296 0.59707826 0.25799538 0.3052364 0.48782754 0.52096049 0.60778691 0.51009261] [-0.49005738] [ 0.4784099 0.57877956 0.52533764 0.53169404 0.50156258 0.70187717 0.52896759 0.49339846 0.5584057 0.49759171] [ 0.02997246] [ 0.21270998 0.646643 0.41295311 0.55901268 0.37886773 0.71073226 0.32612563 0.46912567 0.44105986 0.5385305 ] [-1.32510315] [ 0.51709962 0.67233346 0.45208803 0.55318446 0.32245481 0.38485089 0.5117648 0.64454863 0.60704062 0.33080961] [ 0.23935017] [ 0.39557918 0.69537844 0.33756489 0.38332739 0.34563248 0.4830546 0.44364069 0.47561286 0.63098666 0.44333535] [-0.60859825] [ 0.47450383 0.50110983 0.63124571 0.40999873 0.49738599 0.58848821 0.42234456 0.53662043 0.46107027 0.50369682] [ 0.31770142] [ 0.18128106 0.34336317 0.61460434 0.5445676 0.46921688 0.7625503 0.39221038 0.32290252 0.34998645 0.51666924] [-0.54446954] [ 0.51165221 0.57588195 0.6077767 0.34170966 0.48440577 0.41174325 0.44520315 0.49238456 0.58040554 0.56534995] [ 0.26241262] [ 0.67588943 0.3981436 0.58614243 0.31857783 0.40264729 0.37727798 0.50753865 0.63876356 0.48818079 0.33243367] [-0.39363089] [ 0.3834685 0.5721262 0.44772094 0.43891202 0.39714855 0.70989993 0.34974424 0.54320871 0.44053577 0.51701183] [-0.80267979] [ 0.47240704 0.53227884 0.39871376 0.51307612 0.31762207 0.45217326 0.4287434 0.62193259 0.48978145 0.32073726] [-0.50677387] [ 0.47456554 0.6303047 0.41275387 0.58176901 0.34505214 0.62596799 0.46452537 0.75186281 0.57546061 0.38821281] [-0.24757969] [ 0.726056 0.74145927 0.52910494 0.51305311 0.47790293 0.47467341 0.49275517 0.58824254 0.62353764 0.5823267 ] [-0.04342068] [ 0.42308831 0.61692149 0.51962836 0.52421056 0.40645742 0.59231948 0.45563326 0.56263037 0.56210771 0.60805687] [ 0.04713942] [ 0.34463467 0.66099578 0.55104759 0.51882188 0.54744202 0.6478477 0.35021729 0.46608752 0.46010767 0.73761194] [-0.30403815] [ 0.60309624 0.64121899 0.4907327 0.49171526 0.42746417 0.3878804 0.38591498 0.48445135 0.61564989 0.41001721] [-0.89214072] [ 0.51216191 0.69414987 0.44481651 0.66403662 0.44814793 0.45437873 0.44502798 0.67556851 0.48590708 0.48038468] [-0.38763262] [ 0.43119358 0.67459828 0.40935809 0.58777768 0.52787426 0.57642542 0.41807063 0.48245872 0.50088188 0.64188348] [-0.89690123] [ 0.52844265 0.48328955 0.53119188 0.41704983 0.54217649 0.56383432 0.57165133 0.37606094 0.51870289 0.44145424] [ 0.0117082] [ 0.68357812 0.60587715 0.56487778 0.36419341 0.4424443 0.366884 0.55499806 0.60845905 0.43356688 0.50772905] [-1.32909318] [ 0.55719095 0.64992868 0.41728755 0.38435917 0.32498749 0.3476748 0.51851475 0.69396952 0.60126964 0.36714311] [-0.61293901] [ 0.72510593 0.64948958 0.4271135 0.41533648 0.37636094 0.27182898 0.50510042 0.52457783 0.63300998 0.3880369 ] [-1.03052188] [ 0.51207522 0.61630157 0.56257134 0.48168333 0.41564362 0.54001938 0.53077704 0.50901957 0.51397914 0.46598899] [ 0.16111346] [ 0.32135145 0.64094382 0.47432244 0.63316532 0.49155658 0.77689421 0.47200577 0.46356058 0.46653295 0.6725513 ] [ 0.34329112] [ 0.71509908 0.47491459 0.59441598 0.20256282 0.38245162 0.48888358 0.51864842 0.79400561 0.58668651 0.35346556] [ 0.06848443] [ 0.76872043 0.5098399 0.59734806 0.17510785 0.35976245 0.33845104 0.53015657 0.68297592 0.54831434 0.38803943] [-0.40342623] [ 0.38319359 0.50544236 0.51766722 0.49023108 0.45959814 0.44390213 0.45406095 0.49284021 0.45783089 0.55641577] [ 0.55960396] [ 0.77795499 0.41045036 0.61226593 0.25831506 0.38326431 0.34463512 0.51825023 0.56182135 0.55102252 0.34047625] [-0.15909269] [ 0.38188965 0.55407161 0.56052096 0.57644974 0.30397714 0.56109569 0.50633706 0.56354193 0.53892792 0.44744547] [ 0.10137153] [ 0.20012194 0.50386522 0.4504191 0.60605922 0.49359189 0.74322352 0.43714515 0.51432278 0.33182823 0.4953924 ] [ 0.05082338] [ 0.2473181 0.56683223 0.37401763 0.45597274 0.41178232 0.63538744 0.32961348 0.48687055 0.40357687 0.44959028] [ 0.34254777] [ 0.17024454 0.60104685 0.45150535 0.71638629 0.40076226 0.77266017 0.36341732 0.35659305 0.54037863 0.56148999] [-0.71238077] [ 0.65771341 0.56418754 0.54479699 0.41671721 0.46428183 0.36462824 0.41099418 0.46844792 0.57482325 0.3857397 ] [ 1.29296986] [ 0.3909636 0.60510751 0.46742932 0.55642158 0.43598144 0.47617649 0.37119385 0.53560715 0.65869298 0.42263441] [-1.28424866] [ 0.442635 0.42899582 0.57849185 0.30524779 0.33415066 0.43545826 0.49295627 0.65575096 0.43700144 0.33384812] [ 0.11850739] [ 0.29954767 0.40224387 0.6590515 0.36826142 0.51926495 0.59926998 0.4313512 0.42284186 0.31775514 0.50992299] [-0.34579335] [ 0.37384021 0.77553215 0.373717 0.68306267 0.30763699 0.48409173 0.50609115 0.7035269 0.53892621 0.68241707] [ 0.10585631] [ 0.25740972 0.37771884 0.65415551 0.40963803 0.50161392 0.77043388 0.43927417 0.38791155 0.36384243 0.50497135] [-0.20279984] [ 0.4071223 0.75635374 0.4714256 0.60171719 0.46573785 0.70995972 0.53560511 0.40782441 0.64510879 0.61827531] [-0.47610671] [ 0.32338329 0.63306848 0.35752468 0.64810754 0.41561711 0.54601419 0.4385196 0.53074596 0.5343925 0.48069466] [-0.0162151] [ 0.34071227 0.60091846 0.53130808 0.47855681 0.44070169 0.70651004 0.41469186 0.40902904 0.46693807 0.63923985] [-0.63722417] [ 0.53399391 0.27827791 0.73070431 0.26930305 0.56599105 0.57593573 0.50117362 0.36300997 0.32477591 0.4959778 ] [-0.43079074] [ 0.62119583 0.4269205 0.54754369 0.40308433 0.44977689 0.35044389 0.45196009 0.48589577 0.59303717 0.33655187] [-1.26164732] [ 0.62651067 0.72822777 0.46836888 0.66141059 0.377752 0.35115232 0.48177778 0.70445171 0.58426225 0.62539157] [ 0.28546038] [ 0.41466115 0.46031125 0.56921792 0.46042096 0.56552426 0.6223242 0.56342798 0.54221886 0.43553216 0.49238578] [-0.8155187] [ 0.68883425 0.76385878 0.55224036 0.4007109 0.42902797 0.67794425 0.55483159 0.49239405 0.55731038 0.67880071] [-0.23605283] [ 0.44394014 0.40307063 0.63945641 0.32242262 0.51125965 0.63081163 0.43766586 0.5043519 0.51311548 0.53640978] [-0.26909591] [ 0.43063806 0.73170507 0.32627385 0.65161443 0.29900153 0.44947966 0.4186647 0.39000712 0.70742966 0.43743928] [ 0.4452901] [ 0.6293699 0.60180264 0.51965755 0.38771391 0.37061501 0.3213409 0.49668357 0.57157712 0.56309455 0.51978363] [ 0.02722171] [ 0.27404713 0.5319343 0.46628828 0.45267999 0.45954621 0.48474647 0.33976279 0.55752192 0.3739904 0.53323969] [-0.55729686] [ 0.39776913 0.37397933 0.50491201 0.53362009 0.49476971 0.61913289 0.48396431 0.65029144 0.48098788 0.31327325] [ 0.53295232] [ 0.19388554 0.5869695 0.38783552 0.6789495 0.56433955 0.74751341 0.29332553 0.40861788 0.48567831 0.65198714] [-0.02067576] [ 0.2766595 0.64712615 0.46077611 0.62303599 0.51546945 0.56718575 0.38352277 0.30001772 0.44048072 0.54503024] [-0.21024442] [ 0.41585043 0.50358665 0.60713352 0.43089852 0.45982246 0.50469809 0.50452759 0.44710833 0.53166731 0.42631167] Progress: 50.3% ... Training loss: 0.332 ... Validation loss: 0.524[-0.26259795] [ 0.25170282 0.44296944 0.55690289 0.60525529 0.42944447 0.57059834 0.46291456 0.54591134 0.37591061 0.43505343] [-0.7152096] [ 0.46902902 0.63569076 0.41640906 0.54249979 0.44217326 0.50403663 0.38928564 0.6021449 0.41270895 0.56977449] [ 1.86370677] [ 0.84115728 0.66784604 0.59123827 0.32862727 0.38500946 0.27709856 0.5817152 0.717379 0.68482843 0.30513263] [-0.00749189] [ 0.30834449 0.37422379 0.68231822 0.37464292 0.52925143 0.55754961 0.41523504 0.45367714 0.33164835 0.60077496] [ 0.63526373] [ 0.3058517 0.60390006 0.40877597 0.65041957 0.41127228 0.68023076 0.32867385 0.38420915 0.38398837 0.57365238] [ 0.22294734] [ 0.3139944 0.2649457 0.65089628 0.40430591 0.53780905 0.71945263 0.40418047 0.3327945 0.28874958 0.45284694] [-0.24989962] [ 0.58521874 0.53355238 0.55325897 0.42059004 0.50097496 0.41435821 0.38203383 0.45231331 0.48225306 0.59432069] [ 0.71001316] [ 0.74542059 0.56870285 0.55665683 0.27636381 0.35110027 0.29802446 0.54035258 0.61997316 0.60199679 0.3643444 ] [ 0.96541532] [ 0.45672704 0.70416987 0.45650408 0.65766964 0.43239963 0.5244436 0.43761646 0.65218652 0.53751827 0.40088467] [ 0.7643847] [ 0.77069803 0.60290212 0.58751695 0.4387587 0.37868532 0.50752211 0.59265925 0.64130223 0.57855723 0.46289045] [-0.20534096] [ 0.65337852 0.38830503 0.70804518 0.34060052 0.61561574 0.46606245 0.45607901 0.51621185 0.45801419 0.39404927] [ 2.1349009] [ 0.62128612 0.57509557 0.51412991 0.41401559 0.32820596 0.2677726 0.55076236 0.5990718 0.58374201 0.2632015 ] [-0.0197756] [ 0.73947336 0.5026425 0.5550748 0.31728312 0.36885618 0.31059665 0.50196076 0.58790693 0.51150823 0.42490863] [-0.17590425] [ 0.43723659 0.46383239 0.54622691 0.52904108 0.47791542 0.67429705 0.35730653 0.54029605 0.39414123 0.61174191] [ 1.2159711] [ 0.61174798 0.52460157 0.51895361 0.29996324 0.32826626 0.40037745 0.58089588 0.59246683 0.62244497 0.39803261] [-0.19163366] [ 0.35411845 0.68744755 0.4221293 0.7172864 0.25042395 0.54565922 0.48148547 0.64831851 0.54603638 0.46346313] [-1.24714846] [ 0.482902 0.37169441 0.63550108 0.45976982 0.32569471 0.42489179 0.51655539 0.64872068 0.42992823 0.22345597] [ 1.37699499] [ 0.74883745 0.58232861 0.50434611 0.51482996 0.32508213 0.37150114 0.5110274 0.50969639 0.68384634 0.54557621] [ 0.02405583] [ 0.22427691 0.51173587 0.59314505 0.62360583 0.4320559 0.69930167 0.41110067 0.41642503 0.50265028 0.48943463] [ 0.38250454] [ 0.56774503 0.7921954 0.45017861 0.54310492 0.29358301 0.53494093 0.41144292 0.65726283 0.62723133 0.51910099] [-0.2463807] [ 0.40535456 0.71177879 0.44984967 0.55870427 0.46067209 0.65529374 0.48417765 0.42797616 0.5958801 0.57763571] [ 1.53673023] [ 0.60306859 0.53536028 0.5139012 0.420611 0.39856057 0.44988646 0.54047411 0.68872694 0.5267831 0.33294451] [-0.23971088] [ 0.47094526 0.2421545 0.71728175 0.46359267 0.39364195 0.64039366 0.3749386 0.57381246 0.44115333 0.38074629] [-0.27165452] [ 0.37775084 0.46263368 0.55203382 0.5055858 0.42282413 0.45859908 0.46630008 0.61708658 0.54594461 0.35366112] [-0.70936512] [ 0.41928408 0.40749503 0.67486494 0.40736946 0.3506691 0.46730928 0.46339718 0.48305808 0.4992866 0.31598285] [ 0.70666788] [ 0.64506451 0.80863852 0.45980485 0.50388172 0.36823507 0.40834138 0.60250621 0.67353933 0.70981249 0.55768463] [ 0.08767439] [ 0.30307777 0.58212662 0.56494549 0.45465204 0.42768689 0.61827628 0.42088066 0.59281544 0.49416282 0.56118784] [ 0.06072723] [ 0.41283163 0.44863168 0.57139722 0.49021164 0.56772691 0.64967352 0.35726357 0.53438526 0.51916739 0.4478061 ] [-0.29274692] [ 0.48303649 0.32636635 0.60719402 0.30985565 0.4898191 0.50587834 0.44761797 0.41204561 0.34129057 0.37508479] [-0.29274692] [ 0.48303649 0.32636635 0.60719402 0.30985565 0.4898191 0.50587834 0.44761797 0.41204561 0.34129057 0.37508479] [ 0.72378055] [ 0.21807165 0.65841983 0.32148723 0.72123304 0.54645651 0.78303366 0.36634267 0.51598526 0.37400069 0.67494089] [-0.50783383] [ 0.5042553 0.70375946 0.426736 0.65976893 0.30490508 0.51414805 0.47292179 0.43275768 0.59084101 0.5912919 ] [-0.26384712] [ 0.58980463 0.64132367 0.51615658 0.41499822 0.37110205 0.50510761 0.57988236 0.66314235 0.57516361 0.40262909] [-0.05281254] [ 0.48163842 0.43288132 0.63038923 0.42794603 0.56663573 0.51452567 0.37406736 0.45638427 0.51637883 0.4259613 ] [-0.50705345] [ 0.3735272 0.51972549 0.47764868 0.43731297 0.42448503 0.51547558 0.48351067 0.64107173 0.62362319 0.3576771 ] [-0.20889246] [ 0.44257129 0.51708819 0.58772189 0.3238549 0.45545314 0.53373187 0.54802082 0.63929993 0.40603006 0.47061004] [-0.24892283] [ 0.27725639 0.43548011 0.57564464 0.48581807 0.48268203 0.50357159 0.49993921 0.44927485 0.4099313 0.63557542] [ 0.94809632] [ 0.58616407 0.61859757 0.52645578 0.38984749 0.35655973 0.43435134 0.5225334 0.56888127 0.55054664 0.38077017] [ 0.31138] [ 0.40466609 0.6569357 0.4786209 0.58960288 0.40378961 0.57501172 0.55265228 0.57033556 0.51737274 0.58560527] [ 0.13359141] [ 0.24905356 0.54732286 0.46669864 0.69954365 0.35821862 0.75921678 0.37155143 0.46392437 0.40536861 0.48715612] [ 1.42174927] [ 0.73416155 0.68900007 0.44463868 0.51279589 0.26274042 0.2812441 0.5472739 0.56666605 0.70585237 0.28901175] [-0.97890608] [ 0.52013023 0.67176968 0.44924159 0.52031614 0.35402956 0.3694393 0.54873051 0.67545128 0.6194209 0.3379365 ] [-0.03157218] [ 0.40291285 0.40606842 0.55256884 0.42116871 0.52340825 0.66588834 0.46955218 0.43663823 0.42107172 0.48120474] [-0.18177018] [ 0.5793396 0.50962273 0.49702022 0.30877634 0.46518515 0.57398845 0.5335745 0.5276564 0.40333295 0.46392323] [ 2.12725695] [ 0.80971911 0.59771651 0.54635793 0.19428187 0.30009985 0.22908225 0.56225127 0.68599107 0.61584455 0.32208454] [ 0.13984743] [ 0.49400377 0.59641342 0.50481527 0.49213547 0.31382773 0.42435768 0.42253343 0.52252034 0.5658953 0.44309389] [ 0.97408596] [ 0.67314768 0.61049853 0.50830381 0.48100427 0.2608496 0.41043195 0.46497329 0.53913418 0.51105163 0.41601233] [ 1.0346518] [ 0.61881568 0.7037814 0.54329803 0.47382692 0.39679154 0.47572942 0.57296725 0.60421477 0.61977398 0.59304983] [ 0.76102406] [ 0.59682908 0.56384094 0.50884743 0.42484873 0.35403632 0.47904519 0.40759057 0.65003177 0.62870439 0.40847521] [-0.02127979] [ 0.28288886 0.59984935 0.56956191 0.57744755 0.41091724 0.47298064 0.38965528 0.48154189 0.60147918 0.43878896] [-0.2795286] [ 0.66471465 0.42971082 0.68031018 0.443965 0.56517075 0.55275118 0.45859338 0.54946095 0.48525426 0.47763129] [-0.12949679] [ 0.52763908 0.68180962 0.44326294 0.62327169 0.26746735 0.37486204 0.41524905 0.41778977 0.69710704 0.38971911] [ 0.46535838] [ 0.20115316 0.54948802 0.44267527 0.70399065 0.52494701 0.7449183 0.45347144 0.4027267 0.46205655 0.58414798] [-0.35405768] [ 0.61773482 0.52478233 0.55389406 0.41380501 0.45393263 0.52067514 0.53355589 0.44448158 0.66987377 0.50884402] [-0.13070406] [ 0.39502822 0.24751112 0.60563142 0.30416658 0.4918072 0.60706924 0.45911325 0.37040522 0.3146276 0.34334211] [-0.12346601] [ 0.40063664 0.26570846 0.67396378 0.53124162 0.47087454 0.56046207 0.42443011 0.38795239 0.29274004 0.6148389 ] [-0.06967119] [ 0.41283143 0.46850856 0.47987129 0.66344157 0.51800865 0.5261444 0.40704378 0.40759703 0.28020106 0.59943046] [-0.73227795] [ 0.40012138 0.66148319 0.45088445 0.49431087 0.25525657 0.40498654 0.40273786 0.6947424 0.5538798 0.31118888] [-0.44114331] [ 0.39654464 0.68022566 0.32118071 0.66347916 0.30016397 0.59879699 0.43707181 0.68007757 0.57438542 0.40988693] [ 0.15566847] [ 0.42163021 0.66533778 0.36711425 0.55736876 0.31648675 0.59192606 0.33067421 0.45925007 0.49032263 0.55445971] [-0.60685339] [ 0.44484535 0.73085573 0.41206552 0.65074763 0.18343938 0.44329251 0.51936426 0.83531616 0.63239025 0.34151489] [ 0.6281984] [ 0.54650229 0.59776417 0.51560579 0.62449347 0.45542585 0.4436648 0.45796954 0.56875628 0.5411894 0.34334424] [ 0.85649467] [ 0.55762466 0.65328546 0.48130197 0.48200802 0.39241573 0.37916468 0.37144245 0.51964972 0.61268421 0.43726006] [-0.00897295] [ 0.52494207 0.52744217 0.69012846 0.32928758 0.52957762 0.69129879 0.59151896 0.47844556 0.42536052 0.57386453] [-0.25774103] [ 0.33180233 0.61473676 0.36764155 0.63702647 0.3660095 0.63754727 0.46943284 0.58871274 0.49488775 0.4919933 ] [ 0.99062202] [ 0.58505892 0.6485643 0.41790788 0.35431338 0.29153833 0.28318245 0.54722661 0.55346445 0.65896779 0.31990305] [ 0.1638283] [ 0.49943036 0.79018127 0.36144244 0.61667835 0.32930507 0.63542575 0.33138741 0.39593433 0.56829758 0.69888492] [-0.25718296] [ 0.4001801 0.63530957 0.44589914 0.44787854 0.39122612 0.70681785 0.34133624 0.50954748 0.43364535 0.53854307] [-0.96436412] [ 0.53573015 0.75563842 0.53415731 0.51043375 0.34799301 0.50772645 0.48402871 0.57564336 0.57674141 0.4782749 ] [ 0.31535227] [ 0.21618795 0.73216664 0.33010257 0.60936337 0.47681972 0.56701928 0.31940836 0.39323881 0.40283684 0.65951213] [ 0.59164025] [ 0.66777461 0.66602856 0.6056613 0.4658753 0.39407942 0.59420301 0.50200436 0.56568402 0.65489849 0.58718234] [ 1.91149641] [ 0.77484398 0.59046132 0.53536865 0.27755974 0.31604543 0.22855486 0.53594859 0.64997977 0.63566312 0.28363039] [-0.25844474] [ 0.4721099 0.69531215 0.46589978 0.62854918 0.52197662 0.57251522 0.39208407 0.44811178 0.44620814 0.59249312] [ 0.72354417] [ 0.24427304 0.63361529 0.47147003 0.53811452 0.66141918 0.74820037 0.31096661 0.42917187 0.36408791 0.68166691] [ 0.109596] [ 0.33254612 0.39401562 0.69404121 0.39407015 0.48979945 0.54088383 0.4408466 0.42429778 0.37841169 0.36454685] [ 0.81247776] [ 0.75409745 0.48843442 0.60335489 0.34061328 0.43498199 0.38618754 0.53143723 0.53768855 0.42987392 0.4496195 ] [ 0.43214395] [ 0.38376812 0.58988191 0.53570075 0.60412143 0.30145746 0.60990408 0.4264788 0.58164017 0.56664658 0.45984062] [ 0.68883519] [ 0.29999236 0.67116144 0.39137748 0.46411605 0.33078756 0.45251955 0.46225374 0.66887727 0.61695934 0.3214976 ] [-0.06202275] [ 0.57692065 0.76046665 0.52156375 0.51635173 0.3258364 0.53967994 0.54416206 0.58490535 0.67648468 0.52028728] [-0.19732085] [ 0.51531848 0.38421158 0.71293456 0.3699258 0.55014123 0.43485736 0.48338092 0.42185079 0.44382566 0.55004444] [ 0.26804408] [ 0.43129697 0.69994001 0.40263868 0.62776348 0.28615997 0.63578205 0.44703061 0.41089936 0.56076628 0.55840162] [ 0.30835376] [ 0.80449604 0.56285403 0.56967136 0.49680041 0.48200402 0.42975155 0.53978032 0.60846884 0.59250458 0.68823875] [-0.44789107] [ 0.69154995 0.59247704 0.54041985 0.50405997 0.40385812 0.49147185 0.43467908 0.3856619 0.58868319 0.49628408] [-0.19920603] [ 0.47193421 0.55244917 0.41046245 0.38204462 0.39353603 0.59452521 0.40227317 0.55215309 0.57361588 0.38795541] [-0.11195397] [ 0.39725214 0.53953456 0.49849108 0.57690087 0.43763706 0.51456913 0.39956168 0.47294297 0.50081164 0.46440782] [ 1.09140802] [ 0.57059984 0.63374321 0.44854341 0.35260757 0.28395812 0.26315699 0.53336149 0.63414343 0.58993416 0.43888488] [ 0.32277798] [ 0.28554682 0.41957506 0.64119475 0.4814695 0.4785898 0.75235885 0.39147971 0.43593526 0.34179905 0.55121573] [-0.28896105] [ 0.36507893 0.42483098 0.67616869 0.41861331 0.42615309 0.50189794 0.45696618 0.39575309 0.44285677 0.40771899] [-0.03381737] [ 0.32550337 0.63812553 0.36566822 0.61148978 0.46583629 0.50337803 0.38991892 0.33687643 0.45473943 0.58005342] [ 0.46125467] [ 0.17999468 0.58804067 0.36944568 0.7186108 0.4223045 0.55690449 0.37670988 0.40425387 0.50949282 0.68104476] [ 1.30699768] [ 0.70561877 0.79028065 0.53420468 0.32848518 0.41226683 0.41255583 0.58711373 0.64355002 0.65512477 0.53154887] [-1.50304031] [ 0.6853025 0.36763762 0.68500653 0.15346387 0.56505654 0.42361192 0.63521909 0.6604756 0.40190967 0.38186018] [ 0.4926398] [ 0.6311041 0.60835307 0.55056504 0.41416721 0.3629518 0.46299975 0.40614848 0.52040239 0.61590836 0.54620225] [-0.25928923] [ 0.39267901 0.67858688 0.40481003 0.63741085 0.23265808 0.56776796 0.39933157 0.5755549 0.54920547 0.50518294] [ 0.37491736] [ 0.63238909 0.67537641 0.45488076 0.58209594 0.26726945 0.49303364 0.49721931 0.48642708 0.59176082 0.56321853] [-0.04761236] [ 0.24330974 0.43478638 0.59461442 0.42425692 0.50081198 0.72400996 0.49745949 0.45482529 0.39947248 0.52862522] [ 0.19765083] [ 0.41344388 0.32097668 0.57476335 0.43757063 0.57629101 0.55746755 0.49621996 0.49406644 0.45875963 0.37015826] [ 0.43248843] [ 0.17490173 0.58005447 0.46303714 0.51212787 0.46259122 0.7601802 0.39462463 0.39884014 0.46224467 0.59860639] [-1.26782172] [ 0.63892835 0.73054203 0.5357254 0.40360187 0.37079893 0.37160832 0.58344965 0.61387643 0.67831562 0.35624135] [ 0.6906595] [ 0.34527349 0.46193959 0.52841107 0.4089078 0.40888214 0.5523205 0.39079929 0.56322884 0.34615345 0.39076937] [-0.03408367] [ 0.5791546 0.55565143 0.59157119 0.45570397 0.35633512 0.48185683 0.4870888 0.45667421 0.59555116 0.50809114] [-0.03218739] [ 0.54525759 0.53586731 0.56800835 0.47692764 0.6008599 0.65956456 0.43804141 0.46281308 0.36668526 0.73167439] [ 0.52180948] [ 0.53768458 0.64335164 0.54973799 0.25552723 0.47248231 0.36124851 0.47305445 0.53194768 0.65155785 0.43612085] [-1.25692504] [ 0.53525201 0.6484128 0.50284689 0.46381957 0.31412512 0.36902012 0.39468484 0.53876225 0.50773603 0.4087237 ] [ 0.80290843] [ 0.5474248 0.71052123 0.41751645 0.67561957 0.27581694 0.43769687 0.44637972 0.47581236 0.59038032 0.63959742] [-1.12379831] [ 0.36113068 0.51465028 0.49657966 0.45607026 0.40343932 0.41793179 0.54926331 0.57547918 0.51154576 0.27028016] [ 0.57691192] [ 0.33111792 0.59745581 0.4767579 0.42528111 0.45237702 0.49537216 0.51315249 0.58949905 0.47052426 0.4446547 ] [ 0.26016692] [ 0.48896717 0.60550932 0.50284445 0.3898097 0.25363099 0.39577898 0.52639229 0.65380808 0.66914998 0.29568934] [-0.61804922] [ 0.47558588 0.6580526 0.59214079 0.52891535 0.48512907 0.56505147 0.43652836 0.53832298 0.50414811 0.48879026] [-0.12210323] [ 0.45516925 0.46404958 0.48776298 0.37508535 0.33055785 0.43953559 0.51296555 0.65501173 0.41819925 0.35875482] [-0.51983945] [ 0.40054112 0.55347719 0.45759152 0.47390925 0.36281003 0.55377055 0.47731833 0.33237485 0.5986773 0.47339683] [ 0.02270182] [ 0.4500055 0.71639537 0.42508786 0.53578543 0.32134346 0.58397975 0.5053231 0.47888048 0.62546612 0.50732234] [-0.36674908] [ 0.76551456 0.73388242 0.48272219 0.28656188 0.30400325 0.33074796 0.60824882 0.58351312 0.75649217 0.42483838] [ 0.80292299] [ 0.76620323 0.50166427 0.71101951 0.2290259 0.42667658 0.4095842 0.68640925 0.69870327 0.52381259 0.39210336] [-0.3007141] [ 0.2375091 0.58285602 0.43241266 0.61354891 0.40242732 0.51321192 0.39522771 0.50444251 0.52465921 0.43615424] [ 0.87670863] [ 0.20949969 0.61629319 0.47465272 0.63967734 0.37880818 0.50889821 0.41429602 0.48471605 0.65638482 0.40591215] [-0.70936512] [ 0.41928408 0.40749503 0.67486494 0.40736946 0.3506691 0.46730928 0.46339718 0.48305808 0.4992866 0.31598285] [ 0.59347212] [ 0.20854687 0.58630773 0.46588771 0.69287677 0.40677073 0.54864079 0.31767667 0.43649027 0.57534745 0.48941477] [-0.39149972] [ 0.32032674 0.53583213 0.49236237 0.45438797 0.38009697 0.53694871 0.47020704 0.49651897 0.46028199 0.49531689] [ 0.14198167] [ 0.45562523 0.6573701 0.47917145 0.66824452 0.53021732 0.70365819 0.36105618 0.47908219 0.4177694 0.66570513] [-0.42156666] [ 0.7386274 0.37688619 0.6755886 0.23392327 0.41157446 0.38094108 0.58818668 0.61281363 0.4262711 0.35795491] [-0.59181473] [ 0.48414477 0.62755569 0.48047475 0.55461561 0.325429 0.46458271 0.3794966 0.45879721 0.41610459 0.58563849] [ 0.43949018] [ 0.33107139 0.6155007 0.48804553 0.59514511 0.43470732 0.73168783 0.38951549 0.42415832 0.42109126 0.64395842] [-0.22585296] [ 0.53255607 0.21025198 0.7724706 0.1885501 0.40684436 0.38212639 0.5535004 0.59469614 0.40478717 0.23309087] [-0.52191866] [ 0.7415754 0.69944662 0.47802406 0.49681506 0.27912796 0.35195425 0.44209199 0.54787754 0.6901753 0.56440637] [ 0.29563527] [ 0.19533826 0.4934475 0.49880247 0.57668763 0.51799091 0.62290009 0.4575307 0.43180619 0.45892437 0.41742474] [-0.21329298] [ 0.24657805 0.25622886 0.71908414 0.401422 0.50280112 0.62345041 0.42403584 0.30236978 0.30500209 0.33886498] [-0.45378746] [ 0.43252362 0.61795561 0.41838741 0.56101206 0.36171123 0.66763559 0.37699195 0.57828312 0.60224033 0.52298165] Progress: 50.6% ... Training loss: 0.335 ... Validation loss: 0.507[-0.12689246] [ 0.23849533 0.67337934 0.38630188 0.46967695 0.41372252 0.62757202 0.35223112 0.45651778 0.49864523 0.60014121] [-0.23262259] [ 0.32675981 0.55593756 0.59937073 0.45499633 0.44878806 0.70741654 0.44496737 0.53096708 0.48148662 0.59585934] [-0.43542995] [ 0.59912144 0.68029125 0.52547179 0.48235918 0.29351965 0.49365855 0.46045728 0.63231273 0.62354124 0.52500593] [ 0.12124298] [ 0.50947399 0.69348077 0.48224377 0.49708645 0.23657009 0.40393528 0.4771692 0.57908907 0.60668881 0.44344288] [-0.34000562] [ 0.64839479 0.55175381 0.53542717 0.65049573 0.42614695 0.33481532 0.56640831 0.66554818 0.53814973 0.60311758] [ 0.7050589] [ 0.23082071 0.645314 0.41273692 0.57946313 0.37564106 0.52322552 0.3249916 0.57145313 0.41740781 0.51812755] [-0.43047952] [ 0.44375638 0.32053625 0.7302684 0.23957975 0.60828044 0.60776388 0.52831211 0.2990338 0.39482923 0.54487452] [-0.32154543] [ 0.42174665 0.58646931 0.46841744 0.63568892 0.35071098 0.54970041 0.52291537 0.56887277 0.50059983 0.30231476] [ 0.10150466] [ 0.28489863 0.58580977 0.6328677 0.47276612 0.64078501 0.7032412 0.41777301 0.40912276 0.47122026 0.65008959] [-0.23846781] [ 0.68552232 0.72672303 0.5855672 0.43292953 0.30254094 0.42470333 0.58314388 0.70282183 0.63655951 0.43263429] [ 0.01798974] [ 0.2663936 0.65301507 0.38989758 0.66390891 0.35758059 0.61477321 0.35164456 0.52668269 0.61953229 0.50992232] [-1.7190642] [ 0.56784855 0.67452318 0.32978344 0.60261045 0.23981941 0.18062189 0.58462139 0.69705503 0.68285075 0.41485928] [-0.13019844] [ 0.40926793 0.50016235 0.53610002 0.5103765 0.47889024 0.69986149 0.3966956 0.46029932 0.44641302 0.59225107] [ 0.39016529] [ 0.23225355 0.34953913 0.56854064 0.52772229 0.53657114 0.65624493 0.44607549 0.33258571 0.36970965 0.71317041] [ 0.08431213] [ 0.36043603 0.4323528 0.63335766 0.39574143 0.38643488 0.73657669 0.40322335 0.48029453 0.3862758 0.51867186] [-0.86721322] [ 0.76515578 0.68230037 0.46074148 0.48015777 0.25621345 0.47739781 0.45826847 0.59324004 0.60472863 0.57048513] [ 0.18148183] [ 0.56507911 0.63077964 0.4997742 0.39475747 0.42408602 0.51677779 0.45213389 0.67978719 0.59639245 0.52806417] [ 0.78063466] [ 0.15302207 0.54726172 0.43007252 0.71612574 0.53054412 0.77470987 0.29011278 0.42162339 0.34476401 0.71494153] [-0.60119662] [ 0.39992635 0.71338889 0.36743017 0.63687466 0.3007562 0.52016107 0.39289976 0.52890947 0.62349241 0.50909588] [ 0.59414933] [ 0.69498409 0.52061671 0.63745586 0.33700743 0.49818545 0.3721378 0.63042665 0.60555585 0.52751038 0.46210708] [-0.44118503] [ 0.53117803 0.58114073 0.50605561 0.4928037 0.4132371 0.5102821 0.3698314 0.50785242 0.5354977 0.5261864 ] [-0.88377036] [ 0.69705817 0.64192659 0.52038717 0.33437274 0.29979455 0.34150324 0.52555516 0.58094389 0.58934695 0.43645784] [-0.89886717] [ 0.41651018 0.72994041 0.31597107 0.67303614 0.39556805 0.57385959 0.43569851 0.58176789 0.56392678 0.43830172] [-0.3992129] [ 0.2457243 0.68773165 0.30587722 0.64446699 0.40251755 0.60064072 0.37766709 0.61852717 0.49325597 0.42048999] [-0.28559709] [ 0.37407295 0.47046277 0.56970075 0.36233741 0.60832002 0.60220296 0.34599472 0.45878342 0.39958561 0.58760266] [-0.21076945] [ 0.65631358 0.56074789 0.53230633 0.42138752 0.32178359 0.44218719 0.49030725 0.50291225 0.52955237 0.53790514] [ 0.2037873] [ 0.12397528 0.55821236 0.47634226 0.60577379 0.44348343 0.74653678 0.40012515 0.53828475 0.42718638 0.554495 ] [-0.42948664] [ 0.44369165 0.67498475 0.40042168 0.54242225 0.35073121 0.44922408 0.39149539 0.43995239 0.55996153 0.45757961] [ 0.5011526] [ 0.3547308 0.48393314 0.57634898 0.42090048 0.42240541 0.41870672 0.38635916 0.39247461 0.50482016 0.35591295] [ 0.086636] [ 0.65317686 0.44254479 0.62501456 0.40269727 0.37678731 0.43454676 0.50214542 0.69168997 0.5040295 0.30714003] [-0.07461393] [ 0.24412128 0.47808055 0.62414829 0.41238255 0.46854363 0.71761105 0.42223844 0.34789591 0.47610763 0.54758425] [-0.39391307] [ 0.42568003 0.62231019 0.40089289 0.53750975 0.29573194 0.30430129 0.45260593 0.57990134 0.65601285 0.30531628] [ 0.91806354] [ 0.73842223 0.74595534 0.53928268 0.46001844 0.43630868 0.42435042 0.50669144 0.6450729 0.6316348 0.58308684] [-0.26371019] [ 0.55654837 0.75063889 0.40688913 0.62244057 0.222407 0.51943389 0.37524548 0.44225727 0.62666883 0.51576319] [-0.05043651] [ 0.35406795 0.39032812 0.66438343 0.41237248 0.40245452 0.61291725 0.48083227 0.49021775 0.45306355 0.4418801 ] [ 0.03882341] [ 0.45625486 0.59749766 0.58832368 0.56651881 0.55408766 0.56496293 0.50890175 0.50110315 0.51094126 0.54439503] [-0.64995644] [ 0.52063331 0.70226466 0.44477919 0.59042835 0.24237959 0.319721 0.45306636 0.54954605 0.68839666 0.35556655] [-1.43305713] [ 0.52239418 0.61657106 0.3718389 0.56655267 0.29614789 0.24257416 0.59023314 0.64602014 0.6220513 0.50583003] [ 0.28720447] [ 0.38505831 0.38669055 0.55634481 0.35341266 0.47114528 0.54797587 0.37634528 0.47482393 0.43059521 0.37634974] [ 0.33204352] [ 0.59915469 0.5534569 0.52819087 0.32857945 0.2811315 0.33504283 0.50718157 0.70027062 0.59781827 0.36717575] [-0.14290176] [ 0.51452299 0.52135965 0.47812037 0.3594576 0.35731726 0.46532582 0.49536725 0.49746522 0.49885186 0.43104965] [-1.16108297] [ 0.39313004 0.51670244 0.49328933 0.36484589 0.38224426 0.44828673 0.49950786 0.72588462 0.57053917 0.32184147] [-0.00633138] [ 0.5363133 0.47639767 0.48649729 0.45343283 0.2897314 0.51055516 0.49343486 0.43300305 0.49002927 0.41816793] [-0.98894714] [ 0.53239028 0.56833004 0.50342615 0.64824146 0.53553543 0.4934147 0.50978049 0.560792 0.50496308 0.3805734 ] [ 1.08038647] [ 0.41234541 0.58783172 0.45738431 0.58857252 0.44803779 0.51322484 0.39995038 0.45249442 0.54141898 0.41280642] [-0.41122291] [ 0.53744849 0.55589283 0.4885952 0.43104311 0.41344064 0.52751491 0.4580925 0.44740602 0.49511853 0.40540061] [-0.05422961] [ 0.5510272 0.66679725 0.53133628 0.50567027 0.41644564 0.42850028 0.44496802 0.49877718 0.64731639 0.49928734] [-0.36538047] [ 0.57807842 0.61700837 0.43014017 0.39366094 0.29239277 0.41691484 0.45636624 0.55460416 0.48685691 0.41026127] [-0.50683333] [ 0.5905275 0.40930248 0.5964984 0.39466616 0.47967693 0.54215544 0.36081856 0.5099189 0.44418846 0.48408579] [ 1.69102154] [ 0.53682966 0.64308756 0.46515659 0.43703606 0.24845366 0.28397341 0.55208311 0.69628828 0.63427108 0.28331492] [-1.2207231] [ 0.52304871 0.59906891 0.4721782 0.55641637 0.37494231 0.54911577 0.52040083 0.72266654 0.54494577 0.33143164] [ 0.15127564] [ 0.32538822 0.47840806 0.53368552 0.43137373 0.41389169 0.78304005 0.37244111 0.46697265 0.39624534 0.56109567] [ 0.07777883] [ 0.27652362 0.48318028 0.52164043 0.64559809 0.28535621 0.39403783 0.42008163 0.63555557 0.52155225 0.32799415] [-0.24232056] [ 0.53850306 0.68973417 0.47403483 0.41962845 0.36635134 0.45488758 0.53537435 0.55075336 0.57013433 0.57641094] [-0.77047975] [ 0.83379861 0.70657335 0.563164 0.26509395 0.22970729 0.24361573 0.68343269 0.7723118 0.73803905 0.32142471] [-0.11244451] [ 0.3470609 0.60277556 0.56411749 0.55262922 0.42724784 0.52429144 0.35345063 0.4673981 0.55544994 0.53624349] [-0.05125543] [ 0.37492406 0.6902701 0.443768 0.65110229 0.55852097 0.69028097 0.44590775 0.49147368 0.53055217 0.69452092] [-0.42682693] [ 0.40293637 0.62234108 0.56161514 0.59760726 0.52455002 0.65374614 0.45750192 0.52511068 0.55189982 0.52581749] [-0.82874652] [ 0.6179503 0.64134903 0.53021232 0.44119518 0.3188843 0.3731402 0.60566124 0.57843546 0.64814313 0.45321711] [-0.24059547] [ 0.59910437 0.72169373 0.47113166 0.55931698 0.19339939 0.36123291 0.52658381 0.79769708 0.61503877 0.31559867] [-1.02699166] [ 0.47110383 0.76558297 0.33559444 0.63828761 0.22510399 0.5076838 0.42087131 0.52243309 0.58939778 0.48949189] [-0.35160588] [ 0.33786601 0.5661629 0.36604707 0.63026524 0.44155029 0.60553976 0.37763788 0.61799977 0.55135651 0.57292837] [ 0.21638701] [ 0.20796686 0.42674672 0.53039549 0.51635537 0.4868714 0.71566964 0.40523806 0.37634623 0.41895015 0.55308849] [-0.61091884] [ 0.59285796 0.72382343 0.44917291 0.64113847 0.40305249 0.66410546 0.39998293 0.67451735 0.59833517 0.62080926] [ 0.00517198] [ 0.52891386 0.66894396 0.44513901 0.50598563 0.30704934 0.38751436 0.49857502 0.59582386 0.58315859 0.46353332] [ 0.14016899] [ 0.5279224 0.70699489 0.37051246 0.51220595 0.35368972 0.38033956 0.41580286 0.55801705 0.55034413 0.45307999] [-0.72297872] [ 0.38394049 0.6103597 0.43129045 0.63358503 0.34405408 0.434798 0.39053705 0.43868009 0.40485218 0.48818981] [-0.33032252] [ 0.50426948 0.70373626 0.4812989 0.42966037 0.36317916 0.48306517 0.4286534 0.67531539 0.60935187 0.53953271] [ 0.78575438] [ 0.49533373 0.43793631 0.61772365 0.38833421 0.50373561 0.55133864 0.47005716 0.50597733 0.33956282 0.53494661] [ 0.14932887] [ 0.32074329 0.625074 0.47322801 0.65419897 0.33166616 0.65249052 0.30634782 0.51460248 0.55163035 0.54431204] [ 1.99181679] [ 0.68232725 0.62137533 0.5569965 0.28652739 0.41621694 0.5099537 0.44191123 0.60067652 0.62497963 0.57787301] [-0.0489285] [ 0.21998169 0.54720287 0.3666034 0.64769337 0.45764519 0.73050409 0.39462031 0.44719034 0.47368904 0.44025224] [ 1.39794095] [ 0.61397633 0.64080867 0.41163378 0.41523887 0.26513456 0.42897799 0.57494928 0.83293402 0.5772887 0.24323614] [ 0.21786867] [ 0.64950099 0.7137516 0.55580171 0.57790524 0.4344018 0.51017648 0.4861481 0.62530694 0.57498571 0.49288631] [ 0.59259655] [ 0.69165282 0.60159946 0.60115513 0.46047511 0.38501793 0.59104348 0.5084431 0.52438087 0.60432123 0.51391659] [ 0.24866207] [ 0.3912565 0.49773968 0.55952864 0.58906428 0.50102625 0.61415284 0.41570028 0.5718781 0.58992211 0.50519443] [-0.44310888] [ 0.34703304 0.46887708 0.55191398 0.44068164 0.3885528 0.50097707 0.43921053 0.42392038 0.44227965 0.44341513] [-0.2601328] [ 0.35064798 0.66285024 0.36602143 0.62296097 0.43494995 0.61880486 0.37325966 0.60775274 0.48792809 0.45140144] [ 1.17777022] [ 0.82311006 0.62017405 0.60118139 0.21358424 0.34178608 0.25689758 0.60370313 0.72718579 0.71150939 0.30413334] [-0.38104304] [ 0.41899007 0.74474174 0.39692302 0.7365378 0.31608576 0.59918518 0.412704 0.40319348 0.65565308 0.51390213] [ 0.56064088] [ 0.51304542 0.45434345 0.53740631 0.38348467 0.42975019 0.56484125 0.46789885 0.74665618 0.55902914 0.34151077] [-1.15871057] [ 0.70768585 0.62866813 0.57804405 0.46619819 0.31472134 0.3837776 0.50850045 0.50193628 0.65847606 0.47808173] [ 0.17591921] [ 0.43925357 0.41454611 0.47158668 0.61508839 0.34428816 0.47563822 0.49442576 0.49093187 0.43750574 0.35125467] [-0.45935206] [ 0.71387799 0.55984811 0.57668187 0.3503791 0.30938091 0.35109496 0.56161694 0.51231242 0.59995517 0.40878542] [-0.22005642] [ 0.49177665 0.57497634 0.54049669 0.58845936 0.47328866 0.55987879 0.37964093 0.40844672 0.47030443 0.45188207] [-0.54308833] [ 0.47940051 0.66348103 0.45033434 0.67085612 0.43176101 0.38658792 0.50151028 0.59345266 0.59205178 0.49825743] [-0.70041216] [ 0.62139165 0.30373077 0.73354695 0.31545673 0.41776703 0.58099346 0.4513714 0.57833501 0.49585667 0.3949961 ] [-0.127544] [ 0.45246202 0.36345217 0.63780574 0.39436956 0.47242956 0.50630179 0.49960175 0.54577652 0.42502291 0.45413196] [-0.53196297] [ 0.42335318 0.56364726 0.47082153 0.45613407 0.45845197 0.51948151 0.50840254 0.59853521 0.60716482 0.43869174] [ 0.03437685] [ 0.28129911 0.53571292 0.47746216 0.63650631 0.47581428 0.58293613 0.43457161 0.45184963 0.56427569 0.50985004] [ 0.05009562] [ 0.46733326 0.6897545 0.52530481 0.71010484 0.39964966 0.68607891 0.33664072 0.47661148 0.49407046 0.61178934] [-0.34599382] [ 0.39892079 0.69438947 0.52488549 0.64668443 0.49338004 0.57873264 0.39594315 0.53406166 0.56272005 0.63391479] [ 0.56955425] [ 0.40729914 0.63377108 0.40259167 0.65594639 0.37138424 0.55696478 0.43057596 0.51131651 0.51079462 0.55144885] [-0.80597235] [ 0.56715988 0.55261334 0.49130171 0.46857396 0.45322458 0.52035988 0.45074005 0.36069561 0.48375716 0.49642319] [-0.23187134] [ 0.3384324 0.5816454 0.47231502 0.57882003 0.42471193 0.74015911 0.40832019 0.50848995 0.49524637 0.57776462] [-0.3855471] [ 0.43714782 0.6823805 0.4064152 0.51531338 0.32584681 0.58543133 0.35162022 0.54726221 0.57199919 0.50131892] [-0.81467684] [ 0.60690311 0.59534825 0.53622878 0.55239452 0.53351761 0.51634582 0.44019144 0.4656822 0.41021237 0.53387449] [ 1.26392362] [ 0.7268509 0.52640392 0.61374857 0.26512361 0.33174627 0.40683078 0.53412218 0.46638753 0.51831127 0.40452121] [-0.26439572] [ 0.25161328 0.69887097 0.34735318 0.67779236 0.40203334 0.53612164 0.40144567 0.50886848 0.56992181 0.55646843] [-0.96913136] [ 0.55071385 0.46288783 0.62450184 0.36651428 0.37754532 0.45618643 0.55996667 0.58849861 0.45451841 0.33959312] [ 0.00950087] [ 0.40296298 0.43932429 0.57825657 0.49651331 0.431902 0.64983219 0.46776562 0.53186847 0.3627269 0.47671363] [-0.74960602] [ 0.75411011 0.56881773 0.4633346 0.38706785 0.31312933 0.3091263 0.59103143 0.692397 0.5487237 0.31650687] [ 0.14667244] [ 0.43411321 0.76369871 0.42254198 0.52885636 0.28601415 0.48242832 0.43829257 0.63473038 0.60120729 0.53475778] [-0.28412251] [ 0.30268848 0.28788049 0.67671974 0.41859012 0.54350729 0.57316061 0.41810823 0.36641598 0.48407298 0.35711447] [-0.6807514] [ 0.64472558 0.5518049 0.4923967 0.35283679 0.41895088 0.5315975 0.49195816 0.49243742 0.41598453 0.44672277] [-0.17739283] [ 0.17096219 0.45924185 0.47531477 0.56323838 0.5217428 0.64796842 0.43237178 0.59036295 0.29768458 0.44861671] [-0.37132299] [ 0.45514944 0.70673874 0.38774496 0.6187064 0.47542263 0.56922617 0.49538904 0.58452307 0.5226309 0.59644798] [-0.47591554] [ 0.42822123 0.40858168 0.56627219 0.61298931 0.60951621 0.66153018 0.45527985 0.43812126 0.43060411 0.41852418] [-0.43356489] [ 0.56327302 0.65848196 0.41901365 0.47642645 0.33990398 0.33230709 0.4822287 0.53596168 0.53027319 0.5936843 ] [ 0.53101506] [ 0.56187973 0.61819792 0.40680166 0.59012248 0.39628727 0.38072192 0.45968265 0.41546425 0.61735387 0.66945704] [-0.08702861] [ 0.50711211 0.77179712 0.47583911 0.60295343 0.36165992 0.68482757 0.48864877 0.55999914 0.6262788 0.64612269] [ 0.18959568] [ 0.2743846 0.47254707 0.40990259 0.4477898 0.52289444 0.67581821 0.36354706 0.31774309 0.31709651 0.5574762 ] [-0.76665979] [ 0.57383756 0.59979302 0.57835187 0.56993068 0.51114106 0.62242866 0.47735901 0.53585847 0.53176892 0.5165411 ] [ 0.32930593] [ 0.23126791 0.46537568 0.62555726 0.57759799 0.42984203 0.74978075 0.35301026 0.35887163 0.37736959 0.58352556] [ 0.25543046] [ 0.61745255 0.52782963 0.55594181 0.3192277 0.38006806 0.45297698 0.47929826 0.5972727 0.53664232 0.44713542] [-0.001383] [ 0.33185698 0.81833337 0.25574964 0.79261152 0.4046964 0.59111361 0.43346645 0.45105611 0.52918998 0.72849054] [-1.08417347] [ 0.67251763 0.59397808 0.53216599 0.44304403 0.45467874 0.55816976 0.53614375 0.50073275 0.49751857 0.4884032 ] [-0.36303629] [ 0.42777114 0.36522732 0.65538495 0.39865288 0.50772935 0.62694187 0.51910032 0.49111676 0.31124881 0.43793805] [ 0.36581786] [ 0.18683487 0.48380573 0.5703725 0.52514655 0.50507563 0.59386868 0.43291682 0.39090482 0.54410867 0.48894219] [-0.4041054] [ 0.6341281 0.7055389 0.3945045 0.61190843 0.42836109 0.52115074 0.47328957 0.61988758 0.54818923 0.73687823] [-1.1684513] [ 0.56991119 0.65317597 0.5125726 0.5861765 0.24167543 0.49678598 0.41702763 0.44659308 0.53872401 0.4325856 ] [-0.68195164] [ 0.40061159 0.58690693 0.37319223 0.63223196 0.30099824 0.65527096 0.38841633 0.60143096 0.43476899 0.46378402] [-0.11775489] [ 0.34209718 0.66873245 0.38748805 0.71168566 0.43508301 0.66998834 0.48345545 0.59076122 0.43936745 0.50041466] [ 0.51432551] [ 0.18747402 0.55887045 0.46027012 0.66205313 0.53354879 0.65851329 0.44989287 0.3862728 0.44596358 0.51764613] [-0.33128642] [ 0.4689811 0.6313663 0.42502502 0.49917666 0.38727208 0.60177237 0.36536819 0.56297365 0.51581515 0.60592821] [ 0.13803862] [ 0.52974533 0.61634011 0.42621131 0.47398076 0.32908893 0.4617921 0.58965801 0.73166019 0.60974367 0.29187567] [-0.2645894] [ 0.31970015 0.66068108 0.47367014 0.53042542 0.38494132 0.69532302 0.35508497 0.48457441 0.52700213 0.56995249] [-1.22841289] [ 0.70799611 0.5343696 0.57199445 0.44681235 0.28684781 0.48269338 0.49364498 0.56552004 0.64050827 0.49891869] Progress: 50.9% ... Training loss: 0.347 ... Validation loss: 0.540[ 0.34238003] [ 0.57166784 0.53952519 0.5688496 0.53597276 0.42947348 0.55393418 0.50083591 0.57587765 0.61198395 0.41099356] [-0.37218646] [ 0.53201698 0.53740551 0.52321288 0.38652763 0.57780037 0.57599437 0.44871605 0.48654588 0.37603346 0.57098614] [-0.12108687] [ 0.43117924 0.66905062 0.51280106 0.68398501 0.41175297 0.5734481 0.31476276 0.52460262 0.47409399 0.63249905] [-0.07622559] [ 0.61252091 0.60787254 0.52751235 0.32248491 0.46183081 0.45071145 0.48586877 0.50112247 0.62391648 0.504268 ] [-1.11278273] [ 0.644479 0.23177503 0.72907039 0.13670096 0.65710312 0.49440421 0.62962191 0.51426656 0.34244556 0.39033697] [ 0.38207824] [ 0.48107613 0.68390284 0.37050165 0.48379711 0.28997958 0.4152485 0.47797571 0.51381812 0.6224579 0.45120306] [-0.61568693] [ 0.51751317 0.48811964 0.51171619 0.41553469 0.43850439 0.63812554 0.41880808 0.53335472 0.52597225 0.4944665 ] [-0.39291924] [ 0.35431174 0.71330582 0.35273464 0.68985921 0.33393881 0.55846647 0.53649456 0.54912537 0.53687114 0.51822361] [-0.26583532] [ 0.40192258 0.60781366 0.49143865 0.65301251 0.50786544 0.64075015 0.48106787 0.49757975 0.58771551 0.48082464] [ 0.55881425] [ 0.73649813 0.49634579 0.56997822 0.48741568 0.25763854 0.2982059 0.50809682 0.62889469 0.49761809 0.43260953] [-0.38405353] [ 0.77236488 0.45253595 0.62239396 0.35449843 0.25637638 0.33420087 0.58774305 0.64958827 0.52620009 0.33912373] [ 0.69707573] [ 0.40123424 0.67326406 0.47680004 0.60205022 0.35637134 0.47840198 0.43500635 0.65570868 0.59210531 0.40455295] [-0.12820944] [ 0.69223152 0.68307874 0.58283465 0.23895114 0.48957753 0.40509044 0.47099693 0.61084399 0.63664462 0.44525303] [ 0.12457117] [ 0.25201137 0.53794947 0.37641802 0.54905431 0.41454781 0.65194244 0.4371678 0.50422184 0.40579243 0.43022399] [-0.16598093] [ 0.54296962 0.59032317 0.49752573 0.51037791 0.42125299 0.75006686 0.45400775 0.5586778 0.44360992 0.63988064] [ 0.45601092] [ 0.74810649 0.5072628 0.57523239 0.36189744 0.37225217 0.36359659 0.45775942 0.50593586 0.47336319 0.50645806] [ 1.61039821] [ 0.61636767 0.28996003 0.65458585 0.30567082 0.44720296 0.3330553 0.54191922 0.57335457 0.38992758 0.22421207] [-0.1595132] [ 0.45610082 0.67237167 0.47514267 0.56276823 0.31240179 0.56024085 0.4021157 0.51853754 0.46257081 0.44466439] [ 0.07139645] [ 0.22427782 0.58401201 0.46790902 0.49870558 0.45994252 0.64780125 0.43368303 0.33171091 0.56299533 0.52647796] [-0.08460749] [ 0.7141409 0.6128273 0.52038295 0.24743411 0.41390045 0.35772855 0.51322929 0.5027504 0.58200475 0.47802024] [ 0.13588542] [ 0.31315576 0.67730641 0.36754506 0.74286545 0.37510711 0.66902034 0.51839961 0.56735809 0.47982809 0.55876754] [ 0.12837498] [ 0.62249069 0.63640461 0.48249131 0.34665562 0.42188621 0.31455167 0.45288438 0.49100026 0.57072855 0.55417113] [-0.43041204] [ 0.61194479 0.49007421 0.60084918 0.29580357 0.43509517 0.464169 0.51890908 0.581356 0.59409023 0.45918717] [ 0.46761429] [ 0.53903218 0.72896554 0.52920929 0.58487779 0.4930922 0.54705426 0.53755107 0.54642766 0.60928124 0.57596739] [-0.01937811] [ 0.44952219 0.75613312 0.46865265 0.57029095 0.49341452 0.69646201 0.55341082 0.53119825 0.49132661 0.6838385 ] [-0.33202207] [ 0.48077301 0.66127545 0.50350661 0.57710364 0.40466626 0.62140347 0.38043689 0.47517323 0.56041829 0.54665657] [ 1.38234514] [ 0.61005061 0.40409157 0.65535935 0.3116428 0.4573788 0.48813232 0.41574568 0.48202068 0.52672852 0.41460793] [-0.53779618] [ 0.36695946 0.6251103 0.42049133 0.61963994 0.32041319 0.52343355 0.38706478 0.58987152 0.48516858 0.41814262] [ 0.09933393] [ 0.5569194 0.72249926 0.46684505 0.62762213 0.42629888 0.65712349 0.50292782 0.53531167 0.60719949 0.61536325] [-0.20239302] [ 0.44797184 0.66393373 0.43978075 0.58340997 0.35679126 0.65479644 0.46844007 0.57021488 0.52460125 0.55394638] [ 0.02504587] [ 0.39496756 0.62975266 0.40268023 0.56090446 0.46406381 0.64002787 0.51903888 0.60345671 0.45015567 0.58775107] [-0.48771678] [ 0.34506011 0.75553837 0.32120116 0.67706432 0.26844935 0.45272749 0.51932654 0.62044041 0.58034086 0.45404877] [-0.13238859] [ 0.58737761 0.69269097 0.48107705 0.58698068 0.45355974 0.6274184 0.43732376 0.59305531 0.55436203 0.63262037] [ 0.71442552] [ 0.50545414 0.31932155 0.61003364 0.27135125 0.40217758 0.52996339 0.44369372 0.45431252 0.31414322 0.39227422] [ 1.54531164] [ 0.5492653 0.57213372 0.45681834 0.62113273 0.28460429 0.34896879 0.43539977 0.6332388 0.58736841 0.63937992] [ 0.04410552] [ 0.33146293 0.6257629 0.50206191 0.64950078 0.47698989 0.6828065 0.40438899 0.46502245 0.59553381 0.54723629] [-0.03573575] [ 0.68878648 0.47681864 0.58409348 0.41486594 0.50507251 0.44022515 0.51383194 0.48079583 0.48439757 0.33113424] [ 0.35887794] [ 0.33230694 0.72829905 0.34476342 0.59530722 0.39313526 0.51386097 0.46857725 0.51595514 0.64252961 0.49274311] [ 0.83602068] [ 0.69238286 0.52059852 0.63648127 0.33870814 0.50011884 0.37622166 0.62880556 0.60201775 0.52557536 0.4658295 ] [ 0.41795339] [ 0.52176985 0.735225 0.32096429 0.47075298 0.30599674 0.57575409 0.35081134 0.57364527 0.55951529 0.52441109] [-0.24443986] [ 0.6450291 0.63362847 0.52683882 0.34942672 0.41607565 0.59676841 0.59684789 0.50268648 0.53271621 0.52563742] [ 0.01680287] [ 0.72877933 0.58182299 0.61627714 0.41095169 0.35216259 0.38453024 0.49626627 0.68752194 0.59064583 0.38151748] [ 0.77889928] [ 0.51448457 0.66469451 0.48766209 0.48599716 0.42101756 0.46806274 0.37682082 0.49178752 0.59738672 0.54109066] [ 0.30143049] [ 0.2794895 0.51712664 0.5240908 0.45784477 0.45338782 0.67920353 0.37992495 0.40735703 0.38676364 0.63121787] [-0.02475092] [ 0.34523211 0.70830275 0.36274167 0.67067735 0.40647327 0.68732089 0.44428611 0.62766069 0.52344517 0.49253029] [-0.11735585] [ 0.57709618 0.50943404 0.58359163 0.39006135 0.50159362 0.51045812 0.49620616 0.53919956 0.49472148 0.4419899 ] [ 0.55586806] [ 0.20202569 0.2950227 0.6256359 0.44283895 0.59986745 0.65238921 0.49064626 0.27742406 0.39302617 0.70800356] [ 1.03561112] [ 0.35585987 0.64113446 0.40910438 0.6615872 0.29969742 0.49306748 0.43459076 0.51577023 0.50984498 0.43586121] [-0.19434494] [ 0.58132204 0.68828036 0.52754872 0.38738912 0.38006785 0.57551344 0.53045124 0.65813334 0.61238701 0.54285671] [ 0.94773784] [ 0.68849227 0.62618508 0.56232785 0.54780463 0.37632747 0.51893758 0.43353793 0.70858618 0.51878364 0.42684788] [-1.30530653] [ 0.68413458 0.74579272 0.55415805 0.3327186 0.4235935 0.40177716 0.65808862 0.64462226 0.69478017 0.44447043] [ 0.33961613] [ 0.44304782 0.63013528 0.42281887 0.56743566 0.34438085 0.37807193 0.500815 0.48390041 0.52134741 0.57212277] [ 0.0354859] [ 0.24253134 0.4949722 0.60586089 0.51829085 0.44804446 0.70094309 0.42361933 0.45526426 0.31726848 0.4796075 ] [ 0.57519896] [ 0.50976608 0.65081676 0.42114421 0.5837408 0.28231106 0.41454495 0.53564316 0.69557086 0.5296272 0.34954776] [ 0.04211638] [ 0.49155328 0.68201575 0.44968166 0.62416706 0.25602236 0.43817845 0.48549929 0.57787324 0.57195587 0.52341523] [ 1.39945343] [ 0.66447413 0.48095119 0.57022007 0.32758754 0.35533913 0.30883436 0.5144658 0.58091547 0.50242451 0.25447215] [ 0.14117156] [ 0.37491911 0.59113841 0.54745238 0.52713087 0.39062898 0.65606044 0.39885915 0.55192587 0.49362552 0.53126449] [-0.09509555] [ 0.7096834 0.73770414 0.51947628 0.60721121 0.4410331 0.32583246 0.51774026 0.65054468 0.69925381 0.66092524] [-0.16761382] [ 0.26768218 0.47066898 0.51398786 0.62982274 0.43191049 0.6630341 0.36947942 0.5584478 0.38058553 0.4779854 ] [-0.45340401] [ 0.5638537 0.40044022 0.66703142 0.26054026 0.53123068 0.54723714 0.46925505 0.47842874 0.38751885 0.54897089] [-0.92987133] [ 0.56998669 0.7255305 0.36156418 0.6367834 0.26753906 0.31498649 0.52807489 0.58862852 0.67787507 0.6241153 ] [ 0.07203519] [ 0.49659302 0.61571078 0.44139844 0.51110717 0.42859993 0.66763766 0.35852136 0.38419096 0.42979713 0.68585333] [ 1.95319137] [ 0.67934377 0.77084252 0.51175108 0.45789702 0.35852632 0.44995246 0.5079435 0.56766971 0.63532949 0.54482423] [-0.45413962] [ 0.57159356 0.7021094 0.48423999 0.52398201 0.44402055 0.60482407 0.47964569 0.44817489 0.49874881 0.54865804] [ 0.23769231] [ 0.49339072 0.78976774 0.36021227 0.61910972 0.32932132 0.64029144 0.32983703 0.39150187 0.56579136 0.70337926] [ 0.26976067] [ 0.24403835 0.65170948 0.35941211 0.54220985 0.39605907 0.64973894 0.33409034 0.53436399 0.47484432 0.53797006] [-0.38139074] [ 0.47791378 0.69909557 0.35739602 0.56324201 0.47478284 0.54630525 0.50883919 0.41013308 0.46117685 0.56336974] [-0.28959527] [ 0.39643613 0.66515237 0.45136199 0.51388602 0.39101984 0.5942207 0.43456002 0.38449135 0.53209207 0.51635282] [ 0.32253173] [ 0.14919639 0.47299303 0.49345907 0.64837508 0.48718412 0.69156526 0.42197877 0.3600293 0.49292195 0.46272115] [ 0.81207401] [ 0.2631438 0.71264416 0.468067 0.52628923 0.3836897 0.48206881 0.38480874 0.54317523 0.56737697 0.51243138] [ 0.98936652] [ 0.62722465 0.66164817 0.52212688 0.44075474 0.42013613 0.58249585 0.53256331 0.45698278 0.65627907 0.51463073] [ 0.1093668] [ 0.35253041 0.78468109 0.34629322 0.68649991 0.23757845 0.68023691 0.3699048 0.53730641 0.56433651 0.66883541] [ 0.07371984] [ 0.4258974 0.52197334 0.5045361 0.30663053 0.36758538 0.55191132 0.45212965 0.55287812 0.42913506 0.39408623] [-0.92078401] [ 0.45451921 0.63570731 0.41194695 0.53997182 0.36151208 0.37216016 0.5325055 0.58077581 0.61060556 0.29637588] [ 0.4860729] [ 0.58797505 0.55921336 0.53174797 0.56970019 0.29589989 0.46708486 0.45627925 0.39913931 0.51751722 0.5085693 ] [-0.33863727] [ 0.46092068 0.43779649 0.56305166 0.41082058 0.47499405 0.77547839 0.41707063 0.58885192 0.51726385 0.55435756] [-0.40601579] [ 0.66399446 0.41968926 0.63392979 0.3871619 0.44379301 0.45804435 0.49133154 0.44581461 0.54712538 0.35084561] [-0.3134521] [ 0.43037773 0.21382932 0.6497739 0.44963402 0.59076444 0.61589028 0.41541619 0.34134767 0.30580425 0.37477653] [ 0.39175148] [ 0.55880256 0.55940801 0.57032087 0.50599901 0.30871717 0.34363888 0.4582565 0.56713911 0.57284694 0.38563005] [-0.357179] [ 0.47527516 0.51479059 0.64677285 0.43504309 0.61693073 0.63028939 0.50091507 0.46508009 0.47885651 0.51435878] [ 0.36113972] [ 0.30939633 0.63473451 0.49106725 0.51958631 0.51780878 0.64657202 0.41967267 0.32139585 0.39493408 0.66658793] [-0.66910803] [ 0.51727416 0.58872567 0.48185234 0.44555418 0.24673662 0.29845611 0.38758132 0.63270534 0.58662113 0.31192298] [ 1.83346888] [ 0.742657 0.5174649 0.56192504 0.4459931 0.37235927 0.4024967 0.50913158 0.57671186 0.45873611 0.44378232] [ 0.20414915] [ 0.40058806 0.82210598 0.41664896 0.73042229 0.39084902 0.74605485 0.34409697 0.52117537 0.57228955 0.71000462] [ 0.19880589] [ 0.50814468 0.71841395 0.3671124 0.64847012 0.27367258 0.61112716 0.39612998 0.47843546 0.58222721 0.63928043] [-0.19423987] [ 0.52304375 0.68443977 0.38872764 0.60664011 0.56573443 0.71982663 0.36544311 0.61838175 0.45785314 0.59232305] [ 0.13695861] [ 0.36218046 0.73671249 0.4504189 0.54800217 0.62496387 0.58446667 0.43253505 0.33182002 0.51267313 0.63783629] [-0.07776732] [ 0.36175329 0.53042411 0.44226361 0.28939437 0.47166918 0.57539219 0.39607301 0.46922112 0.39053089 0.43248076] [ 0.26456163] [ 0.63749531 0.63599754 0.53561141 0.38607589 0.42358144 0.52552145 0.50881108 0.61026589 0.59583264 0.53213394] [ 0.05035542] [ 0.333193 0.69716127 0.37988366 0.64859314 0.41168856 0.69900748 0.29226245 0.5737825 0.53434314 0.6576428 ] [-0.67382052] [ 0.34198809 0.30428983 0.60751986 0.33226587 0.47039781 0.39063718 0.49141337 0.57182463 0.38887116 0.24183231] [ 0.27412001] [ 0.28867755 0.48311112 0.64780221 0.46120187 0.54358288 0.67993893 0.44526047 0.34076709 0.38683984 0.52892009] [ 0.11201113] [ 0.63618529 0.30336602 0.61776272 0.46872887 0.34413895 0.4236859 0.5219508 0.44689544 0.37883823 0.37949616] [ 0.21967632] [ 0.73784622 0.57762707 0.51466342 0.264546 0.37890224 0.28805108 0.49792967 0.52899535 0.58439037 0.37315247] [-0.26597043] [ 0.55247506 0.19928589 0.75307356 0.36713259 0.50805607 0.4693568 0.46496957 0.42532904 0.32213877 0.33231002] [ 0.46084512] [ 0.28405125 0.67665531 0.42538689 0.63037431 0.52744933 0.65836954 0.42158677 0.38267993 0.38303325 0.67848818] [ 0.52172987] [ 0.64072016 0.61492729 0.55425407 0.52586605 0.46630398 0.36648418 0.51482204 0.66089872 0.5774156 0.47283161] [ 0.49690197] [ 0.56783196 0.60053235 0.51564687 0.56020415 0.36855138 0.3953294 0.46261471 0.60979401 0.58173315 0.55025142] [-0.00227806] [ 0.21080363 0.48669596 0.52546025 0.52038137 0.38133511 0.54858256 0.50822024 0.53604442 0.58412465 0.33948803] [ 0.21169295] [ 0.49560624 0.79565594 0.39854684 0.45489858 0.37434135 0.62469185 0.48713002 0.49768367 0.65824312 0.71121575] [ 0.6385712] [ 0.75720909 0.45434676 0.62532484 0.24935609 0.44097793 0.43886083 0.60421261 0.63879314 0.48302232 0.36608311] [-0.57793541] [ 0.7218807 0.58561222 0.66031206 0.355778 0.44270455 0.35204507 0.56136991 0.71382419 0.55182971 0.39005296] [ 0.14226718] [ 0.4028913 0.62976779 0.50760002 0.58141216 0.44291549 0.51104794 0.44245436 0.50854196 0.59856268 0.44057171] [ 1.44933058] [ 0.58785968 0.5486898 0.52968083 0.56408474 0.42311484 0.48934274 0.44222691 0.57054774 0.52630039 0.42570268] [ 0.9734975] [ 0.69571852 0.6416751 0.53042539 0.29375794 0.45947056 0.33478869 0.61650941 0.5113195 0.67152828 0.35281464] [ 0.15390138] [ 0.70889127 0.57411733 0.42105662 0.42132781 0.28312085 0.55872548 0.41511544 0.49894211 0.49295005 0.45896292] [ 0.24652926] [ 0.5795596 0.61649955 0.50985327 0.35380999 0.38613965 0.47392585 0.5513416 0.60366978 0.53731977 0.41675592] [ 1.28043688] [ 0.74325131 0.45014308 0.6556945 0.36466956 0.48199134 0.34033415 0.46851491 0.51742322 0.51471291 0.31992216] [ 0.42002354] [ 0.16519141 0.43066429 0.54971358 0.56506972 0.43394434 0.76819756 0.40257198 0.37711827 0.4427515 0.53884061] [ 0.25392745] [ 0.46807538 0.75141816 0.42549828 0.5022872 0.46686439 0.59899261 0.54008177 0.50007762 0.63908105 0.61407943] [ 0.44797487] [ 0.25335612 0.57728387 0.55072289 0.53803015 0.48353648 0.71727745 0.3297665 0.42127175 0.44527163 0.65612873] [ 0.23944093] [ 0.33807638 0.6187515 0.52503468 0.47971423 0.40127533 0.51183963 0.50585402 0.48837605 0.52684844 0.50096677] [ 1.13741699] [ 0.68821172 0.51921693 0.65879815 0.32172926 0.50925726 0.5090322 0.51053113 0.53040583 0.4420392 0.49068016] [ 0.13314501] [ 0.47276089 0.63259846 0.46413967 0.67087348 0.552798 0.72769554 0.44228965 0.49736026 0.4791203 0.56931483] [ 0.51049442] [ 0.27433802 0.47246384 0.56701665 0.57876286 0.54057246 0.58724169 0.39667703 0.43125765 0.58065506 0.48590582] [ 1.17210215] [ 0.48092404 0.40962944 0.61176359 0.42804851 0.45302222 0.35240774 0.52136025 0.51409219 0.52057387 0.2474267 ] [ 0.56413508] [ 0.23390658 0.43714565 0.52020833 0.53122572 0.60757893 0.56596056 0.47364682 0.26634933 0.3368672 0.74235768] [ 0.5053259] [ 0.1617142 0.53655277 0.58772047 0.40216412 0.54547746 0.73926147 0.43296067 0.31623424 0.48679877 0.64525702] [-0.24686243] [ 0.40525101 0.44597462 0.64008798 0.37424616 0.51275317 0.53254634 0.52041689 0.51807355 0.47045944 0.5478499 ] [ 0.77161077] [ 0.44766697 0.6212264 0.46582429 0.33371544 0.36199994 0.59876959 0.43813032 0.50943461 0.58823512 0.51037851] [ 0.61138747] [ 0.18693512 0.56400431 0.43774977 0.56425271 0.56216266 0.68437226 0.34205026 0.35177071 0.43211675 0.62350198] [-0.33842613] [ 0.62776451 0.54149472 0.50722819 0.4729443 0.52721578 0.45792854 0.51354246 0.46025489 0.55820694 0.37670663] [-0.36634768] [ 0.47275205 0.81066493 0.33224341 0.54293157 0.28670812 0.46064309 0.3959092 0.55779007 0.69764208 0.55871131] [ 0.39171252] [ 0.52503729 0.54431153 0.53143756 0.36141123 0.40381201 0.61740986 0.4624761 0.72010102 0.59556482 0.43485287] [ 0.09274887] [ 0.41364691 0.6654169 0.48478523 0.69871492 0.52965659 0.61701523 0.38344042 0.43570131 0.4363562 0.63887627] [ 0.60083611] [ 0.20183746 0.6197879 0.53018725 0.56372462 0.52026396 0.76487438 0.41954101 0.35663193 0.4842819 0.66208263] [ 0.24007411] [ 0.38757997 0.34139279 0.7051236 0.38556291 0.452606 0.65214824 0.39999393 0.36953193 0.43603805 0.46198801] [ 0.76076237] [ 0.6628624 0.31596457 0.54751556 0.47288109 0.39838709 0.48944641 0.50960598 0.4873884 0.36748291 0.34924844] Progress: 51.1% ... Training loss: 0.349 ... Validation loss: 0.519[-0.03888796] [ 0.27790919 0.77181556 0.3775072 0.68770688 0.3848489 0.64224633 0.40303448 0.44181857 0.446238 0.60677577] [ 0.27569753] [ 0.18642869 0.58170927 0.45730249 0.54673641 0.43394243 0.47450308 0.38035562 0.47389622 0.5139172 0.43196484] [-0.78198944] [ 0.58639161 0.59426621 0.54747703 0.45980084 0.48444861 0.47561096 0.50080415 0.546502 0.49596831 0.58339384] [ 0.21248414] [ 0.56279075 0.70652598 0.48062275 0.48255303 0.36472056 0.43889542 0.45554312 0.54672302 0.55867082 0.4958217 ] [ 0.09347622] [ 0.2851931 0.45664453 0.5038736 0.56862959 0.3681161 0.63105267 0.35205027 0.45830824 0.45660143 0.46992787] [-0.30046725] [ 0.48673977 0.33802443 0.57387678 0.30952455 0.49140392 0.44931586 0.55696076 0.50821517 0.40339277 0.30474629] [-0.19459022] [ 0.38452878 0.73134076 0.29822731 0.69546713 0.2806892 0.41726404 0.52826572 0.65226818 0.58910141 0.6529612 ] [-0.51659515] [ 0.73171264 0.56661384 0.55322263 0.29949186 0.36449041 0.47024379 0.53618125 0.56540475 0.63083409 0.47946356] [-0.64955454] [ 0.4676546 0.13801588 0.80811392 0.24798404 0.55271692 0.54518468 0.50344048 0.44208771 0.2553469 0.40755787] [-0.58183236] [ 0.54691311 0.54424017 0.56240747 0.27191799 0.49158553 0.5456401 0.49421496 0.65563493 0.54182948 0.52643536] [ 0.03086758] [ 0.28218148 0.51691711 0.52590374 0.45438221 0.44956146 0.6728172 0.38268378 0.41356052 0.39011587 0.62510145] [-0.51498031] [ 0.43422423 0.37286955 0.6686639 0.37499003 0.54083135 0.5474406 0.43388979 0.59872525 0.51410088 0.41687688] [ 0.89251984] [ 0.73630635 0.74563054 0.53823949 0.46116613 0.43622925 0.42563609 0.50541381 0.64252727 0.6301581 0.58547804] [-0.67562507] [ 0.77774111 0.48585283 0.61349857 0.32825922 0.41566527 0.5052191 0.5290201 0.6839874 0.55635293 0.44710395] [ 1.11628044] [ 0.37837606 0.60506228 0.45208087 0.43045935 0.39059252 0.41803438 0.49732078 0.57805305 0.63582209 0.30271774] [ 0.53738284] [ 0.49583347 0.51696827 0.50051945 0.42880986 0.44638547 0.39070515 0.62545978 0.59889325 0.5531355 0.25068866] [-0.46364116] [ 0.38228471 0.46629639 0.5561982 0.31763792 0.45077881 0.48171785 0.6157305 0.57260142 0.49258942 0.3345595 ] [ 0.13679059] [ 0.31905543 0.71696971 0.38464959 0.59056502 0.40779611 0.48702161 0.476745 0.57984921 0.72460895 0.41794485] [-0.24656955] [ 0.27641418 0.69450951 0.48648217 0.5184774 0.44122199 0.51562392 0.39021345 0.51472272 0.50270351 0.67672576] [ 1.81168743] [ 0.67301408 0.50121267 0.49672349 0.37685155 0.29032024 0.28567829 0.49414405 0.71528723 0.56035939 0.25605053] [-0.23755587] [ 0.40212165 0.33383314 0.69932062 0.38786697 0.62369455 0.55947039 0.41193004 0.33798277 0.40418553 0.44270129] [-0.05760001] [ 0.29931733 0.54330331 0.46233796 0.55192643 0.35470847 0.45209668 0.51557378 0.47961033 0.48686044 0.47250301] [-0.50910405] [ 0.62128963 0.63216787 0.52681516 0.26952768 0.4328918 0.47116962 0.44960917 0.60313938 0.50441764 0.57616506] [-0.43298246] [ 0.49350665 0.50236481 0.52175858 0.41319429 0.45038522 0.72321468 0.46528448 0.62953342 0.50600682 0.4632346 ] [-0.52956904] [ 0.44100512 0.78462339 0.35096676 0.58285166 0.29156043 0.5633504 0.36117474 0.5299702 0.61273377 0.58718999] [ 0.27176375] [ 0.26537694 0.541648 0.53701869 0.56056486 0.51495885 0.70698087 0.32999346 0.42119937 0.38239922 0.71895499] [ 0.16451705] [ 0.68507296 0.46705948 0.64353339 0.20115763 0.35220432 0.3394738 0.54055999 0.67932662 0.5562758 0.29329367] [ 0.1977627] [ 0.35203013 0.58911028 0.45482511 0.57838987 0.4235559 0.62683305 0.41258566 0.62152468 0.65205812 0.46852407] [-0.82318692] [ 0.36048802 0.41877939 0.46070852 0.58502471 0.45024421 0.50909282 0.43110574 0.50900719 0.39486506 0.31495232] [-0.49657252] [ 0.21943822 0.52649488 0.49102872 0.61510085 0.41366077 0.58758608 0.37156729 0.54888114 0.49331951 0.48299357] [ 0.21036309] [ 0.2634066 0.66389962 0.51300102 0.5343838 0.43806697 0.7293857 0.36965938 0.36548602 0.44772274 0.66576616] [-0.02356521] [ 0.36961954 0.45982823 0.48302645 0.66786199 0.39663428 0.62205954 0.38464187 0.399525 0.37184133 0.43535783] [-0.51818903] [ 0.26916504 0.57412867 0.43566884 0.6870984 0.43076801 0.56081657 0.50628586 0.49113996 0.50308743 0.40151747] [ 1.39107258] [ 0.23185898 0.65110155 0.39206645 0.59457215 0.32947532 0.4154132 0.48612604 0.57685743 0.67705972 0.29765897] [ 0.27035617] [ 0.66190064 0.44447562 0.52653925 0.42417343 0.26910318 0.35554379 0.44045549 0.63231076 0.50613228 0.30237988] [ 0.56722889] [ 0.30668533 0.61682494 0.40945266 0.62292121 0.41756467 0.56591041 0.45031164 0.57757019 0.49272534 0.53336492] [ 0.02724391] [ 0.15644285 0.34382352 0.5351207 0.6204019 0.44631453 0.61683646 0.3517003 0.40332026 0.41299062 0.39272921] [-0.0999883] [ 0.63542852 0.37555179 0.63231348 0.28498719 0.42518748 0.48364495 0.56914547 0.56759212 0.36307465 0.36781894] [ 1.03487809] [ 0.74303443 0.66894015 0.56677952 0.3492882 0.41452585 0.27603067 0.63943543 0.67188932 0.64443563 0.39467759] [-0.26664687] [ 0.56296697 0.62187499 0.45776317 0.58429185 0.45075165 0.49348555 0.45019904 0.61042878 0.44812012 0.48038079] [ 0.32017368] [ 0.69313408 0.49160739 0.57313758 0.44485334 0.30774042 0.48730381 0.42794976 0.40434257 0.55055367 0.46047482] [ 0.6707557] [ 0.64658702 0.60819741 0.53850478 0.35259992 0.45819508 0.41455743 0.6052216 0.51486735 0.64480233 0.41485192] [-0.05760001] [ 0.29931733 0.54330331 0.46233796 0.55192643 0.35470847 0.45209668 0.51557378 0.47961033 0.48686044 0.47250301] [ 0.03789396] [ 0.52840434 0.47597682 0.48324728 0.4580168 0.29313587 0.52138346 0.48839408 0.42196076 0.48450012 0.42918702] [-0.71355713] [ 0.68749923 0.64849552 0.51743784 0.42140187 0.35732704 0.42644774 0.49772608 0.48560296 0.56473139 0.52199013] [ 0.74703931] [ 0.73676031 0.66498867 0.56102642 0.43521846 0.36650758 0.41070168 0.49945184 0.63866069 0.57597929 0.40487295] [ 0.27581354] [ 0.3199722 0.53846188 0.49129585 0.52883588 0.36986802 0.50572265 0.43221924 0.61102855 0.54486588 0.39125978] [-0.49248027] [ 0.59501291 0.57159092 0.46098254 0.54950673 0.35539855 0.36196862 0.44779773 0.48481013 0.59862889 0.3290693 ] [-0.38166661] [ 0.6162038 0.62887259 0.51973733 0.38566828 0.3689134 0.57499379 0.53715592 0.61905215 0.56145681 0.47386882] [-0.05814719] [ 0.44644919 0.39586332 0.68104206 0.47515826 0.49593066 0.43502235 0.45161995 0.43171126 0.51396471 0.34664144] [ 0.2219131] [ 0.38697084 0.72145443 0.39729337 0.62304892 0.32189186 0.59906871 0.35702713 0.5044061 0.57323441 0.61914673] [-0.94640243] [ 0.35954167 0.6312987 0.42899133 0.63173568 0.34501118 0.49684999 0.4363889 0.54304531 0.48578881 0.39237727] [ 0.60362722] [ 0.54619046 0.69189889 0.54041003 0.34838839 0.38422333 0.48407164 0.48968305 0.50487255 0.58500367 0.60178484] [ 0.13520861] [ 0.64313811 0.60718903 0.55546114 0.40637079 0.35259261 0.44029565 0.41493817 0.54063337 0.62462723 0.52854055] [-0.06529] [ 0.28437545 0.59422093 0.41861242 0.53320779 0.44123095 0.59608245 0.36437807 0.3649759 0.37491834 0.57688134] [-0.13720872] [ 0.22527489 0.21801324 0.71687916 0.42943842 0.58470666 0.66136663 0.43816378 0.25803867 0.32859889 0.36515208] [-0.82429475] [ 0.42120193 0.68994609 0.4537309 0.5809591 0.40878362 0.52660015 0.49016476 0.57463418 0.52847715 0.53502442] [-0.81820253] [ 0.38169408 0.30884893 0.67805816 0.39561276 0.48911736 0.50944403 0.54750825 0.39929413 0.42980117 0.39800506] [-0.27700399] [ 0.4472572 0.40074838 0.52047953 0.35502734 0.54761981 0.6838724 0.41095172 0.52597982 0.40797678 0.44202987] [-0.59198728] [ 0.62056711 0.54574489 0.54225407 0.52676223 0.45214907 0.53619509 0.41281493 0.64850953 0.63544193 0.42744733] [-0.25708651] [ 0.29209593 0.31642721 0.66481748 0.46472518 0.56510397 0.48337769 0.5011803 0.38531251 0.4567158 0.61871497] [-0.42657754] [ 0.69656801 0.62314221 0.50992992 0.41034526 0.41274251 0.43075792 0.57515377 0.57590293 0.58284576 0.46212412] [ 0.103097] [ 0.25259442 0.55923685 0.49185877 0.5119791 0.42323005 0.68863117 0.36452881 0.42422593 0.41184223 0.63754874] [-0.36922286] [ 0.66194938 0.56044328 0.56334637 0.32345455 0.40005892 0.60598987 0.52569125 0.64331889 0.53081328 0.45593017] [-0.22927612] [ 0.55518032 0.39715072 0.58698194 0.37269892 0.49152 0.52712621 0.56881202 0.5340701 0.3487929 0.43365094] [-0.02114092] [ 0.14654077 0.53104637 0.4619446 0.59840166 0.42807382 0.67159941 0.40877526 0.35557085 0.56241929 0.48752565] [-0.63192618] [ 0.41699725 0.51348243 0.48644901 0.45896298 0.38685113 0.52736203 0.46062488 0.60899287 0.61157626 0.35066223] [ 1.41926487] [ 0.53226383 0.76681873 0.49651318 0.52720453 0.33597697 0.53755721 0.50692158 0.64559784 0.58782981 0.49889486] [ 1.05446053] [ 0.52413419 0.50074839 0.48067709 0.53153784 0.40129573 0.42590439 0.4646271 0.51174836 0.46073568 0.40961278] [-0.4184322] [ 0.38075471 0.61374208 0.44636615 0.55344855 0.36840243 0.61447815 0.56413862 0.70163858 0.42301333 0.4019146 ] [-0.99304821] [ 0.45101834 0.52830609 0.51024289 0.50885083 0.43214096 0.45578675 0.44006867 0.44595083 0.34047701 0.4056077 ] [-0.07883639] [ 0.24001452 0.57843793 0.40113718 0.55055142 0.40770432 0.59008556 0.33489258 0.53391149 0.46083224 0.47434803] [-0.85844168] [ 0.74875423 0.6982046 0.48219585 0.48991072 0.27087494 0.33376185 0.4497762 0.5645769 0.69663977 0.55044904] [-0.27496817] [ 0.59163925 0.38889996 0.67131971 0.32611102 0.48028256 0.47437631 0.43514298 0.51421787 0.42986396 0.52426811] [-1.45082835] [ 0.55807811 0.26981267 0.76833147 0.22729566 0.54164729 0.42268272 0.54381386 0.46635934 0.31045032 0.37808716] [-0.65823989] [ 0.40688681 0.49505871 0.4382298 0.32970129 0.3961027 0.48060203 0.48248278 0.57184473 0.53218403 0.32095947] [-0.21488267] [ 0.66230253 0.58429133 0.45018849 0.52362269 0.34997152 0.36239109 0.5633493 0.62526833 0.56039519 0.31090941] [ 0.25682732] [ 0.23833473 0.34943645 0.57272083 0.52068347 0.52924163 0.64145352 0.45258396 0.34628647 0.376709 0.70144326] [-0.15425732] [ 0.35746864 0.4682303 0.5914263 0.52647773 0.40522477 0.69680877 0.48343194 0.56402932 0.33064283 0.46634152] [ 0.07830507] [ 0.35639094 0.69695273 0.28974668 0.74266676 0.40199929 0.47755112 0.42676986 0.29708998 0.49011889 0.78216617] [-0.37638893] [ 0.38057256 0.40535989 0.64957606 0.32583478 0.47530258 0.57445448 0.46698444 0.50347331 0.44759576 0.44508692] [-0.20528172] [ 0.58702988 0.5778747 0.42632994 0.51506832 0.30826874 0.26866434 0.45890941 0.55845291 0.50606742 0.47365408] [ 0.14372883] [ 0.23552918 0.56916943 0.43631634 0.45104524 0.52118802 0.66807027 0.27506277 0.41260553 0.35627976 0.55615988] [ 0.01940828] [ 0.48788575 0.50185337 0.47185376 0.28581661 0.39170471 0.34311587 0.50780765 0.59728776 0.56375848 0.23655267] [ 0.51197223] [ 0.39977462 0.47300863 0.49682364 0.53794442 0.43707253 0.56617455 0.36788762 0.5017267 0.4820357 0.48935822] [ 0.41520774] [ 0.61100522 0.7044929 0.53218961 0.56455369 0.40585548 0.48702439 0.56761154 0.57866006 0.5851862 0.64598225] [ 0.01233045] [ 0.20012742 0.58985236 0.44363222 0.63045178 0.40407672 0.6106167 0.32129036 0.51981303 0.52706515 0.55635097] [ 0.04219185] [ 0.40029556 0.53208767 0.4302679 0.60018172 0.35444463 0.60166562 0.46903384 0.58620621 0.41388624 0.49519578] [-0.55811506] [ 0.37548332 0.24562513 0.66225053 0.36284801 0.60754045 0.47928659 0.3721606 0.46661474 0.30569571 0.52044977] [-0.12598885] [ 0.16958847 0.56274299 0.46106485 0.65003646 0.38403464 0.52621394 0.34509791 0.49935259 0.48807676 0.5138048 ] [-0.64021302] [ 0.49556827 0.59839797 0.47939517 0.66340641 0.56344771 0.49997638 0.37710969 0.57309318 0.49792416 0.49500241] [ 0.61109376] [ 0.86841262 0.63297164 0.59475123 0.15011236 0.28564319 0.24047571 0.67319202 0.69849528 0.69955928 0.34225926] [-0.11570192] [ 0.56986007 0.55501215 0.66180722 0.48993872 0.50921284 0.52485008 0.48929361 0.59161033 0.58406617 0.50381291] [ 0.43936892] [ 0.55628305 0.65243945 0.44653298 0.58689148 0.23433527 0.38543143 0.48686841 0.61106853 0.55755536 0.43587821] [-0.32970573] [ 0.29825325 0.34933257 0.70686201 0.44627193 0.46005437 0.59303984 0.4453997 0.37354576 0.38153933 0.46849335] [-0.52536674] [ 0.67520345 0.63556174 0.52382831 0.40678441 0.38568373 0.36844566 0.44381668 0.55861116 0.67330129 0.43644534] [ 0.07493376] [ 0.21318114 0.48690689 0.60232621 0.57460013 0.43770034 0.60383327 0.45295221 0.45162929 0.42616291 0.61719534] [-0.38809125] [ 0.70787283 0.69584841 0.60974981 0.55272454 0.4891395 0.47889754 0.50718704 0.57945637 0.6794457 0.50674972] [-0.28563829] [ 0.35437921 0.64424642 0.358804 0.58877514 0.44843297 0.74069242 0.39727429 0.58462155 0.44610892 0.58237468] [-0.24987632] [ 0.3572017 0.73117114 0.39305671 0.66525861 0.32318139 0.5470492 0.37026871 0.38204605 0.440777 0.62926682] [ 0.09898355] [ 0.30632231 0.62242791 0.49410109 0.61601216 0.5303818 0.67426561 0.42620442 0.41472688 0.58676316 0.58911103] [-0.80718258] [ 0.46904424 0.47849258 0.56588396 0.4351674 0.37875699 0.54051863 0.4406677 0.64913266 0.56146067 0.37313648] [-0.46483325] [ 0.36040035 0.41435522 0.5037718 0.35811018 0.41360569 0.59293778 0.40736027 0.5143615 0.36604767 0.40284413] [ 0.12434979] [ 0.56612236 0.63059966 0.50039995 0.39369431 0.42203069 0.51337105 0.45323937 0.68183687 0.59754285 0.52568493] [-0.35502127] [ 0.39866958 0.67795942 0.38895363 0.65076063 0.41250228 0.57889293 0.41211487 0.49419528 0.54071515 0.49274865] [ 1.79667137] [ 0.57757055 0.57617509 0.50971877 0.40802223 0.42075275 0.43593491 0.5837486 0.64858762 0.62653679 0.29854266] [ 0.25948531] [ 0.20500572 0.61676632 0.37229035 0.69605173 0.52220741 0.74354488 0.36165102 0.50270303 0.50076546 0.60768913] [ 0.02461338] [ 0.50842038 0.68902593 0.5301542 0.41067434 0.47573069 0.64155028 0.55320745 0.55122697 0.57252439 0.63535733] [-0.24699904] [ 0.71835921 0.76114954 0.5682063 0.38471031 0.44065619 0.48235972 0.56336582 0.59088693 0.741887 0.51129682] [-0.04181084] [ 0.41510905 0.69235991 0.52545321 0.52504874 0.36000967 0.55483407 0.52871668 0.64930917 0.62018104 0.48001611] [-0.25622045] [ 0.33052657 0.41768805 0.55438023 0.4881989 0.49018224 0.53124266 0.46238764 0.48258328 0.54817543 0.39761444] [-0.09465415] [ 0.3992243 0.66803398 0.3578618 0.47002094 0.38885618 0.774209 0.34826252 0.67013852 0.54646484 0.56668309] [ 0.22504883] [ 0.53877927 0.66224875 0.45392709 0.48502568 0.26995065 0.36274666 0.46407746 0.57707858 0.61088456 0.43261739] [-0.5459046] [ 0.59488396 0.55157129 0.56093424 0.34445913 0.35953002 0.40424123 0.57475033 0.71942352 0.4804325 0.3515132 ] [-0.50565223] [ 0.61458206 0.71943943 0.46454055 0.37672276 0.39496335 0.33229882 0.45902854 0.56658736 0.60138841 0.46076954] [-0.45882167] [ 0.44983624 0.60829037 0.38705652 0.53662725 0.31740962 0.50269795 0.50868077 0.69077365 0.52424499 0.36967684] [ 0.22553568] [ 0.54887089 0.54442829 0.51650326 0.42297104 0.3870296 0.33213133 0.49435465 0.52767933 0.63908212 0.35643644] [ 0.27176375] [ 0.26537694 0.541648 0.53701869 0.56056486 0.51495885 0.70698087 0.32999346 0.42119937 0.38239922 0.71895499] [-0.55732458] [ 0.44418882 0.52031826 0.46761988 0.59503199 0.41022738 0.683611 0.4275079 0.61190661 0.5583484 0.54088547] [-0.1995572] [ 0.42793786 0.62035743 0.52325083 0.49426171 0.41432301 0.59022091 0.47639484 0.60888828 0.54001705 0.46572779] [-0.29879652] [ 0.47363355 0.84693872 0.37244778 0.7095149 0.44868776 0.64781527 0.4064959 0.49519397 0.56872914 0.71797416] [-0.52822724] [ 0.57118561 0.52701675 0.55522636 0.44999384 0.47923748 0.52135875 0.45330997 0.54257839 0.47840905 0.4527322 ] [ 1.26836111] [ 0.71463151 0.7274527 0.49507832 0.49525505 0.36153175 0.3395096 0.54768553 0.73051569 0.69224593 0.33791552] [-0.1225757] [ 0.32594361 0.34543887 0.59179815 0.56870135 0.3860726 0.63217059 0.41551317 0.44061088 0.51666167 0.39477138] [-0.52388364] [ 0.39002026 0.62291486 0.37208802 0.66266814 0.30192599 0.67389051 0.36377815 0.54953267 0.40362849 0.49395761] [ 0.00148108] [ 0.40511263 0.64342795 0.33367088 0.52091651 0.42004745 0.69048344 0.47394999 0.4906116 0.46382536 0.56991603] [ 0.08460394] [ 0.71066257 0.63907026 0.47643054 0.5201329 0.24547807 0.25903552 0.56129634 0.66703144 0.60066508 0.5886243 ] [-1.01039832] [ 0.84744715 0.48653897 0.6257548 0.42251771 0.41768757 0.40792955 0.48601401 0.7088899 0.50758359 0.41521307] Progress: 51.4% ... Training loss: 0.319 ... Validation loss: 0.504[-0.10016455] [ 0.50899397 0.45390425 0.62145872 0.40575142 0.59945317 0.60675238 0.3826261 0.50855305 0.49370527 0.49802714] [ 0.15651566] [ 0.2414303 0.61136219 0.47274541 0.34406722 0.46399808 0.72657131 0.39939148 0.35049925 0.482929 0.64060403] [ 0.37259666] [ 0.3465212 0.60206688 0.5518842 0.48477096 0.46804742 0.59424318 0.39738786 0.48410417 0.47256611 0.47848067] [-0.0862697] [ 0.70302956 0.61249529 0.46669004 0.53812635 0.27368453 0.37672664 0.41669757 0.49046799 0.61781109 0.49660923] [ 1.0886] [ 0.44016036 0.58813439 0.53134172 0.34725595 0.4296349 0.45902688 0.45306907 0.67075639 0.61502172 0.37867442] [-0.18080869] [ 0.40267288 0.37080993 0.55859992 0.58017648 0.54197021 0.71093819 0.46237441 0.57075488 0.36565923 0.48674096] [ 0.02219138] [ 0.21546917 0.56369801 0.43529245 0.58390612 0.50618948 0.77056389 0.44530064 0.53717087 0.58569167 0.53174877] [-0.11362386] [ 0.41026482 0.74167354 0.30691882 0.68924166 0.34003422 0.57870316 0.41300746 0.31627438 0.52706708 0.63409635] [ 0.395489] [ 0.20795924 0.62674207 0.49035724 0.65638899 0.55773088 0.75338538 0.3889505 0.42787278 0.52178315 0.63153293] [ 1.06717196] [ 0.6697961 0.49150301 0.58070992 0.4588504 0.34061598 0.37888987 0.47326262 0.45812054 0.46474779 0.3477412 ] [ 0.01872175] [ 0.32762775 0.56325888 0.37909655 0.48905045 0.45300046 0.5910638 0.45914602 0.49436207 0.38707668 0.52735226] [ 1.30724496] [ 0.57276635 0.72513596 0.43278961 0.56414651 0.22913605 0.43611948 0.43003595 0.55854312 0.57644946 0.45428063] [-0.1319275] [ 0.44273601 0.80531124 0.33158122 0.73547092 0.33931846 0.5797956 0.3912838 0.32505644 0.56957886 0.65527442] [ 0.05749707] [ 0.43615847 0.38398806 0.67854934 0.28788165 0.57136385 0.59135286 0.47698376 0.58690898 0.51675228 0.45245587] [-0.45630271] [ 0.59314773 0.68546619 0.46133096 0.43778346 0.37432238 0.34510767 0.4382399 0.57699922 0.58374489 0.44418141] [ 1.01169117] [ 0.36340919 0.51898797 0.50195939 0.41350859 0.44229414 0.64149843 0.50316253 0.51006472 0.32556275 0.41339651] [-0.52390636] [ 0.44888899 0.50523844 0.64294203 0.44427447 0.49889972 0.6044927 0.39374695 0.49120713 0.41596319 0.51253644] [ 0.26443151] [ 0.35114818 0.60160842 0.53826499 0.39724288 0.54867647 0.56859476 0.37605368 0.39400496 0.59404325 0.54817422] [-0.47082738] [ 0.52445692 0.69537308 0.50113933 0.5863807 0.51921227 0.59886539 0.46658046 0.48243857 0.4832228 0.63763106] [ 0.28839512] [ 0.20606564 0.64249652 0.51115497 0.63390359 0.40708552 0.59162713 0.35775455 0.44110104 0.45260239 0.58115339] [ 1.35749561] [ 0.6568813 0.6194809 0.48606709 0.43140062 0.31464824 0.25591137 0.48171158 0.61186818 0.59980383 0.42685659] [ 0.23753515] [ 0.37617033 0.57610904 0.60107009 0.54091665 0.61988822 0.74160637 0.44034626 0.43232303 0.45425921 0.64541885] [ 0.34803791] [ 0.55387486 0.65031115 0.50032009 0.51272974 0.3766277 0.46570774 0.35466696 0.4732761 0.58630435 0.51541537] [ 0.09809173] [ 0.22958099 0.40300011 0.59047176 0.44168287 0.51029623 0.66071992 0.40586504 0.31856168 0.41109214 0.51277056] [-0.10696327] [ 0.49583981 0.55678485 0.44915662 0.57304777 0.41911284 0.39654105 0.58156266 0.55554456 0.49392976 0.49151175] [ 0.86567924] [ 0.59682263 0.51712877 0.57711042 0.4312316 0.39309998 0.40947224 0.43757598 0.56882936 0.49464471 0.31849094] [-0.29197969] [ 0.3473281 0.54180759 0.57658354 0.44014958 0.4639737 0.58459926 0.4790434 0.53907571 0.53528209 0.57902617] [-0.26753718] [ 0.36408316 0.61662649 0.38714528 0.65975557 0.45590772 0.53770335 0.4300034 0.36015611 0.41103267 0.50048063] [ 1.20583721] [ 0.42585711 0.72502423 0.51736792 0.52342397 0.40783285 0.43525799 0.38454624 0.67246308 0.59177761 0.50363621] [-1.20985952] [ 0.58288392 0.72529843 0.36552741 0.63017267 0.26088642 0.29732363 0.53556294 0.60519823 0.68504927 0.60905826] [-0.63723787] [ 0.45266514 0.67054674 0.43051874 0.57712288 0.29699445 0.46751686 0.38748936 0.51786553 0.49026113 0.59196801] [-0.13614131] [ 0.47636383 0.50859507 0.42028138 0.55633044 0.52137526 0.74102285 0.41256778 0.52704988 0.3844205 0.62215546] [ 0.99209453] [ 0.47751926 0.49891696 0.5976548 0.39997923 0.34159378 0.47735335 0.49765137 0.64619282 0.57842717 0.29647642] [-0.12985992] [ 0.31616313 0.54401956 0.57623158 0.46106958 0.54198657 0.46488235 0.34913459 0.39588138 0.48176519 0.53973497] [-0.3977624] [ 0.48331663 0.38389098 0.67168185 0.38677384 0.5084718 0.5672871 0.41361775 0.55584687 0.50700801 0.42418066] [ 0.51833187] [ 0.77183434 0.636423 0.57929931 0.37975023 0.33013132 0.46543343 0.59932955 0.70554782 0.64936023 0.38610153] [ 0.23518293] [ 0.50323208 0.62334174 0.48061091 0.46626308 0.38668116 0.41404044 0.4987839 0.60321941 0.52374353 0.47822738] [ 0.59330312] [ 0.17295146 0.66319347 0.45106674 0.68910711 0.45961822 0.66851245 0.31964703 0.28692766 0.40471998 0.65017802] [ 0.0282068] [ 0.24036192 0.65510759 0.44410926 0.59234714 0.47698591 0.77248581 0.37468632 0.49942375 0.62615794 0.59500413] [ 1.0193227] [ 0.68858306 0.78146556 0.48712902 0.41002963 0.27094534 0.31733132 0.57991134 0.70468967 0.69931094 0.55871543] [-0.41077134] [ 0.60241362 0.52904728 0.49691864 0.33262953 0.40870443 0.56879561 0.44289713 0.56355807 0.48591228 0.48523542] [ 0.38480752] [ 0.74420096 0.57873859 0.65485689 0.31639014 0.47749087 0.46956323 0.65557738 0.54880724 0.59909685 0.43749648] [ 0.90425981] [ 0.60775955 0.58673085 0.54344309 0.53224636 0.28825579 0.51421547 0.39112839 0.45998275 0.61736457 0.53794122] [ 0.11292006] [ 0.33874904 0.5784409 0.4191668 0.30593234 0.38713887 0.59771159 0.43545939 0.41519505 0.44199369 0.48170897] [ 0.46436454] [ 0.34668786 0.4609728 0.62773492 0.5670363 0.37050633 0.55283542 0.41855705 0.50680978 0.44555299 0.35188551] [-1.52690799] [ 0.64446486 0.62075592 0.52476683 0.35319124 0.40579898 0.309315 0.61566935 0.66555492 0.60006399 0.31308372] [ 0.86812585] [ 0.79469294 0.5906737 0.64673427 0.23148426 0.41111852 0.32878025 0.64283148 0.68176326 0.58150298 0.48884108] [ 0.39457484] [ 0.63833418 0.64584176 0.56633568 0.40674599 0.38926306 0.48933808 0.55178974 0.5140669 0.57527989 0.51367762] [-0.36300063] [ 0.77170482 0.63848929 0.55335959 0.35306123 0.36890073 0.44460482 0.55444442 0.65112133 0.64743236 0.3921994 ] [-0.80494616] [ 0.42499021 0.57341515 0.4393807 0.50892618 0.32965022 0.42482192 0.61655544 0.70215416 0.60048556 0.26998494] [-0.31385086] [ 0.75682502 0.37698534 0.66664377 0.24464676 0.46234263 0.38402076 0.62613896 0.62288698 0.45369114 0.33975887] [-0.02236706] [ 0.42037468 0.63279335 0.46361216 0.56941598 0.34193878 0.60119868 0.34226966 0.43465688 0.49811225 0.59136134] [ 0.03923002] [ 0.2508876 0.50088986 0.44421246 0.63992728 0.41971118 0.74365138 0.30695401 0.48647028 0.44866934 0.51591797] [-0.02307753] [ 0.65797974 0.61611341 0.50011877 0.5127515 0.48986791 0.61122856 0.4560979 0.5265399 0.503154 0.51571731] [-0.07740993] [ 0.52976572 0.39869347 0.58170268 0.46250493 0.46548394 0.51918603 0.51225296 0.64698646 0.45065227 0.52473646] [-0.45442178] [ 0.66468866 0.56782748 0.56826115 0.5333142 0.30783252 0.33473047 0.49040496 0.56430315 0.60492637 0.35145937] [-0.12334684] [ 0.54743505 0.75025628 0.40341287 0.62752721 0.22462539 0.52967352 0.37057103 0.43003519 0.62107352 0.52794874] [ 0.01411905] [ 0.28722027 0.62083493 0.43361487 0.4778917 0.38466105 0.56749212 0.45377821 0.55297491 0.48120551 0.48231847] [-0.63046185] [ 0.63747252 0.43380425 0.57712122 0.33802232 0.50198342 0.46081316 0.61847189 0.57682942 0.4978091 0.31281904] [-1.2917747] [ 0.47590304 0.64827945 0.41323211 0.55308518 0.23797508 0.30969137 0.51345046 0.74873311 0.54022994 0.27503107] [-0.03994441] [ 0.4995203 0.59547137 0.50715923 0.48825336 0.3084189 0.41321734 0.42679377 0.53233549 0.57047993 0.43435016] [-0.98547087] [ 0.36582786 0.28388672 0.75656732 0.34867121 0.40887256 0.50114408 0.45828303 0.52189552 0.35429372 0.3317274 ] [-0.55419437] [ 0.43097734 0.49514474 0.65419477 0.41462847 0.59311204 0.59753359 0.43013701 0.39887813 0.5053791 0.50644356] [ 0.37218644] [ 0.37600146 0.22778406 0.78045719 0.35767384 0.4954551 0.52993725 0.47079309 0.45052527 0.4100699 0.3369409 ] [-0.0879349] [ 0.19864737 0.38002143 0.53622137 0.56398832 0.5357411 0.69046409 0.41749628 0.56185144 0.3649866 0.44124603] [-0.46127472] [ 0.59678827 0.65846357 0.516104 0.43460758 0.3654047 0.45715376 0.52258836 0.66079104 0.60401318 0.36757538] [-1.39146827] [ 0.63425916 0.76090263 0.43123929 0.46583911 0.26255783 0.32797297 0.54634108 0.58547302 0.71951094 0.4127592 ] [-0.1071862] [ 0.33714363 0.65097141 0.42916921 0.47051353 0.35451847 0.57694061 0.43136615 0.49547945 0.5083711 0.55111984] [-0.05277194] [ 0.45864876 0.76074678 0.40570963 0.67742032 0.47053776 0.78272288 0.38792168 0.57742727 0.50303142 0.64976763] [-0.72141651] [ 0.38603537 0.71525788 0.43329488 0.6205254 0.38441139 0.46487729 0.45607627 0.68953417 0.63674145 0.37964301] [ 0.02694237] [ 0.3316008 0.57056706 0.56896962 0.42320806 0.45754655 0.67880476 0.48084652 0.41772038 0.4611904 0.54786905] [-0.16146474] [ 0.58305413 0.56121096 0.5134913 0.54339658 0.44686348 0.47105943 0.4641882 0.51217539 0.53041751 0.34579876] [-0.63443071] [ 0.79208933 0.53966033 0.52172995 0.42561366 0.26798019 0.42352067 0.47568705 0.50197806 0.60612119 0.40499793] [-0.92214117] [ 0.72014574 0.74023571 0.52394419 0.39047798 0.3908812 0.31429395 0.50337103 0.56142074 0.67328546 0.6161022 ] [ 0.1638651] [ 0.40447158 0.56702652 0.51873646 0.62180554 0.46145008 0.55146432 0.38047069 0.66024444 0.58035607 0.43981058] [ 0.70279013] [ 0.1652745 0.62277929 0.54783069 0.67362978 0.35964658 0.78280536 0.29431835 0.34053106 0.44046566 0.62581362] [ 1.34600279] [ 0.68423208 0.65266507 0.46022427 0.50540566 0.24778809 0.25096051 0.56089812 0.67145628 0.65801226 0.25488515] [-0.2312301] [ 0.65638799 0.51680222 0.56505878 0.3336606 0.33255245 0.38263532 0.50454728 0.49020915 0.44194687 0.3595484 ] [ 0.0578345] [ 0.55451817 0.56913224 0.51652509 0.42110991 0.40539277 0.39782042 0.51819724 0.59651766 0.49687913 0.45952747] [-0.09496578] [ 0.35704193 0.28431976 0.54739378 0.30578144 0.50570392 0.55525053 0.43338866 0.44258814 0.41460569 0.31513458] [ 0.14192226] [ 0.24839174 0.37917977 0.60232717 0.43051259 0.5356405 0.6576903 0.4203963 0.40550682 0.37219923 0.55813993] [ 2.6063569] [ 0.72580899 0.50534402 0.59624316 0.37203707 0.27427896 0.23770879 0.56134458 0.68591897 0.51797148 0.24628299] [-0.58831167] [ 0.51284342 0.67406003 0.48920093 0.68194454 0.46137453 0.51286218 0.37207981 0.44179666 0.46117721 0.52614858] [-0.43358899] [ 0.3929112 0.74888274 0.41572311 0.53890051 0.29267586 0.68914878 0.41811655 0.52139641 0.61131267 0.66133846] [ 0.02786542] [ 0.25587541 0.47482454 0.53160429 0.5021696 0.53556346 0.69304557 0.43244314 0.37262827 0.47782791 0.47992897] [ 0.28091148] [ 0.3608425 0.64864309 0.46078736 0.66289716 0.47644078 0.65471677 0.39505263 0.48761804 0.55018465 0.57009413] [ 0.27199219] [ 0.54639564 0.51675476 0.51440018 0.54637596 0.45603544 0.48917359 0.4925959 0.66916971 0.5794496 0.34214311] [-0.09023035] [ 0.28617551 0.55942091 0.44831816 0.68536324 0.44304828 0.52672787 0.34203679 0.55500584 0.5349858 0.44764544] [-0.73616865] [ 0.38645952 0.5941207 0.45072302 0.63335309 0.40380546 0.50887469 0.44986854 0.50938179 0.38680334 0.43539287] [ 0.10516396] [ 0.34833891 0.47952312 0.54895751 0.46937423 0.50440851 0.6722888 0.36600861 0.60877596 0.54074354 0.47865071] [-0.1681649] [ 0.82234346 0.53867242 0.63492312 0.16453516 0.31941077 0.22421743 0.64615619 0.66528095 0.65981661 0.30435286] [-0.30185983] [ 0.61135059 0.71063574 0.55474301 0.57654431 0.40896007 0.69949674 0.44745594 0.64210728 0.54561859 0.59086797] [ 0.35532459] [ 0.73646442 0.50294573 0.63660604 0.41675384 0.46426767 0.54867194 0.51254622 0.60485086 0.57637586 0.47744092] [-0.30334148] [ 0.43520011 0.67476942 0.39765465 0.54718889 0.35342652 0.45756255 0.38751412 0.4294134 0.55477098 0.46835134] [ 0.09736707] [ 0.4929265 0.48025484 0.45584341 0.38819935 0.44096071 0.57646361 0.43144825 0.64253409 0.60137357 0.37330235] [-0.2565833] [ 0.42262794 0.71051888 0.38873114 0.61670604 0.50223968 0.64788078 0.39139811 0.50091283 0.48496313 0.60246852] [ 0.14683913] [ 0.33794146 0.62646037 0.30704833 0.54482447 0.47849609 0.71188481 0.3899765 0.62626972 0.4570289 0.58698303] [ 0.20800751] [ 0.36261722 0.40993543 0.59625735 0.32212022 0.48639038 0.53069603 0.48938516 0.36696342 0.40674294 0.43294078] [-0.76059934] [ 0.32147595 0.62193897 0.43980494 0.64322692 0.328019 0.5999835 0.48565395 0.59005006 0.49280972 0.41463064] [-0.65533501] [ 0.61011691 0.26793311 0.73536461 0.25195006 0.55484411 0.4291646 0.51623676 0.42923327 0.33633136 0.46408257] [-0.54931863] [ 0.54919846 0.61422393 0.42914794 0.58910324 0.40561798 0.55175168 0.3545378 0.39060404 0.49014022 0.53831067] [-0.48513737] [ 0.48918406 0.65648038 0.4909204 0.59534069 0.36415268 0.62022661 0.46695521 0.39122554 0.57971028 0.59853507] [ 1.00331618] [ 0.55417465 0.6416408 0.48238675 0.57605606 0.29557543 0.41150635 0.49841264 0.68943015 0.51616726 0.30221159] [ 0.67120379] [ 0.63448243 0.62794569 0.49015296 0.33670606 0.36636468 0.38870799 0.50618827 0.65456946 0.60959883 0.40650016] [ 0.19059134] [ 0.25088859 0.66521743 0.44115301 0.65452419 0.45692071 0.72722962 0.34294815 0.48222245 0.52623581 0.63331054] [-0.22938513] [ 0.63144651 0.65509222 0.55553833 0.47693657 0.36635281 0.3504807 0.4987206 0.54169417 0.67212818 0.543919 ] [ 0.79022142] [ 0.41034288 0.62539933 0.5865924 0.4532081 0.40406957 0.57307387 0.40392471 0.46832651 0.61701165 0.57063436] [-0.06806937] [ 0.43455013 0.40065495 0.51641111 0.36069826 0.55543673 0.70015892 0.40387947 0.50951105 0.40051983 0.45689068] [ 0.47266016] [ 0.57378669 0.68301723 0.46907465 0.56769404 0.40558385 0.38432547 0.57673528 0.55021075 0.62018422 0.51028406] [-0.80857676] [ 0.44203926 0.77547167 0.31567299 0.66674119 0.3165489 0.514385 0.45720834 0.5818827 0.57183651 0.55460709] [-0.43642233] [ 0.39972084 0.65591162 0.42105906 0.70037498 0.24092363 0.6073992 0.34676575 0.43473505 0.52665435 0.51986441] [ 0.05170965] [ 0.53703337 0.60516445 0.4769936 0.58930744 0.28007363 0.52623415 0.50754975 0.48756296 0.53606008 0.55474995] [ 0.03085225] [ 0.25903202 0.38749827 0.6783614 0.44345732 0.50959743 0.6856377 0.38882842 0.41464643 0.4454629 0.50064118] [-0.20924995] [ 0.30679836 0.65151542 0.36094462 0.65143912 0.31366536 0.69483695 0.44047091 0.54985764 0.46760391 0.5712676 ] [ 1.00680196] [ 0.62007062 0.73428656 0.43328959 0.61338089 0.20057544 0.32569959 0.46404891 0.6693534 0.63204696 0.50414656] [ 0.54581147] [ 0.6616336 0.74606708 0.53780433 0.38400061 0.38638732 0.46461133 0.54594184 0.52919638 0.67443748 0.5033674 ] [-0.50887073] [ 0.3614504 0.54591287 0.44686676 0.59442857 0.41739513 0.60977722 0.47291932 0.65675907 0.55296214 0.63206407] [-0.72136982] [ 0.31262879 0.73491094 0.35071672 0.49385925 0.35344782 0.5748117 0.44603029 0.58941989 0.5001099 0.47591858] [ 1.72091013] [ 0.75875536 0.47998778 0.54335128 0.22828288 0.27337516 0.22967637 0.61109805 0.59062782 0.62937718 0.24362216] [-0.29742835] [ 0.2679817 0.43189678 0.62180984 0.38724275 0.49573086 0.63541724 0.45813074 0.36322274 0.47652083 0.4992574 ] [-0.45726457] [ 0.4630789 0.36185693 0.69420385 0.35684078 0.60667666 0.6620626 0.49632973 0.42571132 0.42930375 0.57244708] [-0.23739625] [ 0.59643083 0.65251666 0.49691093 0.50614585 0.39570828 0.55307441 0.57441053 0.58102012 0.52184302 0.58186762] [-0.81278028] [ 0.58440427 0.75964021 0.41754084 0.39759892 0.42403534 0.5797867 0.4491801 0.49854898 0.59697994 0.66020527] [-0.19766272] [ 0.69452476 0.51855072 0.54245113 0.47564452 0.2864666 0.50092438 0.39635211 0.5711442 0.60799441 0.45338298] [-0.49649348] [ 0.71746502 0.31334006 0.63214191 0.47166484 0.55521221 0.51513933 0.53675943 0.62490938 0.36281092 0.34264558] [-0.06640911] [ 0.68684502 0.6031892 0.55908457 0.37325012 0.35218417 0.37623514 0.57458793 0.59653394 0.570024 0.36518843] [ 0.51022095] [ 0.20982952 0.6407119 0.4051928 0.50747282 0.55887146 0.75832776 0.32903528 0.39387113 0.45856537 0.67804309] [ 0.66021013] [ 0.15542015 0.38291205 0.57814796 0.67245348 0.59757458 0.83218788 0.43632235 0.32416403 0.36313717 0.52409939] Progress: 51.7% ... Training loss: 0.323 ... Validation loss: 0.502[ 0.26038505] [ 0.46889121 0.53894043 0.49682091 0.54651269 0.36782427 0.49208011 0.43662775 0.51190904 0.47928518 0.53168463] [-1.41538679] [ 0.52783868 0.51892626 0.54379381 0.50860893 0.36466387 0.46751583 0.60149306 0.75242519 0.50542416 0.28565781] [-0.11343737] [ 0.70325127 0.64354025 0.55653884 0.44106976 0.35356253 0.46728503 0.51065602 0.65608327 0.56973525 0.41207172] [-0.67080804] [ 0.64175421 0.20168463 0.74609837 0.29011639 0.55913968 0.47654535 0.48363702 0.39753418 0.33648278 0.48021939] [-0.34027623] [ 0.32783116 0.23196667 0.71807773 0.310105 0.516544 0.5575526 0.46793711 0.4338093 0.46029517 0.34688256] [-0.5207948] [ 0.7810561 0.60133909 0.53694845 0.33724313 0.3652555 0.34726914 0.5428949 0.41597936 0.63137086 0.41715896] [-0.49949097] [ 0.40630342 0.49473248 0.62421569 0.32509883 0.43687003 0.55938352 0.47225491 0.44753296 0.51781708 0.46675331] [ 0.10398277] [ 0.50834337 0.68901224 0.53057172 0.41032775 0.47578208 0.64152351 0.55356882 0.5513175 0.57307155 0.63521571] [-0.12157532] [ 0.70865133 0.52537266 0.52257989 0.22764007 0.41510592 0.55708783 0.50792602 0.50901763 0.49438636 0.48462682] [ 0.25849668] [ 0.37160082 0.63446557 0.47050013 0.52676632 0.37844131 0.71567026 0.46270836 0.47062912 0.55284511 0.58423889] [-0.07669402] [ 0.34900293 0.44883157 0.53865157 0.37313684 0.62820967 0.71246193 0.34715298 0.52965587 0.3854377 0.59716773] [-0.69978014] [ 0.4074829 0.68650483 0.49854146 0.57997267 0.30970999 0.56810448 0.45415372 0.51643267 0.59097645 0.50565836] [ 0.19916598] [ 0.50003033 0.7016325 0.43235497 0.52661512 0.35799385 0.50037344 0.5555783 0.67107252 0.60153568 0.45923576] [-0.39774875] [ 0.4697564 0.74018974 0.36845966 0.6599344 0.24292453 0.48380002 0.35171408 0.45679544 0.61836074 0.51646484] [ 0.87346866] [ 0.79938914 0.4761604 0.59246418 0.25604972 0.23752146 0.2482594 0.58320901 0.65158508 0.60454164 0.26647242] [-0.50035205] [ 0.55852249 0.44985912 0.6499457 0.25717785 0.5076979 0.62062598 0.46324999 0.45807566 0.49764551 0.52057191] [ 0.02243106] [ 0.32677968 0.32966091 0.70245914 0.34583559 0.44582745 0.6379964 0.43921669 0.40766477 0.33951088 0.45280049] [-0.12271038] [ 0.30141228 0.44196067 0.57629646 0.3923851 0.4050182 0.71051944 0.42670985 0.44307853 0.42606901 0.47254964] [-0.64485324] [ 0.71867357 0.45432292 0.57517329 0.31820339 0.40667778 0.53095806 0.4337431 0.54606734 0.51847033 0.48895732] [-0.29142544] [ 0.45261649 0.19931195 0.75262904 0.4228982 0.40799571 0.57632416 0.43948979 0.54340747 0.4345987 0.34128669] [-0.02349044] [ 0.7686752 0.45903919 0.61725591 0.27083737 0.29612414 0.22339487 0.57790811 0.73101261 0.53915638 0.2535976 ] [ 1.68950624] [ 0.70893774 0.5277028 0.49230287 0.28290081 0.39189781 0.26570456 0.56598365 0.64618806 0.55949648 0.24970298] [-0.15828365] [ 0.33689537 0.53000051 0.44501731 0.5092949 0.45256293 0.71381161 0.51560156 0.54771223 0.35986483 0.5157317 ] [-0.3798058] [ 0.54133744 0.49959604 0.59569184 0.38802699 0.39845545 0.47039321 0.48270092 0.44991186 0.47411238 0.36693162] [-0.62161171] [ 0.7867936 0.59010475 0.5869768 0.47235335 0.43486188 0.47783013 0.50283332 0.64422423 0.52431482 0.55639556] [-0.76558558] [ 0.43877787 0.64344917 0.42350666 0.62940787 0.32868193 0.50271519 0.56872278 0.75738949 0.51096614 0.29926191] [-0.00357154] [ 0.47445625 0.46599824 0.46227569 0.51293815 0.26529605 0.40883944 0.45864283 0.61418127 0.5276711 0.29515437] [-0.06528938] [ 0.43626008 0.62207277 0.55521101 0.43537267 0.49731533 0.67363664 0.54046964 0.35129449 0.5888796 0.5910625 ] [ 0.36083177] [ 0.63752231 0.57950514 0.52508648 0.44668714 0.39015945 0.34511886 0.39872946 0.53795592 0.58981257 0.39567507] [-0.50261915] [ 0.68117532 0.5650387 0.50319493 0.4292964 0.41692901 0.43192724 0.56326463 0.45988976 0.60994702 0.50615881] [ 0.01725716] [ 0.31826394 0.5278709 0.4502191 0.62802402 0.33996936 0.58501652 0.44037591 0.50091755 0.47799465 0.45940004] [-0.35196529] [ 0.46847367 0.42070626 0.63895865 0.29731233 0.51703623 0.54120241 0.43023351 0.47398565 0.37311835 0.60999384] [-0.46913496] [ 0.66850487 0.42860042 0.68218986 0.43932032 0.56186848 0.54633634 0.46198857 0.55598537 0.48921025 0.47160106] [-0.26414137] [ 0.25715063 0.3861862 0.58677391 0.39641143 0.53984747 0.58758515 0.52859991 0.47066351 0.464158 0.51425012] [ 0.34113924] [ 0.66070078 0.71986561 0.47297622 0.468245 0.36716796 0.41988385 0.58923819 0.70690346 0.66205971 0.69992973] [ 0.18930216] [ 0.21133928 0.64028402 0.40216077 0.65458413 0.44338484 0.66444122 0.34899658 0.47273218 0.47383768 0.59976358] [-0.25002373] [ 0.4353835 0.65970563 0.4800022 0.55162039 0.30332948 0.43381465 0.4842803 0.54203743 0.54164119 0.52595303] [ 1.22619888] [ 0.28782123 0.42898003 0.52174556 0.54219632 0.34310997 0.51150332 0.44748034 0.59823008 0.56115588 0.25248881] [-0.59392297] [ 0.43543806 0.53582606 0.48190831 0.50508351 0.40855999 0.55696635 0.50931833 0.35025824 0.56003986 0.45255337] [ 0.44502243] [ 0.71735205 0.59154421 0.51510624 0.31103706 0.40737102 0.26192555 0.49499631 0.49710633 0.62254981 0.32747476] [-0.03414194] [ 0.52216373 0.60416698 0.50619927 0.47961453 0.40248608 0.50497973 0.58137013 0.58868986 0.49038575 0.49674416] [ 0.27382488] [ 0.18908493 0.57514445 0.37388655 0.67053926 0.4702583 0.70593818 0.43027025 0.57152354 0.38281556 0.50402767] [ 1.72030011] [ 0.76698793 0.58782619 0.64061129 0.29827565 0.35355547 0.39667225 0.60266405 0.7626784 0.57378472 0.33550356] [ 1.92155032] [ 0.68431893 0.59443446 0.61895181 0.30086433 0.40963995 0.46557155 0.57288995 0.55277947 0.51525441 0.42487652] [ 0.15522026] [ 0.30926891 0.63312255 0.53317642 0.57272345 0.57602484 0.67759868 0.41977441 0.51651614 0.38944564 0.65687469] [ 0.1457828] [ 0.43123239 0.55328621 0.49763639 0.54655472 0.26476195 0.41233395 0.52889754 0.60872383 0.51003113 0.41206301] [ 1.34968014] [ 0.69379151 0.59965459 0.51101192 0.40924226 0.2615454 0.356735 0.51970619 0.53628406 0.61137079 0.37311252] [-0.00545336] [ 0.23718065 0.65123657 0.47602607 0.72716112 0.31743655 0.70902114 0.34405843 0.45893324 0.5710463 0.49951575] [ 0.22914094] [ 0.52619224 0.65726174 0.45511739 0.48208046 0.32463758 0.39432299 0.50048111 0.57470023 0.56900438 0.4750104 ] [-0.52101312] [ 0.43916901 0.614385 0.5082275 0.62119208 0.42530232 0.6427595 0.47126329 0.47158447 0.50111621 0.51718212] [-0.18058427] [ 0.26567051 0.4336507 0.62559736 0.54941878 0.44453946 0.69111264 0.41566955 0.35255416 0.50446114 0.4598003 ] [ 0.25979656] [ 0.64471187 0.6521572 0.42520515 0.43343579 0.35599922 0.31652123 0.59200689 0.59452185 0.66229917 0.24502878] [ 0.14875186] [ 0.4398985 0.59737275 0.39686965 0.49708584 0.30256695 0.47157905 0.42586836 0.54655403 0.57679568 0.42298145] [-0.37103769] [ 0.55236687 0.58525576 0.56976062 0.55705262 0.45349164 0.67199214 0.45209205 0.56599546 0.50973904 0.58678428] [ 0.5109007] [ 0.49410261 0.4941266 0.54422272 0.34606362 0.30552699 0.33168598 0.57343098 0.65226691 0.50510102 0.3244058 ] [ 0.41648771] [ 0.60088623 0.61720981 0.57866975 0.37497806 0.45477128 0.49841276 0.48362753 0.46436035 0.62556541 0.55556688] [-0.01168506] [ 0.27603888 0.59647771 0.44950173 0.52504866 0.4209669 0.68589688 0.37432042 0.45186111 0.59770408 0.52826156] [ 0.00545217] [ 0.51501239 0.75549716 0.34774528 0.47368825 0.37345329 0.55348427 0.41193993 0.47450167 0.58025901 0.56563208] [-0.24207406] [ 0.16227804 0.50115735 0.5136323 0.58092699 0.39379811 0.54477222 0.36868584 0.49372406 0.48991249 0.4025166 ] [-0.10938533] [ 0.4374519 0.65499828 0.59307009 0.4109511 0.51281079 0.68849301 0.53956134 0.42330508 0.58187024 0.64937365] [ 0.26897165] [ 0.26907003 0.7321075 0.4347504 0.64165983 0.45688381 0.6777346 0.39216806 0.63210391 0.47557577 0.57611095] [-0.63451401] [ 0.31458699 0.67919676 0.33313926 0.65468646 0.36073897 0.58886385 0.41414346 0.62134617 0.48103288 0.36127155] [ 0.12004933] [ 0.21182554 0.2943344 0.70016648 0.4363832 0.60948521 0.65438077 0.3895312 0.26313259 0.31510237 0.45354804] [-0.34619256] [ 0.52609981 0.52968904 0.54545228 0.45064232 0.34568205 0.41680903 0.42855077 0.55186787 0.52603736 0.39463899] [-0.3685369] [ 0.36956963 0.46473259 0.45427162 0.65595219 0.44065642 0.55422272 0.55603273 0.59407377 0.39375053 0.40282323] [ 0.19045698] [ 0.25544205 0.73042146 0.4513481 0.58998371 0.42212849 0.65201809 0.36931323 0.42092311 0.52836368 0.72657651] [-0.33853997] [ 0.40833171 0.81476967 0.47358361 0.63541143 0.43289362 0.7202699 0.52855902 0.51715598 0.67325004 0.67485034] [ 0.12020704] [ 0.42778548 0.50210889 0.57468405 0.43675918 0.38384024 0.43419103 0.54240068 0.47770859 0.62037016 0.28203491] [ 0.2488254] [ 0.39077863 0.36576708 0.62278023 0.34612364 0.50552397 0.52739573 0.40875654 0.48722924 0.40350487 0.38940444] [-0.17428443] [ 0.3375423 0.46676188 0.56758051 0.46814707 0.4699213 0.50999509 0.43846434 0.42697124 0.44803054 0.58536689] [ 0.11514724] [ 0.52352967 0.27505444 0.65067777 0.30921534 0.51352485 0.64883008 0.4493601 0.59870809 0.46379973 0.40618239] [-0.88535351] [ 0.56426526 0.69897874 0.4472845 0.48687386 0.29327649 0.60571111 0.42845122 0.44654898 0.6457232 0.56357705] [ 0.01314103] [ 0.4970844 0.81213502 0.41655642 0.53891797 0.33441093 0.5924368 0.51141315 0.64981254 0.5689063 0.61098442] [ 0.00176881] [ 0.54350863 0.67051109 0.44597758 0.59573345 0.3662466 0.43457003 0.41487583 0.63796444 0.60839503 0.47281872] [-0.33495462] [ 0.42821345 0.70081915 0.39327761 0.54364179 0.39953658 0.51875785 0.29740655 0.46455442 0.50175439 0.57535436] [-0.12393003] [ 0.69702101 0.43041929 0.61081221 0.35039544 0.44708518 0.49707836 0.61240466 0.62035419 0.42148461 0.43495558] [ 0.05519333] [ 0.27329562 0.49845823 0.49476291 0.6858684 0.37592167 0.66280899 0.39295186 0.55850578 0.5280282 0.37379362] [ 0.1914306] [ 0.5901067 0.65974903 0.44748715 0.44049586 0.27406774 0.36214629 0.52666527 0.52110108 0.60578574 0.36950762] [ 0.8779055] [ 0.57176707 0.63786829 0.53971189 0.42197655 0.42311251 0.47766479 0.4921756 0.61245383 0.61791031 0.49730371] [-0.02317562] [ 0.30550016 0.78696564 0.34966371 0.62795437 0.44824514 0.65795352 0.37414279 0.57576231 0.47131526 0.72640486] [-0.42681546] [ 0.58812781 0.46310609 0.50748854 0.41290421 0.37660172 0.43098195 0.57316553 0.63833005 0.47334066 0.38811328] [ 0.01569715] [ 0.21281795 0.41781926 0.49804344 0.69731261 0.36036322 0.58228035 0.32571136 0.44331335 0.5164887 0.43292571] [-0.40321051] [ 0.46279545 0.62993125 0.40920069 0.58748918 0.34895356 0.63792857 0.45924648 0.74263047 0.5688508 0.40022433] [ 0.09312953] [ 0.17036093 0.40243014 0.54737217 0.65342019 0.49151699 0.66451654 0.33007102 0.44512261 0.42132627 0.37566612] [ 1.24414283] [ 0.83044746 0.75908304 0.4584485 0.29325547 0.18678184 0.24593928 0.57672032 0.68539386 0.73580327 0.35197994] [-0.1236624] [ 0.35792975 0.28431741 0.54787055 0.30527119 0.50507741 0.55413028 0.43406773 0.44412483 0.41534057 0.31413935] [ 0.35710471] [ 0.16802815 0.53168887 0.60120394 0.67232127 0.41734643 0.77811605 0.37127491 0.39401488 0.43148453 0.53453407] [-0.30981262] [ 0.4609942 0.36992394 0.6659255 0.48560645 0.43423093 0.65247925 0.43778287 0.42576787 0.5016451 0.43428721] [-0.76754225] [ 0.83516305 0.5509843 0.53546143 0.36095178 0.27674066 0.44543906 0.47635829 0.54703197 0.62593208 0.40674085] [-0.34827501] [ 0.43076251 0.68912733 0.48271292 0.4847272 0.37327776 0.70009645 0.49058116 0.42105763 0.63978871 0.68688904] [ 0.02819447] [ 0.35208317 0.61098613 0.44644236 0.46265528 0.38805653 0.53221542 0.43495688 0.5414422 0.48902851 0.46206979] [-0.49563587] [ 0.34740764 0.68090605 0.4102259 0.60394821 0.36261258 0.49994274 0.35636798 0.45126715 0.58219647 0.62197357] [-0.18209644] [ 0.44832932 0.46355584 0.48615515 0.37679229 0.33453227 0.45187166 0.50939945 0.64739912 0.41488573 0.36609856] [-0.57807209] [ 0.51686465 0.74768352 0.50246845 0.64431398 0.44590566 0.65666227 0.5386072 0.49875536 0.65581723 0.53670643] [ 0.33823104] [ 0.64141709 0.64582978 0.56774618 0.40466727 0.38781227 0.48497659 0.55406232 0.5183037 0.57784678 0.51009973] [-0.38927584] [ 0.5213123 0.7584144 0.41780525 0.57515026 0.37700317 0.69994005 0.52764776 0.51866773 0.63112662 0.63176921] [-0.02861244] [ 0.51113149 0.7435288 0.45668655 0.57405469 0.2745366 0.63716984 0.44672093 0.45736152 0.55877247 0.61173305] [-0.03917178] [ 0.3607939 0.60225084 0.37079284 0.47042614 0.35240399 0.47678786 0.40221584 0.51666718 0.46766096 0.44848024] [-0.60378538] [ 0.72338291 0.6485309 0.42708387 0.41629644 0.37438918 0.27078104 0.50644601 0.52411165 0.63307938 0.39128319] [ 0.03495112] [ 0.20210514 0.61876246 0.38280322 0.69018262 0.45041931 0.71492421 0.54224438 0.57959305 0.44078825 0.57407768] [-0.45571848] [ 0.40657954 0.72438281 0.51564883 0.57443332 0.40557901 0.57949111 0.40657554 0.54562781 0.66023471 0.55854291] [-1.10308871] [ 0.75889117 0.69284023 0.54079197 0.33052262 0.32404615 0.43619479 0.54565815 0.60974043 0.73614142 0.52732833] [-0.38677723] [ 0.65099578 0.6464419 0.63252716 0.4940315 0.53455866 0.43195522 0.47546551 0.57005927 0.59349476 0.61202072] [-1.67607241] [ 0.71548032 0.72449223 0.54731556 0.38061521 0.42793437 0.27184532 0.57901019 0.7006277 0.70100294 0.3181602 ] [ 0.09613305] [ 0.66904232 0.503471 0.60372727 0.41422081 0.49370045 0.5265201 0.44363616 0.60156724 0.5254963 0.45238913] [-0.34496441] [ 0.62252422 0.56877325 0.4469134 0.41657888 0.38578877 0.40292109 0.47201696 0.51732355 0.52732741 0.51898876] [-0.40233016] [ 0.44528121 0.65939146 0.47987216 0.63002977 0.48295371 0.65279186 0.50874246 0.47092972 0.54558859 0.52447061] [-0.2693323] [ 0.52866438 0.65248975 0.43674915 0.52993087 0.31139479 0.56137815 0.45497566 0.48265825 0.57500047 0.59174337] [-0.3920861] [ 0.44246962 0.57054096 0.44649452 0.50578348 0.33512476 0.42612923 0.52917641 0.65553139 0.4990698 0.25790496] [ 0.11944898] [ 0.16829056 0.47025549 0.51169506 0.65985286 0.3737403 0.72600592 0.4284277 0.49117124 0.48288804 0.50534644] [ 0.08305191] [ 0.36195766 0.80415867 0.44531997 0.71154254 0.47078076 0.75071531 0.42020371 0.53081301 0.62823448 0.69239694] [-0.10530511] [ 0.51945243 0.52401416 0.42742276 0.42105493 0.34034829 0.48994535 0.4114376 0.5388584 0.46570127 0.41760745] [-0.62605416] [ 0.71749487 0.66498267 0.57080029 0.38980014 0.3390611 0.40036468 0.55423245 0.56712579 0.70262307 0.47543554] [-0.7788852] [ 0.62493047 0.56792467 0.51165307 0.51907123 0.30218927 0.55074653 0.40483223 0.39179323 0.45589829 0.51042488] [ 0.09614782] [ 0.30640727 0.75415651 0.40869994 0.55845353 0.44227966 0.70557407 0.40324606 0.57893724 0.49909228 0.60362185] [ 0.64275036] [ 0.72168774 0.5697644 0.57925956 0.48833346 0.39608054 0.48066282 0.48203707 0.64721064 0.63262013 0.39976992] [ 1.19974769] [ 0.67708647 0.68619082 0.44560556 0.54320191 0.2303857 0.29053813 0.48533796 0.5688318 0.65585142 0.44622283] [ 0.46838042] [ 0.74236684 0.46087122 0.60527101 0.30544021 0.36239154 0.4893287 0.52608355 0.44348466 0.5579711 0.47517484] [-0.10567674] [ 0.31931632 0.34653808 0.65839401 0.56051165 0.43576191 0.62687288 0.34840217 0.37715673 0.31237788 0.52835683] [-0.56575287] [ 0.48999767 0.62021261 0.47979258 0.70075836 0.46795181 0.58471926 0.39282465 0.44525291 0.52799097 0.4446211 ] [ 0.42206101] [ 0.75993071 0.45359206 0.62745934 0.24571777 0.43787763 0.43246847 0.6071071 0.64449434 0.48731607 0.36185016] [ 0.92381474] [ 0.73048184 0.36589253 0.67427038 0.27478787 0.38818443 0.32452494 0.6389826 0.72783277 0.42956443 0.26783274] [-0.1678638] [ 0.54655288 0.57599256 0.6115768 0.50001758 0.54149944 0.58087119 0.42477584 0.55547617 0.55316582 0.52782091] [ 0.38896611] [ 0.21510928 0.52769033 0.46606035 0.64476251 0.46364343 0.76440778 0.38988975 0.4308936 0.28998131 0.50772661] [-0.00858054] [ 0.59288405 0.7172872 0.52150065 0.52677937 0.36648228 0.63917556 0.58846119 0.65174113 0.61151222 0.60364854] [ 0.63934736] [ 0.14803052 0.37151566 0.44276661 0.66420068 0.60539076 0.65374962 0.39895427 0.40051938 0.29906938 0.72622414] [-0.7036296] [ 0.78669325 0.55823801 0.53528454 0.30161466 0.35092856 0.36987808 0.48823435 0.55892851 0.60083317 0.40977293] [ 0.05962309] [ 0.31512524 0.71219746 0.43386068 0.58381807 0.42508293 0.75908397 0.46024539 0.46487472 0.55060765 0.69741638] Progress: 52.0% ... Training loss: 0.318 ... Validation loss: 0.504[-0.44354424] [ 0.49292996 0.58709538 0.48004638 0.48319709 0.52966725 0.57029937 0.51361696 0.34935666 0.56334462 0.52916526] [-0.3155051] [ 0.38252878 0.75856845 0.33356576 0.62806647 0.37305648 0.55304254 0.32426627 0.46520431 0.5044426 0.60154276] [ 0.21409812] [ 0.60872842 0.54369711 0.53554947 0.4931613 0.41629989 0.42057807 0.49832691 0.47417238 0.52476684 0.48118223] [ 0.03595556] [ 0.84542753 0.68021614 0.52430806 0.23373092 0.20658768 0.22567829 0.6241889 0.68661548 0.72083538 0.31043852] [ 0.28638681] [ 0.28227996 0.60932607 0.41541445 0.38588421 0.51009948 0.71846972 0.32142999 0.41590324 0.37447704 0.6674729 ] [-0.16277021] [ 0.60560424 0.6468409 0.59750263 0.42978078 0.47750394 0.60420135 0.5288652 0.55261021 0.6102286 0.55825017] [ 0.24983574] [ 0.23682402 0.50449775 0.47280897 0.52056184 0.50572888 0.62179955 0.47153336 0.61061392 0.33146198 0.4525115 ] [-0.32047404] [ 0.44007152 0.57053943 0.44595664 0.50674635 0.33602048 0.42896156 0.5284076 0.65426764 0.49804191 0.25927783] [ 0.9440755] [ 0.59826245 0.49237404 0.56878297 0.31268117 0.40135676 0.45532144 0.50257903 0.72890729 0.60511144 0.32230519] [-0.02322886] [ 0.67727555 0.49310152 0.47684644 0.46054452 0.34687569 0.3504042 0.45327176 0.40470821 0.5778202 0.435119 ] [-0.29572207] [ 0.48436958 0.4811861 0.53395232 0.33247807 0.45960427 0.47684633 0.54930621 0.50377943 0.36927346 0.46546415] [ 0.36086102] [ 0.29816186 0.65144636 0.48951342 0.6366762 0.55530869 0.75631082 0.47801818 0.40235399 0.4921783 0.63952903] [ 0.22085466] [ 0.3115036 0.70631419 0.29929203 0.71611136 0.2821694 0.49209146 0.35690898 0.43393477 0.62725283 0.48394329] [ 0.11297463] [ 0.29419882 0.70244015 0.32416471 0.52120206 0.35839075 0.59464846 0.40825319 0.44918479 0.56478241 0.47415492] [ 0.04985151] [ 0.30373824 0.46588908 0.48079015 0.43480569 0.53300961 0.6594502 0.45778593 0.6164112 0.49586963 0.65638585] [ 0.08187689] [ 0.2646705 0.58367004 0.43741799 0.49890301 0.5349766 0.77110503 0.33146662 0.59678131 0.4710824 0.63716621] [ 0.40430689] [ 0.48169253 0.64210664 0.46985979 0.49155968 0.38275383 0.44804541 0.50780926 0.50027754 0.5537595 0.58549483] [-0.05109507] [ 0.39200428 0.54485131 0.50666466 0.4929137 0.3795367 0.62838023 0.41617729 0.4481025 0.4920196 0.41439025] [ 0.30401459] [ 0.23136511 0.67442457 0.4080428 0.63833127 0.35602733 0.62513781 0.33479418 0.5373263 0.44303206 0.55912529] [-0.10245088] [ 0.29638056 0.67487956 0.34934311 0.66469885 0.4579548 0.55581448 0.39402861 0.59277572 0.42875918 0.71837428] [-0.73262821] [ 0.76922026 0.47932842 0.57594756 0.47442108 0.4415643 0.48349409 0.56257555 0.57217373 0.45360198 0.50402462] [-0.62355185] [ 0.58552889 0.66848897 0.39594382 0.54773533 0.3457345 0.61935241 0.33409708 0.49547205 0.51110997 0.59770772] [-0.11770752] [ 0.4925708 0.55896844 0.53024765 0.44050927 0.43386972 0.48867014 0.5516592 0.60013331 0.54262081 0.42381746] [ 0.71134139] [ 0.53674345 0.51621903 0.45689867 0.48638531 0.30500963 0.37724998 0.55896767 0.52418995 0.61827909 0.32201379] [ 0.1501295] [ 0.18579227 0.6724794 0.35344829 0.58375898 0.39682453 0.61248476 0.31510431 0.53039537 0.50339162 0.51485872] [ 0.06238797] [ 0.62632442 0.46455394 0.56144876 0.45307637 0.42227653 0.45199825 0.56700845 0.57530284 0.52184202 0.40345914] [ 1.43860819] [ 0.64388506 0.55449135 0.57481306 0.36249682 0.36920903 0.3697392 0.40384995 0.5257978 0.603121 0.43657233] [ 0.34131315] [ 0.68067585 0.69658227 0.47919191 0.33395697 0.33125147 0.27227035 0.52704173 0.5244195 0.65031514 0.35292619] [-0.14057566] [ 0.57723829 0.5738783 0.39561408 0.41461849 0.41988686 0.50092633 0.53100165 0.5187914 0.48702381 0.40786882] [ 0.24950006] [ 0.22885186 0.73987214 0.35884956 0.69249887 0.40124197 0.69952772 0.33994988 0.52458529 0.54351527 0.57609451] [ 0.02858623] [ 0.3653004 0.51306898 0.43697617 0.67424285 0.3188216 0.55209631 0.34511126 0.32660046 0.4574809 0.44390458] [-0.54995473] [ 0.53303248 0.23672552 0.73968702 0.34020974 0.46595756 0.35054734 0.5082264 0.57591725 0.31522219 0.37730566] [-0.31060687] [ 0.33085044 0.57616306 0.42548644 0.60948192 0.46118554 0.55366693 0.56185818 0.57887229 0.43980902 0.44745012] [ 0.61206389] [ 0.66405685 0.53783901 0.53765442 0.44170658 0.3517609 0.39497625 0.41649391 0.51157993 0.48408947 0.51865728] [ 0.23782684] [ 0.27283843 0.71947147 0.33661923 0.59003153 0.38701692 0.66578268 0.35107669 0.38902858 0.4268475 0.64864823] [ 0.31002493] [ 0.56869633 0.50451177 0.57018663 0.3862261 0.54004717 0.62819238 0.54107129 0.56328656 0.39950682 0.47647349] [-0.27287521] [ 0.7315868 0.63449965 0.48922042 0.37180073 0.30556538 0.40344195 0.50664451 0.46656059 0.6194217 0.4774254 ] [ 0.05352386] [ 0.44743986 0.70262942 0.4473459 0.57963062 0.37547733 0.61209194 0.56460184 0.59436584 0.53299953 0.61892939] [ 0.38839416] [ 0.37904043 0.44485936 0.53925875 0.29149345 0.50057369 0.46467348 0.56912882 0.50402983 0.47549508 0.33728047] [-0.32306215] [ 0.32959768 0.70713274 0.37768613 0.56686692 0.3874661 0.62251137 0.42463122 0.51907247 0.61283438 0.47518158] [-0.48720368] [ 0.42868367 0.71055435 0.3727674 0.65066045 0.42081459 0.46489789 0.36963747 0.3783266 0.49704161 0.53397422] [ 0.10109585] [ 0.36395903 0.6510925 0.43650554 0.65991789 0.33671827 0.62954744 0.37460608 0.350938 0.55512732 0.70885679] [-0.05920838] [ 0.31058744 0.69850403 0.36225031 0.51899557 0.50067311 0.66031354 0.32310762 0.47144144 0.47407702 0.56670841] [-0.21924114] [ 0.36420888 0.37201067 0.67940321 0.34031705 0.43059663 0.50834457 0.55326537 0.55641961 0.49562661 0.33721631] [ 0.03653943] [ 0.51595236 0.42951416 0.54922645 0.65279543 0.4690847 0.54936273 0.51232681 0.49086468 0.52081212 0.41766406] [-0.43985667] [ 0.67110371 0.61600162 0.56369445 0.27733748 0.30566835 0.33965023 0.62000255 0.75301106 0.58820463 0.32235638] [-0.23778802] [ 0.49602436 0.70703203 0.46855693 0.52327517 0.31312917 0.63884227 0.4264585 0.38724132 0.53838383 0.63846199] [ 0.8468599] [ 0.75302798 0.51706437 0.60366994 0.34270731 0.37576188 0.25952744 0.60221973 0.72760407 0.47327113 0.37233239] [-0.29450821] [ 0.31482726 0.70315074 0.44810958 0.50312046 0.47658356 0.57431924 0.4088785 0.45611253 0.52357111 0.61252092] [ 1.43823407] [ 0.69139257 0.59965252 0.51022795 0.411043 0.26344519 0.36203523 0.51844181 0.53213316 0.61018015 0.37714139] [-0.24162205] [ 0.63482647 0.57659379 0.51193247 0.38352291 0.36257837 0.41303029 0.44558517 0.51094461 0.4509857 0.5777273 ] [-0.14274119] [ 0.25593359 0.47238311 0.41187719 0.52301896 0.41476368 0.72394237 0.36647895 0.45914827 0.48465842 0.45684213] [-0.38262695] [ 0.55538556 0.72728136 0.46913472 0.62619141 0.38933038 0.62441551 0.40085903 0.58677973 0.57999886 0.5652555 ] [-0.11706632] [ 0.70309667 0.3188772 0.73118194 0.25798284 0.57653671 0.56289115 0.50882363 0.48450437 0.30685278 0.47032298] [ 0.41632246] [ 0.52518455 0.69618899 0.46663885 0.58840529 0.33948294 0.323196 0.38722567 0.56881514 0.64289925 0.52603072] [-0.66007041] [ 0.41111003 0.75354292 0.43519121 0.51481326 0.31113958 0.62156564 0.50177836 0.48342896 0.72520294 0.60214265] [-0.53693679] [ 0.46273333 0.49706866 0.4583302 0.60488249 0.45902623 0.59162303 0.51592339 0.59717696 0.3840998 0.42321971] [ 0.47732923] [ 0.66458318 0.66943611 0.38907347 0.41575793 0.28218947 0.50816209 0.44408558 0.46073498 0.53677682 0.4880748 ] [-0.21450691] [ 0.36550996 0.63173972 0.47101351 0.54596238 0.51931961 0.49770086 0.36974398 0.42018868 0.43592594 0.66412196] [-0.07335268] [ 0.33260516 0.62628985 0.55083135 0.59649883 0.50856077 0.66068159 0.40677973 0.42029446 0.47483003 0.53356703] [-0.17671794] [ 0.35341625 0.408184 0.66932416 0.43214388 0.36162227 0.54202653 0.46616238 0.56018327 0.42292817 0.356421 ] [ 0.04534987] [ 0.31996679 0.57519485 0.41943373 0.51550582 0.46315429 0.57854894 0.42567307 0.42339687 0.50734812 0.4920845 ] [ 0.11477379] [ 0.83937387 0.60454631 0.62720329 0.2768462 0.38182375 0.35880946 0.59659326 0.73895248 0.61621249 0.40359014] [ 0.93973983] [ 0.56045917 0.59579324 0.53274829 0.49049142 0.45797845 0.47519951 0.45390369 0.5524574 0.54328715 0.44509357] [-0.24357133] [ 0.53558211 0.78216852 0.43633485 0.51900991 0.47658384 0.76748912 0.42374105 0.58247003 0.55672825 0.73733696] [ 0.07720769] [ 0.5290491 0.5209498 0.50464293 0.45985498 0.38603718 0.58482407 0.58243813 0.590923 0.44265245 0.63167369] [-0.03850188] [ 0.25604079 0.52041588 0.50419925 0.63205072 0.34504498 0.70880967 0.32796547 0.55283904 0.48641939 0.49911256] [-0.42745815] [ 0.70641143 0.61166026 0.59635073 0.3997914 0.48558367 0.55887966 0.46786376 0.6805916 0.50822922 0.5681643 ] [-0.04723092] [ 0.4281734 0.72604019 0.36439873 0.59146123 0.26659272 0.49923344 0.39991796 0.5816746 0.55723007 0.53723751] [-0.87281396] [ 0.6754775 0.42923232 0.60375325 0.33930904 0.480458 0.58498494 0.53556498 0.50086173 0.37363818 0.49750324] [ 0.35345698] [ 0.26136435 0.40425688 0.66375557 0.46782835 0.47512872 0.77148077 0.37460241 0.3392137 0.32285166 0.59547131] [-0.31995044] [ 0.4346898 0.46069175 0.60112712 0.43451593 0.53803656 0.588154 0.49926917 0.5492815 0.46475875 0.51554052] [-0.08927704] [ 0.46518397 0.66274744 0.39375286 0.45543489 0.35086939 0.37541147 0.40179206 0.58161885 0.57911121 0.44323628] [ 0.62163629] [ 0.51229736 0.31506433 0.70911029 0.37830905 0.39399996 0.53859637 0.41975097 0.42575674 0.46520828 0.34031614] [-0.47161055] [ 0.62456771 0.57196765 0.57501341 0.44803 0.42432297 0.4958646 0.56625596 0.50958858 0.48019127 0.52715277] [-1.21061343] [ 0.4465518 0.43721473 0.57874132 0.33162329 0.48954744 0.45935578 0.50185051 0.68046062 0.54942776 0.31894723] [ 0.22680438] [ 0.72762375 0.57730341 0.55871985 0.30365414 0.26434056 0.30625475 0.54142118 0.59902308 0.61592769 0.37916117] [ 0.47308169] [ 0.66327852 0.57750452 0.52550758 0.50212161 0.36923718 0.43243686 0.5693522 0.63825183 0.52722988 0.53248492] [ 0.34770596] [ 0.38973829 0.60736484 0.4848268 0.61288641 0.34975415 0.6236761 0.31029137 0.38414686 0.43243903 0.59446112] [-0.10951881] [ 0.33221711 0.37095555 0.42338254 0.57181645 0.48590284 0.68519877 0.40237512 0.45611788 0.26113664 0.39710637] [-0.06570698] [ 0.69158086 0.73447611 0.51921073 0.37982182 0.33110076 0.53299759 0.56109601 0.60087675 0.58945872 0.49400376] [ 0.22777387] [ 0.21216178 0.6821108 0.42024978 0.66715451 0.47824626 0.52369959 0.33922358 0.34204165 0.41791746 0.65114965] [-0.44299561] [ 0.45169479 0.68882749 0.35518603 0.58887277 0.3807545 0.62091618 0.28467548 0.57120965 0.50288197 0.60383712] [-0.23054801] [ 0.7299363 0.80950613 0.51603435 0.33886144 0.38451595 0.49418763 0.59620532 0.57825934 0.61849208 0.66952615] [ 0.38746266] [ 0.41875141 0.65045376 0.4816655 0.61158766 0.43113768 0.49982938 0.38229749 0.58935553 0.65825508 0.42081586] [-0.57720016] [ 0.54725868 0.51531142 0.49140065 0.55650856 0.61130385 0.50594868 0.37867008 0.48586767 0.41215862 0.58064419] [-0.23136904] [ 0.51781966 0.66771917 0.37969137 0.56247661 0.27493558 0.45192015 0.46141119 0.56225256 0.55206254 0.54230915] [ 0.30818699] [ 0.78652012 0.75321414 0.58016576 0.21618399 0.3348985 0.27804751 0.65746706 0.72714316 0.72642755 0.35808469] [ 0.77236953] [ 0.27525178 0.66135553 0.39948928 0.63055868 0.40259606 0.59327847 0.41166999 0.52236704 0.49173821 0.55511952] [-0.05729052] [ 0.33244756 0.45129708 0.44331924 0.6338209 0.35351741 0.54275754 0.5011198 0.47644241 0.4301805 0.40247609] [ 0.25403275] [ 0.29196772 0.55834073 0.46637798 0.58327475 0.389787 0.44210253 0.4910417 0.61044571 0.53530916 0.34791158] [ 0.12177947] [ 0.2154244 0.55442897 0.51500626 0.55207721 0.54843873 0.76615952 0.38813992 0.51768562 0.51789427 0.57685875] [-0.31407593] [ 0.75387488 0.68888074 0.55397192 0.46205865 0.37525297 0.51636729 0.52799419 0.71389591 0.65594532 0.48394076] [ 0.02134068] [ 0.44681486 0.3299555 0.65162523 0.3874645 0.41995311 0.45422649 0.49131322 0.47216812 0.36255365 0.55198518] [-0.00452234] [ 0.40852775 0.75427921 0.35813792 0.51564691 0.32950641 0.62762324 0.47211905 0.61184235 0.52984214 0.51837904] [-0.52571464] [ 0.53498771 0.53672519 0.52590495 0.38182704 0.57395918 0.56789929 0.45212383 0.49314364 0.38089896 0.5653573 ] [ 0.37421905] [ 0.32295201 0.72060294 0.49080826 0.69948975 0.51759544 0.76669073 0.4026066 0.4901232 0.55210367 0.67768932] [ 0.06772029] [ 0.57443716 0.48668341 0.51224508 0.51120143 0.42725376 0.51422637 0.57205097 0.62071776 0.45499074 0.66684903] [-0.31002493] [ 0.48984125 0.47944734 0.50734523 0.31609451 0.45562568 0.35843754 0.42400062 0.51484574 0.46053595 0.40472981] [ 0.19333761] [ 0.48230668 0.62819506 0.50752814 0.48481965 0.4305576 0.59407974 0.58684386 0.56295479 0.48158474 0.60175238] [ 0.39454239] [ 0.75068839 0.66064563 0.52572352 0.38815671 0.31705375 0.38853389 0.60861704 0.56314493 0.65267451 0.48776133] [-1.36725832] [ 0.41893825 0.41928894 0.49163735 0.5083222 0.37192453 0.46040368 0.47887197 0.65284004 0.40648624 0.27518734] [ 0.24978753] [ 0.25196587 0.38219763 0.54656783 0.65381905 0.48299842 0.69437508 0.40480224 0.44956999 0.36651141 0.47535805] [ 0.19707717] [ 0.22023593 0.45283006 0.54236146 0.40676683 0.551481 0.71638614 0.41018956 0.40500591 0.45839583 0.59671442] [-0.06889227] [ 0.49268187 0.62142643 0.58469558 0.52478233 0.45553716 0.54263033 0.51616901 0.45931097 0.62831343 0.49524022] [-0.79700804] [ 0.58039216 0.54063281 0.61376575 0.28995272 0.4155153 0.36294768 0.52586581 0.61520167 0.61854947 0.37817295] [-0.38040957] [ 0.78028194 0.57186146 0.50335497 0.44839666 0.27267295 0.36303639 0.47772846 0.52956975 0.54173748 0.46341473] [ 1.48245252] [ 0.79180516 0.53161146 0.63801949 0.41682874 0.35807877 0.31958739 0.54924103 0.76571471 0.54302109 0.29800256] [-0.13529842] [ 0.49584848 0.58927537 0.50585682 0.56726405 0.41680787 0.76211711 0.41472836 0.51885818 0.39645792 0.64199896] [-0.50308258] [ 0.50506572 0.69804489 0.48081483 0.61841533 0.43734421 0.52239674 0.3931914 0.58595215 0.60653248 0.50815597] [ 0.18895912] [ 0.65626619 0.54236202 0.58892893 0.3039367 0.44602158 0.4986064 0.61347453 0.5843963 0.49853497 0.48474361] [-0.49714443] [ 0.51698848 0.62194029 0.47943387 0.45605535 0.31856937 0.49670056 0.51773678 0.42054913 0.5637878 0.42351436] [-0.48936329] [ 0.69070039 0.77378759 0.58888281 0.41252414 0.39835146 0.5257593 0.62415049 0.62565652 0.73482202 0.57698544] [-0.12125782] [ 0.55031596 0.71450444 0.42023512 0.60752269 0.26812035 0.55781209 0.51071938 0.72314196 0.58838202 0.48734941] [-0.39307383] [ 0.33474246 0.38446091 0.69038827 0.27793662 0.51618049 0.51092793 0.46253598 0.39435117 0.45978813 0.41878585] [ 0.87290082] [ 0.73715412 0.37755489 0.64487396 0.22264392 0.32370642 0.23264245 0.60542633 0.75217926 0.48402336 0.1900421 ] [-0.16067955] [ 0.32107126 0.5432117 0.59743266 0.49201883 0.39104898 0.69069738 0.3835384 0.40284248 0.42784521 0.5278183 ] [ 0.54742962] [ 0.50298427 0.66883021 0.36134662 0.61861195 0.30423569 0.62639913 0.38619126 0.39918371 0.53312743 0.54514281] [ 0.22425396] [ 0.59287814 0.59465972 0.56280155 0.39831973 0.37278142 0.35291958 0.4774991 0.56848238 0.6315316 0.41427545] [ 0.19962812] [ 0.26586543 0.62599503 0.49629609 0.45808521 0.48669588 0.6569911 0.40687081 0.42471591 0.48095504 0.64099115] [ 0.27822452] [ 0.23682597 0.50185618 0.48885183 0.54672858 0.47074249 0.60687183 0.38700999 0.34989492 0.46243741 0.52342802] [ 0.06202682] [ 0.36801787 0.49483999 0.36743219 0.52903596 0.32903145 0.66176055 0.37471597 0.49571787 0.39563324 0.49180365] [-0.52567839] [ 0.77624001 0.45183322 0.62409071 0.35201156 0.25579717 0.33214215 0.59034118 0.65336251 0.53031173 0.33763778] [ 1.8544996] [ 0.71033875 0.71824285 0.54801721 0.48393392 0.27124797 0.33125026 0.50575653 0.80552213 0.65871076 0.35453457] [-0.86295873] [ 0.35071604 0.59627511 0.46625076 0.51403122 0.32879643 0.44067342 0.45697997 0.52418351 0.46920287 0.44131342] [-1.58174018] [ 0.68618445 0.36734654 0.68715887 0.15141771 0.56616425 0.42842743 0.63652814 0.66044049 0.4046776 0.3818408 ] [-0.81304051] [ 0.76593058 0.74642615 0.45606924 0.29772533 0.37253391 0.25947954 0.52236842 0.55267421 0.67106343 0.5607195 ] [ 0.27954717] [ 0.26422633 0.45615611 0.52614122 0.42153831 0.45755859 0.65471052 0.3233117 0.39288272 0.35168995 0.46813337] Progress: 52.3% ... Training loss: 0.316 ... Validation loss: 0.505[ 0.28653986] [ 0.59301967 0.59577963 0.50237765 0.4111954 0.35430171 0.37578429 0.5289842 0.55852427 0.53704492 0.45832663] [ 0.74331138] [ 0.1433485 0.61865186 0.44008786 0.70758967 0.58126156 0.79737101 0.42909683 0.33952592 0.47192688 0.59130221] [ 0.06442775] [ 0.54769109 0.49657982 0.62429717 0.3898278 0.30743159 0.51640114 0.50134743 0.63016383 0.58137894 0.34460399] [ 0.01463286] [ 0.49045353 0.64226148 0.53835752 0.43694961 0.38628883 0.49898592 0.58501669 0.50138013 0.60373487 0.58588773] [ 0.08123428] [ 0.43913755 0.64307158 0.48767751 0.71259499 0.37718183 0.70906695 0.47382295 0.53622577 0.47530949 0.55121182] [ 0.00045029] [ 0.43351029 0.65499704 0.59206119 0.41275933 0.51515958 0.69302669 0.5378645 0.4179357 0.58044235 0.65329307] [-0.04423795] [ 0.37082687 0.48854946 0.54923996 0.38803133 0.52050265 0.40619406 0.55946165 0.43586166 0.56895425 0.31674171] [-0.62266016] [ 0.54096826 0.48447539 0.62116802 0.32575307 0.5113463 0.57755348 0.52305104 0.38307397 0.45249064 0.51044584] [ 1.64442538] [ 0.75577114 0.69646057 0.50446834 0.40591565 0.27150047 0.33636729 0.61243057 0.77960948 0.60721699 0.35352741] [ 1.97639817] [ 0.72231879 0.54711992 0.54637719 0.39593181 0.29287994 0.19916997 0.496858 0.71278033 0.53365092 0.35020305] [-0.32078946] [ 0.64333984 0.70447467 0.4714744 0.31488773 0.36437649 0.34696595 0.46907303 0.60995365 0.57064618 0.49880194] [-0.08120209] [ 0.32300771 0.72165324 0.44442054 0.49212137 0.49016498 0.58818195 0.37829423 0.52538917 0.56819869 0.74649653] [ 0.58703154] [ 0.17802376 0.69054085 0.35481979 0.70574749 0.47896519 0.79142159 0.44325233 0.45993511 0.50360642 0.65188607] [ 0.46349079] [ 0.20130109 0.59846894 0.43323621 0.70348972 0.59592627 0.73331233 0.34401852 0.48754831 0.43444127 0.59039278] [-0.03632071] [ 0.42167105 0.46098615 0.63459923 0.42003511 0.60075451 0.6057151 0.37864452 0.42780406 0.50860945 0.53243674] [-0.10742364] [ 0.56624246 0.72211965 0.47011399 0.6227368 0.42054616 0.64369599 0.50911191 0.54739481 0.61381373 0.60389712] [-0.34128302] [ 0.39418507 0.43718493 0.58784863 0.31165472 0.45727439 0.55768087 0.39258181 0.48262632 0.48580698 0.49676598] [ 1.08650409] [ 0.49609434 0.4215082 0.52138118 0.45334631 0.47068615 0.35967428 0.38481707 0.43672636 0.51364188 0.33774799] [ 1.40297147] [ 0.78888954 0.6520315 0.5792475 0.45320113 0.3163366 0.36189331 0.51665794 0.81391282 0.62364764 0.32416617] [-0.16871868] [ 0.6864674 0.51827377 0.64450499 0.36261188 0.45769033 0.45072485 0.47608249 0.54547308 0.48358435 0.38707497] [-0.04260122] [ 0.26370342 0.59329954 0.41886672 0.67182772 0.4050206 0.72277714 0.33109927 0.52353829 0.55942901 0.54202765] [-0.18526663] [ 0.6258696 0.68390283 0.58373484 0.59136971 0.41844187 0.40254591 0.45364656 0.63609867 0.67786718 0.4281827 ] [ 0.92396758] [ 0.28029071 0.46624198 0.53311004 0.43667168 0.47395626 0.5384074 0.4547211 0.50527572 0.36782685 0.41986367] [ 0.06140586] [ 0.26556852 0.42789073 0.57023006 0.49703843 0.47264364 0.61359786 0.39793382 0.38012306 0.49431369 0.54264167] [ 0.1296646] [ 0.29212307 0.616754 0.53466821 0.42540833 0.49206269 0.77875447 0.38235166 0.47244813 0.57125225 0.69833497] [ 0.26571026] [ 0.29431913 0.67144319 0.52331347 0.68577671 0.52092936 0.75512192 0.42650948 0.5079182 0.55390821 0.63915012] [-0.07090242] [ 0.27462656 0.66380674 0.4467191 0.59974051 0.36904099 0.78033027 0.42410838 0.56542291 0.52779279 0.59625076] [-0.75461471] [ 0.80293282 0.5109737 0.60315926 0.25754838 0.38055226 0.44357003 0.56559514 0.50998225 0.61907576 0.44805119] [-0.23308875] [ 0.29943638 0.43961107 0.52911933 0.55542144 0.43119807 0.53259845 0.49724879 0.46504878 0.4014945 0.38593055] [-0.19094354] [ 0.38577249 0.31381351 0.55314752 0.45271859 0.55425569 0.59143461 0.42355531 0.57022508 0.41905855 0.38309336] [-0.42881242] [ 0.47156621 0.81479216 0.29567484 0.70335887 0.30358572 0.51548573 0.31171806 0.48355232 0.59286903 0.69726568] [-0.22594042] [ 0.35134857 0.52377214 0.40148783 0.41795938 0.52716119 0.6060861 0.39771733 0.39002103 0.35998175 0.48170351] [-0.16159037] [ 0.48792438 0.68454902 0.40846637 0.64257772 0.26698658 0.71598583 0.35170783 0.47754546 0.55281026 0.64090518] [-0.40651606] [ 0.60611806 0.62088065 0.42929032 0.40664123 0.43784468 0.49711433 0.48876024 0.53951906 0.43286942 0.56213489] [-0.42192987] [ 0.45860358 0.43740005 0.56279077 0.41069151 0.47588489 0.77737392 0.4164995 0.58628067 0.51698293 0.55700179] [-0.50988631] [ 0.50630656 0.79811694 0.40262132 0.65484755 0.45843741 0.57752737 0.3516506 0.60655462 0.60223386 0.61027424] [ 1.03049801] [ 0.53449572 0.49887152 0.59508133 0.28874587 0.41014477 0.31742639 0.52469642 0.68896984 0.60242555 0.27918293] [-0.13613672] [ 0.32086643 0.60752283 0.48103502 0.62170713 0.49513133 0.54473025 0.39974545 0.3216864 0.43580047 0.51172801] [ 0.18143695] [ 0.3976821 0.5871855 0.41609146 0.6432901 0.42168092 0.41863754 0.50036188 0.52270275 0.49968641 0.50336793] [-1.41595179] [ 0.62328206 0.76898305 0.42186978 0.52525193 0.22864702 0.35233437 0.50258298 0.55335073 0.71384477 0.41117477] [ 1.1330193] [ 0.5908236 0.34242843 0.6924448 0.31742514 0.48985403 0.5221131 0.53105744 0.59015809 0.431679 0.41934102] [-0.37573899] [ 0.56534598 0.5973415 0.51036786 0.63178263 0.43161753 0.49791535 0.4094497 0.6131855 0.54364458 0.47030964] [ 0.0580153] [ 0.26744527 0.53920054 0.43242471 0.54308938 0.41043809 0.51209877 0.4505199 0.52160367 0.53641668 0.34145755] [-0.32189252] [ 0.71120823 0.76178021 0.47324358 0.48192591 0.265103 0.45236107 0.47647323 0.5551035 0.74734394 0.58282278] [ 0.20009026] [ 0.25061215 0.76376056 0.34953092 0.64418434 0.40171393 0.69035328 0.4986194 0.64218426 0.4914922 0.56819907] [-0.11063915] [ 0.60268816 0.52504426 0.52828127 0.48953249 0.40098074 0.62534842 0.47574243 0.67577376 0.4238101 0.56052688] [-0.20558123] [ 0.345377 0.76384169 0.39186479 0.57001459 0.39021368 0.73319494 0.54724199 0.61789651 0.46788352 0.53825149] [ 0.16216401] [ 0.41033181 0.72107481 0.38583382 0.56051622 0.45532758 0.6274308 0.3904047 0.45899033 0.55100198 0.54366941] [-0.08377608] [ 0.21407896 0.60700792 0.48373722 0.63396515 0.45492638 0.53637265 0.41042172 0.49635373 0.56389699 0.41483404] [ 0.20975535] [ 0.53464663 0.66227223 0.53224428 0.5865806 0.38511726 0.61011238 0.54757839 0.57064802 0.56299613 0.58590763] [ 0.52066571] [ 0.54480852 0.5970418 0.51696313 0.62261008 0.45146972 0.43681702 0.46079019 0.57429402 0.54360433 0.33864913] [ 0.19016062] [ 0.29537038 0.6303722 0.49794986 0.62507559 0.53630184 0.76541186 0.39478146 0.49574111 0.55031489 0.62015049] [-0.12325412] [ 0.37933234 0.79921716 0.33183481 0.66121134 0.30925741 0.62826427 0.37384723 0.49200312 0.49968211 0.68231003] [-0.07279995] [ 0.32891359 0.55561144 0.54591082 0.41026214 0.4551464 0.62336199 0.45216083 0.44036354 0.47727709 0.44396944] [ 1.23468671] [ 0.83144608 0.46795361 0.58218427 0.28098092 0.23354291 0.26209273 0.55827481 0.63640445 0.57441652 0.28190784] [-0.41685383] [ 0.68470287 0.67965885 0.39849193 0.59188095 0.40813124 0.43158847 0.47482525 0.63353461 0.55346944 0.652958 ] [ 1.76104816] [ 0.58897015 0.77390985 0.49032769 0.53225653 0.36264431 0.38550862 0.41913655 0.67372246 0.66128032 0.52415111] [ 0.24318655] [ 0.30342883 0.42605791 0.52809433 0.53009501 0.56403669 0.64205551 0.44711279 0.52373507 0.35634548 0.40549952] [ 0.05956753] [ 0.22231213 0.57048439 0.47906133 0.56203642 0.41022147 0.59325658 0.38526374 0.48946505 0.50702523 0.50299585] [-0.180194] [ 0.64696884 0.66995762 0.60128548 0.40085784 0.41458504 0.60424776 0.56740175 0.63106507 0.68224822 0.59476759] [-0.41464836] [ 0.55222984 0.59420293 0.52428527 0.50588427 0.48328422 0.4943669 0.42586862 0.53035709 0.59884201 0.57803301] [-0.43291855] [ 0.51837387 0.62891536 0.44098772 0.65217008 0.25751732 0.64391991 0.32496321 0.45217338 0.4937935 0.53347215] [-0.27846937] [ 0.48203179 0.63900944 0.4777068 0.49248423 0.43498168 0.59184297 0.40531145 0.41419904 0.51958039 0.59128709] [-0.63342007] [ 0.33321419 0.60511422 0.45162692 0.47827032 0.38700603 0.42807855 0.48573992 0.60362316 0.57734629 0.29181598] [ 0.03875552] [ 0.30314758 0.72824621 0.31100273 0.6972238 0.29915223 0.72154872 0.40242658 0.53633241 0.47980147 0.62329654] [ 0.35759268] [ 0.5401337 0.60837585 0.46840664 0.50582555 0.31940156 0.40025669 0.49638709 0.57644338 0.54554425 0.4582065 ] [ 0.02913476] [ 0.30468216 0.59949533 0.57478857 0.48994667 0.42061764 0.60449215 0.36464889 0.46784044 0.56286458 0.47215658] [ 0.54580059] [ 0.7641753 0.49350501 0.56287089 0.37124609 0.26342667 0.28390922 0.51706937 0.60475778 0.54545186 0.43557361] [ 0.19165517] [ 0.25592709 0.61090683 0.40893787 0.71784496 0.40460215 0.66209519 0.43657701 0.37845709 0.52871635 0.5329589 ] [-0.51304774] [ 0.75027662 0.57329261 0.56491384 0.37092461 0.2936876 0.40004688 0.50736137 0.5547267 0.66909192 0.44349164] [-0.13244297] [ 0.37836122 0.6128279 0.45405959 0.67269052 0.54037828 0.63234423 0.42043644 0.49735837 0.49798882 0.59235823] [-0.48638848] [ 0.64677627 0.56319346 0.41931133 0.43357229 0.26157895 0.53170042 0.42249882 0.61064916 0.45416528 0.42818287] [-0.19592399] [ 0.48596875 0.67044057 0.42881753 0.7079072 0.37123131 0.71174403 0.45012114 0.52511424 0.52459663 0.60358336] [ 0.60499696] [ 0.40457638 0.47393419 0.62420233 0.33513003 0.48208719 0.46797182 0.38307162 0.53006253 0.44870486 0.47291314] [-0.20951226] [ 0.71836964 0.36882892 0.57921269 0.42129676 0.29177738 0.47910304 0.43110641 0.60153743 0.46902827 0.35715896] [-0.07538806] [ 0.26817719 0.59682621 0.42382118 0.6309228 0.46782819 0.73595892 0.45427029 0.60561697 0.5188891 0.58539074] [-0.18438335] [ 0.45121761 0.73153174 0.39191781 0.57652239 0.40131476 0.66600491 0.47013991 0.57565341 0.53358277 0.66565104] [-0.11230961] [ 0.44593377 0.61546268 0.46007569 0.44527778 0.50750964 0.59744745 0.37795413 0.38422029 0.38678792 0.65464902] [-0.16190437] [ 0.28924923 0.54159183 0.51371253 0.63590224 0.41797702 0.65526837 0.40925772 0.52834147 0.58702762 0.41278477] [-1.47237954] [ 0.44462808 0.58111376 0.50760376 0.28529325 0.28817559 0.40654741 0.43002811 0.59440131 0.54301615 0.36218489] [-0.49226889] [ 0.46239063 0.69564463 0.49363523 0.59320504 0.54353159 0.50058775 0.40742496 0.44164397 0.4707941 0.55779374] [ 0.6297963] [ 0.75746554 0.52316621 0.56708442 0.17721213 0.32146251 0.25202163 0.67476019 0.6433512 0.68836597 0.28103237] [-0.7884154] [ 0.64542278 0.62845034 0.43233599 0.48831631 0.48913882 0.47680982 0.56742973 0.57814258 0.48851139 0.45294927] [ 0.83907055] [ 0.58460334 0.42226859 0.64584336 0.32591398 0.46153657 0.41558072 0.41721149 0.51567048 0.45771748 0.45996901] [ 0.46003953] [ 0.5691674 0.62240348 0.46578892 0.43154987 0.33849075 0.3721739 0.50153923 0.6254507 0.59920072 0.40232205] [-0.08273826] [ 0.17218713 0.56275177 0.46441458 0.64525257 0.37705174 0.51158466 0.35021359 0.51366301 0.49354578 0.50138037] [-0.13613672] [ 0.32086643 0.60752283 0.48103502 0.62170713 0.49513133 0.54473025 0.39974545 0.3216864 0.43580047 0.51172801] [-1.43746121] [ 0.54312604 0.64735962 0.50752985 0.4570777 0.30626753 0.35317081 0.4026069 0.55430517 0.51663942 0.39542803] [ 2.16968868] [ 0.67776273 0.56891513 0.60472953 0.54902829 0.38420837 0.33703482 0.49746311 0.7235779 0.57333332 0.27926099] [-0.46141316] [ 0.52051501 0.66756172 0.37944427 0.57547017 0.27170659 0.46363512 0.43401264 0.42322777 0.54727604 0.56955462] [ 1.30003123] [ 0.79875026 0.32975168 0.68635926 0.25781055 0.4009564 0.37082816 0.60172226 0.74080469 0.39143507 0.27745963] [-0.06655279] [ 0.25658805 0.48930711 0.59219003 0.49275206 0.51008584 0.57941452 0.4012409 0.32357188 0.36620484 0.50731852] [ 0.90151189] [ 0.64297357 0.57383382 0.53965332 0.36088602 0.34733707 0.28223085 0.57361875 0.68215379 0.53557061 0.35036433] [ 0.152932] [ 0.3311115 0.76093605 0.44972071 0.71880751 0.45646616 0.67670049 0.37087688 0.49684377 0.61196185 0.7379894 ] [-0.37953895] [ 0.49210228 0.66745369 0.53702521 0.28947461 0.41947771 0.65760506 0.43201194 0.57670652 0.54356213 0.61524532] [-0.15567454] [ 0.26131715 0.58864427 0.55982094 0.56238127 0.39386386 0.69256129 0.4298357 0.49781642 0.37776323 0.48999917] [ 0.06376494] [ 0.38929614 0.67341016 0.43918471 0.63682715 0.3372203 0.60430225 0.33741226 0.45403384 0.49642396 0.6072692 ] [-0.48158426] [ 0.54876546 0.41779136 0.59952397 0.27771631 0.46445127 0.39726252 0.53457453 0.58406174 0.57789749 0.34190934] [ 0.24778171] [ 0.5779368 0.70031971 0.4607123 0.50088843 0.4494197 0.60232951 0.43752614 0.56556662 0.54010362 0.56589454] [-0.28860692] [ 0.53999942 0.53591365 0.47140362 0.40797322 0.44480928 0.33127255 0.45707594 0.4952735 0.52374786 0.37164871] [ 0.08985756] [ 0.36519956 0.62808454 0.43721456 0.53308077 0.29225793 0.70668992 0.36405786 0.57112448 0.52651141 0.47487753] [-0.56140707] [ 0.46115615 0.76910951 0.32706474 0.58157045 0.36404737 0.55823751 0.32393173 0.54757529 0.55611568 0.62294346] [ 0.45422864] [ 0.49874367 0.58557128 0.44174379 0.39466417 0.32156089 0.3779889 0.52855671 0.5187748 0.6005494 0.39610551] [-0.30089161] [ 0.56659524 0.43950195 0.62009468 0.25887456 0.42008986 0.45140843 0.59060482 0.66370068 0.46858407 0.3978167 ] [ 0.53276244] [ 0.78758457 0.57931994 0.62514472 0.29915066 0.40215361 0.34841875 0.57971175 0.53426959 0.61095955 0.35131088] [ 0.20049118] [ 0.38266089 0.76969665 0.43004558 0.71824169 0.43677338 0.60827861 0.4211017 0.53915945 0.57581926 0.64495236] [-0.77342446] [ 0.36847154 0.49209883 0.53227337 0.31273621 0.37047218 0.51684026 0.48491808 0.5394432 0.49980932 0.40788914] [-0.26698448] [ 0.46465255 0.24151807 0.71840523 0.46053458 0.3951592 0.64786693 0.37456488 0.57001308 0.44191002 0.38370976] [-0.24734215] [ 0.38125918 0.31760091 0.60448716 0.57395726 0.37044457 0.68088093 0.36236983 0.54800763 0.39192969 0.42464468] [ 1.10604894] [ 0.62352262 0.61490638 0.46923308 0.53146972 0.4003487 0.38720559 0.50905457 0.70983731 0.65914944 0.28012697] [-0.20945324] [ 0.43125988 0.52516148 0.42646294 0.4997326 0.54846339 0.73578561 0.35335765 0.5913643 0.40993361 0.58269729] [ 0.28177109] [ 0.40296052 0.56861707 0.4636386 0.42282043 0.42141123 0.53379483 0.41601453 0.56269104 0.58188784 0.38644693] [ 0.20619159] [ 0.44142624 0.55960633 0.53749941 0.49058937 0.42970372 0.59085864 0.6023504 0.57749163 0.4748773 0.56125065] [-0.88938583] [ 0.38430163 0.38734288 0.54876929 0.48838805 0.39498314 0.55642515 0.50212323 0.64706639 0.47330199 0.25217858] [-0.80779032] [ 0.82005529 0.58302741 0.62809445 0.37793969 0.45525395 0.55481648 0.60511341 0.5288782 0.63191471 0.49215773] [-0.16850335] [ 0.37712019 0.67209233 0.40306692 0.6768129 0.3204844 0.56105017 0.48183499 0.60356579 0.49405439 0.51616867] [-0.1511034] [ 0.51850271 0.68997762 0.49608961 0.51055489 0.46600695 0.52750221 0.45260035 0.60755944 0.58978322 0.52575633] [-0.22398819] [ 0.52160796 0.72076631 0.44832757 0.53655942 0.43040966 0.6251534 0.47864545 0.52084522 0.50133942 0.72509329] [-0.12738174] [ 0.26586789 0.55185528 0.59985418 0.50442088 0.38882123 0.62821259 0.49271759 0.48998062 0.52904642 0.53336963] [ 0.74894702] [ 0.39049939 0.47295193 0.49375512 0.5433215 0.44377571 0.5840609 0.362833 0.48890316 0.47604905 0.50168028] [-0.65706782] [ 0.65773048 0.64087902 0.53130841 0.40532296 0.47836296 0.44000104 0.43613412 0.45423397 0.6037201 0.50665948] [-0.13336409] [ 0.33491063 0.58121968 0.4733502 0.57676592 0.42254727 0.73745245 0.40980906 0.51008346 0.49696633 0.57456648] [-0.72325006] [ 0.42225377 0.67997561 0.40175357 0.60602807 0.41590841 0.43165657 0.43639703 0.51147488 0.40445824 0.54838562] [-0.26402615] [ 0.63356456 0.56243707 0.5434026 0.43466114 0.46368683 0.56310945 0.44228501 0.59244856 0.51448418 0.46656946] [ 0.25326392] [ 0.69183468 0.53245251 0.52918458 0.33706221 0.36585181 0.38062329 0.51745566 0.65825586 0.56945778 0.37300557] [ 1.16050599] [ 0.48574508 0.61475335 0.42840626 0.54856826 0.35544163 0.35832736 0.43808647 0.52010938 0.55379209 0.33713772] [-0.15144207] [ 0.31241234 0.52049273 0.52223169 0.38998904 0.47398622 0.55823036 0.48486045 0.41296219 0.44082034 0.49208101] [-0.37518598] [ 0.38220811 0.48318523 0.44932832 0.49463214 0.41592827 0.57175173 0.41742325 0.48734887 0.36980147 0.45937545] Progress: 52.6% ... Training loss: 0.316 ... Validation loss: 0.496[ 0.58995709] [ 0.65929775 0.56739944 0.53534879 0.36860228 0.38702958 0.44343354 0.4530442 0.51117015 0.59295915 0.49356245] [-0.55781587] [ 0.49056374 0.62011072 0.48086188 0.69982248 0.46568092 0.58174429 0.39496874 0.44767066 0.53015653 0.44151549] [ 0.27970962] [ 0.30535603 0.3590694 0.54766668 0.47886918 0.56976723 0.56526401 0.47444199 0.33330061 0.37169413 0.70380373] [ 0.1102506] [ 0.33077556 0.76092653 0.45017005 0.71822468 0.45556789 0.67675068 0.37152398 0.49650759 0.61244794 0.73746588] [-0.36631488] [ 0.38142526 0.76392604 0.3878391 0.60810719 0.36130527 0.59189237 0.40791136 0.49291616 0.62327025 0.57773982] [-0.26209943] [ 0.37362458 0.19044016 0.75801724 0.36408821 0.55165047 0.6419835 0.34709418 0.42647768 0.31899378 0.35512727] [ 0.13327151] [ 0.50538923 0.49221327 0.67573429 0.35384555 0.54008017 0.57331812 0.38633333 0.45169525 0.49683203 0.52489053] [-0.61031406] [ 0.50964691 0.63484253 0.46836411 0.53057854 0.4046509 0.67758057 0.47454484 0.53998674 0.56736111 0.51039596] [ 0.06570808] [ 0.42247004 0.34282588 0.61141281 0.37271637 0.5578826 0.58650858 0.45767621 0.55051566 0.50670861 0.40580338] [-1.02884794] [ 0.44407817 0.38954385 0.53229005 0.47944817 0.45973427 0.52911437 0.53019218 0.44524555 0.47622114 0.31572662] [ 0.37000265] [ 0.35033079 0.36430623 0.60077757 0.34929344 0.49135585 0.53725763 0.36799118 0.52193153 0.44142707 0.4035283 ] [-0.63886646] [ 0.57124907 0.5748695 0.48694047 0.4130581 0.52975462 0.61999565 0.45224807 0.52113702 0.39049826 0.5965483 ] [ 1.02079153] [ 0.58399188 0.75719393 0.40487252 0.64230448 0.22004561 0.35391963 0.41358627 0.57507254 0.59619103 0.51665082] [-0.16796596] [ 0.39205989 0.62509896 0.55825305 0.68136647 0.52543442 0.69831599 0.4298677 0.50123114 0.53486458 0.60060267] [ 0.47042515] [ 0.19761757 0.29485168 0.62580274 0.44158226 0.60069841 0.65736282 0.48895047 0.27463721 0.39210558 0.7108412 ] [-0.35420869] [ 0.28240301 0.21433451 0.53093659 0.58456867 0.54367317 0.59284346 0.42688708 0.45904448 0.25453852 0.28215839] [-0.62711896] [ 0.73057695 0.51727767 0.61035639 0.52562792 0.46850657 0.52068249 0.39269493 0.64394953 0.55181499 0.4084432 ] [-0.47025114] [ 0.45638025 0.68625233 0.50916098 0.64184827 0.41548417 0.5891283 0.41944169 0.53842444 0.6373652 0.52675783] [-0.55739161] [ 0.62789411 0.60936749 0.51864587 0.55990171 0.35312359 0.60485099 0.42836945 0.33331169 0.49216343 0.57441325] [-0.33758257] [ 0.40967507 0.56282199 0.58285566 0.34662438 0.53614359 0.49836456 0.4155658 0.55626161 0.45955157 0.6793576 ] [-0.17022831] [ 0.43922705 0.45005905 0.56842534 0.51149315 0.41363146 0.77320896 0.39130977 0.66754433 0.43647812 0.49194083] [ 0.0910836] [ 0.37145595 0.56303789 0.48992354 0.52953092 0.44341724 0.72848975 0.41887791 0.61052237 0.45378447 0.49114515] [-0.55471165] [ 0.467249 0.79199397 0.38019248 0.50590289 0.41861945 0.63640133 0.36254352 0.5920347 0.61842691 0.67618452] [ 0.13529136] [ 0.32645676 0.66009437 0.45862275 0.57246765 0.4491984 0.64598933 0.33021182 0.62332085 0.63430631 0.5171726 ] [-0.01541576] [ 0.37774682 0.62782225 0.42568116 0.67412319 0.39561382 0.69278777 0.51693016 0.59727213 0.42786311 0.42398422] [ 1.87451165] [ 0.81173898 0.6758658 0.59243667 0.23816882 0.31591261 0.32611507 0.65065251 0.73707718 0.6737458 0.35078754] [ 1.73691379] [ 0.79074722 0.49441963 0.59960001 0.39458998 0.27162768 0.25009584 0.5558561 0.60897323 0.56563809 0.25065872] [-0.51361827] [ 0.60701553 0.77603018 0.48038434 0.57853576 0.4234407 0.43518393 0.44737911 0.6536752 0.64746316 0.48150113] [-0.22153417] [ 0.67662585 0.6678672 0.54687482 0.47861416 0.35262132 0.53586954 0.60429648 0.66905376 0.60945243 0.48773274] [ 0.33590815] [ 0.25076962 0.61770362 0.50138546 0.47759869 0.56102606 0.68463321 0.35031325 0.38661365 0.42879516 0.67669212] [-0.04974095] [ 0.42551213 0.54126427 0.50049974 0.59466539 0.41046757 0.77833839 0.44665787 0.52726616 0.48328545 0.63071509] [ 0.48584088] [ 0.4575918 0.47519832 0.63599171 0.51737117 0.29786537 0.41348119 0.48671339 0.65068821 0.54450183 0.2582814 ] [-0.37099666] [ 0.62475404 0.48193015 0.5653124 0.43263452 0.49773799 0.46701228 0.45193167 0.64566788 0.48378491 0.39545685] [ 0.4969068] [ 0.76751888 0.43657857 0.69320089 0.35886248 0.50939047 0.40559875 0.64452485 0.50571387 0.50043234 0.37298051] [ 0.97264713] [ 0.73504699 0.59780123 0.5288083 0.39041181 0.26175592 0.33947736 0.53205711 0.57761558 0.63852656 0.36605513] [ 0.10236565] [ 0.52602285 0.72735853 0.52111563 0.62337604 0.34298659 0.56521677 0.52181249 0.5458826 0.6161341 0.56652274] [ 0.86034174] [ 0.76755364 0.67188083 0.52056884 0.26261555 0.25407821 0.33833767 0.56568379 0.60922626 0.65028578 0.43729424] [ 0.18427648] [ 0.2748121 0.51692613 0.52494158 0.45545223 0.45202035 0.68005078 0.37984887 0.40706181 0.387276 0.62969876] [-0.24043168] [ 0.48863164 0.2945415 0.54212316 0.53376931 0.46398091 0.688828 0.43596565 0.52310841 0.40211375 0.43656393] [-0.2758883] [ 0.43061746 0.68698287 0.40730148 0.58218345 0.46490998 0.63742204 0.42226835 0.47976382 0.41630617 0.60490616] [ 0.505516] [ 0.24162358 0.39285256 0.52854193 0.48319098 0.62739279 0.64658955 0.41529845 0.34265578 0.34514055 0.76185578] [-0.45140719] [ 0.50070198 0.516047 0.58702056 0.35434337 0.40987892 0.42010443 0.45879276 0.46213868 0.43032795 0.48626604] [-0.22886593] [ 0.46284448 0.50958226 0.60005787 0.41561158 0.51603513 0.62027495 0.38330925 0.51004612 0.52430708 0.57407776] [-0.12149051] [ 0.48412894 0.65636769 0.37664369 0.56165989 0.3042041 0.54389384 0.49395049 0.57864004 0.52660343 0.42596062] [ 0.09075977] [ 0.75251326 0.57027804 0.61538542 0.30140707 0.37177915 0.38390196 0.5494943 0.57477936 0.69364906 0.46546591] [-0.39723322] [ 0.67593277 0.47911903 0.61156752 0.46546 0.5432848 0.42896661 0.48429543 0.54151625 0.62189497 0.36522316] [-1.15173295] [ 0.42923474 0.51884256 0.48748015 0.40286556 0.33720236 0.39732119 0.52840202 0.70550754 0.46170195 0.22348174] [ 1.20300522] [ 0.73975481 0.68778372 0.44916229 0.50654891 0.25610491 0.27009672 0.55593238 0.57791337 0.71335434 0.28179085] [ 0.3666205] [ 0.7371653 0.5366115 0.56902584 0.2501214 0.3499483 0.24063084 0.52583102 0.65370012 0.54919611 0.44820287] [ 0.22209506] [ 0.30833008 0.40669966 0.62677116 0.37958483 0.58797376 0.54733257 0.39272635 0.28790281 0.44758219 0.4544081 ] [ 0.26241121] [ 0.46838176 0.57959572 0.50439387 0.48720559 0.40701167 0.56474464 0.47079415 0.65935112 0.63427826 0.39638955] [-0.2714528] [ 0.20354664 0.59889213 0.54298441 0.61260746 0.38586931 0.61882596 0.37574663 0.45248923 0.46994124 0.46879654] [-1.45345043] [ 0.53144519 0.51879866 0.54653206 0.50509517 0.36028311 0.45971016 0.60603475 0.75853146 0.51071433 0.27861486] [-0.64563634] [ 0.30406046 0.73495866 0.34816107 0.49828382 0.35673166 0.58586581 0.44130235 0.58078682 0.49460578 0.48356688] [-0.71192915] [ 0.41710232 0.73823127 0.40082997 0.59621994 0.35132831 0.54040548 0.4030538 0.43766794 0.67014808 0.53188951] [-1.01543235] [ 0.41406402 0.31716333 0.62650749 0.31872823 0.404024 0.36918116 0.45046381 0.65560176 0.36127584 0.23901141] [ 0.36158756] [ 0.76200505 0.47177479 0.57899298 0.22551285 0.38525016 0.25489695 0.54709916 0.55615505 0.57708371 0.31213053] [ 0.42246586] [ 0.47189669 0.68997959 0.47224937 0.61019463 0.34472428 0.55294209 0.55494229 0.50263712 0.64675874 0.57525007] [-0.33976497] [ 0.64115832 0.45795813 0.55168142 0.42738753 0.44984695 0.47762987 0.43967026 0.67196774 0.47689465 0.55887224] [-0.13561341] [ 0.49150331 0.48527452 0.60116657 0.29721574 0.40434119 0.52447332 0.4689141 0.56538146 0.48916353 0.43996716] [-0.18284606] [ 0.4540364 0.68922863 0.42762068 0.66604956 0.51842973 0.62867012 0.51666166 0.35868856 0.51427746 0.59011402] [-0.23624648] [ 0.32740836 0.65911825 0.45167591 0.67574197 0.30772037 0.72234942 0.4335864 0.58324189 0.45907189 0.54482888] [-0.13653995] [ 0.26105475 0.63625207 0.45473438 0.44715383 0.33539292 0.59942957 0.40056077 0.55699963 0.46498495 0.49604845] [-0.24949116] [ 0.34202256 0.58529558 0.5099851 0.6026589 0.34535784 0.567191 0.40221801 0.42340773 0.47903203 0.48130402] [-1.15273385] [ 0.63661689 0.23125528 0.7284065 0.13615457 0.66385639 0.5138665 0.62526206 0.50029227 0.34030594 0.40457572] [-0.07190777] [ 0.60391289 0.58115849 0.56344323 0.61317634 0.47605093 0.6013309 0.41674576 0.53533921 0.59544888 0.49296962] [-0.65695678] [ 0.47173864 0.72095831 0.50808094 0.58201785 0.42539649 0.65205519 0.51085827 0.45898586 0.6626806 0.54881253] [-0.20189223] [ 0.49896673 0.57250135 0.61234261 0.41539693 0.55390066 0.67202637 0.46404695 0.49249458 0.47247095 0.61382166] [ 0.01336401] [ 0.39044822 0.67338254 0.44001926 0.63569297 0.33585716 0.60308928 0.33866386 0.45539346 0.49802636 0.60556855] [ 1.46933926] [ 0.62271131 0.61639011 0.49871243 0.43283218 0.34066939 0.31416861 0.4941981 0.56195502 0.63259569 0.33433084] [-0.1734205] [ 0.38833017 0.68588174 0.37512243 0.63878686 0.33895422 0.57862565 0.42671326 0.33157918 0.62238538 0.67323233] [ 0.15606822] [ 0.55654399 0.59770536 0.50348228 0.51632445 0.5246409 0.64031744 0.42586276 0.49001969 0.47209893 0.52848757] [-0.10578328] [ 0.39900053 0.22195031 0.76168465 0.34089058 0.51190094 0.5743877 0.41239958 0.36960436 0.2854711 0.46302106] [-0.46387142] [ 0.39908428 0.64569269 0.39008411 0.63969763 0.25915764 0.34240545 0.47908882 0.54948358 0.59620987 0.37615177] [ 0.09753889] [ 0.64793594 0.55297465 0.63822101 0.37759158 0.47103285 0.41008939 0.51694146 0.58850872 0.52290709 0.45487637] [-0.02150919] [ 0.44373698 0.556468 0.54373435 0.56089596 0.28796969 0.61517368 0.40515105 0.5478789 0.60687316 0.42805641] [-1.21102223] [ 0.55428454 0.79350292 0.47569749 0.63840343 0.33177472 0.42873723 0.4357281 0.6991011 0.64123546 0.44390993] [ 0.03513812] [ 0.29480398 0.57132671 0.49121424 0.52344393 0.3470904 0.66062978 0.40226991 0.47022703 0.43427587 0.59861136] [ 0.03675594] [ 0.29578396 0.46917392 0.50281089 0.44615038 0.44509469 0.63616652 0.35663036 0.46168432 0.38624066 0.46446817] [ 0.59335722] [ 0.53410929 0.33143666 0.71475413 0.30191911 0.54086108 0.550943 0.43954132 0.54123702 0.50493317 0.52647542] [ 1.75875886] [ 0.51716169 0.35963878 0.51396823 0.44110061 0.2474517 0.31100303 0.48465038 0.58368672 0.54464774 0.22365291] [-0.13970875] [ 0.3482933 0.66691606 0.38280518 0.67935127 0.40710302 0.54433374 0.39098535 0.56798989 0.48070758 0.62112353] [-0.72853352] [ 0.62304306 0.54796841 0.55634166 0.43132868 0.35053104 0.53950571 0.50596843 0.68321976 0.55809479 0.47099462] [ 0.23943803] [ 0.43125211 0.3109853 0.70360785 0.3081107 0.60952101 0.48285274 0.37557936 0.45143366 0.42875142 0.41040066] [-0.10332299] [ 0.24067089 0.49497357 0.52931953 0.5719028 0.38848848 0.60648687 0.45384645 0.4496056 0.47585869 0.39264105] [-1.41997131] [ 0.47470101 0.57637794 0.51644861 0.36390696 0.2912506 0.38948432 0.47559982 0.67343615 0.52396667 0.3511428 ] [-0.34465797] [ 0.36275091 0.65647252 0.32593522 0.65318559 0.3885339 0.67113077 0.40378652 0.59076059 0.46700625 0.55621029] [-0.19611286] [ 0.43100448 0.62366009 0.50183013 0.47842659 0.47013931 0.64697463 0.45069945 0.42391936 0.5100875 0.63031826] [ 0.48078469] [ 0.37416098 0.55588236 0.57442711 0.47580252 0.41531568 0.41016435 0.42181505 0.51624619 0.43294805 0.48447142] [ 0.06515409] [ 0.70335186 0.48690683 0.65373413 0.26280555 0.3364733 0.37214341 0.63635694 0.67281099 0.57148791 0.39082685] [-0.08792083] [ 0.36068139 0.56325327 0.48954995 0.34610269 0.4073162 0.45482606 0.49961028 0.51966767 0.46859134 0.50603918] [-0.13400305] [ 0.38383015 0.53020137 0.53030323 0.56898807 0.40898854 0.64040438 0.4351619 0.43059112 0.48072415 0.51055782] [-0.56756693] [ 0.51565437 0.66766425 0.52754631 0.62635873 0.40048617 0.61248968 0.40425399 0.55918769 0.5299706 0.5214877 ] [-0.3098206] [ 0.60889115 0.4834836 0.62004166 0.33418013 0.43600377 0.61743698 0.50207192 0.66282279 0.50330818 0.48642371] [ 0.26847745] [ 0.54464921 0.60830764 0.47057707 0.50255657 0.31633641 0.39415406 0.50003017 0.58148096 0.54970029 0.45252522] [-0.33430559] [ 0.40282624 0.33699978 0.68254362 0.28351663 0.39113923 0.37929873 0.56862223 0.59737291 0.48132746 0.2326305 ] [ 0.09267179] [ 0.15909225 0.40372671 0.57365831 0.56890886 0.42186305 0.66356212 0.50462693 0.43734584 0.46121945 0.47172599] [-0.02718398] [ 0.40725599 0.52897724 0.5752501 0.42295368 0.41642467 0.53330266 0.50041785 0.52960187 0.49649502 0.46542935] [ 0.07745208] [ 0.28411292 0.61717244 0.50076615 0.51903308 0.51173459 0.56932273 0.33796969 0.35182431 0.42940778 0.58749991] [ 0.31674723] [ 0.55247371 0.49761163 0.51400164 0.64539113 0.31772054 0.43211058 0.44287437 0.44827502 0.46900586 0.5726012 ] [-0.46323996] [ 0.59409753 0.64377561 0.47078964 0.41858358 0.4594316 0.48517246 0.45954406 0.46021512 0.55131137 0.57086749] [-0.31089502] [ 0.62039733 0.69977496 0.56291211 0.44380941 0.36511938 0.48656681 0.59973311 0.62896585 0.66390785 0.48274659] [-0.19414867] [ 0.3679826 0.76638364 0.35152844 0.54903348 0.41220849 0.64089395 0.34911183 0.51878298 0.5533327 0.70121304] [-0.77089678] [ 0.40790492 0.69736699 0.37233143 0.71346987 0.31732516 0.58694898 0.45343798 0.52349366 0.54697197 0.38736937] [ 0.04816225] [ 0.55489447 0.16323768 0.78040703 0.2390857 0.36382551 0.38549017 0.54440332 0.63068739 0.38742079 0.20077675] [ 0.0739623] [ 0.59525493 0.66890851 0.36807584 0.42715198 0.31097131 0.48327825 0.41060718 0.54955065 0.52930309 0.47281949] [-0.35748449] [ 0.26869869 0.34355921 0.64524842 0.36561718 0.47339461 0.52236085 0.57068674 0.42590113 0.4492571 0.36438594] [ 0.55843828] [ 0.36209365 0.49385637 0.49896759 0.50681795 0.4961275 0.61327007 0.34865092 0.51565312 0.56551549 0.42107147] [ 1.17163502] [ 0.67241343 0.4801191 0.57436158 0.32082602 0.34990267 0.29844912 0.52131727 0.59078942 0.51117437 0.24792677] [ 0.02658333] [ 0.52107817 0.462877 0.60387035 0.34207253 0.40751807 0.50648872 0.57964265 0.61986111 0.44155687 0.37785475] [ 0.34776847] [ 0.48825733 0.70829695 0.51589329 0.53582614 0.34997971 0.49642723 0.42203672 0.63292338 0.70481195 0.51062534] [ 0.16030198] [ 0.25866136 0.58696023 0.34508517 0.70303536 0.32224599 0.62255321 0.44301453 0.62861848 0.51682667 0.45207436] [ 0.22475271] [ 0.54105789 0.53566229 0.53779492 0.43919789 0.38043515 0.44066273 0.51190159 0.53338762 0.52116642 0.50401472] [-0.55385631] [ 0.50175341 0.51042357 0.62463769 0.3646629 0.4921028 0.49375024 0.51157967 0.52135576 0.52680542 0.54879793] [-0.55552376] [ 0.58097278 0.46584471 0.59514279 0.36770226 0.49165916 0.55104007 0.51283594 0.48571589 0.40413815 0.48509689] [ 0.60281459] [ 0.63012126 0.55038501 0.45244807 0.45667503 0.41844027 0.41996426 0.60593707 0.58777047 0.56996942 0.58833451] [-0.47203363] [ 0.53974839 0.60988514 0.41135817 0.53248715 0.29758872 0.44964058 0.51504914 0.62205404 0.48623564 0.45317679] [ 0.23651135] [ 0.31181379 0.44717029 0.62141859 0.50905725 0.57252725 0.67506291 0.43213648 0.26962672 0.33871146 0.57477488] [-0.68419507] [ 0.62289757 0.58163365 0.56994682 0.30500592 0.47495981 0.45261931 0.46430745 0.49119583 0.56777877 0.52123923] [ 1.06619235] [ 0.71094677 0.57907659 0.5120359 0.47092221 0.26662509 0.27997697 0.50444584 0.54061277 0.59708326 0.41671891] [-0.36597549] [ 0.77048518 0.56965248 0.67005123 0.39743204 0.48574928 0.39444811 0.52569243 0.61177055 0.60473886 0.41887414] [-0.32542517] [ 0.71347557 0.53210483 0.4890976 0.39300609 0.3198933 0.37396161 0.52420268 0.38592199 0.54565947 0.32958712] [-0.09138274] [ 0.42755328 0.72531596 0.35195301 0.71362148 0.29168147 0.54260578 0.35557673 0.46781531 0.56729869 0.69433794] [ 0.38463424] [ 0.18088209 0.37058823 0.54669852 0.56965308 0.51880217 0.64742284 0.37327615 0.36530407 0.37219878 0.59014965] [ 0.18106899] [ 0.37983967 0.73401404 0.46367088 0.56071693 0.39981127 0.60725562 0.41046254 0.44389677 0.54463449 0.58133335] [ 1.14706537] [ 0.64650954 0.58967177 0.527751 0.48244602 0.31554881 0.56830056 0.50540592 0.55435735 0.45864873 0.49695302] [ 0.08409205] [ 0.6078148 0.34615155 0.69996881 0.18304436 0.39509378 0.30515051 0.58137819 0.62001663 0.49976581 0.25915994] [-0.46870374] [ 0.53963168 0.5385229 0.42597855 0.39455882 0.43948467 0.46215536 0.44356634 0.51939111 0.51397668 0.50388317] Progress: 52.9% ... Training loss: 0.317 ... Validation loss: 0.493[ 0.1093573] [ 0.21270386 0.57737549 0.5482634 0.61817134 0.34366074 0.73062355 0.35558131 0.4266477 0.46807345 0.53033225] [-0.22694271] [ 0.55504591 0.67070168 0.44675364 0.56188168 0.37336233 0.34634649 0.34817112 0.54604136 0.60049598 0.51650065] [ 1.35841149] [ 0.7017981 0.56051161 0.61777645 0.30441564 0.38558015 0.39291818 0.53305813 0.56743963 0.68231133 0.46359422] [ 0.06945959] [ 0.19720058 0.29678869 0.59975033 0.65914001 0.43624809 0.72447449 0.44327487 0.3995919 0.4337693 0.3828938 ] [-0.80413347] [ 0.42345463 0.75479293 0.416622 0.63800552 0.28859786 0.52926948 0.46169518 0.53509632 0.62543716 0.52199964] [-0.06198896] [ 0.51750745 0.75886445 0.43406541 0.59481691 0.37943493 0.72344619 0.45936906 0.62671268 0.61179975 0.66809428] [ 0.86517969] [ 0.22509139 0.61699825 0.49914924 0.64078186 0.42292907 0.55163395 0.30910476 0.44898271 0.56660771 0.46158262] [-0.08169] [ 0.33661935 0.6545685 0.42553314 0.58149109 0.45852011 0.60199331 0.4019738 0.49119097 0.54991751 0.46291046] [-0.65283846] [ 0.28738257 0.69275783 0.33974891 0.64652554 0.34018265 0.62868429 0.48379631 0.72871803 0.4852877 0.48061999] [-0.50079149] [ 0.71753862 0.66159154 0.59769244 0.51854177 0.48148259 0.5351906 0.47822711 0.6091667 0.67923004 0.54294605] [-0.15828475] [ 0.44860605 0.49795249 0.51422888 0.49033872 0.44163547 0.38674309 0.52046046 0.55004095 0.5429517 0.49516471] [-0.05717822] [ 0.26746088 0.40429536 0.45853151 0.64459678 0.46458171 0.71872536 0.39889656 0.48874037 0.31052137 0.35034337] [-0.35702577] [ 0.56343822 0.62775395 0.51620093 0.41965712 0.41641653 0.48475694 0.60764004 0.58327334 0.50818512 0.50369317] [-0.42806046] [ 0.3983115 0.72612477 0.38442004 0.67761295 0.31540436 0.49589186 0.30844123 0.47885432 0.51194554 0.62132109] [ 0.35287506] [ 0.56826443 0.67497794 0.43458702 0.63257584 0.25581856 0.34854704 0.49165649 0.52868546 0.59312435 0.53085228] [-0.17722947] [ 0.49487396 0.69099902 0.48719896 0.51570827 0.39394918 0.54211082 0.37117687 0.59320883 0.65974177 0.52103376] [ 0.35126225] [ 0.40213712 0.38877329 0.50807506 0.49974263 0.32034424 0.50777052 0.45273681 0.56603742 0.45344344 0.36684355] [ 0.95523803] [ 0.69037654 0.53622971 0.56574547 0.29929862 0.28982786 0.35409283 0.53514977 0.6511622 0.5470843 0.34160456] [ 0.1628163] [ 0.30352993 0.76334282 0.33189098 0.70415407 0.31891591 0.64321813 0.31609302 0.53781277 0.51321936 0.67925049] [ 0.15231296] [ 0.54264631 0.60892312 0.49946742 0.47606943 0.38895501 0.36111428 0.51741749 0.51351111 0.56819925 0.41842263] [-0.46867448] [ 0.39691584 0.51320923 0.64358294 0.40314591 0.33155221 0.53008417 0.49695042 0.6344852 0.49791378 0.41017736] [-0.20635834] [ 0.49295371 0.60010497 0.48851165 0.6054845 0.31694722 0.55871875 0.54102934 0.64832659 0.49308613 0.46670996] [-0.08531034] [ 0.48501473 0.29211326 0.6610367 0.36713394 0.4651454 0.58782057 0.39277021 0.47479837 0.42232585 0.37802479] [-0.22801956] [ 0.54057163 0.65923886 0.40150709 0.57422657 0.31689769 0.41328852 0.47795475 0.5154639 0.5760891 0.49297252] [-0.08698599] [ 0.76168501 0.68351454 0.62996419 0.287578 0.42702327 0.51243509 0.63787259 0.62025457 0.54297153 0.54067814] [ 0.19989079] [ 0.56749941 0.64426944 0.47281146 0.63086545 0.29647348 0.48650636 0.52586488 0.46485473 0.59750469 0.51237392] [-0.30302303] [ 0.56968677 0.52937006 0.43959541 0.40125969 0.43441082 0.53015325 0.44316049 0.51720978 0.51107055 0.52791269] [ 0.05535453] [ 0.41928473 0.69225294 0.44316303 0.67332905 0.37091528 0.61871242 0.41925745 0.38397556 0.5571346 0.69873451] [ 0.09072559] [ 0.40114959 0.44120708 0.63954659 0.37727137 0.40874757 0.52644476 0.52736796 0.55030732 0.50652397 0.37500318] [ 0.79499715] [ 0.16103185 0.5590077 0.42219715 0.68887949 0.57947281 0.83861521 0.47938353 0.44388474 0.38359842 0.63322677] [-0.53000651] [ 0.4636684 0.3816202 0.63053139 0.42723078 0.55355622 0.64639221 0.55840269 0.46859153 0.38858601 0.47456928] [ 1.44306736] [ 0.6556443 0.71471268 0.53739891 0.36049829 0.36599573 0.36867592 0.65464445 0.69734897 0.70628578 0.34267679] [-0.94934318] [ 0.74156262 0.35274635 0.62592198 0.35536654 0.51681098 0.42954152 0.57997879 0.55892744 0.48023515 0.51909795] [-0.41812008] [ 0.72227251 0.56074588 0.63079107 0.35477884 0.49970886 0.46050043 0.50384369 0.55137158 0.44338965 0.57823122] [ 1.34071903] [ 0.29638668 0.58985118 0.46304817 0.61804322 0.42141262 0.53659068 0.30648254 0.46570734 0.61742881 0.43468452] [-0.20693886] [ 0.47117252 0.43094926 0.61069978 0.37294211 0.45522544 0.45761958 0.43976963 0.47610828 0.41512003 0.46043387] [-0.29270386] [ 0.81265718 0.46639742 0.68741736 0.20420424 0.50182899 0.42907833 0.64717403 0.54230674 0.53096603 0.43174616] [-0.83044758] [ 0.52516777 0.55529687 0.50976252 0.4760615 0.34160242 0.43734425 0.421776 0.4985427 0.43119706 0.55244826] [ 0.56103526] [ 0.18591105 0.55513128 0.57336421 0.47812939 0.50458038 0.74348384 0.3733532 0.32472334 0.39115103 0.64305229] [-0.27292478] [ 0.51755401 0.75835762 0.41716793 0.57709156 0.37884035 0.70378383 0.52699409 0.51482622 0.63023993 0.63521342] [-0.22489638] [ 0.47808544 0.73668005 0.36002436 0.61480705 0.34421803 0.45354066 0.38392451 0.53072722 0.62867998 0.49917513] [-0.44187173] [ 0.32578561 0.33933528 0.68059185 0.39892533 0.50214189 0.45295991 0.43665277 0.35232468 0.36857108 0.38673949] [ 0.63998961] [ 0.35071651 0.66503556 0.39601291 0.70645616 0.28038112 0.60710518 0.32182475 0.40978067 0.53758349 0.59550646] [-0.01261011] [ 0.21822458 0.48289996 0.47141847 0.63007913 0.36856717 0.45863472 0.36334803 0.44238497 0.5411618 0.39363987] [ 2.17350072] [ 0.70675542 0.46153152 0.62502035 0.33600652 0.2986818 0.23396458 0.56453245 0.67454267 0.49369722 0.23601656] [-0.76728292] [ 0.5866145 0.60137056 0.60323636 0.43486899 0.42709744 0.6223106 0.52582604 0.50237154 0.49521866 0.52303095] [-0.75785763] [ 0.63764655 0.31360045 0.69924807 0.3316184 0.4020102 0.51801921 0.46425164 0.56747905 0.40593974 0.39918364] [ 1.19148245] [ 0.56816608 0.49082425 0.58293563 0.45847977 0.34490436 0.38019394 0.38521561 0.48573619 0.4858879 0.36531328] [ 0.36554835] [ 0.20298132 0.64031488 0.39864366 0.65995519 0.44865129 0.67781374 0.34367091 0.46040453 0.46688502 0.60961626] [-0.51100508] [ 0.44407578 0.43666862 0.60441072 0.42413973 0.49409543 0.60750257 0.52035057 0.47471535 0.39262414 0.57948147] [ 0.06820511] [ 0.30471657 0.50210872 0.44916722 0.68757562 0.52909091 0.69257179 0.40405836 0.51725606 0.40857989 0.50723843] [ 0.2540997] [ 0.35383989 0.52521719 0.45956683 0.61422942 0.37639043 0.59278621 0.33141369 0.34585404 0.42590537 0.52118666] [-0.6902674] [ 0.59529401 0.75929106 0.35284239 0.56606113 0.3136652 0.61203048 0.3427341 0.52296881 0.58045073 0.62143194] [-0.42469758] [ 0.56073985 0.67866161 0.41533995 0.59449395 0.25224524 0.62119886 0.36694332 0.50412026 0.57611247 0.54195355] [ 0.10649073] [ 0.49607385 0.64559361 0.40632583 0.52834613 0.44279529 0.67697109 0.47282264 0.48988926 0.4640667 0.5644045 ] [ 1.22273559] [ 0.5178491 0.50068927 0.4802019 0.53263475 0.40307242 0.43216076 0.46354356 0.50693806 0.45942279 0.4136196 ] [ 0.23950264] [ 0.72006771 0.58672977 0.56855732 0.57570402 0.52773166 0.41997012 0.48105547 0.60066434 0.57373616 0.69075692] [-0.7393114] [ 0.78548497 0.43984522 0.58071321 0.39437125 0.31324666 0.54784174 0.45928088 0.51411474 0.54741475 0.46633421] [-0.02723636] [ 0.29210329 0.60717596 0.48776182 0.53545017 0.41321153 0.77997478 0.4370079 0.53059833 0.48496767 0.59414333] [ 0.08863021] [ 0.22869881 0.37034476 0.60368358 0.49703201 0.45751144 0.65002964 0.51360869 0.40424651 0.41494369 0.48294909] [ 0.42047693] [ 0.40859223 0.7507691 0.34519849 0.700126 0.2908716 0.55626359 0.45007174 0.438742 0.58637036 0.54990103] [ 0.34347631] [ 0.30928352 0.77236292 0.36594977 0.75970014 0.48993761 0.6298748 0.35643032 0.36373637 0.51901248 0.63964689] [ 0.02537774] [ 0.32567912 0.72821052 0.47189277 0.72726586 0.39153193 0.54468577 0.41319191 0.61928327 0.56999275 0.67858775] [-0.03239702] [ 0.49474385 0.64221787 0.54087391 0.43346579 0.38314241 0.49222491 0.58902889 0.50901686 0.60814719 0.57971039] [ 0.81889171] [ 0.74929385 0.69864154 0.60672519 0.26330072 0.41089883 0.51148536 0.62802504 0.56040796 0.57780669 0.53999376] [ 1.23273387] [ 0.65353451 0.46741861 0.58956835 0.3366371 0.30855732 0.40153156 0.51210106 0.5971513 0.40744668 0.28574266] [ 0.64131545] [ 0.34684521 0.61366751 0.49341149 0.59078339 0.39985288 0.45796882 0.40778838 0.55576004 0.6884365 0.42756674] [-0.06189486] [ 0.30294863 0.4244231 0.67525877 0.46690249 0.43570208 0.60294145 0.44660006 0.38031481 0.42440555 0.49731157] [-0.28204129] [ 0.39457537 0.29105373 0.62954475 0.28249039 0.53651328 0.52884059 0.42904225 0.37629418 0.30801403 0.37739842] [-0.57756199] [ 0.47372082 0.64421082 0.52893319 0.46000059 0.41071607 0.61139737 0.55124224 0.46994501 0.63358528 0.55210159] [ 0.34914351] [ 0.694712 0.66492065 0.46367663 0.4466005 0.2642559 0.41875352 0.52172402 0.62737435 0.66022468 0.40625662] [ 0.30400045] [ 0.25024928 0.45908126 0.59361297 0.48893416 0.48868293 0.60753284 0.39543605 0.42009286 0.5304652 0.59704159] [-0.28788823] [ 0.63879366 0.46047028 0.59137988 0.36035598 0.44707484 0.42578104 0.57120783 0.55769784 0.49233648 0.32040282] [ 0.17967317] [ 0.32437182 0.49934303 0.59020805 0.47834675 0.57516063 0.58089755 0.32469385 0.45903972 0.47535763 0.65139754] [ 0.06127475] [ 0.26715199 0.59328023 0.43175815 0.54870111 0.43859355 0.5841472 0.42156877 0.55522004 0.44028412 0.47141617] [-0.60460174] [ 0.54792051 0.65289497 0.4966945 0.54325199 0.35096679 0.51439562 0.42823729 0.45085554 0.5301312 0.62483625] [ 0.39716634] [ 0.27477246 0.63672088 0.48496574 0.58186127 0.52573061 0.75518441 0.45229594 0.36756584 0.50974296 0.65820201] [-0.06364635] [ 0.51029812 0.66141165 0.41161717 0.6273775 0.43971277 0.53213393 0.43096472 0.57458736 0.58722616 0.4854742 ] [-0.22664933] [ 0.29708647 0.57429611 0.4442557 0.65839239 0.47202868 0.63846596 0.50739981 0.45508525 0.51434104 0.38194611] [-0.54645518] [ 0.41812973 0.71314628 0.3977241 0.61687392 0.38200313 0.46314494 0.41512372 0.38457345 0.46565919 0.52821964] [ 0.35782271] [ 0.23441984 0.61981865 0.39348526 0.36258845 0.44299278 0.58373612 0.39259003 0.45840625 0.45764953 0.54515572] [-0.40381468] [ 0.39624348 0.68981179 0.36767897 0.58032623 0.27057376 0.39969296 0.49811188 0.63815819 0.58745398 0.34862329] [ 1.61464062] [ 0.64319997 0.4293045 0.4992929 0.437235 0.33346123 0.46462163 0.51120846 0.57031116 0.48656245 0.30757556] [-0.19823972] [ 0.41628974 0.64387416 0.44279945 0.60686953 0.24410288 0.51500246 0.52430183 0.7322375 0.60178632 0.3785388 ] [-0.05238903] [ 0.23980545 0.69889328 0.34407944 0.68277662 0.40618078 0.55109394 0.39555174 0.49794232 0.56230153 0.56563152] [ 0.22087221] [ 0.28839493 0.65275297 0.35397022 0.71092142 0.52542302 0.69951501 0.4796032 0.43319341 0.35058849 0.5349251 ] [-0.75338622] [ 0.55649217 0.68103178 0.48949656 0.50546156 0.24035344 0.33457832 0.43960137 0.68132894 0.60232308 0.39008732] [ 0.62666178] [ 0.65011277 0.79462576 0.39611417 0.49276677 0.19710827 0.30721292 0.48063443 0.65558585 0.71498774 0.5314169 ] [ 0.06800687] [ 0.34923258 0.65925012 0.5410236 0.42568696 0.36414232 0.5447299 0.51573869 0.56867126 0.61930241 0.44733774] [ 0.16140155] [ 0.62148304 0.51444437 0.58366977 0.28563264 0.37791607 0.3759541 0.55733034 0.58337088 0.56467037 0.41449156] [ 1.61757377] [ 0.84730352 0.66656584 0.59894655 0.31863101 0.3731696 0.25766344 0.5954927 0.73468528 0.69736443 0.28874544] [-0.18280722] [ 0.69492723 0.59569018 0.38709642 0.50810345 0.37629148 0.4348127 0.55529832 0.61975927 0.47719828 0.63747623] [-0.61123343] [ 0.35185144 0.62026394 0.35496233 0.6857191 0.33255695 0.42634909 0.40863664 0.4103643 0.45058023 0.45445507] [-0.05829667] [ 0.63122902 0.51757954 0.53088247 0.30171667 0.43553584 0.56395434 0.45426261 0.68336554 0.59737238 0.41905661] [ 0.86073036] [ 0.39772011 0.77866897 0.38635845 0.66850896 0.26933631 0.55104052 0.47076389 0.69458354 0.58858442 0.48647716] [ 0.03192095] [ 0.40123837 0.29444576 0.60692672 0.46358337 0.62196983 0.7192816 0.54735063 0.37123176 0.31937271 0.52253696] [-0.19484319] [ 0.53126833 0.56463957 0.52757169 0.58793598 0.4505758 0.55560391 0.54688929 0.51389875 0.49007951 0.51950925] [-0.60343575] [ 0.48923582 0.55615579 0.51608759 0.56992935 0.34455822 0.58401536 0.47821087 0.42720091 0.554054 0.48278408] [-0.55939101] [ 0.58363519 0.7325777 0.42389385 0.41095424 0.32044269 0.42147483 0.40288619 0.67019642 0.59870087 0.50702014] [ 0.1797257] [ 0.20622422 0.46455507 0.49451605 0.63004332 0.37145497 0.76160551 0.33232839 0.43794973 0.46143269 0.47621738] [ 1.9758816] [ 0.72528129 0.54390428 0.47771483 0.26541868 0.28504175 0.2597918 0.51857945 0.70836288 0.63699355 0.26276469] [-0.77387395] [ 0.67610948 0.48546734 0.67356653 0.33311779 0.47978541 0.39627895 0.5418478 0.50492963 0.50886245 0.39938887] [-0.00258879] [ 0.54763875 0.16496165 0.76518438 0.26667669 0.56124894 0.36971352 0.47148944 0.42678105 0.27550313 0.33196439] [-0.26514846] [ 0.4012551 0.71065245 0.43009331 0.54394871 0.39359224 0.55693344 0.40180921 0.43637508 0.59165103 0.7110149 ] [-0.13543709] [ 0.57623754 0.57383903 0.39637639 0.41344319 0.41944485 0.50113806 0.5322933 0.51845419 0.4884333 0.40743189] [-0.30508339] [ 0.32582919 0.66004416 0.4867176 0.66298367 0.35077001 0.65321947 0.40356727 0.50391517 0.45182277 0.50192047] [ 0.53834937] [ 0.56970569 0.68295604 0.46906282 0.56880142 0.40670901 0.38831013 0.57708226 0.54778763 0.62035521 0.51229802] [ 0.03790697] [ 0.28561179 0.64162647 0.46451892 0.62232849 0.50594029 0.56497231 0.38982963 0.30510773 0.44307846 0.53866303] [-0.09473668] [ 0.30281808 0.65030728 0.41523278 0.67363422 0.39603525 0.66341433 0.46068847 0.51336005 0.40189255 0.56783325] [-0.16841054] [ 0.36865091 0.56731566 0.3692515 0.47702622 0.43900195 0.7124677 0.41897956 0.6199351 0.49342823 0.65765782] [ 0.1019778] [ 0.5385095 0.67825663 0.55551696 0.56170352 0.45336869 0.50896311 0.53703238 0.5983395 0.58264761 0.55933166] [ 0.37011074] [ 0.23771393 0.76383548 0.34375865 0.65344499 0.41158574 0.71188454 0.48818497 0.6202913 0.47935488 0.5881889 ] [-0.31139215] [ 0.48689343 0.626193 0.42777466 0.48909914 0.3454219 0.44869181 0.42339894 0.57491745 0.56685834 0.48364861] [-0.88592713] [ 0.77743201 0.42129536 0.60783041 0.29211462 0.33469789 0.34771666 0.56595612 0.49013589 0.55672212 0.36958618] [-0.32437747] [ 0.34177895 0.57806637 0.63534393 0.46500974 0.45827123 0.53829253 0.41578285 0.39595271 0.5564806 0.5260616 ] [-0.18933697] [ 0.45802045 0.73760436 0.3655699 0.5979713 0.32844934 0.47765488 0.44267425 0.44940045 0.63629305 0.52921971] [ 0.37947748] [ 0.20479066 0.6235215 0.34253339 0.62489166 0.34554589 0.75631397 0.27560017 0.52719555 0.45852136 0.61042981] [-0.49325562] [ 0.52536869 0.44369638 0.53623212 0.52881801 0.60596774 0.56379251 0.41712124 0.41682065 0.35762418 0.47105967] [ 0.40367466] [ 0.8353745 0.42560342 0.69419409 0.16331614 0.40051513 0.29681856 0.66847419 0.60201687 0.59874068 0.33621069] [ 0.03486908] [ 0.25046036 0.4220588 0.67198423 0.49589118 0.4886775 0.69625457 0.41252045 0.32782214 0.42634031 0.47356456] [-0.22394489] [ 0.39750842 0.35189169 0.53782802 0.40129798 0.46734186 0.50116797 0.51109821 0.54494963 0.40354546 0.36826927] [ 1.11134137] [ 0.68520138 0.63013593 0.43263801 0.34811864 0.36782243 0.17106386 0.57005973 0.61292454 0.659256 0.31819713] [-0.30168266] [ 0.73814799 0.72205103 0.55211937 0.49956359 0.37962827 0.55832783 0.48724246 0.71781469 0.57802099 0.53453945] [ 2.53873008] [ 0.73351975 0.50520674 0.6020853 0.36382177 0.26963085 0.22882824 0.57099932 0.69814574 0.52919682 0.23773915] [-0.37085011] [ 0.67266595 0.61797403 0.44801669 0.31432542 0.42392345 0.60846004 0.50486848 0.58768765 0.45971316 0.50204442] [-1.4370633] [ 0.6690873 0.71408273 0.49707462 0.48046704 0.26041254 0.41280047 0.5011925 0.5521561 0.59517778 0.49626979] [-0.22245103] [ 0.6292799 0.49348402 0.52142278 0.38007854 0.43624803 0.39873878 0.56642083 0.41924677 0.6379688 0.38065507] [-0.02751092] [ 0.41247868 0.54799245 0.45714481 0.45688043 0.46863354 0.66603992 0.45199778 0.48753966 0.38680945 0.56328095] Progress: 53.1% ... Training loss: 0.319 ... Validation loss: 0.488[-0.16571713] [ 0.38692721 0.8271576 0.29463348 0.66299532 0.38888493 0.57412506 0.30340412 0.52765982 0.567847 0.77516171] [ 0.08790108] [ 0.49894111 0.54172719 0.55860047 0.53798983 0.41948764 0.3981424 0.39716168 0.51548223 0.5331425 0.57339016] [ 0.30052681] [ 0.27666133 0.63667161 0.4864695 0.57953545 0.52297706 0.75121284 0.45449702 0.37264581 0.51250553 0.65327728] [-0.45248932] [ 0.24477196 0.65402718 0.45017587 0.51179481 0.3186368 0.5881925 0.33210501 0.48825258 0.44470632 0.49124607] [ 0.22097684] [ 0.56246084 0.62908404 0.49794013 0.46944237 0.40408322 0.36196537 0.47794353 0.51229989 0.52678212 0.61064203] [ 0.63292735] [ 0.64811382 0.63907309 0.60101346 0.45613638 0.52429286 0.424293 0.42883736 0.56413748 0.60870249 0.43711845] [-0.56759173] [ 0.42436185 0.69143527 0.36595322 0.58969299 0.38121795 0.62273597 0.51006655 0.66120021 0.46309735 0.52823917] [-0.19352779] [ 0.25060768 0.58901526 0.51523972 0.49588014 0.44201225 0.53019198 0.505367 0.37159746 0.528849 0.50877824] [ 0.31238901] [ 0.49355155 0.41305544 0.64896369 0.4673833 0.43752726 0.50032146 0.41678224 0.57852123 0.53979463 0.42970475] [-0.28535381] [ 0.64919468 0.66991019 0.60349648 0.39860866 0.41237978 0.60121244 0.5711553 0.63533858 0.68550653 0.59219102] [ 0.72687867] [ 0.67554064 0.60967194 0.50715352 0.56038944 0.33411112 0.50122689 0.49073212 0.59990821 0.50380228 0.54878801] [-0.25826435] [ 0.38058404 0.37058005 0.66152305 0.42471769 0.48951325 0.56957356 0.40095654 0.35419172 0.34390237 0.44946289] [-0.61063647] [ 0.36162482 0.72337277 0.45085072 0.51528204 0.44976125 0.52093227 0.45547984 0.67579789 0.61512808 0.43404064] [ 0.27322574] [ 0.60224589 0.5581097 0.54766295 0.35430191 0.4012298 0.32568872 0.4968348 0.55046247 0.53508106 0.51547326] [-0.39717568] [ 0.70462912 0.4153347 0.64944149 0.27220701 0.42168855 0.53757075 0.57128597 0.49408982 0.57464283 0.49631313] [ 0.21826513] [ 0.53731244 0.72886547 0.42494133 0.61835501 0.37449008 0.64047958 0.378542 0.55075675 0.54849398 0.56568494] [-0.50920016] [ 0.52769084 0.74729637 0.47703605 0.39340025 0.40813736 0.44143718 0.53363307 0.6635977 0.5162249 0.61188998] [ 0.15451375] [ 0.27788071 0.460496 0.59330892 0.54081888 0.46347959 0.59282323 0.40186428 0.37741941 0.37940795 0.6889247 ] [ 1.51597132] [ 0.63210497 0.61625821 0.56514709 0.37902759 0.29116932 0.36327345 0.446811 0.57069027 0.61856789 0.43187528] [ 0.10421769] [ 0.36514504 0.5833386 0.51879883 0.45537435 0.57510178 0.62277483 0.3719646 0.39694855 0.39272799 0.73167138] [ 0.10549981] [ 0.29661914 0.66524131 0.41125729 0.63213736 0.44207877 0.72133684 0.40163522 0.49936372 0.36999361 0.6119403 ] [ 1.23368494] [ 0.67510285 0.41852652 0.61446059 0.31494338 0.45368394 0.50322945 0.5579271 0.56159563 0.49601677 0.40099121] [-0.53059814] [ 0.60382077 0.77597312 0.48082651 0.57907328 0.42333675 0.43779135 0.44809077 0.65451133 0.64756519 0.48271694] [ 0.58319302] [ 0.86536121 0.64931943 0.53005649 0.25134739 0.20240619 0.22648065 0.60298351 0.68542037 0.69037757 0.30627099] [ 0.27854727] [ 0.28685567 0.66151184 0.47885273 0.60285367 0.44349814 0.75062672 0.38633916 0.57067182 0.5451812 0.53406746] [-0.08942416] [ 0.25028733 0.43461906 0.56001475 0.51180863 0.37630024 0.6618804 0.4359109 0.51190349 0.51952781 0.4103153 ] [-0.44141442] [ 0.70267733 0.59514712 0.54558159 0.24881308 0.37063066 0.45610196 0.51240054 0.51536246 0.48407543 0.51911632] [-0.25117564] [ 0.60203539 0.71057142 0.55307004 0.58067177 0.41246982 0.70867356 0.44523429 0.63280531 0.54255795 0.59921456] [ 0.22709264] [ 0.31338713 0.68998049 0.49751023 0.64430246 0.48398334 0.75597984 0.38411629 0.4642556 0.5650871 0.68069939] [-0.01368654] [ 0.51709225 0.58444491 0.52371634 0.45815093 0.57369504 0.64845396 0.42494655 0.45164815 0.44751181 0.54351202] [-1.44644423] [ 0.51456924 0.70374987 0.43515662 0.53286629 0.24297548 0.33439408 0.52443101 0.67820151 0.6495197 0.37566297] [-0.73792218] [ 0.68645074 0.67964557 0.58697413 0.44644748 0.49848402 0.50556436 0.51315373 0.54016264 0.59742985 0.63593084] [-0.44199319] [ 0.45487426 0.72542309 0.43181419 0.47360628 0.36647888 0.67143577 0.40788293 0.49244702 0.62763531 0.6648757 ] [-0.15328719] [ 0.73691123 0.67663653 0.48342296 0.38040873 0.4338283 0.52166247 0.48901602 0.59683054 0.54071085 0.48245084] [-0.03927297] [ 0.3674632 0.606496 0.53357215 0.58060117 0.45579999 0.51556907 0.36917539 0.43317656 0.59073035 0.42043757] [-0.61611524] [ 0.70980529 0.3779686 0.6525584 0.22082014 0.42960483 0.47291304 0.57556844 0.69442641 0.43032202 0.38730428] [-0.1444248] [ 0.34358167 0.54932369 0.45301303 0.54203314 0.36267458 0.64980049 0.46687539 0.32813565 0.58243052 0.56338075] [-0.40973362] [ 0.63425541 0.6359436 0.40349714 0.44006095 0.25979499 0.49306124 0.46606034 0.50432863 0.56154834 0.44170959] [ 1.7164332] [ 0.56472401 0.55668802 0.52287209 0.494051 0.38464729 0.43865104 0.49575523 0.65718556 0.47403748 0.44028681] [-0.20612075] [ 0.57360438 0.58516799 0.59677178 0.54617201 0.4389553 0.43147675 0.52042791 0.60041609 0.57134857 0.42074603] [ 0.34639142] [ 0.25168296 0.6767341 0.30064787 0.72500675 0.5268449 0.70694132 0.36267889 0.52783 0.41725546 0.67210126] [ 1.40586866] [ 0.67987671 0.44014636 0.60482922 0.34535211 0.35727026 0.40692408 0.49684031 0.5832555 0.49732956 0.29155074] [ 0.30411823] [ 0.55540664 0.71177287 0.53869492 0.53357203 0.38939754 0.44671626 0.45432201 0.59619189 0.73584602 0.46231734] [-0.36794286] [ 0.48931346 0.7319498 0.3477718 0.58773489 0.29473706 0.52647398 0.35069728 0.62939564 0.61295804 0.53658984] [-0.02600764] [ 0.77863198 0.56471665 0.63543505 0.37148693 0.43644456 0.44584137 0.58354035 0.64997275 0.58058097 0.44479921] [-0.42795128] [ 0.52312963 0.63486239 0.51116765 0.59348467 0.27083061 0.45881972 0.49519416 0.71273037 0.53374635 0.40485536] [-0.82190109] [ 0.6918355 0.60658521 0.46557547 0.5121062 0.24937571 0.51650938 0.39877777 0.54746753 0.63987607 0.43593421] [-0.11796842] [ 0.46412865 0.59461015 0.50052359 0.59246508 0.37509939 0.61020502 0.31380338 0.64244372 0.6174632 0.48462641] [-0.66893085] [ 0.57365123 0.54498673 0.59162704 0.3801233 0.50488152 0.51277361 0.46151814 0.52086358 0.53291665 0.57519516] [-0.9347737] [ 0.49336565 0.63533709 0.57224338 0.45591815 0.33856643 0.54476683 0.47258017 0.45126692 0.54833391 0.48553442] [-0.22613523] [ 0.34574041 0.42132612 0.5950532 0.41788174 0.47338569 0.48960428 0.3927734 0.5043211 0.46009387 0.37352112] [-0.2532829] [ 0.41025667 0.62100905 0.47600348 0.58704373 0.40376299 0.67703851 0.40910747 0.47851266 0.40989033 0.57044441] [ 0.24648872] [ 0.2195224 0.45403512 0.50291674 0.63242418 0.51025429 0.70240555 0.38608803 0.46182644 0.43847387 0.48161287] [ 0.67955049] [ 0.81022885 0.63503321 0.61441347 0.31852787 0.41542363 0.34505282 0.59838099 0.6710226 0.63806943 0.37325179] [ 1.49214362] [ 0.64827677 0.47449961 0.5613265 0.33230732 0.36424369 0.29258873 0.54306697 0.63831973 0.52604503 0.24840672] [-0.16571713] [ 0.38692721 0.8271576 0.29463348 0.66299532 0.38888493 0.57412506 0.30340412 0.52765982 0.567847 0.77516171] [-0.37115265] [ 0.52059279 0.68421373 0.3897142 0.60613349 0.56343736 0.71789924 0.36797884 0.62117142 0.45945584 0.58943178] [ 0.14961371] [ 0.39469019 0.67600906 0.40075617 0.58584995 0.36255618 0.5241733 0.37382714 0.53110986 0.5585273 0.59105481] [-0.26357734] [ 0.35610017 0.6999768 0.39758726 0.51391731 0.29965569 0.522881 0.44746986 0.4915366 0.59023653 0.43082002] [-0.01122811] [ 0.37475313 0.70378623 0.36753545 0.60954495 0.45537527 0.5777156 0.29965478 0.48255176 0.46158845 0.74563793] [-1.60778003] [ 0.57557955 0.55173175 0.50085734 0.46849812 0.29403807 0.26040518 0.45765016 0.61688537 0.59565913 0.25752474] [-0.18853407] [ 0.43064812 0.6817971 0.41284699 0.52723673 0.5073246 0.61177777 0.34534621 0.42845178 0.48925109 0.65504989] [-0.37147686] [ 0.59300363 0.52004757 0.50813294 0.47498644 0.58430522 0.53608663 0.52236554 0.50147501 0.46873312 0.38808094] [-0.50304988] [ 0.36650949 0.54564759 0.58198431 0.626829 0.43581905 0.44322743 0.36119227 0.51843348 0.59990788 0.37369312] [-0.5773363] [ 0.45243454 0.53181165 0.48465121 0.55065447 0.39139206 0.44710829 0.56244219 0.50922335 0.49830926 0.3920789 ] [-0.44376346] [ 0.40999445 0.58835934 0.55864485 0.65277403 0.49301349 0.66334531 0.44918694 0.5422416 0.54321767 0.5089021 ] [-0.23431292] [ 0.39428952 0.50736351 0.41342455 0.50456039 0.44806574 0.64847999 0.46873728 0.76240965 0.54203484 0.33827824] [-0.66628366] [ 0.58009673 0.59136599 0.63058147 0.27355313 0.58176491 0.37480933 0.4655941 0.50623319 0.5329226 0.57539757] [ 0.18549027] [ 0.18100045 0.50483023 0.59024908 0.50117428 0.43467234 0.74309387 0.46664476 0.39722737 0.45591494 0.51265616] [-0.7732109] [ 0.43244237 0.56226139 0.44666141 0.56595975 0.35645717 0.64913303 0.43631036 0.55745117 0.43466812 0.40675505] [-0.36703378] [ 0.56190315 0.54621957 0.42842679 0.40217548 0.33050501 0.47325323 0.43281744 0.55752848 0.49108357 0.41470345] [-0.5633364] [ 0.41137636 0.51714513 0.58940013 0.38093559 0.47689353 0.38642015 0.4324456 0.51290566 0.43215494 0.52708373] [ 1.37186025] [ 0.64457861 0.6408072 0.48354821 0.42440753 0.37280321 0.40956075 0.60799067 0.689496 0.68081574 0.29696315] [-0.06769428] [ 0.37643698 0.46503969 0.55102785 0.43437565 0.47316772 0.64524988 0.48877899 0.61827334 0.47218137 0.51132889] [-0.64194871] [ 0.64352617 0.47224595 0.58026716 0.42629637 0.47701332 0.38878626 0.39975199 0.48877437 0.47632568 0.55074748] [-0.21379144] [ 0.33559646 0.56605738 0.41793092 0.49137467 0.44662612 0.53028573 0.35870999 0.52025167 0.42436642 0.56241166] [ 1.61119517] [ 0.80655748 0.73153238 0.48060061 0.25161831 0.26287327 0.16076045 0.5570104 0.73159222 0.7006985 0.3902374 ] [ 0.58467914] [ 0.44631176 0.62877508 0.56940819 0.33118026 0.36433323 0.46941161 0.44478799 0.42618732 0.50698735 0.43078091] [ 0.40286242] [ 0.59836865 0.7008611 0.48222226 0.43568973 0.22606922 0.46243978 0.46578133 0.53876728 0.52950843 0.49769373] [ 0.43446075] [ 0.61780772 0.65847956 0.53981475 0.34613285 0.26041033 0.31873757 0.47120969 0.72276757 0.6951464 0.3381958 ] [ 0.60166335] [ 0.47999787 0.38043896 0.69170994 0.31742666 0.4957655 0.49862135 0.38206004 0.51033 0.52573518 0.45220677] [ 0.2019001] [ 0.22971351 0.75931324 0.38400079 0.67892741 0.41102859 0.65716143 0.38746336 0.41557466 0.42050502 0.61306475] [ 0.14041843] [ 0.3171915 0.53950985 0.58592975 0.46923429 0.45821626 0.63527239 0.31997816 0.39111315 0.43245628 0.54817403] [-0.14822652] [ 0.21058978 0.51896427 0.55088334 0.64100585 0.31930317 0.72928286 0.40502419 0.46368222 0.5670488 0.49721259] [-0.88544956] [ 0.56615843 0.53790124 0.60623699 0.49784188 0.532416 0.52268242 0.45154994 0.4795248 0.51306652 0.58338924] [-0.17683702] [ 0.44772578 0.81096375 0.36287589 0.59193707 0.34603131 0.54950589 0.44467235 0.5285764 0.66867376 0.74805402] [-0.1643069] [ 0.3913984 0.60453244 0.48755706 0.58971168 0.46794218 0.73691181 0.45355934 0.53051099 0.48175736 0.56638599] [-1.06122017] [ 0.44511874 0.42090877 0.59636801 0.28852919 0.39563864 0.35759238 0.47329722 0.66182854 0.42128199 0.26605067] [-0.72508601] [ 0.3367108 0.33157471 0.6679694 0.34487105 0.54003113 0.51448842 0.49445787 0.35188179 0.36473487 0.35375882] [-0.73833479] [ 0.42855372 0.49206635 0.62284773 0.42625755 0.42063697 0.41708287 0.4739341 0.4183074 0.48303256 0.40495796] [ 0.01042788] [ 0.53987365 0.33926705 0.57451055 0.48959107 0.46213496 0.60509677 0.54864515 0.55966149 0.44535623 0.59399597] [-0.24699878] [ 0.36345911 0.74347365 0.39625719 0.6056786 0.41556949 0.59455668 0.37663851 0.47767876 0.53593919 0.63213541] [ 0.15309749] [ 0.66064698 0.55832473 0.57052409 0.49268359 0.2915257 0.48840851 0.41673553 0.47410909 0.61726271 0.5172285 ] [ 0.81322469] [ 0.37501786 0.52732156 0.44479631 0.64696141 0.29961022 0.45561741 0.35656413 0.46748291 0.63297814 0.39990824] [ 0.16464946] [ 0.24646912 0.57602246 0.45035544 0.51079799 0.51051276 0.44882337 0.46711946 0.46298446 0.48513917 0.71628349] [-0.48852234] [ 0.67025262 0.51908567 0.53742826 0.30641535 0.39788821 0.3727686 0.48313668 0.51819541 0.54125571 0.43840674] [-0.01102254] [ 0.25821465 0.49787509 0.64484887 0.47581121 0.46499453 0.67788315 0.40060465 0.35016344 0.37800103 0.53908761] [-0.17505589] [ 0.70304456 0.62407505 0.60506707 0.29314628 0.41763754 0.64824477 0.55942508 0.58147027 0.50419418 0.56227244] [-0.43992949] [ 0.33922028 0.6699994 0.45816537 0.69266071 0.34322844 0.68540963 0.44579444 0.54219831 0.52443775 0.52151085] [-0.3498981] [ 0.41404861 0.32855092 0.64792537 0.47703689 0.41465187 0.46212577 0.50430393 0.49646251 0.42680631 0.3609191 ] [ 0.56589744] [ 0.36752068 0.66904202 0.37779695 0.62156144 0.46178528 0.62103036 0.47531531 0.57918869 0.45687796 0.59578177] [-0.78112806] [ 0.76834928 0.59508372 0.54776067 0.42677333 0.30662153 0.3227408 0.46763052 0.5458821 0.64749651 0.51818441] [-1.48208825] [ 0.52888086 0.80189289 0.34176389 0.67978697 0.19621007 0.29229252 0.48202184 0.70871288 0.62187928 0.62528306] [-0.49925642] [ 0.72140011 0.49225162 0.57600457 0.42959281 0.40165505 0.55732904 0.56896861 0.54277457 0.43303913 0.4569096 ] [ 0.49358977] [ 0.61221967 0.62910369 0.5067658 0.46343411 0.29426604 0.27860185 0.47413424 0.70513573 0.55498888 0.46434006] [ 0.18955885] [ 0.23896703 0.64975199 0.2842014 0.72644436 0.48523647 0.67376622 0.36812292 0.40979619 0.37730949 0.48486659] [-0.63656192] [ 0.46700691 0.709456 0.38818901 0.51669265 0.41245673 0.48944405 0.34170424 0.52234072 0.53515611 0.57426853] [-0.6288105] [ 0.39324892 0.544703 0.33213301 0.70425541 0.30547101 0.35293538 0.44234248 0.56248576 0.507026 0.59848534] [-1.23488566] [ 0.35391222 0.46650652 0.40947525 0.49635794 0.36797821 0.48320814 0.44032282 0.66758409 0.4659482 0.24006371] [ 0.26388168] [ 0.28408889 0.45079864 0.53305986 0.41456102 0.46349479 0.62932885 0.34731742 0.44386249 0.43828077 0.4797175 ] [ 0.49900351] [ 0.80326606 0.43798094 0.54479985 0.46826438 0.32875008 0.35158397 0.54140275 0.47149359 0.61138211 0.44613943] [ 0.00560604] [ 0.75826717 0.4992589 0.61509398 0.25818411 0.38052758 0.33876359 0.52340548 0.61944914 0.62889682 0.40869137] [ 0.01141563] [ 0.32677474 0.47260712 0.50003331 0.49706377 0.49457077 0.66814839 0.37262691 0.5982735 0.47695254 0.52562969] [-0.453913] [ 0.47467628 0.59114948 0.43962638 0.49725755 0.35394698 0.49011736 0.57672716 0.72652368 0.52215122 0.29322461] [-0.7662448] [ 0.69290427 0.61337694 0.53258572 0.52898044 0.31909918 0.49626488 0.45762077 0.49205876 0.67074297 0.51965221] [-0.28919389] [ 0.57108504 0.61618844 0.43051481 0.39393915 0.29343925 0.42684552 0.45694968 0.54868547 0.48775026 0.41953043] [-0.49438813] [ 0.33697789 0.29999734 0.69084037 0.34347137 0.48020933 0.53459675 0.50882531 0.46926151 0.41032012 0.39435247] [ 0.3043638] [ 0.21596592 0.50926031 0.66189221 0.44457211 0.5099925 0.69870199 0.41287889 0.36825605 0.36400039 0.64874598] [ 0.67290027] [ 0.21709126 0.44749363 0.53272913 0.57127903 0.43749403 0.5207337 0.36073088 0.4558009 0.56595747 0.40005584] [ 1.67041391] [ 0.78009053 0.63014283 0.54303518 0.29453155 0.26641641 0.22710746 0.56155588 0.74071283 0.61096569 0.30467279] [ 0.72792783] [ 0.45736935 0.4939031 0.58580593 0.42546499 0.44136858 0.63075212 0.37122319 0.62175945 0.59209179 0.49579791] [-0.08573118] [ 0.28334107 0.73725136 0.4191608 0.71698504 0.39211608 0.69129544 0.41465737 0.47122279 0.5586198 0.5716665 ] [-0.37820593] [ 0.44087056 0.75670558 0.41404883 0.61399989 0.24541688 0.50259157 0.38873638 0.51906688 0.55255097 0.52488462] [ 0.72222992] [ 0.80641006 0.67085532 0.64568684 0.30825102 0.39549425 0.37430534 0.6815636 0.69678548 0.63916008 0.39316736] [-1.22463914] [ 0.43400906 0.44374541 0.67646391 0.32667549 0.32058154 0.47001185 0.47256649 0.57109724 0.51871564 0.35465942] [-0.58309265] [ 0.73021628 0.72645689 0.5494687 0.43128327 0.35125493 0.56710255 0.51422555 0.70246667 0.72286116 0.52863381] [ 0.10859287] [ 0.3611706 0.21844626 0.73058415 0.29891929 0.5664284 0.43367911 0.42933117 0.44498033 0.28288963 0.3587491 ] [ 0.2542365] [ 0.57906229 0.50487492 0.49625028 0.34123549 0.27743371 0.37303445 0.54457201 0.54763403 0.49091748 0.32601 ] Progress: 53.4% ... Training loss: 0.321 ... Validation loss: 0.494[-0.12758616] [ 0.69472922 0.60306337 0.56609051 0.36442489 0.34513631 0.36143009 0.5853282 0.60996409 0.58217041 0.3522209 ] [ 0.07486319] [ 0.30200027 0.69286656 0.32447512 0.72910633 0.41037393 0.65755157 0.42965469 0.47526444 0.37225361 0.53693137] [-0.0622874] [ 0.34645998 0.38419936 0.58342653 0.43000752 0.53575212 0.4681275 0.37072457 0.50399653 0.52915712 0.51382393] [-0.15758945] [ 0.66424225 0.41235709 0.53922703 0.28143748 0.35270965 0.34411128 0.53774195 0.5234647 0.48017428 0.30472097] [-0.40595032] [ 0.47913751 0.78208244 0.44692029 0.62426834 0.41082167 0.56393127 0.45387778 0.4181269 0.53758689 0.59062121] [ 0.30015237] [ 0.76608677 0.50939412 0.51735638 0.34156973 0.28089962 0.28592244 0.59844312 0.51927928 0.62617102 0.28861361] [ 0.68919737] [ 0.15513858 0.72549127 0.44782634 0.62137956 0.45715607 0.71014496 0.36007212 0.3433678 0.56312992 0.75641755] [ 0.27471583] [ 0.53210625 0.70636325 0.45974708 0.50355338 0.37632147 0.67842236 0.46407839 0.49608555 0.52992732 0.58578041] [-0.14853942] [ 0.49017838 0.43043168 0.50907592 0.35719339 0.40703875 0.61498821 0.51021541 0.58562123 0.35888321 0.42316667] [ 0.39835773] [ 0.20087905 0.51271853 0.43910075 0.63962113 0.50869878 0.64284726 0.40123786 0.32528023 0.30386544 0.50686858] [-0.09990863] [ 0.29652855 0.31543979 0.65762547 0.31501732 0.56568873 0.55317685 0.46047549 0.24740595 0.42039978 0.40676601] [ 0.77434381] [ 0.59590517 0.65777381 0.5876742 0.55825253 0.4909465 0.54975891 0.3813133 0.51441431 0.58585012 0.5333116 ] [ 0.32836753] [ 0.28594696 0.63033475 0.49436539 0.6302637 0.54105706 0.77489945 0.38899398 0.48341492 0.54337357 0.63021378] [ 0.01262428] [ 0.68710675 0.60493693 0.57233753 0.35313592 0.43499199 0.35535223 0.5654729 0.61865689 0.44574122 0.49544983] [ 0.08005091] [ 0.31467341 0.74424539 0.34701713 0.63366474 0.40523321 0.66095858 0.43400423 0.42339676 0.62040033 0.62785688] [-0.3865422] [ 0.42534539 0.60842147 0.48873323 0.35371681 0.29969823 0.46375459 0.45844953 0.65734337 0.50433379 0.40250812] [-0.02016775] [ 0.29954378 0.24666136 0.64870859 0.50755432 0.45467365 0.72744987 0.35713873 0.36726627 0.30344104 0.40097866] [ 0.13913236] [ 0.55989146 0.54301666 0.51093909 0.57674918 0.32707246 0.41129846 0.58252569 0.65136756 0.51867112 0.31596662] [-0.35882232] [ 0.56442085 0.30122162 0.69071428 0.26213511 0.51611415 0.43765913 0.47520432 0.55957797 0.41109424 0.43543991] [ 0.14778807] [ 0.39176898 0.52199553 0.55607221 0.50577695 0.47560508 0.7299197 0.45983011 0.44517579 0.3642211 0.62223833] [-0.52766467] [ 0.70708557 0.60105237 0.54336921 0.40485718 0.37647601 0.36039782 0.45907454 0.57327228 0.67100621 0.41625239] [ 0.19153103] [ 0.71652464 0.53491235 0.56587549 0.40517025 0.28522639 0.33105119 0.45930259 0.51568963 0.51634269 0.39326681] [ 0.88220266] [ 0.5286816 0.59534868 0.42458947 0.54224094 0.32646771 0.44492879 0.55838267 0.62496431 0.59361738 0.35168733] [ 0.50362314] [ 0.22465467 0.36804367 0.68727576 0.45233845 0.56761375 0.79580285 0.4439044 0.32681618 0.36286343 0.59428122] [ 0.19562764] [ 0.50516547 0.56499817 0.5169239 0.5187248 0.40941549 0.46177684 0.51189421 0.48933388 0.52451255 0.50251646] [-0.05903472] [ 0.34771246 0.5543144 0.56482214 0.46950403 0.44904891 0.41159384 0.50161974 0.46999458 0.48033432 0.53526448] [ 1.014294] [ 0.50799005 0.62225666 0.45698973 0.49112156 0.26716562 0.27739383 0.51732798 0.67112419 0.54406905 0.42184883] [-0.28853341] [ 0.43451339 0.52025282 0.46485676 0.59946765 0.41490448 0.6940964 0.42295476 0.60214436 0.55309499 0.55096144] [-0.11033192] [ 0.41979776 0.73287147 0.40127681 0.70202906 0.35726164 0.60559929 0.38747171 0.51426617 0.47695292 0.65446916] [-0.21847237] [ 0.39886676 0.59713504 0.42817561 0.43312469 0.44877211 0.46276526 0.46093774 0.4584579 0.47307328 0.66286129] [ 0.24770723] [ 0.1959278 0.60405921 0.49416432 0.50022486 0.38277522 0.71180453 0.32797094 0.37675391 0.39112505 0.54920331] [-0.0883093] [ 0.58228478 0.60890345 0.47587196 0.60022078 0.34160921 0.6222003 0.49876709 0.55846704 0.48314271 0.50251431] [ 0.05881868] [ 0.36349936 0.65233909 0.42076365 0.63522678 0.41225966 0.55297671 0.33624622 0.34081481 0.41508646 0.62283961] [ 0.14221788] [ 0.25586293 0.52602265 0.46172075 0.59073795 0.45233396 0.51994731 0.53492355 0.52385526 0.4144833 0.5220603 ] [ 0.76749729] [ 0.38343672 0.54055426 0.59091721 0.37706226 0.37257955 0.44668963 0.51422281 0.57539043 0.57414702 0.31859636] [-0.06743631] [ 0.56470735 0.5685551 0.47958438 0.50107012 0.39050966 0.60070231 0.52250781 0.62853152 0.46195219 0.48176598] [-0.45340857] [ 0.58393989 0.57680153 0.45739723 0.5345627 0.37238218 0.56975253 0.47648742 0.33651239 0.55728604 0.51470671] [ 0.41171815] [ 0.53385182 0.5224921 0.57481008 0.43904976 0.34522423 0.39954436 0.48208378 0.65223695 0.62189291 0.36173785] [-0.66156912] [ 0.38590095 0.60656894 0.58047972 0.45608314 0.40257216 0.5701188 0.39460851 0.5446223 0.49618625 0.54347949] [-0.06785098] [ 0.3749114 0.54794199 0.44599196 0.56003756 0.30226116 0.49998603 0.38875202 0.41908062 0.47249317 0.42290678] [ 0.3270647] [ 0.58953299 0.67138506 0.46446002 0.48860624 0.43408081 0.52531956 0.42771289 0.57597489 0.53898137 0.46685952] [-0.36480648] [ 0.38921249 0.82111539 0.30522451 0.61382924 0.3002483 0.5875898 0.34345879 0.56105898 0.5602726 0.64660693] [-0.98399664] [ 0.44321672 0.5881138 0.4666625 0.47983496 0.37446041 0.41174729 0.45053233 0.52460916 0.51028781 0.43739701] [-1.2657581] [ 0.53046976 0.58971998 0.5455389 0.18671056 0.35401663 0.33009917 0.48303412 0.62246099 0.55128974 0.29971071] [-0.49052604] [ 0.58146339 0.43481784 0.53210294 0.30584796 0.41535267 0.31424347 0.51122265 0.57162742 0.49129754 0.34918336] [-0.06703827] [ 0.28947134 0.31425569 0.65235927 0.47886581 0.51897343 0.61991481 0.39635264 0.38166244 0.37345398 0.41193169] [ 0.34739805] [ 0.76919713 0.44239879 0.62660102 0.26963435 0.427675 0.31523761 0.57153502 0.53361103 0.50124723 0.30994604] [-1.12049598] [ 0.43147046 0.44374642 0.67593 0.32754478 0.32171123 0.47369701 0.47138972 0.56852287 0.51731149 0.35664251] [ 0.39232599] [ 0.52527341 0.51418406 0.44521242 0.44914799 0.36608155 0.35496747 0.51829233 0.57921372 0.57624552 0.33247137] [ 0.07283722] [ 0.37835865 0.69464782 0.48554324 0.64870348 0.40428568 0.77410279 0.31792087 0.58891016 0.53308334 0.67719279] [ 0.11537157] [ 0.26531133 0.543961 0.57466029 0.56630674 0.32763778 0.55962819 0.35160148 0.52050977 0.48091904 0.43987774] [ 0.16542249] [ 0.55956515 0.56644784 0.65990283 0.29680429 0.50522817 0.49604845 0.43290086 0.6323535 0.45318391 0.4515894 ] [ 0.28140934] [ 0.43473848 0.62327119 0.46700577 0.52682514 0.39439037 0.62807033 0.45584765 0.65198573 0.58188303 0.53432252] [-0.06188073] [ 0.26845959 0.6667263 0.33274737 0.51376816 0.37547666 0.62821217 0.39100877 0.53458467 0.59668237 0.49187697] [ 0.97771182] [ 0.38725241 0.71155392 0.38329945 0.56460803 0.23260043 0.39618979 0.47905121 0.62350186 0.58602022 0.37970101] [ 1.73220139] [ 0.66441997 0.77449892 0.46215529 0.59600162 0.37459916 0.34076011 0.53141349 0.69598248 0.73928914 0.3217112 ] [ 0.18599171] [ 0.40021073 0.66283018 0.50021697 0.56272404 0.34714587 0.747126 0.46623584 0.63120334 0.44637017 0.53760248] [ 0.32818809] [ 0.30293611 0.61206639 0.47152666 0.58085398 0.34309494 0.70635945 0.41180914 0.35092683 0.56671595 0.63926038] [ 0.66608831] [ 0.20083368 0.46764667 0.63716438 0.50163551 0.50444272 0.62661545 0.40455401 0.4160105 0.49218626 0.5320989 ] [ 0.25624413] [ 0.40594132 0.63576627 0.42648513 0.59608234 0.54173151 0.67873717 0.38086706 0.49197408 0.3764544 0.75916413] [-0.06810887] [ 0.5187397 0.28863876 0.72005296 0.3099896 0.52018987 0.47355701 0.44942387 0.38702452 0.32932903 0.47215997] [ 0.32826414] [ 0.32378101 0.7872574 0.25695745 0.64150947 0.45492622 0.72177199 0.34097988 0.50936198 0.49115586 0.71343078] [ 0.53473588] [ 0.36942384 0.58006002 0.51424294 0.56584763 0.34505712 0.66120011 0.37994047 0.29389381 0.5311931 0.60965445] [-1.09893012] [ 0.68942358 0.64984648 0.50982065 0.52058715 0.17596724 0.26964921 0.47559252 0.65271279 0.63169539 0.2882766 ] [-0.31170313] [ 0.67877294 0.578286 0.59137541 0.2519546 0.35306566 0.5237819 0.59994944 0.5204533 0.55981329 0.53001192] [-0.98294947] [ 0.81731095 0.73020903 0.55796904 0.35851351 0.34471626 0.44541251 0.62963148 0.59697459 0.64719586 0.41895861] [ 0.58361932] [ 0.23563396 0.76073947 0.3704777 0.64645112 0.42342305 0.73428498 0.33202765 0.50650353 0.45199864 0.655415 ] [ 0.61996328] [ 0.47865579 0.30881185 0.60272027 0.26105341 0.45358665 0.38977956 0.53510358 0.61320425 0.42199076 0.23066306] [-0.34880136] [ 0.46703787 0.7100537 0.56750355 0.41237173 0.48355251 0.60417312 0.49371474 0.61099617 0.5726397 0.63333358] [-0.13160775] [ 0.59411578 0.69793274 0.427245 0.4020978 0.4330734 0.59548082 0.57033147 0.50447298 0.58785911 0.533913 ] [-0.3650733] [ 0.45272497 0.57737584 0.59938539 0.60763461 0.52339967 0.62633903 0.41455293 0.4487004 0.50474903 0.50183449] [-0.00432289] [ 0.41568932 0.59410475 0.43440435 0.54579646 0.34511574 0.57121761 0.39289159 0.52298427 0.5069362 0.43477859] [ 0.07860316] [ 0.61216816 0.34609895 0.70322669 0.1797826 0.39167725 0.29936325 0.58663711 0.62869312 0.5058754 0.25361881] [ 0.06240089] [ 0.34548722 0.41961986 0.54042245 0.49185531 0.48867277 0.63387989 0.4301867 0.51113635 0.47989354 0.52687481] [ 0.34973373] [ 0.33709867 0.69116927 0.37294788 0.61649455 0.33856639 0.595989 0.37611396 0.54975198 0.56967128 0.6158529 ] [ 0.71189394] [ 0.35628257 0.33122355 0.51538787 0.44463632 0.45546646 0.51818038 0.50655675 0.67698042 0.53605579 0.26436116] [ 1.81049345] [ 0.61840113 0.57198297 0.42010013 0.49296237 0.26651677 0.29486949 0.54034068 0.55460883 0.64792724 0.26204042] [-0.70653727] [ 0.69987999 0.55922416 0.5377616 0.33993883 0.36256969 0.38425498 0.47928412 0.52711896 0.45920891 0.55821922] [ 0.38610933] [ 0.25315149 0.37668709 0.70798606 0.44231161 0.52006173 0.69315485 0.41836783 0.36801093 0.30699118 0.60525299] [ 0.66073161] [ 0.69632221 0.58304227 0.53279467 0.24384913 0.41713514 0.40275218 0.47831829 0.54762992 0.57963136 0.4655282 ] [ 0.10555083] [ 0.31629047 0.51102812 0.60144618 0.42830386 0.47830102 0.69353468 0.36273698 0.49904383 0.5293915 0.5977756 ] [-0.50972374] [ 0.75894165 0.5199447 0.61040136 0.40436071 0.44782291 0.45288963 0.68464665 0.70187937 0.51688078 0.32755841] [-0.08244997] [ 0.34368474 0.59756225 0.37916113 0.59502036 0.43334833 0.73672961 0.41548938 0.61144244 0.49335668 0.45228714] [ 0.67106566] [ 0.59406779 0.62905787 0.52479385 0.44521093 0.30828237 0.5012297 0.47120498 0.49677632 0.49433952 0.52559298] [-0.11262983] [ 0.42197631 0.55686663 0.4791364 0.34418663 0.43004321 0.65725372 0.52103742 0.55860488 0.40069338 0.48572434] [ 1.46239915] [ 0.57986964 0.61890469 0.46747408 0.59225477 0.23053571 0.50270067 0.38931738 0.5949672 0.52379191 0.42335526] [-0.2230025] [ 0.39272881 0.78734686 0.45187988 0.68507434 0.32668956 0.64514175 0.35591991 0.59219569 0.61173004 0.58731192] [ 0.17647508] [ 0.63682027 0.33210565 0.63124039 0.2717341 0.44305857 0.37014538 0.56605823 0.58166755 0.53572718 0.29628544] [ 0.96648676] [ 0.46776867 0.56215737 0.47591972 0.46445877 0.32576706 0.48082858 0.43039594 0.43248866 0.56091901 0.44673312] [-0.20653691] [ 0.37313985 0.17411869 0.774303 0.33602271 0.51332179 0.6575907 0.36756399 0.48594442 0.35520608 0.38524761] [ 0.04064855] [ 0.44966236 0.81669174 0.43233316 0.70397076 0.3659485 0.69657352 0.42230187 0.50051428 0.569921 0.75805068] [-0.04278249] [ 0.59843957 0.65361196 0.56717927 0.51261279 0.43852058 0.55332011 0.4117368 0.50689605 0.53926334 0.50832154] [-0.31724072] [ 0.40080584 0.64990694 0.49941673 0.54989188 0.47942763 0.66138154 0.5786295 0.4739461 0.61778884 0.50462002] [ 0.1976745] [ 0.49038899 0.7874061 0.39883842 0.59819854 0.38938787 0.65432419 0.37410206 0.52845429 0.57557087 0.60651327] [-0.62366043] [ 0.41829403 0.54684126 0.62186444 0.3267303 0.40135738 0.45150272 0.51261018 0.59989116 0.49116744 0.4260476 ] [ 0.74166587] [ 0.4979159 0.43347436 0.67442845 0.28329631 0.51647343 0.46796145 0.42811296 0.56069509 0.575116 0.46789836] [ 0.32111365] [ 0.66270497 0.69813498 0.50881543 0.35509314 0.35021501 0.41114547 0.54853967 0.63657572 0.6488117 0.39679248] [ 0.2106078] [ 0.73916557 0.53174288 0.57192632 0.33810192 0.33975504 0.36650624 0.60921801 0.70387757 0.5071923 0.35647903] [ 0.02622441] [ 0.34058967 0.79204505 0.27841609 0.64959273 0.39650835 0.56035508 0.39446716 0.37595132 0.54433368 0.65853588] [-0.59716122] [ 0.77270055 0.45928617 0.60999709 0.33313832 0.35059843 0.4559133 0.53577984 0.40587927 0.46371056 0.42763079] [ 1.44218479] [ 0.70851449 0.72734959 0.4962753 0.4955494 0.36183884 0.34480762 0.54976752 0.72728294 0.69328196 0.34082343] [ 0.1204011] [ 0.30080166 0.71642388 0.30602271 0.48190542 0.38510443 0.59357563 0.33677289 0.51094221 0.46405933 0.58171347] [ 0.20186913] [ 0.62163096 0.55222116 0.52310937 0.34438201 0.36268399 0.37695938 0.56069086 0.62960234 0.66187959 0.34701033] [ 2.01069423] [ 0.61322558 0.53783664 0.5027448 0.41328488 0.30926975 0.37160181 0.54848706 0.7672103 0.55436096 0.23433481] [ 0.11778987] [ 0.33612846 0.61838026 0.52936707 0.47255043 0.3955434 0.50439173 0.51125656 0.4957053 0.53319942 0.49220005] [ 0.67749556] [ 0.60184511 0.70442652 0.53128062 0.56785708 0.41010431 0.50068912 0.56580395 0.56862715 0.58309085 0.65373943] [-0.28264782] [ 0.39648068 0.70880555 0.40988604 0.60979067 0.3602156 0.52186752 0.42203003 0.41624798 0.44568262 0.62808848] [ 0.42362874] [ 0.24995872 0.66426911 0.5147562 0.56102718 0.48708563 0.75239466 0.44367978 0.38082934 0.52606334 0.66399363] [-0.1040056] [ 0.70213307 0.43034894 0.61607403 0.34362531 0.44317071 0.48888102 0.62032996 0.62681815 0.43094846 0.4286022 ] [ 1.06633698] [ 0.47892202 0.6476707 0.46892297 0.52877526 0.44706287 0.58540628 0.51180217 0.50981292 0.55803699 0.46464751] [ 1.98362887] [ 0.84316978 0.69188815 0.52682203 0.26681496 0.24098035 0.21291134 0.60363697 0.63006463 0.7259447 0.28780121] [ 1.22518778] [ 0.64982496 0.55904383 0.55417749 0.37650319 0.28908669 0.376503 0.44887149 0.51400174 0.56481694 0.37805452] [ 0.02956174] [ 0.40943852 0.54799919 0.45636867 0.45789311 0.47036009 0.66996473 0.45035736 0.48416135 0.38538275 0.56658349] [-0.40328027] [ 0.36719699 0.71462091 0.37195836 0.63100196 0.39157208 0.45270213 0.35672057 0.41264504 0.49012066 0.55334302] [-0.29516275] [ 0.32363263 0.4568864 0.64058824 0.32514878 0.44737036 0.56918257 0.47833372 0.44685714 0.51881503 0.44561606] [ 0.96425266] [ 0.49889486 0.38044584 0.68502237 0.34608575 0.46726358 0.44363981 0.45096742 0.50456765 0.52779105 0.39953819] [ 0.02830562] [ 0.25392265 0.55191109 0.59596587 0.51063722 0.39454569 0.64533813 0.48541413 0.47354878 0.52076403 0.54593178] [ 0.7059233] [ 0.46620276 0.64742345 0.44663012 0.3971205 0.38158719 0.4433823 0.41799396 0.58110706 0.5232225 0.46942207] [-0.2489548] [ 0.50444929 0.55457951 0.58657325 0.59344739 0.4719613 0.4215464 0.41879021 0.50203154 0.605146 0.36620115] [ 0.44135883] [ 0.2591205 0.72579764 0.50677262 0.62331563 0.42758025 0.53887041 0.38154527 0.46126976 0.6166876 0.66636159] [ 0.1822403] [ 0.24363631 0.31685351 0.47688193 0.43149252 0.60346065 0.60610051 0.37694115 0.29169545 0.23272685 0.44188041] [-0.17589945] [ 0.47808423 0.74310956 0.39841726 0.49783219 0.3866674 0.64483964 0.4015768 0.43472254 0.55370834 0.69753557] [-0.15262461] [ 0.7137962 0.42031592 0.67693514 0.33591991 0.48991305 0.39932483 0.46514433 0.60923153 0.43462428 0.44628009] [-0.12863216] [ 0.63665796 0.43233331 0.61947261 0.35999577 0.45307377 0.42903545 0.62037587 0.57457142 0.45026011 0.40478659] [ 0.56034065] [ 0.70663458 0.55326218 0.59601213 0.31981435 0.40699997 0.41863442 0.5547908 0.52341429 0.56291507 0.56389571] [-0.25943714] [ 0.56541923 0.28082034 0.70143411 0.29281113 0.42049737 0.49388808 0.46175239 0.51900025 0.44628941 0.29974869] [-0.32328634] [ 0.63963146 0.45669609 0.51718285 0.36444095 0.3282872 0.44972577 0.58157787 0.60886694 0.43085855 0.28076746] [ 0.22811236] [ 0.38438066 0.37940992 0.63410276 0.26364337 0.68834186 0.7142038 0.37303485 0.40275635 0.31072594 0.68494376] Progress: 53.7% ... Training loss: 0.357 ... Validation loss: 0.511[-0.29125153] [ 0.337658 0.49823033 0.51521555 0.47050965 0.46619482 0.6525159 0.33575895 0.57437755 0.47935495 0.54637675] [ 0.05792874] [ 0.49913687 0.70142724 0.43414286 0.52317346 0.35459327 0.49456801 0.5582092 0.6747097 0.60430443 0.45327232] [-0.80202554] [ 0.42872029 0.34057565 0.72480798 0.32371078 0.39167619 0.51276287 0.51207667 0.603382 0.4006994 0.36063355] [-0.75898841] [ 0.45422818 0.57520613 0.48858343 0.53997813 0.33106923 0.53525122 0.38002242 0.49322746 0.47738979 0.48417066] [-0.09272256] [ 0.37262724 0.70364821 0.36745345 0.60984869 0.45542565 0.58006975 0.29941282 0.48078709 0.46089891 0.74624279] [ 0.33688021] [ 0.18082102 0.69122758 0.32011289 0.62362972 0.48075745 0.66968313 0.24676013 0.48198923 0.40195266 0.68160045] [ 0.0656285] [ 0.73212833 0.58903788 0.59775835 0.26096588 0.3806706 0.32337512 0.58148813 0.60367141 0.60025357 0.44498946] [-0.84155372] [ 0.38549511 0.44836175 0.47867221 0.62931009 0.37594707 0.51982353 0.51117917 0.5745627 0.50122295 0.38121283] [-0.49708942] [ 0.4642415 0.67531399 0.4076059 0.47067345 0.42782037 0.53156802 0.41669842 0.40993791 0.58285471 0.55186252] [-0.33687414] [ 0.57595909 0.6606216 0.39279005 0.39855347 0.27242835 0.52966363 0.42149014 0.60465802 0.5005526 0.4611072 ] [-1.25358323] [ 0.42868041 0.58804941 0.45993445 0.41323582 0.32889904 0.33714491 0.49538081 0.66980687 0.50482359 0.57010428] [-0.22123143] [ 0.42725937 0.58965898 0.43065495 0.58890597 0.40013302 0.63309259 0.55469192 0.58976291 0.51228063 0.54023542] [-0.35343278] [ 0.39629659 0.39132173 0.6584404 0.3430367 0.37697339 0.59330604 0.44467408 0.46442787 0.38477217 0.39416605] [ 0.24614688] [ 0.3956729 0.57410868 0.58043125 0.42664229 0.41783255 0.58592547 0.4030723 0.40104498 0.56053559 0.51819098] [ 0.31048781] [ 0.2460741 0.44523343 0.60796196 0.46956076 0.59551603 0.81060845 0.37183525 0.43584659 0.42301941 0.66012723] [-0.471801] [ 0.39574799 0.50220477 0.59497477 0.46496858 0.40441801 0.47357433 0.46116717 0.53522282 0.51811566 0.45058091] [ 0.09038978] [ 0.21094593 0.47930167 0.60002329 0.65663596 0.47019436 0.72978398 0.40511574 0.36854499 0.48646093 0.46559959] [-0.20610279] [ 0.48433607 0.46555964 0.46738118 0.50623151 0.25957662 0.39461781 0.46704569 0.63020307 0.53655955 0.28535473] [-0.03978655] [ 0.29804257 0.66498859 0.31574613 0.4822621 0.32131032 0.75138655 0.31121538 0.52384799 0.45700926 0.57267918] [-0.49451959] [ 0.37255682 0.40586087 0.65830674 0.38276364 0.46278886 0.44197854 0.50613537 0.52078828 0.46379441 0.42807303] [-0.71680548] [ 0.42848795 0.44868736 0.70723903 0.45026893 0.38245633 0.47972987 0.43397721 0.4634948 0.54916767 0.36470276] [-0.18482213] [ 0.76845176 0.61161325 0.56645154 0.3860672 0.43698725 0.36607242 0.65102054 0.56885941 0.57242167 0.4076947 ] [ 0.31156176] [ 0.27811126 0.67197033 0.34927265 0.67486559 0.478754 0.71626605 0.35465812 0.43220643 0.44759938 0.65144162] [ 0.7104706] [ 0.6080401 0.43758736 0.65148698 0.38674363 0.47200322 0.56287533 0.48435526 0.52686223 0.48183674 0.52346699] [-0.27433244] [ 0.34626283 0.63855864 0.40984375 0.60417832 0.46048191 0.68452965 0.45289682 0.59349537 0.46699091 0.4799647 ] [-0.42214105] [ 0.47321929 0.44769749 0.65237088 0.44050646 0.41140891 0.41470396 0.50593864 0.49112692 0.47039888 0.46906524] [-0.64631951] [ 0.46930698 0.75358228 0.37336443 0.51610695 0.33132275 0.49964339 0.41991517 0.5693386 0.72405942 0.57392232] [ 0.30127612] [ 0.27026837 0.67394051 0.37668805 0.6951674 0.38186088 0.71495674 0.39366803 0.43091041 0.50397905 0.59979066] [ 0.75182127] [ 0.42321761 0.60774279 0.47043361 0.66137375 0.44826346 0.58793397 0.392114 0.53038404 0.62311083 0.48331257] [-0.48978427] [ 0.77228864 0.51300872 0.58537544 0.32404505 0.26070712 0.29487239 0.6015197 0.58615598 0.62768217 0.30356578] [-0.19011701] [ 0.31088921 0.5412404 0.43175519 0.57906683 0.43730521 0.75169067 0.36260699 0.5169289 0.4767766 0.53961276] [-0.74638221] [ 0.44896735 0.63993644 0.440637 0.38989508 0.32514625 0.43233601 0.52272406 0.76355054 0.65451403 0.33846888] [-0.55582409] [ 0.23325624 0.47337264 0.50279072 0.5494319 0.48619996 0.6387059 0.47660308 0.58800087 0.29494404 0.40071212] [-0.69397443] [ 0.38231139 0.6999863 0.36110088 0.58827671 0.37059956 0.56062116 0.33109194 0.55865921 0.53686484 0.57692354] [ 0.21697462] [ 0.18797679 0.53266363 0.5127775 0.62046451 0.50894804 0.79301909 0.33478057 0.47492202 0.48546202 0.56808127] [-0.39080284] [ 0.60401534 0.71042055 0.55454457 0.57850698 0.40980285 0.70496896 0.44749938 0.63631556 0.54454358 0.59525751] [-0.49497998] [ 0.32983767 0.68185518 0.38090523 0.72065478 0.39969174 0.66656643 0.51057486 0.51374736 0.59159457 0.46757145] [-1.18648324] [ 0.29395286 0.71863642 0.44210068 0.56559051 0.31293949 0.36427045 0.46160944 0.61801693 0.68326501 0.32693191] [ 0.45156142] [ 0.35283128 0.66481965 0.3978283 0.70448252 0.27756924 0.60239028 0.32425197 0.41511614 0.54035231 0.59070804] [-0.17685767] [ 0.37591079 0.63217652 0.51129746 0.50420815 0.36331285 0.61407749 0.43650165 0.51449662 0.49418495 0.55960615] [-1.23837806] [ 0.72832724 0.72246069 0.51063056 0.38473933 0.3452354 0.42441606 0.51502358 0.56659318 0.71507958 0.48806691] [-0.21003429] [ 0.23524804 0.36401191 0.7087654 0.40112198 0.48820811 0.62535054 0.47465491 0.36132677 0.36985791 0.50004006] [-1.00314423] [ 0.75423356 0.38801981 0.67160192 0.28418977 0.40684554 0.33742764 0.60897294 0.58183485 0.46863133 0.29343804] [-0.95293416] [ 0.57242339 0.73540756 0.52662137 0.53725719 0.37784888 0.58327029 0.40002508 0.57166828 0.5611908 0.56595835] [-0.45321321] [ 0.36264124 0.56492539 0.53525276 0.58824443 0.348811 0.6051954 0.35815246 0.4462994 0.42961275 0.52478196] [ 0.34026378] [ 0.46135438 0.75198904 0.34881141 0.56811514 0.3658732 0.47798853 0.50553749 0.5767016 0.6510271 0.44728799] [ 0.30038512] [ 0.5207207 0.58050976 0.52613662 0.57123973 0.44797996 0.59765899 0.43350821 0.62943035 0.49188153 0.47346536] [ 0.13438406] [ 0.55024514 0.60845483 0.55610293 0.40806291 0.28182663 0.41798163 0.60984178 0.78822867 0.54332855 0.32559645] [-0.32003508] [ 0.54235655 0.64714057 0.51499382 0.50114497 0.44071289 0.44630787 0.49976274 0.57527307 0.66661933 0.53428388] [-0.65026143] [ 0.37436223 0.80552084 0.39301837 0.69458879 0.43129635 0.61016733 0.44214489 0.65708347 0.56661249 0.5469591 ] [-0.62321164] [ 0.25497386 0.63144048 0.58885127 0.50050511 0.36905543 0.6129885 0.42589442 0.51810072 0.50069617 0.51705401] [ 0.10133178] [ 0.43841832 0.77785422 0.48311506 0.64275016 0.37239068 0.70913473 0.4470665 0.49888816 0.57492467 0.66377928] [-0.38313368] [ 0.71857627 0.42020733 0.67838597 0.333585 0.48700069 0.39275364 0.46796115 0.61492841 0.43755087 0.44148432] [-0.42214105] [ 0.47321929 0.44769749 0.65237088 0.44050646 0.41140891 0.41470396 0.50593864 0.49112692 0.47039888 0.46906524] [-0.74337586] [ 0.71031928 0.54157676 0.5742594 0.44226578 0.45288233 0.4221989 0.60775708 0.568603 0.46346416 0.59479524] [-1.45707796] [ 0.52848213 0.58374219 0.50569775 0.58178579 0.25106377 0.3884581 0.41746119 0.54745366 0.51771112 0.37228947] [-0.91222123] [ 0.58333589 0.42037018 0.46731643 0.49332452 0.46423873 0.43161732 0.39088157 0.37277784 0.39140419 0.53242155] [ 0.91742901] [ 0.64752406 0.64765081 0.52342754 0.46681014 0.33526814 0.27877366 0.59974205 0.71881877 0.62532571 0.35513297] [ 0.15192225] [ 0.45093352 0.64169691 0.45852853 0.58040139 0.26451891 0.55729907 0.48580811 0.62986169 0.52427295 0.55155464] [ 0.06742359] [ 0.24549136 0.71927963 0.2351219 0.53090207 0.36217207 0.75890915 0.36886116 0.49704413 0.4403674 0.56779895] [ 0.16198185] [ 0.56878878 0.50448217 0.57083781 0.38546551 0.54084925 0.63048613 0.54213906 0.56237837 0.40046037 0.47825002] [ 0.0233146] [ 0.34736128 0.66404857 0.52066477 0.66365338 0.46841436 0.70020169 0.3966021 0.48330035 0.58580163 0.63256995] [-0.1025327] [ 0.76713787 0.44939067 0.60260864 0.29972346 0.48699328 0.27486335 0.61806438 0.52640437 0.56222202 0.3546748 ] [ 0.08608229] [ 0.35531266 0.59191916 0.5443528 0.46046053 0.37456989 0.58072374 0.51820553 0.64828289 0.42572176 0.44249277] [-0.31797161] [ 0.48536035 0.80355005 0.33138796 0.68343685 0.34664082 0.64481499 0.35464667 0.42728591 0.61058542 0.68036298] [ 0.1658012] [ 0.20330698 0.68306203 0.46014509 0.58884975 0.41631026 0.65139055 0.34363808 0.40150326 0.52128008 0.62256238] [-0.12713548] [ 0.36036797 0.50302667 0.40087607 0.48132268 0.34311297 0.52575403 0.44576357 0.61835084 0.48076262 0.31353824] [-0.15451744] [ 0.24979015 0.52016127 0.50423645 0.63181186 0.34372569 0.711176 0.32740003 0.55057482 0.48540483 0.49882511] [-0.47853915] [ 0.67554612 0.65822965 0.5297889 0.36870613 0.45766214 0.52531996 0.48134058 0.60976494 0.58009607 0.48245785] [-0.71558092] [ 0.46883858 0.81514174 0.39238005 0.62322337 0.41183951 0.62214968 0.33375705 0.63482243 0.60596828 0.6502802 ] [ 0.06793718] [ 0.64995833 0.65190274 0.42980296 0.42834429 0.35022405 0.30832734 0.59966287 0.60534277 0.66868499 0.23842791] [-0.97160253] [ 0.67431892 0.64393514 0.48006782 0.48400039 0.28827619 0.3037678 0.45126579 0.57365615 0.55431122 0.51649241] [ 0.27591266] [ 0.57403466 0.81285752 0.48512293 0.56491655 0.35104343 0.5130092 0.52658908 0.64652192 0.60870957 0.65326894] [-0.30705425] [ 0.27034285 0.55343949 0.40551962 0.38243362 0.37627917 0.45231942 0.49968661 0.54795714 0.57338973 0.32231272] [-0.2787721] [ 0.36656016 0.50465408 0.60746593 0.47196502 0.49250631 0.54777574 0.5400595 0.41529648 0.48209313 0.50671643] [ 0.53134559] [ 0.61777323 0.41782203 0.61638406 0.28753851 0.42340445 0.49922427 0.56828208 0.56125619 0.3858838 0.39003016] [ 0.0875525] [ 0.26637892 0.7067004 0.37616804 0.66589684 0.50784229 0.70837032 0.35263835 0.46544908 0.5101087 0.61236405] [ 0.27058998] [ 0.22353281 0.34866964 0.65530619 0.53697643 0.45532182 0.75058467 0.36606729 0.37899158 0.35612593 0.5462581 ] [-0.18782169] [ 0.55826856 0.6961678 0.45759066 0.53091912 0.33778827 0.48591181 0.59435461 0.64177393 0.57058641 0.49906957] [-0.40139599] [ 0.72633793 0.5489605 0.62989375 0.31103744 0.42895648 0.42067037 0.56961863 0.55421811 0.46592287 0.49225586] [ 0.44284243] [ 0.23976261 0.44196651 0.5453578 0.58789659 0.33989239 0.62857094 0.37276198 0.54987093 0.44096918 0.35363653] [-0.19305411] [ 0.23956774 0.64397532 0.45580959 0.55686457 0.47044807 0.64172587 0.46517697 0.37851856 0.57589284 0.50921152] [ 0.12585271] [ 0.40586566 0.61054734 0.41709095 0.39538498 0.37107977 0.5406848 0.42618347 0.61113904 0.48826845 0.37699453] [-0.55295159] [ 0.60147406 0.52767934 0.45092056 0.59015915 0.41549006 0.44541615 0.50701714 0.5724358 0.46058964 0.58525851] [-0.45510741] [ 0.55611536 0.59514463 0.4980286 0.29161762 0.43803024 0.56679649 0.54985529 0.55870749 0.43192876 0.46810256] [-0.2660243] [ 0.32596379 0.78890863 0.36586671 0.62990286 0.3503029 0.5854318 0.37235079 0.45587796 0.64208677 0.73512019] [-0.04220786] [ 0.2591123 0.70527943 0.40897928 0.66740899 0.37652002 0.68106353 0.3898344 0.5462494 0.4556009 0.66181097] [-0.29529777] [ 0.35840669 0.73091869 0.39584745 0.66244776 0.31868448 0.54182483 0.37498466 0.39026117 0.44559522 0.62295152] [ 0.37330485] [ 0.24293701 0.38763284 0.66557689 0.50875433 0.50938051 0.7175223 0.35011243 0.3186506 0.29696893 0.6548819 ] [ 0.50852009] [ 0.58367097 0.59845854 0.53351027 0.50673515 0.36740922 0.47675301 0.40632507 0.43441846 0.58702252 0.50561142] [ 0.37346606] [ 0.4789999 0.54240276 0.47066657 0.47657747 0.36562231 0.45734788 0.45109048 0.53656666 0.46945457 0.44517622] [ 0.47348314] [ 0.24925985 0.67906203 0.47880529 0.61891663 0.35521966 0.45926594 0.36477332 0.53983472 0.49444285 0.524612 ] [ 0.12478784] [ 0.30312912 0.53248559 0.50885337 0.38070679 0.44685453 0.71641737 0.35250813 0.35523746 0.34317002 0.60182044] [-0.2894056] [ 0.57302235 0.562445 0.46338541 0.47275786 0.35013638 0.55705273 0.41525547 0.6277141 0.6774993 0.41813596] [-0.28030725] [ 0.64228107 0.58374717 0.52217645 0.49778461 0.36276902 0.36260048 0.42778001 0.65437863 0.5658236 0.55972285] [-1.61111543] [ 0.43873675 0.58101651 0.50771137 0.28489319 0.28766715 0.40975741 0.42948793 0.59300113 0.54235735 0.36177337] [-0.1169612] [ 0.54863215 0.16496182 0.7651334 0.2666842 0.56389854 0.37352976 0.47073325 0.42370115 0.27558359 0.3370477 ] [-2.07327895] [ 0.73133053 0.63842635 0.47900288 0.47414835 0.22680127 0.23474444 0.55829079 0.64097191 0.69582765 0.26231309] [-0.18130646] [ 0.78377905 0.47904482 0.60831338 0.23921223 0.4039955 0.5035707 0.57510617 0.61777173 0.42128295 0.40980977] [-0.60198683] [ 0.65800432 0.33508086 0.73435871 0.32677166 0.58168703 0.3225328 0.50814644 0.53086191 0.3815243 0.45734874] [ 0.12538242] [ 0.28080721 0.45646154 0.50247174 0.56976924 0.36949097 0.63579417 0.34910101 0.45628457 0.45349428 0.47300918] [-0.83725182] [ 0.54265781 0.79476837 0.42533315 0.65884039 0.43380011 0.55530793 0.50217105 0.45223932 0.58533588 0.56687349] [-0.57253602] [ 0.40373236 0.72411431 0.51792457 0.57211369 0.40191353 0.57670192 0.41027379 0.54881017 0.66331812 0.55405629] [-0.20894127] [ 0.60329126 0.74819609 0.42202235 0.46408309 0.23377542 0.34938213 0.56152305 0.6967262 0.66820445 0.40752962] [-0.75141486] [ 0.38780312 0.81978428 0.32038025 0.64249684 0.28458252 0.48413063 0.40468703 0.48141372 0.53374989 0.5931119 ] [-0.3376401] [ 0.33036396 0.5175733 0.54796029 0.56471287 0.44053152 0.61855627 0.39051672 0.39335311 0.47429648 0.46847534] [ 0.86310627] [ 0.73937005 0.47159979 0.59001045 0.22694089 0.28608234 0.22557665 0.56204029 0.72001656 0.5944086 0.25563912] [-0.49203881] [ 0.64330132 0.53162904 0.58939317 0.50610974 0.36681554 0.36689754 0.53511369 0.6432151 0.585162 0.28434201] [-0.48679484] [ 0.29071845 0.56156322 0.48867814 0.4767436 0.43396665 0.60824066 0.46628567 0.36647036 0.57561188 0.48932241] [-0.54562121] [ 0.54378693 0.58302561 0.46724249 0.51866333 0.32493051 0.45993974 0.43511031 0.35846275 0.5266735 0.43348309] [-0.5393021] [ 0.31284841 0.60362971 0.39813752 0.61662875 0.29919793 0.58191815 0.43334839 0.37347888 0.63339146 0.47417359] [-0.24836224] [ 0.60695785 0.67811331 0.45960064 0.62747111 0.21604013 0.36115326 0.45249677 0.49316488 0.63101012 0.41330011] [ 0.09972736] [ 0.56711869 0.49671995 0.54000645 0.31484367 0.49547556 0.41988463 0.55033836 0.43045366 0.5107178 0.39978696] [-0.82435508] [ 0.60998968 0.52056908 0.5757846 0.29837531 0.48258651 0.34687107 0.46050199 0.54027785 0.42525277 0.59971509] [-0.55866718] [ 0.44570812 0.5702685 0.44966743 0.50133874 0.32992525 0.41697157 0.53431538 0.66570529 0.50442128 0.25053927] [-0.82331323] [ 0.72760415 0.64911386 0.48119474 0.46995797 0.26717307 0.51977355 0.47277374 0.5016737 0.64985778 0.52781058] [ 0.36030053] [ 0.26936871 0.64293692 0.46706307 0.52177181 0.37195162 0.55604365 0.38924706 0.57750962 0.59427233 0.43961893] [ 0.61677491] [ 0.76529836 0.45237985 0.61042413 0.20100081 0.34172352 0.34216549 0.52394915 0.69862752 0.53321424 0.36199368] [ 0.03030988] [ 0.43750119 0.7164494 0.49924492 0.63396153 0.44711339 0.66842164 0.39175848 0.53678723 0.5618912 0.63238026] [ 0.03395883] [ 0.36231247 0.62112488 0.48929592 0.60260045 0.38362003 0.56229925 0.3709052 0.48362029 0.43700804 0.63695826] [-0.20541512] [ 0.24956417 0.50723249 0.56741576 0.52169071 0.45939081 0.62464132 0.42118458 0.36656375 0.39332715 0.5125993 ] [-1.19469199] [ 0.27749061 0.59378961 0.44725701 0.4556211 0.33365793 0.46993953 0.39751127 0.52721459 0.53217576 0.35971883] [-1.04541526] [ 0.76376516 0.5804955 0.50870474 0.4781959 0.27473766 0.43530571 0.48819624 0.53666764 0.54218011 0.54242811] [-0.28547386] [ 0.49839325 0.60227508 0.58209927 0.44572282 0.4128571 0.54461132 0.52982777 0.60642773 0.53614769 0.47320863] [-0.182256] [ 0.55330014 0.58139367 0.54452155 0.55404205 0.3280433 0.51500083 0.45250024 0.41303221 0.50972746 0.41520426] [-0.15854702] [ 0.44017877 0.60393917 0.40624928 0.52964486 0.33475598 0.48345298 0.46623493 0.56786327 0.50323332 0.42965908] [-0.86654237] [ 0.46783506 0.7814225 0.34139545 0.66259125 0.3737296 0.4401545 0.39065892 0.42348939 0.56863999 0.53633958] [-0.37343702] [ 0.74796716 0.69985194 0.53243653 0.23141078 0.37860191 0.39790798 0.60690075 0.52386054 0.69784339 0.52263899] Progress: 54.0% ... Training loss: 0.381 ... Validation loss: 0.566[ 0.01701347] [ 0.70521403 0.52761955 0.59571352 0.29158564 0.33275507 0.41176313 0.59453036 0.49422317 0.58362347 0.44042346] [ 0.46369714] [ 0.17869397 0.71640275 0.38761451 0.67279564 0.37317934 0.69198233 0.35346031 0.51922189 0.47665034 0.58042744] [ 0.07610395] [ 0.18708097 0.50488564 0.51744687 0.59264196 0.36776333 0.60402967 0.4113898 0.48608277 0.48447719 0.33581098] [ 0.48184197] [ 0.23383807 0.61961664 0.39455189 0.35990294 0.44043683 0.58024133 0.3936674 0.46355211 0.45920861 0.54016121] [ 0.21699032] [ 0.52707251 0.46044757 0.54092485 0.3668367 0.43591553 0.47534105 0.47396878 0.51442252 0.59035166 0.48215995] [-0.33941525] [ 0.63329834 0.57195585 0.48148251 0.36958375 0.36536715 0.39626882 0.55700159 0.69011285 0.49030593 0.38326793] [-0.4015646] [ 0.63006216 0.50621287 0.6252291 0.37543127 0.40421775 0.33322961 0.43383787 0.46635678 0.55557599 0.39004035] [ 0.12482635] [ 0.55814568 0.5483285 0.48044212 0.37820278 0.34700754 0.37524943 0.50717125 0.48574657 0.55000228 0.40741294] [ 0.68549366] [ 0.35745007 0.52964461 0.53213095 0.40995937 0.42233378 0.51692157 0.44110558 0.51367363 0.47239213 0.38587684] [ 0.19667905] [ 0.34043748 0.55677719 0.39311566 0.3918655 0.45082474 0.37235986 0.40835783 0.47164974 0.52354287 0.39723013] [ 0.50376344] [ 0.62214406 0.59992404 0.50654569 0.34264693 0.39219911 0.35071676 0.47119005 0.5024814 0.59657654 0.45194014] [ 1.05644692] [ 0.7672951 0.38490102 0.65303458 0.3061506 0.44795404 0.45659407 0.53325145 0.494991 0.46273146 0.3768686 ] [ 0.58878036] [ 0.19588776 0.39818777 0.47429385 0.68059256 0.55039032 0.57002745 0.47404757 0.42776582 0.34433076 0.68350268] [-0.23623597] [ 0.46802381 0.55545309 0.50976541 0.58048037 0.35386977 0.61515686 0.4681319 0.40006705 0.54189532 0.50845382] [-0.02219988] [ 0.24330662 0.52112232 0.54704083 0.42970223 0.44093492 0.65399623 0.35346638 0.41315217 0.35549844 0.44590672] [ 1.12320028] [ 0.37562212 0.59446879 0.51874884 0.41210389 0.44487632 0.60238136 0.37803191 0.6273622 0.51493988 0.52462765] [-0.14161576] [ 0.40768783 0.38543942 0.60763951 0.39877928 0.50642615 0.58420327 0.50632623 0.60035915 0.45255777 0.4602371 ] [-0.1563734] [ 0.37139967 0.30729066 0.66100822 0.33210825 0.53463274 0.59009059 0.48973405 0.45486061 0.39259014 0.39655752] [ 0.36495043] [ 0.26685151 0.46664759 0.63269335 0.51888797 0.51677535 0.66068006 0.42954209 0.36565011 0.43100432 0.58458452] [-0.63457887] [ 0.67090321 0.42875473 0.60435135 0.33802796 0.48554338 0.59776962 0.53578358 0.48939789 0.37350799 0.50765557] [ 0.26456158] [ 0.33632302 0.63801364 0.367804 0.74743282 0.34918433 0.55521697 0.39541983 0.35582364 0.56908981 0.56878294] [ 1.44631179] [ 0.67175614 0.62790868 0.49089991 0.37547922 0.3011383 0.33880856 0.51105962 0.60668473 0.61915776 0.38534086] [ 0.56135248] [ 0.53764295 0.65714208 0.45213871 0.40090349 0.34679632 0.41707778 0.46477294 0.54036828 0.63291304 0.48093045] [ 1.61983349] [ 0.68182429 0.50040346 0.55882464 0.3331973 0.39318064 0.37367951 0.44909069 0.50321534 0.57003681 0.39728224] [ 0.18172524] [ 0.70737767 0.33431968 0.53507977 0.36859809 0.35159304 0.51863851 0.4451216 0.40624345 0.35231599 0.40061001] [-0.69706359] [ 0.50994664 0.39668495 0.68816256 0.33272623 0.40998929 0.43707104 0.46194922 0.62768727 0.45689962 0.38827914] [ 0.36073537] [ 0.72225084 0.58721479 0.54584389 0.34274631 0.35673436 0.3518651 0.58805614 0.70303148 0.5406003 0.49435781] [ 0.36543977] [ 0.31598205 0.30454642 0.69732228 0.36915724 0.55513997 0.67922542 0.38680035 0.28505376 0.29685397 0.5417183 ] [ 0.78636737] [ 0.54782603 0.52476204 0.49626948 0.4846786 0.37985884 0.41661533 0.41673891 0.54617942 0.6043546 0.38146648] [-0.66169376] [ 0.43717951 0.50973175 0.43390385 0.47430612 0.47689302 0.50679978 0.44204176 0.54433485 0.41545189 0.40707449] [-0.02804137] [ 0.45486781 0.34252466 0.50415407 0.52203721 0.5006559 0.62121522 0.53726493 0.65800045 0.35585171 0.34757158] [ 0.03576561] [ 0.41090321 0.78909569 0.43708296 0.64664865 0.32995221 0.64120007 0.38356105 0.62330693 0.654172 0.59166251] [ 0.7265219] [ 0.39792863 0.67265818 0.47794804 0.60042026 0.35192529 0.47267043 0.43775093 0.66085484 0.59353014 0.39862853] [-0.34702589] [ 0.59681034 0.71812451 0.4861966 0.5861408 0.40197692 0.62101332 0.42145197 0.57280218 0.57565248 0.57032064] [ 0.58610037] [ 0.30958265 0.47885594 0.38050117 0.57346415 0.35988948 0.64606418 0.39935443 0.66069598 0.43908238 0.32803492] [ 0.54328477] [ 0.52281816 0.59497062 0.47394138 0.40468342 0.33871286 0.39074755 0.59224896 0.67624053 0.5999727 0.28009556] [-0.00650374] [ 0.39372311 0.50720545 0.41312178 0.50418545 0.44716715 0.64702333 0.46825294 0.7627578 0.54178612 0.33800393] [-0.06452691] [ 0.35426531 0.25951735 0.54278117 0.42415608 0.49963377 0.51376304 0.47102803 0.38723089 0.33130284 0.52835892] [ 0.55374544] [ 0.30098286 0.77015291 0.44382298 0.74180735 0.4038943 0.75863803 0.34104948 0.51384218 0.54540681 0.68108226] [ 0.65176198] [ 0.34839912 0.63970807 0.47930573 0.68698936 0.48664477 0.67325299 0.36903431 0.43090617 0.49122719 0.58254776] [-0.75490936] [ 0.47516808 0.71091131 0.4737863 0.54512127 0.28590631 0.45880645 0.46443043 0.58183739 0.61507853 0.47423175] [ 0.46420463] [ 0.44536459 0.62795006 0.4633838 0.51668075 0.39323893 0.67336882 0.4273776 0.68628311 0.5907086 0.54154621] [ 0.42841847] [ 0.27021715 0.63244071 0.53345374 0.50882654 0.40226251 0.62424021 0.41015254 0.49239929 0.45407915 0.56142228] [ 0.18936516] [ 0.29582299 0.50929767 0.39045621 0.56681632 0.53875542 0.76109713 0.37471114 0.5900436 0.2958676 0.49666262] [ 0.0611528] [ 0.33261578 0.54170715 0.50059018 0.49807647 0.43333713 0.63677354 0.36739688 0.49661913 0.47222852 0.52638546] [ 0.06188977] [ 0.57445292 0.78295925 0.31340781 0.56960138 0.23825186 0.49145292 0.43982801 0.55295819 0.60898946 0.46794393] [ 0.19666004] [ 0.22725905 0.50560204 0.50975506 0.48296262 0.5235184 0.68440124 0.39288163 0.411304 0.41874203 0.49364595] [ 0.17955252] [ 0.5757698 0.63032653 0.53719203 0.54589126 0.35192578 0.61205824 0.47430138 0.37675658 0.51317968 0.54646515] [ 0.3035815] [ 0.36020276 0.59006577 0.54613595 0.52753984 0.3930688 0.6694564 0.39571628 0.54110214 0.48992884 0.53979152] [-0.07410601] [ 0.55004642 0.73305593 0.42606418 0.51086709 0.24359732 0.53941423 0.47366072 0.59513994 0.66846188 0.55053052] [ 1.86995206] [ 0.84929093 0.41972371 0.68337981 0.16287301 0.38526827 0.25333205 0.65897983 0.59656676 0.60627725 0.2776643 ] [ 0.52713235] [ 0.49502358 0.62885728 0.48593418 0.57564953 0.30414233 0.49331622 0.5089463 0.4570923 0.56173836 0.5543811 ] [-0.11569277] [ 0.58114842 0.47155353 0.57853562 0.43737264 0.54138499 0.57041717 0.45159286 0.60623389 0.44921035 0.502285 ] [ 0.01561907] [ 0.7227666 0.65799226 0.48758589 0.38215039 0.26532645 0.57860755 0.47073147 0.50271265 0.54272684 0.5558269 ] [ 0.60604393] [ 0.1539472 0.27294739 0.69264619 0.33978064 0.62171109 0.72744877 0.4453071 0.23544137 0.37367666 0.51989856] [-0.25454471] [ 0.56240957 0.57768542 0.51207587 0.4649038 0.4413235 0.58768621 0.42950298 0.40950475 0.49475303 0.57673588] [ 0.06247469] [ 0.29623305 0.61754544 0.42661826 0.71060655 0.27079904 0.60145849 0.51561627 0.68531788 0.51761781 0.47141492] [-0.26653066] [ 0.31358664 0.49652323 0.59499478 0.40670157 0.42155423 0.60911771 0.42611251 0.4354515 0.50573609 0.48261399] [ 0.66381662] [ 0.63158977 0.71302956 0.55145578 0.58471391 0.44108624 0.5331498 0.47977781 0.60519489 0.56688949 0.51116817] [-0.04616799] [ 0.35468909 0.60366366 0.44626638 0.61887253 0.35383284 0.4836495 0.35607702 0.35410419 0.36927329 0.51777755] [ 0.10588742] [ 0.5674992 0.74336166 0.54051333 0.51054554 0.39297481 0.48578177 0.47690333 0.58708862 0.65405758 0.50065869] [ 0.07697649] [ 0.67480352 0.43844999 0.630572 0.42542838 0.41880832 0.37865236 0.58833139 0.71556313 0.53259992 0.30805466] [-0.35908266] [ 0.4196377 0.46911967 0.54503426 0.46357487 0.48663263 0.53103963 0.57948791 0.43835601 0.4277517 0.48571541] [ 0.89808064] [ 0.3861357 0.68557938 0.39585003 0.72407535 0.23087567 0.60929188 0.30682044 0.39203915 0.55523986 0.53479643] [ 0.30895227] [ 0.19335439 0.50437635 0.43668118 0.60992712 0.48362032 0.71446972 0.41092588 0.53125164 0.40418693 0.44301774] [-1.01963782] [ 0.46136825 0.48985264 0.5583781 0.23558598 0.35719424 0.36938223 0.44051466 0.6051855 0.48585774 0.28528161] [-0.34123467] [ 0.44507471 0.14184855 0.77953557 0.21333134 0.50140549 0.44767559 0.51976853 0.52570844 0.30281731 0.29111744] [ 0.39100099] [ 0.27397627 0.66034406 0.34195887 0.52208009 0.43292015 0.7215145 0.44445351 0.51018686 0.37866263 0.48874782] [ 0.19335185] [ 0.4908178 0.7663724 0.42552641 0.65843166 0.48659979 0.74300765 0.42694159 0.49583946 0.56221873 0.70255285] [-0.13765057] [ 0.64421754 0.33479039 0.73003285 0.3343288 0.59152887 0.34393576 0.49870543 0.5083179 0.37118484 0.4769701 ] [-0.09427462] [ 0.44029447 0.60791864 0.38449056 0.54129779 0.31974677 0.51528332 0.50495064 0.68485555 0.51935478 0.37831044] [ 0.35199188] [ 0.39619469 0.72123631 0.46525665 0.44516973 0.36324141 0.56897097 0.52558431 0.68041149 0.53166683 0.53714771] [ 0.35019994] [ 0.27969104 0.72562873 0.35023204 0.68997727 0.38463981 0.74910147 0.3481054 0.52708117 0.51444965 0.60591114] [ 0.35517039] [ 0.41149658 0.66217672 0.48443325 0.59288348 0.48845206 0.63882376 0.4867012 0.64103403 0.47097499 0.5116471 ] [ 0.43658711] [ 0.33465906 0.74767748 0.33858991 0.6260761 0.34624712 0.6211247 0.34580756 0.51635103 0.56561662 0.66612551] [ 0.60312277] [ 0.41907017 0.67195677 0.40986143 0.6328989 0.33668358 0.51592255 0.41542298 0.55931893 0.60203833 0.40368468] [ 0.29924476] [ 0.29983551 0.57758688 0.51137633 0.52919625 0.35856907 0.67158759 0.38687017 0.41714 0.38952667 0.61417511] [-0.28226869] [ 0.37516514 0.50819125 0.43776081 0.5011503 0.40579901 0.60609335 0.38606462 0.42366479 0.5407561 0.48490181] [-0.06236014] [ 0.49523344 0.2739956 0.61389822 0.2836211 0.5693105 0.59518145 0.48475421 0.47895805 0.38360566 0.34098657] [-0.23037867] [ 0.42305443 0.38135859 0.69845813 0.35516327 0.53882854 0.65632734 0.45529315 0.45814907 0.37663784 0.54899628] [ 0.5081426] [ 0.26922624 0.74527053 0.35847445 0.6051083 0.41445486 0.57318831 0.45133875 0.57104547 0.56024484 0.58855756] [-0.03925623] [ 0.48573545 0.54534198 0.59475927 0.46796085 0.38402461 0.5783673 0.44526623 0.45330892 0.61410572 0.40520012] [ 0.03411448] [ 0.44113227 0.57951489 0.52225544 0.50948699 0.41031487 0.4013816 0.40448188 0.49882756 0.48458851 0.56746476] [ 0.52382774] [ 0.33317701 0.52694183 0.51572375 0.51424339 0.4387611 0.74135344 0.33869537 0.52151932 0.47527735 0.55522521] [ 1.25528266] [ 0.65463515 0.30451669 0.67476222 0.36226128 0.49747615 0.5825946 0.4898403 0.44529534 0.3779119 0.4557012 ] [-0.4285054] [ 0.58649986 0.68424842 0.38049617 0.60802846 0.31947575 0.44135829 0.529769 0.63367006 0.60429075 0.42309044] [ 0.34136462] [ 0.34059254 0.37828718 0.67715649 0.40047525 0.50029008 0.59864552 0.48488728 0.39767406 0.49649774 0.45362212] [ 0.17437873] [ 0.33165249 0.76042203 0.3516362 0.6725766 0.42594965 0.62857418 0.28584671 0.56281239 0.56057241 0.73519534] [ 0.13002028] [ 0.47189759 0.63371286 0.40878353 0.44709291 0.36616533 0.72131026 0.45129287 0.61819573 0.4315313 0.52431057] [ 0.57145832] [ 0.36373212 0.57579841 0.59911977 0.54309717 0.62387794 0.75229878 0.43623969 0.42013247 0.44983401 0.65371926] [ 0.12224165] [ 0.59526592 0.37363815 0.56320536 0.48540589 0.40195584 0.39565619 0.56560211 0.4385984 0.44310095 0.37913337] [-0.22044679] [ 0.44979095 0.78351039 0.45309697 0.51276278 0.47323553 0.59589378 0.52200151 0.44018129 0.54648006 0.62778137] [-0.23935389] [ 0.46628751 0.61125873 0.59021864 0.41584523 0.4200271 0.63294165 0.51296896 0.43203453 0.51642557 0.60241548] [-0.16803447] [ 0.3453994 0.6039517 0.45644273 0.6313227 0.39956306 0.59414562 0.43928397 0.51387019 0.51983805 0.43968901] [-0.34813502] [ 0.67189703 0.54467444 0.61187445 0.39806927 0.46810048 0.41243159 0.49380774 0.46278032 0.58717101 0.47855232] [ 0.26879997] [ 0.5253308 0.57940261 0.43279383 0.51952691 0.46383127 0.5145835 0.43351159 0.52072781 0.51507243 0.40227527] [ 1.03561638] [ 0.27958919 0.47716709 0.511618 0.46370805 0.39674692 0.49724341 0.4227891 0.41050132 0.45828919 0.36306308] [ 0.93516168] [ 0.60079797 0.61025565 0.48873528 0.51748938 0.37353365 0.36207661 0.4827555 0.49504871 0.57819758 0.41911266] [ 0.70124975] [ 0.3408519 0.76358962 0.41171602 0.73531947 0.48071483 0.73160766 0.27768108 0.49684966 0.51007093 0.70732169] [ 0.44293474] [ 0.71459231 0.63727324 0.61247858 0.39761061 0.3154321 0.45010894 0.64751912 0.75151615 0.61777994 0.41678982] [ 0.98280356] [ 0.25816203 0.57263747 0.45770987 0.57760729 0.40568773 0.59460418 0.27087896 0.46217367 0.48423208 0.42429958] [ 0.33873035] [ 0.2843595 0.5730808 0.61555845 0.44766451 0.52908923 0.61172524 0.36835748 0.38883837 0.49632979 0.6399842 ] [ 0.76679767] [ 0.24652677 0.68434272 0.4338118 0.57415412 0.51809249 0.75308276 0.32251386 0.42103563 0.44530666 0.73366177] [ 0.60561008] [ 0.25842016 0.73196986 0.43100084 0.64561897 0.46015354 0.68717354 0.38603294 0.62485771 0.46852337 0.58153546] [ 0.09439776] [ 0.41647607 0.47847449 0.45009034 0.41993998 0.46416858 0.53422131 0.42037532 0.43694394 0.54113779 0.33425394] [ 0.52301115] [ 0.53903038 0.72995128 0.47668311 0.60062312 0.32673038 0.60677185 0.54501046 0.65734468 0.62707238 0.53704053] [-0.32567599] [ 0.48251474 0.25582834 0.69546747 0.26240115 0.47428339 0.58844717 0.43440227 0.35565305 0.30044642 0.36021016] [ 0.56349241] [ 0.28237534 0.44052152 0.65550975 0.32446902 0.66568344 0.7583494 0.44520222 0.35517862 0.40343056 0.66986724] [ 0.17845666] [ 0.30762881 0.34610498 0.60365784 0.36221837 0.52635388 0.60594128 0.46383874 0.36905121 0.47545931 0.44172685] [ 0.27503095] [ 0.47372011 0.47986474 0.60962604 0.3756996 0.42962431 0.35595505 0.4962876 0.49983962 0.50297405 0.42915616] [ 0.24794033] [ 0.38272688 0.37022296 0.68824651 0.39421556 0.43330197 0.6436579 0.40272893 0.35687316 0.38476431 0.45111439] [ 0.53101009] [ 0.43330272 0.70463038 0.53410965 0.67054342 0.46456635 0.64436692 0.4016344 0.53902379 0.48402988 0.67836745] [-0.46269477] [ 0.60500863 0.64569383 0.4672969 0.41538781 0.55432205 0.5352385 0.45716308 0.50661717 0.41534993 0.68294837] [-0.01395987] [ 0.41232153 0.63635963 0.5656313 0.49610832 0.41737487 0.52528186 0.50336833 0.58687199 0.5629545 0.47166279] [-0.4338105] [ 0.70004857 0.51645211 0.57634759 0.3496054 0.39751362 0.54075895 0.42723936 0.59782767 0.57873436 0.55757878] [ 0.03006083] [ 0.49604062 0.73186735 0.40208109 0.65055365 0.32992492 0.56444284 0.38591827 0.29518095 0.49155381 0.65086663] [-0.20149682] [ 0.80664793 0.55121973 0.67737437 0.26824288 0.3930144 0.36073809 0.64456162 0.57422591 0.59879992 0.34732314] [ 0.44762339] [ 0.40482413 0.63244869 0.52101945 0.32013032 0.49905978 0.56659659 0.43695444 0.65310975 0.54942893 0.54594269] [ 0.13047679] [ 0.35313828 0.61078006 0.48510146 0.47682464 0.54631197 0.66785017 0.38053845 0.52984161 0.51604875 0.60949429] [ 0.11389879] [ 0.2393561 0.35770248 0.55707906 0.60192554 0.36738665 0.69368288 0.40708688 0.43025503 0.44330551 0.4053616 ] [ 0.01856254] [ 0.35734566 0.55534156 0.54682979 0.42946317 0.50888077 0.58873908 0.36438738 0.45410467 0.46252626 0.65252964] [ 0.16686707] [ 0.37511738 0.26357178 0.68046948 0.34095337 0.66851526 0.64782485 0.4086453 0.37656775 0.32921754 0.54900744] [-0.01854142] [ 0.31275513 0.52395007 0.57680004 0.44441339 0.41756921 0.50565621 0.53445976 0.48935983 0.5059496 0.45678651] [ 0.39119817] [ 0.25921603 0.65195351 0.37038312 0.66929137 0.42809552 0.67979122 0.31551411 0.62744418 0.53686153 0.66611926] [ 0.90941395] [ 0.5394398 0.76846719 0.41273988 0.48736339 0.31648278 0.36749181 0.46673512 0.58477911 0.65862706 0.5952333 ] [ 0.09215381] [ 0.39874136 0.60513616 0.43344012 0.62174485 0.3146337 0.69011864 0.47011707 0.63682313 0.47398247 0.44441301] [ 0.37823472] [ 0.67783877 0.57162938 0.52381199 0.27002802 0.41656803 0.4316053 0.46173306 0.53128877 0.56504474 0.47969452] [-0.14136293] [ 0.49906053 0.70876522 0.40462651 0.71198839 0.48050577 0.66660046 0.43201692 0.54214546 0.55110727 0.50018752] Progress: 54.3% ... Training loss: 0.324 ... Validation loss: 0.503[ 0.24863011] [ 0.44562495 0.64099915 0.45621336 0.58294715 0.26587741 0.56435027 0.48230769 0.62337573 0.5208059 0.5567809 ] [ 0.3559636] [ 0.1686208 0.44709473 0.65809794 0.47029007 0.53971275 0.79498793 0.45551838 0.35431277 0.43210974 0.59526125] [ 0.60747748] [ 0.58218253 0.65813406 0.48520335 0.3843827 0.32496215 0.45686472 0.45610906 0.52686486 0.53557767 0.51435328] [-0.86987149] [ 0.35970064 0.58482839 0.37686429 0.63477538 0.33475844 0.64914783 0.48353824 0.65676314 0.4527502 0.38975967] [ 0.51665319] [ 0.21282903 0.71414714 0.42543188 0.68083436 0.51026034 0.79561953 0.32693704 0.47772836 0.4225419 0.67501984] [ 0.5583109] [ 0.43803729 0.54828116 0.55116865 0.49632368 0.35861725 0.52965677 0.40505225 0.6352688 0.49138783 0.45181306] [ 0.31800399] [ 0.67436921 0.64184036 0.59441776 0.43848225 0.38673893 0.39396238 0.55465643 0.65965036 0.62712232 0.4442742 ] [-0.13732678] [ 0.60131089 0.58032171 0.5632669 0.61301122 0.47515547 0.6037006 0.4165802 0.53512247 0.59520202 0.49384502] [ 0.47406501] [ 0.37573692 0.62448374 0.51574881 0.6429889 0.48031835 0.63554194 0.34597512 0.5015507 0.48987938 0.59282906] [-0.34912078] [ 0.680508 0.50355921 0.48465241 0.29153681 0.41381561 0.5901183 0.43561882 0.52074821 0.42334113 0.53432438] [ 0.43729066] [ 0.25533325 0.41075869 0.61302526 0.42487799 0.57241207 0.78048607 0.35014022 0.36903354 0.31355059 0.65400832] [ 0.36428076] [ 0.5881818 0.7308283 0.44704904 0.55533817 0.24322427 0.51434686 0.45547321 0.544864 0.5707742 0.54788399] [-0.1757943] [ 0.33506476 0.40522453 0.52341366 0.51446497 0.59093498 0.67789215 0.44817788 0.48787675 0.4619416 0.55811109] [-0.3356107] [ 0.47658485 0.25221951 0.70858138 0.296723 0.56315396 0.59374632 0.42444619 0.43902963 0.29367859 0.51735622] [-0.17445031] [ 0.52258983 0.48539834 0.47867012 0.44624666 0.48146937 0.59265138 0.47101403 0.47089563 0.3887065 0.42860246] [ 0.32843938] [ 0.22385114 0.51484088 0.36140659 0.68451589 0.46345279 0.6542931 0.4881898 0.52567421 0.46833841 0.66954568] [-0.15441908] [ 0.29023125 0.6706647 0.37140747 0.61503073 0.39277283 0.74865118 0.35908477 0.54941017 0.5561624 0.56683041] [-0.07404582] [ 0.39084309 0.74629111 0.41489058 0.61289818 0.51537378 0.79375681 0.43880536 0.54762479 0.5887879 0.66456596] [-0.03440228] [ 0.61689186 0.62093208 0.49924195 0.43814655 0.26592452 0.36324348 0.46477464 0.52608118 0.58032609 0.41938149] [-0.28633696] [ 0.31481394 0.65632181 0.41411214 0.61836854 0.42049362 0.75012795 0.49905679 0.55836518 0.53707998 0.5252739 ] [-0.45052548] [ 0.76152694 0.50905972 0.54884584 0.33197085 0.33507987 0.4489329 0.48696713 0.48678843 0.5626925 0.44833657] [-0.31684918] [ 0.4128121 0.29822527 0.7048109 0.36006143 0.48736969 0.62058892 0.44029295 0.43607675 0.33177987 0.52456335] [-1.10749295] [ 0.75167093 0.73862082 0.55977557 0.33782765 0.40855364 0.5321428 0.61141642 0.64806858 0.60214121 0.6157709 ] [-0.13412219] [ 0.41016643 0.58668012 0.42725629 0.49221216 0.56960997 0.65166446 0.45374374 0.45163717 0.42445923 0.62726168] [ 0.04458679] [ 0.41205544 0.67834544 0.40300026 0.67176869 0.27775578 0.58681663 0.34638661 0.41671321 0.55480571 0.59472997] [-0.2050385] [ 0.73033512 0.5366515 0.5557432 0.45350055 0.28990852 0.49161231 0.44369123 0.41510703 0.5865497 0.47821032] [ 0.44503574] [ 0.23924548 0.39262167 0.52953797 0.47963235 0.62566171 0.64583604 0.41567392 0.34388612 0.34603857 0.75957015] [-0.50610911] [ 0.50785824 0.38361478 0.66294202 0.29627423 0.4176025 0.46043174 0.48619693 0.46872882 0.49049671 0.33774285] [ 1.59023599] [ 0.65738098 0.37387178 0.6123875 0.4177623 0.48810029 0.3420045 0.63793531 0.56036325 0.55375239 0.20960521] [-0.02027057] [ 0.26671748 0.61870278 0.60515506 0.43470787 0.43602947 0.57013275 0.42502407 0.48058154 0.44566713 0.61055346] [-0.6170614] [ 0.4319858 0.5717429 0.55301348 0.6018326 0.50419986 0.63036839 0.43340576 0.51541568 0.4074556 0.42150083] [-0.24240886] [ 0.35775493 0.65595793 0.39679728 0.41037691 0.4343965 0.68239994 0.38772818 0.60602516 0.5443752 0.53157291] [-0.29568227] [ 0.4062857 0.40978233 0.56559732 0.40432768 0.46704197 0.50498006 0.61255005 0.53618839 0.42558445 0.37909708] [ 0.01142434] [ 0.32636151 0.65921384 0.45992874 0.56804021 0.44208895 0.63781776 0.33163849 0.63099947 0.63700337 0.5067379 ] [-0.85451553] [ 0.68659965 0.67639376 0.41761385 0.40283383 0.28875784 0.39381728 0.48482325 0.57161129 0.62597208 0.43929349] [-0.36045078] [ 0.55166901 0.63963516 0.50186023 0.46704013 0.38062102 0.53927428 0.5479096 0.64833647 0.62022088 0.424699 ] [ 0.50054832] [ 0.54853273 0.61319324 0.55634709 0.60095309 0.44909247 0.5621792 0.47703081 0.57908827 0.52606416 0.55808577] [-0.01978785] [ 0.63015766 0.6710658 0.44621534 0.62060913 0.24698043 0.49804667 0.49317828 0.5046925 0.60014093 0.55562144] [ 0.03986327] [ 0.22548729 0.59084123 0.50995102 0.6732233 0.37884693 0.62510833 0.33534994 0.33939901 0.41853094 0.51423031] [-0.24485595] [ 0.34164673 0.65743914 0.33479801 0.66436853 0.39801739 0.53888812 0.38222415 0.45131508 0.5846396 0.52825546] [-0.2662046] [ 0.3541165 0.37153338 0.67828987 0.33977622 0.43233177 0.51878443 0.54977355 0.54897258 0.49251094 0.34128823] [ 0.18756372] [ 0.3870428 0.58366645 0.45594253 0.61782999 0.42454812 0.51863008 0.40744067 0.63978274 0.64761949 0.50526865] [ 0.00180969] [ 0.25459506 0.58257066 0.46442611 0.38602215 0.56176337 0.65352153 0.41195943 0.43567043 0.51423335 0.63455468] [-0.24949458] [ 0.60521192 0.44324632 0.67690231 0.33578336 0.29184706 0.43790334 0.51911293 0.72060083 0.52142346 0.28360937] [-0.05635945] [ 0.46205534 0.67495826 0.51147077 0.55611643 0.51000363 0.58824126 0.41859652 0.55067283 0.54572462 0.60910863] [ 0.20228858] [ 0.57326942 0.69528494 0.50048034 0.47199178 0.3147513 0.35992753 0.46978544 0.60752795 0.69646984 0.43270631] [ 0.409543] [ 0.47554648 0.56048774 0.57199118 0.39277658 0.47546021 0.54608798 0.47500614 0.52709955 0.4087566 0.56226852] [ 0.92516205] [ 0.68620095 0.78072095 0.48920984 0.40855594 0.26907002 0.32077423 0.58379189 0.7034674 0.70238862 0.55805481] [-1.5380672] [ 0.36542471 0.42100169 0.48601272 0.32347155 0.45633594 0.33957791 0.50906532 0.56072243 0.50407022 0.21886168] [-0.47064405] [ 0.64735856 0.54180148 0.57412663 0.36593813 0.44652536 0.36070689 0.45016979 0.59226161 0.52062889 0.57735179] [-0.03138153] [ 0.62324651 0.51280157 0.58435749 0.37380511 0.50860827 0.50958229 0.48497288 0.52207425 0.47418235 0.45686316] [-0.35795393] [ 0.59834432 0.63872127 0.49379117 0.48874477 0.4210172 0.38927142 0.39221819 0.48701864 0.62075159 0.40960334] [-0.15666371] [ 0.44145876 0.7579706 0.4971893 0.634686 0.33532765 0.59894319 0.54143192 0.55988534 0.62343 0.59340569] [-0.94505787] [ 0.4705455 0.48492843 0.64574768 0.31330704 0.40350399 0.3767266 0.49900172 0.46372765 0.5290792 0.33142272] [-0.09886579] [ 0.28474719 0.42400256 0.61435743 0.3497899 0.62114072 0.76343558 0.47042861 0.49776511 0.45542214 0.55168855] [-0.371596] [ 0.52457986 0.55422467 0.4895284 0.42851159 0.41281675 0.53812465 0.45840343 0.44169227 0.49578433 0.41064132] [-0.40269192] [ 0.46388975 0.58564323 0.43369376 0.57422369 0.43613176 0.4847849 0.48883567 0.58919724 0.45983714 0.59755231] [-0.42244609] [ 0.56983221 0.51641497 0.54963628 0.36485365 0.43690606 0.61541346 0.46849997 0.59542794 0.5113673 0.43279383] [-0.69254022] [ 0.77606761 0.4390987 0.57567221 0.40439164 0.32201965 0.57460169 0.45172138 0.49001939 0.53776079 0.48968154] [-0.6679825] [ 0.46370923 0.78307818 0.45774581 0.50432128 0.46351295 0.57443262 0.52967788 0.45911366 0.55565252 0.61011171] [ 0.86488967] [ 0.68008821 0.8142734 0.48336751 0.4655285 0.29013278 0.38412856 0.52268921 0.73032473 0.75064265 0.44176027] [-0.07964685] [ 0.71426612 0.68778305 0.51395903 0.2958622 0.28377161 0.48586018 0.55857602 0.47604395 0.58530382 0.53704793] [-0.63659721] [ 0.58059916 0.57535404 0.61659687 0.56013464 0.3539175 0.42126553 0.44997585 0.70171414 0.53102773 0.37340136] [-0.17134434] [ 0.56668821 0.76438002 0.51209214 0.52136354 0.41215633 0.51070186 0.61167537 0.58231821 0.61351244 0.68567998] [-0.10970844] [ 0.40044953 0.44825335 0.53646066 0.38443154 0.48768838 0.45619362 0.45020465 0.4805189 0.5714807 0.41791893] [ 0.84270224] [ 0.47265701 0.71337698 0.43583517 0.57983921 0.19841537 0.40616354 0.46346944 0.68751708 0.57013047 0.40272437] [ 0.16544087] [ 0.31295962 0.55645566 0.57271755 0.50194984 0.38765928 0.52247594 0.45553502 0.47443694 0.6223248 0.39369251] [-0.61996896] [ 0.47908038 0.587809 0.41048409 0.6630484 0.30931558 0.47907375 0.37008649 0.35407166 0.48381901 0.53772051] [ 0.33846893] [ 0.70784289 0.66722313 0.51029559 0.35047577 0.40969183 0.45724264 0.65711726 0.6723425 0.68565937 0.38611772] [ 0.19558276] [ 0.49923355 0.55940511 0.44982987 0.44042046 0.37344392 0.36433475 0.53700846 0.51310343 0.54924049 0.40646651] [-0.57295312] [ 0.36685294 0.6312969 0.40549947 0.52890222 0.31436241 0.61343175 0.49632126 0.58334617 0.47400588 0.432582 ] [-0.16766779] [ 0.39089483 0.32046518 0.6611929 0.2968903 0.61704335 0.64664863 0.40232663 0.54253757 0.43683861 0.444164 ] [-0.49032524] [ 0.42669364 0.42883755 0.46619111 0.46195171 0.39894073 0.46595932 0.52061194 0.6043014 0.45493189 0.32044984] [ 0.53606312] [ 0.69426787 0.68880023 0.5226122 0.42120843 0.40535234 0.4616526 0.57344018 0.52394526 0.6174634 0.53786898] [-0.04015658] [ 0.3813774 0.66611272 0.4319872 0.69886059 0.59347728 0.60387797 0.41815066 0.35260666 0.47475415 0.58037403] [-0.02839818] [ 0.27251733 0.37137384 0.72360539 0.38312238 0.53395601 0.66002245 0.44452427 0.34165261 0.35565776 0.40728944] [ 0.04557203] [ 0.35710259 0.64835959 0.41259359 0.55592823 0.46394197 0.6345578 0.33808507 0.3987756 0.40274491 0.66362245] [-0.50979439] [ 0.51597204 0.37966616 0.66322215 0.25841584 0.55037826 0.56794791 0.54212293 0.42768368 0.41021298 0.53788923] [-0.44609455] [ 0.80172611 0.5344043 0.53117385 0.48699776 0.24068396 0.22794362 0.60543481 0.65720921 0.62331692 0.35655106] [-0.13153962] [ 0.31031513 0.43073718 0.62093646 0.62040757 0.40275596 0.6927572 0.36117446 0.36710198 0.40166965 0.44550071] [-0.49675139] [ 0.57536695 0.54044412 0.4581814 0.46950805 0.3196262 0.42487338 0.48912567 0.5400484 0.48300874 0.50089803] [-0.02436109] [ 0.68506915 0.63333971 0.54277878 0.50084338 0.45240867 0.36775779 0.47470712 0.57176999 0.64556804 0.34574191] [-0.74804452] [ 0.54606162 0.69857344 0.36615901 0.50108572 0.20647185 0.41241754 0.48363919 0.58206256 0.57755729 0.39143041] [-0.18256098] [ 0.38755072 0.40951109 0.63915498 0.33111942 0.51973388 0.63365347 0.42921917 0.38558817 0.44534303 0.5260039 ] [-0.36178861] [ 0.69499824 0.6977307 0.47692708 0.34260494 0.33314484 0.36651988 0.49330627 0.51647491 0.59440192 0.41191601] [-0.06187664] [ 0.40298571 0.62406528 0.41672867 0.57522878 0.41413984 0.49853392 0.35797783 0.49525629 0.48136039 0.67081255] [-0.62705062] [ 0.36377802 0.65935502 0.40589234 0.54255194 0.40697003 0.53707388 0.44597089 0.54552967 0.50759241 0.49517123] [-0.77323061] [ 0.53560675 0.64392479 0.44171682 0.49247908 0.41375743 0.59181046 0.50424073 0.46571249 0.48333855 0.51420879] [ 0.18442583] [ 0.37118785 0.57537859 0.60203453 0.5374221 0.61768908 0.74206781 0.44116304 0.43216322 0.45586894 0.64255732] [-0.27674331] [ 0.38960793 0.45353206 0.64789172 0.48545155 0.39053247 0.62997449 0.40774165 0.40703707 0.41863686 0.46159089] [ 0.10985913] [ 0.75842487 0.51218623 0.51842055 0.53047944 0.39610987 0.31380252 0.64523879 0.62848621 0.50342922 0.60678038] [-0.09495124] [ 0.485442 0.45410307 0.5978975 0.45830561 0.50806458 0.48508854 0.56299183 0.49927796 0.51603577 0.34907132] [-0.50533457] [ 0.53764823 0.55038933 0.58443999 0.31036258 0.49104617 0.59867689 0.42093779 0.58191972 0.50250204 0.6340422 ] [-0.24190655] [ 0.45515255 0.50892179 0.59886302 0.41641107 0.51857953 0.62940541 0.38067383 0.50314951 0.52173097 0.5800044 ] [-0.14429053] [ 0.35118039 0.73910645 0.4293813 0.58236429 0.34301314 0.66617932 0.45757783 0.58173703 0.53814263 0.56846741] [-0.34818552] [ 0.33889981 0.7341112 0.41030291 0.72191957 0.28208496 0.61148107 0.3630923 0.37731789 0.61687703 0.53598718] [-0.55083194] [ 0.53985372 0.51256549 0.64252363 0.29932027 0.45107297 0.37197173 0.50061649 0.6667168 0.50016011 0.51390845] [ 0.34839401] [ 0.19748332 0.61631094 0.37025518 0.69686114 0.52171859 0.74911446 0.35779331 0.50124411 0.49627941 0.60870162] [ 0.24557289] [ 0.42091609 0.310354 0.70261955 0.30855696 0.61265865 0.49482321 0.37266259 0.442931 0.42619453 0.41764621] [-0.14823878] [ 0.32047572 0.36065234 0.64144871 0.51654467 0.52762344 0.39077457 0.43980883 0.43859423 0.44927817 0.5854071 ] [ 0.0151853] [ 0.22940251 0.57770558 0.3988887 0.55148547 0.4079419 0.59904054 0.3306152 0.52658892 0.45656532 0.47767054] [ 0.0114351] [ 0.37721797 0.8493711 0.3437698 0.71826673 0.45293989 0.73822954 0.31894922 0.58676243 0.59365843 0.74811207] [-0.22649704] [ 0.45914012 0.60515468 0.50221733 0.51515616 0.3321169 0.54830323 0.41291013 0.52150579 0.61162596 0.4480146 ] [ 0.20614698] [ 0.46181784 0.56065045 0.58046677 0.37258178 0.41024013 0.44898937 0.45144849 0.41806764 0.55924749 0.43956185] [ 0.23553979] [ 0.29078836 0.68362928 0.4443574 0.56315781 0.50144634 0.69013518 0.37114596 0.40664457 0.45488919 0.71464457] [-0.56268791] [ 0.44181762 0.78354249 0.35446019 0.57765734 0.28425815 0.55593436 0.36823963 0.53963237 0.61923754 0.57700444] [-0.51595101] [ 0.44973759 0.64735094 0.41008903 0.537411 0.29016397 0.53755592 0.38158294 0.60637285 0.51699307 0.51126884] [-0.84248721] [ 0.7933036 0.62521075 0.56542909 0.23004544 0.32310639 0.43178015 0.60141148 0.53126587 0.58498569 0.47108318] [ 0.4425251] [ 0.76918772 0.63524494 0.58078567 0.37948818 0.33056339 0.47145906 0.60245006 0.70128298 0.65185825 0.39021695] [ 1.21381685] [ 0.65402804 0.59903125 0.4750365 0.56692646 0.25327113 0.45605252 0.45756505 0.54582122 0.58008317 0.44488865] [-0.19147449] [ 0.68930906 0.73351696 0.52117854 0.37742876 0.32882606 0.53453901 0.56452858 0.59958855 0.59229162 0.49323695] [-0.19054012] [ 0.38170043 0.45436383 0.49591037 0.40405967 0.43928517 0.56542926 0.48119023 0.63286146 0.56413449 0.36686869] [-0.19401443] [ 0.2597576 0.53782865 0.55110393 0.44035884 0.462388 0.72381898 0.50777302 0.47829693 0.46308828 0.55449171] [ 0.52075651] [ 0.43660248 0.53111269 0.53312676 0.50730635 0.32985973 0.55402169 0.44661657 0.70473652 0.40125242 0.34317803] [-0.31507647] [ 0.45116932 0.60420388 0.42786534 0.37594311 0.2840384 0.41588736 0.50003995 0.65192745 0.55588836 0.34300598] [-0.03748878] [ 0.43459983 0.70041492 0.46291282 0.5949551 0.31243712 0.58774371 0.40718654 0.4530505 0.58453315 0.56470656] [-0.94886594] [ 0.37505184 0.68330569 0.49857228 0.52647974 0.34034956 0.5336445 0.49258222 0.65838892 0.48046529 0.44750597] [ 0.30491999] [ 0.32759193 0.70905611 0.50907777 0.67222722 0.43883379 0.71177814 0.36397724 0.4437238 0.59504998 0.6405413 ] [-0.88377396] [ 0.55592706 0.697709 0.44765994 0.48794532 0.29284523 0.61470319 0.42997515 0.44017505 0.64609803 0.56874542] [ 0.00388852] [ 0.39358235 0.63363498 0.45125415 0.62434243 0.30826029 0.59188645 0.43851458 0.61240874 0.50137366 0.42965436] [-0.25834259] [ 0.48847257 0.71033505 0.55257834 0.50389297 0.50325624 0.7492664 0.56079619 0.47031705 0.5727116 0.67571574] [-0.33714775] [ 0.47777948 0.72661387 0.37169489 0.61624332 0.32902483 0.66263044 0.37677937 0.47075387 0.55600444 0.68142825] [-0.52700012] [ 0.4150304 0.76932349 0.48016943 0.51289705 0.40302039 0.68563467 0.50189375 0.48594549 0.65718009 0.62215392] [ 0.6165506] [ 0.54394154 0.62147541 0.47237343 0.64327758 0.23615951 0.39608759 0.42336035 0.45369361 0.58041362 0.41890973] [-0.34701683] [ 0.6121257 0.5820177 0.43820055 0.55224159 0.2873181 0.54365292 0.39157153 0.52816905 0.53970423 0.49842275] [ 0.41695081] [ 0.18257348 0.56348426 0.43847464 0.5602198 0.55696002 0.68043856 0.34145597 0.35673311 0.43257546 0.61680649] [ 0.01769408] [ 0.68083354 0.60749328 0.54680698 0.27636641 0.37446999 0.38536874 0.55148334 0.56419432 0.58556206 0.47013223] [ 0.72942859] [ 0.80177806 0.67032813 0.64389959 0.31135244 0.39871603 0.3853364 0.67908679 0.68858769 0.63550593 0.40025335] Progress: 54.6% ... Training loss: 0.316 ... Validation loss: 0.509[-0.33226993] [ 0.48300092 0.7635439 0.32608139 0.68202955 0.324753 0.52669102 0.31527965 0.4587442 0.54790556 0.6881782 ] [-0.12984969] [ 0.34462554 0.46671214 0.49906469 0.60647361 0.39392413 0.54723015 0.35334137 0.50914029 0.49996241 0.51121875] [-0.29040477] [ 0.4356457 0.4107148 0.63562463 0.36265379 0.35980805 0.53084793 0.51474411 0.63465901 0.49434614 0.33664001] [-0.08667275] [ 0.70280771 0.66135977 0.53168507 0.25864896 0.48859264 0.65772419 0.58435154 0.49226597 0.49573523 0.61790044] [-0.66193243] [ 0.64797537 0.42316948 0.6572312 0.24159142 0.56639131 0.45747119 0.51688678 0.4489181 0.53683048 0.45023531] [-0.28427606] [ 0.245716 0.57315858 0.50652569 0.45870476 0.42596386 0.63734469 0.38090864 0.48328341 0.40693843 0.45210276] [-0.0424835] [ 0.44796692 0.62335407 0.46591614 0.67019054 0.34867775 0.62493731 0.41040674 0.52007007 0.45517821 0.52238605] [-0.01218627] [ 0.37674729 0.30854514 0.65264864 0.34201054 0.42465142 0.48203805 0.52197326 0.4601805 0.4651457 0.28595836] [-0.4552917] [ 0.49628372 0.68354827 0.42528754 0.55678329 0.47880223 0.60871934 0.48981707 0.44646597 0.5057111 0.54881447] [-0.29776348] [ 0.57307884 0.5768461 0.52097133 0.34424553 0.41777891 0.51926762 0.41563218 0.5919584 0.47059547 0.57574628] [ 0.16623008] [ 0.51590369 0.68278904 0.4653871 0.51709729 0.330545 0.60955267 0.42271959 0.38616176 0.55561987 0.63065555] [-0.17347921] [ 0.40576177 0.50891763 0.59866989 0.3846024 0.50501977 0.5460374 0.39067377 0.52532677 0.56168079 0.47579795] [ 1.27204357] [ 0.34053127 0.54803847 0.5535259 0.56281187 0.34039666 0.44829373 0.4776846 0.57207097 0.61528632 0.26998837] [-0.6937365] [ 0.55210238 0.54879743 0.60252366 0.34854437 0.45721246 0.41361992 0.51649494 0.54065454 0.56877423 0.4725516 ] [-0.01117641] [ 0.58443586 0.57027786 0.60175786 0.21196288 0.36139292 0.33734088 0.54910819 0.61119976 0.5844939 0.34366087] [ 0.35010023] [ 0.74204262 0.60834942 0.58230527 0.38248875 0.3225897 0.47403373 0.46542181 0.44109998 0.63878556 0.55631145] [ 2.20437248] [ 0.77653025 0.48500001 0.60424422 0.24859756 0.28935604 0.22951099 0.58602646 0.65239905 0.55808895 0.25368319] [ 0.83115472] [ 0.5936263 0.49214861 0.4346915 0.3867211 0.42009673 0.43092973 0.44409557 0.57296729 0.4991347 0.33978863] [ 0.00828329] [ 0.59305614 0.65357831 0.61724943 0.57350735 0.52333972 0.52145552 0.46616443 0.53797568 0.6351077 0.51387403] [ 0.95617401] [ 0.83636425 0.70067442 0.62793113 0.20528688 0.41125561 0.371417 0.69551467 0.65608642 0.68992993 0.42545464] [ 0.35788198] [ 0.16867713 0.5035438 0.5047698 0.62716615 0.53518856 0.71489992 0.40310207 0.34204973 0.40829753 0.47016443] [ 0.07680997] [ 0.68549146 0.57779494 0.54044423 0.35424378 0.48514804 0.5702511 0.54878749 0.4764111 0.49659591 0.44882991] [ 0.47326376] [ 0.19522468 0.39978638 0.47946765 0.63761489 0.50696795 0.59170952 0.35893529 0.38235169 0.38319557 0.58590136] [ 0.23427575] [ 0.28796561 0.75005791 0.28515301 0.7808779 0.36310311 0.7186712 0.41001795 0.57817343 0.51394814 0.6063496 ] [ 0.57910853] [ 0.50120017 0.66779668 0.36181232 0.61847462 0.30231988 0.62889034 0.38757557 0.3999129 0.53434861 0.5455806 ] [ 0.56403111] [ 0.47506675 0.66507271 0.42652321 0.51503532 0.27358975 0.46051687 0.4919403 0.58102132 0.51558577 0.46906824] [ 0.81552481] [ 0.12359309 0.62143997 0.43913998 0.54808844 0.54550559 0.80530294 0.41093282 0.33299816 0.4633319 0.65889069] [ 0.27926936] [ 0.3537603 0.65467078 0.46637566 0.64822085 0.36535648 0.58411907 0.54951889 0.59429218 0.5220866 0.47096452] [-0.28427998] [ 0.48007897 0.51468495 0.56860963 0.44766717 0.53820698 0.66896176 0.5342044 0.45051471 0.42487779 0.54626397] [-0.11856214] [ 0.3835807 0.73411944 0.37337676 0.63170928 0.32059213 0.65710864 0.33475931 0.66566328 0.64527195 0.59424708] [ 0.6164222] [ 0.65835451 0.71647699 0.42872748 0.49254946 0.25065808 0.39665901 0.53796324 0.58401554 0.67742204 0.43323044] [-0.15011724] [ 0.49003341 0.53515666 0.53100604 0.49404778 0.30246157 0.36760132 0.53041103 0.56043249 0.48931958 0.41189369] [ 0.33517135] [ 0.25481113 0.48264176 0.52542595 0.61515458 0.39364335 0.73540771 0.37845928 0.44097137 0.48468387 0.46367721] [ 0.02307158] [ 0.36660416 0.51186236 0.43852079 0.67243891 0.31493012 0.54813057 0.34788065 0.33170558 0.4607664 0.44050208] [-0.14479017] [ 0.56345636 0.6291445 0.48109649 0.61307518 0.37988112 0.5064561 0.57647351 0.60507706 0.49703143 0.63916894] [-0.12438454] [ 0.23983583 0.30609505 0.72157554 0.38239207 0.53594666 0.61153527 0.38368739 0.30731062 0.27911208 0.40726387] [-0.00580139] [ 0.55920189 0.626409 0.45852903 0.43728805 0.37328803 0.5716407 0.50345031 0.59134203 0.55033212 0.55959511] [-0.69525277] [ 0.49946039 0.74694059 0.34976938 0.59597979 0.29308964 0.51789581 0.51958207 0.66105942 0.59906213 0.50471893] [ 0.65455533] [ 0.49371092 0.51645556 0.50117701 0.42654357 0.44391431 0.38918569 0.6261186 0.6021724 0.55393402 0.24945001] [-0.17159534] [ 0.34900628 0.62170506 0.37725894 0.38416244 0.37043239 0.6397895 0.37785971 0.45620095 0.44840505 0.52902023] [ 0.84330353] [ 0.66760826 0.63942762 0.59194816 0.41146617 0.35370412 0.58984358 0.53410769 0.5172309 0.51840539 0.52728859] [-0.10957955] [ 0.46149388 0.73444147 0.57380344 0.46712853 0.54584092 0.66588297 0.40541759 0.41285353 0.52461209 0.65901063] [ 0.06898251] [ 0.24564891 0.5339926 0.39635766 0.45705465 0.39140678 0.64783873 0.30171449 0.44271526 0.37147522 0.42823835] [-1.25601187] [ 0.65374393 0.71317677 0.4911648 0.49023835 0.26705732 0.43958317 0.49236267 0.5273155 0.58433904 0.51750125] [ 0.02319197] [ 0.46885112 0.63471665 0.47827882 0.42610487 0.36399974 0.58583831 0.47557502 0.70201916 0.63808655 0.4546898 ] [-0.00951207] [ 0.45440186 0.69206908 0.465797 0.53930663 0.35408054 0.45368634 0.39853265 0.51005993 0.50571926 0.56912374] [-0.07243276] [ 0.3432598 0.74824745 0.413475 0.5524053 0.30176455 0.66796293 0.43533265 0.4590752 0.59431367 0.67148216] [-0.77799169] [ 0.5064566 0.38811307 0.6954206 0.31628325 0.42101426 0.43625262 0.46449559 0.62083818 0.44985343 0.38756235] [ 1.65189024] [ 0.58846939 0.7994239 0.36515967 0.56244032 0.21755742 0.3635985 0.58581744 0.78720412 0.7112748 0.29383081] [-0.25419958] [ 0.65051294 0.5152841 0.53679853 0.35237895 0.42136949 0.6854346 0.42765693 0.67912248 0.60422472 0.48926284] [-1.05465992] [ 0.56183714 0.76427493 0.54816548 0.48707962 0.44030304 0.49546922 0.48005166 0.62659562 0.58395017 0.54750328] [ 0.26911277] [ 0.26653359 0.5670933 0.39432539 0.63785785 0.47931575 0.64279114 0.46521713 0.65697869 0.47475326 0.56713381] [-0.53182369] [ 0.51294526 0.71379342 0.49950361 0.55978344 0.37991075 0.61733744 0.39032989 0.58845005 0.57752909 0.57509268] [-0.55496495] [ 0.69183903 0.66728872 0.53968096 0.26825876 0.38772003 0.42528236 0.55760681 0.56062951 0.59515572 0.54600968] [ 2.17340996] [ 0.79386499 0.46072697 0.57348492 0.29783033 0.23981087 0.32935681 0.50559227 0.65677132 0.56824207 0.29727144] [-0.01707066] [ 0.56433196 0.62128146 0.50352461 0.53212434 0.30812905 0.46965945 0.53641822 0.46158276 0.56592253 0.54656199] [ 0.06869186] [ 0.28661419 0.62953419 0.53238983 0.46374289 0.4370903 0.65153123 0.47726284 0.49251567 0.51391132 0.60503287] [-0.38074346] [ 0.66739058 0.72505007 0.5345538 0.4987808 0.29044929 0.43856949 0.46523083 0.43337544 0.68411449 0.54115044] [-0.20552062] [ 0.58872 0.55497097 0.46658414 0.5588186 0.39167277 0.4096753 0.41870702 0.36192796 0.61653069 0.35870627] [ 0.18856349] [ 0.53626313 0.66171594 0.44056227 0.59113865 0.27184744 0.53447614 0.39838986 0.43481189 0.57351253 0.51959385] [ 0.02473454] [ 0.37416064 0.76901789 0.3684688 0.60953514 0.46778604 0.55453094 0.38487384 0.33943922 0.50748714 0.65724237] [ 0.8583451] [ 0.28128924 0.47668906 0.51317729 0.46007195 0.39300906 0.49001325 0.4250891 0.41656282 0.46140101 0.35677136] [-0.12011259] [ 0.67328693 0.41216972 0.66833058 0.52724664 0.45445795 0.40474915 0.4774695 0.53674989 0.45411359 0.36776459] [ 1.81368942] [ 0.62159077 0.59371765 0.45065579 0.62778443 0.29940773 0.37609975 0.57908468 0.4778599 0.60654975 0.5429509 ] [ 2.48759434] [ 0.72106144 0.45732954 0.56518066 0.46322898 0.2234488 0.36306119 0.46802059 0.68466432 0.5172043 0.29147528] [ 0.57794308] [ 0.23886572 0.46727486 0.59954033 0.47405945 0.55059778 0.72418057 0.40302055 0.28536471 0.30879751 0.63802871] [ 0.17448151] [ 0.31212992 0.3095129 0.61103271 0.31040247 0.54125572 0.68282527 0.43741539 0.36976986 0.30188593 0.50174968] [ 1.28212717] [ 0.59450838 0.64614924 0.56662246 0.55837125 0.38007986 0.49938803 0.52413125 0.60267562 0.55031894 0.40332937] [ 0.64622103] [ 0.65336773 0.31992279 0.64667591 0.24281179 0.36251636 0.33908036 0.52796369 0.64238303 0.46064779 0.32762945] [-0.17787406] [ 0.15658731 0.50021369 0.51349681 0.57819263 0.38911326 0.54246199 0.36730775 0.49753882 0.48912241 0.39621836] [-0.11534278] [ 0.38780338 0.52521643 0.55188646 0.57034909 0.45560013 0.69981521 0.44140857 0.44273525 0.36225195 0.5071582 ] [-0.2088678] [ 0.70569615 0.76489807 0.42151294 0.46795065 0.32947178 0.4508039 0.53749538 0.65095897 0.60438895 0.55867863] [ 0.14909839] [ 0.36926215 0.58054362 0.41584909 0.4989604 0.45234088 0.67926852 0.44385708 0.47556745 0.44361672 0.58356728] [ 0.18759756] [ 0.30389102 0.25382072 0.68142216 0.50724149 0.53797885 0.70214132 0.40430854 0.36456741 0.3257663 0.48377972] [-0.0580237] [ 0.5965497 0.51994652 0.48378355 0.51744222 0.34460588 0.36583525 0.42344501 0.45358867 0.61083007 0.48918071] [ 0.11870667] [ 0.21653789 0.49953845 0.55259833 0.57025901 0.45000098 0.65206449 0.39713786 0.35970075 0.38261295 0.51926307] [-0.14166972] [ 0.75849194 0.63045331 0.51417555 0.47213123 0.27453387 0.415596 0.46367973 0.45773111 0.56210624 0.55217474] [ 0.38239043] [ 0.40522008 0.58442609 0.32807399 0.46968418 0.39417765 0.57225634 0.43018383 0.5347739 0.44577048 0.42880052] [-0.53317944] [ 0.45526103 0.65981828 0.41062024 0.62311108 0.49794066 0.59508586 0.39516536 0.5664549 0.54956239 0.5291585 ] [ 1.60877244] [ 0.60731454 0.2884403 0.65379367 0.30535931 0.45392821 0.35181974 0.53918317 0.55988446 0.38883436 0.23688906] [-0.44959526] [ 0.74642984 0.58361993 0.49064085 0.3070839 0.47667399 0.52006274 0.57518649 0.49326919 0.46904044 0.44903466] [ 1.60625284] [ 0.81805086 0.59542967 0.63172421 0.4346807 0.38215695 0.28772741 0.57741839 0.73752856 0.61340087 0.27698255] [-0.10688641] [ 0.44908954 0.53455709 0.57333702 0.37805787 0.42314245 0.48201296 0.45247406 0.53243949 0.46302043 0.47582785] [ 0.18627057] [ 0.31326572 0.79518703 0.43796724 0.69467047 0.46282435 0.67508038 0.37496653 0.4887525 0.63151912 0.75078904] [ 1.81351209] [ 0.74041689 0.73152896 0.56627008 0.35033972 0.37981935 0.4867719 0.54413284 0.5266715 0.69138074 0.47854739] [ 0.13845514] [ 0.41012221 0.73065166 0.36423621 0.70731744 0.36845442 0.54201218 0.36326671 0.32103795 0.45791387 0.73336255] [-0.27632007] [ 0.50412134 0.47636981 0.57865396 0.46063779 0.39507079 0.41377586 0.55504061 0.59451444 0.44536957 0.33888688] [ 0.01728488] [ 0.3454452 0.50727945 0.4350349 0.51379556 0.44635123 0.47419216 0.46639555 0.45538253 0.50074912 0.34178486] [-1.23325408] [ 0.4767985 0.34886801 0.71100976 0.24448773 0.36950949 0.37141511 0.51186911 0.59361737 0.49171466 0.26522234] [ 0.11002137] [ 0.29377474 0.54029803 0.3615892 0.62622989 0.41227727 0.7386345 0.34126672 0.66059921 0.55162283 0.51034524] [ 0.50545189] [ 0.68635592 0.5197834 0.61546494 0.37376079 0.46176761 0.47635933 0.60816492 0.42266742 0.56163605 0.52983703] [-0.14973119] [ 0.7153949 0.61284663 0.53324216 0.32481114 0.30579828 0.37873298 0.53577235 0.50728604 0.50984512 0.39080559] [-0.34150126] [ 0.33151345 0.68136208 0.38118406 0.71933242 0.39696584 0.6624777 0.51130622 0.51727881 0.59295853 0.46341118] [-0.18994222] [ 0.61078036 0.66558079 0.37160868 0.40090175 0.32142388 0.5424309 0.38765808 0.57308781 0.52971828 0.48925323] [ 0.65970882] [ 0.21978459 0.72949108 0.37195307 0.64080788 0.59670494 0.78947902 0.3113713 0.53070341 0.426783 0.71906699] [-0.30175923] [ 0.49864744 0.65034588 0.48626485 0.4760057 0.40053464 0.51295469 0.40121576 0.52042095 0.60342037 0.54298381] [-0.12550755] [ 0.38357879 0.59610219 0.4243384 0.43660068 0.45383281 0.47974456 0.45421293 0.44350998 0.46535376 0.67272365] [ 0.35431419] [ 0.21227721 0.58052981 0.45554222 0.64577571 0.35717286 0.54060817 0.43143869 0.56889476 0.52312138 0.42334214] [-0.00899437] [ 0.54795192 0.58458053 0.53709739 0.40970249 0.37797643 0.51531788 0.44083716 0.57455094 0.62306088 0.56177014] [-1.43165192] [ 0.55917381 0.72840559 0.34471852 0.52758947 0.29861218 0.45689125 0.59738714 0.80046748 0.62607035 0.26113801] [-0.36784873] [ 0.40846246 0.58719441 0.55861263 0.6513707 0.49007124 0.66197865 0.44904698 0.54217599 0.54324243 0.50729034] [ 0.30241777] [ 0.23339195 0.50136057 0.4891351 0.54438244 0.46854336 0.60637523 0.38630856 0.35166529 0.46255382 0.51997822] [ 0.1316024] [ 0.2682553 0.42906979 0.61482312 0.49097564 0.45326163 0.57904378 0.44255643 0.39115714 0.40014077 0.46604939] [-0.60598012] [ 0.49099166 0.63478905 0.39065572 0.50566804 0.24985036 0.35123465 0.47478858 0.63269042 0.60663456 0.30016566] [-0.88255071] [ 0.29139828 0.3142858 0.71140616 0.31670844 0.51126641 0.49912429 0.50368955 0.47070199 0.42312178 0.33627361] [-0.05997118] [ 0.51176475 0.62054428 0.44912345 0.64490185 0.34986413 0.72981608 0.45628889 0.5605374 0.4699689 0.63321587] [-0.20883023] [ 0.39310796 0.5871554 0.43403722 0.57574664 0.30054258 0.5912549 0.37955838 0.59729037 0.60059308 0.52370542] [ 0.18500569] [ 0.39734667 0.66329541 0.39113196 0.61761148 0.30675393 0.58752213 0.54080706 0.7407552 0.47042869 0.39606675] [ 0.03149385] [ 0.69203064 0.66821396 0.54164758 0.26305245 0.35914977 0.56355704 0.5707805 0.47691969 0.56543252 0.60542347] [ 0.51777972] [ 0.70126125 0.70475822 0.53256293 0.57219207 0.31673713 0.27725677 0.49264731 0.78075649 0.62511002 0.40003591] [ 0.62372886] [ 0.38410787 0.15561809 0.70196978 0.3325724 0.66576938 0.63028396 0.43136525 0.52730981 0.33346873 0.50742448] [ 0.23753088] [ 0.73644968 0.4567791 0.70189705 0.28099705 0.47782675 0.50701933 0.5929381 0.59519784 0.58659235 0.45653094] [ 0.2554623] [ 0.20752004 0.56241556 0.40948549 0.6502354 0.48481776 0.78580182 0.39673134 0.53401649 0.55460201 0.54039089] [ 0.65715094] [ 0.62140618 0.78451155 0.52068379 0.54111622 0.37502279 0.56353648 0.56208372 0.60578555 0.62909521 0.54230599] [ 0.44873226] [ 0.24427517 0.39187372 0.60176226 0.59136829 0.39308966 0.61379596 0.37054038 0.49947182 0.53190803 0.35604531] [-0.13418519] [ 0.40003262 0.49972655 0.53086513 0.44963047 0.44582378 0.65696822 0.41215599 0.38535289 0.47074666 0.61980416] [-0.46948034] [ 0.45297919 0.77041988 0.38399585 0.57627805 0.30301807 0.56673004 0.35344793 0.4780606 0.55891212 0.58680029] [ 0.43203711] [ 0.65840017 0.61810057 0.57451024 0.37790063 0.42963616 0.4258827 0.51449678 0.64814109 0.71146877 0.43624942] [-0.09235118] [ 0.61955366 0.59197293 0.65369912 0.50914513 0.50739639 0.48300507 0.47713414 0.57230023 0.60065039 0.50852679] [ 0.11455411] [ 0.24019386 0.67092938 0.44575818 0.63934605 0.35949524 0.5621554 0.41851319 0.58022095 0.47561702 0.48834551] [-0.4345678] [ 0.37658317 0.65771121 0.43914055 0.57840135 0.38781799 0.56098099 0.39040257 0.40369954 0.61044873 0.51877696] [-0.21601056] [ 0.45210494 0.56931993 0.46340221 0.47333313 0.37101848 0.5058069 0.4714716 0.31201307 0.60414997 0.47414643] [-0.20422948] [ 0.30567533 0.61539339 0.47240213 0.61391073 0.39473672 0.52947363 0.49172196 0.58755854 0.41907508 0.61311108] [ 0.37611424] [ 0.25347725 0.45565068 0.52388008 0.42194642 0.46049517 0.66580349 0.318825 0.38415732 0.34764792 0.47286818] [ 0.29267282] [ 0.2864571 0.69253875 0.43933394 0.44899103 0.40226265 0.66046642 0.3754415 0.38237108 0.49481469 0.5851447 ] [ 0.29093935] [ 0.14989971 0.53592504 0.47951354 0.58425297 0.3757921 0.77548358 0.41610814 0.49216516 0.41154611 0.4977387 ] [-0.26705516] [ 0.48900687 0.53284605 0.68496005 0.31914118 0.59159666 0.46435728 0.44393395 0.53082584 0.38091465 0.60761425] [ 0.18667599] [ 0.22258192 0.46790438 0.57982286 0.52725404 0.39852969 0.67894343 0.43055932 0.41399716 0.43318938 0.41526168] Progress: 54.9% ... Training loss: 0.335 ... Validation loss: 0.500[-0.45941814] [ 0.39183623 0.63121295 0.42562454 0.4772726 0.4558803 0.52004061 0.44422831 0.36790558 0.57340898 0.6590354 ] [ 0.13481307] [ 0.39139422 0.67738205 0.53395293 0.41989615 0.41144884 0.66759036 0.47135647 0.33662073 0.62479996 0.66911338] [-0.04844631] [ 0.20817303 0.556966 0.37562556 0.51221782 0.53328119 0.56328526 0.37187425 0.32569684 0.36670516 0.4784634 ] [-0.44353986] [ 0.6180907 0.68006348 0.62128929 0.55187974 0.44401482 0.48850274 0.44725185 0.56083338 0.64198515 0.51761378] [-0.39617117] [ 0.4068074 0.58842921 0.50752625 0.60507718 0.49545838 0.51360827 0.39835515 0.52437312 0.54461737 0.51217309] [-0.1006888] [ 0.35403044 0.28793379 0.76396269 0.38971129 0.55706248 0.55088117 0.43700715 0.39272236 0.382892 0.53785519] [-0.41559748] [ 0.55754717 0.67357999 0.50832242 0.47580805 0.49465158 0.53810047 0.43905933 0.5679238 0.54549317 0.54727855] [ 1.13865551] [ 0.77369435 0.67558509 0.57443805 0.34055756 0.3141941 0.29547278 0.58580905 0.74489599 0.70070239 0.32853246] [-1.08872537] [ 0.44370571 0.35187266 0.73374539 0.23416065 0.39129914 0.46554125 0.49119607 0.51888426 0.45211422 0.34419497] [-0.55292159] [ 0.37406989 0.71589288 0.43149242 0.57282421 0.2631608 0.56454123 0.39974737 0.50646002 0.51748578 0.53494282] [-0.1898663] [ 0.29609421 0.74385141 0.41704431 0.62693098 0.40963006 0.64198138 0.40016372 0.4460453 0.60050716 0.64124219] [-0.99010888] [ 0.37916247 0.4316837 0.62260878 0.36556314 0.38930766 0.4124045 0.51779685 0.59723642 0.49778726 0.57814053] [ 0.1315663] [ 0.46769006 0.5489564 0.52515728 0.36445873 0.47432452 0.30102042 0.50906881 0.45739822 0.55873922 0.57735573] [-0.33044169] [ 0.39416133 0.60580116 0.49546223 0.55788242 0.39988158 0.66094464 0.44311259 0.49802257 0.43494395 0.54279814] [-0.23819939] [ 0.39489235 0.49774511 0.5338456 0.34941833 0.44543482 0.58813497 0.38156172 0.54839772 0.50084161 0.4712646 ] [-0.75277101] [ 0.53610872 0.44281195 0.54111005 0.52064375 0.59764206 0.54478813 0.42470194 0.4326366 0.36587148 0.45807351] [-1.44721286] [ 0.57195894 0.76251219 0.52950288 0.53181503 0.30216008 0.46655791 0.5011442 0.62786586 0.60961615 0.43852132] [ 0.12576471] [ 0.44712257 0.33903625 0.54813562 0.44230269 0.37810933 0.54116858 0.44230728 0.78085932 0.4879226 0.27526036] [-0.23649181] [ 0.57152667 0.67792377 0.46817671 0.48582571 0.36764541 0.47000758 0.50657162 0.60470146 0.6110077 0.39307335] [ 0.00937325] [ 0.69755505 0.63418877 0.58314375 0.44575747 0.43807174 0.43013128 0.5840024 0.625551 0.57150381 0.4693378 ] [-0.88019812] [ 0.39847106 0.60639603 0.37182385 0.37167995 0.30512207 0.57122918 0.4422987 0.70705001 0.52275931 0.37610411] [-0.47883377] [ 0.2852525 0.62250008 0.46603882 0.56787302 0.3513274 0.6980408 0.47961339 0.55951236 0.54365778 0.54341848] [-0.2519079] [ 0.67008026 0.64851884 0.5668869 0.55461679 0.4454366 0.41518559 0.5679283 0.60102068 0.60945741 0.42212887] [-0.4430331] [ 0.55115403 0.56919546 0.57986808 0.55287857 0.41251091 0.45962699 0.54874229 0.64821797 0.55840125 0.42674257] [-0.54838483] [ 0.51475185 0.43627056 0.56268562 0.3755177 0.50060299 0.54775917 0.52729333 0.53788809 0.40662688 0.47950796] [-0.29098362] [ 0.39865941 0.70718775 0.39463955 0.6022779 0.47595239 0.73222489 0.51015562 0.56978566 0.5155037 0.63108077] [ 0.17478606] [ 0.30494774 0.54575608 0.58619962 0.43438624 0.458777 0.43251027 0.40820712 0.47430364 0.40698055 0.50097567] [-0.78346119] [ 0.55044603 0.78382287 0.44553648 0.46714444 0.32188074 0.6007499 0.46493422 0.45292587 0.62460745 0.6275388 ] [ 0.40761753] [ 0.26385786 0.64235921 0.46557921 0.52196828 0.3727486 0.56249005 0.38627874 0.5729757 0.59132177 0.44040076] [ 0.23142819] [ 0.56258601 0.6734855 0.43419885 0.63346553 0.25544349 0.3529357 0.49184318 0.52316538 0.59188741 0.53476207] [-0.1549022] [ 0.52563105 0.6795712 0.57644847 0.48982603 0.40847838 0.61434214 0.4497228 0.42925493 0.50471103 0.5414433 ] [-0.20316412] [ 0.51543871 0.75564298 0.3994766 0.65298671 0.22686561 0.38059146 0.53115878 0.61251448 0.65187407 0.43238202] [-0.50863064] [ 0.52475212 0.75775886 0.41960432 0.57308494 0.37273579 0.6933972 0.5317362 0.52407441 0.63461786 0.62674888] [-0.00124747] [ 0.44524314 0.32283681 0.65324378 0.31313691 0.52710333 0.53611042 0.45955893 0.31553177 0.45280566 0.41000635] [-1.37013715] [ 0.52410766 0.30912989 0.75503535 0.18728349 0.38945509 0.3614749 0.51017273 0.53142701 0.45019438 0.25250091] [-0.75124812] [ 0.61075236 0.45835076 0.67763571 0.30170153 0.552616 0.56535504 0.4756322 0.51345704 0.58991289 0.55570213] [-0.31627259] [ 0.39263487 0.40038264 0.56821111 0.6324571 0.51457474 0.60787155 0.45906464 0.48042825 0.36236933 0.54504706] [ 0.04924262] [ 0.37920855 0.63097123 0.43460313 0.6514907 0.51739322 0.59934999 0.42999571 0.40794347 0.34645223 0.72026873] [ 0.53595702] [ 0.60692221 0.49187979 0.44001677 0.37878963 0.41124477 0.40797951 0.45332033 0.59302248 0.50972561 0.32390634] [-0.75617235] [ 0.48946201 0.64641555 0.43249822 0.59844848 0.29846595 0.60042515 0.32163436 0.5367296 0.49975234 0.52559213] [-0.33783999] [ 0.41602733 0.70950254 0.39977114 0.56730553 0.36465364 0.59345476 0.37096642 0.52130426 0.48545162 0.65645761] [ 0.09570555] [ 0.70053059 0.46291178 0.60085749 0.35544953 0.42711082 0.32843525 0.59172086 0.61208291 0.47716247 0.41427319] [-0.17979278] [ 0.46856584 0.64224114 0.48139063 0.68602107 0.54993181 0.72364776 0.42550932 0.46730609 0.44354506 0.56593175] [-0.25133564] [ 0.56364158 0.5850447 0.44142812 0.43097703 0.36968894 0.40151944 0.48949769 0.54200865 0.56839349 0.50476595] [ 0.27398928] [ 0.58591816 0.66139005 0.44691272 0.65352527 0.23640378 0.34966273 0.50129831 0.5991104 0.60897213 0.37939578] [-0.62209266] [ 0.58284025 0.55416852 0.55515862 0.44861409 0.40095219 0.38808453 0.43075535 0.48178763 0.54011604 0.37960089] [-0.30557874] [ 0.26150304 0.39630492 0.54548554 0.42946213 0.47878672 0.5424586 0.38208954 0.50019009 0.40611137 0.40240249] [-0.00851741] [ 0.22360392 0.66714317 0.42767853 0.62417336 0.45443457 0.77922505 0.36435772 0.50928767 0.6333881 0.59190262] [-0.38181378] [ 0.5893273 0.56005735 0.51861427 0.5355147 0.43727519 0.4546894 0.47308227 0.52856029 0.53974794 0.33365819] [-0.24789158] [ 0.46111849 0.47514851 0.48024793 0.46444274 0.36233031 0.356032 0.55052067 0.53983734 0.54044883 0.35702579] [-0.61816038] [ 0.54396204 0.6599568 0.50448919 0.42887364 0.3882549 0.4805685 0.63594044 0.61047263 0.56253541 0.49437701] [-0.35836369] [ 0.81160543 0.68429795 0.55350287 0.41339243 0.38847981 0.41676225 0.58457727 0.75692739 0.67983388 0.3990161 ] [-0.55345255] [ 0.5191705 0.56221271 0.55177636 0.3375258 0.44414367 0.51813675 0.45625175 0.54159893 0.58545493 0.52084868] [-0.60658339] [ 0.65704768 0.5085021 0.58259272 0.39427632 0.32216822 0.53949933 0.44789407 0.63687193 0.55149292 0.52888912] [-0.10547671] [ 0.34130007 0.60683074 0.39882145 0.6236089 0.49275464 0.70535084 0.29771421 0.62169884 0.46390457 0.69083999] [-0.67057319] [ 0.63107815 0.42968477 0.66558911 0.22289206 0.36464663 0.27358752 0.55993603 0.62379766 0.54939545 0.26701432] [ 0.1622599] [ 0.25380892 0.54960623 0.54811796 0.47445889 0.49070763 0.76270332 0.38822033 0.4232976 0.5237354 0.68127873] [ 0.81516224] [ 0.39197592 0.60986197 0.36878683 0.68112886 0.29437941 0.52760978 0.49191944 0.5215994 0.50997869 0.44022593] [-0.50008823] [ 0.31299921 0.6542131 0.46743808 0.59072734 0.44693333 0.5399735 0.41722206 0.59754107 0.63460784 0.46079241] [-0.47763965] [ 0.38142438 0.7223057 0.32837516 0.60213303 0.40914663 0.68414052 0.32267735 0.60044128 0.61001432 0.61079799] [-0.05866605] [ 0.57761984 0.42905954 0.67393664 0.29051184 0.41690623 0.2663803 0.53436417 0.61075901 0.45035925 0.35345921] [-0.2159674] [ 0.34643044 0.79137918 0.27986016 0.64546995 0.39119343 0.54928068 0.39805375 0.38399356 0.54828196 0.64988128] [-0.82128093] [ 0.71510714 0.49615148 0.68655107 0.38653905 0.49874125 0.42802915 0.46602343 0.6079603 0.61630854 0.4147567 ] [ 0.29727854] [ 0.51054001 0.47378829 0.50128528 0.43524564 0.43357471 0.5187346 0.42729078 0.58648203 0.52773016 0.43540554] [-0.15385624] [ 0.37592354 0.58484865 0.49414223 0.55599302 0.44519213 0.6655232 0.42058025 0.43834532 0.49179973 0.61186808] [-1.19071951] [ 0.36375794 0.61746235 0.53002916 0.41441299 0.43380814 0.45960841 0.47700066 0.61887787 0.62801394 0.44386986] [ 0.11771816] [ 0.33789717 0.63732963 0.50264594 0.5970296 0.40880311 0.73889487 0.4581556 0.5277742 0.41730918 0.61177604] [ 1.12284679] [ 0.65850517 0.48181393 0.66324443 0.3366972 0.51186291 0.29923037 0.54745648 0.62870288 0.57440699 0.26116448] [ 0.25757782] [ 0.34801644 0.57667706 0.41797998 0.70153526 0.27343157 0.55283777 0.31700677 0.31601128 0.48585482 0.43994307] [-0.84014728] [ 0.7847024 0.694219 0.57827261 0.352039 0.39104185 0.49332314 0.63650768 0.63906209 0.62513244 0.59110274] [-0.33986469] [ 0.4299425 0.56958035 0.44932449 0.59046999 0.26171772 0.43020338 0.4416246 0.43173537 0.6045738 0.38073651] [ 0.1319234] [ 0.23675247 0.53274982 0.48598053 0.45500099 0.40465884 0.70852756 0.31220523 0.35267319 0.38558106 0.56817446] [ 0.15783163] [ 0.25133254 0.60396327 0.45833556 0.46622002 0.35815296 0.57021877 0.39070634 0.60139148 0.44670098 0.41077731] [ 0.41516962] [ 0.19033916 0.6188918 0.53029215 0.559445 0.51754004 0.77031006 0.41676129 0.35327283 0.48241231 0.65969297] [-0.36616192] [ 0.40532476 0.65494048 0.35094605 0.57488957 0.3046493 0.50388619 0.45805426 0.58575378 0.53561014 0.44465305] [-0.84109934] [ 0.41714545 0.55733919 0.38406485 0.50979958 0.43525011 0.50558524 0.38026835 0.49532626 0.49299387 0.48930327] [-0.38325004] [ 0.34371378 0.42302612 0.52865544 0.37167617 0.48934208 0.60618478 0.45592019 0.34247131 0.43869036 0.36353287] [ 0.15477432] [ 0.46638903 0.6770198 0.36777238 0.73128248 0.27302454 0.53519989 0.41484892 0.44153693 0.61324604 0.61230546] [ 0.22685569] [ 0.21733683 0.27231392 0.66558897 0.53064172 0.54718516 0.71820015 0.37290651 0.35475175 0.32430195 0.49320448] [ 0.26703388] [ 0.27465433 0.56784213 0.54921239 0.52526219 0.48837241 0.71729344 0.41319284 0.32275605 0.37341939 0.65145315] [-1.06995723] [ 0.45942096 0.79653748 0.37604341 0.56881515 0.23208456 0.55379317 0.45872937 0.53736961 0.67431009 0.57539521] [-0.07300739] [ 0.2728088 0.74105884 0.30552459 0.6394256 0.39963116 0.6171467 0.35523534 0.47876736 0.52404815 0.6000343 ] [-0.41597187] [ 0.53791338 0.39550279 0.53901854 0.45811214 0.54737104 0.45173845 0.62327754 0.55668937 0.33156545 0.47212986] [-0.33762264] [ 0.65870999 0.54366345 0.52537305 0.52629773 0.48585031 0.32061677 0.46117248 0.58285696 0.51730397 0.48187951] [ 0.05014324] [ 0.23788419 0.38078767 0.6268184 0.62036969 0.52465593 0.69133537 0.43565643 0.42697465 0.44667777 0.42201555] [-0.48441577] [ 0.23825283 0.43101839 0.52735233 0.68052752 0.41719991 0.6265641 0.49995291 0.49709334 0.44217788 0.35609755] [ 0.39008235] [ 0.44016178 0.30881278 0.61758759 0.24876713 0.47021612 0.51691984 0.42962055 0.46287757 0.29666344 0.34331733] [ 0.11198625] [ 0.32809902 0.34276552 0.69047293 0.3789597 0.52249896 0.65536812 0.44817632 0.41636304 0.47372867 0.4552371 ] [-0.55543585] [ 0.62937729 0.72840119 0.51101676 0.48676208 0.40917872 0.45022945 0.45905555 0.68284063 0.59056717 0.50713949] [-0.10654368] [ 0.28743985 0.58480986 0.59659326 0.37759164 0.44626158 0.6601625 0.43145211 0.48750569 0.4586189 0.60501721] [-0.16188397] [ 0.35381027 0.73156667 0.45306873 0.54680917 0.32869571 0.62256995 0.42912021 0.53178141 0.55684578 0.59158038] [-0.58163567] [ 0.3803442 0.69327797 0.37514451 0.64999198 0.40380052 0.69829134 0.55156085 0.61191766 0.50975578 0.45120649] [ 0.14374213] [ 0.28102493 0.55754031 0.46560045 0.58172361 0.38761234 0.44833986 0.48785112 0.60944508 0.5325343 0.34528737] [-0.41664614] [ 0.44703444 0.52260712 0.62424581 0.36086868 0.63644554 0.54045785 0.41040617 0.46947486 0.40411546 0.68882404] [-0.86261454] [ 0.31392482 0.46022995 0.59748251 0.55282987 0.33849429 0.57916028 0.43283872 0.46902606 0.45390084 0.39250428] [ 0.74373335] [ 0.12763328 0.66584036 0.36618075 0.70440567 0.54609316 0.71453777 0.36979287 0.32187071 0.37265597 0.63725853] [-0.18041741] [ 0.7489754 0.51078765 0.56995773 0.3710455 0.29052079 0.46277142 0.52777991 0.56064561 0.57045518 0.43396833] [-0.35046991] [ 0.43200937 0.51585112 0.58729124 0.32326739 0.45835689 0.54650082 0.54643606 0.63079102 0.40429919 0.47887612] [ 0.52111193] [ 0.61459346 0.4009631 0.65295143 0.36316329 0.5299139 0.45662338 0.59738074 0.7178542 0.41486736 0.32833402] [-0.08271437] [ 0.40256283 0.75373999 0.36125878 0.70222426 0.24267692 0.69184425 0.35695974 0.45129222 0.58912139 0.65913446] [-0.37687194] [ 0.41436813 0.63589134 0.56684219 0.49298638 0.41440272 0.51963351 0.50511611 0.59145422 0.56493422 0.46523139] [-0.65012784] [ 0.5135949 0.58025274 0.59294094 0.55248583 0.4460258 0.5754721 0.41899103 0.47010015 0.56377496 0.48857639] [ 0.51255883] [ 0.44334963 0.65586147 0.48732403 0.53397307 0.27503343 0.47581669 0.52147088 0.72558809 0.51269541 0.34083154] [-0.09497601] [ 0.32446144 0.38865957 0.57381111 0.40357276 0.636018 0.65275728 0.39406821 0.41285434 0.31888744 0.54997167] [-0.12725932] [ 0.2817201 0.64640447 0.38643859 0.6031681 0.29937313 0.66029789 0.35651504 0.56335666 0.5165449 0.54290151] [-0.24827829] [ 0.57359017 0.53899182 0.45923516 0.45868166 0.4044284 0.4303671 0.37799449 0.53491241 0.58589987 0.37869443] [-0.10200337] [ 0.56097662 0.66626027 0.51089066 0.45236992 0.28808733 0.49258058 0.49658833 0.52434448 0.54949425 0.51721824] [ 0.35530596] [ 0.60148314 0.53628151 0.45225582 0.42788813 0.24141798 0.40670077 0.54427624 0.79834568 0.58837157 0.2656044 ] [-0.31582767] [ 0.39380377 0.5656982 0.51873377 0.59286332 0.4955362 0.59094972 0.38732008 0.48763877 0.60923361 0.4647051 ] [-0.23503875] [ 0.55644619 0.61069826 0.5199363 0.40810847 0.39307851 0.44019254 0.57614086 0.40398099 0.62062034 0.51195441] [ 0.434042] [ 0.52117462 0.63551686 0.5052027 0.33219085 0.39875108 0.60349999 0.46388036 0.62606073 0.56083746 0.49758706] [ 0.02484749] [ 0.19322747 0.57467908 0.42500206 0.6204486 0.39392838 0.65935688 0.36014251 0.39829949 0.49756507 0.49406073] [ 0.11270172] [ 0.14528585 0.48775172 0.51022774 0.62152636 0.43355218 0.65852886 0.37205324 0.33844527 0.5077295 0.55012863] [-0.63593788] [ 0.39198222 0.5944087 0.41538844 0.56711162 0.39472557 0.60864111 0.53196175 0.67158229 0.43786596 0.47238602] [-0.84433053] [ 0.74123541 0.63734261 0.52938762 0.35319131 0.3128754 0.37652254 0.57669364 0.6055559 0.65011719 0.49627599] [ 0.05323911] [ 0.4294229 0.52507277 0.63340882 0.43272489 0.45722231 0.57487965 0.46043143 0.57062624 0.60463842 0.54714 ] [ 0.26703388] [ 0.27465433 0.56784213 0.54921239 0.52526219 0.48837241 0.71729344 0.41319284 0.32275605 0.37341939 0.65145315] [-0.38042651] [ 0.59197496 0.61694429 0.51513954 0.5151691 0.27725305 0.58820536 0.42703376 0.50636162 0.51488622 0.4755045 ] [-0.33044169] [ 0.39416133 0.60580116 0.49546223 0.55788242 0.39988158 0.66094464 0.44311259 0.49802257 0.43494395 0.54279814] [-0.64001773] [ 0.66889608 0.68690569 0.5457871 0.52660631 0.4557663 0.4809916 0.41987556 0.60624692 0.62911535 0.46686682] [-0.40722522] [ 0.5760196 0.77463441 0.34628283 0.54038115 0.23830952 0.57374438 0.40093938 0.42868903 0.60080277 0.57773639] [-0.20860357] [ 0.28296203 0.31349373 0.65283598 0.47606099 0.51764678 0.62333593 0.39584246 0.38086667 0.3731765 0.41156266] [ 0.00952159] [ 0.33914964 0.58679959 0.58810776 0.35511241 0.51320609 0.57575217 0.50332931 0.38685715 0.47576183 0.59781223] [ 1.23268732] [ 0.65529751 0.71356752 0.53973948 0.35644412 0.36070361 0.36229977 0.65806301 0.70104675 0.70871556 0.33653704] [ 0.51115778] [ 0.4932502 0.72793483 0.49295087 0.61419358 0.33224466 0.48240333 0.48438537 0.67711529 0.63027751 0.50416758] [ 0.94099874] [ 0.69043409 0.59245697 0.50874466 0.48103204 0.28202297 0.38079397 0.52141845 0.49021101 0.57059927 0.44104113] [-0.58955839] [ 0.52149196 0.69227294 0.38838865 0.6626616 0.22441186 0.6338921 0.34742935 0.52451693 0.58990371 0.53883394] [-0.40717601] [ 0.51909846 0.73494193 0.49990937 0.53626937 0.46550067 0.73703824 0.39365357 0.56563324 0.55824868 0.67385185] Progress: 55.1% ... Training loss: 0.350 ... Validation loss: 0.542[ 0.45708671] [ 0.66608652 0.5687109 0.51326417 0.45727072 0.36833601 0.45912659 0.54394736 0.63467003 0.50762665 0.48504615] [-0.21003459] [ 0.71315013 0.72521339 0.54301297 0.44045447 0.35990117 0.59313051 0.50463717 0.67906631 0.71291722 0.55145757] [ 0.28606346] [ 0.57723187 0.51655532 0.52358842 0.36484928 0.3332179 0.38811009 0.51886837 0.56615194 0.61601644 0.39603686] [ 0.07130468] [ 0.40635067 0.70516184 0.42851762 0.65114361 0.33396528 0.6753809 0.41546895 0.32811748 0.63592079 0.63266734] [ 0.28830537] [ 0.4309986 0.66749583 0.42006352 0.71784131 0.3522631 0.54658859 0.49465303 0.59972988 0.48455559 0.69032404] [-0.42572347] [ 0.52671139 0.54157196 0.64879451 0.31100924 0.44689878 0.41363914 0.55677029 0.54723323 0.522784 0.38843263] [-0.19270802] [ 0.35032669 0.46636469 0.61365198 0.38162189 0.50069638 0.49528207 0.48735298 0.50304787 0.48344903 0.48874972] [-0.7221548] [ 0.67905668 0.66478967 0.50721401 0.32697579 0.42841503 0.3533158 0.48202286 0.55920587 0.51479653 0.65305541] [-0.29033337] [ 0.5584632 0.52699371 0.5162 0.48147704 0.57861833 0.42334427 0.45456943 0.49067066 0.48021463 0.52967789] [-0.03650988] [ 0.65972782 0.65782311 0.38884123 0.46150004 0.30335586 0.43945088 0.42679397 0.4388372 0.5148356 0.55738218] [-0.04391298] [ 0.58995046 0.57623821 0.49097136 0.56672576 0.31680385 0.46855294 0.47965409 0.44424791 0.63178313 0.47635961] [-0.35008966] [ 0.41443324 0.62892862 0.43847418 0.53478484 0.34608419 0.63238733 0.36376434 0.49053544 0.57966785 0.55911239] [-0.39457655] [ 0.65474652 0.49426924 0.53158331 0.42044996 0.42987659 0.52016047 0.5456927 0.41266494 0.64666066 0.45390501] [ 0.0672] [ 0.63387092 0.31763214 0.71973078 0.27583017 0.38323025 0.51016255 0.53878481 0.57071809 0.47482979 0.31707452] [-0.29019817] [ 0.65949204 0.53603 0.61559343 0.37377243 0.51279731 0.52766429 0.50229086 0.40270087 0.59092515 0.52914555] [ 0.22904635] [ 0.32968853 0.84556934 0.2328325 0.67654967 0.35181113 0.71970642 0.38056848 0.55889893 0.52461058 0.72055636] [ 0.4553753] [ 0.31895869 0.42813839 0.62855437 0.52407397 0.40338165 0.70132658 0.42918384 0.4917357 0.43665258 0.52835261] [-0.03624558] [ 0.40045802 0.40970593 0.5637821 0.40675142 0.47057649 0.51335027 0.60945338 0.52880348 0.42185986 0.38562598] [ 0.04084452] [ 0.45663222 0.25347757 0.77464746 0.25560255 0.61658437 0.59369832 0.45887351 0.40207103 0.36499 0.47477513] [-0.09797424] [ 0.54240602 0.6139844 0.5016827 0.63807639 0.52359584 0.46934642 0.40351629 0.49821924 0.63113418 0.37494891] [ 0.49043768] [ 0.57761603 0.6776971 0.36862199 0.47563456 0.35029338 0.4795864 0.41021657 0.48609877 0.55451297 0.45046043] [-0.00609341] [ 0.34458809 0.61866265 0.45057099 0.57800559 0.3226818 0.56416112 0.36673544 0.46601091 0.46206837 0.57792359] [ 0.55700959] [ 0.66914272 0.60703489 0.51023371 0.32072575 0.42610107 0.42069277 0.55378655 0.54939085 0.55351454 0.42691652] [-1.11385583] [ 0.64842849 0.71296084 0.48959819 0.49284821 0.26932127 0.44575968 0.4903283 0.52048289 0.58156151 0.52389107] [ 1.31754977] [ 0.59125238 0.58560467 0.58974662 0.47838064 0.40539967 0.45370303 0.56800004 0.57797205 0.61230976 0.35437261] [-0.08220409] [ 0.63866764 0.69481896 0.55870724 0.34324701 0.43439753 0.49953267 0.55395343 0.61158434 0.55837056 0.54074017] [ 0.79539337] [ 0.73075563 0.37892687 0.67566308 0.26300737 0.5561116 0.51078797 0.61687154 0.44986308 0.52699307 0.43139608] [-0.28711877] [ 0.36371876 0.48754748 0.65032271 0.43723081 0.47338986 0.49834345 0.36829065 0.47176666 0.55066657 0.45422568] [-1.43153299] [ 0.85896465 0.61515912 0.55717087 0.24389685 0.23036752 0.2138744 0.60309314 0.63507627 0.67743557 0.30514504] [-0.19949311] [ 0.64390478 0.6694965 0.5535126 0.52682855 0.41610367 0.52337196 0.42667489 0.64920625 0.66091872 0.51726661] [-0.28628342] [ 0.66539719 0.67377499 0.49482802 0.55440064 0.37837663 0.52864817 0.49708192 0.64068196 0.61684106 0.66993443] [ 0.03410711] [ 0.53421896 0.63954871 0.4958647 0.47661704 0.38996154 0.56302749 0.5386622 0.6275677 0.6094697 0.4442219 ] [ 2.34712108] [ 0.82200195 0.69041932 0.51421474 0.28144575 0.25652863 0.24975523 0.58489073 0.5828252 0.70613045 0.32359736] [-1.15752176] [ 0.39515861 0.61166258 0.47110995 0.45586912 0.39889812 0.49007281 0.47292405 0.71886152 0.64705882 0.35902959] [ 0.10037156] [ 0.47904457 0.58081479 0.47550997 0.51133663 0.38533988 0.68531179 0.42519969 0.52969579 0.53891965 0.64131759] [ 0.00621461] [ 0.29674383 0.60703668 0.49809473 0.58648059 0.44159593 0.71944127 0.47544818 0.45320691 0.51081203 0.54110345] [-0.31971813] [ 0.31820539 0.51723872 0.43237902 0.6465666 0.44404935 0.57717736 0.40531464 0.55602618 0.50284136 0.3346117 ] [ 0.09273352] [ 0.42392443 0.64187637 0.41323778 0.70823558 0.48419226 0.54914751 0.39522448 0.54250856 0.5368298 0.63214928] [ 0.29956271] [ 0.30893011 0.59817501 0.41657115 0.6184307 0.45573661 0.62620422 0.48953867 0.63645772 0.4110095 0.43698906] [-0.06665124] [ 0.37087121 0.64431487 0.45046037 0.56833258 0.41179063 0.60896083 0.4044679 0.44737659 0.53554422 0.55523183] [ 0.49494518] [ 0.26293945 0.59188341 0.44364503 0.58625661 0.40107604 0.73014265 0.31721649 0.35076008 0.40645888 0.57019299] [ 0.23952015] [ 0.35055596 0.71204254 0.41876566 0.6502269 0.42709394 0.60979858 0.3925033 0.4399241 0.54846123 0.71282505] [ 0.11943259] [ 0.25102993 0.53770402 0.54792388 0.44496444 0.46826278 0.73576827 0.50223133 0.46497003 0.45651817 0.56599585] [-0.01357429] [ 0.39410574 0.72049177 0.38161104 0.63163049 0.32945714 0.67061345 0.53040622 0.65750196 0.46877796 0.41996152] [-0.32644474] [ 0.55112348 0.57372992 0.48360619 0.41666352 0.53810293 0.64365089 0.44584759 0.50085854 0.38284115 0.61407414] [ 0.2767211] [ 0.2862185 0.71731016 0.38313543 0.50192916 0.36814258 0.68652182 0.40285041 0.49831684 0.4488221 0.53549599] [ 1.43101225] [ 0.34923441 0.6369628 0.50597241 0.62918139 0.39024934 0.50451095 0.32744676 0.5697459 0.66569694 0.44489647] [-0.33549851] [ 0.66644387 0.65615813 0.42602168 0.40007652 0.43706168 0.47439893 0.55684321 0.50932351 0.54710403 0.52222557] [ 0.31636507] [ 0.46608878 0.3974467 0.52631418 0.5027011 0.2625988 0.41295831 0.46439558 0.70556582 0.44299548 0.30166575] [ 0.44879201] [ 0.17084892 0.50643728 0.49499539 0.69241691 0.39505139 0.66278478 0.31672552 0.34860045 0.41118794 0.54802465] [ 0.25508318] [ 0.5358431 0.74067746 0.4333106 0.44205242 0.36760211 0.4949334 0.49125875 0.49573936 0.6607091 0.58678649] [-0.69132295] [ 0.50622631 0.77574448 0.43333873 0.56206026 0.26197467 0.49030793 0.44077272 0.50818413 0.60364029 0.56140719] [ 0.25019181] [ 0.38834415 0.46942909 0.56232244 0.38232773 0.51075271 0.47677365 0.47548493 0.39662344 0.46511665 0.50901265] [-0.21666109] [ 0.49273751 0.77894043 0.36665617 0.70651216 0.25062237 0.53265404 0.34220212 0.40613498 0.56642199 0.65679826] [ 0.3802778] [ 0.29581894 0.75264576 0.33801961 0.71063742 0.26462339 0.60949212 0.37520535 0.44436843 0.55024182 0.59144254] [ 0.33190583] [ 0.3303944 0.57422039 0.51830221 0.50837138 0.42875062 0.68305446 0.45079926 0.5117459 0.41585723 0.5432978 ] [ 0.07050552] [ 0.44975864 0.71862115 0.3129925 0.63078712 0.36040322 0.65385317 0.37031486 0.39938273 0.5477507 0.66617592] [ 0.1844583] [ 0.23494004 0.41424946 0.63410068 0.44071075 0.55707722 0.67994213 0.46203703 0.35225828 0.42085506 0.49912942] [-0.28520645] [ 0.51594356 0.35301172 0.57446189 0.4085152 0.52097913 0.62888656 0.4459651 0.54106497 0.3329166 0.48662532] [-0.83036728] [ 0.2829437 0.51357563 0.60430268 0.44381399 0.40345212 0.52033166 0.4875492 0.53179544 0.54893677 0.38213756] [-0.76636026] [ 0.46858989 0.58391007 0.58799516 0.40432768 0.36371507 0.44348704 0.4783243 0.69779691 0.57840895 0.44456165] [-0.11289668] [ 0.40074097 0.33280758 0.59283452 0.38234888 0.47078453 0.64470487 0.52548296 0.47594956 0.32560857 0.41855965] [ 0.71751927] [ 0.1530488 0.30076192 0.6298153 0.44233046 0.65202047 0.67394816 0.40326672 0.20796017 0.25685519 0.5348468 ] [ 0.13691853] [ 0.33647773 0.79132367 0.27664948 0.65136603 0.3967373 0.56448834 0.39247012 0.37061953 0.54154633 0.66198462] [ 0.44674959] [ 0.33110968 0.56808146 0.63515017 0.44608706 0.54596235 0.56602424 0.44877867 0.36744258 0.55860752 0.52762953] [ 0.95908613] [ 0.23816724 0.71128073 0.46435619 0.5287521 0.38523382 0.5041491 0.37726843 0.52441674 0.55814496 0.52217351] [-0.02526006] [ 0.45628137 0.66721863 0.44202114 0.61504998 0.36835486 0.5664407 0.34425634 0.43511255 0.45770221 0.69636122] [ 0.21269251] [ 0.40642393 0.61939527 0.51804299 0.50129587 0.42094142 0.61342793 0.46808819 0.58873506 0.5298937 0.48267023] [ 1.11199315] [ 0.35425186 0.6335474 0.52036624 0.54670775 0.42037237 0.60265325 0.39054631 0.51015561 0.50037491 0.47798382] [ 0.14397109] [ 0.53893219 0.18599137 0.79521672 0.23824284 0.60125334 0.51819831 0.48420308 0.41486316 0.3674776 0.44217674] [-0.07170838] [ 0.45631138 0.72114668 0.31565723 0.69540687 0.31049501 0.57002201 0.39727332 0.45281723 0.53061282 0.60578146] [-0.47927474] [ 0.57050007 0.57641451 0.44606331 0.48555307 0.32593404 0.47349812 0.4734882 0.48312203 0.52865897 0.51565107] [-0.83204771] [ 0.50383147 0.70614776 0.41503296 0.61930506 0.26519067 0.3794155 0.49245425 0.63721206 0.51672691 0.69943101] [ 0.33268043] [ 0.23243943 0.44258362 0.6147969 0.49352333 0.46098409 0.70780192 0.36284042 0.36170305 0.39746695 0.56721739] [-0.47300147] [ 0.59037241 0.59309611 0.53473104 0.55296795 0.53847197 0.53556858 0.43780658 0.44852399 0.40730208 0.55007297] [-0.59343733] [ 0.79739427 0.45036324 0.59947051 0.25925132 0.42259316 0.51476403 0.4796583 0.53414004 0.52761753 0.50149253] [-0.7068636] [ 0.80661406 0.72174823 0.46682002 0.40250239 0.25373433 0.3977345 0.5359718 0.45675755 0.63449104 0.43390011] [ 0.19682051] [ 0.55048435 0.58691749 0.5624749 0.32048266 0.40248608 0.45786522 0.49951057 0.54766468 0.47776383 0.50912446] [-0.14360988] [ 0.54796117 0.33296314 0.58117509 0.29787352 0.46874948 0.54200051 0.39753561 0.56500905 0.33249439 0.42069222] [ 0.15091694] [ 0.60272153 0.60300874 0.44194862 0.55195304 0.31176919 0.36406349 0.42540176 0.47710078 0.65987849 0.50859245] [ 0.33646037] [ 0.33725062 0.74700414 0.33951196 0.62356651 0.34294194 0.61465659 0.34791403 0.52123119 0.5680049 0.661025 ] [-0.42690154] [ 0.65100345 0.77251428 0.53858011 0.43219957 0.4395197 0.6055459 0.55283397 0.56438828 0.69134457 0.61186055] [ 0.08876863] [ 0.59385181 0.56767207 0.63313695 0.44480468 0.50070626 0.59174276 0.46762897 0.60992775 0.6065436 0.57097563] [-0.16653972] [ 0.32289203 0.36271563 0.74353255 0.43137469 0.47415369 0.61171026 0.41129752 0.37533064 0.44927726 0.46625476] [ 0.46579656] [ 0.57416731 0.59293051 0.55971234 0.40383549 0.37833486 0.37566249 0.47350702 0.54749086 0.62495214 0.43167548] [ 0.31691373] [ 0.41617447 0.62446376 0.44054938 0.61275365 0.50531193 0.63128897 0.42049856 0.51896532 0.52906476 0.58219371] [ 0.21173536] [ 0.24801663 0.47306063 0.46450748 0.58264137 0.48283005 0.6322065 0.37191066 0.48455035 0.50051961 0.55483716] [-0.87926864] [ 0.75228185 0.60743016 0.56526885 0.42862221 0.22056096 0.32722099 0.52472999 0.60101122 0.58828208 0.37664043] [-0.05788468] [ 0.27167706 0.56071699 0.48226395 0.4848816 0.44353933 0.63528664 0.45539159 0.34360661 0.56367891 0.51024242] [-0.37746567] [ 0.60056602 0.7145991 0.41470273 0.53217439 0.27071063 0.62780754 0.3912066 0.47011274 0.58970503 0.5816817 ] [ 0.22034846] [ 0.37080868 0.4258298 0.69005583 0.43136564 0.56337352 0.54938919 0.45533351 0.36874083 0.4917785 0.47430902] [-0.05315711] [ 0.36836498 0.6135212 0.47088497 0.536625 0.42733191 0.7364226 0.43024298 0.49811869 0.51479672 0.594474 ] [ 1.12130551] [ 0.59026198 0.74633162 0.50684583 0.46805298 0.41434282 0.44191911 0.56616503 0.69013594 0.69362808 0.44350697] [ 1.38278575] [ 0.55710271 0.6246636 0.53100939 0.44857906 0.33674275 0.39884207 0.39184781 0.47088594 0.54986889 0.42691046] [-0.24405642] [ 0.5790816 0.6000498 0.49821727 0.38876437 0.3856691 0.52107671 0.41085431 0.61317214 0.49219977 0.57622067] [ 0.50696409] [ 0.22509585 0.5164982 0.46618975 0.69014784 0.40636091 0.74304687 0.31372278 0.39378775 0.44184612 0.57045735] [-1.29963171] [ 0.4985645 0.49437347 0.61504172 0.34075313 0.44251064 0.43526799 0.49283042 0.57200197 0.562103 0.39691104] [ 1.77236623] [ 0.48421757 0.80702048 0.38936118 0.54601745 0.21383468 0.432133 0.44714826 0.64276581 0.59060439 0.48765146] [-0.36878832] [ 0.49601708 0.51017143 0.64886574 0.47104585 0.55379083 0.59627252 0.38375395 0.41232309 0.41508229 0.50026099] [-0.17076009] [ 0.57119566 0.58328391 0.52178822 0.48526804 0.31034974 0.50567689 0.57117031 0.47680327 0.5547922 0.5476496 ] [ 0.34501531] [ 0.33333345 0.61203873 0.52745978 0.41041975 0.49624809 0.78727864 0.35467435 0.4805242 0.4916565 0.70692886] [-0.11486266] [ 0.68996634 0.48351707 0.57573516 0.3194273 0.46436288 0.41486807 0.45224383 0.46020588 0.50121933 0.58077646] [-0.1234803] [ 0.54333208 0.62660367 0.52862569 0.38932952 0.47850114 0.56016774 0.56514418 0.55759758 0.53327232 0.56056362] [-0.29740204] [ 0.19023933 0.47304401 0.44718717 0.54461916 0.4954411 0.58752213 0.44309136 0.54445614 0.38746156 0.35566171] [ 1.89879242] [ 0.64854032 0.6149775 0.57404365 0.39749454 0.43666374 0.3456116 0.57286194 0.68758035 0.63849484 0.31393493] [-0.6778192] [ 0.31500789 0.34825018 0.54388107 0.43624634 0.43215653 0.33675557 0.50691624 0.55390432 0.47053145 0.49948883] [ 0.40632739] [ 0.23710627 0.58262828 0.45824885 0.39469044 0.57341348 0.68203503 0.40071369 0.40967312 0.5007037 0.65460237] [ 0.48633208] [ 0.2961571 0.44650101 0.61966701 0.50926296 0.57674777 0.69164932 0.42659502 0.25940559 0.33345311 0.58366487] [ 0.28118241] [ 0.27973758 0.69980402 0.43716324 0.66116184 0.38881135 0.68284715 0.38103968 0.49554389 0.40650745 0.66687892] [ 1.40405712] [ 0.68382621 0.76975609 0.47281873 0.49619397 0.33497358 0.31453338 0.60336411 0.69996499 0.7095634 0.43370998] [-0.27259575] [ 0.27771865 0.646341 0.55414677 0.47093686 0.42128599 0.5644961 0.42828379 0.47892956 0.4833877 0.53795966] [ 0.2175396] [ 0.25798207 0.57788412 0.43340526 0.65495667 0.43136286 0.6354676 0.37759777 0.35142887 0.51801478 0.54205215] [ 0.57806621] [ 0.36214445 0.40478138 0.56154204 0.32711588 0.4054231 0.55929152 0.36760399 0.43739272 0.32649197 0.36658352] [ 0.12401915] [ 0.19797266 0.51750021 0.54690781 0.64421136 0.32236706 0.74338299 0.39806755 0.44762625 0.5592682 0.50919782] [ 0.21864307] [ 0.3542309 0.46862933 0.55174733 0.35179386 0.55407241 0.66124062 0.43246411 0.32911167 0.38361098 0.52344172] [ 1.22431911] [ 0.67629069 0.7124314 0.45612182 0.49922562 0.36945697 0.33003083 0.65251449 0.63685301 0.74390703 0.27264602] [ 1.25227587] [ 0.63798092 0.5889824 0.59007475 0.51328143 0.38255786 0.55842243 0.43387153 0.54593195 0.48336975 0.49156297] [-0.00689277] [ 0.52363375 0.6524092 0.53884348 0.42466635 0.47924536 0.51780905 0.65887327 0.49681256 0.59779922 0.54213911] [ 0.22107775] [ 0.66055651 0.6288146 0.61441957 0.32558857 0.43170512 0.51120745 0.56329558 0.47927014 0.64673244 0.59558907] [-0.1728756] [ 0.42939403 0.55773715 0.52314941 0.43744018 0.475375 0.7182737 0.46291836 0.47239012 0.48226328 0.58441834] [ 1.06768571] [ 0.79429152 0.67000831 0.64071342 0.31535884 0.4049777 0.39958173 0.67417388 0.67489493 0.62863099 0.4131425 ] [ 0.19473302] [ 0.27438828 0.64634043 0.38381659 0.60721476 0.3030486 0.67090751 0.35244057 0.55291448 0.51135178 0.55244999] [ 0.32391762] [ 0.51176621 0.59868208 0.5516094 0.43726118 0.38569579 0.46223285 0.52365517 0.4881404 0.54746563 0.4731118 ] [ 0.25832581] [ 0.41576589 0.74293017 0.46189659 0.62239671 0.38753366 0.66944671 0.43569362 0.51124835 0.58316867 0.64158989] [ 0.20303432] [ 0.25208793 0.49125139 0.48194079 0.63515804 0.45834886 0.55724299 0.39063555 0.40261428 0.48268865 0.48213744] [ 1.07760248] [ 0.49501576 0.6496516 0.49039926 0.43543637 0.35936959 0.54960036 0.39858997 0.59235075 0.48686789 0.54680734] [ 1.83216744] [ 0.73865036 0.51518853 0.56437372 0.44071233 0.371811 0.40598155 0.51285911 0.57270517 0.46264572 0.44674403] [ 0.04921461] [ 0.38233949 0.73052102 0.29812107 0.69637839 0.27679506 0.41636325 0.53047187 0.65765462 0.59006678 0.6499468 ] Progress: 55.4% ... Training loss: 0.313 ... Validation loss: 0.501[-0.15734852] [ 0.43802824 0.34991994 0.67323735 0.18628097 0.40403697 0.37564768 0.58185273 0.55672819 0.52954011 0.24525192] [-0.38096933] [ 0.38026627 0.62017843 0.50722471 0.56895121 0.38206209 0.62184716 0.46791584 0.45337738 0.50520183 0.59020831] [ 0.52824628] [ 0.51798017 0.38747509 0.65309775 0.29419739 0.52732313 0.43494977 0.43276095 0.51116797 0.43505774 0.48071572] [ 0.02012692] [ 0.14295276 0.5114028 0.42836228 0.6781184 0.39700577 0.56570324 0.31243458 0.39200303 0.4801073 0.4158131 ] [-0.51783963] [ 0.28444065 0.59062218 0.58562791 0.48865643 0.39370721 0.56220313 0.39687998 0.45290621 0.44537451 0.49588512] [ 0.27174471] [ 0.21918104 0.69396793 0.41206343 0.67999904 0.47031228 0.74590983 0.35984739 0.57390155 0.5784138 0.67722723] [-0.06960143] [ 0.60173008 0.71447602 0.37660916 0.39372513 0.37491674 0.45663789 0.43642051 0.47416153 0.57406408 0.46329404] [ 1.38500101] [ 0.51508388 0.3247247 0.60826131 0.40858027 0.44146848 0.42967637 0.5144086 0.59472596 0.48183337 0.28390126] [-0.10876979] [ 0.66347324 0.65181214 0.50675744 0.39243062 0.4326492 0.54361562 0.5435497 0.57408878 0.49152838 0.63074318] [ 0.6322695] [ 0.63361699 0.70137492 0.55138558 0.45010251 0.41755372 0.49972206 0.52811887 0.63572371 0.63143311 0.50807634] [ 0.63499425] [ 0.6895563 0.70806869 0.55583642 0.39533061 0.35601603 0.56331935 0.57974845 0.57427952 0.58211643 0.55130751] [ 1.1621677] [ 0.70416304 0.55156034 0.66091136 0.32013029 0.38035409 0.32336229 0.52893574 0.7454945 0.54469753 0.32918201] [-1.50573222] [ 0.54074763 0.50113863 0.46227537 0.41914268 0.35667815 0.22605012 0.52192478 0.59552073 0.6126334 0.22621152] [-0.05371636] [ 0.45007579 0.65350299 0.46584591 0.63756076 0.56709545 0.72058569 0.44771169 0.49234515 0.48750116 0.57365216] [ 0.47957986] [ 0.67881863 0.52533029 0.55668894 0.40161929 0.34266417 0.3469217 0.6210394 0.60668588 0.63137867 0.33317972] [-0.67592686] [ 0.59750222 0.67530147 0.40850665 0.50578016 0.36340327 0.57180425 0.37979504 0.43527807 0.5068905 0.60946156] [ 0.23559562] [ 0.47502882 0.61130016 0.5061039 0.50728019 0.36658784 0.60526306 0.52152109 0.64525687 0.48770406 0.49302255] [-0.03241906] [ 0.33724408 0.68118677 0.40234714 0.56634624 0.44456608 0.76742176 0.3642959 0.609508 0.42092067 0.64052578] [ 0.12911952] [ 0.36075543 0.60012757 0.44587692 0.32002416 0.39756482 0.53545 0.40327394 0.45205198 0.51584681 0.47765278] [-0.50016991] [ 0.46129563 0.44206224 0.60476091 0.37077672 0.45589232 0.54639627 0.57270503 0.57337577 0.45566666 0.44864147] [-0.31783259] [ 0.35618787 0.76135341 0.39896447 0.63455739 0.22523401 0.54218983 0.39054218 0.47602419 0.64326071 0.53101526] [-0.27871351] [ 0.48335651 0.47635014 0.61465411 0.30762751 0.49869416 0.55785393 0.43499478 0.47457812 0.40461194 0.63484898] [ 0.47377709] [ 0.21756255 0.45469169 0.53211901 0.47817177 0.45526033 0.68163563 0.28431035 0.34803227 0.30400701 0.47236767] [-0.63350619] [ 0.32023109 0.39354787 0.58934557 0.38952496 0.33483444 0.56689079 0.4491725 0.61888186 0.51944304 0.33355498] [ 1.86750185] [ 0.70518026 0.48194045 0.59362514 0.33556732 0.31194247 0.37616301 0.46747662 0.48715121 0.52213254 0.37122251] [ 1.27663617] [ 0.75675091 0.56782624 0.62835604 0.32793265 0.43505458 0.47073793 0.57250558 0.54953949 0.61858372 0.43201206] [ 0.10441763] [ 0.30311352 0.38748191 0.718968 0.42795523 0.51923755 0.73094445 0.46168442 0.34766682 0.36032184 0.49560164] [-0.07283018] [ 0.42935043 0.66295418 0.37107161 0.55063228 0.30501496 0.57395914 0.33872602 0.47778741 0.49991353 0.53768258] [ 0.17763147] [ 0.58938575 0.39379956 0.56077193 0.36929917 0.48726547 0.58020821 0.571042 0.49697342 0.49435723 0.45009486] [ 0.51532703] [ 0.28914916 0.67005205 0.3924388 0.45850647 0.32182036 0.44463803 0.46256107 0.67552649 0.61721143 0.30859183] [ 1.12033528] [ 0.72395692 0.47001485 0.58276832 0.23412488 0.29467396 0.24484506 0.55146276 0.69639784 0.58178825 0.27527197] [-0.47733184] [ 0.44450124 0.58665484 0.43624145 0.56134739 0.40104353 0.59490844 0.50664943 0.48919668 0.48711545 0.45606297] [ 0.327082] [ 0.49008465 0.55518877 0.5239408 0.58849464 0.29224545 0.50142628 0.47121493 0.4143596 0.50700189 0.51992404] [-0.40124319] [ 0.39449793 0.28570027 0.71805359 0.43288303 0.44677307 0.57293402 0.49661158 0.45384109 0.43327442 0.34895557] [-0.31615308] [ 0.27788792 0.31795207 0.64283952 0.39459901 0.61787892 0.58212417 0.49343889 0.29113272 0.40007999 0.40793938] [ 1.4831901] [ 0.86857524 0.63595638 0.62510707 0.21914109 0.37552874 0.2755788 0.61819554 0.74103115 0.65163671 0.3352732 ] [ 0.30573046] [ 0.58253467 0.59392741 0.50161394 0.41262926 0.35681135 0.39037194 0.52889195 0.54570866 0.5343526 0.46970514] [-0.23155441] [ 0.66340112 0.65772987 0.38990891 0.45931323 0.30100455 0.43405267 0.42857706 0.44317294 0.51667994 0.55308638] [-1.16415891] [ 0.7033432 0.33421477 0.69263151 0.16369638 0.4377135 0.40191937 0.53184336 0.68668778 0.49815094 0.29722674] [-0.24330643] [ 0.33429975 0.71195694 0.29787445 0.63999496 0.36052318 0.39610551 0.35578377 0.50286894 0.58973262 0.56098656] [ 0.33608143] [ 0.2947879 0.55378306 0.50335551 0.5627311 0.40537912 0.45179249 0.44229322 0.46810271 0.51579634 0.32554411] [-0.21178275] [ 0.7580823 0.63009708 0.5139057 0.47225783 0.27434847 0.41512091 0.46385911 0.45621975 0.56164704 0.55394719] [ 0.39884828] [ 0.39885712 0.61604687 0.41561517 0.54339658 0.36671547 0.35502648 0.56539627 0.67178966 0.56900239 0.34992412] [-0.22968934] [ 0.4582867 0.67926561 0.48025969 0.52867127 0.52021164 0.59144351 0.51180592 0.32832084 0.47753549 0.60417524] [ 0.45327095] [ 0.16044477 0.41182114 0.56165674 0.54549541 0.45326206 0.62877974 0.35745314 0.47614794 0.34676364 0.3893664 ] [ 0.65841056] [ 0.37049856 0.36989177 0.55629348 0.4271476 0.39585235 0.33916599 0.55256232 0.56810103 0.55125111 0.21044639] [-0.34641422] [ 0.39026283 0.28848529 0.71757563 0.36472902 0.50867914 0.52520482 0.44454494 0.45013387 0.3574857 0.36420941] [-0.48835357] [ 0.78475027 0.56279069 0.61699165 0.35742686 0.43118727 0.59702818 0.50142485 0.62126189 0.48210204 0.52276244] [-0.6329935] [ 0.51854951 0.63804666 0.58064215 0.45139205 0.42891515 0.64449316 0.50676242 0.48436129 0.50353419 0.54828424] [ 0.03877289] [ 0.59815604 0.66149746 0.45214386 0.41850352 0.31662932 0.35570183 0.42215958 0.53415462 0.51510791 0.51933101] [-0.23724664] [ 0.58865883 0.51972437 0.45098346 0.50013636 0.27645598 0.30372945 0.43343658 0.39656841 0.61042894 0.28768509] [ 0.10115187] [ 0.39715392 0.62562587 0.41003092 0.47016854 0.3236279 0.57064279 0.4073834 0.49364879 0.44686808 0.54124341] [ 0.34538129] [ 0.28567334 0.56946406 0.5377234 0.48353947 0.49712966 0.77873159 0.35983672 0.41533703 0.40831232 0.68323264] [-0.24164773] [ 0.36294884 0.17361852 0.77459255 0.33349862 0.51460297 0.66457965 0.36603073 0.4809725 0.35428675 0.38819893] [-0.70717438] [ 0.48760535 0.72068172 0.41605946 0.6900568 0.42468568 0.56298386 0.42324338 0.51833903 0.64154359 0.45871278] [-0.34020306] [ 0.46240806 0.24056109 0.72053433 0.4542715 0.39322765 0.6459395 0.37739199 0.5735114 0.44649227 0.38239059] [-0.20614892] [ 0.28912538 0.66721125 0.46968134 0.55670067 0.34603471 0.51933192 0.33989863 0.52662176 0.58920645 0.41916533] [-0.3183595] [ 0.51763008 0.66388035 0.38740371 0.64717878 0.29226471 0.43701197 0.37650481 0.47605013 0.55347563 0.59004787] [ 0.77384356] [ 0.65114199 0.55620425 0.54406813 0.55470094 0.44018941 0.44237246 0.45523622 0.54587719 0.53468219 0.47747765] [ 0.08305451] [ 0.36213488 0.5510572 0.58820375 0.60952207 0.41966348 0.49768924 0.40726229 0.49108596 0.54631373 0.58112146] [ 0.64128813] [ 0.68951489 0.68834215 0.52054678 0.42356391 0.40711339 0.46700299 0.57051816 0.51641786 0.613503 0.54361536] [ 0.30662257] [ 0.57858433 0.56628716 0.56140611 0.5058094 0.40058377 0.53881033 0.47317153 0.63369313 0.55687237 0.45133558] [-0.22570399] [ 0.32832959 0.48682329 0.55903627 0.51904242 0.48708398 0.6533168 0.35825864 0.44604974 0.47873948 0.51120614] [ 2.29996868] [ 0.53193419 0.6668326 0.49748951 0.43466584 0.3121807 0.49983612 0.43889575 0.60297197 0.60082514 0.47444638] [-0.37644508] [ 0.32729718 0.58850872 0.47001146 0.41001968 0.36494494 0.46524067 0.43233697 0.57879285 0.54173893 0.35560435] [-0.93927866] [ 0.58641506 0.65490135 0.37976591 0.54405629 0.39649494 0.58841693 0.41363012 0.61736764 0.56493022 0.429202 ] [-0.1406843] [ 0.51052634 0.4533594 0.62379058 0.40083258 0.59711086 0.60124523 0.38543007 0.51263427 0.49767092 0.49462849] [ 0.08017684] [ 0.27847432 0.35956276 0.62973609 0.35257529 0.49815353 0.59757326 0.44432929 0.34353672 0.34336713 0.52363687] [ 0.43954531] [ 0.73050164 0.58997384 0.53847921 0.52043995 0.24204311 0.35045179 0.53272351 0.61843468 0.60212387 0.35523614] [-0.27880677] [ 0.54554049 0.54390907 0.45627282 0.4676915 0.37178646 0.64754824 0.50299409 0.57377257 0.45301755 0.4920637 ] [ 0.0468597] [ 0.69781777 0.67808155 0.47310219 0.29332816 0.31377301 0.4588835 0.45491104 0.57320169 0.55120908 0.47353571] [-0.35596234] [ 0.36877428 0.45606812 0.58745501 0.42651734 0.46922537 0.67046914 0.41380859 0.45169333 0.51045323 0.55826296] [ 0.46859988] [ 0.61442652 0.51875123 0.53229729 0.40987579 0.28199527 0.43049763 0.48241924 0.57723635 0.56682763 0.38914893] [-0.53866748] [ 0.56533988 0.69909332 0.54157361 0.58108272 0.42299318 0.44684038 0.46981697 0.60790819 0.58202201 0.64514673] [-0.03297664] [ 0.22562789 0.50497857 0.5108059 0.47931478 0.52081313 0.68237612 0.39362954 0.41413986 0.41998997 0.48725801] [ 0.58913404] [ 0.22029415 0.28072186 0.69217175 0.408305 0.60867212 0.75979893 0.31275115 0.29495045 0.24644784 0.58788933] [-0.33452169] [ 0.53108502 0.57959866 0.53423625 0.39780817 0.42823371 0.65525547 0.42321779 0.68218129 0.64079615 0.55053602] [ 0.06191916] [ 0.34938915 0.82199791 0.44865622 0.60700081 0.38611432 0.72307419 0.49195325 0.48737219 0.70102748 0.69542793] [-0.68015837] [ 0.59801673 0.71272938 0.43085147 0.5684584 0.26288869 0.62472003 0.36909285 0.44348416 0.54889474 0.57261434] [-0.11218579] [ 0.35324951 0.34100548 0.50633363 0.52673006 0.48188385 0.56362561 0.35783985 0.38788902 0.43785821 0.35082471] [-0.09935982] [ 0.37378278 0.56321923 0.52813522 0.48604211 0.49972134 0.61726014 0.38954037 0.50038177 0.56831905 0.52230002] [ 0.68166019] [ 0.59412387 0.67870366 0.57235165 0.53221493 0.51607026 0.5342066 0.41537462 0.5507634 0.61109095 0.54798713] [ 0.65496835] [ 0.61036983 0.40092023 0.65136276 0.36540361 0.53290187 0.46339172 0.59469497 0.71208521 0.41174233 0.33400035] [-0.1699143] [ 0.57089212 0.6576869 0.42157421 0.39189252 0.35783194 0.64334421 0.39978247 0.62008302 0.56777728 0.53446136] [-0.37165825] [ 0.44430919 0.68311507 0.35126117 0.59796686 0.43111598 0.51388019 0.44664633 0.32791854 0.44005635 0.53560297] [-0.40062592] [ 0.50896123 0.57194912 0.47689273 0.44144564 0.47496843 0.7244631 0.54001394 0.46253338 0.53691628 0.61015153] [ 0.11117029] [ 0.12856058 0.46824502 0.47364813 0.69348605 0.36133177 0.63516411 0.30785634 0.40468322 0.47312801 0.40297987] [-0.16442165] [ 0.35857703 0.44064256 0.62143635 0.32074076 0.4953218 0.47475717 0.5171846 0.49496243 0.46996356 0.3891177 ] [-0.25649595] [ 0.41262611 0.63494328 0.52350832 0.5961577 0.29732309 0.62938963 0.38733934 0.37136009 0.47928263 0.55671794] [-0.19349601] [ 0.56779171 0.78558548 0.4179839 0.44018778 0.3603273 0.49253547 0.51720402 0.65700515 0.58463632 0.56479594] [-0.74576932] [ 0.40040322 0.68457444 0.43176861 0.58151634 0.38874035 0.56845346 0.49380231 0.59331042 0.66297143 0.44912601] [ 0.11117029] [ 0.12856058 0.46824502 0.47364813 0.69348605 0.36133177 0.63516411 0.30785634 0.40468322 0.47312801 0.40297987] [ 0.50967653] [ 0.73909335 0.62284114 0.60707483 0.34928743 0.35022387 0.28637139 0.52833801 0.73385623 0.66952414 0.29388205] [ 0.38034643] [ 0.3952767 0.60290328 0.53282559 0.31175509 0.44139445 0.54274745 0.37430807 0.48731725 0.55580068 0.47748413] [ 0.22952345] [ 0.21726527 0.52466198 0.53026411 0.57209842 0.40986229 0.78177374 0.33954764 0.49174095 0.45235253 0.6085256 ] [-0.15455447] [ 0.40853954 0.53981074 0.48089961 0.6111038 0.46283537 0.60301441 0.46390551 0.52495877 0.58603119 0.4939608 ] [-0.19933023] [ 0.31062223 0.6559671 0.41277239 0.6202479 0.42142908 0.75294008 0.49719868 0.55465649 0.53457418 0.52765373] [-0.79302112] [ 0.66627883 0.73531159 0.47804366 0.54105549 0.39965751 0.52534337 0.54551454 0.57396478 0.6521535 0.50877782] [ 0.58639567] [ 0.22960949 0.35704771 0.5898764 0.52923137 0.54228125 0.66329904 0.43020432 0.29355293 0.3316556 0.71677643] [ 0.67624873] [ 0.73766839 0.45057177 0.70247403 0.37053574 0.55920744 0.41457111 0.43270325 0.48717369 0.49520709 0.3827512 ] [ 0.40995315] [ 0.54001955 0.34673347 0.55969323 0.40062282 0.37429417 0.51467703 0.47715819 0.78801395 0.50523079 0.27312219] [-0.42829778] [ 0.23861666 0.43062438 0.52835382 0.6785193 0.41532459 0.62268572 0.50140256 0.50036933 0.44375843 0.35194191] [-0.57150752] [ 0.41606885 0.46865844 0.54501806 0.46244171 0.48590942 0.53103064 0.57912862 0.43764106 0.42733008 0.4843782 ] [ 0.77381931] [ 0.62425894 0.78220042 0.49116616 0.62954103 0.36071573 0.43109941 0.46420845 0.66882303 0.6460153 0.4145128 ] [-1.2569683] [ 0.42017228 0.75488606 0.42417047 0.56289851 0.26938449 0.42871392 0.5280457 0.70045819 0.64477154 0.33978902] [-0.12863467] [ 0.38597741 0.62909477 0.40230972 0.55943346 0.46067246 0.63959655 0.51795035 0.60548825 0.44899093 0.58144351] [-0.51693709] [ 0.474335 0.61188276 0.4327007 0.49456249 0.42330058 0.61067299 0.48495769 0.62896618 0.49259208 0.55371813] [ 0.46173683] [ 0.50491628 0.55267112 0.48953273 0.5676083 0.29849451 0.39095329 0.47265465 0.47107655 0.65587644 0.36236636] [-0.20485348] [ 0.4754629 0.46938788 0.57962508 0.46376839 0.46300633 0.65174879 0.41914758 0.59843467 0.42853875 0.45278179] [ 0.31776044] [ 0.71946914 0.52839026 0.61562133 0.29800802 0.39421333 0.4304234 0.62636668 0.69529198 0.46734688 0.42554437] [ 0.3085782] [ 0.78553523 0.36222944 0.6815138 0.18201018 0.42351844 0.27881055 0.63803237 0.66792528 0.46527891 0.27463182] [-0.05085993] [ 0.22445979 0.50548767 0.43341674 0.44909013 0.39635511 0.57737957 0.5000476 0.45946095 0.47640962 0.46228299] [ 1.51828136] [ 0.59199029 0.46610441 0.6234034 0.31321893 0.40093641 0.50474935 0.48771031 0.56033262 0.45726843 0.4359558 ] [-0.56667468] [ 0.61637384 0.59871377 0.54525652 0.54483788 0.50400675 0.55135206 0.52708254 0.47901395 0.63052838 0.45644661] [-0.05824941] [ 0.34680048 0.26663488 0.67318906 0.30956288 0.48988445 0.57660921 0.47722467 0.38728989 0.46319753 0.3268452 ] [-0.48649107] [ 0.5211163 0.48646998 0.47870904 0.59257721 0.53157313 0.64513253 0.4139624 0.63558228 0.41982974 0.45436908] [-0.31711505] [ 0.34060171 0.47906102 0.45752768 0.5653492 0.48611413 0.627051 0.47253042 0.47833763 0.44389683 0.44777846] [ 0.05868486] [ 0.42247995 0.47214021 0.65760312 0.41872859 0.54830989 0.51288598 0.41424292 0.49391116 0.51191765 0.6298298 ] [-0.22076482] [ 0.36853103 0.49820978 0.5527455 0.34274341 0.50704175 0.53770587 0.48754283 0.44455946 0.44787207 0.52479776] [-0.23269482] [ 0.35087672 0.61844714 0.45283772 0.57391666 0.31868271 0.55361488 0.37018128 0.47511502 0.46636258 0.56899282] [-0.40526191] [ 0.60603419 0.54504103 0.67672509 0.23645418 0.5382893 0.53741414 0.50557025 0.59311923 0.52654949 0.5115645 ] [ 0.4388977] [ 0.46133624 0.72721527 0.3828477 0.42022551 0.25756478 0.3379929 0.43098026 0.72826125 0.62834513 0.40685624] [-0.54004933] [ 0.61829749 0.67825298 0.56339933 0.33178428 0.46878542 0.5232733 0.44472679 0.6037569 0.62090389 0.5359934 ] [-0.36812848] [ 0.42302063 0.78803252 0.44211537 0.63683964 0.31935354 0.6172977 0.39163215 0.64174947 0.66244914 0.5699613 ] [-0.34149173] [ 0.33409085 0.63176609 0.3170274 0.70695884 0.32783755 0.48056421 0.39036428 0.58824839 0.44656467 0.53259812] [ 0.8740895] [ 0.75381022 0.59045756 0.61573547 0.25187834 0.33614281 0.38786285 0.63177054 0.64961873 0.59528783 0.45746352] [-0.80603117] [ 0.39038446 0.59757726 0.5379767 0.54630699 0.27521358 0.50664949 0.4019488 0.4885299 0.44063059 0.42529385] [-0.06082504] [ 0.16757533 0.45325741 0.53320488 0.52051229 0.4717774 0.59504759 0.51235262 0.41464285 0.46698207 0.48557 ] Progress: 55.7% ... Training loss: 0.318 ... Validation loss: 0.490[-0.49066757] [ 0.48699253 0.58996885 0.55835604 0.26667792 0.49631641 0.57815324 0.43064288 0.53486891 0.58478398 0.55562537] [-0.50080062] [ 0.53658574 0.30986998 0.72801453 0.28440922 0.37652961 0.44660058 0.57875894 0.55751056 0.49353039 0.28305429] [-1.3944396] [ 0.52730653 0.41953602 0.55988824 0.41045008 0.35096621 0.41896392 0.48873906 0.72836748 0.54633438 0.25978545] [-0.31722513] [ 0.73115923 0.65531004 0.5431495 0.50252418 0.37683698 0.39883066 0.50339368 0.68680687 0.61047321 0.46441593] [-1.03103488] [ 0.85229009 0.65405617 0.57682139 0.41643344 0.41870427 0.49715723 0.51929161 0.69172188 0.58462222 0.5781475 ] [-0.09376139] [ 0.36876618 0.58897613 0.55191474 0.51633043 0.38259001 0.64951655 0.40416613 0.56051357 0.50026347 0.51952203] [ 1.11784324] [ 0.61818685 0.75353901 0.4082424 0.58412292 0.30150761 0.43579604 0.46933899 0.52769272 0.7130961 0.78342414] [-0.70826593] [ 0.45555052 0.43500066 0.70045438 0.36530007 0.39923423 0.48500677 0.53060965 0.57549191 0.48679142 0.34217144] [-0.71985905] [ 0.62266031 0.5822111 0.63742537 0.2298676 0.55380346 0.50580478 0.46512001 0.55484418 0.55367957 0.51604873] [-1.15719016] [ 0.46408026 0.76391615 0.44000605 0.59047341 0.22880883 0.48219602 0.45593716 0.58414632 0.58118898 0.47690703] [-0.14536653] [ 0.59770267 0.50882331 0.58689146 0.34721063 0.31939342 0.32842243 0.55075871 0.63929837 0.52009632 0.25230476] [-0.63055823] [ 0.70523936 0.62148569 0.49267317 0.46333145 0.27343381 0.44109598 0.47282248 0.46662221 0.50643711 0.58918531] [-0.21720219] [ 0.71656761 0.4974687 0.60951474 0.4217548 0.24108625 0.32412526 0.50841027 0.59023984 0.5255143 0.3390389 ] [-0.37051869] [ 0.8574298 0.63905523 0.65352184 0.33412151 0.3555464 0.35130006 0.6996301 0.72704318 0.64576212 0.36313678] [-1.1821413] [ 0.55725948 0.43027036 0.55067733 0.28973525 0.36766274 0.40548176 0.4985459 0.69889158 0.59205526 0.27061013] [ 0.2465093] [ 0.53471259 0.52290822 0.50035679 0.27522612 0.30880228 0.44846227 0.44271456 0.72793175 0.52824122 0.30552875] [ 0.04795306] [ 0.69739035 0.6337385 0.58386668 0.44425396 0.43561433 0.42593767 0.58550146 0.62680276 0.57277462 0.46587678] [ 0.01906139] [ 0.25064237 0.32696647 0.58245967 0.40513802 0.5701729 0.74062974 0.47016079 0.50492914 0.45975451 0.64814617] [-0.75732568] [ 0.34808792 0.48684819 0.60426079 0.48959685 0.40262042 0.44539122 0.43940825 0.41987986 0.47453643 0.40041415] [ 0.05029773] [ 0.70380207 0.61692276 0.63598252 0.32291241 0.41795948 0.490775 0.58859034 0.63957781 0.67767884 0.47943145] [-0.3825501] [ 0.56582175 0.41940279 0.52105203 0.32225987 0.32163984 0.21812162 0.49167213 0.63360839 0.56537444 0.22337122] [ 0.12937468] [ 0.27393165 0.65979084 0.34246312 0.51923243 0.42996154 0.71932819 0.44469182 0.51439702 0.37960217 0.4831953 ] [ 0.05804454] [ 0.53568665 0.66503219 0.52875643 0.510272 0.41810689 0.44555294 0.44234282 0.48411161 0.64310412 0.51149792] [-0.25066358] [ 0.32043322 0.56974134 0.50377452 0.47225866 0.47623791 0.72516957 0.46104956 0.59702124 0.48285424 0.66895859] [-0.22226139] [ 0.63815923 0.61385819 0.5804548 0.39869831 0.27224772 0.37046056 0.58282962 0.74303908 0.52978802 0.31032714] [ 0.22352306] [ 0.26594324 0.73147749 0.43538302 0.63742996 0.4506128 0.67131164 0.39234587 0.64157805 0.47743786 0.56471256] [-0.1225463] [ 0.32648438 0.54987306 0.55874775 0.44017636 0.46626752 0.67535502 0.50535874 0.46335854 0.46978786 0.54448086] [ 0.19501124] [ 0.38744234 0.61989075 0.41504148 0.61072857 0.43825166 0.50318875 0.48182226 0.62852501 0.38776558 0.48935718] [-0.2134492] [ 0.32524607 0.56085436 0.37009121 0.58500077 0.4658053 0.5768843 0.39084473 0.64986873 0.53261626 0.47799351] [ 0.3409176] [ 0.1288666 0.57221046 0.55370758 0.63322601 0.43618212 0.72805281 0.34730905 0.39842083 0.41384147 0.57006261] [-0.4734182] [ 0.32848447 0.56915376 0.59057364 0.48396353 0.40910833 0.66740255 0.4662851 0.4952464 0.37488264 0.4773525 ] [ 0.14895014] [ 0.45684188 0.55108529 0.61351997 0.34591226 0.46414071 0.49709904 0.44280405 0.40456511 0.46365471 0.5605501 ] [-0.55303194] [ 0.49062483 0.71189743 0.37506522 0.57869786 0.29122769 0.55987579 0.40770032 0.35217178 0.56492622 0.5318506 ] [-0.02007025] [ 0.23569459 0.66422254 0.54667618 0.43148822 0.42082424 0.60686172 0.44877595 0.49489523 0.49621009 0.55238922] [ 0.19501124] [ 0.38744234 0.61989075 0.41504148 0.61072857 0.43825166 0.50318875 0.48182226 0.62852501 0.38776558 0.48935718] [-0.38189732] [ 0.55019921 0.63328467 0.39287471 0.49106811 0.51278237 0.72050614 0.45524805 0.5344216 0.45865004 0.66004276] [ 0.04350837] [ 0.35340236 0.73064595 0.45291343 0.69853401 0.52264566 0.62065523 0.37456304 0.43485384 0.47151815 0.65811685] [-0.27894499] [ 0.42891705 0.46249219 0.54723987 0.52520253 0.47713912 0.67934813 0.35729029 0.53785734 0.39523071 0.6126398 ] [ 0.15480795] [ 0.49124806 0.40137465 0.64867478 0.30587133 0.48722943 0.4730775 0.42383293 0.46078058 0.49702925 0.43991956] [-0.28861057] [ 0.66279584 0.65778517 0.53467631 0.50672128 0.305238 0.48107591 0.48144274 0.48169534 0.64338008 0.5471781 ] [-0.63241829] [ 0.61677561 0.53650005 0.61691177 0.35349205 0.4988167 0.49174313 0.5577851 0.5064035 0.3853739 0.54597283] [-0.18546516] [ 0.52820414 0.68949275 0.42989376 0.51295256 0.39503064 0.52125125 0.40669761 0.6834259 0.59218607 0.63911755] [-1.16127065] [ 0.32755766 0.62300604 0.54135558 0.4492041 0.3845597 0.44535582 0.471394 0.50687036 0.58765954 0.39130837] [-0.7375937] [ 0.6904023 0.63406437 0.49080189 0.49173238 0.27622349 0.50611727 0.48509199 0.43669688 0.55535865 0.48711263] [-0.24898087] [ 0.57374073 0.67166294 0.49808766 0.43602152 0.26104538 0.37515177 0.5383829 0.61342258 0.61690434 0.44393605] [-0.64931985] [ 0.44271959 0.6687922 0.43216337 0.57441709 0.29459261 0.47314388 0.39024636 0.51536018 0.49248763 0.59242645] [-0.03642931] [ 0.53338094 0.41684606 0.53952493 0.49494566 0.34714596 0.51793984 0.46227932 0.46418665 0.58705288 0.46444228] [-0.46698679] [ 0.37315363 0.66705976 0.51540077 0.49607845 0.38359932 0.53590846 0.50963718 0.52824147 0.49670263 0.48927563] [ 0.11876901] [ 0.33995175 0.59647083 0.52882708 0.52342956 0.4551398 0.71515501 0.45131845 0.39162375 0.4875365 0.63158176] [-0.47764477] [ 0.44543908 0.68441499 0.50766744 0.64285198 0.41310085 0.59235545 0.41803774 0.53372908 0.63519922 0.52968199] [ 0.29861197] [ 0.28540068 0.68335065 0.44434848 0.56225057 0.50210322 0.69457359 0.37013029 0.40340387 0.4535574 0.7152675 ] [ 0.03750645] [ 0.27783775 0.34446934 0.64029711 0.34776815 0.48032483 0.71351399 0.37864742 0.33219868 0.31280522 0.48727765] [ 0.00205129] [ 0.33137281 0.68120228 0.40013214 0.56973435 0.44845555 0.77476735 0.36072761 0.60110804 0.41664251 0.64822695] [-0.39196279] [ 0.46896362 0.71856331 0.35488827 0.67987962 0.30245662 0.58100817 0.34912103 0.40321331 0.50203004 0.58585642] [-0.88758014] [ 0.49611355 0.58377586 0.48854134 0.52789453 0.26285082 0.33302215 0.40876198 0.576899 0.59438923 0.32715658] [-0.10694405] [ 0.30777214 0.3833226 0.61342392 0.55421137 0.39891708 0.62487973 0.41520207 0.48658851 0.55964674 0.45036426] [ 0.13797869] [ 0.27585944 0.34206674 0.63607446 0.33530381 0.60018931 0.70550344 0.38305885 0.38697738 0.32099937 0.57998878] [ 0.22595574] [ 0.27167976 0.27070042 0.68900706 0.41047047 0.63350932 0.60522159 0.38495429 0.22132149 0.21492674 0.53092578] [-0.00767936] [ 0.28280704 0.58915125 0.47037004 0.59036926 0.44592701 0.4792485 0.4683905 0.41214903 0.52235545 0.58308362] [ 0.23842446] [ 0.43420483 0.48066063 0.50597376 0.4119957 0.48562418 0.53915752 0.50539485 0.40306146 0.52403182 0.54668427] [ 0.49671862] [ 0.8015442 0.64638136 0.56860429 0.30307737 0.24848076 0.28310129 0.63341009 0.72896515 0.67237325 0.34409167] [-0.85946707] [ 0.58810117 0.65718132 0.53514033 0.50014486 0.31214746 0.5672315 0.48613942 0.42955695 0.5318512 0.56043256] [-0.35011813] [ 0.43115773 0.55627281 0.47698597 0.35095811 0.41090214 0.59047435 0.39524449 0.51558423 0.51506332 0.44087923] [ 0.10297866] [ 0.22812486 0.41147923 0.5194648 0.47395804 0.42443506 0.70592533 0.37685428 0.33503565 0.38824393 0.45555715] [-0.48554708] [ 0.48015154 0.34985951 0.69188345 0.30872999 0.43551473 0.57162681 0.44242946 0.56705647 0.39069137 0.41577481] [-0.45260598] [ 0.57337995 0.64728342 0.5134219 0.47730879 0.46174014 0.60704068 0.47503907 0.54276441 0.53819948 0.58069606] [-0.12201631] [ 0.70382909 0.5237302 0.52515763 0.22588331 0.41519483 0.56241097 0.51254944 0.5023778 0.49798841 0.48999516] [-0.04741514] [ 0.48918817 0.61298223 0.42220737 0.43655875 0.35729593 0.31854297 0.47867299 0.47799057 0.56357489 0.49201167] [ 0.03716099] [ 0.26267 0.4993253 0.50768116 0.47528194 0.53633833 0.72873463 0.40902147 0.52441606 0.32712626 0.58367953] [ 0.08179282] [ 0.22839888 0.40540201 0.53676235 0.58549427 0.39149296 0.76087672 0.34281134 0.45415597 0.50737113 0.46980744] [ 1.00704869] [ 0.41303553 0.52511587 0.50467388 0.48049858 0.44392135 0.50719773 0.47367532 0.6853684 0.61138378 0.31297022] [ 0.30412464] [ 0.26900723 0.47164986 0.56882268 0.5720467 0.53464669 0.58295074 0.39695433 0.44032841 0.58259848 0.4766861 ] [-0.70373503] [ 0.5765314 0.55812262 0.47096301 0.4415 0.4558878 0.52962635 0.47722308 0.38462492 0.5306207 0.51549886] [ 0.02781041] [ 0.56776686 0.6689469 0.46023198 0.36456936 0.43542648 0.45333416 0.45734448 0.63762504 0.64747596 0.53340103] [-0.56513889] [ 0.66698345 0.79285474 0.54608125 0.3446314 0.48169188 0.52410156 0.59958284 0.56861526 0.64156016 0.61308578] [-0.14694455] [ 0.40628463 0.58372187 0.54058105 0.51608885 0.41142942 0.5282145 0.38102009 0.48558814 0.56098135 0.44799616] [-0.10109947] [ 0.38888 0.59280128 0.53686707 0.64703146 0.44079915 0.55941225 0.420053 0.52263176 0.53766307 0.3921165 ] [-0.2920217] [ 0.39830462 0.4335307 0.66612661 0.51449268 0.42705826 0.65764405 0.42191713 0.48115464 0.55990299 0.49306623] [ 0.03377412] [ 0.61229784 0.63778361 0.39663553 0.55196112 0.30713322 0.58600513 0.43163613 0.4128485 0.53502687 0.52190602] [-0.27687805] [ 0.32103272 0.41512909 0.67142499 0.35403174 0.42713658 0.61340386 0.48747055 0.473656 0.46107342 0.44789601] [-0.62940531] [ 0.41798111 0.46864841 0.54616465 0.4607251 0.48387628 0.526345 0.58091272 0.44154944 0.42937755 0.48044218] [-0.60125519] [ 0.43284797 0.67448517 0.3622611 0.56202076 0.37365187 0.47047686 0.46068912 0.31069975 0.52346858 0.51728018] [-0.22052401] [ 0.40058061 0.66819772 0.45458788 0.54416099 0.43190923 0.63873251 0.43666427 0.4884905 0.48457197 0.62321382] [-0.03542007] [ 0.69232233 0.427929 0.61530839 0.32908466 0.47819511 0.58950771 0.54571185 0.52880932 0.4569737 0.50954198] [ 0.35333579] [ 0.21006916 0.5076085 0.63414272 0.47608778 0.4412728 0.76268363 0.39544151 0.30350015 0.4867467 0.60290239] [ 0.8301432] [ 0.53689547 0.49753959 0.59997352 0.28108491 0.40159339 0.30403931 0.53206198 0.7005011 0.60976704 0.26755477] [-0.80386615] [ 0.7168837 0.49582879 0.68808982 0.38374514 0.49562382 0.42118994 0.46879535 0.61172522 0.61892337 0.40946662] [ 0.82563876] [ 0.81779585 0.54770665 0.68960162 0.23365714 0.35119794 0.29812412 0.70313399 0.75568727 0.60078351 0.2904359 ] [ 0.09243492] [ 0.40322312 0.44236422 0.62666633 0.50136356 0.48111849 0.59235963 0.49825144 0.54773972 0.470893 0.50107456] [-0.07491952] [ 0.29933928 0.29318903 0.67363053 0.51793639 0.55179255 0.60583188 0.4892973 0.37952019 0.3675484 0.63106001] [ 1.41426253] [ 0.55157368 0.73750787 0.40208343 0.523172 0.23915681 0.23415699 0.50887894 0.68578344 0.6521587 0.38575658] [ 0.73378287] [ 0.68988283 0.62232954 0.56483155 0.28008094 0.29379955 0.29313458 0.53687745 0.74537868 0.69558452 0.33564369] [-0.33922991] [ 0.39100434 0.75957801 0.37834102 0.54982872 0.33013393 0.53385725 0.33080932 0.48173111 0.50998855 0.59029398] [ 0.05701769] [ 0.42802275 0.70140217 0.3661805 0.70292604 0.32720161 0.67068701 0.34506791 0.37956995 0.46818115 0.67128341] [ 0.28883554] [ 0.6136372 0.57878449 0.48074435 0.47215091 0.3235443 0.47923154 0.56786262 0.74277012 0.54727103 0.3806591 ] [ 0.09842148] [ 0.47783689 0.67693543 0.54445777 0.56832287 0.39031804 0.56542377 0.58903158 0.5855987 0.5891579 0.568044 ] [-0.08671169] [ 0.4446825 0.78048631 0.37655992 0.74394252 0.27013704 0.67227947 0.35573324 0.36497458 0.59166984 0.63900675] [-0.53787903] [ 0.51359972 0.75473462 0.46272163 0.52408507 0.53680269 0.56954901 0.3766387 0.54670006 0.55197754 0.61227979] [-0.36049173] [ 0.68404496 0.53728767 0.52600342 0.44211007 0.29374604 0.41317594 0.5425075 0.64397591 0.48601951 0.2809252 ] [-0.15005241] [ 0.39028217 0.67199463 0.53689874 0.71986996 0.46678331 0.70894249 0.39619307 0.48072699 0.55335132 0.60202818] [-0.29129024] [ 0.57059605 0.72870165 0.38891785 0.47947832 0.40270507 0.53156897 0.54360257 0.56076431 0.57500944 0.60873391] [-0.33715142] [ 0.41059929 0.49940619 0.53498836 0.44338359 0.43860363 0.63945162 0.41955601 0.39936077 0.47939047 0.6072606 ] [-0.86399596] [ 0.61726166 0.69030446 0.47444642 0.4450011 0.28890256 0.47925258 0.49884171 0.55289022 0.5943857 0.57526448] [-0.18948802] [ 0.39564965 0.47631722 0.5264727 0.37330775 0.49168498 0.62449033 0.3275797 0.52254347 0.44056122 0.42918753] [-0.26273322] [ 0.27364053 0.31723722 0.59619415 0.53282307 0.3896727 0.6669603 0.43240627 0.42729505 0.42602007 0.38289025] [-0.03478654] [ 0.39903203 0.62632175 0.46547346 0.58441226 0.37282478 0.57031986 0.55162758 0.65167915 0.48634893 0.6435333 ] [-0.58598101] [ 0.48779733 0.37765959 0.5209469 0.48818585 0.48374042 0.60386109 0.4599112 0.55109668 0.370612 0.50936529] [-0.4051404] [ 0.40407876 0.31810184 0.57592931 0.27395391 0.41086743 0.36826019 0.5226875 0.64394761 0.41016216 0.21314218] [ 0.15112047] [ 0.31532104 0.67717475 0.55180422 0.65861665 0.53180933 0.72367628 0.38695973 0.42674474 0.52806582 0.62699451] [ 0.15699932] [ 0.202842 0.53637978 0.39769603 0.61370057 0.36639216 0.61451615 0.34796868 0.42658794 0.45654131 0.48669319] [-0.18948802] [ 0.39564965 0.47631722 0.5264727 0.37330775 0.49168498 0.62449033 0.3275797 0.52254347 0.44056122 0.42918753] [ 0.79584591] [ 0.37253851 0.52587213 0.44375633 0.64771486 0.29805217 0.45321135 0.35594484 0.46569624 0.63273235 0.40177938] [-0.46794454] [ 0.75731646 0.6576257 0.55335934 0.33383903 0.40604614 0.45475023 0.51723042 0.56473456 0.71773966 0.45172212] [-0.1486509] [ 0.5514746 0.52669097 0.52217985 0.2519048 0.36037102 0.30709532 0.47857485 0.67155269 0.5050859 0.36043583] [-0.28305185] [ 0.64084001 0.61717074 0.68394899 0.30752376 0.5070356 0.53343685 0.62169944 0.5461442 0.62476058 0.54613293] [ 1.04241763] [ 0.68006161 0.66341734 0.42693654 0.5495767 0.3090359 0.42959295 0.48780202 0.47315669 0.64706044 0.7263357 ] [-0.43662019] [ 0.46570868 0.57927412 0.55838397 0.3677697 0.47285677 0.41347878 0.41553675 0.59920436 0.50191368 0.58733053] [-0.08476234] [ 0.24652692 0.51040117 0.62535881 0.48899554 0.368632 0.66454179 0.44140841 0.52997325 0.44337492 0.48896402] [ 0.27395572] [ 0.54404764 0.75311667 0.41841267 0.50085774 0.39730844 0.59781586 0.49479032 0.52668554 0.60237674 0.48949722] [ 0.39432888] [ 0.21660346 0.38183452 0.68202834 0.53679007 0.47258975 0.71257864 0.38851612 0.39332649 0.31491217 0.59410501] [ 0.1649116] [ 0.55236801 0.62038235 0.47784383 0.55485834 0.26947057 0.52113897 0.47456656 0.61286133 0.5265743 0.53376156] [ 0.35892515] [ 0.21482211 0.37929606 0.6773876 0.34312085 0.65243561 0.71388461 0.4397866 0.23277 0.39661827 0.57860535] [-0.1488274] [ 0.6631436 0.49309292 0.58887338 0.42810612 0.28397991 0.39886345 0.49762163 0.45900014 0.54802955 0.39816671] [ 0.12617534] [ 0.27921474 0.6862192 0.38511151 0.59400796 0.48135732 0.72497984 0.35776781 0.50374179 0.47012241 0.64520942] [-0.0876754] [ 0.29122079 0.79964873 0.34960123 0.68166283 0.29287261 0.74734888 0.41474767 0.59934445 0.55528643 0.62761379] [-0.40488626] [ 0.610498 0.33666632 0.64760151 0.33466858 0.46489816 0.50444747 0.53715284 0.59283202 0.31906214 0.43821537] [-0.20729091] [ 0.65165008 0.65682145 0.52296595 0.3761162 0.46742634 0.55390404 0.4700419 0.58235511 0.56634547 0.50212327] [-0.13301827] [ 0.70800033 0.67190513 0.47978326 0.37713713 0.26344343 0.40675696 0.4986013 0.58627666 0.6327515 0.44173002] Progress: 56.0% ... Training loss: 0.340 ... Validation loss: 0.528[ 0.06127315] [ 0.65594916 0.68649448 0.45583804 0.34219576 0.30131004 0.43056072 0.4653674 0.53522419 0.54680929 0.47744563] [ 0.24329428] [ 0.49552942 0.61044992 0.49766947 0.48226063 0.32793274 0.33784905 0.52374498 0.54161837 0.48625118 0.53427266] [-0.33817791] [ 0.74557636 0.59349743 0.53780125 0.44326001 0.32116594 0.36279229 0.45286806 0.502163 0.62944828 0.55723388] [ 0.01625905] [ 0.51390041 0.58977829 0.49210568 0.6192705 0.34445551 0.59705508 0.36501816 0.34395694 0.42192254 0.68742114] [-0.05240203] [ 0.50749029 0.7655122 0.43118725 0.64936014 0.47318049 0.72009647 0.43704501 0.51956446 0.57378353 0.68432165] [-0.1569101] [ 0.80058856 0.69280676 0.47946095 0.40468567 0.26935647 0.39519407 0.5043062 0.47375376 0.7004392 0.46334363] [ 0.47120163] [ 0.12901022 0.49875278 0.51639945 0.66105998 0.50698177 0.77038449 0.41353044 0.3971479 0.43376746 0.47212738] [-0.44316252] [ 0.39995275 0.63203303 0.41570546 0.532137 0.41356646 0.49399089 0.55063981 0.62501042 0.53309407 0.37250308] [ 0.04581] [ 0.30335901 0.58450536 0.52941106 0.61523564 0.42128896 0.64104569 0.36172905 0.35606929 0.4617165 0.49606959] [ 1.03589581] [ 0.525268 0.69061872 0.53581696 0.35612006 0.39312283 0.51589761 0.48263985 0.47710753 0.5759758 0.62462841] [ 0.68275677] [ 0.57735012 0.64191026 0.48150674 0.46018707 0.25192797 0.49830507 0.48891476 0.649129 0.58101529 0.47754404] [-0.25842056] [ 0.38347993 0.2083802 0.70541673 0.34470979 0.55131189 0.55160854 0.45591489 0.32535155 0.42025916 0.27866802] [ 0.23554251] [ 0.32072654 0.65604795 0.4227356 0.58340417 0.34919268 0.66571981 0.36625597 0.48291253 0.52355495 0.62999459] [ 0.27391426] [ 0.30300462 0.60820774 0.35671605 0.68244299 0.55998489 0.58053984 0.43836967 0.42640875 0.30724696 0.61212604] [-0.30836143] [ 0.44227539 0.66976642 0.39128871 0.68676052 0.32466992 0.48532536 0.3748934 0.34706774 0.48208605 0.54371318] [-0.09501853] [ 0.42680019 0.70523036 0.43932946 0.61969045 0.26251323 0.594807 0.46806269 0.66265506 0.51026634 0.42260374] [-0.06451584] [ 0.55630575 0.54612176 0.53461553 0.56137945 0.34541445 0.4664567 0.55332543 0.56839814 0.48594873 0.43128461] [ 0.15087296] [ 0.24078864 0.47890034 0.49069949 0.41922743 0.42354886 0.5690791 0.37168531 0.58692003 0.39367944 0.43120432] [ 0.12588793] [ 0.74910286 0.54785499 0.55949156 0.43963157 0.3498863 0.37700068 0.44959279 0.44112368 0.59089157 0.41517306] [ 0.61434857] [ 0.44278131 0.60433741 0.42589249 0.53875453 0.38702433 0.48227072 0.47601254 0.47928623 0.57105937 0.42574557] [ 1.04145518] [ 0.75967108 0.48562815 0.68508371 0.32031122 0.40666909 0.30671264 0.59168522 0.74672403 0.54011679 0.28420533] [ 0.07776324] [ 0.28978901 0.68164803 0.36199082 0.34178112 0.40665293 0.66531961 0.3709061 0.41191914 0.45792848 0.57523373] [-0.02249289] [ 0.67981072 0.5940864 0.53688356 0.25964506 0.38514526 0.49713492 0.4992933 0.47660532 0.46711764 0.55226975] [-0.42161352] [ 0.46046832 0.29697876 0.63857265 0.40014768 0.37561877 0.60039954 0.40550923 0.41997366 0.34563949 0.34573891] [-0.46777982] [ 0.279947 0.72021061 0.48775611 0.52889885 0.3481755 0.58623473 0.43343649 0.57850099 0.45940701 0.48008015] [ 0.02701912] [ 0.60577027 0.57973536 0.56539965 0.60922645 0.47016392 0.5934269 0.42057972 0.54265803 0.59950756 0.48720148] [ 0.88367046] [ 0.30370604 0.40220644 0.56784801 0.49390988 0.51073141 0.56553841 0.40758271 0.43408884 0.402256 0.36644882] [-0.05173396] [ 0.50133524 0.4871222 0.58510934 0.33495003 0.4604169 0.60975156 0.49265037 0.64824219 0.36922768 0.49836706] [-0.27118711] [ 0.34926378 0.2538958 0.74454915 0.36831829 0.50423329 0.57823563 0.4938531 0.41217345 0.39462547 0.34958129] [-0.28742731] [ 0.27458788 0.48646767 0.4856182 0.576869 0.39660529 0.50304371 0.45040777 0.551853 0.56877204 0.40981376] [-0.21607334] [ 0.65082892 0.61496236 0.55898322 0.28325674 0.31250877 0.36554302 0.61266105 0.73458038 0.57825958 0.33982579] [ 2.02965651] [ 0.63226641 0.73873732 0.38205912 0.6031183 0.22131547 0.26332709 0.48729824 0.61245793 0.69573959 0.40552525] [-1.35491188] [ 0.45031728 0.38332682 0.53597557 0.39636524 0.4416961 0.43563099 0.49487696 0.63902142 0.55807509 0.24774653] [ 0.27445222] [ 0.24661081 0.67452148 0.38037366 0.62159824 0.41383768 0.70476274 0.33666684 0.62882083 0.5843578 0.58741336] [-0.56519845] [ 0.47235322 0.53049279 0.5991353 0.36890308 0.38291858 0.38615349 0.51944025 0.52102367 0.57381799 0.35129279] [-0.07038187] [ 0.38144199 0.67103229 0.41303441 0.60996641 0.31410376 0.64355218 0.50603542 0.59731993 0.50190254 0.46499987] [-0.08061345] [ 0.36106583 0.42632408 0.46910363 0.60927085 0.42305131 0.66430913 0.47365981 0.57065352 0.32266348 0.43997226] [ 0.05064718] [ 0.56180195 0.67435081 0.49652098 0.38904849 0.36686779 0.52007604 0.53307293 0.58070179 0.45110136 0.56981094] [-0.27540442] [ 0.6568271 0.5317126 0.56462646 0.42927131 0.49895985 0.52103067 0.53850507 0.5126385 0.44960822 0.5533611 ] [ 0.78406218] [ 0.59692502 0.56154107 0.42881505 0.51234482 0.33813729 0.32625449 0.57052553 0.45707724 0.60486613 0.61525262] [-0.276385] [ 0.60472382 0.5339932 0.63034388 0.456932 0.44108917 0.40586425 0.48353921 0.63401331 0.53626956 0.52112831] [ 0.75905286] [ 0.22546645 0.5667723 0.53725253 0.42961005 0.65547253 0.72478089 0.35086319 0.2969228 0.38354017 0.66887667] [-0.50340947] [ 0.49882004 0.67021329 0.42759372 0.62683214 0.23725694 0.61954196 0.35505041 0.55308379 0.48341677 0.53651405] [-0.10179071] [ 0.3367638 0.63621953 0.38345068 0.71866786 0.41321022 0.62117504 0.51865188 0.59369791 0.4792826 0.52516411] [ 0.16998165] [ 0.37317843 0.46416791 0.59852615 0.38257376 0.48104066 0.69630162 0.38496839 0.43932984 0.48373203 0.5450273 ] [ 0.76178722] [ 0.40537995 0.36902695 0.65083371 0.47613963 0.38564421 0.49575786 0.41517671 0.50486516 0.42735081 0.40417812] [ 0.06981043] [ 0.36752153 0.46527025 0.4241577 0.37065324 0.50469385 0.65838749 0.42057899 0.53139413 0.46999019 0.44222675] [ 0.36716442] [ 0.37360393 0.80849472 0.30141025 0.52959266 0.38807289 0.57735453 0.4284007 0.59429302 0.56097621 0.63864549] [-0.43842144] [ 0.2790134 0.41646914 0.55214581 0.56235405 0.46013352 0.57911338 0.5193715 0.54294003 0.48185639 0.29190135] [-0.5308981] [ 0.4562707 0.47725619 0.56455388 0.43478282 0.37996825 0.55123095 0.43727279 0.64220203 0.55831067 0.37636866] [ 0.66891856] [ 0.74037 0.56792313 0.59399363 0.35031468 0.41986447 0.37615444 0.62172196 0.45595041 0.61450728 0.44515819] [ 0.76418989] [ 0.66372747 0.60354955 0.53190973 0.37201919 0.31295337 0.45997095 0.53553937 0.47348412 0.58346359 0.49642319] [-0.26123343] [ 0.35697229 0.40924616 0.62652671 0.40245704 0.36140179 0.50873548 0.51764529 0.5856918 0.47642032 0.33751568] [ 0.05717281] [ 0.74501141 0.73134615 0.44432697 0.3449777 0.33543455 0.34893281 0.48609965 0.56806097 0.60841282 0.54709978] [ 0.04611728] [ 0.33134673 0.57356103 0.49213224 0.59059648 0.38297228 0.61634455 0.38846578 0.59692481 0.54899808 0.48401806] [-0.32446261] [ 0.65258451 0.56798405 0.49381608 0.37188779 0.31202169 0.40957004 0.59917876 0.46623187 0.63704836 0.41880194] [ 1.68783227] [ 0.80013936 0.56798792 0.65296863 0.21583017 0.40573754 0.29126479 0.61316646 0.72731924 0.62676061 0.31381233] [-0.25872595] [ 0.30731126 0.52377939 0.33745441 0.56388893 0.37451351 0.61312889 0.3564068 0.62896828 0.46968519 0.3303644 ] [ 0.07424172] [ 0.55642872 0.61773907 0.5003968 0.55478136 0.40753082 0.48423296 0.59288415 0.55690196 0.53805723 0.45407838] [ 0.13706632] [ 0.31224189 0.6500398 0.46444358 0.568856 0.43333466 0.68292531 0.43310674 0.44091498 0.54630786 0.63322363] [ 0.31809666] [ 0.34585226 0.61575595 0.34422187 0.59546691 0.42109223 0.5108282 0.39063284 0.52806401 0.48763116 0.47345361] [ 0.38073892] [ 0.3690962 0.63334497 0.56436653 0.41628504 0.63832282 0.69326857 0.37179783 0.39343496 0.37493551 0.70268866] [-0.20627964] [ 0.49784281 0.46022996 0.50833148 0.48244765 0.51870115 0.71639956 0.39326047 0.54422081 0.38196494 0.5707753 ] [-0.43113696] [ 0.47270024 0.68764404 0.40131331 0.6697741 0.48777514 0.5243307 0.42739977 0.44910026 0.50044055 0.52274991] [ 0.48426534] [ 0.33593229 0.62648586 0.51461489 0.46520552 0.48382327 0.64298532 0.40250533 0.52672791 0.64439688 0.58152214] [ 0.99600798] [ 0.53799546 0.52551607 0.5302684 0.22928525 0.31894165 0.32246249 0.59185957 0.61550886 0.56422096 0.34754229] [-0.0777374] [ 0.47490166 0.31149453 0.55271349 0.37079699 0.48859015 0.42247975 0.44203023 0.47212035 0.31341216 0.66180132] [ 0.19984591] [ 0.38609825 0.66170401 0.46760704 0.55173413 0.33905834 0.70838924 0.45469069 0.47739234 0.58863687 0.65926976] [ 0.31718272] [ 0.28805143 0.67270738 0.45503075 0.53507555 0.44495438 0.61505784 0.49960469 0.49522873 0.43950043 0.57395653] [-0.3982875] [ 0.42311166 0.37803752 0.60225945 0.44429404 0.47512391 0.64595434 0.51869341 0.46652868 0.42637889 0.48269581] [-0.10058583] [ 0.24782597 0.34263289 0.64295752 0.36632196 0.47926402 0.54700791 0.56346376 0.4068416 0.44022362 0.37396239] [-0.00148941] [ 0.45885179 0.6722622 0.41321103 0.57154795 0.33478453 0.6975939 0.34465074 0.52481268 0.52580184 0.65056741] [ 1.11363742] [ 0.59739245 0.73899627 0.57179457 0.48749167 0.45406837 0.5698863 0.41757986 0.55832088 0.67515785 0.61562218] [ 0.21016523] [ 0.22283148 0.58555193 0.35573765 0.70750089 0.48588207 0.74850625 0.41083286 0.47323682 0.45905663 0.43827891] [-1.43868287] [ 0.52344771 0.55648286 0.50754223 0.39970843 0.36696522 0.47766091 0.53912519 0.78538398 0.58202386 0.50532313] [ 0.02003233] [ 0.32134781 0.57944818 0.47285475 0.57440202 0.42063787 0.74192812 0.40830087 0.50384207 0.49529292 0.57541293] [ 0.65460835] [ 0.58766557 0.31550283 0.66199044 0.34030123 0.42509085 0.28220054 0.57872481 0.56157253 0.48015392 0.19444545] [ 0.94827401] [ 0.59734668 0.55143462 0.48414515 0.5239349 0.31695146 0.4362494 0.43237832 0.5965572 0.53397229 0.43849353] [-0.66627917] [ 0.82338168 0.5931411 0.5303569 0.30982544 0.30598495 0.27136323 0.54884669 0.46064989 0.64492518 0.36675999] [-0.18677733] [ 0.47107604 0.59662903 0.45007306 0.68344651 0.49892271 0.59459202 0.40500908 0.56936244 0.44302673 0.55575516] [-0.2217919] [ 0.50998779 0.72136546 0.37931019 0.57232109 0.36547209 0.64671012 0.43823048 0.62607515 0.55418465 0.58702327] [-0.24570778] [ 0.56196173 0.43864832 0.62284383 0.25414573 0.41760669 0.44971706 0.59381356 0.66543458 0.47240307 0.39217613] [ 1.03085573] [ 0.5887192 0.5655122 0.60213843 0.37018437 0.41618198 0.53621895 0.49763883 0.51042747 0.64783996 0.59351706] [-0.4525412] [ 0.5951262 0.61123786 0.41021036 0.5856631 0.36035513 0.53284286 0.52164458 0.59917551 0.52545612 0.54889665] [-0.62778391] [ 0.50002929 0.33279954 0.60287374 0.39384778 0.37158392 0.40907933 0.58512175 0.70578841 0.38393027 0.24422282] [ 0.1274629] [ 0.29783983 0.31777935 0.63155217 0.45118728 0.48752348 0.51385323 0.43984659 0.43215536 0.4088039 0.32644233] [ 0.85390674] [ 0.58204188 0.62793706 0.52066257 0.45069724 0.31307677 0.51830896 0.46524174 0.47943371 0.48675831 0.54034097] [ 0.43356809] [ 0.31397337 0.71493603 0.30868749 0.59806114 0.3140875 0.64613411 0.43122539 0.52311334 0.51195131 0.46167088] [ 0.75136024] [ 0.44408189 0.70049749 0.51839233 0.64767419 0.49465601 0.65017942 0.35725635 0.46351394 0.45951045 0.71992427] [ 0.45480601] [ 0.30120421 0.66158299 0.40241824 0.37417605 0.41283215 0.62510037 0.39473806 0.45680188 0.60970262 0.56700636] [ 0.43189091] [ 0.50396379 0.70401932 0.50058074 0.47251625 0.44418024 0.54787683 0.5024846 0.53889135 0.58827868 0.55135567] [ 0.24246216] [ 0.33071164 0.76881528 0.42808667 0.65888695 0.4437225 0.69809693 0.4727229 0.45242142 0.5197544 0.68947786] [-0.53544225] [ 0.42363668 0.62261734 0.46243723 0.60505618 0.34796728 0.53159272 0.39865374 0.54715069 0.41107281 0.52442322] [ 0.0600321] [ 0.64009168 0.45234168 0.59035957 0.42611806 0.57580743 0.47722159 0.59886682 0.52007408 0.47390451 0.36028562] [ 1.59090104] [ 0.62787428 0.55415195 0.56740039 0.39424709 0.26022865 0.33716282 0.61503862 0.79807332 0.53847922 0.24029452] [-0.35000758] [ 0.62583252 0.46658741 0.65964397 0.1596002 0.45822314 0.49521945 0.51055494 0.66419186 0.53843793 0.4637254 ] [ 0.18904359] [ 0.31258383 0.55769268 0.54149931 0.53470069 0.42180962 0.44076357 0.47817603 0.47315087 0.48047409 0.53857667] [ 0.24126092] [ 0.19004542 0.57922805 0.46208122 0.54102751 0.48963308 0.70202029 0.37216033 0.42425732 0.45561438 0.51144331] [-0.14589809] [ 0.67390098 0.45727962 0.60001124 0.243663 0.43271263 0.3441223 0.51459802 0.56940148 0.45876215 0.42921942] [-0.18610638] [ 0.67668799 0.76930336 0.58332572 0.4625653 0.36596464 0.44439404 0.54291104 0.55717305 0.71777756 0.48437216] [ 0.2662878] [ 0.3578539 0.414772 0.5237408 0.48425184 0.44438114 0.56917261 0.47443119 0.51488087 0.46796958 0.36647935] [-0.38275398] [ 0.43607511 0.64981183 0.4794896 0.66521407 0.4780867 0.55701912 0.41087238 0.49417867 0.46640588 0.53807554] [ 0.09367858] [ 0.46978349 0.38300715 0.62093472 0.20834344 0.41140283 0.3132849 0.57790472 0.56472269 0.54144556 0.24600665] [ 0.26389435] [ 0.39653535 0.66163592 0.49939087 0.56107758 0.34521603 0.74789054 0.46518053 0.62956128 0.44522911 0.53727365] [-0.44482985] [ 0.5992923 0.26768858 0.7363923 0.24979724 0.56233886 0.44653096 0.51465309 0.41465213 0.33629281 0.47672634] [-0.22246216] [ 0.40059961 0.57679023 0.52509949 0.51618445 0.53023971 0.52620013 0.44393817 0.30057678 0.42181392 0.51026354] [ 0.00684254] [ 0.42383132 0.70283528 0.28548576 0.71388952 0.38976069 0.58298229 0.33848525 0.46065517 0.46210843 0.64928452] [-0.38998831] [ 0.71727087 0.6401854 0.55881256 0.49797463 0.27380471 0.36093802 0.4603987 0.44590665 0.65779896 0.42465284] [ 1.56716903] [ 0.47420301 0.57963882 0.39190751 0.62334764 0.32979663 0.44926788 0.4142337 0.49885028 0.48996046 0.44232926] [-0.33598972] [ 0.44341387 0.68322479 0.42136705 0.61686529 0.34471803 0.72181245 0.44260135 0.56399425 0.58527631 0.58990105] [-0.53956922] [ 0.48912327 0.11438981 0.78793802 0.29577105 0.55435878 0.57862137 0.47493271 0.41100479 0.29578501 0.35187558] [-0.15006902] [ 0.63224241 0.53230864 0.51827336 0.60043572 0.47188396 0.38967327 0.45920918 0.56014301 0.5554904 0.37340758] [ 0.74018278] [ 0.40145715 0.60547644 0.49960613 0.27850946 0.39449838 0.5549265 0.40080703 0.43370964 0.42415463 0.43773142] [ 1.15236419] [ 0.67654444 0.73862893 0.44201018 0.49583658 0.23297439 0.4783982 0.44380764 0.58496664 0.59912996 0.4806324 ] [-0.28330094] [ 0.48661633 0.5748181 0.56124822 0.44217478 0.49484935 0.54505152 0.40556537 0.5624705 0.49086317 0.53289904] [ 0.11553281] [ 0.62072818 0.70441503 0.36606018 0.35578435 0.34188787 0.55168576 0.40122168 0.5440979 0.54207993 0.52640402] [ 1.13061077] [ 0.60136799 0.58528962 0.54227095 0.53633092 0.29176442 0.52987973 0.3906207 0.44805594 0.61564723 0.55266825] [-0.23016591] [ 0.44895318 0.51610773 0.56116062 0.50739075 0.46858785 0.54314346 0.53258734 0.51245582 0.44049365 0.53485874] [-0.13704536] [ 0.48167157 0.66995045 0.36523579 0.63910432 0.32600211 0.66551609 0.29566336 0.4862846 0.50201685 0.613966 ] [ 0.23726511] [ 0.29917929 0.67594536 0.44832593 0.66212323 0.38305484 0.67536621 0.38601592 0.50515045 0.39880674 0.65207413] [-1.06841794] [ 0.39530089 0.64862082 0.41711351 0.60527468 0.29635494 0.46975223 0.49886459 0.66765936 0.52207577 0.36989232] [ 0.32748851] [ 0.32753704 0.53789669 0.45424608 0.37907797 0.39116194 0.49354546 0.40939802 0.53959814 0.52295675 0.35853787] [ 1.06138853] [ 0.64377729 0.57102179 0.58145534 0.42296712 0.3334352 0.39864855 0.60851186 0.72932171 0.5202963 0.3029168 ] [ 0.35744737] [ 0.31817139 0.3939927 0.7241104 0.40267213 0.52923434 0.5441578 0.43891133 0.37619942 0.49644575 0.3794726 ] [-1.18818113] [ 0.46973714 0.54632358 0.53768828 0.54789603 0.30328842 0.43354407 0.49235111 0.69463671 0.44234596 0.30385282] [ 0.34308193] [ 0.69446432 0.67853754 0.48747847 0.35803072 0.29892436 0.5023029 0.55848604 0.7539348 0.61202722 0.4689949 ] [ 0.07649186] [ 0.48223633 0.53723766 0.5754552 0.27774688 0.43450602 0.6174956 0.40753775 0.54504401 0.47273448 0.50832412] [-0.41194794] [ 0.48029208 0.74591793 0.39406354 0.6501624 0.32093529 0.54813007 0.35571704 0.43913844 0.57355529 0.53566684] Progress: 56.3% ... Training loss: 0.310 ... Validation loss: 0.488[ 1.21079609] [ 0.62663725 0.5256803 0.58800196 0.40797574 0.46076869 0.50651518 0.48504019 0.47045735 0.47498873 0.43717615] [-0.47327442] [ 0.47562979 0.69188266 0.3769521 0.68557232 0.23589694 0.30505546 0.54343362 0.64646469 0.58606031 0.63855513] [ 1.80055248] [ 0.35972713 0.61804186 0.47515693 0.55958397 0.35554923 0.51491902 0.35581155 0.55973999 0.69711825 0.45850791] [ 0.1584132] [ 0.38245276 0.71517168 0.42942593 0.62385706 0.25584147 0.4710602 0.50380578 0.58707599 0.57746516 0.54982708] [ 0.75840876] [ 0.67789276 0.64686781 0.58287781 0.49628508 0.34987788 0.4246429 0.52169301 0.75753327 0.58226128 0.41663667] [-0.01358045] [ 0.3456971 0.46855318 0.43388006 0.42701562 0.42513898 0.63131668 0.39458977 0.44635096 0.43721785 0.40914562] [-0.1668396] [ 0.38809325 0.68455946 0.37433595 0.6398474 0.3369223 0.57795894 0.42776609 0.33261175 0.6215058 0.67422876] [ 0.30362385] [ 0.19828167 0.39828293 0.47900235 0.67360381 0.54390697 0.55847781 0.47960552 0.44282958 0.3515649 0.67086639] [-0.24359026] [ 0.47806102 0.67873762 0.43707994 0.58419992 0.27791423 0.65325486 0.42678806 0.44346041 0.57386946 0.62268063] [-0.44582077] [ 0.57894319 0.60757287 0.36559898 0.45355109 0.42408832 0.47293653 0.51265863 0.51608014 0.47078151 0.50794824] [-0.33828205] [ 0.56275301 0.58176255 0.51783779 0.57780944 0.42893606 0.52797607 0.42230503 0.48319488 0.54222196 0.43216492] [-0.49673005] [ 0.75618801 0.72943364 0.46125603 0.45794188 0.26231198 0.46314088 0.49658587 0.49062293 0.71226449 0.54239353] [-0.28467078] [ 0.34654898 0.67758541 0.4474595 0.55668187 0.29130092 0.53050687 0.42492051 0.47455612 0.59274246 0.52130692] [-0.12405418] [ 0.43072948 0.43920772 0.6305143 0.2924088 0.49297486 0.52998662 0.42759417 0.52353597 0.40390674 0.46439231] [ 0.29453718] [ 0.56263414 0.59807903 0.51987481 0.55145983 0.36312154 0.39281948 0.46852208 0.61293186 0.58737461 0.54428281] [ 0.88373547] [ 0.60859537 0.71167453 0.58651185 0.46481818 0.38739639 0.58621859 0.49477875 0.57185212 0.68134695 0.59299625] [-0.00226641] [ 0.43519102 0.60245819 0.40331392 0.533237 0.3358954 0.48807664 0.46351132 0.55957719 0.49956526 0.4370037 ] [ 0.86800494] [ 0.74010615 0.69733796 0.60368656 0.26734321 0.41514243 0.52784509 0.62404807 0.5409813 0.57072128 0.55499716] [-0.17993588] [ 0.64904805 0.34161231 0.68528066 0.24745793 0.36109643 0.36764425 0.57525601 0.66789125 0.40943042 0.26237917] [-0.14925335] [ 0.67437357 0.55030622 0.62332187 0.36246293 0.37432962 0.44823177 0.53907091 0.45071296 0.60578423 0.50887801] [ 0.3813803] [ 0.18152376 0.6310544 0.43553095 0.58970444 0.40560969 0.64555042 0.3215767 0.49143737 0.39479977 0.55870742] [ 0.43847357] [ 0.74323662 0.57508078 0.58338247 0.42845353 0.42336759 0.31616237 0.50198856 0.61703134 0.62397215 0.33604079] [-0.40448744] [ 0.75755217 0.73119098 0.55173139 0.31331538 0.44899185 0.38564793 0.60780052 0.55422672 0.65674165 0.59340319] [-0.5042502] [ 0.43971269 0.58920028 0.55963717 0.62851353 0.45055209 0.62540617 0.431231 0.47621626 0.48705435 0.48623756] [ 0.3204461] [ 0.7802338 0.71487578 0.50387884 0.48156436 0.39949334 0.41521958 0.57016653 0.63464411 0.58519058 0.71884508] [ 0.38126937] [ 0.4993993 0.49009785 0.53853189 0.40472312 0.54703967 0.4514655 0.48744799 0.45517402 0.5048055 0.39124568] [ 0.57894095] [ 0.24073184 0.67764245 0.47970105 0.61362495 0.35172481 0.46275655 0.3643219 0.54121946 0.4943587 0.51711514] [-0.38962144] [ 0.56354123 0.56235333 0.47954326 0.49086827 0.3787747 0.47916705 0.49754958 0.59705131 0.62433262 0.34212331] [ 0.63418492] [ 0.57584273 0.53335676 0.54507989 0.48360241 0.32589651 0.47867216 0.52885785 0.45569832 0.53302649 0.51414001] [ 0.19838373] [ 0.65707193 0.5166201 0.5268185 0.36607091 0.27145679 0.29683884 0.52732176 0.60266216 0.57409317 0.31422228] [-0.09460677] [ 0.34403463 0.7909433 0.27821633 0.64729173 0.39138493 0.55211061 0.39655327 0.38153104 0.54562553 0.65275416] [-0.71842248] [ 0.71435394 0.55024622 0.59495989 0.44309141 0.43967962 0.48096464 0.4473221 0.70470831 0.50318023 0.45240011] [ 0.19601684] [ 0.18840232 0.59670513 0.52756033 0.52151815 0.44331187 0.64322473 0.39001703 0.35856001 0.55030126 0.54068113] [-0.14322387] [ 0.39286398 0.41688685 0.53765132 0.30368721 0.41792683 0.59472131 0.4039778 0.48712585 0.33062161 0.40167528] [ 0.10098283] [ 0.72953705 0.60406938 0.59682114 0.29393499 0.42515995 0.45423285 0.71893843 0.73985417 0.55843564 0.38366341] [-0.40831576] [ 0.47482619 0.71821496 0.3563055 0.67677829 0.29940923 0.57321528 0.35210385 0.4101877 0.50496844 0.57949641] [-0.36718011] [ 0.39516673 0.49996774 0.62381773 0.29334389 0.66282057 0.44871074 0.44191337 0.47307592 0.40235008 0.6208862 ] [ 0.4471502] [ 0.31910243 0.76601609 0.33592108 0.72423574 0.30531202 0.6017807 0.4148447 0.39027313 0.65047175 0.82143018] [-0.47407599] [ 0.70556069 0.65972031 0.4582498 0.55246021 0.29016377 0.38463161 0.44650379 0.50680367 0.55532387 0.64788548] [ 0.6565653] [ 0.3662779 0.56148755 0.44092825 0.54582458 0.38965568 0.58128953 0.4477711 0.57100574 0.47862328 0.327351 ] [-0.39281655] [ 0.64727991 0.66815708 0.51550791 0.33124041 0.45419795 0.5274122 0.40795537 0.51651121 0.59169113 0.5791401 ] [ 0.03793522] [ 0.23944272 0.47890286 0.49056172 0.41965558 0.42401765 0.57106528 0.37121825 0.58607534 0.3933278 0.4321242 ] [ 0.03483282] [ 0.66864462 0.49363865 0.58901327 0.49388372 0.35647671 0.47826196 0.39574312 0.38410827 0.52380863 0.47396488] [-0.96616092] [ 0.71483601 0.72051562 0.50368597 0.39267287 0.35154733 0.4439451 0.50631293 0.54148691 0.70571936 0.50824102] [-0.14631843] [ 0.45198142 0.58245411 0.51722959 0.22306191 0.66242444 0.67997603 0.52536544 0.44673276 0.44493517 0.6694273 ] [ 0.14108619] [ 0.38541877 0.67499974 0.48621034 0.53266666 0.40143544 0.54734441 0.39465338 0.46984074 0.46468755 0.65873692] [-0.2087936] [ 0.57144127 0.63489987 0.42161011 0.37766601 0.4108086 0.59832801 0.499059 0.53838987 0.45240002 0.51192954] [ 0.064803] [ 0.25362215 0.48362973 0.49458301 0.45123662 0.51011171 0.7212939 0.38279413 0.59248443 0.47459848 0.55090335] [ 0.30970667] [ 0.27559516 0.44980724 0.53317421 0.41159005 0.46272991 0.63536716 0.3455717 0.44013674 0.43704507 0.47863211] [-0.24439058] [ 0.49778231 0.69553748 0.53519064 0.39619761 0.41928336 0.63258768 0.42783608 0.59936729 0.68479271 0.66534185] [-0.40764993] [ 0.79953425 0.31548679 0.65368838 0.30207138 0.45112878 0.2845371 0.66772739 0.66333373 0.39713419 0.36122939] [ 0.05481995] [ 0.56366222 0.38806558 0.66780387 0.33044254 0.49562246 0.51537674 0.42361901 0.48060031 0.41953696 0.55209879] [-0.057227] [ 0.29254931 0.32833499 0.72415003 0.35928968 0.48845154 0.69181112 0.43194568 0.46168484 0.46866657 0.51902279] [ 0.11128764] [ 0.42884768 0.60837074 0.59880021 0.53704532 0.45277678 0.60540347 0.45207155 0.5727223 0.49311013 0.46695319] [-0.64190404] [ 0.44196256 0.57891178 0.47100865 0.55439262 0.35929438 0.51327748 0.42780533 0.58570214 0.43496898 0.50218256] [-0.35157417] [ 0.44474796 0.7339649 0.36696375 0.60669321 0.25261139 0.40417262 0.51673179 0.56764662 0.68777485 0.39977032] [-0.72429203] [ 0.38043561 0.51790781 0.54505915 0.56973844 0.33199834 0.51354429 0.35142335 0.46415484 0.42585681 0.41212707] [-0.15697129] [ 0.29173775 0.64586529 0.37856439 0.372954 0.39826766 0.62863518 0.33773461 0.43860467 0.43154278 0.46496451] [-0.3194996] [ 0.68090463 0.78350531 0.52601584 0.51726692 0.44467599 0.48314486 0.45704328 0.64493395 0.70830413 0.69051594] [-0.29646564] [ 0.40326974 0.36420282 0.5871373 0.37301469 0.53542688 0.56978227 0.55075293 0.6030778 0.47098964 0.5787135 ] [ 0.60560873] [ 0.47782207 0.67210631 0.4865836 0.56442181 0.4498248 0.56490464 0.40348997 0.48031592 0.64342883 0.4955319 ] [-0.57688486] [ 0.44846623 0.62904648 0.49357128 0.47900787 0.44483167 0.68595919 0.51216235 0.4778696 0.61953248 0.52970174] [ 0.17483924] [ 0.45270337 0.74050797 0.33022692 0.68221427 0.23600053 0.58923667 0.33707354 0.55129302 0.62139589 0.55330095] [-0.10760652] [ 0.28209296 0.41436921 0.44840724 0.62933005 0.40813651 0.70057093 0.42100168 0.66298174 0.49735704 0.43926441] [-0.1240087] [ 0.55278119 0.75876364 0.35803754 0.54312682 0.46020038 0.5407641 0.45035627 0.53201227 0.57975876 0.63021391] [-0.13391778] [ 0.52774895 0.65399382 0.47308751 0.5631627 0.28719222 0.35451756 0.4322325 0.40732691 0.68147559 0.37831161] [-0.56650455] [ 0.48527887 0.63074474 0.63069662 0.34932938 0.57802211 0.46620904 0.53039099 0.5110027 0.49069515 0.67603447] [-0.90858888] [ 0.36473263 0.41116492 0.51967838 0.45034095 0.50198142 0.32445855 0.57644665 0.49879504 0.51434995 0.50272577] [-0.36714812] [ 0.68733984 0.60977574 0.58301938 0.38192327 0.3630986 0.36083056 0.65384542 0.6944911 0.62570988 0.35314624] [-0.34856034] [ 0.62682331 0.62076103 0.60189302 0.49329819 0.57432675 0.48663694 0.41293309 0.52493558 0.53912617 0.6194202 ] [-0.08640984] [ 0.38952223 0.49337488 0.35608822 0.51124764 0.40367942 0.75495256 0.36275362 0.63762354 0.49210123 0.46040241] [-0.09326411] [ 0.30959795 0.70512933 0.41159076 0.59380716 0.39234902 0.54399541 0.39905102 0.38226286 0.42242226 0.6402465 ] [ 0.10971685] [ 0.243521 0.47319573 0.46327409 0.58475085 0.4855397 0.63864291 0.36940688 0.47911168 0.49780119 0.55891791] [-0.97967214] [ 0.51188961 0.64391223 0.56898754 0.63536816 0.39623585 0.55355944 0.43249435 0.60138024 0.52897155 0.44833775] [-1.2129496] [ 0.42450732 0.42775228 0.58072343 0.29948994 0.33422406 0.44945068 0.49208581 0.64875036 0.43760537 0.33474311] [-0.31294587] [ 0.35617921 0.76103481 0.39868488 0.63424683 0.22428477 0.54160076 0.3912717 0.47719266 0.64316353 0.5298986 ] [-0.54108337] [ 0.59781559 0.32137474 0.5098875 0.34333297 0.53963334 0.4660936 0.52005523 0.44556797 0.30823576 0.4378489 ] [-0.79294538] [ 0.82592134 0.62845243 0.44501911 0.36994552 0.28598613 0.34930071 0.52703843 0.5342048 0.62689003 0.44449301] [ 0.93813616] [ 0.66522627 0.41605369 0.61110066 0.28009672 0.43102157 0.34021696 0.45771929 0.42907329 0.48202894 0.39320251] [-0.10542723] [ 0.40401149 0.44664232 0.49788942 0.52392168 0.48538892 0.75579956 0.48519329 0.44598675 0.45735983 0.58124734] [-0.01327075] [ 0.25180159 0.51970006 0.51539733 0.54192705 0.40816019 0.63614288 0.42601805 0.5226063 0.5165543 0.44433432] [ 0.2129317] [ 0.39926551 0.37857339 0.56332146 0.50800509 0.3545383 0.64320413 0.39636044 0.50447873 0.54191031 0.35073953] [-0.08267572] [ 0.27529552 0.31315382 0.65314804 0.47476661 0.51895504 0.63033622 0.39434546 0.37526977 0.37168652 0.41200086] [ 0.14272868] [ 0.274958 0.65975546 0.34307403 0.51780572 0.42811474 0.71684264 0.44609918 0.51850609 0.3809756 0.47900107] [-0.18583537] [ 0.2877583 0.40224598 0.52210765 0.46253432 0.51289617 0.58626844 0.49565711 0.5584394 0.48550712 0.42687396] [ 2.13199997] [ 0.63318447 0.50764289 0.48809337 0.46173531 0.2428505 0.28502572 0.58859369 0.78847439 0.53999033 0.19334774] [-0.29416752] [ 0.60637996 0.5343143 0.43371297 0.40974499 0.37887087 0.39545632 0.40224641 0.50722106 0.43546853 0.50118077] [-0.19672104] [ 0.3563485 0.57568197 0.46754235 0.62292733 0.33218123 0.59791978 0.42721778 0.37358343 0.49571409 0.50125108] [ 0.15624802] [ 0.26020697 0.4981907 0.39659229 0.59813661 0.4941897 0.79662394 0.39586125 0.52813287 0.38789142 0.47209081] [-0.79585311] [ 0.56404624 0.4358297 0.6103627 0.33172573 0.38204119 0.38882202 0.58341391 0.59932415 0.50319533 0.33320918] [-0.01143595] [ 0.33843856 0.39659381 0.521773 0.34014635 0.53262255 0.6489808 0.38946308 0.36707782 0.39266304 0.50514233] [-0.72241899] [ 0.73147343 0.53164174 0.61449496 0.32946987 0.48155291 0.60346208 0.5735487 0.59305291 0.62961478 0.5362256 ] [-0.19752798] [ 0.18629698 0.50390256 0.52115366 0.58384324 0.3600663 0.59486393 0.4153723 0.49910045 0.48981774 0.32006795] [ 0.4108122] [ 0.36417783 0.55056256 0.50608782 0.47083316 0.4974901 0.53861218 0.46928999 0.49854848 0.5070635 0.41407364] [ 0.19893955] [ 0.21259063 0.6651053 0.42727317 0.66352404 0.47103809 0.53019128 0.34144059 0.34203502 0.41027971 0.63987264] [-0.08220708] [ 0.82842781 0.61963932 0.62110533 0.40349264 0.4151851 0.37721782 0.67637001 0.5749928 0.63139745 0.40470768] [ 0.4818782] [ 0.32668501 0.7311102 0.30634243 0.4806355 0.29172185 0.46154649 0.47946889 0.59476675 0.66343267 0.37195769] [-0.98758849] [ 0.62072674 0.61181043 0.48473453 0.49158438 0.40778138 0.31855478 0.50828455 0.75257957 0.56308063 0.35608793] [-1.61536067] [ 0.57388084 0.54951431 0.50091357 0.46659081 0.29091859 0.25710411 0.45890285 0.61606413 0.59625387 0.25535147] [-0.19301599] [ 0.43003183 0.60207055 0.47851969 0.32320149 0.37434195 0.48980213 0.47492641 0.5794731 0.53504084 0.38731478] [ 0.84105385] [ 0.60208487 0.59180795 0.42246401 0.60791193 0.25484729 0.33228307 0.46232307 0.61603797 0.59606499 0.58910584] [-0.56190061] [ 0.76323128 0.56872378 0.51781708 0.42952588 0.29329359 0.57389448 0.45098823 0.50671946 0.60756735 0.52913811] [ 1.24555986] [ 0.61027346 0.2997992 0.53921959 0.43190543 0.30354909 0.30103393 0.52538428 0.66137434 0.47074817 0.19129448] [ 0.04420192] [ 0.26189426 0.60026184 0.4186113 0.71736511 0.37053561 0.57322862 0.39930506 0.54169364 0.39345317 0.65017327] [-0.24248574] [ 0.52177079 0.58138765 0.4588715 0.53017227 0.33393419 0.48722762 0.42355276 0.33162728 0.51218746 0.45844826] [ 0.17554899] [ 0.29217257 0.5901937 0.34375645 0.65745628 0.3619952 0.7065716 0.37402923 0.58467357 0.41027598 0.57414127] [ 0.2253825] [ 0.46048659 0.39757765 0.52442814 0.50602082 0.26578872 0.42052672 0.46111408 0.69938742 0.43943419 0.30682863] [ 0.05969091] [ 0.47199392 0.54139595 0.42448566 0.59613589 0.26530173 0.42285078 0.46247313 0.59168526 0.53207641 0.37202938] [-0.46171868] [ 0.48873335 0.57351189 0.61214245 0.33222914 0.48179309 0.42346447 0.44753971 0.48223097 0.58228332 0.56560057] [ 0.6002581] [ 0.52069723 0.6762273 0.4167418 0.59037176 0.30270032 0.34821109 0.55869842 0.70402112 0.63330386 0.27818196] [-0.20905271] [ 0.45372574 0.50747895 0.61547848 0.45146565 0.49120751 0.51846311 0.52714838 0.40055285 0.49795036 0.49414843] [-0.05964683] [ 0.39246347 0.43631418 0.60507925 0.517279 0.57008942 0.71245129 0.51359805 0.42175704 0.38430519 0.58596709] [-0.57878584] [ 0.44858096 0.32467571 0.62031657 0.47098639 0.53336871 0.59424173 0.46278757 0.55277646 0.43547913 0.40492205] [-0.83157574] [ 0.29303286 0.70456283 0.50269289 0.52242384 0.34184728 0.46973144 0.41718137 0.54571607 0.5545165 0.43733484] [ 0.07540358] [ 0.23140987 0.59439437 0.43766967 0.60600455 0.36610892 0.51666938 0.4860192 0.47514116 0.55396715 0.43460398] [ 1.56980119] [ 0.65215894 0.3968503 0.56426736 0.31460148 0.37462048 0.33328328 0.51881028 0.4749601 0.52282997 0.31383057] [-0.14859644] [ 0.37713748 0.44808026 0.54233831 0.48234388 0.45818452 0.46461005 0.42162247 0.47586649 0.45827599 0.28867209] [ 0.09815926] [ 0.45326191 0.49804146 0.46937021 0.45069668 0.36863143 0.42722957 0.47803566 0.51955423 0.54364676 0.40215124] [ 1.41001259] [ 0.80433461 0.61196995 0.53776323 0.38733345 0.20484539 0.26651172 0.56491946 0.68165714 0.61643965 0.31017058] [ 0.65094954] [ 0.16414999 0.55850495 0.42644909 0.68054244 0.56895437 0.8278475 0.48541583 0.46420909 0.39193204 0.61361319] [-0.70749823] [ 0.55160163 0.78304652 0.44607052 0.46463348 0.31815847 0.59573659 0.46694484 0.45559723 0.6257438 0.62378289] [-0.93585292] [ 0.6942507 0.6263347 0.57249552 0.47646911 0.32276596 0.41215551 0.50185693 0.47247132 0.65018948 0.50797921] [ 1.23918808] [ 0.50338138 0.51387675 0.53819635 0.44363842 0.35900711 0.40359034 0.48476367 0.68398845 0.60300785 0.3251926 ] [ 0.16517462] [ 0.4878907 0.21683887 0.62027381 0.37505265 0.59070142 0.62112541 0.43781971 0.48303279 0.45110556 0.32665924] [-0.42679039] [ 0.68370419 0.61376353 0.62622123 0.43485975 0.52963346 0.48096303 0.45972119 0.59479265 0.5978938 0.64891599] [-0.7803819] [ 0.60789643 0.63417011 0.49603569 0.61810488 0.47856846 0.57620979 0.40187895 0.5329405 0.45323896 0.54466246] [-0.27001392] [ 0.24688225 0.50877554 0.5070769 0.48900724 0.49720339 0.70344937 0.41570217 0.52854681 0.4777865 0.46705612] [-0.11598921] [ 0.4763868 0.65493861 0.37614257 0.56058762 0.30225197 0.54422732 0.49363837 0.57772859 0.52573093 0.42563889] Progress: 56.6% ... Training loss: 0.313 ... Validation loss: 0.499[-0.03956756] [ 0.58705896 0.59442721 0.55334601 0.48124539 0.50243229 0.56377021 0.46684355 0.57210134 0.63095369 0.5448041 ] [ 0.84513584] [ 0.13163102 0.68225557 0.44868509 0.69607919 0.40476269 0.79834869 0.25446988 0.39951023 0.46226122 0.67701875] [-0.20544879] [ 0.54009168 0.62599612 0.51310131 0.42234656 0.42213859 0.50902359 0.6020256 0.56137633 0.49989268 0.51856623] [-0.12024643] [ 0.51895239 0.4339375 0.56181412 0.44705842 0.42791542 0.30810534 0.45277405 0.47949411 0.56815259 0.32776297] [ 5.75579099e-05] [ 0.66092701 0.64758637 0.56356896 0.55857359 0.4491081 0.42791555 0.56338593 0.58715394 0.60381806 0.4337722 ] [ 0.65692354] [ 0.49668729 0.65726168 0.57215606 0.53303157 0.42488032 0.55977834 0.47104169 0.6467759 0.52276489 0.51534901] [-0.02663158] [ 0.62028164 0.67059998 0.47482137 0.47712129 0.32526952 0.58187073 0.45984662 0.59106555 0.60623517 0.64132462] [-0.78910427] [ 0.54804429 0.4329831 0.52038048 0.44918331 0.30043846 0.22822301 0.48638626 0.66819177 0.53394657 0.22099446] [ 0.47068567] [ 0.17576602 0.65326415 0.36808541 0.60750041 0.50167517 0.75019987 0.323299 0.49174833 0.53029374 0.68013304] [-0.06843308] [ 0.60299285 0.74117496 0.38061092 0.46788569 0.25626442 0.33303298 0.58517087 0.66649043 0.64900872 0.34972814] [ 0.30864871] [ 0.53872794 0.56856447 0.5760766 0.52106481 0.34863315 0.41011308 0.51708813 0.64982207 0.57544987 0.33356962] [-0.14623415] [ 0.31764472 0.46892621 0.40116907 0.58818082 0.45651103 0.6939994 0.31724401 0.59488748 0.41390857 0.3821338 ] [-0.40972381] [ 0.40060301 0.64477034 0.56897249 0.54519718 0.4961065 0.65345319 0.51762004 0.46979912 0.56276935 0.54063154] [ 0.10404255] [ 0.27442928 0.53747484 0.54446115 0.58260268 0.44130565 0.59233762 0.33636862 0.36590159 0.38513608 0.59498253] [-0.48020624] [ 0.41422595 0.52394267 0.53578701 0.43578876 0.44035175 0.61089963 0.49454836 0.63755603 0.55103061 0.4904003 ] [-0.11460955] [ 0.34144103 0.46832839 0.58780009 0.32675147 0.42508127 0.63188624 0.39691117 0.36320446 0.39967766 0.43272512] [-0.01857353] [ 0.45168618 0.5293237 0.44027698 0.46510133 0.42370539 0.44433694 0.41950188 0.46594696 0.48930551 0.40213589] [-0.29620009] [ 0.23688098 0.52432363 0.61691019 0.57070699 0.35676299 0.66842318 0.40222437 0.46304643 0.45428559 0.44118666] [-0.04864813] [ 0.47608476 0.64288848 0.4023625 0.60533906 0.26836837 0.55561052 0.48077433 0.72832323 0.51921679 0.38705199] [ 0.05526004] [ 0.34686359 0.46654948 0.57776197 0.40446638 0.54565612 0.63630951 0.3993571 0.4700644 0.45141175 0.61641685] [-0.06215125] [ 0.27222138 0.68746346 0.49219405 0.55240582 0.47248305 0.71203893 0.50179416 0.49215742 0.50571979 0.57809323] [-0.15284327] [ 0.27024757 0.31728531 0.59584901 0.53371643 0.39122327 0.67113061 0.43129647 0.42394777 0.42483572 0.38532707] [-1.13878064] [ 0.40108372 0.59251249 0.56588095 0.37265412 0.43008602 0.45979307 0.46591548 0.56906208 0.60077353 0.42832851] [ 0.26915839] [ 0.36934734 0.65952422 0.54481277 0.64906438 0.58039658 0.67632248 0.41667962 0.46198619 0.50124359 0.70724611] [-0.17190763] [ 0.57155735 0.5984378 0.48248183 0.53552506 0.3953521 0.34937241 0.3539771 0.52233447 0.55794224 0.50524499] [ 0.57549926] [ 0.49787649 0.69666924 0.50001571 0.36107568 0.35613112 0.55915087 0.53975999 0.57753257 0.49367495 0.48968223] [ 0.09768858] [ 0.5439811 0.28717499 0.62545811 0.22237269 0.52527874 0.42695171 0.53510317 0.63483012 0.50553697 0.24877167] [-0.68666201] [ 0.44785339 0.63328467 0.41661243 0.53999437 0.44093221 0.51784466 0.38876819 0.59284697 0.41111678 0.57628027] [ 0.34524868] [ 0.33967676 0.62635617 0.51615607 0.46216305 0.48007334 0.63609639 0.40499615 0.533832 0.64685143 0.57479199] [-0.19776714] [ 0.26007774 0.42685997 0.54819218 0.3852048 0.48673086 0.5290316 0.45612773 0.4734952 0.37780348 0.41770518] [ 0.07484005] [ 0.27997538 0.40376753 0.47675741 0.59887617 0.55709383 0.79344989 0.42482834 0.5109128 0.46571065 0.47970543] [ 0.24031381] [ 0.28217565 0.57956165 0.49839355 0.71405587 0.38838629 0.60157019 0.29226995 0.45068429 0.47616012 0.45269399] [-0.20515311] [ 0.7984901 0.48830733 0.62289481 0.2876348 0.44154824 0.35282418 0.58086464 0.47664139 0.55596628 0.45266317] [ 0.60352756] [ 0.64659693 0.74396932 0.56208203 0.48370445 0.42165834 0.56991339 0.48513502 0.51057762 0.65499371 0.57197283] [ 0.06741413] [ 0.42273339 0.74243432 0.46448989 0.61748324 0.38118545 0.65734651 0.44035246 0.52244655 0.58809517 0.63096781] [ 0.99866898] [ 0.38874855 0.60957564 0.36725762 0.68333747 0.29604929 0.53196728 0.49038854 0.51626226 0.50771365 0.44635843] [ 0.17515242] [ 0.44414312 0.59574392 0.58975402 0.56121383 0.54999089 0.56733987 0.51040851 0.49907599 0.51228925 0.54083408] [-0.60085237] [ 0.56543708 0.60278361 0.56221708 0.42068834 0.43939833 0.57225453 0.47563106 0.3535022 0.52581941 0.5381052 ] [ 0.14977054] [ 0.46932379 0.64031409 0.56335802 0.54080514 0.46000257 0.57069495 0.54578908 0.59610577 0.55770334 0.56793508] [-0.0743667] [ 0.45695806 0.61693394 0.48484523 0.55215119 0.37395442 0.60237315 0.42136674 0.33098326 0.54075444 0.70745001] [ 0.07851587] [ 0.25299799 0.43651171 0.47859183 0.47604895 0.51568453 0.79956727 0.37877279 0.50782271 0.5188727 0.53983107] [ 1.17291422] [ 0.7431577 0.42583654 0.7097506 0.3894696 0.48881424 0.42901735 0.44917765 0.56910234 0.5470985 0.40469627] [ 0.28632141] [ 0.2170871 0.75958672 0.37967396 0.66911145 0.37298513 0.69360566 0.3787111 0.54122926 0.48249258 0.68166128] [ 0.27542565] [ 0.24946939 0.60347442 0.45940171 0.46307202 0.35532379 0.56828197 0.39188798 0.60494821 0.44782116 0.40479456] [-0.99484264] [ 0.28453745 0.62392167 0.44912444 0.59028747 0.3490325 0.47242922 0.39313301 0.6083981 0.58214278 0.39810736] [ 0.22598721] [ 0.2239928 0.54824547 0.5471441 0.43949328 0.42686477 0.50698077 0.48801539 0.54200351 0.55256121 0.39410586] [ 0.43848074] [ 0.16907186 0.49758514 0.49090739 0.58432275 0.48648058 0.65721511 0.37293384 0.3781647 0.43816226 0.62392638] [-0.06389605] [ 0.42329175 0.40018953 0.6691035 0.34505531 0.57696174 0.57064678 0.38771263 0.49915077 0.48310331 0.66300406] [ 1.37461298] [ 0.62793659 0.60478249 0.5128643 0.35660129 0.39935813 0.37603265 0.60608159 0.65487296 0.56807644 0.34179044] [ 0.76530206] [ 0.40365935 0.49948781 0.42809432 0.36457095 0.3982567 0.39138406 0.50960288 0.59867908 0.53708 0.24953349] [-0.15317897] [ 0.76442651 0.5554608 0.52722696 0.34439052 0.26712438 0.48605072 0.47234155 0.50283802 0.50545442 0.43716769] [-0.42573944] [ 0.6476358 0.66732917 0.51478647 0.45623705 0.3977377 0.39294774 0.45659495 0.5030525 0.64936763 0.56688465] [ 0.01756081] [ 0.39865863 0.76900665 0.40132575 0.62549985 0.30476259 0.47113098 0.37503261 0.53881934 0.56071783 0.59045348] [-0.54966953] [ 0.82462635 0.56289583 0.58729283 0.2556724 0.37806762 0.36819435 0.59299644 0.54037914 0.57739991 0.51573865] [-0.65276388] [ 0.66191452 0.76207584 0.53904031 0.37724538 0.46061397 0.48226443 0.5651518 0.60005212 0.57877298 0.70325873] [ 0.02275894] [ 0.34359438 0.67216263 0.40966968 0.58623474 0.36174079 0.55874827 0.33170305 0.45802001 0.52420429 0.59991604] [-0.09701813] [ 0.45000227 0.66537427 0.43268673 0.51209871 0.366548 0.69073982 0.35296728 0.5031651 0.51369226 0.65293944] [-0.34595285] [ 0.67385111 0.30200334 0.67872512 0.42043673 0.56612412 0.59376145 0.44998892 0.58335216 0.48482744 0.45896315] [-0.09415117] [ 0.48251793 0.35515508 0.52667384 0.40733605 0.49320617 0.57702907 0.43826858 0.59982239 0.44433052 0.44737819] [ 0.06262783] [ 0.28667966 0.55065787 0.57655745 0.47234936 0.4222871 0.70600664 0.50916216 0.55299176 0.38416909 0.49336095] [ 0.03785387] [ 0.27663772 0.48120748 0.63013056 0.44154603 0.4285234 0.55630653 0.44901268 0.46704606 0.47516672 0.53448105] [-0.31156039] [ 0.5055375 0.53529137 0.52287139 0.38451305 0.58256164 0.59785024 0.44532685 0.46522173 0.37318771 0.58442141] [ 0.20264394] [ 0.57838595 0.32439757 0.64183443 0.47238597 0.55856643 0.57313628 0.53794984 0.54720889 0.40309858 0.45209815] [-0.21131463] [ 0.60855216 0.52010408 0.50352305 0.4327974 0.50695257 0.5359412 0.59203433 0.58366151 0.40435091 0.43274625] [ 0.23899554] [ 0.4177759 0.21125236 0.69719697 0.42750629 0.49442738 0.49890843 0.44699293 0.42951661 0.37779509 0.53308171] [ 0.31374717] [ 0.70818895 0.46672451 0.59616836 0.28938026 0.41105139 0.39272611 0.50330976 0.57929672 0.58335197 0.38891321] [ 0.25777371] [ 0.18194618 0.47571422 0.50534244 0.69379061 0.39546277 0.77415491 0.37828818 0.44603345 0.51001886 0.45300371] [ 0.00114789] [ 0.47461176 0.42318965 0.49109612 0.43818624 0.60683829 0.69508154 0.46389206 0.42872777 0.32266798 0.61770446] [ 0.34179584] [ 0.24265022 0.35931305 0.51147828 0.41592707 0.547138 0.76689693 0.39882083 0.35072555 0.36015981 0.51258694] [-0.10962458] [ 0.69127382 0.45839819 0.65107622 0.19761215 0.38602233 0.34565099 0.63655117 0.69773288 0.48814009 0.30670269] [ 0.1800671] [ 0.30815961 0.40539046 0.54687016 0.46823267 0.48818118 0.62426061 0.40786451 0.42614813 0.44033975 0.45120264] [ 1.9669114] [ 0.74709939 0.64873883 0.51215575 0.40979524 0.21049329 0.29284502 0.53867798 0.66235724 0.62054947 0.33601407] [-0.055756] [ 0.30323262 0.60569265 0.48111187 0.61834513 0.49325003 0.55632753 0.39791386 0.31590756 0.43341047 0.5126241 ] [ 0.85245432] [ 0.74434546 0.42355635 0.64505308 0.29087421 0.38139997 0.34551516 0.61798434 0.70821504 0.43658998 0.30604164] [ 1.46880314] [ 0.62842732 0.71198995 0.5344615 0.47848366 0.42914349 0.40508923 0.46497357 0.66094129 0.5963753 0.48632759] [-0.2207107] [ 0.55472346 0.73058438 0.49550463 0.50710706 0.28688556 0.47044918 0.48258269 0.57829642 0.64054395 0.56000871] [-0.12804858] [ 0.40115022 0.70876089 0.38892396 0.61341498 0.49876506 0.65619141 0.39100424 0.49415204 0.48340929 0.60117078] [-0.68447654] [ 0.57541919 0.59937405 0.6019393 0.43637742 0.42814691 0.63180769 0.52412797 0.48856812 0.49187199 0.53339703] [-0.33450841] [ 0.23470386 0.4307281 0.52772491 0.67938528 0.41690382 0.62796122 0.49988977 0.49669371 0.44170841 0.3544558 ] [ 1.5939144] [ 0.71201703 0.6471018 0.47926022 0.48516422 0.25158373 0.28849958 0.50975743 0.54273356 0.63552433 0.44944164] [-0.43691719] [ 0.4944626 0.33453547 0.68399623 0.30043497 0.51275505 0.46999145 0.52373142 0.5165779 0.44800155 0.42801262] [ 0.41432673] [ 0.62569394 0.73973147 0.48502237 0.42822339 0.33686742 0.36946982 0.4634894 0.56427494 0.68825841 0.48650402] [-1.05362147] [ 0.42550467 0.45200573 0.6298495 0.3208808 0.41476898 0.37933065 0.52529132 0.50544462 0.48669702 0.32517852] [-0.07866571] [ 0.66174148 0.45148244 0.58705662 0.40209286 0.49754292 0.37708564 0.49104388 0.51555324 0.43359573 0.42055061] [ 0.16642136] [ 0.1896854 0.57432243 0.42559263 0.61856766 0.39294072 0.65947677 0.36045989 0.39916338 0.49764511 0.49101024] [ 0.70348074] [ 0.68985514 0.70779506 0.55581482 0.39578203 0.35566066 0.56231568 0.58024086 0.57326772 0.5828472 0.55234867] [-0.42795922] [ 0.76472088 0.66511333 0.6019629 0.45169275 0.47295031 0.44004193 0.49576268 0.6105674 0.69754087 0.46109512] [-0.38798223] [ 0.50903769 0.57548618 0.60593887 0.47185888 0.50439056 0.6118706 0.42746543 0.47816208 0.45218124 0.52525867] [ 0.19693305] [ 0.37424835 0.51378061 0.66806532 0.40830463 0.59448498 0.67171946 0.37192196 0.38875452 0.37035369 0.62807353] [-0.95548094] [ 0.40628012 0.58692385 0.45593969 0.41619622 0.33465516 0.35903157 0.48693469 0.65210337 0.49471826 0.58191674] [ 0.12689173] [ 0.43563292 0.66612565 0.50359053 0.54473356 0.31518931 0.51352356 0.45437794 0.4922953 0.50347573 0.44131353] [ 0.57604063] [ 0.67867024 0.51144023 0.52074305 0.38762826 0.38936784 0.2899759 0.46573696 0.49399731 0.58578425 0.31441413] [-0.80357228] [ 0.40292851 0.78210979 0.35088144 0.73132901 0.21815782 0.4357326 0.45135919 0.61903513 0.5814857 0.68132268] [ 0.76222276] [ 0.75471681 0.50845503 0.6126518 0.22299518 0.24536971 0.21439166 0.5552303 0.65213863 0.55099943 0.26315893] [-0.52231514] [ 0.65935594 0.59249546 0.52391225 0.42302818 0.29233899 0.47330544 0.51272801 0.51486134 0.48826364 0.46384146] [ 0.30157807] [ 0.26739813 0.31248219 0.6910897 0.46255018 0.54710576 0.54652409 0.43455281 0.36568356 0.42853162 0.50010771] [ 0.05459857] [ 0.39183015 0.66144154 0.46954559 0.54828156 0.33591211 0.7009697 0.45816327 0.48451924 0.59250379 0.65304701] [ 1.4261815] [ 0.79768832 0.60430386 0.60957064 0.41100224 0.33755278 0.36093506 0.52997942 0.79772071 0.59673537 0.32120366] [ 1.51619401] [ 0.49213771 0.37948422 0.69567852 0.41382466 0.38958416 0.53211102 0.44412758 0.53140559 0.55147428 0.40321071] [-0.11337302] [ 0.74624582 0.72434138 0.5079627 0.44958098 0.34318026 0.51375017 0.5242063 0.67562154 0.62763707 0.54252566] [-1.42110292] [ 0.5122319 0.61742999 0.42203753 0.4182985 0.24963335 0.2940281 0.52783274 0.72583791 0.5701414 0.27049057] [ 0.29222341] [ 0.44912521 0.54069466 0.61774252 0.33627685 0.46319946 0.58386823 0.43203954 0.36322463 0.53437193 0.52533934] [ 0.19176948] [ 0.26788071 0.59417419 0.36159073 0.61930668 0.45342831 0.84602183 0.34322218 0.65006129 0.47513881 0.57790915] [-0.23735693] [ 0.41533477 0.47539117 0.51517799 0.44812303 0.54994009 0.65643412 0.43069541 0.50296154 0.35216257 0.56701515] [-0.41847337] [ 0.72635783 0.40246899 0.58287816 0.34943666 0.26427134 0.45276986 0.47653196 0.60751356 0.39321927 0.36191661] [ 0.11127561] [ 0.26589842 0.49691496 0.49555759 0.68314788 0.36986299 0.66055378 0.39391049 0.56616083 0.52897762 0.36592427] [-0.37659561] [ 0.40105804 0.29424923 0.61914011 0.25425678 0.53512278 0.5889823 0.51729945 0.42151185 0.31686465 0.34273984] [ 0.83384965] [ 0.228657 0.59734479 0.43628467 0.52701662 0.35903194 0.5522983 0.3062833 0.55551518 0.43606403 0.44126964] [-0.67561208] [ 0.71355174 0.58374219 0.66135181 0.35275538 0.44226085 0.35923232 0.56281434 0.70433164 0.55319729 0.39526848] [ 0.07507191] [ 0.23084771 0.50558941 0.56417411 0.5230556 0.46393141 0.64654216 0.41364713 0.34960114 0.38467392 0.52160129] [-0.46935536] [ 0.38058492 0.57722638 0.43070144 0.58327657 0.40510078 0.48115684 0.38620462 0.42295979 0.42394016 0.51431951] [ 0.18305706] [ 0.80379906 0.47274173 0.61203531 0.33193643 0.23457934 0.25883037 0.59788559 0.66791593 0.5691398 0.27145976] [ 1.00468599] [ 0.39084714 0.42659003 0.5732414 0.40362433 0.45150379 0.42877069 0.47088529 0.4382178 0.3864849 0.60056576] [-0.40608778] [ 0.76428436 0.45376233 0.66865683 0.27867738 0.46209948 0.41926826 0.55933335 0.48446735 0.6340466 0.44284452] [-0.51370926] [ 0.70441083 0.57926206 0.51107395 0.38507457 0.37303472 0.42806344 0.46814573 0.54944107 0.50463542 0.57664447] [-0.51853699] [ 0.46734441 0.52456793 0.59345408 0.44312818 0.40939685 0.4112129 0.51414887 0.47308844 0.5264309 0.41859678] [ 0.46222079] [ 0.26134006 0.35004122 0.66930418 0.38090295 0.6253151 0.71146997 0.40472444 0.26789024 0.32590251 0.55849351] [-0.62234448] [ 0.40125432 0.57124528 0.50809993 0.40730102 0.40418704 0.55120181 0.44642518 0.43054499 0.56356109 0.52628332] [-0.14918063] [ 0.52076307 0.56050072 0.4727443 0.32078782 0.41092588 0.34099604 0.49673755 0.5482349 0.54128065 0.41230492] [ 0.14512939] [ 0.29175372 0.39121069 0.68014325 0.48726228 0.54862863 0.67690893 0.37312751 0.35287961 0.44650519 0.47239833] [ 0.23718935] [ 0.38036295 0.62224452 0.40527065 0.70204598 0.32075532 0.56572845 0.43491066 0.36388275 0.62843055 0.62617098] [ 0.14567699] [ 0.66489264 0.62128129 0.48674496 0.49929449 0.26836294 0.41486828 0.55273611 0.50285416 0.57870518 0.47437343] [ 0.28563461] [ 0.65129932 0.63229118 0.49583716 0.4761895 0.30483303 0.55684298 0.53192334 0.50325643 0.56288791 0.58858802] [ 0.24511117] [ 0.45205861 0.67398218 0.48198143 0.49146262 0.40038421 0.43094896 0.45997624 0.66665297 0.61856933 0.44547998] [ 0.43999078] [ 0.33863653 0.60759324 0.5942094 0.4379324 0.43158588 0.60112486 0.38594744 0.43240353 0.59053396 0.57857942] [ 0.36251983] [ 0.43688874 0.41664946 0.67120686 0.4413951 0.52739291 0.48580274 0.41941509 0.488787 0.54979745 0.40660846] [-0.26776035] [ 0.50137388 0.65866332 0.51742377 0.43368329 0.37200851 0.5294425 0.61182775 0.61786036 0.54147521 0.4914762 ] [ 0.27418606] [ 0.69649306 0.54616814 0.59682441 0.33302895 0.36451722 0.51193221 0.51208107 0.47645421 0.62031859 0.566364 ] Progress: 56.9% ... Training loss: 0.311 ... Validation loss: 0.490[-0.14177634] [ 0.62207108 0.54611334 0.52874562 0.43672108 0.44561901 0.58427757 0.58731999 0.60632076 0.57764122 0.39850686] [-0.49930913] [ 0.37491152 0.80079046 0.33150664 0.65414142 0.32557851 0.41559719 0.3867142 0.44194332 0.49126316 0.65649867] [-0.5981064] [ 0.47001564 0.59015029 0.47979001 0.52811962 0.42113443 0.4925542 0.39146583 0.57765722 0.54108569 0.6093749 ] [-0.32128394] [ 0.65386076 0.61605668 0.44581361 0.31524355 0.42805944 0.62709779 0.50072482 0.56852374 0.4532376 0.51415703] [-0.66021903] [ 0.44088896 0.57887349 0.47128659 0.55384229 0.3591886 0.51366604 0.42819562 0.5856374 0.43557987 0.50253997] [ 0.00974844] [ 0.26491779 0.63853504 0.44835455 0.55248391 0.38052253 0.67344484 0.39515369 0.43297908 0.57385739 0.63416921] [ 0.16167591] [ 0.58083508 0.2671728 0.7227431 0.28714312 0.39974205 0.39090394 0.50139364 0.65452142 0.38461556 0.25349711] [-0.09221128] [ 0.47962243 0.58804788 0.5041209 0.56814565 0.41945428 0.77198978 0.41162453 0.50502681 0.39286952 0.65031737] [-0.62951243] [ 0.3507586 0.52472874 0.46630388 0.53608625 0.46850381 0.50610571 0.44262576 0.39413789 0.52921717 0.43942545] [-0.52774208] [ 0.40652103 0.44691446 0.70522054 0.45005906 0.38484138 0.49788778 0.42787237 0.44917049 0.5423198 0.3693887 ] [-1.14921709] [ 0.29840288 0.56343439 0.55150177 0.52875914 0.30793449 0.42484663 0.46979786 0.61392871 0.61664265 0.2792212 ] [ 0.07360159] [ 0.44925229 0.64664615 0.40501332 0.47464969 0.31046378 0.40068317 0.53544833 0.70407987 0.5700749 0.34378457] [-0.84735581] [ 0.44922356 0.76364114 0.33107887 0.645821 0.22605689 0.52717381 0.41630897 0.50328815 0.58078612 0.50879306] [ 0.16448929] [ 0.58964381 0.39370185 0.56142156 0.36883403 0.48761469 0.57876131 0.57198966 0.49597786 0.4958852 0.45068184] [-0.9604652] [ 0.31246243 0.44939506 0.57425687 0.4769915 0.40970636 0.35198501 0.51750508 0.57364183 0.52746627 0.45969483] [-0.20827261] [ 0.51055347 0.67147867 0.51677005 0.37360001 0.33336633 0.49872255 0.6170025 0.67388955 0.59899466 0.41574605] [-0.01430578] [ 0.62803671 0.6851586 0.43683306 0.54465713 0.27231973 0.31839823 0.50915776 0.57553186 0.64587423 0.47744847] [-0.33313042] [ 0.42433769 0.55613854 0.4206938 0.45126451 0.48222724 0.47918897 0.34008002 0.38291292 0.44845157 0.49729335] [ 0.38844731] [ 0.23981779 0.37948683 0.62625051 0.40572846 0.56530496 0.80394862 0.3531346 0.40991826 0.4221698 0.65400481] [-0.40426698] [ 0.23858723 0.52427059 0.61826935 0.56835179 0.35380142 0.66341532 0.40423092 0.46876843 0.45711669 0.43572178] [-0.41708407] [ 0.63816933 0.43593705 0.70265281 0.35009112 0.54329149 0.39654162 0.42344423 0.58992815 0.51986428 0.5260626 ] [ 0.68384166] [ 0.60027079 0.63893791 0.46829997 0.53845045 0.36256812 0.30882429 0.57542819 0.71922747 0.70595453 0.25035933] [ 0.35597957] [ 0.56924281 0.67255387 0.46028635 0.49810271 0.38447032 0.2914315 0.60172939 0.65041062 0.67532011 0.35143481] [-0.12598953] [ 0.41836287 0.64392645 0.41603362 0.52884014 0.3715263 0.72282373 0.43784139 0.45590006 0.59026155 0.6353029 ] [ 0.06119531] [ 0.58860808 0.67300136 0.58511384 0.39234362 0.43304913 0.44806717 0.63736169 0.56144346 0.59940666 0.49017352] [ 0.25440661] [ 0.39543871 0.29447176 0.70836968 0.3589712 0.45298685 0.56318998 0.42207711 0.42472839 0.44795617 0.35484078] [ 0.14040798] [ 0.55865794 0.68431567 0.41836213 0.56522576 0.32510123 0.53245197 0.49602094 0.61664023 0.6017173 0.50741633] [ 0.8809731] [ 0.48709787 0.58175438 0.59299406 0.33490457 0.461247 0.60414282 0.40656782 0.45612229 0.59319834 0.57196037] [-1.28978063] [ 0.60551684 0.61054592 0.50253412 0.48974906 0.26818071 0.35729132 0.49488363 0.5168228 0.61842028 0.36391113] [ 0.66091725] [ 0.65112793 0.56573497 0.53280136 0.37343556 0.39196977 0.45972974 0.45117389 0.49528309 0.58842191 0.50868916] [-0.10931163] [ 0.4390589 0.62664337 0.52391761 0.48318871 0.41477615 0.69098619 0.46175273 0.56674196 0.43785822 0.52668514] [ 0.7854755] [ 0.72160422 0.5240309 0.66592612 0.32590799 0.38439352 0.49825012 0.59570675 0.73422361 0.52095817 0.41332091] [ 0.03860698] [ 0.36804352 0.76871273 0.43290271 0.54136614 0.26051194 0.5574238 0.43265264 0.54802351 0.53783309 0.52397677] [ 0.013068] [ 0.25252211 0.47746335 0.61687029 0.45922951 0.42841726 0.6722716 0.38751572 0.39522613 0.4420508 0.49189635] [-0.17496632] [ 0.74888151 0.71377657 0.56117504 0.45153331 0.392655 0.43077965 0.6811906 0.58726889 0.66529681 0.46015706] [ 0.51153554] [ 0.23351717 0.50257107 0.56958269 0.56818737 0.53270771 0.65720981 0.37853977 0.30055332 0.32060702 0.6885895 ] [-0.18674481] [ 0.47307062 0.55114892 0.48374743 0.37595737 0.39139936 0.57582674 0.44457636 0.46834892 0.45840052 0.45986001] [ 0.12173016] [ 0.30792386 0.53232908 0.58430938 0.519092 0.42693009 0.44912055 0.43984366 0.44641841 0.5887736 0.45271812] [-0.13679461] [ 0.50311219 0.24864377 0.63841323 0.317323 0.52108572 0.51387313 0.42060071 0.40478504 0.29495836 0.42148813] [-0.1789189] [ 0.23798373 0.50915936 0.56280467 0.49237667 0.48718819 0.73717134 0.37614995 0.55891298 0.43632379 0.51283628] [-0.68376999] [ 0.54761511 0.3868613 0.63097792 0.32620736 0.53240098 0.62641682 0.54577953 0.41853982 0.40133225 0.51736981] [-0.11633855] [ 0.62397745 0.51658304 0.56844871 0.27924507 0.43665817 0.52197879 0.54110003 0.60308615 0.4856918 0.40882786] [ 0.14980865] [ 0.45309936 0.67395839 0.48277435 0.49019939 0.39915869 0.42817881 0.46114626 0.66886855 0.61987427 0.44259325] [ 0.93550946] [ 0.68778759 0.5566267 0.4833042 0.50977788 0.24605089 0.25246293 0.54365192 0.59336752 0.63290981 0.23229932] [ 0.29049244] [ 0.35902569 0.44135217 0.57833528 0.49990445 0.46197879 0.73473298 0.3296842 0.47403374 0.38967475 0.52531444] [ 0.08169572] [ 0.63583829 0.56845372 0.53955787 0.40289181 0.38375094 0.38888564 0.51900664 0.52597139 0.59105052 0.41696084] [-0.04628099] [ 0.15531422 0.58297041 0.44931478 0.71233583 0.33549146 0.52505408 0.42917323 0.48824602 0.54193377 0.48576047] [-0.4345342] [ 0.75847778 0.48053538 0.58841865 0.26272932 0.47689262 0.3326882 0.53250375 0.4386233 0.54993913 0.40514102] [-0.29887952] [ 0.40471531 0.40158993 0.58831457 0.25431159 0.62467807 0.62075075 0.47047161 0.42448593 0.37986169 0.49937362] [-0.56455201] [ 0.62976914 0.67474969 0.53199055 0.50849627 0.35003212 0.3544476 0.47267248 0.74112611 0.62303856 0.48747327] [-0.25426792] [ 0.63147628 0.49249868 0.5199329 0.38397843 0.43989178 0.40375354 0.5662154 0.41056001 0.63680802 0.39301697] [-0.01444622] [ 0.23850049 0.49167316 0.54915541 0.45773438 0.40718335 0.67587375 0.4339573 0.39600518 0.44643385 0.59695238] [-1.59835792] [ 0.7062735 0.31040111 0.71190925 0.09120788 0.56090063 0.36590258 0.62623436 0.55380407 0.48484524 0.37295809] [ 0.03624596] [ 0.39271063 0.27146971 0.70753163 0.43307056 0.42715283 0.54044358 0.48145079 0.4592191 0.37002136 0.36683227] [-0.05203283] [ 0.37987235 0.32025596 0.66033862 0.29709934 0.62068657 0.65757641 0.39908812 0.53330745 0.43368554 0.44985118] [ 0.07339696] [ 0.51159456 0.77503145 0.37919326 0.62668176 0.41012053 0.59728879 0.38793827 0.58536918 0.55558011 0.67182536] [-0.86580862] [ 0.43210186 0.50894097 0.43369998 0.47361283 0.47627861 0.50779156 0.44179018 0.54227625 0.41519788 0.40804286] [-0.3195201] [ 0.54515634 0.30025901 0.6891475 0.2631123 0.52279846 0.45731046 0.47003529 0.54079896 0.4057508 0.44886595] [ 0.64954426] [ 0.6229269 0.54674271 0.5570662 0.53004787 0.51729181 0.37752553 0.54690066 0.50522545 0.57990175 0.35325191] [-0.09560742] [ 0.42067857 0.18771557 0.75955704 0.24137837 0.50166263 0.46707869 0.4935084 0.42316671 0.37354988 0.27279712] [ 0.25817141] [ 0.32262304 0.56599628 0.36751395 0.62068795 0.44823748 0.59559315 0.38957575 0.51134214 0.4431457 0.54772988] [ 0.03219659] [ 0.39502932 0.73196187 0.52422654 0.66121889 0.45990634 0.63372912 0.39879198 0.54869809 0.50253852 0.67458171] [-0.21664026] [ 0.38145789 0.39375266 0.60934726 0.38498071 0.45074003 0.66145044 0.46369772 0.39718384 0.50807535 0.45953962] [-0.0807048] [ 0.32842486 0.78723732 0.38876925 0.67791915 0.33424994 0.60954224 0.42818167 0.48655718 0.57794372 0.71815556] [ 0.20508405] [ 0.67355935 0.57039233 0.52155386 0.27183329 0.42039465 0.43903411 0.45966306 0.51993929 0.56122912 0.48864955] [-0.14107515] [ 0.23790026 0.58798454 0.51385115 0.49441043 0.44176489 0.54179311 0.50091201 0.36604246 0.52380118 0.50805664] [ 0.17184787] [ 0.27563199 0.64502654 0.55101207 0.50289825 0.48370811 0.67332085 0.3851641 0.47961885 0.46766977 0.70707355] [-0.43340957] [ 0.57383372 0.49727224 0.50396348 0.40848961 0.43785299 0.59036881 0.40277674 0.52221763 0.44668577 0.58807148] [ 2.24510775] [ 0.69710189 0.53599661 0.53795191 0.29783522 0.30955685 0.20158674 0.49032007 0.67462885 0.56679433 0.36131469] [-0.04669088] [ 0.25314203 0.52021104 0.53536886 0.51376454 0.43212022 0.55576883 0.35303239 0.40096813 0.45297656 0.47215007] [ 0.42009021] [ 0.41320374 0.62323023 0.38882783 0.59635364 0.34519337 0.38964703 0.59588586 0.65310396 0.58414134 0.54829739] [-1.67001967] [ 0.43291695 0.4183835 0.50114034 0.49249735 0.35569553 0.42274928 0.49324523 0.68616625 0.42466204 0.24817464] [-1.63284202] [ 0.66673262 0.65193988 0.45976903 0.49617991 0.238025 0.26370868 0.53115657 0.60516791 0.68480247 0.2894444 ] [-0.53139028] [ 0.40281185 0.42375934 0.47118289 0.42366314 0.46734053 0.76599561 0.41076101 0.66351255 0.38164751 0.44346444] [-0.19627255] [ 0.37365589 0.52556707 0.46308513 0.42814521 0.46846169 0.52895968 0.41063076 0.48851657 0.58649308 0.38230637] [-0.56143099] [ 0.49515062 0.70554412 0.49823678 0.60605345 0.49207855 0.50173402 0.39086055 0.41767103 0.47420386 0.54184106] [ 0.01830333] [ 0.53929294 0.57933443 0.54027585 0.55841094 0.33193353 0.53014223 0.44714367 0.39622243 0.50286581 0.42876443] [ 1.87351892] [ 0.78402264 0.67031744 0.48282035 0.36773258 0.21264602 0.21283958 0.52985465 0.65126223 0.66861296 0.39340006] [-0.21398383] [ 0.3355251 0.45612666 0.57369927 0.40478299 0.56762289 0.59058561 0.36834165 0.38993531 0.37266559 0.53637408] [ 0.13028288] [ 0.34255969 0.69570687 0.41936002 0.75981564 0.37722462 0.74364484 0.3860558 0.46782228 0.47576164 0.62186696] [ 0.68095695] [ 0.49533485 0.62746495 0.49060275 0.43662398 0.38680602 0.43502431 0.42089943 0.56626986 0.51572401 0.55578975] [-0.3265711] [ 0.63525676 0.46103213 0.57725173 0.39252994 0.40692484 0.57168965 0.50431919 0.6534216 0.39470039 0.48641394] [-0.29377699] [ 0.28965207 0.33964718 0.71324875 0.38554517 0.51309858 0.59775857 0.48274894 0.38161882 0.38222546 0.48471376] [-0.24141953] [ 0.41744474 0.77607081 0.47858845 0.62286599 0.42123789 0.73185065 0.51012081 0.45215349 0.68134103 0.65773355] [ 0.59241019] [ 0.69245747 0.70776608 0.55681436 0.39399426 0.3544766 0.55781954 0.58211699 0.57644489 0.58466622 0.54861713] [ 0.23484184] [ 0.31589667 0.5933096 0.56259302 0.49304643 0.53005714 0.73146223 0.36339777 0.36873868 0.46176245 0.65021067] [-0.26513868] [ 0.46481436 0.69448252 0.5810109 0.45030787 0.40261409 0.63154525 0.55474192 0.55799693 0.55587209 0.51041081] [-0.5539197] [ 0.46172741 0.62598853 0.43083847 0.5196844 0.30594458 0.49477708 0.57814249 0.65872858 0.58864313 0.3610483 ] [ 0.67588678] [ 0.57908684 0.69766437 0.44862793 0.40960762 0.19849318 0.42195377 0.47212003 0.75044609 0.62827579 0.42940115] [-0.39714079] [ 0.29122104 0.70527494 0.50777817 0.52503082 0.39103765 0.67348268 0.48527469 0.55290876 0.46437461 0.53086066] [ 0.27717072] [ 0.26463355 0.59149226 0.44646109 0.58091462 0.39535568 0.72313587 0.32052639 0.35995462 0.41080849 0.55906895] [-0.19239784] [ 0.43693691 0.41637076 0.65324943 0.30922386 0.64135394 0.55822905 0.49390184 0.2561799 0.30589695 0.59597092] [-0.11735768] [ 0.32042658 0.49678659 0.51387045 0.46937635 0.4684577 0.66609244 0.33185516 0.5634856 0.4748686 0.55150031] [ 0.01062264] [ 0.24504565 0.56924632 0.44434784 0.56376916 0.440751 0.69405788 0.35621617 0.4320539 0.47208383 0.53399533] [-0.67970662] [ 0.37722872 0.66249193 0.4652139 0.53933056 0.34170377 0.54950264 0.44174057 0.4190763 0.58649841 0.50599378] [ 0.23666908] [ 0.45936253 0.54387321 0.54999155 0.3641477 0.38843848 0.44044219 0.61587233 0.69031481 0.53189646 0.31291516] [ 0.13874711] [ 0.64712476 0.34420058 0.71041773 0.21594707 0.33050698 0.43186509 0.52964324 0.6695766 0.50494392 0.27302487] [-0.62811118] [ 0.41142386 0.60559912 0.49794884 0.64294135 0.48938053 0.60998986 0.49461759 0.52410605 0.59993238 0.45484106] [-0.0484232] [ 0.78310855 0.49931476 0.50584021 0.43128208 0.33471348 0.26511759 0.56516806 0.4531132 0.62815525 0.42268838] [ 0.65350114] [ 0.58956331 0.43352202 0.58493246 0.38250003 0.37819155 0.33741953 0.40370391 0.53596598 0.4258442 0.38745355] [-0.24857792] [ 0.49432289 0.57229499 0.46544337 0.49038847 0.25690269 0.24583567 0.44374425 0.6429839 0.58700878 0.2443644 ] [-0.14867805] [ 0.42401487 0.39466992 0.55903561 0.32513179 0.46476765 0.5852724 0.43107353 0.41849011 0.35943907 0.42772239] [ 0.12004812] [ 0.17014548 0.46104156 0.57331335 0.46569533 0.47704178 0.6168485 0.40500563 0.43307985 0.43729337 0.49427534] [ 0.65701477] [ 0.28971095 0.76161399 0.35272376 0.61901273 0.29239182 0.49238045 0.34885429 0.64321135 0.52229277 0.51716253] [-0.20688735] [ 0.54960963 0.67293477 0.43049006 0.61156318 0.25362141 0.52458823 0.40176059 0.45364694 0.58986026 0.5134538 ] [-0.18393491] [ 0.49900894 0.65116464 0.48772944 0.45715673 0.24844871 0.43582108 0.53787403 0.63297183 0.60864075 0.4495282 ] [-0.56409898] [ 0.31687045 0.36070737 0.64869005 0.37083372 0.52229219 0.57669057 0.41598379 0.38459363 0.39050711 0.40067509] [ 0.09576336] [ 0.67645646 0.4407777 0.58607584 0.27025583 0.49144994 0.30542958 0.47757393 0.44686584 0.46777811 0.5090776 ] [ 1.53264386] [ 0.75627484 0.44938252 0.60865016 0.31888637 0.27712935 0.32582649 0.5830536 0.81560599 0.48059877 0.22112757] [ 0.20567337] [ 0.72130841 0.25516646 0.76708137 0.25184936 0.34315945 0.41183985 0.56201384 0.69259211 0.41947846 0.23980781] [-0.51786864] [ 0.50320944 0.67155122 0.33938419 0.49263495 0.40761403 0.61412708 0.49197245 0.53315192 0.44601266 0.45334278] [-0.02771221] [ 0.61294972 0.55714572 0.47053483 0.60812725 0.37714487 0.36950852 0.63044911 0.63704012 0.50595941 0.64075459] [-0.35085277] [ 0.29980799 0.38479369 0.47176021 0.48719359 0.44252679 0.5419968 0.38983199 0.46024718 0.3919629 0.39397837] [-0.09848166] [ 0.45072079 0.5147632 0.50594233 0.3281534 0.40534845 0.57092891 0.4350344 0.53689427 0.53144642 0.40817868] [-0.06185873] [ 0.50312165 0.72866008 0.34674817 0.69138549 0.25889649 0.43823744 0.37045059 0.50419864 0.60105389 0.60188672] [ 1.93220269] [ 0.78182479 0.73618221 0.56698577 0.21619817 0.32759675 0.38909131 0.62069232 0.74703509 0.70121265 0.39280131] [-0.6509227] [ 0.45080782 0.14195557 0.78466105 0.2060551 0.49433932 0.42924903 0.52936082 0.54301757 0.31415622 0.2784836 ] [-0.40059433] [ 0.59682372 0.67117712 0.4429338 0.51688723 0.25897999 0.42352546 0.4313382 0.56320754 0.57068264 0.48914902] [-0.55127391] [ 0.59431298 0.59461334 0.55552974 0.36463061 0.43611815 0.55116545 0.46197056 0.57545802 0.5390276 0.63461971] [-0.48615068] [ 0.56908186 0.56215117 0.53353869 0.2324066 0.48924754 0.52713916 0.4696006 0.49067579 0.50477169 0.50145355] [ 0.13524802] [ 0.34024665 0.47698561 0.68945104 0.36496252 0.59687465 0.55010219 0.46411157 0.34312406 0.50575898 0.49878597] [-0.33692884] [ 0.47452441 0.54015 0.48335748 0.28558371 0.42346728 0.45859906 0.44064973 0.51647252 0.50520889 0.37353592] [-0.50142406] [ 0.44947573 0.78651688 0.45642482 0.65897239 0.33201039 0.6320662 0.34910114 0.57991977 0.58893166 0.59271446] [ 0.45237496] [ 0.39919661 0.69343708 0.36248347 0.65759744 0.25168567 0.47114069 0.48876561 0.55508211 0.5913 0.50664672] [-0.20905768] [ 0.45173479 0.71389068 0.42836023 0.53129178 0.31056899 0.56749673 0.51433176 0.49256289 0.63207313 0.49672836] [-0.12194458] [ 0.38008566 0.40931031 0.64093499 0.32728975 0.51969816 0.63706829 0.42955706 0.3840195 0.44663278 0.52354168] [-0.14734078] [ 0.73677929 0.49873118 0.55770725 0.31518121 0.36888457 0.31864223 0.50913084 0.57801625 0.516191 0.43624172] [ 0.08394504] [ 0.35850424 0.81780734 0.36938181 0.72027536 0.39212541 0.67637378 0.36398408 0.61301271 0.62894135 0.67356665] Progress: 57.1% ... Training loss: 0.314 ... Validation loss: 0.498[ 0.58332042] [ 0.28323853 0.45129588 0.56338152 0.53543163 0.47632244 0.55518766 0.4711441 0.50653954 0.49886479 0.37493836] [-0.26323427] [ 0.48120874 0.52828637 0.59529687 0.35612057 0.5538664 0.55085229 0.47325957 0.42864604 0.47239847 0.47066578] [-0.08351097] [ 0.73702364 0.49873208 0.55880124 0.31392183 0.36822275 0.3183265 0.51067773 0.57854888 0.5177008 0.43439367] [-0.1844479] [ 0.70157357 0.55746414 0.5729789 0.35672277 0.32004811 0.38247449 0.5570599 0.47938699 0.59361154 0.43972023] [-0.53076924] [ 0.44809693 0.49634737 0.51850204 0.47485506 0.3390447 0.44649755 0.39526439 0.46907998 0.42417637 0.44266331] [-0.30663116] [ 0.29515069 0.62572897 0.39648027 0.49310618 0.35569669 0.4569247 0.44896786 0.54024469 0.53962066 0.6508579 ] [-0.06959937] [ 0.49324544 0.44669244 0.5322026 0.56957489 0.42663431 0.68167467 0.53345653 0.5051147 0.38173116 0.50136368] [-0.27411832] [ 0.74042017 0.57430683 0.53894477 0.2507081 0.34266283 0.38476681 0.51043344 0.52325817 0.49567134 0.43060702] [-0.71799047] [ 0.6090033 0.72058101 0.4570297 0.60444851 0.32011895 0.25431191 0.50192544 0.75967293 0.66521185 0.35468849] [ 0.185234] [ 0.68728127 0.63664505 0.50903475 0.3373855 0.33084439 0.44557908 0.50839923 0.62370401 0.61636662 0.4796903 ] [-0.0245511] [ 0.48574388 0.60123006 0.57975829 0.4470587 0.41596806 0.55757965 0.52543421 0.59516592 0.53160482 0.48085088] [ 0.0932917] [ 0.66808629 0.67374143 0.47391442 0.47886689 0.24373139 0.44918199 0.52460692 0.54186595 0.64688952 0.48449853] [ 0.58321058] [ 0.23334415 0.5489361 0.47401358 0.38698425 0.40457325 0.61558625 0.37891542 0.52488742 0.42062748 0.5379325 ] [-0.44124706] [ 0.41160841 0.73588826 0.40694553 0.6083996 0.24933464 0.57728403 0.37528478 0.49965428 0.50635524 0.55743224] [ 0.30097116] [ 0.57540098 0.6719189 0.54182864 0.46973911 0.47176518 0.5406765 0.50048951 0.45327844 0.63718022 0.50312302] [-0.1145017] [ 0.48957826 0.43198008 0.53663865 0.53220296 0.56282877 0.65718212 0.41074668 0.53014099 0.43404624 0.53127292] [-0.03160285] [ 0.40377374 0.72342994 0.3427548 0.60294067 0.30620222 0.55409672 0.32785858 0.60301834 0.59206821 0.54582663] [-0.06441277] [ 0.32991292 0.42064309 0.59265832 0.4186179 0.47712595 0.50564689 0.38678293 0.4921704 0.45471693 0.38014065] [-0.23380319] [ 0.2314842 0.5242678 0.61502787 0.57406418 0.3591125 0.67641347 0.39883184 0.45560494 0.45074694 0.44718582] [-0.90386547] [ 0.3777515 0.60760567 0.53025173 0.54441912 0.31539176 0.55516005 0.44061125 0.56707448 0.43878809 0.37131166] [-0.54493366] [ 0.66140479 0.59248017 0.52530628 0.42088921 0.29135678 0.47033963 0.51517424 0.51760915 0.49068226 0.46003273] [ 0.53967759] [ 0.22789495 0.61091077 0.43880382 0.59186986 0.35991838 0.68909383 0.2785286 0.4053536 0.39765835 0.50201895] [ 0.46270077] [ 0.46534107 0.4875473 0.51469621 0.40260897 0.30232579 0.47665025 0.41914865 0.74570666 0.46196676 0.29292085] [ 0.56836275] [ 0.24459346 0.49064779 0.63496027 0.54768466 0.40900259 0.76446997 0.33844411 0.31166875 0.3739495 0.58728088] [ 0.53499132] [ 0.59460865 0.56679042 0.53669947 0.32431398 0.37455272 0.45852304 0.50747365 0.74110983 0.64812223 0.33604483] [ 0.17485197] [ 0.63165257 0.63304739 0.5284958 0.3175362 0.54467512 0.63770339 0.47953978 0.49471156 0.46008931 0.60054048] [-0.16010243] [ 0.59847943 0.61430768 0.52957449 0.38590664 0.52425417 0.59749202 0.46093414 0.50700892 0.4754631 0.55957152] [-0.14021445] [ 0.51294829 0.65964462 0.41452115 0.62192682 0.43037729 0.51719697 0.43730907 0.58382703 0.59284974 0.47497953] [-0.13179681] [ 0.40589988 0.70107477 0.42517774 0.62881538 0.26786388 0.70399955 0.3477748 0.52091996 0.47158624 0.63946499] [-0.0474436] [ 0.32903248 0.59766316 0.51149578 0.5895506 0.3789684 0.46867786 0.37565691 0.51396855 0.66531199 0.40923328] [ 0.14619197] [ 0.22212226 0.53982382 0.52752589 0.64730639 0.37336439 0.63682331 0.4197925 0.46383109 0.49847003 0.41643778] [-0.2575397] [ 0.74753703 0.63310836 0.54310041 0.34732087 0.52428633 0.49995095 0.52154474 0.58260999 0.56666524 0.56621676] [-0.45850867] [ 0.38197455 0.68994398 0.31672301 0.62721898 0.38761531 0.45960363 0.39119816 0.39323267 0.49899145 0.5194013 ] [-0.39040669] [ 0.63471304 0.57847644 0.58026314 0.38957639 0.4710101 0.58557783 0.5674384 0.55055071 0.63680594 0.5516224 ] [ 0.16683081] [ 0.30659763 0.68821886 0.39134785 0.56482447 0.54050715 0.76120497 0.32154959 0.55274686 0.53318076 0.6392821 ] [-0.12396254] [ 0.27101644 0.37763044 0.6641627 0.51345629 0.38135935 0.5641693 0.4527511 0.42518346 0.41573676 0.39375914] [-0.06011502] [ 0.24214192 0.43025821 0.62007927 0.38679964 0.50186901 0.66277433 0.45127013 0.34142496 0.46952794 0.51412413] [ 0.09667399] [ 0.26581764 0.63140568 0.46039874 0.56155333 0.41204188 0.7785738 0.35320823 0.56470142 0.5102929 0.59811242] [ 0.13776043] [ 0.4368444 0.61235153 0.53869794 0.49860083 0.33255321 0.6446422 0.4668519 0.41638931 0.49072752 0.57174221] [ 0.02857437] [ 0.26054936 0.50160492 0.43606242 0.64357603 0.49596258 0.66291614 0.43786597 0.59601613 0.34442344 0.53062634] [ 0.46750083] [ 0.27863008 0.33623907 0.5393146 0.37616339 0.57903571 0.52566428 0.35426799 0.386718 0.39120155 0.33922788] [ 0.46280137] [ 0.33211169 0.60068465 0.55174758 0.48096544 0.46377984 0.59882583 0.39503377 0.48200958 0.4707397 0.47223008] [ 0.27080681] [ 0.26870286 0.37070836 0.63710267 0.4706622 0.49007656 0.69148055 0.40344254 0.39995782 0.38246862 0.54830984] [ 0.26409833] [ 0.58503474 0.65762749 0.44837661 0.44024753 0.27211194 0.36587363 0.53067543 0.51544133 0.60640326 0.37281482] [ 0.34584744] [ 0.49128387 0.33440927 0.56358918 0.44974104 0.4810627 0.5025169 0.56332059 0.54308208 0.42861544 0.54085646] [ 0.56821435] [ 0.33368784 0.63077565 0.49276166 0.52994646 0.39232728 0.48951681 0.44485285 0.57683559 0.70373401 0.43744235] [ 0.28899233] [ 0.4977407 0.4522729 0.56452093 0.49741673 0.44488681 0.46816619 0.5068948 0.46110718 0.4590831 0.47903589] [ 0.55095616] [ 0.30527945 0.5694038 0.45550686 0.71306591 0.67280524 0.6982932 0.40171586 0.36660191 0.33216931 0.58184024] [-0.24149146] [ 0.52747734 0.74249256 0.45145239 0.50935977 0.31399149 0.60176263 0.47789092 0.37180183 0.66833471 0.65120776] [-0.20906571] [ 0.54144619 0.59683113 0.5285907 0.41066311 0.43119526 0.49260092 0.4240216 0.5041655 0.57622968 0.52675272] [-0.36663834] [ 0.80581132 0.47888535 0.60567207 0.20450268 0.31080674 0.1944992 0.56901303 0.67796075 0.59129937 0.26604955] [ 0.10344365] [ 0.67837965 0.63121027 0.57905297 0.42409725 0.49393872 0.33629953 0.55298606 0.650723 0.59192912 0.473148 ] [ 2.16805637] [ 0.32547005 0.61713198 0.44446001 0.51538217 0.39864872 0.46338043 0.40165079 0.598732 0.59463342 0.46295486] [-0.31115205] [ 0.59117412 0.45639109 0.52671141 0.36897005 0.44954656 0.3610185 0.46064751 0.47743803 0.5630712 0.34874404] [ 0.82458954] [ 0.4330758 0.72228151 0.36444281 0.5646973 0.22821714 0.43298493 0.50948228 0.60755871 0.65558616 0.44050953] [-0.38731674] [ 0.61402894 0.68674247 0.48682632 0.42753626 0.34683351 0.50517007 0.43396296 0.58606313 0.66257306 0.59969215] [ 0.50871247] [ 0.22355308 0.64774834 0.40987058 0.64675889 0.42611693 0.72447951 0.42718034 0.37082606 0.54393025 0.60661256] [-0.24168341] [ 0.44058572 0.63308195 0.55910494 0.49375584 0.53249538 0.68475317 0.560635 0.3709254 0.56428136 0.57775851] [ 0.08028829] [ 0.23136448 0.52449418 0.48997745 0.58609799 0.36337432 0.70618498 0.38782711 0.40997865 0.49492256 0.47874622] [-1.14260982] [ 0.42146807 0.51761689 0.4886229 0.39960761 0.33297222 0.39465016 0.52918653 0.71197951 0.463662 0.21720122] [-0.43889079] [ 0.27913667 0.32274567 0.67891194 0.42620468 0.44915891 0.59863788 0.43307601 0.38117775 0.34737601 0.38696029] [-0.1807459] [ 0.34003157 0.53730929 0.47850866 0.49115949 0.38772373 0.57879162 0.47600996 0.37673455 0.52380094 0.54492648] [ 0.71350012] [ 0.1507904 0.48685502 0.52824807 0.68768634 0.45010446 0.78086733 0.3393841 0.29095224 0.41695005 0.53236963] [ 0.64179252] [ 0.19805442 0.73411555 0.44719374 0.66094533 0.41287879 0.69691894 0.32046225 0.36643695 0.4705837 0.73731411] [ 0.12302652] [ 0.57590969 0.54966965 0.43113087 0.41600438 0.34936591 0.44307388 0.40979545 0.51280016 0.47957641 0.42135622] [ 0.31078429] [ 0.53717944 0.53399861 0.53801548 0.43968471 0.38134319 0.44773689 0.51382861 0.52700498 0.5214386 0.50944094] [ 0.15147484] [ 0.49999839 0.60230931 0.50611782 0.47727022 0.4057774 0.52201025 0.58019558 0.57041439 0.4880196 0.50565858] [-0.19438442] [ 0.39750938 0.64522632 0.36508869 0.45196982 0.31931427 0.53975926 0.42125226 0.41629344 0.48034898 0.49553065] [-0.76492804] [ 0.39269624 0.77547699 0.3852744 0.61224856 0.27601114 0.64197115 0.4909974 0.60531703 0.64310132 0.51459702] [ 0.12386875] [ 0.60665075 0.52136368 0.53436525 0.31855875 0.39400117 0.38564363 0.49499089 0.51843156 0.56644682 0.43609623] [-0.44309308] [ 0.54983637 0.5728098 0.42373889 0.53766422 0.47931089 0.5281423 0.52388067 0.50869287 0.47318754 0.63435503] [-0.23386179] [ 0.67321454 0.53189185 0.56147677 0.4742517 0.41252326 0.32022454 0.55633073 0.6268896 0.63031986 0.28664606] [ 0.64750974] [ 0.33275911 0.51729243 0.48098016 0.32794887 0.43048509 0.59069323 0.43777487 0.47358485 0.57256706 0.49330451] [ 0.16623407] [ 0.27909145 0.37344898 0.68153601 0.370566 0.53987459 0.59485814 0.40592088 0.42838571 0.32482602 0.61539981] [-0.170396] [ 0.56242464 0.58566912 0.44496628 0.41307175 0.38221134 0.40548958 0.49219979 0.52682235 0.56331821 0.51520717] [ 0.30729675] [ 0.22265598 0.46469532 0.4720231 0.57257046 0.41228425 0.7344683 0.28935235 0.42464936 0.31390836 0.50388106] [-0.2518678] [ 0.67713849 0.60392337 0.48380317 0.53905701 0.41468917 0.45281216 0.44472985 0.65245889 0.57997919 0.4396899 ] [-0.36874368] [ 0.62813182 0.69022295 0.47399584 0.35297527 0.39075027 0.28843479 0.45185205 0.58361095 0.54639594 0.56554553] [ 0.02892112] [ 0.35696298 0.47433554 0.58813443 0.26056919 0.55594293 0.62998511 0.45026269 0.62003516 0.45291296 0.52940013] [ 0.55912446] [ 0.25374133 0.34998203 0.66649197 0.38379867 0.63110868 0.72377933 0.39922256 0.25742733 0.32064641 0.57055288] [ 0.19528672] [ 0.29826783 0.6681012 0.38590664 0.74241275 0.50657885 0.68390597 0.38466067 0.58757183 0.49594634 0.57785962] [-0.19679825] [ 0.68803913 0.59328886 0.49963746 0.36781313 0.32659328 0.32602956 0.45791563 0.53945692 0.49306018 0.48691944] [ 0.01918302] [ 0.4284686 0.5951047 0.3722073 0.6895332 0.50337595 0.69283606 0.4251487 0.47461584 0.45769239 0.59526828] [ 0.35497873] [ 0.26352193 0.74455406 0.35731175 0.60535557 0.41105465 0.5735158 0.44931182 0.57102318 0.55797641 0.58501001] [-0.00313325] [ 0.55428015 0.65874542 0.3872401 0.40533685 0.27811035 0.55456848 0.41343409 0.58002963 0.49014793 0.47963695] [ 0.5692894] [ 0.17156322 0.5219473 0.56125715 0.49369016 0.57419715 0.8294239 0.51061754 0.37056635 0.43378008 0.59671381] [ 1.2979829] [ 0.53181165 0.73272893 0.44630327 0.39025444 0.35142529 0.33872017 0.43635886 0.59407661 0.601295 0.49271126] [-0.02992833] [ 0.37781612 0.289304 0.71735393 0.33630119 0.4945723 0.61143043 0.45983555 0.43185574 0.359608 0.41547448] [ 0.42460454] [ 0.64115363 0.42072052 0.57048037 0.45288102 0.3432974 0.45520867 0.53471679 0.67742737 0.436658 0.32764467] [ 1.3892555] [ 0.77396816 0.66717498 0.50227956 0.45914964 0.20879624 0.2138675 0.53471375 0.67903209 0.63114115 0.37992362] [ 0.04754705] [ 0.49971342 0.49809617 0.50280895 0.40782341 0.46204904 0.59300209 0.41187491 0.48465248 0.48235425 0.45443852] [ 0.2269917] [ 0.63212506 0.48894922 0.46982329 0.51052368 0.36931993 0.4276701 0.62024788 0.65744324 0.55304275 0.33169461] [ 0.23221654] [ 0.32821601 0.63336457 0.45943519 0.56597937 0.3827428 0.62134673 0.38807643 0.42144182 0.57260988 0.61754938] [-0.01163376] [ 0.29522507 0.33863247 0.63524558 0.42832426 0.47911955 0.65173162 0.41276447 0.38909969 0.36494766 0.46627148] [-0.79506137] [ 0.37094017 0.63054579 0.36416266 0.56093783 0.31164633 0.38344677 0.44167651 0.57405385 0.54890616 0.33393652] [ 0.05246906] [ 0.37402061 0.77629568 0.34805089 0.59402817 0.45929235 0.6325944 0.32794736 0.4465957 0.5521978 0.68431329] [ 0.16114308] [ 0.4526851 0.49802983 0.46939508 0.45064546 0.3694031 0.42958113 0.47826098 0.51850274 0.54387378 0.40365834] [ 0.28850662] [ 0.24776382 0.56136002 0.48004088 0.5890156 0.49601622 0.83647197 0.35503238 0.58737816 0.51688064 0.59905823] [-0.07780275] [ 0.29236834 0.416921 0.62048038 0.4113948 0.53718815 0.72850956 0.40203145 0.52557554 0.38563401 0.50036065] [-0.4933296] [ 0.56786946 0.41387032 0.67959192 0.22327319 0.41721388 0.42185548 0.48229323 0.59891665 0.51495949 0.39980481] [ 0.03717279] [ 0.31117775 0.56550115 0.54844412 0.52871865 0.53371427 0.63037433 0.40190401 0.44764357 0.50578258 0.64506107] [ 1.67487334] [ 0.68160042 0.76851709 0.51879994 0.44566971 0.34270074 0.424559 0.52111292 0.58348617 0.64621506 0.51985978] [-0.02615784] [ 0.37521823 0.60262089 0.48664564 0.587991 0.46625156 0.74273734 0.45143791 0.52253915 0.47893563 0.56739874] [ 0.21865861] [ 0.53234346 0.16269637 0.78001903 0.23843347 0.37417072 0.41192512 0.53941881 0.61074617 0.38379247 0.21283875] [-0.48142707] [ 0.76031326 0.61021169 0.5785275 0.31935998 0.42187594 0.51273036 0.57401672 0.4491082 0.67867065 0.53291498] [-0.12251654] [ 0.52362105 0.69942018 0.44733742 0.52365694 0.35829874 0.39667888 0.50595043 0.54601143 0.56733203 0.64384722] [-0.35051317] [ 0.66442705 0.5452996 0.60370442 0.3493983 0.62225304 0.57108514 0.45979248 0.49869351 0.54941091 0.51254876] [-0.03826856] [ 0.62357452 0.5165833 0.56888939 0.27853756 0.4367997 0.52174762 0.54159148 0.60204143 0.48614587 0.40888014] [ 0.50114888] [ 0.43147895 0.56889467 0.51677633 0.39287257 0.32248003 0.38712618 0.54464279 0.62152982 0.55280573 0.37301901] [ 0.64991776] [ 0.2940998 0.64066565 0.40559264 0.52822236 0.35575449 0.57128003 0.400349 0.48122028 0.60142465 0.48182454] [ 0.51928272] [ 0.73623015 0.68564976 0.61063629 0.37740482 0.4334099 0.44671494 0.51983144 0.51840352 0.64574817 0.45037841] [ 0.02965034] [ 0.4962635 0.65071347 0.39845989 0.51246152 0.32273675 0.37169435 0.49171724 0.48083978 0.63806587 0.38494828] [ 0.16010296] [ 0.61284677 0.76502379 0.33800659 0.57639266 0.25158533 0.28322502 0.54446266 0.56984476 0.73070284 0.45077949] [ 0.17987394] [ 0.33732401 0.38768053 0.68083865 0.41764992 0.51438196 0.69448661 0.38693179 0.3908475 0.42206407 0.52210559] [ 0.0791052] [ 0.52836019 0.72586523 0.52356478 0.61931326 0.33464157 0.55125259 0.52685678 0.556986 0.6210559 0.55356917] [ 0.18279594] [ 0.22909557 0.4956564 0.46368891 0.42276845 0.50003508 0.60808281 0.34620051 0.45259179 0.38911442 0.48535303] [ 1.18337089] [ 0.39725433 0.60494211 0.43876251 0.50851969 0.35772126 0.60012936 0.42313466 0.77242459 0.63619737 0.37522027] [ 0.06043937] [ 0.40956968 0.35867387 0.70149691 0.27125463 0.54553707 0.62951373 0.44971383 0.4482575 0.31409981 0.50057547] [ 0.04649144] [ 0.36339223 0.24682704 0.60486988 0.30110253 0.50553492 0.64339391 0.45032145 0.34583783 0.30852155 0.36357476] [-0.15739401] [ 0.37479624 0.67109051 0.40233031 0.67763317 0.31633869 0.55973637 0.48192643 0.60723231 0.49350638 0.51437817] [ 0.09618712] [ 0.32909495 0.65801173 0.47392763 0.64109684 0.3041006 0.56904089 0.51102254 0.60347829 0.50586739 0.47235571] [ 0.93722865] [ 0.74841213 0.60386382 0.56734246 0.52688437 0.39855974 0.36516608 0.47527014 0.65584284 0.57296388 0.44441055] [ 0.72183501] [ 0.35148103 0.48278163 0.55423236 0.48028342 0.45175772 0.44755446 0.46968274 0.43299579 0.47268211 0.3233197 ] [-0.055483] [ 0.56110759 0.43289021 0.51392691 0.52516617 0.5160767 0.78803877 0.48485947 0.50204917 0.29083381 0.58608741] [ 0.35668792] [ 0.12587928 0.42545078 0.58408175 0.66634138 0.37507928 0.70487364 0.30637695 0.37042759 0.34479501 0.40979961] [ 0.0259088] [ 0.47051461 0.6484188 0.43313517 0.51948555 0.40148519 0.70158878 0.49240258 0.7110797 0.55523503 0.50909314] [ 1.66138066] [ 0.65000764 0.70912305 0.42163656 0.47059909 0.23996791 0.30928302 0.59775247 0.78060856 0.66554563 0.25453451] [ 1.14846089] [ 0.64114942 0.67433189 0.58084701 0.38015954 0.48672236 0.39014713 0.48694476 0.62777718 0.56468349 0.48120018] Progress: 57.4% ... Training loss: 0.329 ... Validation loss: 0.503[ 0.76371018] [ 0.51448754 0.6307746 0.49797956 0.44349258 0.41774265 0.48128518 0.54651491 0.74837595 0.5880253 0.37955261] [-0.38962588] [ 0.31958146 0.43670331 0.53465471 0.55835746 0.45999124 0.53840375 0.45235288 0.49226873 0.51423179 0.48713195] [-1.26355149] [ 0.81742519 0.66546162 0.61824927 0.38231412 0.41396112 0.44708844 0.60305355 0.61501163 0.72146131 0.45675574] [-0.17307643] [ 0.46563952 0.72262234 0.49961237 0.66861088 0.35952047 0.45490157 0.48030828 0.64166015 0.6536996 0.44805053] [ 0.64986623] [ 0.63308956 0.74386004 0.48966294 0.38491176 0.34278357 0.52158203 0.52382099 0.51017201 0.73335586 0.58996428] [-0.19144048] [ 0.35959527 0.57977427 0.42462719 0.30005424 0.47198425 0.65440072 0.40163782 0.3703311 0.41600058 0.51121703] [-0.60156677] [ 0.58434939 0.62439047 0.51123283 0.50577888 0.35356827 0.39068524 0.42740757 0.51098037 0.58969037 0.38916847] [-0.43889537] [ 0.38500713 0.58203886 0.49875089 0.65635863 0.32696996 0.59106817 0.3828595 0.35335942 0.53012518 0.48177933] [ 0.19071431] [ 0.56392994 0.45070425 0.6692541 0.43380511 0.55798829 0.49269458 0.50615365 0.52242669 0.49788359 0.40569932] [-0.52956397] [ 0.48317237 0.68356391 0.39566293 0.66944355 0.58641996 0.64385721 0.39392749 0.55430175 0.48516103 0.52540615] [-0.09959077] [ 0.40960351 0.65956214 0.39422042 0.60571511 0.38557462 0.49618539 0.3586866 0.51552195 0.51077379 0.67303748] [-0.83561125] [ 0.50780186 0.48109587 0.53150956 0.41510106 0.54604296 0.57991702 0.57141993 0.35978652 0.51681663 0.45546291] [ 0.10363566] [ 0.24374154 0.29709605 0.66473968 0.43825164 0.60489644 0.60260939 0.37324202 0.31551702 0.37199461 0.51840583] [-0.2066576] [ 0.42899227 0.5454969 0.52545129 0.6885687 0.52249112 0.66503705 0.3925574 0.40764949 0.4614909 0.51760253] [-0.01428438] [ 0.34112697 0.47824419 0.55109466 0.46308296 0.49710477 0.66889808 0.36758467 0.61446685 0.54396438 0.46726897] [ 0.40706367] [ 0.22138684 0.66287065 0.45978734 0.60596422 0.55992821 0.68480984 0.35154679 0.34632926 0.4555664 0.67103194] [ 0.71230995] [ 0.76655281 0.48514791 0.6890412 0.31308909 0.40121386 0.29332426 0.59913187 0.75400063 0.54864554 0.27456973] [-0.30971726] [ 0.34770431 0.65986473 0.32676351 0.57833784 0.48486506 0.57472408 0.34610878 0.50569885 0.44744402 0.54745315] [-0.69078721] [ 0.56879944 0.63190459 0.42402834 0.5169087 0.34515754 0.38998307 0.46156842 0.47268735 0.54276842 0.59712387] [-0.70680704] [ 0.57531795 0.5578304 0.46951719 0.44298982 0.45998187 0.53729552 0.47566399 0.37718806 0.52800237 0.52313531] [-0.15581504] [ 0.29262277 0.62765826 0.54297071 0.59291125 0.4869033 0.57063122 0.38754499 0.5370594 0.60755982 0.52569338] [-0.07806386] [ 0.27597773 0.53727712 0.54668894 0.57858586 0.43664353 0.58607848 0.33906824 0.37223666 0.38897791 0.58688124] [-0.26407693] [ 0.34612535 0.48887228 0.67411577 0.38929154 0.52639312 0.58147601 0.42903722 0.57120736 0.39937305 0.50919306] [ 0.49165438] [ 0.30697087 0.63763551 0.42922609 0.62417507 0.41375464 0.60602686 0.43184848 0.56199253 0.61899503 0.54786344] [ 1.75261428] [ 0.74312021 0.48191078 0.5546126 0.32528414 0.20750651 0.30206383 0.51384525 0.76006154 0.55226458 0.27442628] [-0.19496877] [ 0.4698437 0.66233061 0.49318488 0.56795046 0.40815371 0.46006816 0.3488677 0.58827658 0.63370377 0.5611261 ] [-0.08314293] [ 0.4763847 0.60330199 0.50971262 0.3782291 0.24117384 0.38125522 0.53528094 0.66940543 0.67569784 0.27527154] [-0.02935819] [ 0.2629377 0.57213157 0.55767741 0.51201927 0.47084765 0.69624052 0.4159352 0.40161612 0.50339504 0.56906665] [-0.69993856] [ 0.37968681 0.69795651 0.3611908 0.58648077 0.3648228 0.5557753 0.33326508 0.56009348 0.53873366 0.57054273] [-0.15197213] [ 0.30782794 0.74402383 0.48019096 0.6249206 0.40633029 0.76798305 0.34966213 0.56581702 0.63246116 0.68445895] [ 0.20951289] [ 0.21623265 0.60289916 0.56593951 0.51772396 0.40777814 0.74501671 0.38580166 0.4042321 0.49430647 0.61050471] [-0.50496888] [ 0.35134824 0.59139898 0.63987057 0.41918111 0.52451386 0.54940247 0.4619873 0.47260839 0.47863424 0.57254005] [-0.91205701] [ 0.79880694 0.75025638 0.57345665 0.33032162 0.45048539 0.54234886 0.62459111 0.5256505 0.71906943 0.55335863] [-0.12891113] [ 0.65859237 0.48882857 0.54284324 0.46326039 0.34268538 0.36776775 0.50076104 0.43200029 0.60319296 0.3690128 ] [ 1.33636058] [ 0.68580887 0.47715633 0.67940321 0.33710266 0.5189694 0.38967326 0.46646731 0.56175535 0.44169061 0.41612255] [-0.61241909] [ 0.53327219 0.38687543 0.62693688 0.33093893 0.54168461 0.64710485 0.53819438 0.39944044 0.3929162 0.53445439] [ 0.43629604] [ 0.38827536 0.59129305 0.47207131 0.34821803 0.36132333 0.53042576 0.41327673 0.52710529 0.45287625 0.40652686] [-0.50155352] [ 0.36037706 0.75823304 0.38276046 0.66553381 0.36218693 0.5026289 0.3882958 0.50259299 0.61299366 0.61523686] [-0.41380464] [ 0.40133893 0.58514386 0.51122242 0.51443152 0.51227761 0.4650303 0.42590498 0.4826776 0.6108909 0.40931705] [-0.52240958] [ 0.22042303 0.58153723 0.43495056 0.60640233 0.39073915 0.51238487 0.39529331 0.51662107 0.52539457 0.41713386] [-0.51836431] [ 0.41150957 0.37799696 0.59984601 0.44781591 0.48177513 0.66027844 0.51406922 0.45219938 0.42164828 0.49487691] [-0.21415113] [ 0.4574345 0.50669327 0.58986607 0.36529682 0.41633562 0.44463697 0.47916354 0.51259011 0.4969021 0.45489719] [-0.20963078] [ 0.27917733 0.66774047 0.53517177 0.47370339 0.38851496 0.6460568 0.42461652 0.56466735 0.56239829 0.52738733] [ 0.03704262] [ 0.34096883 0.55481111 0.54259964 0.49568459 0.37849321 0.5586676 0.47286016 0.54393855 0.51266551 0.46356783] [-0.19817867] [ 0.4878364 0.46847169 0.69811896 0.30466098 0.56505198 0.61307463 0.41842149 0.57389745 0.36996902 0.53518594] [-0.7929165] [ 0.56944671 0.56802743 0.54530272 0.39428122 0.54019383 0.48413381 0.51757683 0.2969257 0.46272952 0.54251035] [ 0.10987433] [ 0.25685027 0.5802218 0.44808086 0.49643373 0.55874779 0.74534122 0.30752355 0.56008063 0.45342277 0.62626894] [-0.63829076] [ 0.37799745 0.71485806 0.43507863 0.5663281 0.25559155 0.55170372 0.40617584 0.5169641 0.52390032 0.52072027] [-0.21898405] [ 0.48117814 0.27396938 0.61140465 0.28564623 0.57655433 0.61211492 0.4788125 0.46396029 0.37833393 0.35380721] [ 0.07449568] [ 0.52339263 0.65369474 0.41394872 0.51135707 0.25769752 0.34269768 0.49101829 0.69404936 0.61905631 0.36682043] [-0.27042684] [ 0.49589755 0.57075115 0.5314986 0.60030337 0.5693976 0.48781869 0.39046812 0.49635382 0.54177269 0.5579277 ] [-0.71234262] [ 0.53814103 0.55926367 0.5812718 0.39669623 0.58227088 0.47045596 0.47230122 0.47127262 0.52334286 0.52327154] [-0.54195408] [ 0.55256467 0.38914787 0.66822229 0.33868641 0.54906008 0.50373085 0.49330945 0.38954604 0.40702754 0.50846021] [-0.95380762] [ 0.61605502 0.72049984 0.46024049 0.59940825 0.31526834 0.2443005 0.5070132 0.76815235 0.67034091 0.3439516 ] [-0.55894189] [ 0.76160924 0.73374739 0.53606951 0.43842871 0.38386636 0.42384304 0.52672998 0.60158286 0.63144774 0.41186656] [-0.12643055] [ 0.41007195 0.69077389 0.52773387 0.5191549 0.34876397 0.54362064 0.53318514 0.65888 0.62370008 0.46340821] [-0.21442203] [ 0.32395825 0.47382358 0.60719019 0.42785686 0.38184475 0.60116503 0.46380097 0.59844575 0.52663166 0.37867483] [-0.27635243] [ 0.30080086 0.38373551 0.68659502 0.27851137 0.52629708 0.55217838 0.44957105 0.36429288 0.44681097 0.4366693 ] [-0.42998362] [ 0.69578372 0.58164816 0.64253526 0.47355772 0.35480517 0.36932734 0.50661907 0.71532293 0.55604977 0.35849604] [-0.42546588] [ 0.56838271 0.40074846 0.64418667 0.41130067 0.61644269 0.59425572 0.47947559 0.41254047 0.40851461 0.49472399] [ 0.23108996] [ 0.50861635 0.56431704 0.51151191 0.4390928 0.348188 0.50188223 0.55071632 0.73494562 0.53164345 0.32627865] [-0.1627718] [ 0.72751878 0.39539967 0.67467901 0.32469886 0.55515733 0.45360714 0.5951177 0.48460416 0.58658329 0.37183616] [-0.22248872] [ 0.54197648 0.49571242 0.58644125 0.41926757 0.53953368 0.62679304 0.46516243 0.48007649 0.43528075 0.56213398] [-0.97162894] [ 0.64787872 0.64567082 0.53437767 0.42864632 0.48146176 0.49806061 0.60207528 0.54851465 0.59512837 0.503946 ] [-0.61993094] [ 0.58333653 0.61926852 0.43707561 0.4845714 0.42283345 0.71025071 0.51362799 0.52799747 0.5095771 0.60588295] [-0.33470754] [ 0.58710765 0.61608165 0.51411751 0.51609892 0.27813002 0.59435646 0.42667337 0.49792308 0.51293422 0.48019432] [-0.99050768] [ 0.57508131 0.263383 0.56209625 0.40906508 0.31314497 0.47689949 0.44258555 0.52605085 0.32459727 0.3012041 ] [-0.5705295] [ 0.69178452 0.60521968 0.51819745 0.47949452 0.34736209 0.57008768 0.40239723 0.48027577 0.58703494 0.54810048] [-0.14467807] [ 0.46482284 0.45406514 0.67813553 0.30501275 0.61704827 0.7382162 0.38920396 0.45354811 0.37136502 0.64537831] [ 0.46006017] [ 0.61789271 0.55290254 0.55898456 0.49927891 0.46687659 0.52122652 0.44784951 0.48755959 0.60011459 0.44551842] [-0.34773657] [ 0.28976618 0.28678143 0.68258268 0.40304724 0.53608461 0.57215654 0.42188491 0.37494881 0.49066775 0.34505602] [ 0.2844057] [ 0.19495986 0.49767547 0.55596545 0.56390372 0.47024908 0.67754685 0.3542074 0.4180519 0.40766445 0.65786723] [-0.36243649] [ 0.40281869 0.64216779 0.42560995 0.47280519 0.3720949 0.38670214 0.45180882 0.53486758 0.4835187 0.59603149] [-0.78003952] [ 0.46975074 0.74202585 0.38717244 0.52132306 0.31007186 0.38629767 0.42492384 0.55722241 0.55764207 0.5987115 ] [-0.331105] [ 0.71132634 0.54113888 0.52345356 0.42395996 0.38594904 0.32023356 0.46059596 0.52830499 0.5336036 0.4174237 ] [-0.3042352] [ 0.56604213 0.3915371 0.65261929 0.39214477 0.47333977 0.35905553 0.52675559 0.44673592 0.42451059 0.47007418] [-1.0353018] [ 0.64596302 0.4809667 0.55804351 0.2788192 0.41221479 0.37640011 0.60147421 0.54008697 0.56950678 0.41679743] [ 0.28162911] [ 0.18135966 0.39636712 0.55662514 0.49001196 0.53249701 0.54494361 0.44145755 0.43000311 0.38649497 0.68167677] [-0.4194331] [ 0.33350558 0.75426615 0.3194649 0.67970408 0.27415395 0.57955067 0.52909794 0.62165851 0.54465115 0.56176092] [ 0.31552827] [ 0.5807537 0.49507475 0.57722231 0.40733045 0.30091619 0.42080427 0.47493129 0.61812593 0.57805318 0.4202786 ] [-0.07493802] [ 0.36011872 0.65626038 0.35613944 0.58916001 0.42986576 0.58319219 0.31901733 0.41103855 0.49469925 0.60520078] [ 0.41982113] [ 0.15239224 0.49349644 0.55928207 0.54887944 0.5183869 0.79237306 0.44097563 0.3247651 0.46604268 0.5731969 ] [-0.03518282] [ 0.62303534 0.59672931 0.55416004 0.55578725 0.43982981 0.45685124 0.4564362 0.63806507 0.65582566 0.38130306] [-0.35740556] [ 0.51771302 0.69207018 0.45283724 0.66861488 0.41375471 0.41110371 0.54489991 0.58784934 0.6635631 0.38187883] [-0.28222962] [ 0.37558452 0.55583544 0.49873725 0.64032304 0.348109 0.72806191 0.41621107 0.53843777 0.36988534 0.53954993] [-0.26267121] [ 0.33938206 0.18019621 0.76303258 0.27569468 0.55032917 0.63044078 0.39216281 0.46520227 0.2506139 0.39545175] [-0.69774528] [ 0.68281502 0.60412608 0.60581005 0.36786051 0.47188151 0.69137137 0.56723456 0.4854918 0.49922442 0.64531969] [-0.24782952] [ 0.55850163 0.73987106 0.44186238 0.42777425 0.35248133 0.45858929 0.50661051 0.52415215 0.67500955 0.55695486] [ 0.06802319] [ 0.45796538 0.67069322 0.47721064 0.49016987 0.30908272 0.47480088 0.44953569 0.61584002 0.54228578 0.50089052] [-0.17878945] [ 0.76258965 0.53461936 0.57399548 0.51281383 0.41340335 0.27285112 0.58367813 0.68439773 0.59644866 0.52192159] [-0.03405922] [ 0.2942285 0.54232913 0.46192296 0.55248016 0.35325648 0.4569528 0.51511761 0.47909949 0.48649275 0.47470506] [ 0.31168013] [ 0.51214362 0.68198827 0.40525578 0.46797857 0.31505003 0.45809498 0.55562683 0.63579375 0.72047735 0.4055228 ] [-0.14043906] [ 0.5736363 0.69209528 0.51521371 0.63727256 0.44698957 0.38542008 0.4805297 0.57755192 0.72192002 0.35556534] [ 0.78547859] [ 0.72510695 0.37614717 0.64525046 0.22168488 0.32984219 0.24718769 0.60531234 0.73732194 0.48315999 0.19976472] [-0.14448901] [ 0.36457801 0.69620929 0.3563296 0.5868853 0.36036417 0.58032875 0.36078826 0.43837409 0.49321779 0.60502018] [ 1.43149606] [ 0.69840231 0.42943585 0.5896213 0.36677237 0.37525578 0.33714371 0.53642962 0.64535738 0.43081168 0.33866302] [-0.23824154] [ 0.3647951 0.7584594 0.39835986 0.59555705 0.38082509 0.62551287 0.47160697 0.41645362 0.57165061 0.68724337] [-0.40861443] [ 0.31386277 0.49454755 0.56598306 0.40357176 0.49858626 0.57180285 0.35210187 0.44515287 0.46354116 0.52127213] [-0.45453909] [ 0.68478936 0.63134412 0.55604191 0.3724848 0.41948778 0.59384922 0.47282781 0.52308274 0.63540714 0.59174714] [-0.21482239] [ 0.24883599 0.59690466 0.3054447 0.660502 0.37460871 0.52803058 0.33930736 0.53870246 0.48940825 0.50331983] [-0.10340587] [ 0.24855022 0.58385075 0.47043752 0.55496399 0.40489784 0.62402516 0.37748169 0.40519032 0.61913442 0.50161425] [ 0.49923384] [ 0.15900311 0.55300193 0.56032735 0.63843779 0.35730577 0.7770885 0.31044279 0.3807412 0.44925392 0.58099162] [-0.10394345] [ 0.20080234 0.49322067 0.44560805 0.66585244 0.42368231 0.63596915 0.52439397 0.53223053 0.45176263 0.50078749] [-1.34041836] [ 0.59675849 0.62157442 0.60666088 0.50982807 0.39391575 0.41338812 0.4345918 0.61393002 0.50961972 0.37909474] [-0.03690065] [ 0.24709381 0.76294712 0.35167859 0.63828564 0.38770662 0.67609418 0.50141023 0.65914834 0.49554536 0.54371825] [-0.50770782] [ 0.48195503 0.65468852 0.49023402 0.59760584 0.3653985 0.63171546 0.46834852 0.38148098 0.57933585 0.60651931] [-0.33274103] [ 0.52404126 0.50880005 0.56649084 0.55399967 0.46233217 0.65253974 0.48252358 0.30664288 0.49644825 0.56184809] [ 0.23441217] [ 0.19968989 0.37140468 0.64645272 0.50364348 0.53650021 0.74801148 0.44088134 0.27317939 0.41314313 0.50293233] [-0.24116254] [ 0.3630634 0.53398513 0.49677376 0.37473906 0.57147076 0.58985879 0.35593552 0.39365594 0.46363641 0.55293734] [-0.10720858] [ 0.23520623 0.46853494 0.44809034 0.60531934 0.35313214 0.69879197 0.3881697 0.44116526 0.45831007 0.45021158] [-0.48561641] [ 0.51549378 0.47466751 0.63275954 0.38665378 0.46037485 0.42852262 0.43732999 0.49889396 0.54328966 0.52727744] [-0.24552079] [ 0.58281007 0.49811379 0.54266472 0.38946312 0.38307786 0.51589635 0.45066359 0.51733267 0.55916061 0.4936871 ] [-0.8755348] [ 0.46320268 0.61298074 0.52392662 0.58843397 0.26599642 0.53219353 0.39051153 0.40568243 0.49772075 0.44141651] [ 0.06882252] [ 0.58968477 0.65758228 0.4502357 0.43697779 0.26992989 0.35900055 0.53373207 0.52204485 0.6094965 0.3665727 ] [-0.02699004] [ 0.53804211 0.51042263 0.53450809 0.57022711 0.38776084 0.39322594 0.54823791 0.59021304 0.59394629 0.25781941] [-0.56122918] [ 0.55125698 0.69724619 0.44097157 0.53726193 0.24853249 0.47068762 0.44793317 0.55704692 0.57318938 0.49451099] [-0.07752967] [ 0.72878654 0.63608233 0.61876608 0.38713888 0.30552407 0.41975045 0.65881224 0.76555892 0.63002871 0.3970578 ] [-0.31517555] [ 0.39397975 0.71437702 0.39372127 0.5742716 0.45979601 0.61994703 0.39435596 0.54374375 0.48724796 0.60765535] [-0.54947018] [ 0.4349532 0.75917825 0.47383398 0.57247883 0.43917501 0.54842673 0.45490252 0.40246607 0.51454311 0.57090312] [ 0.22059513] [ 0.38649073 0.38211013 0.66619922 0.39376331 0.52574794 0.62050045 0.38145227 0.52029491 0.51446769 0.56955173] [ 0.27032068] [ 0.16910749 0.66380666 0.41505416 0.54863594 0.37080924 0.68884622 0.31959991 0.4106604 0.53459965 0.51686922] [ 0.17467308] [ 0.63996737 0.54128867 0.58817128 0.30211086 0.45467963 0.52111112 0.61072381 0.56118691 0.49455837 0.50029356] [-0.33819445] [ 0.62987769 0.33429333 0.73005991 0.3322485 0.59820182 0.35695203 0.49680518 0.49339507 0.36942559 0.48787655] [ 0.21237605] [ 0.19407949 0.35974933 0.473796 0.65971829 0.50558125 0.6167727 0.41837623 0.47464494 0.34488759 0.6191513 ] [-0.57741402] [ 0.39039961 0.65272792 0.48170768 0.5905029 0.37759605 0.5548674 0.46436859 0.4462794 0.55284352 0.47643287] [-0.72538911] [ 0.50461669 0.66383595 0.50466481 0.62495987 0.3751822 0.6007435 0.42369521 0.61552659 0.58212125 0.50236719] [-0.65777845] [ 0.34789612 0.71881559 0.50042066 0.59550203 0.36804758 0.62673449 0.41743536 0.58082284 0.67010879 0.55321979] [ 0.18794807] [ 0.36375237 0.67297717 0.45018512 0.72654528 0.32767781 0.72035882 0.36692057 0.47201308 0.44755406 0.6150564 ] Progress: 57.7% ... Training loss: 0.361 ... Validation loss: 0.544[-0.22079727] [ 0.52467878 0.63085389 0.53577602 0.34169805 0.42408021 0.50551358 0.44862398 0.61200889 0.55332628 0.55377678] [ 0.14280235] [ 0.27051328 0.66760286 0.5316533 0.47892072 0.39395803 0.66018868 0.41905381 0.55186541 0.55580707 0.53971545] [-0.8185998] [ 0.43075088 0.3514603 0.7343798 0.23174581 0.39228676 0.47618205 0.48899597 0.51217175 0.45059412 0.34344821] [ 0.14241566] [ 0.45865353 0.74274633 0.50178121 0.6335095 0.36693997 0.58736241 0.35782379 0.54547591 0.57163629 0.56234435] [ 1.6266432] [ 0.45134044 0.66084968 0.45471252 0.55285381 0.34162725 0.34040703 0.51726299 0.71628255 0.70749891 0.27669543] [ 1.10081577] [ 0.68624825 0.55499421 0.62812999 0.30306391 0.42700979 0.51023627 0.58358708 0.61328576 0.57161233 0.4142053 ] [-0.52625625] [ 0.38399961 0.74091946 0.34029212 0.68549852 0.27013582 0.61564009 0.44754742 0.57438991 0.54670023 0.44558238] [ 0.18366198] [ 0.28801203 0.2375546 0.68058466 0.4374457 0.47209744 0.64981726 0.41907356 0.43526393 0.33661789 0.41273226] [ 0.09399625] [ 0.45182648 0.35890876 0.59758958 0.28113294 0.46285845 0.55510552 0.46425602 0.41372559 0.38671119 0.37016481] [ 0.72952638] [ 0.55031639 0.61386586 0.43848146 0.40628175 0.31485969 0.48553956 0.60615642 0.77201853 0.52098582 0.32855715] [ 0.12911255] [ 0.24508717 0.67851565 0.41458285 0.63046354 0.42217086 0.66394336 0.45454999 0.49201952 0.40466157 0.57833544] [-0.26965643] [ 0.55590187 0.545756 0.44177241 0.39989157 0.38678786 0.46535927 0.47085904 0.57939484 0.39481538 0.45271561] [-0.15687391] [ 0.27095253 0.37687529 0.56073838 0.54533197 0.38795857 0.53804183 0.42367904 0.43694528 0.51861241 0.34955756] [ 0.54473765] [ 0.3557968 0.31413529 0.62697432 0.5142909 0.45375988 0.45219966 0.42953134 0.47842339 0.36587955 0.6136651 ] [ 0.15595932] [ 0.36559441 0.4640972 0.55096389 0.43150993 0.47418952 0.6536803 0.48671311 0.61149024 0.47092386 0.51355309] [-0.25781866] [ 0.75840113 0.67857722 0.46113144 0.36731285 0.33065779 0.35066705 0.48303454 0.56950139 0.58308241 0.5265418 ] [-0.60078715] [ 0.63733407 0.62022908 0.46302287 0.52292167 0.4243998 0.60000539 0.51966205 0.65919419 0.50932508 0.49731908] [ 0.48814523] [ 0.28132666 0.66904685 0.4129071 0.60413289 0.37689287 0.65321628 0.29787169 0.43463472 0.41552623 0.6572649 ] [ 0.17126247] [ 0.28774405 0.58586403 0.50607541 0.58417036 0.52288961 0.7053887 0.45208275 0.43460394 0.57455038 0.58430761] [-0.55463937] [ 0.47777042 0.58318953 0.48290105 0.53649066 0.27036258 0.35676247 0.40102533 0.55436017 0.58453701 0.34356924] [-0.20352513] [ 0.25672558 0.5502544 0.49911944 0.4424168 0.37730247 0.57682391 0.42454242 0.42604969 0.43689512 0.50281012] [-0.13191619] [ 0.63777271 0.61395073 0.5807944 0.57502825 0.44606115 0.48335306 0.51658078 0.5828585 0.56420205 0.52734933] [-0.01059459] [ 0.33472028 0.52646871 0.41835832 0.62497216 0.48274363 0.60763074 0.44665971 0.65157609 0.46891308 0.53211609] [ 0.45074944] [ 0.22000465 0.59201417 0.46109401 0.47077519 0.38432128 0.7338875 0.34423472 0.39804556 0.40436418 0.58911668] [ 0.20987865] [ 0.21908762 0.47584837 0.62736767 0.40086441 0.46359754 0.73061395 0.42111069 0.34047058 0.47602112 0.54184229] [ 0.07966539] [ 0.42051735 0.36813107 0.68671897 0.35821962 0.50019668 0.61556088 0.43067443 0.39217235 0.43385416 0.57139438] [-0.40057555] [ 0.42089453 0.63806743 0.38302998 0.57545725 0.31136929 0.5658249 0.45392142 0.717203 0.52239599 0.4494576 ] [ 2.09008702] [ 0.6196257 0.6767705 0.47769922 0.53612763 0.26797164 0.43711705 0.41778 0.51842174 0.69729131 0.49632266] [ 0.24046776] [ 0.18512211 0.6403475 0.40710011 0.49909267 0.40296875 0.76020142 0.32275112 0.48349028 0.51797653 0.55467923] [-1.13221017] [ 0.61480181 0.41470678 0.59572385 0.32754411 0.3489648 0.25719932 0.55752341 0.59218457 0.49145921 0.25597467] [ 0.22540861] [ 0.46161153 0.50936555 0.47975538 0.49232706 0.37980331 0.56890569 0.4094262 0.48978415 0.45739767 0.42742162] [ 0.0484082] [ 0.21590514 0.41572399 0.66268214 0.42970307 0.44889103 0.66886051 0.52184089 0.44854337 0.43014179 0.52022835] [ 0.0491106] [ 0.43829837 0.55940371 0.50631389 0.3939689 0.44435611 0.67523387 0.38655418 0.71604778 0.50875863 0.54054006] [ 2.59187254] [ 0.63229257 0.57190863 0.54091194 0.39401538 0.23033489 0.29787202 0.52660782 0.71256086 0.52112531 0.31482192] [ 0.81175219] [ 0.46106308 0.54104678 0.52777039 0.49671985 0.41389316 0.54703796 0.41289566 0.68695842 0.47071067 0.52507295] [ 0.18557045] [ 0.31698817 0.47487314 0.54749045 0.51908442 0.59349399 0.59757575 0.37198922 0.32870512 0.3761292 0.54402858] [-0.11268866] [ 0.53429091 0.70177642 0.47773574 0.4157264 0.43238755 0.59246695 0.51901286 0.59831961 0.49545174 0.64261951] [ 0.13678911] [ 0.2542784 0.55997873 0.42985788 0.63367956 0.38770289 0.64451645 0.42565989 0.34749943 0.5318089 0.5374904 ] [ 0.87664356] [ 0.67646985 0.62939117 0.55549786 0.26757868 0.5168999 0.42423962 0.63154346 0.45301191 0.64052319 0.46526062] [ 0.27002451] [ 0.67811398 0.78971111 0.42016142 0.49565799 0.22101818 0.41718973 0.48618893 0.55907287 0.63575919 0.48845091] [ 2.3674138] [ 0.69258735 0.47607235 0.55931059 0.3880813 0.28169504 0.33401177 0.46357972 0.72724955 0.51160798 0.30354138] [ 0.29686746] [ 0.48724426 0.49825064 0.46037583 0.43764517 0.34333073 0.58435593 0.503221 0.61664845 0.41264748 0.36151371] [ 0.15985257] [ 0.52867725 0.7373959 0.36517573 0.46642603 0.31520504 0.7127369 0.43528454 0.53793829 0.59981311 0.64959577] [-0.13626945] [ 0.2909278 0.66686206 0.47273261 0.55138807 0.33738468 0.50751371 0.34393553 0.5405573 0.59427681 0.4041254 ] [ 0.16257134] [ 0.40271541 0.52511464 0.46449726 0.6438935 0.5064795 0.68483976 0.37182646 0.55631907 0.48136228 0.5544757 ] [-0.1308496] [ 0.34168141 0.67001834 0.45336243 0.58070747 0.34978598 0.73152927 0.36084367 0.55990639 0.64687028 0.60832241] [ 0.33501247] [ 0.14021572 0.48701802 0.5117429 0.61807571 0.42820609 0.65814064 0.37258467 0.34354336 0.50844987 0.54082911] [ 0.17277921] [ 0.34852593 0.60411524 0.53349051 0.57628422 0.45133002 0.52496915 0.36727769 0.42787237 0.58843738 0.41750068] [-0.30129404] [ 0.4680302 0.57117523 0.52609939 0.55792569 0.55699277 0.66905211 0.45622138 0.49321389 0.54102759 0.49431732] [-0.22854878] [ 0.36244101 0.71465393 0.42930998 0.5748882 0.26298401 0.57619981 0.39739275 0.49510082 0.51315103 0.54109256] [-0.20261894] [ 0.54058247 0.58823546 0.54301318 0.47474891 0.4062277 0.43265657 0.46358665 0.48038911 0.55071085 0.45158634] [-0.28736781] [ 0.26804352 0.49339108 0.5501839 0.63436016 0.4162993 0.56997971 0.35489953 0.4862302 0.58993471 0.46993221] [ 1.6222156] [ 0.62272094 0.71160702 0.53305026 0.48012063 0.43165872 0.41123774 0.46351635 0.65352526 0.59409586 0.49099638] [ 0.72521087] [ 0.17795324 0.39508913 0.64489588 0.56028899 0.50528851 0.84259371 0.37581359 0.39604986 0.38990808 0.58636511] [ 0.13870558] [ 0.44432268 0.57166529 0.4751746 0.41392572 0.40667951 0.67456479 0.44217894 0.44381136 0.44680959 0.57114563] [-0.44046017] [ 0.4634322 0.49658881 0.45847356 0.60446551 0.4570142 0.58893346 0.51656433 0.60402496 0.38663057 0.42074258] [ 1.04731523] [ 0.38008476 0.59627326 0.51725826 0.41903043 0.36413281 0.44091146 0.46851011 0.62295602 0.60106141 0.32171397] [-0.15337793] [ 0.38234919 0.66294455 0.41680779 0.64980485 0.34555463 0.51523578 0.30738219 0.43992742 0.46092913 0.61799324] [ 0.12745441] [ 0.14254103 0.47919914 0.54792722 0.63899945 0.42004361 0.73094599 0.39790515 0.46720542 0.37785473 0.40087355] [ 0.34529191] [ 0.46233924 0.57604987 0.52332167 0.40859272 0.40572679 0.49559976 0.54151929 0.5047925 0.51695407 0.56269131] [ 0.14416892] [ 0.27767887 0.70987934 0.4500821 0.59825528 0.34368189 0.56214146 0.5372244 0.62406632 0.53917959 0.50374965] [ 0.52160535] [ 0.23988738 0.49918783 0.56657281 0.61992818 0.39422657 0.47302703 0.39663407 0.46772664 0.57200096 0.43000545] [-0.06992348] [ 0.37104506 0.71852897 0.42701798 0.51890121 0.36469953 0.57077871 0.42417445 0.50425905 0.58833013 0.55790476] [ 0.34114561] [ 0.52397443 0.33838173 0.57100162 0.4940129 0.4721679 0.62443851 0.54232664 0.53624405 0.43910591 0.61387488] [ 0.32984608] [ 0.28228968 0.42601892 0.55704709 0.43538957 0.48767398 0.56454878 0.29444022 0.42167821 0.40131063 0.37802225] [-0.71261702] [ 0.82436498 0.74523074 0.56663793 0.40884723 0.42366941 0.58684575 0.50302604 0.68719555 0.71937461 0.63259005] [ 0.39344169] [ 0.21859863 0.54361931 0.54312981 0.55222427 0.45683224 0.66752249 0.3690017 0.42949162 0.43795051 0.66648337] [-0.09730969] [ 0.50375913 0.36039915 0.55810457 0.39220476 0.49172458 0.68231608 0.40486174 0.65459259 0.56170763 0.45537487] [ 0.0271626] [ 0.57330172 0.388022 0.59966697 0.41975042 0.54962273 0.50332437 0.43261757 0.59134445 0.41347065 0.4050404 ] [ 0.26669335] [ 0.19456571 0.61565247 0.39290462 0.57095911 0.47248454 0.59833911 0.32828962 0.39031028 0.36962498 0.5190493 ] [ 2.31242753] [ 0.69925495 0.43833916 0.57400795 0.49706683 0.25835005 0.261414 0.47922856 0.61405777 0.47930764 0.35334209] [ 0.1634531] [ 0.37465777 0.57208117 0.50576646 0.57052418 0.435652 0.46165313 0.49648019 0.56186663 0.53247383 0.48092906] [-0.21591964] [ 0.50057143 0.5775614 0.55703376 0.40436565 0.43602853 0.39508306 0.49233076 0.63444191 0.62482247 0.35238782] [ 0.78216283] [ 0.19450052 0.65629647 0.33000361 0.75363821 0.53200733 0.72401374 0.41480897 0.42205721 0.33756762 0.63250643] [ 0.18211347] [ 0.40931511 0.55246818 0.47305318 0.3418735 0.45044436 0.68424147 0.36007321 0.53771764 0.46784715 0.53492839] [-1.10405961] [ 0.37001703 0.46926409 0.56220786 0.4898227 0.38960971 0.53777771 0.53134129 0.55876626 0.50435429 0.3081024 ] [-0.28715328] [ 0.6842458 0.60332757 0.51327156 0.4025206 0.41945097 0.49661226 0.46163446 0.44712117 0.61211399 0.51724304] [-1.2163001] [ 0.60232513 0.76266935 0.44786898 0.47618262 0.3960451 0.47961555 0.63672918 0.64739387 0.66479116 0.40574763] [ 0.32768667] [ 0.40307832 0.42223092 0.58906888 0.56941168 0.47272665 0.5972824 0.44369205 0.4864948 0.30858818 0.53719403] [-0.38483941] [ 0.52747145 0.70932004 0.39977499 0.64603741 0.30509196 0.47977818 0.38149101 0.30955472 0.49881802 0.55334676] [ 1.00871954] [ 0.44141765 0.65331317 0.49904452 0.61046303 0.35825624 0.63022418 0.40866948 0.57254752 0.59455963 0.58714086] [-0.30865336] [ 0.34284181 0.53702076 0.49093346 0.5003735 0.38350593 0.58983079 0.40860668 0.43020842 0.54083855 0.52316409] [ 0.19324964] [ 0.2888966 0.804096 0.28546104 0.66389081 0.43979466 0.69923755 0.49504267 0.51972904 0.43275029 0.61332448] [ 1.94005347] [ 0.65130334 0.43396179 0.5397626 0.22282755 0.34696779 0.24491992 0.56519685 0.61820063 0.57773765 0.25613958] [ 1.30632357] [ 0.81752572 0.4302018 0.58087551 0.43303178 0.35192234 0.24890799 0.6604435 0.74161736 0.47167566 0.4830355 ] [ 0.29277852] [ 0.65784437 0.42853785 0.66680132 0.3867422 0.54909552 0.52090508 0.49673876 0.55500789 0.42675089 0.54551842] [ 1.15867482] [ 0.61108573 0.57845908 0.51464394 0.55452783 0.35269494 0.60911981 0.46002912 0.52854714 0.54894694 0.52271061] [ 0.02224034] [ 0.51915923 0.58848916 0.49420007 0.51317264 0.42884625 0.76739867 0.44809422 0.53238773 0.43708835 0.65711076] [ 0.12158256] [ 0.26658215 0.57320151 0.43520397 0.6239662 0.4664928 0.72789348 0.45507328 0.61384466 0.50941064 0.56618999] [ 1.13325722] [ 0.7585753 0.63140726 0.53766144 0.48054806 0.36545048 0.3807478 0.53099612 0.75245903 0.65585367 0.31444994] [ 0.07630048] [ 0.26459366 0.66232502 0.44583464 0.59878906 0.36316548 0.78112683 0.42253975 0.56551977 0.52653532 0.5911992 ] [ 0.21887153] [ 0.36800747 0.32904068 0.63239646 0.43440257 0.48205459 0.62175259 0.38025775 0.43511331 0.4631061 0.35701702] [ 0.42444831] [ 0.25521859 0.67614877 0.30339824 0.71991161 0.51481344 0.69198193 0.36756517 0.54899304 0.42383108 0.65412587] [ 0.99805775] [ 0.39956489 0.45341972 0.55946533 0.37721421 0.41423615 0.58282981 0.38114813 0.4976724 0.5039832 0.50286217] [ 0.31814497] [ 0.34974698 0.45822996 0.48097173 0.66944536 0.39883059 0.63431492 0.38068572 0.38989011 0.36819128 0.44330115] [ 0.62289634] [ 0.5128058 0.63110129 0.50730082 0.44943392 0.39821058 0.41391348 0.42356792 0.53044531 0.45451234 0.60246152] [-0.10302142] [ 0.47667735 0.36292628 0.68271785 0.22612778 0.6750552 0.583356 0.44476387 0.49208721 0.35285501 0.54256852] [ 0.15296725] [ 0.28091447 0.49953065 0.53630001 0.48474674 0.54008446 0.76202592 0.40017784 0.46007059 0.53888274 0.55128186] [ 1.57942257] [ 0.62857863 0.5534604 0.56877325 0.39117598 0.25910433 0.33430096 0.61779325 0.79773291 0.54166902 0.23872703] [ 0.22507367] [ 0.33658709 0.62204854 0.40765065 0.50657133 0.41569778 0.42379994 0.48236019 0.54220309 0.53737028 0.44585518] [-0.33175646] [ 0.48877409 0.68636961 0.50660228 0.65661907 0.38073567 0.62843022 0.39589151 0.55730645 0.5406011 0.53338582] [ 0.2102766] [ 0.16062998 0.40150206 0.54989077 0.64660786 0.4801829 0.65950991 0.32997756 0.46109094 0.4243113 0.35664127] [ 0.14820898] [ 0.5703227 0.44687073 0.68727558 0.24476346 0.57888173 0.49053008 0.50561273 0.61176899 0.48102531 0.41864316] [-0.11084212] [ 0.60223304 0.67521582 0.48627807 0.61812023 0.46528307 0.52153929 0.43698601 0.55934073 0.59302084 0.49423356] [ 0.60490924] [ 0.60068351 0.33125316 0.62117951 0.28357487 0.46844671 0.42373606 0.54786958 0.52884937 0.51461797 0.33906176] [-0.83293294] [ 0.36925173 0.39922139 0.61464722 0.36191368 0.47826584 0.46236149 0.41709432 0.4647184 0.42394067 0.363585 ] [-0.12629053] [ 0.74813613 0.49984754 0.64996924 0.30953254 0.50628285 0.60551267 0.54880579 0.55841769 0.45475174 0.60754042] [ 0.01294943] [ 0.61243425 0.70332228 0.3890315 0.61943019 0.43465758 0.54492811 0.46688373 0.59387722 0.53875151 0.75379429] [ 0.72718116] [ 0.14872683 0.48173158 0.60336577 0.67545837 0.4970184 0.80457518 0.38955092 0.34520367 0.45982777 0.5529273 ] [ 0.03773326] [ 0.28611946 0.7277139 0.31551509 0.70268548 0.38519401 0.63699069 0.46163001 0.48084149 0.45866364 0.55751482] [ 0.94850453] [ 0.60192011 0.59099739 0.50781041 0.52498044 0.33869046 0.42401324 0.53740993 0.40932878 0.56587885 0.44843622] [ 0.00041352] [ 0.48204968 0.57200329 0.46162588 0.49652556 0.26171585 0.25881972 0.43823718 0.62927953 0.58005033 0.25360053] [ 0.69167401] [ 0.5809609 0.6893161 0.42846448 0.62649216 0.25410574 0.57004924 0.44532077 0.52223185 0.60432154 0.58182638] [-0.13194726] [ 0.45754736 0.59559095 0.4329371 0.54774454 0.4125398 0.54001004 0.30012367 0.43983594 0.44199218 0.55651994] [-0.06865972] [ 0.57316605 0.61885288 0.42500474 0.4105169 0.44794961 0.53256453 0.48059572 0.50664603 0.42222595 0.58473796] [ 0.58990588] [ 0.2236269 0.56961383 0.51366431 0.52999773 0.5712983 0.6651252 0.35396575 0.35321021 0.39164196 0.67254594] [ 0.37045121] [ 0.37889773 0.79926647 0.44006066 0.72805291 0.42627267 0.65863476 0.33487032 0.50812312 0.53683073 0.73489124] [ 1.87218931] [ 0.60932201 0.77630209 0.54307602 0.45033961 0.35953805 0.51675364 0.48893261 0.57880262 0.72854231 0.53846804] [-0.59312682] [ 0.39626003 0.69532449 0.37042748 0.7147603 0.31259871 0.58936683 0.45231461 0.52278772 0.54381036 0.38712878] [ 1.92949234] [ 0.66197886 0.48963652 0.62000918 0.33764938 0.3407199 0.39550992 0.45325493 0.50193986 0.53759227 0.43779915] [-0.05279984] [ 0.51155747 0.4514742 0.60609269 0.38332829 0.57494556 0.58033718 0.5117231 0.48272213 0.3652862 0.54828668] [-0.25110073] [ 0.34504238 0.32824765 0.65688632 0.35535461 0.5134122 0.42181833 0.51979313 0.47188749 0.4213301 0.29415166] [ 0.24241856] [ 0.73631936 0.7388496 0.58902863 0.31793133 0.33115959 0.31672566 0.64274552 0.72410481 0.67451793 0.36543025] [-0.04374692] [ 0.47457672 0.64649257 0.4092143 0.56249318 0.39292089 0.47389211 0.38817345 0.47584801 0.56052851 0.49469134] [ 0.17518696] [ 0.67462587 0.66338919 0.48878381 0.30572809 0.37431597 0.34873429 0.56387512 0.59585657 0.62462518 0.43452509] [ 0.02288547] [ 0.36940557 0.59505272 0.4249722 0.43312933 0.45336465 0.4897384 0.45308746 0.43693718 0.46328963 0.67312228] [ 0.212078] [ 0.24083488 0.76706446 0.28825477 0.64004219 0.40646002 0.63378465 0.27227856 0.55129735 0.48443371 0.66885758] [ 0.564421] [ 0.68447309 0.51754746 0.56793361 0.33171339 0.35045015 0.47300311 0.45488467 0.43673691 0.44040682 0.49594544] Progress: 58.0% ... Training loss: 0.369 ... Validation loss: 0.538[-0.02541786] [ 0.27828744 0.55691431 0.46997185 0.57372856 0.37692344 0.43717529 0.49310985 0.62461323 0.53838415 0.32765797] [-0.17907569] [ 0.37280008 0.62141255 0.59034574 0.57457989 0.43186425 0.74013821 0.36566798 0.60263936 0.467015 0.59351067] [ 1.07015347] [ 0.78124187 0.66592443 0.50505716 0.45170894 0.20587606 0.20407073 0.54044703 0.68705586 0.63674142 0.368829 ] [-0.33548909] [ 0.37776796 0.46999694 0.5756406 0.35363388 0.55394034 0.65484545 0.48989501 0.36577134 0.55388073 0.59679009] [-0.17850827] [ 0.14159812 0.4791784 0.54826443 0.63817821 0.41822368 0.73085238 0.39828583 0.46870256 0.37817852 0.39946873] [-0.18405109] [ 0.21143256 0.70532476 0.32883979 0.60564881 0.3818886 0.56607247 0.3116707 0.55276265 0.49814522 0.58945868] [-0.88587202] [ 0.43771917 0.70873095 0.54198146 0.57764726 0.51013629 0.58532746 0.46171158 0.51947957 0.60576533 0.5249709 ] [-0.50418059] [ 0.56548881 0.65979181 0.4877258 0.55291913 0.21008238 0.3423666 0.5497528 0.82178017 0.59681922 0.29203264] [-0.71130975] [ 0.46913575 0.66075666 0.45131592 0.6676162 0.42233624 0.37717957 0.50584236 0.59658611 0.59350845 0.49106739] [-0.08213264] [ 0.68104048 0.43975308 0.58784996 0.2660344 0.49130253 0.30153069 0.48088235 0.44832974 0.47188747 0.50355075] [ 1.30068464] [ 0.71997112 0.63216555 0.49481185 0.34354036 0.182405 0.2514216 0.54931575 0.75285393 0.63243562 0.29436761] [ 0.0103624] [ 0.26229487 0.46894517 0.66609101 0.45812958 0.42698975 0.76048979 0.43785927 0.42169736 0.38354585 0.5482063 ] [ 0.2094759] [ 0.20992932 0.42343366 0.55611282 0.71395433 0.3388364 0.74641958 0.32728355 0.3430428 0.39915435 0.4864024 ] [ 0.12831981] [ 0.36046928 0.61231849 0.47151528 0.49924569 0.41273859 0.4668924 0.51014291 0.59289381 0.43003853 0.47674467] [-0.2958794] [ 0.49300986 0.66696682 0.41370926 0.60241115 0.36595008 0.63620858 0.38248814 0.36507766 0.45160919 0.6552668 ] [-0.47326233] [ 0.36380013 0.70540278 0.46997733 0.48192436 0.29414584 0.52199681 0.42046832 0.41901123 0.59202603 0.52240724] [-0.55288854] [ 0.69030507 0.49373769 0.54299715 0.4125613 0.38959054 0.38844077 0.44516473 0.49084855 0.58807835 0.36098095] [-1.14569245] [ 0.37616992 0.6825822 0.50174303 0.51999904 0.33216741 0.52130334 0.49709023 0.66851204 0.48572237 0.43253751] [-0.40099037] [ 0.56182319 0.55805651 0.53399038 0.56292023 0.262827 0.41600542 0.48549133 0.53063756 0.50100437 0.46434409] [-0.13924315] [ 0.29431925 0.49856642 0.4606235 0.49097767 0.56505606 0.64120114 0.38417355 0.37710133 0.40235935 0.51825296] [-0.15179563] [ 0.67790177 0.46383842 0.63257901 0.32084075 0.27996897 0.25098001 0.57180291 0.74849549 0.47954167 0.19325647] [-0.07445017] [ 0.72895372 0.69855851 0.52651244 0.24963633 0.2045852 0.21006384 0.55598348 0.68571474 0.66020469 0.29618246] [-0.50806596] [ 0.34093226 0.25367804 0.74471583 0.36630443 0.50485556 0.58594819 0.49196924 0.40875809 0.39491954 0.35015329] [ 0.30091602] [ 0.45074973 0.6544031 0.49209865 0.52430963 0.26525553 0.45531937 0.53000944 0.73756551 0.52188162 0.32389654] [ 0.93491411] [ 0.82761505 0.43563856 0.70643049 0.18687407 0.45298786 0.27917361 0.59720388 0.69883134 0.53484127 0.28659194] [ 0.30169522] [ 0.50378455 0.67743199 0.48687553 0.57356602 0.28951587 0.47697002 0.37661705 0.51407634 0.58247115 0.50068245] [-0.70826269] [ 0.37446441 0.66393288 0.42521021 0.62659374 0.29745929 0.72970949 0.43523846 0.63004231 0.5692091 0.55367632] [-1.2469195] [ 0.53443914 0.6450501 0.5889817 0.61210395 0.37672842 0.54577712 0.41775396 0.56493394 0.51990014 0.43099325] [-0.65407993] [ 0.58677234 0.4722657 0.6130677 0.20070995 0.42079428 0.41138824 0.52624619 0.73577205 0.5841248 0.33113687] [-0.68692774] [ 0.65952405 0.54587032 0.58967377 0.26161268 0.38259813 0.50018135 0.50089441 0.56810502 0.51874283 0.46600194] [-0.43239476] [ 0.29479389 0.62129401 0.4675254 0.52866416 0.46737931 0.52852762 0.38205261 0.51809614 0.58848063 0.47323186] [-1.1237494] [ 0.39788232 0.43443237 0.59903685 0.39603944 0.44169924 0.53060387 0.52017648 0.45731344 0.36488533 0.30927098] [-1.53870954] [ 0.56877674 0.49289931 0.62068521 0.33337898 0.46119125 0.42280235 0.54477049 0.57374507 0.40175443 0.39018738] [ 0.31960935] [ 0.2051694 0.35135092 0.58526628 0.56479358 0.37243324 0.60097131 0.33639875 0.38572305 0.49369404 0.31285908] [-0.5001872] [ 0.37614772 0.69573149 0.30155972 0.75265872 0.32881387 0.4210027 0.36784811 0.33296695 0.50220691 0.57888505] [-0.33021496] [ 0.21966864 0.41550801 0.66490751 0.42517814 0.44349023 0.65964946 0.52565433 0.45820794 0.43472509 0.51022817] [-0.68924597] [ 0.39625681 0.51469368 0.59162984 0.37246556 0.47413191 0.39136586 0.43336258 0.50781228 0.43361721 0.52184605] [-0.8876668] [ 0.56643518 0.55177147 0.42978428 0.56400873 0.3320496 0.4481283 0.42841 0.37798275 0.51678468 0.52972265] [-0.43932412] [ 0.55062632 0.71253198 0.42276607 0.60227632 0.2594582 0.54589336 0.51666719 0.7284498 0.59291962 0.47539451] [ 0.1986502] [ 0.81023414 0.63084915 0.6144793 0.24334272 0.43112891 0.3144099 0.64049358 0.5678552 0.66175898 0.37257914] [-0.16857968] [ 0.63066753 0.47211158 0.62362043 0.36494066 0.45854288 0.58350149 0.55456804 0.60235615 0.53839175 0.54557228] [-0.19448929] [ 0.25655982 0.57496585 0.55144829 0.589867 0.49700687 0.6500341 0.4377075 0.36744779 0.53151126 0.47705622] [-0.25835762] [ 0.33087406 0.48698538 0.57489048 0.46063502 0.51325688 0.61595634 0.35482177 0.42710677 0.38005005 0.61349733] [-0.29524146] [ 0.44162639 0.76406855 0.44861665 0.71067112 0.44865194 0.59413387 0.37512376 0.44374527 0.50657969 0.63508001] [-0.55622721] [ 0.4120014 0.46099096 0.63786905 0.40966209 0.47651329 0.54537574 0.44549731 0.45880334 0.47362299 0.5342297 ] [-0.20294867] [ 0.45827112 0.5405617 0.53512761 0.45266376 0.37812209 0.55656997 0.37391987 0.68985604 0.52443853 0.49259564] [-0.04281244] [ 0.16289287 0.55794377 0.46055517 0.54668586 0.45313823 0.72423265 0.38698408 0.47829623 0.46399113 0.48538567] [-0.23958585] [ 0.53170182 0.57757852 0.43651369 0.5114224 0.4529212 0.49197078 0.44107566 0.53544954 0.52323399 0.38632565] [ 0.39170405] [ 0.31413901 0.57262896 0.47136702 0.46797267 0.3844651 0.43354605 0.45566352 0.57701108 0.46043177 0.33459864] [ 0.97179899] [ 0.71963266 0.72458612 0.50299085 0.47975029 0.3462079 0.31537119 0.56272923 0.74250194 0.70414977 0.31723374] [-0.35069609] [ 0.33785354 0.60225555 0.47959537 0.43742552 0.42080072 0.51948608 0.45504612 0.4055851 0.48113625 0.56969371] [-0.5795283] [ 0.61853784 0.62904026 0.54377739 0.42335386 0.34931221 0.62163281 0.46177631 0.6046514 0.68467362 0.6163475 ] [-0.83456009] [ 0.54709515 0.5131247 0.49530995 0.54861759 0.60629624 0.49569441 0.38561842 0.49093957 0.41954283 0.57438961] [ 0.80608855] [ 0.63822786 0.54797025 0.57719333 0.51041223 0.37194739 0.56258071 0.47810839 0.59042528 0.56896157 0.53225267] [ 0.1986502] [ 0.81023414 0.63084915 0.6144793 0.24334272 0.43112891 0.3144099 0.64049358 0.5678552 0.66175898 0.37257914] [-0.09111902] [ 0.70089469 0.59251496 0.56892864 0.4324321 0.36207251 0.46181677 0.4248049 0.37906466 0.57825869 0.50611804] [-0.56198583] [ 0.35105681 0.46524041 0.54068063 0.42106707 0.44359377 0.51644667 0.5211873 0.47441594 0.49466439 0.40676203] [-1.20306032] [ 0.77251878 0.69464236 0.57923048 0.45145705 0.44624448 0.45149887 0.55439631 0.55223999 0.68473961 0.42956652] [-0.39870867] [ 0.32464357 0.57856342 0.47733973 0.56635807 0.41063102 0.72839777 0.4151251 0.51840033 0.5036553 0.5578991 ] [-0.45548677] [ 0.42400362 0.60077333 0.43408924 0.71916497 0.43071609 0.56119263 0.52388161 0.55636722 0.51235807 0.69566505] [ 0.2758075] [ 0.71614709 0.42769668 0.62039239 0.33821373 0.39274 0.33406081 0.46013242 0.57298618 0.57818255 0.39281314] [-0.82583699] [ 0.51844974 0.78454119 0.44785346 0.5538839 0.47449899 0.48203205 0.49756701 0.44648809 0.52276547 0.66901603] [-0.41129119] [ 0.29941355 0.65798659 0.47901714 0.51611918 0.3694899 0.68851542 0.35975628 0.49215506 0.53188647 0.54946116] [-0.14889016] [ 0.23198048 0.59396863 0.44031177 0.60119246 0.35976313 0.50724075 0.48961781 0.48426536 0.55788701 0.42499827] [-0.45428185] [ 0.53713755 0.68886371 0.43422055 0.50466357 0.38526358 0.50341753 0.41383628 0.69781216 0.59982537 0.62307398] [-0.29804304] [ 0.32035316 0.49296274 0.62959651 0.45673461 0.41312358 0.63478742 0.48508043 0.45475388 0.46824924 0.52922756] [-0.1479069] [ 0.2469195 0.54469296 0.40883804 0.5992268 0.46886702 0.57506539 0.43468406 0.51694196 0.41016096 0.55628008] [ 0.14218921] [ 0.52444891 0.62960138 0.53523743 0.46040144 0.4265659 0.46855771 0.52152623 0.57208385 0.48332251 0.40580809] [ 0.87019215] [ 0.48758342 0.61203587 0.43125982 0.54322789 0.34714745 0.3493114 0.44546885 0.5295604 0.55950277 0.32882863] [-0.45395296] [ 0.53853708 0.41817293 0.62550757 0.3684599 0.53651064 0.41295883 0.57085146 0.50684548 0.45239276 0.45169429] [-0.5723921] [ 0.35995408 0.40486369 0.66186631 0.37288105 0.45732811 0.44479629 0.50729786 0.52478847 0.46706392 0.41525802] [-0.59614741] [ 0.58336628 0.73283588 0.44095605 0.58833507 0.39432073 0.38645429 0.4488225 0.60159781 0.67556292 0.44577364] [-0.2062087] [ 0.21414859 0.45709325 0.51215237 0.5821404 0.48917521 0.67900823 0.43146457 0.46523275 0.53662298 0.47171296] [ 1.1747568] [ 0.81305547 0.56629958 0.65998337 0.20577222 0.39378154 0.26498244 0.62609052 0.74391952 0.6409044 0.29208573] [-1.23037974] [ 0.49868628 0.39432719 0.60279006 0.27745279 0.42307876 0.38648607 0.51613737 0.62672669 0.56212301 0.3467613 ] [-0.26446458] [ 0.20681063 0.5473424 0.51586601 0.67404294 0.51952538 0.59384685 0.4297898 0.47684411 0.50990494 0.49538702] [-0.42409623] [ 0.40766811 0.49847693 0.5343453 0.44265594 0.44221675 0.64470038 0.41921945 0.39187744 0.47924293 0.61061976] [-0.15379512] [ 0.46779301 0.42269192 0.48916428 0.43906678 0.61115853 0.70256301 0.46071024 0.41933475 0.32019756 0.62391731] [-0.28176352] [ 0.26192934 0.59747675 0.36756103 0.60789166 0.42700271 0.49247892 0.31368033 0.5017104 0.52919911 0.45313757] [-0.71460571] [ 0.5196546 0.62547301 0.44521867 0.64441439 0.24981108 0.63256997 0.33366795 0.45992287 0.50224429 0.52225885] [-0.12999983] [ 0.5798928 0.61428706 0.51325477 0.34538335 0.38288846 0.47088764 0.55671143 0.60295581 0.54355132 0.4133333 ] [-0.62712164] [ 0.43241327 0.56309121 0.44286869 0.57730849 0.35289531 0.4452389 0.52803333 0.61954897 0.45478824 0.30569068] [ 0.17755225] [ 0.36885173 0.68614898 0.46507445 0.545634 0.39046007 0.61282927 0.41121249 0.67590916 0.5881712 0.45329017] [-0.30348508] [ 0.65501834 0.29992421 0.62702943 0.45093229 0.34431417 0.41125317 0.53925108 0.45437198 0.39922084 0.37600149] [-0.15357949] [ 0.39191525 0.41616624 0.55816701 0.33369065 0.47600232 0.67654918 0.41364139 0.49139956 0.42693126 0.51423117] [-0.58467647] [ 0.61148561 0.56958256 0.57094969 0.45533788 0.49521075 0.53346082 0.53515648 0.50469092 0.5374731 0.47206896] [-0.50908815] [ 0.76297541 0.57283966 0.54610779 0.28684054 0.30617425 0.43189502 0.49807358 0.59403741 0.58731909 0.41991228] [-0.87207911] [ 0.40940068 0.78109332 0.43246544 0.66925887 0.41275712 0.49147201 0.37872243 0.52569156 0.56396579 0.56641956] [-0.20965878] [ 0.48987401 0.60796429 0.40773137 0.52619914 0.28714306 0.57451644 0.41768326 0.55749048 0.599562 0.48563127] [-0.27910502] [ 0.60110875 0.74642236 0.42125722 0.46224236 0.23210445 0.34991344 0.56232909 0.69188281 0.66808947 0.40696305] [-0.59513306] [ 0.57502294 0.60681034 0.36532121 0.4525498 0.42495191 0.47553674 0.51239066 0.51229145 0.47006545 0.50944081] [-0.97297704] [ 0.39243629 0.54382552 0.51906474 0.35737284 0.2789649 0.44068521 0.48203811 0.69306628 0.51400608 0.33971708] [-0.8046036] [ 0.51794829 0.70797353 0.37637028 0.62316036 0.31250054 0.52257205 0.35149386 0.47617239 0.56237191 0.5637023 ] [-1.04134134] [ 0.69894565 0.75162534 0.49343166 0.31180601 0.37159117 0.46481777 0.48946948 0.57437699 0.70283009 0.62484621] [ 0.13751455] [ 0.27233485 0.6414217 0.47276288 0.50885118 0.35563694 0.53381914 0.39663713 0.60048103 0.60329606 0.41127546] [-0.3621878] [ 0.68992106 0.4345567 0.66623005 0.35916845 0.51842148 0.35978745 0.55400295 0.5355985 0.46831908 0.47728718] [-0.26917911] [ 0.35281123 0.71934004 0.36258058 0.57933599 0.41936614 0.61473095 0.477076 0.61024013 0.53273886 0.55638408] [-0.20093955] [ 0.63371245 0.45159011 0.5889602 0.42674373 0.57970352 0.48574843 0.59666284 0.51038051 0.4717581 0.36612363] [ 0.0678057] [ 0.38469701 0.36499174 0.6275603 0.33431902 0.50084627 0.52288628 0.41228196 0.49384264 0.41147434 0.37742204] [-0.16871698] [ 0.32263138 0.55049515 0.49922886 0.55759141 0.41249183 0.65666454 0.40478974 0.4772658 0.47285198 0.58863541] [-0.00694659] [ 0.6614032 0.66528051 0.5470978 0.56027943 0.3927254 0.40060849 0.50671181 0.6671369 0.61897422 0.5283513 ] [-0.89530908] [ 0.43625113 0.65237375 0.41326015 0.57362968 0.37888561 0.5769228 0.50244607 0.54342281 0.62451206 0.40074734] [-0.63362129] [ 0.49515915 0.49610503 0.61293183 0.41900041 0.41013904 0.43732536 0.4571843 0.51465084 0.5314371 0.43228223] [-0.29046556] [ 0.57570416 0.58407864 0.48129434 0.36624768 0.35138965 0.55778034 0.54668382 0.45204996 0.55472605 0.52719868] [-0.52017939] [ 0.49433998 0.74079937 0.48648115 0.4831468 0.46725779 0.61305335 0.41916 0.4912655 0.53918502 0.60166364] [-1.46549546] [ 0.45029928 0.6957064 0.4798253 0.53365227 0.22084932 0.36605294 0.41514753 0.60173869 0.52411134 0.37951803] [-0.13785526] [ 0.16894557 0.62801518 0.41956236 0.6682379 0.34751628 0.64935006 0.36299924 0.40949179 0.52224069 0.47421044] [-0.12289712] [ 0.28425712 0.47032124 0.53349194 0.53844785 0.51633904 0.81884458 0.37368472 0.58966534 0.47895579 0.55664049] [-0.20424152] [ 0.37742092 0.55460634 0.53249267 0.56830577 0.35804721 0.70368873 0.42847594 0.43377791 0.48884468 0.61897931] [-0.38171907] [ 0.51233436 0.20290118 0.78266818 0.24607383 0.65869483 0.51876757 0.45727687 0.3315654 0.32519394 0.42493515] [-0.60943593] [ 0.43188702 0.66597293 0.52128165 0.66848563 0.39419487 0.54767021 0.32678272 0.54672753 0.48918395 0.60534473] [-1.05446255] [ 0.44819092 0.64433812 0.39779916 0.53453157 0.33135233 0.63281062 0.47153267 0.61065767 0.53162685 0.42363869] [-0.02932084] [ 0.2923737 0.34699988 0.64512545 0.40006583 0.54598237 0.70620188 0.37856509 0.38780154 0.4362133 0.46391553] [-0.39895781] [ 0.63535615 0.63072971 0.48147536 0.3091174 0.35630336 0.47531475 0.52473067 0.55617349 0.60391457 0.44729785] [ 0.07448656] [ 0.31897625 0.5720357 0.56340547 0.4328669 0.49411428 0.7831041 0.33264477 0.45126548 0.431363 0.68219868] [-0.39568843] [ 0.53452308 0.51208393 0.59098174 0.32352966 0.43464737 0.45467531 0.46975445 0.59546687 0.53840863 0.49453893] [-0.34188124] [ 0.31403969 0.3568797 0.62714621 0.4426529 0.44025056 0.63464227 0.4073991 0.45346318 0.38984708 0.44837225] [-0.35101533] [ 0.32163903 0.56471103 0.55421103 0.5177552 0.52191269 0.60813831 0.41083265 0.4681964 0.51671054 0.62460462] [-0.54288074] [ 0.31548402 0.63552177 0.50438498 0.57242031 0.34032746 0.55739946 0.52047987 0.58033528 0.48428457 0.46628247] [-1.675388] [ 0.40638114 0.61104235 0.47780635 0.44391813 0.38392296 0.46289208 0.48297067 0.73908214 0.65774945 0.33377656] [-1.28508927] [ 0.81383851 0.65657299 0.5328905 0.30193081 0.31687761 0.43284604 0.57854221 0.55232793 0.71300288 0.47917996] [-1.00773188] [ 0.32863533 0.54588341 0.47891775 0.54633343 0.3550862 0.48264292 0.54510005 0.76019826 0.43166024 0.28795898] [-0.28897573] [ 0.50207459 0.73108543 0.32371061 0.54837426 0.21075037 0.50745822 0.41451146 0.60643439 0.54974406 0.4671618 ] [-0.37783521] [ 0.44158246 0.41574005 0.65577801 0.30319583 0.63832496 0.55011814 0.49742704 0.26078921 0.31025059 0.58736259] [-0.60296631] [ 0.36430534 0.7174855 0.41915223 0.64393278 0.33386074 0.58497771 0.34497455 0.58152309 0.60272405 0.6447694 ] [-0.18548687] [ 0.50966435 0.64252237 0.34518731 0.36150222 0.3566651 0.44524385 0.47251895 0.49410504 0.56837679 0.41853037] [-1.0325692] [ 0.34570957 0.68001266 0.43378221 0.64725492 0.30922552 0.60784464 0.5062785 0.64915082 0.58781671 0.41901019] [-0.70149339] [ 0.43079601 0.67601147 0.51650813 0.50315638 0.4612878 0.62311487 0.50425324 0.44333647 0.53040388 0.53689743] Progress: 58.3% ... Training loss: 0.418 ... Validation loss: 0.621[-0.81534825] [ 0.42410415 0.69515041 0.47024865 0.5466902 0.23125605 0.40282286 0.40090547 0.56836297 0.50676813 0.40918568] [ 0.52134373] [ 0.24280058 0.61998903 0.38513403 0.48651847 0.39154147 0.6928687 0.34232632 0.45930218 0.44811171 0.60575779] [ 0.09615854] [ 0.48835694 0.55607387 0.53039782 0.43856729 0.43253964 0.48693871 0.55487986 0.59320399 0.54458092 0.42816889] [-0.03014132] [ 0.55687304 0.42329671 0.60347959 0.34709969 0.47781156 0.69804521 0.39679543 0.68656861 0.5633622 0.51631303] [ 0.19944838] [ 0.35514713 0.35590164 0.64443165 0.40592453 0.47156943 0.51898855 0.51268252 0.43364792 0.38509437 0.42892547] [-0.00993877] [ 0.57542422 0.64080595 0.46571377 0.42405368 0.46944607 0.51849451 0.45426877 0.42958367 0.54174056 0.59404846] [-0.65316009] [ 0.82790411 0.74439966 0.56788748 0.40443962 0.42000102 0.57836539 0.506145 0.69133443 0.72237487 0.62549336] [ 0.09100624] [ 0.19925221 0.50102358 0.50704268 0.54793521 0.47396514 0.57407768 0.46965372 0.40875646 0.40650293 0.421516 ] [ 0.34422154] [ 0.53405924 0.28690831 0.62327768 0.22399886 0.53063425 0.44022315 0.53033052 0.62425609 0.50120766 0.25571155] [ 1.31947222] [ 0.670711 0.56210423 0.52594545 0.43053324 0.24579781 0.4296257 0.43594786 0.41063999 0.50044674 0.40198831] [ 0.28953174] [ 0.34723168 0.48284137 0.47489339 0.49565194 0.51586951 0.66405794 0.36534938 0.55289631 0.54713636 0.45812947] [ 0.41469165] [ 0.32590752 0.46400862 0.39534698 0.63672549 0.59971407 0.79419708 0.34825372 0.57377412 0.38536159 0.53985757] [ 1.96317205] [ 0.74216038 0.49434163 0.58522953 0.27743219 0.31450793 0.33423004 0.63354192 0.73452278 0.56589059 0.30018731] [-0.16486187] [ 0.42978249 0.56688925 0.3585795 0.53806451 0.4461965 0.60048425 0.31571869 0.48576039 0.46019693 0.54433582] [ 0.54232051] [ 0.19097358 0.52107711 0.48435163 0.44950824 0.47060227 0.68689849 0.36003183 0.38995772 0.45511854 0.51253762] [ 0.4440132] [ 0.59063692 0.59633401 0.4655642 0.55656635 0.31805911 0.44402902 0.43919634 0.41138371 0.6150851 0.43589738] [ 0.1951368] [ 0.35630951 0.37080519 0.66541414 0.32563441 0.4527767 0.46863985 0.44136755 0.41239561 0.47601705 0.33292038] [-0.51949764] [ 0.4192134 0.53013707 0.5256464 0.37090086 0.32823202 0.37675128 0.45597817 0.69354107 0.48968669 0.28182761] [ 0.71066054] [ 0.2580106 0.73026816 0.34323056 0.67859969 0.34966005 0.73266908 0.45245374 0.52272018 0.54128542 0.54697357] [-0.75492112] [ 0.54314264 0.37611689 0.70990181 0.25253932 0.31947352 0.3782652 0.50287623 0.56883264 0.50778873 0.25904013] [ 0.39817514] [ 0.21816834 0.49762275 0.49961928 0.53077377 0.41604557 0.63832308 0.26339436 0.3895583 0.43123139 0.47263666] [ 0.09593361] [ 0.19039177 0.44142535 0.53790126 0.66966242 0.36441293 0.63194981 0.47459121 0.45842139 0.48982425 0.45599335] [ 0.17968856] [ 0.32921268 0.56031537 0.45326761 0.39109604 0.44011835 0.68987708 0.41450169 0.48255248 0.42574213 0.44750476] [ 1.22198239] [ 0.61499826 0.56178368 0.60055465 0.58816151 0.45365092 0.47132312 0.36302093 0.5328141 0.55879056 0.40445917] [-0.23369264] [ 0.54959443 0.72826852 0.40856839 0.62068029 0.24903428 0.59892993 0.38107559 0.40244443 0.55150584 0.57902379] [ 0.03796195] [ 0.56819174 0.6562207 0.42941921 0.56893973 0.43018593 0.64113173 0.38426623 0.36081577 0.50155499 0.65668445] [ 0.54458001] [ 0.53447212 0.44684239 0.5666561 0.35599181 0.43721037 0.5166878 0.42114061 0.57149985 0.54570752 0.37843112] [ 1.78216893] [ 0.69501541 0.50750381 0.59241641 0.32905872 0.23188195 0.2579383 0.58967971 0.73411732 0.53540989 0.2702845 ] [ 0.29164338] [ 0.341615 0.46532555 0.60056208 0.40838734 0.51502769 0.62341573 0.45698475 0.52189228 0.42259947 0.45424025] [ 0.40512952] [ 0.39071415 0.66057326 0.49805535 0.56087549 0.34374802 0.7496901 0.46407044 0.62609129 0.44346234 0.53755309] [ 0.19570215] [ 0.70377153 0.54570491 0.62326011 0.31627241 0.44310608 0.45276192 0.55949799 0.51419663 0.45389357 0.51979779] [ 0.24287509] [ 0.33849414 0.73370317 0.31234233 0.66736919 0.40516999 0.64178423 0.43661186 0.53892517 0.50244263 0.53634351] [ 0.99034406] [ 0.55621714 0.58598598 0.38241519 0.59460698 0.32494302 0.3319462 0.50939956 0.55095709 0.51450814 0.69884095] [ 0.19905406] [ 0.48738886 0.68525739 0.4245059 0.423799 0.43424551 0.60587179 0.53627444 0.56044588 0.53721155 0.62045687] [ 0.20601067] [ 0.7400158 0.57985409 0.5851843 0.26129334 0.42084887 0.5604627 0.56302024 0.45398945 0.62655864 0.58991762] [-0.47643003] [ 0.4303959 0.29533482 0.73540931 0.27238954 0.44650118 0.50105119 0.50846243 0.51219721 0.43903275 0.31772515] [-0.07700531] [ 0.20184646 0.52565906 0.48738816 0.6164744 0.41245414 0.60041445 0.36290884 0.54632948 0.48495337 0.48480658] [-0.27911756] [ 0.71526544 0.45349784 0.60723174 0.30767297 0.49523082 0.52223019 0.41925324 0.49011068 0.48466178 0.51944964] [ 1.21424861] [ 0.69223063 0.60581735 0.61501994 0.47457853 0.34806717 0.31867395 0.51101458 0.73759087 0.61485931 0.29668413] [ 0.87937695] [ 0.56097133 0.64823129 0.38738765 0.53364758 0.27254487 0.38598305 0.53575146 0.53263161 0.66453437 0.37293745] [-0.12976972] [ 0.72821818 0.64289792 0.58180181 0.47169747 0.41694444 0.48698737 0.46576856 0.65376216 0.66352878 0.49728169] [ 0.69058007] [ 0.15044878 0.39006608 0.56182326 0.67842717 0.38296853 0.77061451 0.35891487 0.31117087 0.47113705 0.50609031] [ 0.8435111] [ 0.77581411 0.54545404 0.55384378 0.33960691 0.26777759 0.28059311 0.53783323 0.59870658 0.58039671 0.45761643] [-0.52895223] [ 0.36499487 0.49424791 0.53864967 0.53613801 0.50418818 0.3813071 0.45307569 0.59656872 0.52677194 0.41856539] [ 1.24001372] [ 0.51164193 0.663819 0.43571593 0.7086904 0.28194986 0.51220382 0.45250789 0.43688798 0.60475089 0.5230808 ] [ 0.21364386] [ 0.67796244 0.43932779 0.68838693 0.35181168 0.51931607 0.45409018 0.51786117 0.54726454 0.52450114 0.53553038] [ 0.32187732] [ 0.28311401 0.36058395 0.67556633 0.36771669 0.48591664 0.71298346 0.38496996 0.50051621 0.34649176 0.54014238] [-0.21818656] [ 0.55789994 0.51515038 0.60984611 0.19079958 0.70321919 0.64403487 0.51193149 0.41516604 0.46316283 0.60488347] [-0.36308474] [ 0.61523341 0.62611661 0.42602985 0.49496787 0.49852198 0.51139378 0.55772749 0.54727653 0.47534041 0.47551223] [ 0.13432348] [ 0.49727795 0.67044771 0.33790673 0.54521921 0.31884997 0.44993371 0.35686108 0.52278314 0.50401466 0.55251791] [ 0.6542159] [ 0.52658365 0.60444826 0.46645529 0.5059454 0.32269603 0.41801388 0.49729761 0.55568437 0.54336109 0.47176939] [ 0.36744369] [ 0.26461027 0.50400906 0.33991945 0.72037617 0.41840028 0.55772444 0.42582541 0.53456806 0.36240157 0.71837957] [ 0.51783892] [ 0.3814806 0.7279658 0.46586797 0.54649917 0.40569837 0.62436027 0.41413502 0.42395204 0.53385549 0.59194281] [-0.19009219] [ 0.56871519 0.5526276 0.53423013 0.57967474 0.48095656 0.41678177 0.41684392 0.58555031 0.6139144 0.49876778] [-0.4562708] [ 0.36625022 0.44528656 0.51809687 0.57748615 0.43521931 0.55212583 0.48430949 0.54342488 0.38513911 0.42898827] [ 1.03938602] [ 0.60422528 0.64539958 0.43191377 0.30478088 0.40472557 0.37673717 0.5441748 0.58278308 0.64230445 0.396499 ] [-0.60838256] [ 0.48979875 0.38011572 0.69598532 0.31566723 0.37608751 0.33365055 0.48843502 0.55844252 0.43769271 0.26251308] [-1.02227847] [ 0.65057502 0.71138821 0.48894655 0.49032739 0.2689293 0.44598999 0.49192079 0.51639959 0.58201473 0.52357044] [ 0.2898238] [ 0.44817116 0.78351263 0.29520677 0.64350208 0.45923283 0.64556226 0.50510445 0.57523776 0.51601027 0.72442694] [ 1.31488599] [ 0.35838204 0.61485066 0.44641678 0.44102015 0.37481487 0.37801669 0.52753348 0.53915416 0.63422664 0.30012728] [ 0.30756579] [ 0.37940974 0.7259636 0.43618995 0.6025381 0.45884159 0.65968987 0.43267221 0.38838784 0.59508898 0.63170624] [ 0.72517155] [ 0.75827551 0.62382819 0.52640833 0.38535882 0.33671879 0.40467395 0.50989965 0.45420463 0.56247598 0.57794659] [ 0.80784471] [ 0.36727472 0.74556927 0.42833699 0.54890894 0.3275924 0.48532852 0.50572193 0.64915586 0.58055356 0.53119356] [ 0.603595] [ 0.58214697 0.6200112 0.46246363 0.54493026 0.30420121 0.4024518 0.46983172 0.43991856 0.66107307 0.41527113] [ 0.47513342] [ 0.26402899 0.46258556 0.61195412 0.4204117 0.56059727 0.67438663 0.35243834 0.46386733 0.49242073 0.57394313] [ 0.2296439] [ 0.29165509 0.44359827 0.60630381 0.42582773 0.56488498 0.68401001 0.39968615 0.34594897 0.50120681 0.54462526] [-0.17221906] [ 0.4720948 0.56967674 0.48779498 0.43907869 0.37154609 0.54547733 0.41769196 0.47582957 0.50507222 0.51460039] [-0.95726957] [ 0.28474061 0.46295431 0.48124757 0.49724252 0.47373 0.50447104 0.55952938 0.65638431 0.41338624 0.27598615] [ 0.11930483] [ 0.30877286 0.62628566 0.44895258 0.58182513 0.33958107 0.53743444 0.46744397 0.54455906 0.54205607 0.55949094] [ 0.30795643] [ 0.49234681 0.77168583 0.4585452 0.56618271 0.38027762 0.69941201 0.56254337 0.51842166 0.60607634 0.60877118] [ 0.65258717] [ 0.2911219 0.36992408 0.64324029 0.46568483 0.52647353 0.52124985 0.34853605 0.38864475 0.43045076 0.392409 ] [ 0.12278233] [ 0.33965475 0.36243736 0.64365572 0.44770448 0.42029891 0.75386051 0.36963471 0.43728762 0.37853196 0.49074037] [ 0.54485198] [ 0.59312832 0.555612 0.53471245 0.56272446 0.29379597 0.46456272 0.46388233 0.40006278 0.52504896 0.50510039] [ 0.17398535] [ 0.42302642 0.73510467 0.40929495 0.59551522 0.28148276 0.57438796 0.41528229 0.37445074 0.66477136 0.57502624] [-1.24119341] [ 0.63934365 0.82794104 0.46674118 0.49648909 0.30141414 0.43721608 0.59824167 0.65595357 0.74812324 0.4556218 ] [ 0.56361142] [ 0.40546522 0.58842273 0.62473161 0.4850251 0.54596456 0.70847414 0.43357442 0.47757399 0.41016251 0.60173122] [ 0.37892198] [ 0.44718382 0.66938082 0.47218166 0.68150166 0.43945396 0.61130814 0.39003912 0.58468976 0.55539808 0.59728345] [-0.03925365] [ 0.50358597 0.69285529 0.49701491 0.58991608 0.5219595 0.61737635 0.46256815 0.45966232 0.47658409 0.65070584] [ 0.41790566] [ 0.26834691 0.36990652 0.63846809 0.46657068 0.48644621 0.68761036 0.40505959 0.40458783 0.38519494 0.54082096] [ 0.92375834] [ 0.55782469 0.5448769 0.44407565 0.41187694 0.37174881 0.34098605 0.53792152 0.57513016 0.59632138 0.34387759] [-0.07776549] [ 0.4323856 0.26976227 0.74945375 0.29638429 0.36888017 0.42798605 0.53456803 0.62646901 0.41114822 0.24422446] [ 1.4214499] [ 0.66656303 0.57005203 0.51128796 0.37610901 0.37476254 0.40955522 0.57410492 0.59463746 0.58356776 0.38259014] [ 0.03724284] [ 0.56785823 0.60693157 0.41036403 0.57269737 0.46862217 0.53853323 0.44344519 0.49154845 0.54365996 0.39472424] [ 0.04317515] [ 0.40290598 0.53699465 0.58456708 0.49930344 0.47406523 0.68590769 0.49579141 0.47726701 0.38146945 0.5713867 ] [-0.09471829] [ 0.76167788 0.48429773 0.55997569 0.43218871 0.47621853 0.43887385 0.48419129 0.6091341 0.51471168 0.42632144] [ 0.2418789] [ 0.33735898 0.40568049 0.67292038 0.42166535 0.43812912 0.7439747 0.37391938 0.51622026 0.50068268 0.55559618] [-0.3977863] [ 0.69539902 0.48385612 0.50616552 0.3894162 0.39000956 0.53853525 0.50086078 0.49808605 0.40272219 0.425002 ] [ 0.15503042] [ 0.55203536 0.60266721 0.47242383 0.39289842 0.38669836 0.48852575 0.5247825 0.42412902 0.53955635 0.60577927] [ 0.05312666] [ 0.50266051 0.5721095 0.45242903 0.53834089 0.36896078 0.59441638 0.53989762 0.76544595 0.45045409 0.40761732] [ 0.65849308] [ 0.5615066 0.42887532 0.51274374 0.29993313 0.37354518 0.51683023 0.48405532 0.76292 0.58824632 0.31149004] [ 0.34846556] [ 0.45472587 0.67159828 0.44067145 0.56833374 0.31303527 0.48211261 0.47475467 0.56028139 0.59715654 0.54861224] [-0.11748703] [ 0.4870294 0.57122016 0.55476376 0.48574393 0.42916124 0.5688798 0.56277948 0.48964852 0.45498532 0.56126825] [ 0.35071087] [ 0.27296564 0.51118389 0.49036523 0.59468588 0.50884338 0.53665299 0.35301252 0.49718722 0.48884476 0.46066339] [-0.33000224] [ 0.43753155 0.65396908 0.58854418 0.52844283 0.48149578 0.58335584 0.43159153 0.51712498 0.4962486 0.4956145 ] [ 0.42254214] [ 0.51106055 0.6354014 0.43331193 0.56077162 0.42511796 0.37082669 0.44175196 0.54981146 0.56575496 0.49413855] [-0.06057559] [ 0.48165387 0.60580218 0.47721926 0.53265247 0.56921959 0.5716058 0.36222156 0.42944109 0.4705157 0.53059797] [ 0.33324191] [ 0.48829066 0.66286495 0.5505715 0.63323425 0.42160217 0.53361287 0.43679705 0.52952498 0.55463517 0.54087283] [ 0.34290286] [ 0.39343345 0.62236139 0.41405637 0.57664428 0.41808709 0.51130304 0.35568116 0.48167273 0.47727278 0.67828324] [ 0.48280519] [ 0.29503743 0.38425875 0.70331721 0.45534849 0.4652873 0.70953429 0.38946729 0.4685407 0.46101456 0.50615313] [-0.18701816] [ 0.42143253 0.50183873 0.48419429 0.51999517 0.41890837 0.55773894 0.45952268 0.55350389 0.55664149 0.42194848] [ 1.59612335] [ 0.32055575 0.55294379 0.4846513 0.51291464 0.31644944 0.45248095 0.50797954 0.57285123 0.62381394 0.27493158] [ 0.03850655] [ 0.35988728 0.66244992 0.44620892 0.51633973 0.39540289 0.62557844 0.42540697 0.35711564 0.51866316 0.53581956] [ 0.6862418] [ 0.54416013 0.6283065 0.48527166 0.49287568 0.2618746 0.38255478 0.53839713 0.5848429 0.56856201 0.43395 ] [ 0.22015825] [ 0.25317317 0.52884215 0.61884664 0.53718031 0.41488408 0.66361957 0.4148496 0.45498417 0.44224099 0.47504544] [ 0.24548031] [ 0.23181715 0.48986086 0.37145005 0.64592399 0.33685162 0.6229476 0.39672138 0.58972906 0.4635963 0.38747827] [-0.16551088] [ 0.26326516 0.59291662 0.35619385 0.67524478 0.40195478 0.65456414 0.35043861 0.60011598 0.5542959 0.40189681] [ 0.29118482] [ 0.3585592 0.56152997 0.38678975 0.43660875 0.42793371 0.63825794 0.37142895 0.45940379 0.42275014 0.42093752] [-0.06642808] [ 0.36691792 0.70775648 0.42327255 0.57838661 0.28166126 0.60291223 0.36446674 0.45355284 0.46774848 0.57167526] [ 0.38277047] [ 0.64410238 0.34530008 0.67655842 0.21021534 0.37804641 0.39320288 0.6379567 0.71681469 0.43911345 0.2779356 ] [-0.10108039] [ 0.33929269 0.47404289 0.65098398 0.38334592 0.55229379 0.64788563 0.43318847 0.43483806 0.49203375 0.54156886] [ 0.09162658] [ 0.39345155 0.39300103 0.55918817 0.44069511 0.49931377 0.66922459 0.36866791 0.53788776 0.42345669 0.49823766] [-0.06539132] [ 0.3356228 0.67078243 0.36861056 0.59209638 0.28692764 0.50814702 0.42011286 0.5791929 0.52049902 0.53923591] [ 0.75492381] [ 0.37333125 0.622337 0.40306503 0.61443221 0.41616137 0.54981267 0.45806369 0.52884931 0.50529945 0.56166176] [ 0.3317283] [ 0.64908874 0.52196563 0.5690978 0.25312723 0.41574388 0.32737058 0.59260857 0.59065593 0.57725747 0.37010109] [ 0.16065764] [ 0.42460782 0.60295322 0.48959749 0.67993552 0.47819548 0.54659174 0.43901912 0.50503883 0.56286231 0.71963372] [ 0.19870618] [ 0.35802817 0.31752004 0.6813533 0.37557737 0.58587291 0.70940083 0.44413855 0.36085687 0.35882648 0.48738336] [-0.30307855] [ 0.64151796 0.74728148 0.4312873 0.44686611 0.35377563 0.42168614 0.40873635 0.53094614 0.66266174 0.50619743] [ 0.06406459] [ 0.27351398 0.73059898 0.47463864 0.62880678 0.31989246 0.70221809 0.43056209 0.53828416 0.4701959 0.52785952] [-0.17676712] [ 0.50010108 0.38265068 0.55979029 0.45387402 0.45334739 0.78122424 0.37516107 0.6195321 0.42636518 0.53531559] [ 0.55515074] [ 0.3589959 0.65852887 0.54248054 0.65051292 0.58134361 0.68402536 0.41351254 0.45393609 0.4973457 0.71057644] [-0.23255299] [ 0.49810648 0.29002813 0.67584736 0.23949481 0.51642033 0.55790013 0.53411599 0.6279813 0.4626397 0.35744887] [ 0.0623892] [ 0.62417611 0.45851329 0.5870074 0.36441279 0.45859204 0.45305377 0.56430398 0.52903979 0.4849863 0.34166298] [ 0.34936208] [ 0.45396135 0.57326433 0.51007232 0.50417179 0.40907275 0.59062552 0.50515106 0.6050728 0.5585196 0.43548937] [ 0.18853935] [ 0.52034956 0.4283253 0.55138163 0.6492568 0.46569411 0.53831249 0.51707807 0.49906282 0.52753662 0.41307947] [ 0.00529895] [ 0.55740473 0.64610447 0.50880627 0.48147102 0.46986569 0.62696902 0.46782505 0.52089086 0.53035846 0.59614116] [ 0.75002486] [ 0.23844315 0.44254874 0.62367999 0.48436602 0.51670502 0.70735549 0.36247901 0.30520584 0.33853085 0.59164293] [-0.15489781] [ 0.43631183 0.44757367 0.56663684 0.43385193 0.34498203 0.61666503 0.51853244 0.60648172 0.37573189 0.40729731] [-0.3975627] [ 0.53523368 0.65455682 0.5152237 0.58778841 0.41980735 0.68354532 0.41100353 0.55825091 0.60594089 0.56540001] Progress: 58.6% ... Training loss: 0.312 ... Validation loss: 0.477[-0.24934055] [ 0.7710956 0.52596999 0.60161504 0.4011299 0.276461 0.29348427 0.59316642 0.72954424 0.53159922 0.27089 ] [-0.43442228] [ 0.46451241 0.73669156 0.49284816 0.57314582 0.36955119 0.67563554 0.44553316 0.49664806 0.53860109 0.58972117] [-0.14461235] [ 0.30522841 0.35587415 0.62441943 0.4446611 0.44394186 0.64481245 0.40267421 0.44240889 0.38468808 0.45571511] [-0.19417483] [ 0.41655525 0.3183461 0.73032603 0.23498002 0.62109142 0.64236836 0.5214829 0.27211077 0.39240081 0.56623067] [ 0.69934485] [ 0.58420205 0.54067703 0.44077691 0.48535275 0.34298348 0.38649438 0.475238 0.5551313 0.56725485 0.38724559] [-0.66517362] [ 0.54168249 0.53676893 0.60905345 0.28939712 0.42544782 0.40146831 0.51568176 0.57729404 0.6068194 0.39929649] [-0.3709889] [ 0.79622442 0.49447179 0.60384365 0.2779218 0.35010826 0.33632989 0.52543743 0.38061087 0.56268748 0.40916345] [-0.37273776] [ 0.57522118 0.6675722 0.44528873 0.38085462 0.41878338 0.63898207 0.49208805 0.46424284 0.45937576 0.58662091] [-0.63724512] [ 0.76825286 0.63042602 0.61743237 0.44008365 0.47942134 0.43276577 0.49851153 0.60513169 0.68449916 0.44456879] [ 0.30208832] [ 0.47166753 0.65901825 0.47476704 0.62932229 0.47931522 0.46408946 0.52570941 0.54950859 0.56463013 0.60268599] [-0.24250948] [ 0.41091973 0.41822558 0.59021864 0.37272824 0.55404713 0.60694835 0.41810712 0.59857112 0.44100257 0.46029096] [-0.04652325] [ 0.38751859 0.63537772 0.41830168 0.57423267 0.38442265 0.67154324 0.35697373 0.42626623 0.48139275 0.66040843] [-0.33654513] [ 0.51639117 0.66951694 0.34343111 0.5340025 0.30813479 0.42040258 0.36659172 0.54771521 0.51648692 0.52826077] [-0.55742313] [ 0.53965032 0.56553563 0.54185572 0.51273138 0.27602792 0.52933214 0.47870159 0.47686616 0.51399178 0.43336338] [ 0.13952896] [ 0.43725738 0.42674006 0.61101071 0.43116675 0.42431466 0.52532123 0.46120412 0.49820602 0.45275455 0.42148357] [-0.51940241] [ 0.42174325 0.72981563 0.38122252 0.5296042 0.40879338 0.47853575 0.46327495 0.30057 0.57072617 0.55627185] [-0.25527968] [ 0.44237619 0.52539637 0.61379476 0.3006712 0.51547489 0.47893263 0.48090654 0.51561126 0.52188026 0.59545535] [-0.07765937] [ 0.40330861 0.60057248 0.4154291 0.67344056 0.33962009 0.55166635 0.42087615 0.45797147 0.42751428 0.50991554] [-1.47863062] [ 0.4413631 0.38278977 0.53427484 0.39765731 0.44349982 0.44347616 0.4915172 0.6338223 0.55471048 0.25066164] [ 0.40227723] [ 0.46065874 0.68763932 0.47537048 0.43370174 0.48513055 0.58451603 0.46656315 0.59614878 0.62071552 0.47416816] [-0.34073744] [ 0.33666967 0.62555093 0.37403465 0.71311678 0.29434275 0.67498891 0.41313299 0.55526992 0.46027565 0.48993117] [-0.24250948] [ 0.41091973 0.41822558 0.59021864 0.37272824 0.55404713 0.60694835 0.41810712 0.59857112 0.44100257 0.46029096] [-0.54037438] [ 0.56713921 0.6859056 0.48127763 0.42995973 0.32733875 0.42191492 0.42844192 0.5374964 0.59075268 0.46439318] [-0.15220436] [ 0.72487599 0.46193766 0.60388854 0.33714705 0.39787674 0.24640629 0.56403361 0.69792529 0.60678849 0.22913658] [-0.83685998] [ 0.65998708 0.42573116 0.60541682 0.33131339 0.48888329 0.6016391 0.53710432 0.47418518 0.37620696 0.50984794] [ 0.71274247] [ 0.4341904 0.72116357 0.36392262 0.56262892 0.22689975 0.43046919 0.51028383 0.60817258 0.65538349 0.43926573] [-0.28839879] [ 0.54461209 0.65912419 0.47117322 0.55057 0.2636332 0.49582675 0.56037335 0.51887426 0.61181977 0.5459467 ] [-0.20796287] [ 0.56748287 0.67267798 0.49874115 0.38188407 0.3616614 0.50903553 0.53748354 0.58725131 0.45674759 0.55915764] [ 0.65017256] [ 0.17147589 0.69619785 0.42226232 0.65385105 0.44343695 0.73845682 0.27222928 0.38816923 0.46020327 0.67860242] [-0.2081373] [ 0.36123391 0.67161113 0.44555048 0.57300196 0.34051346 0.63912309 0.36930044 0.46271684 0.50194878 0.61685057] [-0.09272827] [ 0.49978684 0.5208312 0.53097148 0.5104938 0.42597901 0.5851022 0.54979324 0.63348629 0.57798813 0.67168077] [ 0.32876215] [ 0.6619699 0.49577657 0.6069046 0.30447633 0.29093358 0.28667373 0.53740434 0.53986542 0.52443187 0.30650964] [-0.40978299] [ 0.68824791 0.67161597 0.46276265 0.48682339 0.51164574 0.40402481 0.53712845 0.57448161 0.63093887 0.34201112] [ 1.03826463] [ 0.59221189 0.62171235 0.54534537 0.34225792 0.37516797 0.38710907 0.51902413 0.56276275 0.59360718 0.48794836] [-0.43807725] [ 0.52418455 0.59172045 0.66509142 0.31577175 0.59989397 0.51743797 0.41940244 0.52150135 0.55269819 0.68991754] [-0.78060785] [ 0.4025226 0.71913496 0.36562695 0.58369241 0.29751957 0.55258827 0.37914418 0.5845073 0.52955078 0.56677077] [-0.56551564] [ 0.52005525 0.59782522 0.45385425 0.52576583 0.30078229 0.4877996 0.60027882 0.79950747 0.47488252 0.30775195] [-0.18113282] [ 0.345231 0.21924988 0.71421375 0.39279819 0.54732787 0.58292314 0.49523631 0.33527295 0.35514613 0.62382286] [ 0.13500981] [ 0.71411392 0.52973793 0.56294311 0.40353709 0.28966508 0.33661013 0.45926075 0.49460768 0.51459097 0.40188058] [-0.675099] [ 0.5329586 0.18735959 0.76584426 0.19939336 0.60586598 0.41873621 0.51406696 0.35216086 0.3401232 0.34726428] [ 1.02073559] [ 0.39887725 0.60374599 0.44017861 0.50297288 0.35081595 0.59060315 0.4259033 0.77844083 0.63883631 0.36562389] [-0.07879622] [ 0.30500155 0.50241285 0.52037914 0.60997016 0.40369512 0.60714243 0.42294367 0.43112742 0.51573221 0.47984897] [ 2.05114514] [ 0.70181918 0.55542244 0.62919142 0.32865105 0.45064828 0.48218906 0.55463519 0.52803285 0.60584932 0.43090513] [ 0.07471799] [ 0.27775098 0.37853391 0.48421918 0.55397747 0.45434629 0.69341986 0.43243656 0.63458977 0.46653962 0.43687848] [-0.23100619] [ 0.37662255 0.70279602 0.46885515 0.55112331 0.35830225 0.52897314 0.53231746 0.59818793 0.54463302 0.4977046 ] [ 0.95187371] [ 0.61013382 0.64884237 0.47216447 0.54755373 0.22567593 0.41347658 0.44772181 0.56963817 0.55089785 0.40860788] [-0.57073827] [ 0.78780929 0.56667695 0.50931914 0.43466118 0.26864081 0.35135251 0.49192244 0.5305514 0.55504003 0.45605404] [-0.2621454] [ 0.36938659 0.50208492 0.4080869 0.46847279 0.32822083 0.49748382 0.45660238 0.64860237 0.49488199 0.28747303] [-1.14102889] [ 0.36808044 0.51414071 0.49451355 0.35904364 0.37683746 0.45754476 0.49873128 0.72655252 0.56944816 0.31590674] [-1.17125145] [ 0.77974076 0.56572999 0.55004735 0.46964848 0.35903508 0.37418909 0.46599047 0.42615949 0.62463216 0.3805474 ] [ 1.81684512] [ 0.476665 0.63950317 0.49883427 0.52346129 0.3173915 0.54120472 0.35981749 0.55464493 0.66581204 0.46447886] [ 0.33782831] [ 0.21957933 0.61849454 0.39253304 0.35807319 0.43986348 0.59397849 0.38778686 0.45614865 0.45277388 0.54185732] [-0.02059857] [ 0.57854842 0.58045712 0.4515016 0.65874989 0.40717742 0.41167522 0.47176232 0.60861574 0.54791175 0.62461618] [-1.41502875] [ 0.37681114 0.38293907 0.6032467 0.43036653 0.3034618 0.44580972 0.50032392 0.61249983 0.55141896 0.28498285] [-1.09285815] [ 0.7770886 0.46633657 0.55874051 0.28709265 0.37895513 0.33006764 0.62891309 0.52964978 0.60096285 0.41291782] [ 0.2250654] [ 0.11602253 0.46708503 0.46809513 0.6979182 0.36289046 0.65764747 0.29925499 0.39106734 0.46082976 0.41315027] [-0.33960694] [ 0.60640717 0.64654056 0.48229565 0.57907993 0.35007268 0.45068489 0.38636013 0.44262362 0.58635858 0.60730425] [-0.19193394] [ 0.28307027 0.41352416 0.44956304 0.62646271 0.40220552 0.69250867 0.42338205 0.67009513 0.49994513 0.43159205] [ 0.18486606] [ 0.33130167 0.73895491 0.36071988 0.50563376 0.35197518 0.65755395 0.44897919 0.57471242 0.49622835 0.52884662] [ 0.7250321] [ 0.74239658 0.61071221 0.59781122 0.48479152 0.33224803 0.44443763 0.51193388 0.7999367 0.58855257 0.39075115] [ 0.42897014] [ 0.21084946 0.65054842 0.4686402 0.58363949 0.47276095 0.74872898 0.42660491 0.41064923 0.50814851 0.66779194] [-0.00416377] [ 0.30404138 0.76064453 0.33318822 0.69821733 0.30579841 0.62876894 0.32089106 0.55219414 0.51891985 0.66320271] [-0.74214698] [ 0.53422985 0.57055069 0.54256419 0.6324884 0.52962015 0.43259948 0.454035 0.6122762 0.53229067 0.4620324 ] [-0.333356] [ 0.69319609 0.43631725 0.5976955 0.43232522 0.49835365 0.44516042 0.50936661 0.5178635 0.4240031 0.49650012] [-0.29272858] [ 0.56067993 0.48997858 0.50242201 0.3101443 0.45668931 0.58265302 0.53435756 0.51880491 0.4026624 0.45555219] [ 0.04080426] [ 0.37189553 0.66472395 0.42977695 0.69994063 0.59081402 0.60682386 0.41610193 0.35041206 0.47150689 0.58232491] [-0.68607129] [ 0.50453818 0.74474169 0.42931709 0.5829214 0.2765174 0.61415353 0.42948448 0.48366872 0.61002499 0.59313922] [-0.69425179] [ 0.70263408 0.60166724 0.51972986 0.38991486 0.40713248 0.46550224 0.47311263 0.47122987 0.6254125 0.49082002] [-0.08565488] [ 0.48726936 0.6762098 0.42499148 0.52077584 0.42203593 0.56445373 0.519086 0.53000693 0.59751412 0.51212174] [ 0.51872692] [ 0.56286069 0.51593003 0.5609364 0.35938548 0.34936979 0.5455839 0.46614335 0.80936233 0.55723709 0.36136031] [-0.56598701] [ 0.34296506 0.48021956 0.48149861 0.52994613 0.41344813 0.58256757 0.45321284 0.53127608 0.39198185 0.39311548] [-0.18166384] [ 0.50216188 0.60975404 0.59487265 0.53509232 0.5007986 0.7149079 0.47817038 0.39343389 0.46383145 0.60794091] [-1.1979678] [ 0.3356707 0.53961855 0.49456454 0.43055945 0.39873204 0.53224299 0.48376821 0.73503036 0.61597344 0.33682958] [ 0.85583712] [ 0.69789352 0.56445129 0.48321004 0.36275356 0.5073661 0.37290101 0.682448 0.61900478 0.54461147 0.27368772] [-0.10057412] [ 0.29484641 0.40955876 0.43115456 0.58885757 0.38552937 0.71604653 0.31054663 0.47468821 0.35207501 0.41843008] [-0.07918286] [ 0.64042651 0.52925047 0.49107684 0.27135833 0.35433603 0.35915884 0.53941969 0.49596492 0.53194448 0.35984266] [-0.25910393] [ 0.3956282 0.71891895 0.38176292 0.62820869 0.32378726 0.66348551 0.53335022 0.66311365 0.47069469 0.41250557] [ 0.11154628] [ 0.38356161 0.60037987 0.5007203 0.69553403 0.50928927 0.64322818 0.37119633 0.52349615 0.50862439 0.55929731] [-0.95494197] [ 0.55433049 0.40814729 0.52130023 0.46543858 0.37329278 0.5486859 0.45075634 0.66311809 0.39982359 0.37207181] [ 0.03981688] [ 0.70088602 0.59144425 0.56873037 0.4308541 0.36125049 0.46171425 0.4250334 0.37806913 0.57943878 0.50464658] [ 0.26568747] [ 0.30214443 0.4537822 0.67701963 0.27730568 0.60045862 0.73722386 0.43365711 0.39090761 0.35702144 0.63241386] [ 0.07440958] [ 0.33529463 0.68562089 0.48271748 0.63032325 0.35040814 0.58894174 0.37125337 0.576453 0.54490575 0.60412308] [-0.19485243] [ 0.45795778 0.61071897 0.38421916 0.59508349 0.30432413 0.60598577 0.44691534 0.58612716 0.52621015 0.48986108] [ 1.45037672] [ 0.6023941 0.83392021 0.43035338 0.46249828 0.3020052 0.39566693 0.60514106 0.70853606 0.75729241 0.39691474] [ 0.06838102] [ 0.54756692 0.56113944 0.49300968 0.65007185 0.23036747 0.38056834 0.42403244 0.4648933 0.55969236 0.38244217] [-0.29793275] [ 0.32293805 0.40508216 0.58159855 0.26808627 0.49758733 0.53441524 0.40050391 0.46018608 0.3410284 0.48626565] [-1.14661701] [ 0.28393329 0.25392849 0.6544047 0.38222507 0.35377499 0.39365416 0.45652879 0.56798622 0.46000679 0.19911808] [-0.14214873] [ 0.40334986 0.55758988 0.43438466 0.53534044 0.28933479 0.31985784 0.41780378 0.5201381 0.60333665 0.28854448] [-0.24387588] [ 0.55733672 0.20906005 0.78032488 0.20567998 0.44979031 0.37746895 0.54210499 0.52638056 0.41347474 0.21000547] [ 0.10998314] [ 0.33526474 0.44669856 0.41159521 0.62843455 0.32304602 0.50211749 0.39638853 0.43370919 0.50160793 0.40002411] [-1.21673257] [ 0.58657611 0.61962294 0.60334694 0.5110879 0.39624477 0.42319031 0.4303798 0.60239776 0.50478133 0.3855675 ] [-0.30266194] [ 0.31631154 0.53977634 0.46636277 0.45695296 0.40788012 0.61488204 0.45229031 0.48199936 0.40498331 0.41476602] [ 0.11042364] [ 0.56945076 0.64045601 0.47198938 0.62865513 0.29470803 0.48750886 0.52902886 0.45836994 0.59876818 0.5138082 ] [ 0.18120625] [ 0.27323993 0.63241096 0.56074742 0.60831428 0.5628793 0.74798625 0.43632777 0.47638389 0.52033659 0.62780198] [ 0.9906918] [ 0.72371924 0.40453793 0.55819907 0.21939352 0.31611685 0.20569232 0.59254925 0.66529689 0.59478841 0.21806786] [-0.0325343] [ 0.39561635 0.74223465 0.44360427 0.53149931 0.42631465 0.59911611 0.43367743 0.31131478 0.5198087 0.68777274] [-0.19844984] [ 0.73399533 0.59835658 0.53654627 0.46739233 0.26500746 0.32798643 0.51811796 0.44220035 0.59114038 0.40522849] [ 0.16826906] [ 0.22628322 0.47338357 0.50919593 0.62673551 0.32038972 0.45994368 0.42001222 0.52225011 0.54677753 0.3636518 ] [ 0.38493049] [ 0.21823895 0.4044675 0.68691839 0.36491107 0.49150863 0.64474286 0.37657586 0.39487479 0.35378939 0.52148603] [-0.13983884] [ 0.36888343 0.71378406 0.36239392 0.63103672 0.40857959 0.67216649 0.44618752 0.70203984 0.57027729 0.44650489] [ 0.74387448] [ 0.12856697 0.71287837 0.45166535 0.68168206 0.39472881 0.74909263 0.29834779 0.36171174 0.47691324 0.6573664 ] [ 0.34932666] [ 0.53695894 0.49040147 0.50125418 0.34255086 0.48560176 0.36369669 0.54824664 0.46950792 0.53247835 0.33473552] [-0.14675173] [ 0.39639172 0.56814768 0.50513049 0.55370971 0.49769892 0.65584454 0.35157803 0.57668634 0.59570419 0.4647911 ] [-0.29220635] [ 0.21609034 0.51418583 0.5159313 0.5920999 0.32939092 0.68634739 0.42238495 0.70081847 0.45266354 0.37881975] [-0.81176445] [ 0.66691391 0.77040969 0.5428838 0.42095634 0.42737199 0.58013384 0.56291281 0.57941924 0.70057619 0.59341128] [ 0.06399661] [ 0.57580655 0.69289119 0.51777568 0.44043719 0.28971064 0.37523818 0.4867 0.57886291 0.63454082 0.4501538 ] [-0.67069433] [ 0.41326397 0.73629791 0.36125711 0.51151722 0.38627592 0.54632872 0.35704713 0.53687536 0.55838288 0.59728805] [ 2.13598901] [ 0.70298602 0.53335223 0.54117886 0.28992953 0.30448571 0.19350158 0.49700588 0.68063033 0.57429556 0.34781001] [-0.05226064] [ 0.54848851 0.69253601 0.51031524 0.61576215 0.39646029 0.61442231 0.49162506 0.66351987 0.58721228 0.58359139] [ 0.2393146] [ 0.45773045 0.63952076 0.4655784 0.48631876 0.35937863 0.5501761 0.46460094 0.56870086 0.53917567 0.57843896] [-0.03085748] [ 0.3710351 0.70080585 0.36726949 0.6054012 0.4492855 0.57529047 0.30153633 0.48358532 0.46305001 0.74000121] [-0.01391655] [ 0.50392208 0.53843439 0.56091199 0.5303814 0.41268651 0.38644909 0.40303494 0.5220637 0.54001014 0.56111877] [-0.11920105] [ 0.4812562 0.65488596 0.44661785 0.67757046 0.29847501 0.59081502 0.35327533 0.38245308 0.4726704 0.68163462] [-0.10293828] [ 0.43427864 0.76140558 0.40927583 0.53004497 0.52109843 0.64769946 0.53304384 0.36630776 0.51818466 0.67704471] [-0.14972373] [ 0.44511242 0.58539604 0.4304507 0.48698586 0.33501237 0.30399425 0.44437016 0.56610311 0.48211992 0.47514573] [-0.58557905] [ 0.50883333 0.733874 0.42916802 0.68055479 0.49627157 0.60727999 0.35108555 0.55198388 0.56131183 0.56765732] [-0.03035361] [ 0.62951865 0.45094643 0.58776659 0.42762084 0.58152533 0.49068942 0.59473389 0.50430063 0.4698305 0.36914988] [-0.13711131] [ 0.41870943 0.64268989 0.41525279 0.52815857 0.37065731 0.72181081 0.4383774 0.45456187 0.589957 0.63478248] [-0.53784551] [ 0.67748472 0.41906145 0.58749353 0.54899905 0.42668449 0.44566696 0.57069601 0.57614807 0.40938886 0.55119747] [ 1.33206197] [ 0.52278695 0.75272582 0.42273333 0.54717417 0.29757255 0.3758699 0.42792734 0.58599709 0.61381865 0.41113809] [-0.09745046] [ 0.45168751 0.35781436 0.59819494 0.27825458 0.46034039 0.55089398 0.46515475 0.41540992 0.38803505 0.36542799] [-0.09310125] [ 0.43371329 0.77781508 0.38206668 0.51779511 0.51436305 0.72138478 0.46842336 0.47314503 0.56701117 0.71134984] [ 0.03250912] [ 0.39649229 0.68810266 0.46968704 0.58599292 0.50640227 0.75982846 0.29474195 0.59207536 0.47955337 0.71165461] [ 0.37951672] [ 0.17114674 0.5073995 0.57113673 0.58389575 0.45753549 0.72090806 0.44449545 0.49596434 0.5072319 0.48554147] [-0.4532997] [ 0.64704063 0.59189606 0.62628291 0.28891853 0.50458429 0.61279473 0.54358026 0.60490289 0.48767195 0.60176382] [ 0.11296848] [ 0.51456675 0.49239734 0.62162143 0.38669422 0.30885166 0.54249527 0.49525982 0.60597794 0.57318008 0.35317555] [-0.43] [ 0.36864562 0.55025231 0.43102322 0.63681885 0.44986525 0.53377391 0.43623828 0.38839886 0.56191643 0.41622263] [-0.18446216] [ 0.50224054 0.53467668 0.61295586 0.2932226 0.45216104 0.34693613 0.52821963 0.47518654 0.53025183 0.4508488 ] Progress: 58.9% ... Training loss: 0.315 ... Validation loss: 0.505[ 0.08870419] [ 0.42118001 0.75109258 0.41375687 0.73528461 0.50769156 0.70313605 0.33126974 0.5386036 0.54714605 0.66233602] [-1.38338682] [ 0.56436028 0.44391572 0.6089475 0.36491098 0.45870608 0.43642324 0.5665138 0.55165549 0.45739841 0.36033784] [-0.35199787] [ 0.50354075 0.48057784 0.61696665 0.32613653 0.52264294 0.61370358 0.51400682 0.34587813 0.44245723 0.53279238] [ 0.12825929] [ 0.40027321 0.50920366 0.49145106 0.36966609 0.41935159 0.65427708 0.38813272 0.46968262 0.4230098 0.46799786] [ 0.664797] [ 0.73722652 0.66694464 0.56954089 0.39591341 0.37670147 0.32083846 0.52991497 0.7298925 0.62872185 0.48595864] [ 0.10616255] [ 0.41920676 0.59395428 0.36922353 0.69224916 0.5071521 0.70164824 0.420977 0.46362845 0.45236075 0.60241673] [-0.13811956] [ 0.69202498 0.43131748 0.69181155 0.34278862 0.54657318 0.49624665 0.46332534 0.56803699 0.52576362 0.46163337] [ 0.81044203] [ 0.37352415 0.70349768 0.3456229 0.75128564 0.28294323 0.58518927 0.38027439 0.44334114 0.55789376 0.79000293] [ 0.76781529] [ 0.45164051 0.59511047 0.45009696 0.56727509 0.33451451 0.50433698 0.47949473 0.65113278 0.6291066 0.42213515] [-0.52312281] [ 0.48146238 0.55092375 0.51433933 0.56757363 0.3438697 0.5928491 0.47973749 0.41205842 0.55297457 0.48904174] [ 0.1695651] [ 0.21780071 0.5749095 0.42086569 0.5219961 0.4113794 0.69049495 0.39544626 0.5286592 0.37504516 0.48316218] [-0.19836067] [ 0.42737996 0.34484625 0.70531707 0.32587644 0.50392654 0.50274552 0.55074745 0.46071587 0.47321004 0.31537592] [ 0.3105072] [ 0.15658572 0.38179911 0.52224581 0.72241122 0.35997353 0.5363816 0.41453603 0.47136046 0.43283724 0.4244735 ] [-0.18874342] [ 0.61068869 0.66117391 0.47915169 0.58726824 0.24852805 0.52372617 0.37905378 0.36394424 0.52883775 0.5049581 ] [ 0.40381107] [ 0.18100211 0.63900215 0.51128274 0.62484439 0.39518687 0.60123717 0.35405852 0.44231818 0.44850244 0.56519431] [ 0.30765326] [ 0.44709102 0.60797757 0.49966669 0.40535656 0.43466229 0.43617479 0.49467657 0.55454838 0.49581182 0.49499072] [-0.17172767] [ 0.47558978 0.64337372 0.48380865 0.49316402 0.43665806 0.68702743 0.43158211 0.48122043 0.54262851 0.63245159] [ 0.85943227] [ 0.76355764 0.58799674 0.61940387 0.24429945 0.33428466 0.37601001 0.63912048 0.65122147 0.60473164 0.44834683] [-0.05236091] [ 0.37766284 0.52350323 0.55105294 0.56803484 0.45530244 0.70616101 0.43936961 0.43628253 0.36109358 0.50785815] [ 0.67829977] [ 0.18943774 0.57524827 0.42041058 0.6729378 0.52430778 0.80444203 0.34919251 0.44681155 0.45086159 0.61454863] [ 0.12055526] [ 0.47117637 0.65228755 0.47649707 0.52056233 0.39804786 0.46994902 0.50883227 0.4839389 0.5691152 0.53535074] [ 0.29137441] [ 0.23434265 0.59341468 0.51151136 0.53788934 0.46468265 0.60225234 0.4436538 0.35064919 0.50256011 0.41727691] [ 0.19988281] [ 0.51545925 0.66366199 0.44334645 0.50413934 0.30712919 0.40287677 0.50084585 0.57532476 0.58199948 0.47526291] [ 0.52921354] [ 0.65170406 0.49049385 0.5508831 0.35499475 0.47391571 0.35008508 0.52511642 0.51514735 0.47595971 0.4547405 ] [-0.03617236] [ 0.4254339 0.50419522 0.44415382 0.63460085 0.44903521 0.60458438 0.49980606 0.60380713 0.3858945 0.42434906] [ 0.47106005] [ 0.16891024 0.57151783 0.60165569 0.54250945 0.49245801 0.77767878 0.42519361 0.35900851 0.49383566 0.60915445] [-0.10544718] [ 0.45737118 0.55287361 0.49552896 0.60573348 0.48778416 0.7284066 0.38761338 0.51878204 0.48689223 0.57663161] [ 0.72379531] [ 0.54984037 0.63300955 0.44456838 0.42101532 0.44273583 0.40760159 0.53304401 0.52345544 0.53925684 0.47632767] [-0.96510034] [ 0.50664938 0.58197002 0.54518979 0.61056321 0.41299163 0.49812818 0.43572836 0.56187063 0.50026013 0.42287611] [ 0.32467927] [ 0.38944617 0.49540014 0.56070671 0.58450044 0.49314471 0.60177003 0.41880228 0.58113161 0.59367718 0.49545624] [ 1.4677167] [ 0.64446074 0.59958557 0.52293832 0.50655643 0.43770225 0.3735351 0.45052025 0.53248932 0.56232398 0.41805425] [ 1.31768639] [ 0.64919315 0.41940468 0.60503529 0.35468145 0.41149413 0.47463213 0.41582207 0.42553252 0.49382406 0.45961677] [-0.15275594] [ 0.30049602 0.51764209 0.45881364 0.5682835 0.40520482 0.59812902 0.45805839 0.57373068 0.549113 0.43425437] [ 0.32035776] [ 0.3563156 0.34280739 0.67679247 0.30541792 0.50245342 0.59468183 0.44659181 0.36511703 0.32822382 0.47208826] [-0.35162641] [ 0.34535358 0.67010336 0.37152368 0.58633287 0.28152953 0.49235535 0.42582727 0.59269763 0.52675312 0.52566387] [ 0.09007534] [ 0.38190029 0.67028667 0.43228349 0.67227043 0.31403261 0.45264696 0.44708512 0.50551689 0.65338973 0.4425078 ] [ 0.22918265] [ 0.37273225 0.45285842 0.69111494 0.28025592 0.65672426 0.76199925 0.4093753 0.38281552 0.41921857 0.66895763] [-0.35772997] [ 0.44747234 0.74247031 0.2839666 0.59958979 0.46271683 0.52212765 0.36014124 0.52965103 0.4806819 0.65451115] [ 0.07500226] [ 0.32266044 0.68656315 0.3376299 0.59158704 0.42993658 0.56151425 0.35786738 0.4413068 0.44795103 0.70700795] [ 0.21980937] [ 0.55908175 0.631993 0.55556888 0.33504568 0.34530784 0.4122816 0.55216567 0.55001433 0.62366182 0.39568833] [ 0.07316819] [ 0.29968991 0.59349206 0.57959557 0.37374084 0.54053157 0.5738705 0.43970643 0.41191345 0.46951649 0.56534202] [ 0.62434999] [ 0.18847573 0.40666666 0.64114431 0.45393605 0.52280969 0.72894124 0.37469374 0.26187133 0.40331271 0.5828528 ] [ 0.32478957] [ 0.46659091 0.46100539 0.52362134 0.35782871 0.48531659 0.44530497 0.63234341 0.57664874 0.51816697 0.3454796 ] [ 0.20714074] [ 0.24987623 0.48685756 0.52876969 0.49012349 0.54177306 0.66825546 0.46808588 0.40683507 0.28712741 0.55105831] [ 0.26725676] [ 0.37300894 0.47118376 0.50938473 0.57429794 0.47410411 0.52868542 0.40423345 0.60593966 0.57753874 0.4842744 ] [ 1.11832613] [ 0.60919629 0.80463394 0.30616791 0.50526454 0.22841025 0.31661418 0.60053248 0.73551723 0.69342728 0.31925621] [ 1.70203864] [ 0.78002943 0.58376633 0.54301804 0.26673749 0.30712189 0.22292839 0.55349075 0.65353938 0.64955519 0.27592235] [-0.96541738] [ 0.5231952 0.77390102 0.43796569 0.5502957 0.25130224 0.46450033 0.45114694 0.52963239 0.61345983 0.53778312] [ 0.27076228] [ 0.37392693 0.64799126 0.41244625 0.5877858 0.41620052 0.61981244 0.29068246 0.44171457 0.45338119 0.64318626] [-0.41127736] [ 0.46578369 0.33528806 0.72908982 0.34173372 0.5709932 0.54458658 0.44751737 0.46781937 0.47522333 0.50726823] [-0.52186531] [ 0.52802613 0.47169909 0.65864537 0.3613257 0.41606488 0.41366621 0.54398363 0.57133421 0.50246601 0.34901452] [ 0.46092498] [ 0.64509871 0.58520695 0.5754088 0.51240083 0.41751016 0.44213005 0.43839212 0.54644092 0.58541605 0.42796011] [-0.25240914] [ 0.66229159 0.55721968 0.52518973 0.40456959 0.34637463 0.373735 0.51508758 0.49278622 0.56579906 0.40605995] [ 0.48580643] [ 0.1160153 0.71996108 0.40948157 0.68625155 0.43042181 0.75970891 0.39182015 0.45567809 0.466419 0.57498073] [-1.55918368] [ 0.69509501 0.72062583 0.54509535 0.37737722 0.42480539 0.28233324 0.57737956 0.68160838 0.69687624 0.32279057] [ 0.20510406] [ 0.17099943 0.68638041 0.35055752 0.57787819 0.42967235 0.64370567 0.34549808 0.42900208 0.41767 0.54759267] [ 0.26147304] [ 0.23903333 0.64371398 0.41205569 0.55169747 0.44833692 0.69193778 0.34650168 0.61230074 0.55963213 0.57286585] [-0.43159146] [ 0.66465909 0.75302344 0.41919898 0.5836559 0.28886161 0.36132489 0.39683949 0.48680144 0.67643148 0.54952554] [ 0.05967667] [ 0.34063693 0.48084834 0.60498363 0.39421623 0.56029787 0.60889186 0.40038383 0.48983176 0.44607965 0.57340438] [-0.01588663] [ 0.5002343 0.69054018 0.44518383 0.67595217 0.42268063 0.43579258 0.53478419 0.56343636 0.65184063 0.40326756] [-0.231409] [ 0.29198498 0.57431368 0.51652746 0.47649696 0.41370307 0.50290349 0.37668825 0.53646879 0.54423087 0.40182214] [ 0.68768108] [ 0.85279852 0.42305735 0.73556021 0.13573119 0.46754605 0.39821319 0.69661222 0.6327992 0.51453375 0.40371713] [-0.30305902] [ 0.45589691 0.37446152 0.68054175 0.39925368 0.3845539 0.51515995 0.54603753 0.49591668 0.47593204 0.37928254] [-0.44956383] [ 0.61153519 0.66617987 0.406155 0.5498702 0.273974 0.48929555 0.43343433 0.48872616 0.5862896 0.52313652] [-0.28851335] [ 0.72736482 0.34693918 0.71928674 0.28457255 0.6098487 0.58267083 0.49431815 0.46769571 0.43061613 0.50211463] [-1.34630335] [ 0.49649918 0.66781323 0.45606264 0.53934429 0.30657126 0.37018965 0.51809533 0.65389182 0.61284658 0.30837604] [ 0.72070633] [ 0.56028604 0.64714086 0.41073095 0.49835652 0.38302499 0.35526969 0.47060545 0.60599162 0.46590269 0.46470746] [ 0.01574242] [ 0.23466816 0.38516261 0.58298555 0.39698727 0.54853298 0.61701456 0.51725612 0.44833687 0.45327453 0.53023106] [ 0.61342921] [ 0.66788387 0.55698024 0.53429001 0.49959383 0.33605638 0.39435094 0.41393815 0.44389418 0.5941791 0.40835229] [ 0.13683461] [ 0.62192057 0.70474461 0.55889261 0.3641096 0.4602257 0.42942188 0.51322711 0.65330651 0.59493829 0.49921919] [ 0.04397106] [ 0.55230341 0.7418846 0.4255779 0.5183265 0.46571687 0.58101967 0.41698281 0.5471067 0.5243347 0.67037559] [-0.17966339] [ 0.39562541 0.46021584 0.63328259 0.41529334 0.48475504 0.56712777 0.43679646 0.43989547 0.46420197 0.54883573] [-0.50768313] [ 0.50132514 0.66236172 0.4186647 0.53962789 0.30807084 0.54491319 0.38374313 0.51810261 0.54740438 0.5322948 ] [ 0.33801944] [ 0.58785103 0.59084819 0.50312986 0.40575832 0.35521733 0.38570904 0.53405734 0.54237322 0.53952306 0.4646987 ] [ 0.87809856] [ 0.3691742 0.65273139 0.47290815 0.39293438 0.39601961 0.53522888 0.38348334 0.57571824 0.61333434 0.47617839] [ 0.66655973] [ 0.29009681 0.76070633 0.3540632 0.61458359 0.28489425 0.48096711 0.35177271 0.65374592 0.52524837 0.50403747] [ 0.03189058] [ 0.32315397 0.52096308 0.52672357 0.53205624 0.31775312 0.55758701 0.38417373 0.39104793 0.48005839 0.47567198] [ 0.20997463] [ 0.27784764 0.77097268 0.36536956 0.64774728 0.37944706 0.70723665 0.350272 0.55158524 0.4810464 0.62501962] [-0.10228514] [ 0.68743133 0.51998196 0.53842811 0.41543232 0.32812431 0.49978732 0.53277341 0.63725918 0.5401912 0.35140186] [ 0.71071473] [ 0.60599463 0.51206167 0.53334736 0.48901423 0.46227279 0.45718752 0.52316321 0.67171271 0.58609639 0.33506314] [-1.03648795] [ 0.4568775 0.65827447 0.57672333 0.2837002 0.33092215 0.40341402 0.49543525 0.56258436 0.61572334 0.41436729] [ 0.09624082] [ 0.77718886 0.6663992 0.55029398 0.16647954 0.31606857 0.28047417 0.61980994 0.67815248 0.6733485 0.4156256 ] [-0.40113202] [ 0.43090678 0.76315045 0.5032076 0.50518379 0.45788481 0.65677675 0.5217114 0.41953004 0.67440113 0.58262783] [-0.02709294] [ 0.49270163 0.63652251 0.45032946 0.52605686 0.41984703 0.59202182 0.42588313 0.29104701 0.41541501 0.66090941] [ 0.57124297] [ 0.32908522 0.62920612 0.49181074 0.5272567 0.38903822 0.48912743 0.44424163 0.57735144 0.70201931 0.43515805] [-0.41079052] [ 0.67706312 0.40038439 0.62122868 0.32082037 0.55391053 0.48135281 0.5678801 0.43714792 0.44891057 0.42578417] [-0.25005669] [ 0.33105399 0.60478702 0.43938395 0.62270811 0.30787055 0.63618585 0.51824214 0.61799386 0.49484435 0.41875436] [-0.12134707] [ 0.4780149 0.78250692 0.4525818 0.62015491 0.38815482 0.66959839 0.46399734 0.52848355 0.58934809 0.73807503] [ 0.72267196] [ 0.62499757 0.64990533 0.46698484 0.46013613 0.24541256 0.3788251 0.56843828 0.72989472 0.61351102 0.30400559] [-0.24311768] [ 0.53761418 0.53184102 0.47104165 0.4061117 0.44614646 0.33895532 0.46059693 0.48400021 0.52449872 0.37991842] [-0.27401293] [ 0.38145377 0.6018932 0.50889127 0.52960427 0.4828557 0.530604 0.50735521 0.48923446 0.57635252 0.50583022] [ 0.06097197] [ 0.44364759 0.67425955 0.43887906 0.62692026 0.37437616 0.51674726 0.49035317 0.54119041 0.58541963 0.47032419] [ 0.03114263] [ 0.40330035 0.60486861 0.32499895 0.52568838 0.41458257 0.63114612 0.3950165 0.59889782 0.53224899 0.54985168] [ 0.36517837] [ 0.32013537 0.62990102 0.48764087 0.4508993 0.53005997 0.72492106 0.3719561 0.40158246 0.42796179 0.69784337] [-0.13156374] [ 0.59748463 0.79850457 0.48630784 0.50461528 0.4590993 0.45271392 0.45799245 0.64340036 0.60107527 0.69170256] [ 0.07184489] [ 0.5692925 0.35953673 0.56215355 0.40004785 0.45514135 0.46218415 0.45300485 0.53077147 0.4641752 0.4377824 ] [-0.4647331] [ 0.45902982 0.75927922 0.43471273 0.59870036 0.43482121 0.5865247 0.53657096 0.62839383 0.50925605 0.61959902] [-0.19024169] [ 0.39442307 0.70735321 0.42786792 0.54357467 0.39101073 0.56521574 0.40223217 0.42735431 0.58945459 0.71277095] [-0.06787751] [ 0.40359637 0.41822329 0.58788944 0.37614682 0.55867273 0.61800679 0.41401161 0.58937032 0.43641492 0.46840327] [ 0.11121119] [ 0.38870017 0.71241422 0.42432621 0.69057428 0.35647459 0.62899885 0.41139199 0.38540914 0.56958908 0.70294029] [ 0.70393609] [ 0.55198272 0.57100639 0.52635143 0.42627155 0.35490413 0.52569837 0.41310579 0.60550603 0.4604751 0.50287929] [ 0.29939654] [ 0.19953152 0.56153832 0.40738962 0.65099518 0.48155437 0.788883 0.39381757 0.53587481 0.55053184 0.53818571] [ 0.15199122] [ 0.62362722 0.58742601 0.5739317 0.41181785 0.33223603 0.54045207 0.56192818 0.60053085 0.53753559 0.4249806 ] [-0.19949065] [ 0.23197872 0.4387935 0.68641852 0.42271113 0.42534772 0.64505902 0.38991912 0.41324083 0.36280864 0.46365094] [-0.11695315] [ 0.40954368 0.63756363 0.38365205 0.51581871 0.32066301 0.48551108 0.39285622 0.50611618 0.46772178 0.39056662] [-0.01451727] [ 0.25773235 0.62724404 0.39161761 0.64623233 0.35006668 0.64399336 0.4662258 0.51199425 0.57364282 0.48913589] [-0.62238022] [ 0.60079107 0.67245743 0.40976202 0.49870156 0.36175716 0.56780114 0.38441467 0.43261719 0.51130148 0.60452665] [ 1.1291997] [ 0.63400529 0.75129549 0.41098782 0.5743142 0.2961559 0.4204502 0.47747432 0.5374984 0.71930639 0.77563855] [ 1.01080297] [ 0.63097657 0.54347735 0.60871809 0.48491123 0.42398276 0.51471149 0.43078042 0.67379582 0.46584082 0.40513641] [-0.12520432] [ 0.49067725 0.72985809 0.38128187 0.45245068 0.28911259 0.42187697 0.48423992 0.49656888 0.53884344 0.58695205] [-0.43601253] [ 0.22752756 0.47330721 0.50492926 0.54501891 0.47966658 0.63423971 0.47730026 0.601143 0.29789921 0.38668324] [ 0.04333423] [ 0.39124476 0.53111373 0.47471954 0.56232178 0.35328458 0.57591595 0.41799606 0.38969398 0.41749203 0.52910047] [ 0.52554238] [ 0.1770214 0.54136077 0.56788447 0.42078776 0.50766466 0.74514244 0.39674055 0.35346225 0.42571635 0.62986776] [-0.4523125] [ 0.41028739 0.71259792 0.42105269 0.61803254 0.28106117 0.49153435 0.36282135 0.47583085 0.47294752 0.60972189] [ 0.43302669] [ 0.45935136 0.60879922 0.60189896 0.388515 0.42281378 0.51873906 0.44374557 0.51873331 0.60899273 0.46281894] [-0.37567907] [ 0.50750544 0.41909311 0.5099906 0.43286306 0.4912266 0.67361591 0.47166861 0.46428599 0.39044089 0.48767707] [-0.35918269] [ 0.52462098 0.50872708 0.55775295 0.55350726 0.48470758 0.50309704 0.54576248 0.54783571 0.54063938 0.46258714] [-0.52932728] [ 0.31847845 0.64527194 0.44894905 0.53642435 0.43151474 0.55692362 0.49082467 0.53552121 0.47546696 0.49906573] [-0.23823255] [ 0.3687094 0.66996996 0.33588802 0.72025413 0.30809718 0.46868952 0.35814866 0.28689859 0.50162093 0.48172948] [-0.16095939] [ 0.46634561 0.58480757 0.45669822 0.4701847 0.33532638 0.46567293 0.57765617 0.50179614 0.51206759 0.51130139] [-0.07120748] [ 0.38718677 0.49636212 0.53492513 0.34394677 0.44449913 0.59081103 0.38092253 0.5455165 0.50207659 0.46675895] [-0.45615568] [ 0.44840562 0.68429196 0.35702165 0.58201147 0.36979864 0.61291053 0.29148079 0.57495742 0.50861879 0.5922187 ] [-0.16113708] [ 0.6661298 0.52994647 0.55778334 0.47668737 0.41725814 0.329676 0.55212891 0.61350089 0.62528216 0.29406909] [ 0.566885] [ 0.21508668 0.56856746 0.51119214 0.53068734 0.57309128 0.67411612 0.34967363 0.34668113 0.38688995 0.67488793] [-0.3213011] [ 0.70913915 0.31122357 0.63086218 0.47364609 0.56790653 0.53435868 0.53622321 0.6022525 0.3629439 0.36223168] [-0.90674664] [ 0.45831346 0.79401636 0.37478576 0.5650299 0.22817753 0.55190575 0.46142079 0.53322284 0.67446368 0.57335109] [-0.13919567] [ 0.39491452 0.19414331 0.74514159 0.30566158 0.50347768 0.68106245 0.38237337 0.4176827 0.34986999 0.36444772] [-0.41067679] [ 0.34273844 0.62639572 0.50771321 0.59189477 0.38703928 0.62397323 0.45420401 0.53455525 0.45089252 0.48658811] Progress: 59.1% ... Training loss: 0.309 ... Validation loss: 0.487[-0.51696567] [ 0.68572951 0.64459644 0.51618036 0.42198937 0.36569562 0.44890232 0.49983292 0.45962814 0.56476154 0.54433981] [-0.17167626] [ 0.66230102 0.51012893 0.50409408 0.37901506 0.42929819 0.31762802 0.5659261 0.57998384 0.45475831 0.42815299] [-0.09976838] [ 0.29149002 0.60912409 0.57735086 0.39101502 0.42744521 0.46834059 0.49448027 0.52820625 0.56179032 0.48479515] [-0.01358083] [ 0.41357799 0.69436471 0.48225124 0.55763972 0.41930138 0.68930499 0.57361005 0.58988667 0.52060878 0.48105826] [ 0.23163418] [ 0.33575926 0.42878588 0.53608916 0.3233596 0.44588121 0.45952665 0.36363633 0.4305966 0.42870335 0.32036193] [-1.4436342] [ 0.4528445 0.58371846 0.51666381 0.4512386 0.28914627 0.35446568 0.48625763 0.57934533 0.5456842 0.34706015] [ 0.15521406] [ 0.44072289 0.49262974 0.45335348 0.4458939 0.40952924 0.36057174 0.43121918 0.45281396 0.56153941 0.37901286] [-0.4767032] [ 0.27783317 0.48496828 0.62136566 0.44784942 0.40065934 0.62784719 0.4451394 0.35398785 0.44898554 0.39088877] [ 0.40016721] [ 0.32127379 0.21748248 0.70758276 0.37424633 0.54944403 0.46613399 0.45113092 0.4533548 0.28295697 0.5769247 ] [-0.23929171] [ 0.30555659 0.57383354 0.42173997 0.61121864 0.46190044 0.57083872 0.55528243 0.56550322 0.43270087 0.45114945] [-0.16894171] [ 0.44119312 0.47609163 0.49833515 0.63286028 0.52912695 0.58822231 0.3953045 0.52485336 0.40150839 0.42692811] [ 1.44639533] [ 0.7121978 0.52722625 0.61006585 0.33028416 0.30556261 0.34670571 0.54482192 0.75197543 0.59340352 0.33393167] [ 0.14809385] [ 0.26656527 0.37121913 0.60703863 0.51762282 0.45013225 0.78262706 0.42541476 0.49193511 0.32230386 0.40843413] [-0.40805223] [ 0.40688696 0.63614486 0.50207059 0.60134673 0.51767812 0.55503239 0.41762138 0.46116396 0.44775498 0.53999203] [-0.1646767] [ 0.34092338 0.3619521 0.64579583 0.44300211 0.41558285 0.7482499 0.37220584 0.44457213 0.38229774 0.4803067 ] [-0.42793057] [ 0.7767344 0.61520893 0.59447292 0.36710084 0.45823782 0.45730368 0.61466874 0.5134771 0.64013976 0.45262934] [-0.15928601] [ 0.39906543 0.75382077 0.46865783 0.60348555 0.45456255 0.70093036 0.53676248 0.41095299 0.64259418 0.61105508] [-0.44794905] [ 0.55952141 0.81379884 0.45513938 0.61438196 0.32989203 0.72159048 0.48586755 0.5337413 0.60562081 0.68890381] [ 1.70912446] [ 0.79291723 0.53670628 0.54534575 0.29573603 0.22301933 0.31351475 0.51736476 0.67041298 0.62018111 0.30442913] [-0.24940254] [ 0.41012001 0.68722686 0.4070888 0.70559174 0.27072364 0.46995332 0.51978186 0.69657204 0.53865769 0.54096427] [ 1.22841529] [ 0.65086728 0.41936087 0.60589392 0.35420198 0.41003488 0.47112664 0.41718019 0.42812158 0.49531301 0.45721222] [ 0.43176687] [ 0.1333849 0.5763682 0.43046736 0.67706854 0.48914875 0.69304103 0.37167797 0.35505357 0.36113432 0.50249815] [-0.02761256] [ 0.67736289 0.5625455 0.56802588 0.21300618 0.34801014 0.3263376 0.60733814 0.53108333 0.65460134 0.37928839] [ 0.28938265] [ 0.71890643 0.53493199 0.51533935 0.39328375 0.33250875 0.270004 0.47223348 0.44030852 0.56959923 0.42965843] [ 0.46583091] [ 0.46214819 0.69059336 0.42830864 0.68955569 0.27808266 0.51805887 0.49014884 0.46227187 0.61587484 0.53298462] [ 0.1588257] [ 0.42243475 0.54321708 0.44943544 0.50602938 0.49437547 0.64522596 0.44754629 0.50888684 0.47597817 0.49550617] [-0.30819691] [ 0.35442118 0.48243445 0.45397258 0.56801343 0.40325094 0.62543563 0.43806149 0.50650358 0.33409816 0.38598159] [-0.24892014] [ 0.35809433 0.56956655 0.44613706 0.43495864 0.39450789 0.72074691 0.34538583 0.52928577 0.4360749 0.51873993] [-0.22917017] [ 0.32435447 0.25325471 0.74171074 0.3711605 0.51253755 0.60661979 0.48342457 0.39203163 0.38673488 0.36041523] [ 0.20345016] [ 0.52167693 0.59539107 0.51303757 0.46812113 0.45244051 0.46443991 0.57941013 0.58813035 0.56156747 0.38636142] [-0.36458586] [ 0.32649658 0.58352566 0.37658513 0.63512775 0.40702901 0.43324156 0.34608816 0.32351283 0.43190417 0.45538695] [ 1.21722615] [ 0.55370906 0.66314282 0.39033095 0.41174255 0.29543283 0.24219892 0.56764264 0.65362947 0.71311498 0.25916556] [-0.07900285] [ 0.49324958 0.60572985 0.49981887 0.59424815 0.54696944 0.75066435 0.32492066 0.57422553 0.43264056 0.67386634] [ 0.11168465] [ 0.227115 0.49792063 0.44270501 0.63622089 0.4114315 0.75078905 0.30310969 0.4854067 0.44296095 0.50869123] [-0.49295134] [ 0.76119777 0.41120271 0.61366884 0.29106671 0.46587546 0.56714105 0.52539876 0.55515429 0.47451727 0.43884182] [-0.3523097] [ 0.46165366 0.7327112 0.53257898 0.58187847 0.46088719 0.70855496 0.54985236 0.49271212 0.61911391 0.64405915] [-0.02391563] [ 0.70868997 0.61986454 0.47867608 0.31682237 0.33853293 0.29729114 0.48817872 0.54672551 0.62540007 0.37972754] [ 0.07632664] [ 0.22337768 0.60991276 0.39372159 0.68042232 0.43280663 0.57362172 0.32474304 0.36552327 0.47560345 0.51753105] [-0.70165471] [ 0.5761036 0.51860581 0.53638943 0.5195406 0.53423749 0.49666514 0.44430526 0.46140665 0.47085347 0.53946675] [ 0.3662935] [ 0.50478675 0.58279918 0.44259002 0.39212055 0.31851723 0.37601718 0.53349762 0.5176975 0.60335407 0.39846639] [-0.08892605] [ 0.46170031 0.76440665 0.44020167 0.60254754 0.45147567 0.71737632 0.45752314 0.47965056 0.50629883 0.69882167] [-0.42859561] [ 0.78364808 0.58847663 0.54676066 0.42730379 0.2163782 0.34340455 0.5622797 0.66595167 0.59283665 0.38545207] [-0.59166529] [ 0.74681046 0.43684732 0.60746699 0.3035014 0.39622919 0.43638219 0.43701877 0.60006416 0.56581853 0.4391366 ] [ 0.48621] [ 0.24213488 0.42116307 0.6080979 0.60889615 0.42905305 0.54125426 0.41442976 0.41338193 0.56650645 0.31683736] [-0.38997375] [ 0.28917875 0.49812112 0.56887928 0.43892792 0.43159006 0.5163926 0.35027317 0.46756003 0.48001586 0.3804672 ] [-1.27395847] [ 0.52828732 0.75142868 0.54007379 0.49482187 0.32796307 0.48019907 0.4959857 0.59278654 0.58776169 0.44721889] [-0.19568761] [ 0.35676506 0.60839786 0.46483867 0.55538515 0.46195874 0.60677156 0.37654828 0.43467108 0.44625047 0.59593851] [ 0.07266472] [ 0.21927599 0.39587251 0.59981645 0.50906352 0.4207211 0.61699703 0.38574341 0.42270308 0.40728084 0.44934325] [ 1.02613703] [ 0.48769955 0.61079827 0.43047451 0.54235809 0.34621103 0.3502925 0.44566336 0.52834977 0.55892216 0.32889167] [-0.12749992] [ 0.34670772 0.73340448 0.31535458 0.66168951 0.39799216 0.62674308 0.44248046 0.55333187 0.50947411 0.52300184] [ 0.17720274] [ 0.27251092 0.75532397 0.43146134 0.61171189 0.47865016 0.70695347 0.36610374 0.63333547 0.6254497 0.63698087] [-0.6003294] [ 0.54379835 0.50920447 0.4316825 0.5554328 0.44618211 0.38431545 0.43940938 0.26672218 0.39482629 0.55121073] [-0.30770948] [ 0.3359746 0.46405845 0.61408249 0.37553976 0.49890272 0.5024926 0.48551307 0.49595466 0.48305945 0.4840427 ] [ 0.27233211] [ 0.17262027 0.63998078 0.40517078 0.58503504 0.42905121 0.77801099 0.32696208 0.51115261 0.48236598 0.53467191] [ 0.9569138] [ 0.82925168 0.42772095 0.5878207 0.41913516 0.34086233 0.22676441 0.67122791 0.75729209 0.48692202 0.45497944] [ 0.0122436] [ 0.27851445 0.57968201 0.56666363 0.44384934 0.42005942 0.62791818 0.41784575 0.59240099 0.49330404 0.5495798 ] [-0.05977144] [ 0.24158845 0.27856079 0.77086137 0.42024115 0.51548043 0.64030208 0.38149281 0.34210558 0.38201721 0.43942515] [-1.44384236] [ 0.52453777 0.67958885 0.43771425 0.497809 0.29796774 0.31781657 0.49441707 0.65678549 0.66520971 0.36855222] [ 0.78966222] [ 0.4784538 0.31701164 0.6084733 0.26906275 0.41517769 0.56544163 0.43494599 0.42442856 0.31097139 0.41155143] [-0.55981889] [ 0.37640536 0.60290832 0.48707904 0.52000061 0.40393423 0.5658223 0.45102822 0.48012045 0.55819954 0.49855093] [-0.38576516] [ 0.42634318 0.56180891 0.44640095 0.51237438 0.40813984 0.63500229 0.41874784 0.5549522 0.41267765 0.44578616] [ 0.05271488] [ 0.47468165 0.73163994 0.48560318 0.61674801 0.42038787 0.67110576 0.55772195 0.47934869 0.60663056 0.53904479] [-0.310094] [ 0.71616281 0.48625511 0.52907564 0.35287213 0.43067868 0.30593288 0.55047238 0.46641844 0.54081422 0.52302499] [-0.49536714] [ 0.50733811 0.6353013 0.45867707 0.715713 0.49360064 0.6558526 0.41606601 0.4995271 0.46693875 0.46777143] [ 0.11947007] [ 0.76167011 0.44810865 0.67859022 0.29507204 0.40551093 0.37510174 0.58751163 0.72641743 0.56072466 0.34804441] [ 0.29315956] [ 0.45189219 0.55755998 0.54422134 0.45708986 0.38389242 0.51497184 0.51631317 0.61983645 0.44137667 0.41881672] [-0.84926427] [ 0.26711427 0.31358578 0.71169769 0.31227361 0.51204355 0.51937493 0.49646991 0.46067464 0.41880669 0.33256495] [ 0.53589806] [ 0.23223728 0.56514582 0.51282651 0.55941683 0.3479276 0.66004187 0.3652615 0.36180081 0.46789351 0.58922367] [-0.17250103] [ 0.7069945 0.60366563 0.52144934 0.35434857 0.39451291 0.30111586 0.57451591 0.57984808 0.63648923 0.34756351] [-0.63426446] [ 0.75521554 0.39502661 0.56662793 0.4091762 0.50791478 0.54326199 0.59228011 0.44681164 0.51716159 0.42849706] [ 0.1780337] [ 0.24939475 0.55867936 0.56549673 0.5017843 0.51973114 0.76517372 0.44236616 0.46251988 0.529673 0.64793342] [-0.35628426] [ 0.42465386 0.67956268 0.4974853 0.57291689 0.30685042 0.608256 0.42923004 0.41874921 0.52657784 0.57130774] [ 0.85255613] [ 0.3002712 0.44551192 0.63189621 0.44048568 0.39682652 0.53031955 0.41051061 0.52639975 0.4435806 0.41477758] [-0.00997001] [ 0.28988247 0.66268537 0.31805506 0.47114406 0.30904766 0.74377258 0.31365428 0.53834981 0.46100833 0.55075395] [ 0.11017385] [ 0.37463017 0.73768534 0.45438479 0.6074108 0.55172853 0.68299007 0.33802708 0.52103692 0.50847855 0.69209793] [ 0.09238236] [ 0.23767248 0.43571532 0.5798714 0.41333242 0.46659343 0.69076398 0.40164863 0.48599967 0.4200475 0.51254713] [-0.17079745] [ 0.56336655 0.4093187 0.60037491 0.46151958 0.55317719 0.46416363 0.54115485 0.46207841 0.45422684 0.5422336 ] [ 0.36499607] [ 0.23564977 0.73572052 0.41521128 0.65254649 0.31690549 0.71427901 0.37722538 0.52759786 0.49952865 0.56406256] [ 0.55069271] [ 0.59396943 0.62259575 0.46022889 0.55563299 0.32113065 0.29359224 0.45953659 0.56655048 0.56311553 0.4983015 ] [-0.05233541] [ 0.57748418 0.59361803 0.61918335 0.39283816 0.54304157 0.55223436 0.56822116 0.52724827 0.49577916 0.58759948] [-0.50100644] [ 0.46427472 0.67784668 0.3741365 0.6317005 0.4079893 0.50024038 0.49949771 0.52036012 0.56119123 0.49218995] [ 0.04808991] [ 0.42130795 0.55735599 0.35745347 0.64678206 0.29483857 0.55761041 0.35937186 0.47550627 0.54441499 0.45578385] [ 0.7556018] [ 0.44189597 0.73199765 0.39900138 0.69487404 0.44912959 0.57132744 0.42638187 0.64544499 0.55370811 0.56763298] [-0.13544521] [ 0.38504753 0.567476 0.38501265 0.50263129 0.37877163 0.44217696 0.42931438 0.50565512 0.55796009 0.43657132] [ 0.14554644] [ 0.57462162 0.61991654 0.46185961 0.60445167 0.27275371 0.35357035 0.49906783 0.50020807 0.56120852 0.52423567] [-0.10135245] [ 0.77141305 0.47730832 0.62920955 0.24716493 0.41259934 0.43261509 0.58926739 0.42400053 0.52051972 0.41105326] [ 0.38835842] [ 0.19824929 0.55652295 0.37803956 0.58442029 0.39805919 0.77822859 0.36271547 0.44042201 0.35737046 0.54337703] [-0.39430827] [ 0.73289493 0.58039682 0.48784671 0.30626284 0.48370213 0.53838825 0.57072416 0.46699775 0.46404753 0.4632141 ] [-0.23304819] [ 0.20561025 0.56145048 0.42359571 0.61143775 0.43611371 0.62989105 0.33915449 0.50999887 0.51932807 0.46360633] [-0.20959141] [ 0.41532994 0.70926392 0.38101865 0.55095861 0.27413088 0.49241124 0.41093207 0.56984066 0.55013102 0.52582841] [ 0.35434613] [ 0.7414592 0.49144367 0.57578158 0.36397237 0.30594187 0.47747802 0.52405293 0.53218113 0.55598169 0.4447877 ] [-0.27277961] [ 0.37038956 0.76333185 0.35360242 0.54159297 0.39818117 0.62914927 0.35660865 0.53052909 0.55877689 0.68758925] [ 0.63001743] [ 0.73614946 0.44975085 0.62485597 0.24507159 0.45240419 0.46821494 0.60123825 0.60128277 0.48055536 0.38785876] [ 0.00510077] [ 0.3738165 0.62123759 0.4254017 0.4691797 0.43943929 0.60613107 0.5151273 0.57416804 0.36216034 0.53161593] [-0.02931216] [ 0.48013955 0.50669393 0.49671336 0.32873946 0.4505861 0.66900523 0.50384787 0.52202467 0.34926973 0.49377745] [ 0.4200741] [ 0.27359208 0.33578889 0.53943524 0.37479802 0.57750921 0.52668797 0.35293343 0.38765421 0.39104309 0.33526393] [-0.3527729] [ 0.48891339 0.56330887 0.40932961 0.68931231 0.39624644 0.4542661 0.443733 0.31218922 0.45611998 0.60805271] [-0.0931313] [ 0.69100827 0.48540824 0.57754806 0.42955218 0.29422715 0.43031894 0.47617661 0.53598913 0.62828389 0.42654244] [-0.08528647] [ 0.30258166 0.48961104 0.49397557 0.56681314 0.48331789 0.72212617 0.40053276 0.48940107 0.53640575 0.50897016] [-0.24341293] [ 0.62160235 0.53878631 0.57035151 0.36507454 0.45541256 0.38835532 0.4420885 0.56383592 0.51132264 0.59291325] [-1.13512259] [ 0.33389515 0.58813485 0.40076966 0.6363169 0.36715514 0.45241127 0.5255985 0.6318195 0.58480196 0.34349317] [ 0.5572722] [ 0.2033312 0.45384196 0.53053664 0.47730864 0.45466413 0.69335795 0.27969816 0.34188194 0.30042585 0.47158996] [ 0.17130074] [ 0.53036074 0.33401325 0.65957484 0.33720837 0.47273475 0.48251613 0.49430078 0.70255627 0.46025864 0.28653706] [-0.57325882] [ 0.60309546 0.65473687 0.46872085 0.58922289 0.17099593 0.27497142 0.47004462 0.69629402 0.64885334 0.28691847] [-0.1216663] [ 0.51726394 0.59728092 0.53545808 0.34049714 0.44568857 0.48830537 0.54251369 0.60733681 0.48009551 0.49865966] [-0.08291977] [ 0.59118136 0.60516532 0.46225149 0.44292677 0.35714929 0.40332055 0.46875533 0.41662812 0.64880369 0.39982604] [ 0.03663098] [ 0.3548157 0.6281884 0.36466639 0.54703185 0.47978681 0.57412794 0.34913547 0.42961156 0.48701902 0.61297532] [ 0.49075785] [ 0.20594562 0.42456388 0.48514681 0.38324152 0.48702898 0.51839046 0.34452969 0.4402131 0.35761353 0.37296946] [ 0.86777376] [ 0.51281049 0.47437173 0.62660133 0.39690964 0.48311424 0.55472753 0.45328464 0.48236638 0.42882793 0.42726764] [-0.01589154] [ 0.76916719 0.62522566 0.51883763 0.39125444 0.24196651 0.32472439 0.55309445 0.59873905 0.67039705 0.36329492] [-0.06483491] [ 0.46199432 0.75832952 0.43753566 0.67874197 0.45825213 0.67503469 0.32347116 0.53723737 0.53687806 0.67157653] [ 0.47719689] [ 0.30798175 0.42864952 0.64454277 0.33976256 0.48780309 0.47798961 0.39219987 0.41301874 0.38270732 0.42887242] [-0.25682973] [ 0.53821868 0.70093747 0.45469249 0.45884933 0.39551589 0.47236487 0.49799094 0.50412643 0.72072359 0.66530477] [-0.08330841] [ 0.33796688 0.76684212 0.31727863 0.69366611 0.28640262 0.70543009 0.4053884 0.51735022 0.47211624 0.62818865] [ 0.24616498] [ 0.36301934 0.58688223 0.50175597 0.5314756 0.36736245 0.64576377 0.52648707 0.64903381 0.4575355 0.49953396] [ 0.39122072] [ 0.15290302 0.59967539 0.45154358 0.71130224 0.38381025 0.77115878 0.36002552 0.37153835 0.53597931 0.539392 ] [-0.23535639] [ 0.73342318 0.55644752 0.5727178 0.31901611 0.38451121 0.5072783 0.49080236 0.58222075 0.6426406 0.47767313] [-0.27857779] [ 0.45223144 0.46236583 0.49167088 0.36948591 0.32969532 0.44435518 0.51756849 0.6629159 0.42579056 0.35204734] [ 0.44369059] [ 0.52371015 0.6663788 0.47466712 0.50408498 0.30963176 0.52239631 0.52992667 0.4565401 0.56554865 0.58930446] [ 0.55253361] [ 0.50964988 0.63170166 0.51413928 0.4325054 0.39183382 0.49196757 0.51354868 0.61150593 0.48674981 0.50820645] [-0.01643907] [ 0.52574928 0.51301927 0.47362557 0.45959477 0.32272056 0.42230358 0.50901184 0.54577153 0.49609928 0.48178121] [-0.56151641] [ 0.56447402 0.70211196 0.46908246 0.47727594 0.38515618 0.5559988 0.41904535 0.71675393 0.70825652 0.62557526] [ 0.30752046] [ 0.67796396 0.71910274 0.51318789 0.53969107 0.36046308 0.32380458 0.50645829 0.68133516 0.66619663 0.45781003] [-0.86462081] [ 0.427078 0.49465274 0.63141843 0.3747244 0.46860856 0.55734916 0.44308359 0.55142209 0.45063468 0.52216857] [-0.30652961] [ 0.43201307 0.46601179 0.57435836 0.45404082 0.48007782 0.35599308 0.53985363 0.44871257 0.46836581 0.61972166] [-0.10964363] [ 0.34149682 0.43971589 0.62200476 0.31676133 0.49543952 0.48562719 0.51348946 0.48820511 0.46870037 0.38591401] [ 0.33140367] [ 0.72189927 0.48208081 0.58526364 0.25199703 0.38099917 0.36346298 0.53744076 0.76559848 0.58429719 0.40455443] [-1.00544719] [ 0.82409402 0.75909077 0.5370501 0.28921841 0.39038301 0.4511842 0.65002812 0.58329745 0.70625611 0.54079479] Progress: 59.4% ... Training loss: 0.309 ... Validation loss: 0.489[-0.26762541] [ 0.30681577 0.77455414 0.30900738 0.66825697 0.36603614 0.50144351 0.43642105 0.37371568 0.6164847 0.56676216] [ 0.1045994] [ 0.24990132 0.43093764 0.64215091 0.2984355 0.57019744 0.61120272 0.41688236 0.41115863 0.34467804 0.56875776] [ 0.53479458] [ 0.57864904 0.74991285 0.42212725 0.45681089 0.34130637 0.33252616 0.52730874 0.60512661 0.70540787 0.39129652] [-0.24016036] [ 0.36974498 0.70740643 0.29602973 0.61493713 0.40062324 0.71137255 0.49704646 0.58567145 0.46018215 0.46002226] [-0.0623435] [ 0.31394861 0.63270224 0.51925761 0.49107674 0.39874995 0.69677353 0.35027534 0.42390125 0.4640995 0.55901934] [-0.0538315] [ 0.3183104 0.5030117 0.5661723 0.48553877 0.43304199 0.71737651 0.45828223 0.48678895 0.34835408 0.52686968] [-0.51428225] [ 0.50519457 0.65222793 0.4747586 0.44750807 0.34154869 0.52102002 0.50057794 0.68887971 0.48724426 0.50176651] [-0.79892104] [ 0.43077195 0.59023574 0.50688666 0.55801372 0.32531183 0.49051428 0.40204782 0.5220943 0.49351295 0.43382404] [-0.06621478] [ 0.6490168 0.69446166 0.47138371 0.32561255 0.41865614 0.65014711 0.50892668 0.56192804 0.54219407 0.53693562] [-0.36581381] [ 0.32414506 0.48653683 0.60019663 0.37503638 0.43453073 0.5765296 0.47246981 0.57823399 0.55189109 0.48339891] [ 1.03333104] [ 0.72563599 0.64571171 0.58971932 0.33180154 0.37386386 0.43610233 0.63096107 0.61592331 0.63637965 0.41478365] [-0.03712851] [ 0.38491786 0.64553426 0.37788204 0.67603596 0.38222364 0.56049506 0.40674303 0.54927815 0.58319558 0.43975223] [-0.9950388] [ 0.28902176 0.49653367 0.63536312 0.49926471 0.29928156 0.50464147 0.45579956 0.65239656 0.5133393 0.3519724 ] [ 0.12611744] [ 0.8022617 0.58059802 0.50969512 0.3342822 0.29106925 0.31610263 0.5291991 0.47087534 0.62669093 0.37879354] [ 0.17789159] [ 0.30728099 0.51605338 0.45856155 0.5580743 0.51299306 0.75567274 0.33303321 0.52987474 0.38661064 0.59031692] [-1.759422] [ 0.56153669 0.73379362 0.40751945 0.57106455 0.1753427 0.26357568 0.4933686 0.6876937 0.68613264 0.27905224] [ 0.61997322] [ 0.18864682 0.63883461 0.43419773 0.67112119 0.44564653 0.73491257 0.32210809 0.38759659 0.40223598 0.65086598] [ 0.17584431] [ 0.51709085 0.64463244 0.36624775 0.56841979 0.25042816 0.50527344 0.38627745 0.46620122 0.54453589 0.44666244] [ 0.40566013] [ 0.41705811 0.55897623 0.36023684 0.51541777 0.32094659 0.60831821 0.43693288 0.39715567 0.50459344 0.49777954] [ 0.16707057] [ 0.43957565 0.59484966 0.39655802 0.4959972 0.29817596 0.46920975 0.42873653 0.54955883 0.57807688 0.42265631] [ -9.28663571e-05] [ 0.28150045 0.53956995 0.59599824 0.484434 0.38911621 0.71614916 0.37597564 0.38229162 0.41939189 0.52910961] [-0.22343677] [ 0.43779746 0.61068078 0.46209555 0.39431344 0.50422792 0.61923651 0.38820918 0.45833366 0.45083358 0.66509735] [ 0.56158369] [ 0.25635422 0.63152764 0.40983288 0.70932306 0.39240646 0.72623385 0.36766269 0.38123346 0.42730503 0.589861 ] [ 0.276059] [ 0.66308626 0.66695044 0.61310165 0.4198428 0.41854293 0.48488303 0.56342097 0.57468709 0.6521183 0.48188983] [-0.24773544] [ 0.47845429 0.35625235 0.64590909 0.46192326 0.41725885 0.31333347 0.46567548 0.68253687 0.47480153 0.23141975] [-0.13735682] [ 0.36107017 0.79288564 0.34148765 0.64243848 0.31416723 0.58169726 0.40913912 0.44192417 0.48699606 0.67596891] [-0.21488202] [ 0.34576055 0.57386255 0.61039308 0.26269693 0.48625236 0.53914717 0.51713396 0.43640603 0.52035449 0.50566908] [ 0.80384803] [ 0.40175548 0.45211132 0.56205559 0.37116602 0.40867167 0.57300129 0.38416254 0.50623119 0.50907821 0.48831936] [-0.46777599] [ 0.75468357 0.60011876 0.55742556 0.40272182 0.34832882 0.40449089 0.48851206 0.45500477 0.67588092 0.45154947] [-0.1888208] [ 0.45813026 0.62524722 0.4273509 0.57659529 0.25478921 0.55691996 0.44453808 0.57339453 0.51363999 0.4207613 ] [ 0.2074901] [ 0.59150036 0.66243926 0.37569905 0.50948351 0.27460194 0.61732915 0.42490298 0.45085083 0.52187645 0.57674598] [ 0.34437245] [ 0.23977398 0.38894448 0.67839638 0.37765629 0.44477955 0.5579754 0.36989887 0.43057935 0.37280133 0.40931055] [ 0.10514533] [ 0.28030538 0.57818643 0.59730917 0.43356261 0.49051156 0.58067333 0.43926979 0.42061698 0.44653457 0.49174723] [ 0.97903425] [ 0.51546715 0.62665438 0.53316904 0.56412503 0.51558303 0.62520242 0.42642975 0.57185527 0.57302507 0.54373536] [ 0.56906735] [ 0.58934655 0.73021572 0.48657651 0.47107032 0.26894531 0.34016566 0.5782305 0.7857549 0.58058344 0.4291087 ] [ 0.27879973] [ 0.53518253 0.70814606 0.39239182 0.33218674 0.36762309 0.55512188 0.46739189 0.50831245 0.55410033 0.58094676] [-0.33373085] [ 0.70698595 0.31122507 0.63006454 0.47581328 0.5701615 0.53845662 0.53486176 0.59721715 0.36144798 0.36506791] [-0.36084247] [ 0.76187048 0.47840121 0.58808085 0.26108522 0.48208845 0.33885575 0.53322034 0.42669093 0.55164211 0.41038368] [ 2.0204176] [ 0.69223486 0.65762684 0.51918851 0.40419471 0.23169307 0.32085399 0.61178181 0.80794548 0.58601083 0.26221572] [-0.25733496] [ 0.26513724 0.37609374 0.56019864 0.54452058 0.3868151 0.54144143 0.42208951 0.4366831 0.51678113 0.34675185] [-0.60859964] [ 0.66214802 0.6633995 0.51307527 0.34985013 0.3496204 0.44756415 0.43633553 0.56304162 0.58890181 0.46839168] [ 0.35606861] [ 0.63004972 0.55543461 0.56053083 0.41527654 0.37797707 0.51425871 0.48697694 0.62653114 0.5848778 0.48714062] [-0.15034275] [ 0.3986497 0.59787264 0.43004576 0.67204212 0.56557683 0.61528028 0.41692766 0.53084403 0.47809572 0.45925964] [-1.74540302] [ 0.57060353 0.68086107 0.4651802 0.45715379 0.26029761 0.3166823 0.55473094 0.66167145 0.63991272 0.37000539] [-0.72843385] [ 0.49515528 0.4679472 0.52205833 0.5105896 0.44033998 0.43027226 0.46529982 0.45997119 0.4646266 0.56626057] [ 0.42590027] [ 0.26760328 0.48136223 0.61218715 0.55239803 0.40502221 0.57969876 0.34464522 0.46402092 0.52551925 0.39346021] [-0.24781982] [ 0.39274763 0.32238884 0.67264204 0.43934442 0.46130114 0.56958305 0.44595822 0.39933788 0.45819212 0.36430986] [-0.38152607] [ 0.29564637 0.53298099 0.49204661 0.44821362 0.37736174 0.55319219 0.4652438 0.48657542 0.45729394 0.49228775] [-0.50228931] [ 0.52410941 0.75776463 0.44360149 0.64819223 0.35951606 0.62588993 0.39843316 0.59463306 0.60754299 0.5680239 ] [ 0.00319809] [ 0.62693653 0.76202471 0.50636396 0.46736393 0.3219799 0.56422739 0.50489895 0.59374877 0.74279116 0.61397704] [ 0.11610506] [ 0.37351171 0.5789849 0.41582602 0.49810961 0.45061311 0.67724123 0.447058 0.47661476 0.4459309 0.58258276] [-0.7855892] [ 0.49203318 0.78397875 0.32452871 0.61307219 0.26962803 0.55423663 0.37224467 0.59253632 0.55905675 0.60575299] [ 0.46189883] [ 0.15535737 0.74542044 0.46141135 0.67355927 0.37573864 0.6786214 0.35499173 0.45717594 0.50083496 0.67650957] [ 0.67245482] [ 0.54132468 0.61777361 0.47265684 0.63814393 0.23309431 0.39230363 0.42761913 0.45222326 0.58268379 0.41306786] [-0.52512127] [ 0.36849501 0.81688022 0.31658356 0.64128037 0.28101743 0.497266 0.4015308 0.4683017 0.52755971 0.59654709] [-0.36148166] [ 0.38443663 0.27958528 0.71165874 0.34597457 0.54882719 0.52388408 0.49996676 0.38309535 0.39491493 0.36709287] [-0.29845871] [ 0.50897994 0.73206623 0.47429926 0.49835022 0.48224358 0.72334641 0.4861106 0.54200318 0.54718857 0.70682265] [-0.33013064] [ 0.72337128 0.42217371 0.65951043 0.33867827 0.45059428 0.41425487 0.62394534 0.63513957 0.44184632 0.35678333] [-0.16719801] [ 0.71036148 0.5242736 0.59603942 0.28792418 0.33591158 0.41232763 0.59800355 0.48183969 0.58615799 0.44518606] [-0.11115543] [ 0.34949083 0.7899247 0.27898913 0.64421667 0.38540135 0.54393937 0.4009733 0.38945202 0.54845077 0.64759277] [ 0.43040605] [ 0.20374744 0.42271309 0.55430575 0.71489979 0.33964448 0.75156247 0.32448611 0.33937505 0.39520907 0.48768372] [ 0.18099506] [ 0.19111809 0.54140259 0.42539146 0.70652682 0.38017879 0.69256984 0.33976147 0.40143226 0.42997935 0.47934338] [-0.5226469] [ 0.39570536 0.7603456 0.29579161 0.75271036 0.28654143 0.3765359 0.42605354 0.49985404 0.50451264 0.72629683] [ 0.25164648] [ 0.19357783 0.52079415 0.48780554 0.44339159 0.46299504 0.6752075 0.36435518 0.40257158 0.46135752 0.49738353] [ 0.83189537] [ 0.70726514 0.67014565 0.57417009 0.41107493 0.39345821 0.38536667 0.53828782 0.69458128 0.662803 0.38805286] [ 0.4816246] [ 0.20263473 0.43451692 0.45168484 0.55366464 0.62241125 0.76225923 0.3931004 0.48785402 0.24598116 0.54312088] [-0.46868412] [ 0.48869687 0.66169504 0.499237 0.62874722 0.37990404 0.61837139 0.41740075 0.59694161 0.57423658 0.51641585] [-0.20309175] [ 0.81483902 0.5981818 0.6600039 0.31939925 0.31124901 0.30324504 0.63510617 0.69858416 0.60496318 0.30275179] [ 0.42456625] [ 0.17561935 0.26433446 0.69454799 0.36797418 0.56642958 0.73942017 0.40562031 0.36326558 0.30600359 0.52972318] [-0.31064222] [ 0.52518508 0.60903605 0.6034636 0.38432932 0.48776502 0.6150996 0.55317163 0.42185918 0.58447494 0.55719513] [ 0.42308785] [ 0.26667207 0.55182321 0.54771129 0.58637191 0.52719095 0.75780317 0.43845082 0.37325619 0.40923965 0.61939962] [ 0.00890737] [ 0.2803527 0.3369274 0.57208095 0.49218086 0.58233774 0.7397183 0.41539174 0.41734388 0.42805822 0.45701827] [-1.45748445] [ 0.561371 0.2234834 0.76022927 0.19640811 0.58788758 0.37944493 0.59404332 0.44020062 0.37796951 0.30187771] [-0.61558459] [ 0.21408396 0.37113973 0.6232783 0.51241676 0.37679217 0.54154483 0.385906 0.42583531 0.3895454 0.30092367] [-0.80148369] [ 0.37776243 0.54667903 0.47775941 0.51186817 0.3843264 0.46733007 0.4276376 0.44882752 0.48807249 0.39736124] [ 0.05799267] [ 0.57749305 0.6392579 0.49606542 0.60314313 0.48653429 0.42570672 0.51669492 0.53539786 0.56924578 0.58298604] [-0.7594424] [ 0.50763297 0.61378548 0.62475179 0.5084443 0.45629646 0.56873997 0.42481556 0.4888344 0.47287828 0.46107284] [ 0.26721323] [ 0.177901 0.4514652 0.51590425 0.64959327 0.42508981 0.76881529 0.40987737 0.52358378 0.398392 0.49365093] [-1.51215198] [ 0.58220269 0.39733381 0.59876699 0.36715107 0.34948018 0.29459229 0.55298213 0.65419841 0.47019924 0.18629657] [-0.24001947] [ 0.39606059 0.46020062 0.63428926 0.41407979 0.48296387 0.56406414 0.43798069 0.44239176 0.46589713 0.54497154] [-0.26275072] [ 0.63511251 0.64348489 0.63140919 0.49136887 0.53487564 0.44446834 0.47436782 0.55378974 0.5916489 0.61692609] [-0.17292741] [ 0.34213474 0.73008213 0.44266062 0.58542606 0.23008232 0.54578939 0.44896367 0.59048371 0.55374696 0.47302322] [-0.48926397] [ 0.49954052 0.19308332 0.76906353 0.15738854 0.53167163 0.49622884 0.49564209 0.5262481 0.32596658 0.33518155] [-0.30633446] [ 0.58022499 0.34748108 0.71631435 0.29842972 0.61010987 0.38708706 0.42991912 0.53811561 0.336515 0.51724455] [ 0.342984] [ 0.61471045 0.58126613 0.55094289 0.33281221 0.29260941 0.29511582 0.55120822 0.58271029 0.57831344 0.34269811] [-0.57192438] [ 0.48246989 0.69615988 0.38226791 0.56075986 0.43495448 0.52887936 0.34418385 0.47141237 0.53426451 0.55944324] [ 0.03351432] [ 0.48177854 0.64755573 0.47174855 0.58107128 0.23636145 0.45382467 0.49640924 0.68329926 0.58967061 0.35104096] [-0.06414934] [ 0.41356645 0.67128631 0.48678393 0.47669347 0.3577063 0.45274858 0.53013941 0.6442653 0.54118174 0.49151913] [-0.41892717] [ 0.50071722 0.38212954 0.56045567 0.45257461 0.45188433 0.77956464 0.37600352 0.62051186 0.42793545 0.53078319] [-0.29383795] [ 0.48529973 0.73806512 0.38056613 0.75962503 0.41548607 0.52700323 0.42973121 0.63693635 0.60121473 0.77981211] [-0.95155867] [ 0.27561362 0.53915293 0.47912748 0.49378494 0.36415674 0.55058117 0.40329909 0.66563705 0.5295261 0.38975697] [ 0.27502558] [ 0.29515657 0.54610713 0.57234119 0.49231933 0.5164195 0.62720423 0.33229725 0.48261131 0.54344084 0.56795268] [ 0.04568567] [ 0.26270834 0.72712986 0.40670559 0.62661771 0.31137717 0.72429413 0.44681081 0.61038139 0.53266323 0.5678868 ] [ 0.14822163] [ 0.25653 0.38124912 0.50609533 0.42794915 0.50907539 0.63047577 0.35916915 0.34487753 0.32022611 0.41499431] [-0.06005618] [ 0.46600649 0.53175211 0.50295293 0.49573382 0.43427327 0.61695879 0.53107031 0.48281861 0.42410628 0.45489848] [-0.20821005] [ 0.34707674 0.76801629 0.36232487 0.68549338 0.25985537 0.58500341 0.36590197 0.531212 0.54192556 0.70169948] [ 0.58606656] [ 0.60976146 0.48980771 0.58457912 0.32739317 0.42128308 0.60959118 0.57396687 0.53091453 0.40689126 0.52182007] [-0.23752111] [ 0.49671685 0.37771934 0.66102926 0.25746462 0.5617768 0.59450781 0.53456227 0.3970772 0.40413234 0.55577651] [ 0.18180171] [ 0.50946967 0.31350378 0.64441101 0.31022468 0.4014128 0.37803166 0.51700924 0.61666225 0.44380354 0.23601559] [-0.65622917] [ 0.39611639 0.54463725 0.62434801 0.316544 0.39641867 0.45935061 0.51117236 0.59639661 0.49199579 0.41575325] [-0.74784184] [ 0.73314147 0.70100603 0.58425629 0.36509265 0.47893532 0.52470562 0.60642066 0.56267249 0.59444035 0.58413439] [ 0.54549301] [ 0.17001693 0.55292978 0.5767298 0.46470056 0.49211293 0.74579237 0.37231042 0.33137601 0.39240753 0.62462593] [ 0.0164251] [ 0.40402191 0.39286732 0.55642882 0.32493277 0.47023804 0.60461452 0.42434013 0.40010762 0.35398593 0.43435354] [-0.07373555] [ 0.66273168 0.44625178 0.62352809 0.31441138 0.49541587 0.41026891 0.44375186 0.49083224 0.5068604 0.61198108] [-0.11496455] [ 0.72784356 0.31869134 0.65006975 0.28563217 0.50322938 0.58320734 0.50716874 0.52580669 0.41087956 0.4182246 ] [ 0.05738145] [ 0.35823176 0.6634374 0.41309183 0.7713227 0.52830296 0.61224531 0.48144057 0.49792939 0.58287684 0.7524848 ] [-0.20830918] [ 0.75370965 0.49325853 0.55160403 0.44436689 0.33694926 0.42658881 0.47228199 0.40678384 0.60237 0.37783193] [ 0.00758429] [ 0.56009505 0.6418085 0.50304196 0.49842426 0.22653584 0.3961061 0.4921225 0.5845097 0.59219788 0.42000125] [ 1.1090149] [ 0.65207139 0.62097807 0.45638267 0.50904735 0.33149716 0.34905541 0.51545457 0.50545412 0.59205034 0.5607491 ] [-0.12469618] [ 0.64434506 0.53209766 0.51221195 0.4739755 0.45928053 0.47956886 0.54041172 0.52635925 0.6178922 0.41524948] [-0.01269401] [ 0.54845168 0.42387349 0.61659277 0.27595243 0.45019143 0.45248886 0.46219689 0.48011248 0.50534767 0.35817881] [ 1.55339021] [ 0.51531715 0.44390618 0.66726801 0.31651307 0.47264792 0.51337823 0.39560261 0.504679 0.5674612 0.47827613] [ 0.31055222] [ 0.25742181 0.76643638 0.32023235 0.78007881 0.4187678 0.69711326 0.45980818 0.48747486 0.58506655 0.69990273] [ 0.34178723] [ 0.24775783 0.49242268 0.44806596 0.34569533 0.48353387 0.7087004 0.38830264 0.33171297 0.38684515 0.55644507] [-0.31069466] [ 0.3910279 0.70588266 0.40854887 0.6073076 0.35619938 0.52350874 0.4226667 0.41173894 0.44551281 0.62590052] [ 0.24976733] [ 0.19193841 0.45202156 0.56652204 0.56361831 0.51297805 0.65334288 0.431826 0.33732898 0.45505797 0.52429964] [-0.73712297] [ 0.69985603 0.40176235 0.62304417 0.24632275 0.48142511 0.48113183 0.46594277 0.55560469 0.39331384 0.52925938] [ 0.36930969] [ 0.19354172 0.56449609 0.60482081 0.46398148 0.5609482 0.75153541 0.38679428 0.41734946 0.50047292 0.65566839] [-0.08573265] [ 0.25404755 0.64927402 0.40456961 0.56004953 0.31723707 0.54032954 0.42411935 0.60269444 0.54917242 0.42530972] [ 0.34718225] [ 0.514002 0.56268914 0.64675943 0.32317207 0.55696704 0.56998879 0.42812854 0.48124553 0.55093922 0.55913153] [-0.17484034] [ 0.66369641 0.52991876 0.55685341 0.47842286 0.41910694 0.3335312 0.55086287 0.60944206 0.62385626 0.2973068 ] [-0.73726211] [ 0.23643214 0.44670082 0.56398435 0.52083761 0.39427623 0.54633666 0.46457265 0.60086818 0.42381082 0.35023808] [-0.57838604] [ 0.41610363 0.52255757 0.53815384 0.42914346 0.43306618 0.60103647 0.49821543 0.64551513 0.55596657 0.47884969] [-0.47805339] [ 0.49577807 0.66325551 0.52545094 0.62400768 0.39479581 0.61919488 0.40423064 0.54784345 0.52729657 0.52345784] [-0.14058226] [ 0.24197694 0.51775286 0.47347681 0.45674902 0.44802536 0.58220744 0.39035797 0.4371182 0.53841837 0.4357574 ] [ 0.18699243] [ 0.48274799 0.35503019 0.58137983 0.4623307 0.56587088 0.63837254 0.48636746 0.39186621 0.30521642 0.45285433] [-0.28863497] [ 0.57085058 0.61797367 0.56505914 0.39861012 0.38861129 0.43290799 0.49426967 0.54671313 0.63263716 0.5136375 ] [-0.90391867] [ 0.44290229 0.66592138 0.44900588 0.30978831 0.28265828 0.35328561 0.46342802 0.70972102 0.61967498 0.30301086] Progress: 59.7% ... Training loss: 0.341 ... Validation loss: 0.528[-0.65158727] [ 0.55755511 0.26180722 0.55711149 0.41518113 0.32332895 0.50248372 0.43463223 0.498135 0.31629304 0.31410598] [ 0.46775582] [ 0.22669383 0.63878829 0.3608472 0.66813826 0.49357249 0.67932464 0.45697208 0.38782122 0.41020558 0.62207447] [-0.31009076] [ 0.56338585 0.6546075 0.43087038 0.57064216 0.39407621 0.68679918 0.48405425 0.63740581 0.60408495 0.46330405] [-0.2776678] [ 0.65263152 0.65091312 0.51657817 0.38867011 0.41230911 0.42338396 0.54819476 0.61280334 0.47827592 0.60101384] [ 0.4150148] [ 0.55821005 0.64046129 0.46744207 0.63600203 0.30201829 0.50856425 0.52224544 0.43933057 0.59072084 0.53250753] [-0.03109224] [ 0.37260247 0.43501059 0.41897891 0.56062419 0.44287813 0.61502264 0.40232089 0.48910049 0.36576693 0.44271482] [ 0.47128671] [ 0.28344784 0.63225852 0.52895045 0.57597795 0.57948928 0.69869007 0.41064029 0.50448168 0.38030874 0.66232381] [ 2.04215603] [ 0.78170807 0.66774958 0.4813359 0.36628352 0.21486324 0.2186946 0.53027114 0.63883737 0.66791565 0.39822348] [-0.90354214] [ 0.33418465 0.60016176 0.48860291 0.33889214 0.3593333 0.49505232 0.4515287 0.51661336 0.54365136 0.42688297] [ 0.29074604] [ 0.54093143 0.55453972 0.65606592 0.38017052 0.50819404 0.7607043 0.52281146 0.49434164 0.42138321 0.61161926] [-0.12598522] [ 0.46265234 0.57258486 0.55688579 0.44406611 0.50464648 0.5711447 0.39730385 0.53402272 0.4822755 0.5482233 ] [-0.42405165] [ 0.46077929 0.4929215 0.62761723 0.22589845 0.40764747 0.46841649 0.51484581 0.66558628 0.57609436 0.43101541] [ 0.29190212] [ 0.65541894 0.71589885 0.56900848 0.48257346 0.37345095 0.54316787 0.51903982 0.63850774 0.68910021 0.49635149] [ 0.16375051] [ 0.36666175 0.50759653 0.44929686 0.41406813 0.41920819 0.44125103 0.48156316 0.50614731 0.54851408 0.27554028] [-0.47993526] [ 0.38684448 0.70154521 0.440221 0.65631694 0.48395124 0.54457883 0.41889982 0.56547022 0.58848739 0.52056059] [ 0.01755147] [ 0.34240249 0.66216241 0.46966323 0.56848908 0.44138897 0.63230917 0.42077486 0.42345556 0.55084843 0.61843863] [-0.24873869] [ 0.54864117 0.65869274 0.62061327 0.35064415 0.5693081 0.44743005 0.50580794 0.49423205 0.51926423 0.67459939] [-0.13744924] [ 0.38381872 0.6567462 0.41494117 0.6578152 0.52883803 0.61021104 0.3363789 0.48746711 0.53519505 0.53684324] [ 0.64685119] [ 0.61514948 0.29294153 0.7041555 0.45320226 0.58178499 0.47163114 0.55997414 0.4098431 0.48643164 0.32017416] [-0.8607754] [ 0.53325354 0.70728134 0.5528106 0.55440402 0.42001238 0.51841007 0.45504308 0.62706654 0.54718324 0.52422368] [ 0.15166807] [ 0.26601629 0.60559789 0.52653993 0.49052997 0.3898813 0.59207763 0.43114609 0.55575215 0.50949972 0.55571061] [ 0.5478409] [ 0.15448368 0.7454113 0.46177515 0.67362588 0.37377345 0.67861836 0.35551124 0.45920755 0.50165935 0.67509324] [ 0.51918848] [ 0.22904632 0.50702269 0.58478258 0.47041602 0.54764138 0.72625833 0.38696396 0.3044344 0.41399549 0.58903914] [ 0.36313013] [ 0.31294581 0.73633692 0.46533764 0.7168691 0.36591047 0.78204977 0.28156159 0.57286821 0.51768729 0.67590553] [-0.01842114] [ 0.61038629 0.59562847 0.61987638 0.61354913 0.40067063 0.43105709 0.41401474 0.57464112 0.61626096 0.39898778] [ 0.61174868] [ 0.20365036 0.36642768 0.6891945 0.44235737 0.56490298 0.80724916 0.43947985 0.32146406 0.36153697 0.58502473] [-0.15005026] [ 0.58677475 0.6501042 0.56597593 0.4043771 0.47196015 0.76338159 0.49809278 0.50041142 0.51223696 0.67723463] [ 0.81815194] [ 0.39394353 0.48385544 0.50673118 0.31096894 0.42063043 0.43097294 0.47954684 0.60164183 0.47971389 0.28551216] [ 0.87812699] [ 0.70941384 0.56475587 0.57709843 0.48827695 0.39871395 0.49591031 0.48315862 0.62182371 0.63134577 0.41444666] [ 0.56605125] [ 0.1644398 0.37437337 0.61925352 0.61552697 0.37126456 0.72986202 0.29478541 0.36650352 0.36721015 0.44090807] [-0.02110071] [ 0.26386061 0.61208524 0.37994604 0.38308505 0.45225715 0.69097015 0.38427335 0.57907066 0.39873081 0.54054179] [-0.51293204] [ 0.41206022 0.53978581 0.64421038 0.26232061 0.42797711 0.45091866 0.52792603 0.57580219 0.48409946 0.42108866] [-0.0692087] [ 0.7054409 0.52787102 0.48461429 0.39746575 0.33105339 0.39935931 0.52165603 0.35712173 0.53811188 0.35553379] [-0.01084241] [ 0.25138694 0.66901522 0.4237606 0.72152443 0.41911989 0.56161341 0.44280932 0.63474567 0.5357608 0.46067119] [ 0.05165713] [ 0.30977482 0.43946746 0.43336341 0.68679314 0.43800195 0.6362227 0.45084428 0.51231863 0.41756939 0.40983285] [ 0.19836125] [ 0.26247556 0.70184018 0.3813567 0.64034778 0.46668551 0.78434417 0.5316806 0.55612059 0.46895818 0.56533213] [ 0.01098903] [ 0.36273264 0.34389318 0.5599783 0.39487816 0.5938924 0.65650073 0.3787576 0.50398522 0.45967213 0.42585937] [ 1.25411791] [ 0.60919999 0.59805237 0.48511599 0.53800163 0.35518984 0.35817191 0.48431861 0.50274857 0.58248002 0.40741136] [-0.42061717] [ 0.72145671 0.59019419 0.54510724 0.38102577 0.31912641 0.44762808 0.46709509 0.48731155 0.639575 0.50016368] [-0.17057299] [ 0.64212682 0.50622306 0.5759639 0.40146978 0.33605667 0.57159795 0.43837553 0.60033427 0.54065566 0.55601614] [ 0.07649505] [ 0.42348582 0.53820036 0.55835599 0.39132053 0.40503021 0.48877128 0.52156237 0.65492751 0.61341649 0.41299716] [ 0.09855482] [ 0.29818236 0.38906178 0.60382373 0.4232902 0.39797174 0.63909287 0.46867799 0.50734598 0.49969767 0.38496456] [ 0.72343893] [ 0.48714091 0.68228256 0.39621802 0.53049167 0.25240309 0.507921 0.49337446 0.58422502 0.54152467 0.39290713] [ 0.01539804] [ 0.3431647 0.80904776 0.35439993 0.7132016 0.24966681 0.5935587 0.34761699 0.49524387 0.52812176 0.72169576] [ 0.04522554] [ 0.25907818 0.66118445 0.44469645 0.59766496 0.35959291 0.781718 0.42187685 0.56611784 0.52544045 0.58881803] [ 0.70621417] [ 0.75997682 0.66395777 0.54664598 0.2647826 0.31273545 0.30852274 0.57756697 0.68257786 0.60120285 0.43112457] [ 0.17473448] [ 0.34898219 0.42783564 0.58586023 0.33549139 0.50972488 0.58736085 0.52828446 0.54242831 0.4944321 0.43499196] [-0.4607722] [ 0.45824072 0.43770225 0.66894836 0.26204756 0.46232725 0.49189591 0.49113863 0.63641552 0.45999198 0.44174774] [-0.1065953] [ 0.34090137 0.60001422 0.44623491 0.61417404 0.34939215 0.48768712 0.35690754 0.35022194 0.36969585 0.51068894] [ 0.42652467] [ 0.25569645 0.3912748 0.5168731 0.41588851 0.45410732 0.73664034 0.41872233 0.37084844 0.37252667 0.48264812] [-0.08567868] [ 0.36228328 0.26579217 0.57461709 0.2335814 0.49636676 0.54831528 0.46905416 0.42419502 0.30387649 0.30763538] [ 0.05063946] [ 0.55154256 0.63288276 0.41798416 0.37872492 0.41706982 0.61785435 0.49230377 0.51544318 0.4457012 0.52332904] [-0.0692087] [ 0.7054409 0.52787102 0.48461429 0.39746575 0.33105339 0.39935931 0.52165603 0.35712173 0.53811188 0.35553379] [-0.50759979] [ 0.32844964 0.57086003 0.50584346 0.62535207 0.40094693 0.63478631 0.48590044 0.54673289 0.48271163 0.4236249 ] [ 1.18080592] [ 0.7088407 0.36232386 0.67433133 0.2707487 0.40134787 0.35268115 0.63655082 0.69346945 0.42814855 0.28454912] [-0.02056191] [ 0.3268399 0.48811513 0.55701172 0.50209918 0.45825278 0.52977422 0.41619134 0.40038113 0.52420946 0.41640791] [ 0.01073116] [ 0.68401051 0.43135123 0.68969005 0.34667622 0.55344455 0.50992336 0.45821932 0.55358091 0.52008225 0.47105362] [-0.06728659] [ 0.57358692 0.71114825 0.44140191 0.3670565 0.34515093 0.43157069 0.41093695 0.63248105 0.57736178 0.51876776] [ 0.83225565] [ 0.762846 0.59682754 0.58706941 0.43631843 0.38275896 0.51763403 0.59645281 0.61479469 0.58010148 0.4785473 ] [ 0.21734879] [ 0.30722691 0.47891735 0.43958099 0.43576454 0.5283497 0.68845603 0.4074311 0.54470779 0.48643122 0.52007725] [ 0.10116793] [ 0.43633026 0.69410963 0.38527245 0.65773249 0.51910563 0.73673908 0.33796088 0.56113634 0.51898979 0.66225376] [-0.26856903] [ 0.49881625 0.53404487 0.52182195 0.59051311 0.41806722 0.52565157 0.40942672 0.64287427 0.4838323 0.36731875] [ 0.56486421] [ 0.63523269 0.39880445 0.58567512 0.40499849 0.57000326 0.31181239 0.47629378 0.46955019 0.4888646 0.37724638] [-0.02242635] [ 0.41333285 0.70760948 0.31861528 0.53177837 0.35193236 0.45748856 0.40911724 0.50227853 0.60774831 0.50526524] [ 0.73568692] [ 0.11976844 0.38558679 0.6393035 0.49419586 0.57141754 0.77523373 0.40293678 0.24666948 0.39151733 0.51823268] [ 0.11733557] [ 0.43011514 0.77020992 0.47886654 0.51746338 0.52595179 0.63794065 0.50414241 0.37856939 0.50285668 0.70003831] [-0.0584207] [ 0.32413816 0.60967889 0.51031061 0.46545553 0.42896001 0.72854909 0.49747221 0.4799248 0.48492998 0.58696984] [-0.05632178] [ 0.63196327 0.6133826 0.58101238 0.52875999 0.48859781 0.52604227 0.58886035 0.47890777 0.66376329 0.4776918 ] [ 0.18538402] [ 0.37956722 0.68222161 0.54136827 0.55877117 0.50766655 0.68626563 0.42947081 0.44910985 0.58981843 0.64865962] [ 1.62593191] [ 0.67637526 0.59652882 0.48724672 0.46809582 0.23781316 0.42815354 0.47494348 0.5760771 0.6252175 0.38139832] [-1.0546108] [ 0.4201375 0.31487199 0.75315494 0.28674237 0.37422625 0.40220248 0.48136339 0.54797493 0.40566131 0.24454733] [-0.28153668] [ 0.66456226 0.64115269 0.56954279 0.40642785 0.44446786 0.41178914 0.49827048 0.46866922 0.6420212 0.50966495] [ 0.19947865] [ 0.30271106 0.34419243 0.5890367 0.56994914 0.38815552 0.65188165 0.4068269 0.4308068 0.50902667 0.39962508] [ 0.24547851] [ 0.2694887 0.59791725 0.47767648 0.61333908 0.31103719 0.70124436 0.34663122 0.57212043 0.53883807 0.50272852] [ 0.19419287] [ 0.21393687 0.36937801 0.60513404 0.48949448 0.45516491 0.65931779 0.50986877 0.40445971 0.41338348 0.47503533] [ 0.22928876] [ 0.39191274 0.5171534 0.52486451 0.66466925 0.55317998 0.76068273 0.42356894 0.48780066 0.49341422 0.56710724] [-0.20897465] [ 0.51774399 0.49261297 0.60037613 0.37098749 0.43096453 0.52339676 0.61735806 0.57968225 0.44700883 0.44645746] [-0.20648807] [ 0.5737758 0.57426449 0.52032575 0.34212461 0.42076663 0.52268168 0.41731601 0.57981498 0.47175072 0.58076191] [ 0.01028019] [ 0.55960837 0.65525122 0.42051992 0.38847476 0.35678274 0.65023089 0.39899061 0.60968083 0.56632418 0.53624621] [-0.02147388] [ 0.54004895 0.63827979 0.4507247 0.52943096 0.34942496 0.49395633 0.32953278 0.5750825 0.60074244 0.45920242] [ 0.35072657] [ 0.39372494 0.34380046 0.59379153 0.30946243 0.52321531 0.59577101 0.53996834 0.47580567 0.42338166 0.37648843] [ 0.46457838] [ 0.1778031 0.50104417 0.51164783 0.60592151 0.45692555 0.66726909 0.34585046 0.42284441 0.43126237 0.56809257] [ 0.39603959] [ 0.57985245 0.67757726 0.49071966 0.38777997 0.45020227 0.65571963 0.52683465 0.49107765 0.52145057 0.59946835] [ 0.56486421] [ 0.63523269 0.39880445 0.58567512 0.40499849 0.57000326 0.31181239 0.47629378 0.46955019 0.4888646 0.37724638] [-0.24633312] [ 0.52262735 0.61137262 0.48493705 0.6341767 0.47648728 0.46597233 0.45228466 0.64800796 0.43184519 0.466189 ] [ 0.04522554] [ 0.25907818 0.66118445 0.44469645 0.59766496 0.35959291 0.781718 0.42187685 0.56611784 0.52544045 0.58881803] [-0.12320842] [ 0.58035042 0.52591709 0.44421027 0.59866452 0.4270168 0.47234826 0.49698471 0.54566683 0.44941299 0.60662626] [ 0.15183856] [ 0.67812408 0.24268957 0.6775052 0.36473336 0.55981421 0.6257591 0.47186295 0.48425596 0.31035566 0.41840861] [-0.59602049] [ 0.4833524 0.64761393 0.44264417 0.67979927 0.26578547 0.55473154 0.38454041 0.45935254 0.49260533 0.48172356] [ 0.52196822] [ 0.17903587 0.33433747 0.57005645 0.52644759 0.52399369 0.69438987 0.30259232 0.313601 0.32438304 0.45239916] [ 0.78098926] [ 0.16467459 0.58044872 0.44898109 0.53583701 0.54703952 0.70310398 0.31358693 0.30725738 0.4145453 0.61821211] [ 0.88702315] [ 0.69347343 0.6499109 0.56501381 0.26419071 0.37637412 0.47238859 0.62111712 0.51706676 0.6529556 0.54502778] [ 1.68740046] [ 0.66252571 0.48532371 0.57439204 0.4107948 0.20950613 0.27508596 0.56143951 0.74483885 0.52763793 0.26152019] [-0.20750487] [ 0.30824658 0.60939791 0.40784111 0.39738932 0.47140534 0.48439593 0.42427259 0.50343131 0.50430205 0.39496726] [ 0.10374389] [ 0.43463166 0.50105692 0.58371164 0.49464804 0.40938173 0.5653326 0.50067831 0.46526591 0.47725442 0.52718609] [ 0.21840339] [ 0.34822369 0.47874901 0.56756412 0.54750402 0.43178724 0.69367566 0.4261728 0.46549058 0.33118038 0.51352783] [ 0.30497916] [ 0.13375764 0.59530407 0.48296367 0.7154353 0.35543569 0.62578178 0.40276977 0.49457589 0.50653246 0.53471218] [-0.65277748] [ 0.60444705 0.23143738 0.72386431 0.13922424 0.69570172 0.57889637 0.60822505 0.43960281 0.32600958 0.45059975] [-1.23815091] [ 0.47798337 0.49285635 0.61345895 0.33941903 0.4465358 0.45331321 0.48661766 0.55643515 0.5569178 0.39926889] [-0.13252565] [ 0.59609395 0.32583804 0.63215761 0.47720707 0.59536818 0.54593551 0.3840457 0.50090621 0.44221293 0.36221145] [-0.20109541] [ 0.48844498 0.51069183 0.45804061 0.48859743 0.34052342 0.54676629 0.4589753 0.36450439 0.52243938 0.46178003] [-0.34398651] [ 0.78775281 0.42466217 0.66971512 0.42786606 0.46968409 0.5361096 0.44510773 0.65433984 0.5595334 0.44828971] [ 0.04201118] [ 0.44611726 0.46932167 0.48203045 0.31549247 0.49505443 0.72574335 0.41082225 0.56151827 0.41825299 0.51745047] [ 0.05165114] [ 0.38472651 0.60054591 0.50755104 0.49786623 0.34022941 0.54327072 0.42604706 0.51789207 0.49432249 0.46221259] [ 0.90056311] [ 0.4711101 0.49190658 0.59763838 0.3803537 0.43820051 0.42149926 0.45048973 0.4677779 0.47403948 0.45299203] [-0.19419868] [ 0.75113372 0.7906035 0.55248684 0.29220459 0.29293812 0.39035908 0.62063066 0.68075031 0.72604458 0.46135936] [ 0.31331223] [ 0.56254722 0.60555967 0.58407709 0.45175133 0.46526187 0.45035603 0.59707366 0.52672714 0.51646786 0.57389177] [-0.11562821] [ 0.65912789 0.47571834 0.60712167 0.46957839 0.55414412 0.45374169 0.47847554 0.51168971 0.61404948 0.38781961] [ 0.30421561] [ 0.34522174 0.68069917 0.49011803 0.53729033 0.58362966 0.72285962 0.3622942 0.51184225 0.46992172 0.69334661] [ 0.42995077] [ 0.21904773 0.61348763 0.49497214 0.57223912 0.3878446 0.63614969 0.35598197 0.42094634 0.50444814 0.51884665] [ 0.51539208] [ 0.25190076 0.60738462 0.41444238 0.37961508 0.50966962 0.73896004 0.31418189 0.4020558 0.36831413 0.66606717] [-0.29154191] [ 0.61638949 0.68490679 0.48519045 0.4265339 0.34929914 0.50947886 0.43369555 0.57659289 0.66198812 0.60473656] [ 0.24490473] [ 0.25584988 0.41582817 0.58834424 0.60863136 0.49965148 0.64492555 0.38161656 0.29555044 0.34235586 0.46069016] [-1.23655976] [ 0.37419893 0.42833769 0.51967145 0.44151207 0.43306186 0.40791865 0.57829094 0.61146951 0.48163415 0.25165117] [-0.1506163] [ 0.43320043 0.71030976 0.34760854 0.71080099 0.33876398 0.60162938 0.31632707 0.41374201 0.5506068 0.57115655] [ 0.3088004] [ 0.29540717 0.5404184 0.44716474 0.71408152 0.38915545 0.69552452 0.36227973 0.49873871 0.41173454 0.58057521] [ 0.18564451] [ 0.47580719 0.24781817 0.63420625 0.32076536 0.53439792 0.54806113 0.40865109 0.37729525 0.28600361 0.43567904] [-0.06973712] [ 0.27955404 0.62864611 0.36290088 0.55451529 0.40317986 0.68756178 0.32502567 0.56636577 0.45100975 0.54605452] [ 0.84749137] [ 0.5532569 0.64713966 0.40846122 0.50250192 0.38709116 0.36548233 0.46724096 0.59651096 0.46162766 0.47403738] [-0.22628796] [ 0.68410485 0.75693576 0.40920601 0.5143698 0.28220381 0.40602148 0.48870855 0.44428701 0.71874531 0.48266432] [-0.18984095] [ 0.37536573 0.73466378 0.42599862 0.52585925 0.30320586 0.66095056 0.45167208 0.45356181 0.59087722 0.66719726] [ 0.89379107] [ 0.79850709 0.67558946 0.60520183 0.27808623 0.36001146 0.46494887 0.59740652 0.50518019 0.56935841 0.46081515] [-0.2729834] [ 0.41461494 0.63687914 0.42738132 0.69360001 0.27567221 0.73981667 0.37198522 0.6280543 0.44253766 0.54322607] [ 1.31849112] [ 0.66508 0.56925619 0.51071032 0.3762839 0.3765059 0.41314895 0.57306585 0.58854114 0.58300341 0.385296 ] [-0.24341483] [ 0.53408192 0.50239095 0.53088502 0.44788256 0.43653242 0.44459711 0.46731455 0.46206456 0.56452313 0.47320808] [ 1.71754973] [ 0.67205003 0.55940844 0.38811859 0.53294109 0.31932923 0.46846904 0.49024448 0.41611675 0.53395665 0.54327331] [-0.97493691] [ 0.38557284 0.61806946 0.48205842 0.53586971 0.40666342 0.3334488 0.4706406 0.64664857 0.65260258 0.27938728] [ 0.1651651] [ 0.57004225 0.60041458 0.49201768 0.60737401 0.35275641 0.53944616 0.54688613 0.60026099 0.57695736 0.44339837] Progress: 60.0% ... Training loss: 0.312 ... Validation loss: 0.485[-0.46286927] [ 0.76897368 0.60202636 0.48148136 0.47718383 0.25401922 0.36555735 0.47826943 0.535454 0.57304428 0.4697296 ] [-1.75857716] [ 0.53729235 0.61733297 0.48741571 0.45359478 0.27428045 0.29836504 0.54028827 0.70279927 0.59591148 0.21740764] [-0.04642126] [ 0.30723236 0.27782743 0.6595257 0.34206092 0.58561447 0.71651475 0.49545378 0.54038338 0.34123135 0.57848785] [-0.08616124] [ 0.36842988 0.462797 0.60326611 0.37129174 0.47059302 0.68753193 0.38859019 0.45099354 0.49104438 0.52550492] [-0.61328243] [ 0.75946361 0.6279444 0.49388782 0.40502005 0.36037689 0.3002017 0.48892919 0.54680056 0.59588519 0.43519772] [ 0.37153537] [ 0.23604928 0.61147666 0.37065347 0.6989341 0.51090868 0.65341426 0.42437014 0.35713862 0.38348618 0.61053446] [-0.17834217] [ 0.41519456 0.73678717 0.37023732 0.54130406 0.46327583 0.55891227 0.32737366 0.47649163 0.48843561 0.75262044] [ 0.40749724] [ 0.19717348 0.73305194 0.45273351 0.64950453 0.39609559 0.68042169 0.32697775 0.3898338 0.47995794 0.71639118] [ 0.19707307] [ 0.33698036 0.42356851 0.66193001 0.33505981 0.46609942 0.43656468 0.51716521 0.48151489 0.52449324 0.25217323] [-0.55923134] [ 0.57712316 0.46953504 0.66821791 0.23058682 0.43983927 0.50298278 0.50186042 0.69516324 0.50397401 0.4417474 ] [-0.57661572] [ 0.32825684 0.51763978 0.52741541 0.35337276 0.37651505 0.46650447 0.41264186 0.51883353 0.48495837 0.32315831] [ 0.3003288] [ 0.58638654 0.58523595 0.51602801 0.37705295 0.20617083 0.34592935 0.54415123 0.73228002 0.60173781 0.35947095] [ 0.02698419] [ 0.25180374 0.69498938 0.49380887 0.65727068 0.44506575 0.74041286 0.40011668 0.50982067 0.60580769 0.64105356] [-0.13437363] [ 0.36115328 0.34390467 0.55976574 0.39493586 0.59375225 0.65849007 0.37826061 0.5026992 0.45928253 0.42636557] [-0.6809943] [ 0.72147863 0.56830015 0.59952337 0.31164963 0.34956808 0.43746325 0.56723311 0.58923924 0.70728405 0.48219818] [ 0.8582704] [ 0.48352859 0.48713524 0.49258603 0.42449366 0.34220396 0.45785347 0.54618186 0.6684396 0.52717169 0.2584794 ] [-0.75036772] [ 0.63590868 0.50164334 0.62892009 0.36392782 0.39789255 0.31964068 0.44270891 0.47036249 0.56455664 0.37453779] [ 0.18721151] [ 0.50031175 0.53836014 0.49676103 0.33702006 0.49814078 0.47421286 0.53808419 0.53183727 0.44495622 0.46383872] [ 0.00148786] [ 0.26634479 0.42245861 0.61418659 0.34530187 0.61969458 0.77413482 0.46581179 0.48890013 0.45222723 0.54920528] [-0.37123166] [ 0.33062068 0.47155105 0.56348043 0.35930161 0.43833797 0.55964567 0.47982333 0.40539594 0.53873481 0.4149775 ] [-0.69779396] [ 0.50225914 0.54463975 0.51926892 0.52686713 0.37049176 0.56252316 0.44507096 0.31666403 0.57342964 0.48505801] [ 1.04033965] [ 0.50484859 0.64754048 0.48175867 0.51614758 0.30396686 0.36264619 0.48274098 0.69643418 0.47075624 0.40385801] [ 0.04997335] [ 0.71796235 0.58443553 0.54832654 0.3358192 0.35530158 0.34969221 0.59163294 0.70004988 0.54560552 0.48627742] [-0.12623462] [ 0.38074279 0.37841067 0.71354961 0.35464824 0.50940266 0.60364522 0.42281031 0.44496934 0.46596403 0.59846662] [-0.28066433] [ 0.5852293 0.59903585 0.50510305 0.55902771 0.48340457 0.52198455 0.38862253 0.58651052 0.61150357 0.40843621] [-0.39332463] [ 0.72645059 0.43955712 0.59290323 0.3198147 0.4781653 0.3395001 0.47056784 0.48358649 0.40901903 0.60657534] [-0.34358691] [ 0.54798267 0.70489614 0.55406344 0.50157119 0.46863111 0.55697242 0.41903433 0.48201454 0.53097577 0.54404666] [ 0.09457997] [ 0.60980811 0.46925282 0.59955695 0.39650433 0.32409855 0.33320941 0.51015878 0.47185565 0.45399285 0.37569483] [ 0.55234728] [ 0.33092958 0.34547818 0.65318502 0.33733219 0.57031539 0.55945811 0.44957808 0.37382717 0.48821006 0.47744333] [-0.49856336] [ 0.37399173 0.68617225 0.52319981 0.46917819 0.53333287 0.54405379 0.42270022 0.44571961 0.47373525 0.58185441] [ 1.17350274] [ 0.81040722 0.50175438 0.5957264 0.29076491 0.35513426 0.30202984 0.63740175 0.68542646 0.57763778 0.27498823] [-0.48485358] [ 0.39963335 0.6153953 0.43380193 0.56640412 0.30315227 0.54757506 0.38267905 0.53756584 0.54640362 0.49178358] [ 0.22075002] [ 0.21601016 0.59092253 0.46307546 0.46452539 0.37652501 0.72986371 0.3458583 0.40668919 0.40734903 0.57750457] [-0.91324408] [ 0.36659299 0.4649626 0.60742721 0.31166207 0.46889861 0.45831773 0.5191518 0.37492665 0.51884793 0.38522716] [-1.28799878] [ 0.49849517 0.30699239 0.7575522 0.1801132 0.38710883 0.37394571 0.50815246 0.52225296 0.4511458 0.24264015] [-0.15885761] [ 0.33888136 0.63682157 0.37660771 0.56524935 0.48477321 0.49907243 0.40559215 0.32301114 0.45027731 0.58970733] [-0.0793336] [ 0.69418818 0.42145941 0.62589844 0.38222265 0.50129029 0.44516232 0.65058932 0.49653942 0.44025621 0.40744287] [-0.0490205] [ 0.3547741 0.2458239 0.60738501 0.295101 0.5020537 0.64469815 0.45061458 0.34645604 0.3105921 0.35209401] [-0.09064722] [ 0.38384178 0.62839352 0.34362062 0.68081635 0.32608669 0.54923851 0.30793502 0.37053509 0.51353943 0.50459651] [ 0.25714464] [ 0.25273346 0.63600898 0.30913819 0.63259274 0.52166165 0.84933619 0.29856273 0.67052962 0.44515031 0.63387951] [-0.08033075] [ 0.48583103 0.69262697 0.40981904 0.70236572 0.26732053 0.43952863 0.50033156 0.68910888 0.5558965 0.52757466] [-0.00062647] [ 0.1670347 0.60154514 0.49979602 0.58026284 0.4021663 0.75557717 0.41567179 0.56770561 0.58588561 0.54073713] [-0.31151889] [ 0.35994848 0.69973246 0.38204534 0.61889726 0.42592093 0.6580041 0.51654973 0.61284665 0.56163316 0.51458319] [ 0.05617394] [ 0.45975569 0.62198972 0.56622857 0.60881989 0.36359254 0.44382068 0.40550176 0.57291264 0.56529305 0.43278583] [ 0.28392204] [ 0.59932598 0.57064093 0.5302597 0.51599169 0.32505341 0.43897761 0.50628395 0.43566517 0.54973941 0.51367955] [-0.67279389] [ 0.28980332 0.74401318 0.34201438 0.59108776 0.2584225 0.48319831 0.44795298 0.62437293 0.60167011 0.53077365] [-0.36805668] [ 0.50137982 0.37745804 0.66369782 0.25255689 0.55858596 0.58616688 0.53797389 0.40357404 0.40839123 0.54654588] [-1.47218353] [ 0.52873878 0.49875273 0.45860052 0.42238452 0.36182417 0.23678974 0.51837202 0.58004761 0.60721377 0.23206473] [-0.15654708] [ 0.46545345 0.44312452 0.51043413 0.30899769 0.50673583 0.67396083 0.42235342 0.5558415 0.42931379 0.47918089] [-0.77444614] [ 0.37107492 0.54228486 0.53623284 0.5689257 0.29215609 0.52050309 0.41890972 0.51570963 0.42539643 0.42107124] [ 0.55050296] [ 0.72113902 0.56435274 0.5821024 0.47959104 0.39010196 0.47280156 0.49181272 0.64058146 0.6406653 0.39616838] [-0.02617244] [ 0.22698872 0.68336038 0.35194542 0.64740656 0.33696629 0.63772176 0.30144909 0.53375014 0.47930828 0.5886115 ] [ 0.31494737] [ 0.34410805 0.55922283 0.42030696 0.34459545 0.40754005 0.60978568 0.40943332 0.42087631 0.54208257 0.47174702] [-0.85619993] [ 0.71738954 0.58184316 0.66400509 0.34472532 0.43841758 0.3488662 0.5676777 0.70645467 0.56000541 0.3844447 ] [ 0.20913779] [ 0.18452221 0.50424933 0.44388338 0.41714984 0.49898669 0.64708192 0.39862298 0.35404735 0.48221314 0.45983544] [-0.44741191] [ 0.34518148 0.65881837 0.45456791 0.59487476 0.47028115 0.63213598 0.42950006 0.4559397 0.61168842 0.52404049] [-0.32829746] [ 0.63154787 0.45352098 0.51294114 0.36643085 0.33738323 0.46492764 0.57731849 0.5838628 0.42553431 0.29530797] [-0.73047279] [ 0.49216507 0.78177462 0.36052179 0.55440698 0.2723215 0.53151582 0.39164927 0.55075541 0.63187676 0.56355467] [ 0.03683928] [ 0.33393953 0.47695501 0.55081422 0.46065106 0.49359385 0.67045412 0.36675924 0.61502873 0.54377693 0.46284617] [-0.25997035] [ 0.41910913 0.70265649 0.4320756 0.64228594 0.32396242 0.65732139 0.42516487 0.34346676 0.64458836 0.61542786] [ 0.01581029] [ 0.44831153 0.66865728 0.47316955 0.67967847 0.43600597 0.60629859 0.39207292 0.5895683 0.55837298 0.59068712] [ 0.16502629] [ 0.38615741 0.45201327 0.67265974 0.42117747 0.56936053 0.59035116 0.42392273 0.44438948 0.53826719 0.52033531] [ 0.18062957] [ 0.26314913 0.47357038 0.59260065 0.50370747 0.48266944 0.5854482 0.35361909 0.53572267 0.38082587 0.60560914] [ 0.28658867] [ 0.76578109 0.61470941 0.58858584 0.3965269 0.38470396 0.42049214 0.53245989 0.70127875 0.63451491 0.37273087] [-0.09832967] [ 0.73243461 0.46286915 0.56752145 0.32097212 0.35375681 0.3803334 0.49806245 0.55365805 0.58937421 0.37281331] [-0.38854007] [ 0.48574334 0.63099701 0.41634975 0.59086377 0.34792054 0.53850524 0.47097724 0.61842929 0.64198849 0.46457729] [ 0.36133371] [ 0.52771028 0.66614309 0.47630468 0.50101852 0.30814797 0.51608224 0.5327229 0.46109962 0.56876569 0.58409637] [ 0.32312771] [ 0.6839924 0.48687173 0.56604538 0.42428548 0.39741026 0.46213945 0.52198716 0.50888302 0.50160281 0.42806531] [ 0.3891679] [ 0.17692369 0.40443847 0.55754131 0.67435993 0.53633894 0.75835966 0.34825252 0.40029579 0.41204771 0.43625674] [ 0.22182973] [ 0.18306538 0.64045581 0.45226535 0.67707021 0.39730484 0.64176436 0.39419971 0.42315503 0.48189253 0.60204357] [-0.34867985] [ 0.37460946 0.59023103 0.37740808 0.63949772 0.44208604 0.72439514 0.39998286 0.64309287 0.60865171 0.43137502] [ 0.00157058] [ 0.34667375 0.47367807 0.57485314 0.56987974 0.59913087 0.53941696 0.33389364 0.45082238 0.46701507 0.57147215] [ 0.68293187] [ 0.61255287 0.56917406 0.55449598 0.43360143 0.34366202 0.54790697 0.50132642 0.5682029 0.54299159 0.42111576] [ 0.03253636] [ 0.3035406 0.79344365 0.43828006 0.69074095 0.4492576 0.66835482 0.37802561 0.50000496 0.63352422 0.73966025] [-0.34766675] [ 0.62392718 0.70168445 0.39281239 0.61049547 0.42523403 0.52376081 0.47541646 0.60894078 0.54841332 0.73980514] [-0.65985923] [ 0.6940592 0.7706265 0.59021914 0.40692057 0.39023207 0.514938 0.63137122 0.62212122 0.73878203 0.57273336] [ 0.20522127] [ 0.19754588 0.5789893 0.45781617 0.63893909 0.34453285 0.54159446 0.43240839 0.58380904 0.52384931 0.4022889 ] [ 0.73477658] [ 0.5931105 0.49027693 0.61046882 0.30968799 0.477679 0.44465545 0.50707117 0.5192959 0.40140786 0.4513094 ] [ 0.45753769] [ 0.25976918 0.55492562 0.46750589 0.46917965 0.3604015 0.62649425 0.3314862 0.62791081 0.39871163 0.40016205] [-0.2059415] [ 0.24108054 0.54915447 0.60194289 0.49255109 0.37546496 0.63610497 0.49005325 0.49345838 0.52750287 0.51365063] [ 0.27430258] [ 0.27617188 0.60705099 0.35172043 0.68823678 0.56593128 0.60939662 0.42845353 0.40762763 0.2977448 0.623317 ] [-0.16543368] [ 0.19619359 0.35395343 0.57721503 0.51129438 0.36280364 0.5951744 0.3872514 0.41708404 0.40029091 0.31752511] [-0.28646659] [ 0.80412122 0.48662261 0.54411742 0.34245889 0.30021626 0.31284453 0.52247581 0.46936291 0.58295721 0.34498248] [-0.24862311] [ 0.38198994 0.58271195 0.36739682 0.5319441 0.37917859 0.41242115 0.38591854 0.55608957 0.48543557 0.48402518] [-0.48768551] [ 0.75896471 0.79040351 0.55640617 0.28694679 0.28751334 0.37357131 0.6267912 0.69407332 0.7319985 0.44687269] [-0.63351899] [ 0.71141088 0.60927892 0.50600652 0.3223542 0.32310198 0.524372 0.46568221 0.57122171 0.51263479 0.52704632] [-0.38515031] [ 0.52368059 0.66994562 0.52142641 0.36376645 0.32338176 0.47524553 0.62541215 0.68834434 0.6088986 0.39789723] [-0.3802174] [ 0.43688363 0.66786601 0.47750824 0.55184903 0.29976828 0.55582031 0.40729557 0.52030771 0.46666669 0.42978627] [-0.23556883] [ 0.60498923 0.66453403 0.55048301 0.36040527 0.50408438 0.64380172 0.5580656 0.50192104 0.53501098 0.656092 ] [ 0.1639967] [ 0.20493068 0.73186282 0.32141857 0.55934113 0.46601383 0.64091966 0.272061 0.50694793 0.43891037 0.66833284] [-0.05712211] [ 0.61986654 0.69336218 0.4080742 0.38410378 0.40451021 0.66245827 0.53078933 0.53790118 0.4849914 0.61540908] [ 1.06415197] [ 0.77469198 0.55994519 0.53460559 0.33865044 0.36480532 0.38330158 0.62255942 0.71546889 0.5856227 0.31473665] [ 0.07270997] [ 0.27544024 0.63588629 0.44523126 0.61235745 0.38368226 0.57536197 0.35362682 0.32913379 0.36188003 0.6125513 ] [-0.11307108] [ 0.50811401 0.49038591 0.68604766 0.46727863 0.54181281 0.54536065 0.47577144 0.5543888 0.54005566 0.49447619] [ 1.85602769] [ 0.72562875 0.53939319 0.47756075 0.26414078 0.28467184 0.26068231 0.52409613 0.70029807 0.63846179 0.26601036] [ 0.58792067] [ 0.49480597 0.3854027 0.65322927 0.2890264 0.5303263 0.45260832 0.42788798 0.49466817 0.43258534 0.47985422] [ 0.69418143] [ 0.56807873 0.65823213 0.48695725 0.60571088 0.42091072 0.41217379 0.51485577 0.75758237 0.52520977 0.45733989] [ 0.00939976] [ 0.66640897 0.66566416 0.57189782 0.37248202 0.35668036 0.41559889 0.54897027 0.53530104 0.69988829 0.48816561] [-0.22649927] [ 0.6032503 0.4044689 0.61028206 0.49696902 0.58983773 0.611952 0.40201828 0.51155048 0.47834506 0.46569708] [-0.35070784] [ 0.32981084 0.6252686 0.41991713 0.58637535 0.37513906 0.52244816 0.51700733 0.56702399 0.58171774 0.43914124] [ 0.39688679] [ 0.43952607 0.59276522 0.50346773 0.31375196 0.4154356 0.45856818 0.39559763 0.49201399 0.45967402 0.45293241] [-0.09259929] [ 0.36455928 0.52484936 0.58711183 0.31448005 0.46684327 0.51169006 0.43803936 0.59725041 0.5076124 0.49656299] [-0.15313926] [ 0.36161697 0.3726841 0.46802349 0.5226739 0.49523928 0.79044208 0.35880462 0.65990011 0.45312905 0.43482662] [-0.32963275] [ 0.57667313 0.46970141 0.57655811 0.43826689 0.54572364 0.57422031 0.45026929 0.5945948 0.44799099 0.51025002] [ 0.19844546] [ 0.26051372 0.58211002 0.4373131 0.61672763 0.44111927 0.736929 0.44019227 0.42473014 0.42301717 0.59341851] [ 0.0052327] [ 0.36328481 0.32785884 0.63405652 0.42848764 0.4765485 0.61870919 0.38147716 0.44004954 0.46541928 0.34690765] [-0.34620337] [ 0.36570828 0.66595725 0.36681812 0.66012931 0.23333756 0.50901656 0.37816335 0.46818443 0.55427871 0.44391883] [-0.1423593] [ 0.40703562 0.3226986 0.71133163 0.4016797 0.48487907 0.5169254 0.50756406 0.3906306 0.42158648 0.34794083] [-0.10586356] [ 0.28988472 0.30718944 0.66481325 0.31792888 0.50722531 0.66664436 0.47579585 0.37054807 0.46732031 0.42261232] [ 0.24451356] [ 0.56470009 0.66978993 0.43464431 0.62735628 0.25290438 0.34866897 0.49736986 0.52124575 0.59539178 0.52914245] [-1.32792225] [ 0.50867759 0.33992903 0.70344374 0.19289607 0.43366319 0.31217774 0.52808826 0.55214515 0.47020578 0.26078676] [-0.02670328] [ 0.66288737 0.64422115 0.51752856 0.35165876 0.3922788 0.41654501 0.54367231 0.50949357 0.5637705 0.55920725] [ 0.29104878] [ 0.21529016 0.60323375 0.51476441 0.41346886 0.51243821 0.67952343 0.39777011 0.39314765 0.45496187 0.63516135] [ 0.08958834] [ 0.26103208 0.59494005 0.47935007 0.57919581 0.42861091 0.74981148 0.32433865 0.53906715 0.47904658 0.57038659] [-0.00316227] [ 0.22068741 0.65256776 0.44316077 0.58761438 0.46126342 0.77398494 0.37255174 0.50840298 0.62421991 0.5786056 ] [ 1.73661289] [ 0.79404404 0.39755163 0.68419121 0.2096562 0.35322588 0.3379069 0.60308406 0.67838738 0.52994346 0.30952002] [-0.03164941] [ 0.34238624 0.50894088 0.58314263 0.49595918 0.44251974 0.48334782 0.51692976 0.43772705 0.50633309 0.40505895] [ 0.16355877] [ 0.59385589 0.59045122 0.50589324 0.40143094 0.35211509 0.37582898 0.53875215 0.54940892 0.54472792 0.45630103] [-0.13881764] [ 0.52512831 0.52822395 0.52356136 0.43718423 0.33968458 0.37605734 0.54205962 0.57436682 0.54173193 0.41318602] [-0.66441664] [ 0.45332728 0.78030629 0.45831167 0.49718856 0.45438044 0.56806975 0.53322125 0.45783641 0.5574809 0.60128876] [-0.3308985] [ 0.33749493 0.60369979 0.41851162 0.54407208 0.39285574 0.63673426 0.42182604 0.62215545 0.62097691 0.44616186] [ 0.06400238] [ 0.32237463 0.62786171 0.51931741 0.53394616 0.37063449 0.75037891 0.44968885 0.6126546 0.41470387 0.51987005] [ 0.03770754] [ 0.16742352 0.58178669 0.40022572 0.57190902 0.38680612 0.6326043 0.28164896 0.47740038 0.43033076 0.46405929] [-0.07290263] [ 0.20182745 0.68066512 0.35593182 0.59513932 0.35110766 0.50558978 0.45687618 0.53437704 0.51943461 0.71967043] [ 1.68498595] [ 0.65314748 0.48453379 0.5783607 0.30027262 0.32691526 0.28483176 0.48155315 0.46685013 0.51259164 0.31702241] [ 0.44819996] [ 0.1621861 0.5675338 0.49792727 0.54169056 0.52644462 0.67280245 0.41005559 0.27031918 0.40730472 0.58442793] [-0.76595974] [ 0.27027953 0.62267109 0.47983204 0.54919488 0.37847621 0.62652391 0.37015903 0.68727837 0.52690784 0.46057321] [-0.74073414] [ 0.61711701 0.55086512 0.54515817 0.53050025 0.36023692 0.52960282 0.4985029 0.6487595 0.59518351 0.43008478] Progress: 60.3% ... Training loss: 0.309 ... Validation loss: 0.490[ 0.29213154] [ 0.65892855 0.55413398 0.56704575 0.49500953 0.29920762 0.50150116 0.41518739 0.45020196 0.61454262 0.5306181 ] [-0.3608876] [ 0.37532336 0.37325124 0.5003646 0.53880955 0.50192176 0.64393155 0.47464169 0.64207459 0.47338551 0.32131264] [ 1.01684657] [ 0.62146857 0.6187075 0.55359759 0.31365818 0.38438774 0.43026984 0.51411083 0.41931227 0.63724986 0.49755112] [ 2.0209293] [ 0.55107638 0.62377417 0.40701765 0.55955448 0.31087565 0.315315 0.61221949 0.68710934 0.65515755 0.19109227] [ 0.10413252] [ 0.45881753 0.48152412 0.61044517 0.4896832 0.32537934 0.57710148 0.47278597 0.56568082 0.52179098 0.40925578] [ 0.24723905] [ 0.54976409 0.53288516 0.6232881 0.20572325 0.33928912 0.32103696 0.57812102 0.64085875 0.60876468 0.29579322] [ 0.047925] [ 0.61170207 0.74042991 0.45241749 0.40473674 0.35862983 0.38904232 0.51655479 0.50313502 0.69463805 0.61903226] [ 0.1043888] [ 0.25791266 0.31343103 0.65340686 0.31535779 0.57712911 0.5948268 0.44575206 0.22235616 0.40671527 0.42273895] [-0.93062492] [ 0.6015926 0.56901542 0.48336843 0.51059948 0.53068037 0.37893564 0.4776663 0.58011369 0.51814445 0.4190074 ] [ 0.95565195] [ 0.50395869 0.61978084 0.45660763 0.48849431 0.26504985 0.27845475 0.5192244 0.66937414 0.54469944 0.42053175] [-0.30274652] [ 0.59226444 0.5263133 0.52731887 0.5013031 0.427393 0.54528269 0.39050083 0.5112584 0.445902 0.41327226] [ 0.2610785] [ 0.28377773 0.58927001 0.34161516 0.66106096 0.3619993 0.71445691 0.37221078 0.57915711 0.40707443 0.57780184] [-0.56920744] [ 0.49617514 0.54462188 0.51744211 0.53021076 0.37350481 0.57055404 0.44219635 0.31017694 0.57028714 0.4919145 ] [-0.50654014] [ 0.42252173 0.63717761 0.406361 0.51256338 0.33590149 0.5720386 0.45674873 0.32518487 0.62106169 0.52528536] [ 1.86621245] [ 0.7996621 0.61933957 0.52628405 0.29750233 0.24350526 0.20323968 0.55128003 0.62357124 0.64332899 0.37960144] [-0.23250284] [ 0.31473597 0.34182755 0.65664818 0.33563644 0.47190349 0.50359979 0.55341089 0.40532485 0.46024991 0.3445578 ] [ 0.42149544] [ 0.3243337 0.59950838 0.55228908 0.47672917 0.45831724 0.59870215 0.3945032 0.48527582 0.47148759 0.46341402] [-0.85313947] [ 0.4722788 0.78835842 0.35471039 0.61331988 0.29180992 0.42715636 0.43869142 0.4581909 0.53764967 0.56258986] [-0.38088913] [ 0.54624221 0.51020892 0.54002218 0.3806518 0.5054813 0.51808655 0.51338369 0.49458015 0.43751521 0.50291857] [-0.17074895] [ 0.3832916 0.58921017 0.48826887 0.42191954 0.43408079 0.64089906 0.40161393 0.68496253 0.51587554 0.54093462] [ 0.38046093] [ 0.54797012 0.59536996 0.51881055 0.54775099 0.36466991 0.40359135 0.46674345 0.60174087 0.58570819 0.54449333] [-0.19752208] [ 0.30113958 0.67132363 0.36265254 0.65728942 0.33201006 0.71177689 0.45158262 0.55258697 0.50599553 0.53288274] [-0.47825589] [ 0.66962398 0.67138672 0.496607 0.54812561 0.3763125 0.52022931 0.50189141 0.63963571 0.62239791 0.6640003 ] [ 0.0399267] [ 0.29141665 0.42602375 0.51668923 0.47901056 0.52739385 0.54320377 0.40049342 0.41401478 0.54231671 0.41169032] [-0.29165629] [ 0.41913731 0.56164503 0.44431272 0.51640162 0.41140673 0.64360312 0.41615639 0.54737187 0.40948664 0.45295554] [-0.65207849] [ 0.29309549 0.45917694 0.59491822 0.55419151 0.33856991 0.59707108 0.42591263 0.46102894 0.4466231 0.39275293] [ 0.53377687] [ 0.15369971 0.5281612 0.5909856 0.57047237 0.46476686 0.79494801 0.38993165 0.3165147 0.51318794 0.5867365 ] [ 0.57341045] [ 0.39086826 0.69212718 0.35891611 0.66208109 0.25269844 0.48239312 0.48597145 0.54603178 0.58611597 0.51501494] [ 0.38449912] [ 0.47019587 0.65887159 0.47430496 0.63043651 0.47939182 0.46574235 0.52593373 0.54855226 0.56460779 0.60386682] [ 0.59435045] [ 0.29454841 0.59019756 0.47492814 0.42263758 0.38670589 0.58586155 0.36613582 0.39280217 0.45684399 0.44343001] [-0.17677911] [ 0.59319161 0.62445305 0.52985595 0.420212 0.37141208 0.4057122 0.48386862 0.45655409 0.54866418 0.52433171] [ 0.15106501] [ 0.44245823 0.4982146 0.47201129 0.53069082 0.35954164 0.34277103 0.43575972 0.43176605 0.51966965 0.35428218] [ 0.93695637] [ 0.34083547 0.56467085 0.44238829 0.54547137 0.32336936 0.50900065 0.32484634 0.55087587 0.45484076 0.4236114 ] [-0.20649673] [ 0.32069079 0.42108164 0.52923848 0.36523092 0.48597184 0.61976442 0.45174073 0.33724681 0.43512405 0.35831915] [ 0.34075076] [ 0.25375975 0.39126816 0.51748518 0.41420318 0.45261293 0.73696711 0.41876842 0.37137857 0.37292816 0.47963047] [-0.48042254] [ 0.53941247 0.69775494 0.48504459 0.5148129 0.4381943 0.61804615 0.48037737 0.43038585 0.49821654 0.54913353] [-0.16366486] [ 0.36109291 0.64666846 0.35453945 0.68270912 0.35072166 0.59305734 0.41335237 0.39144087 0.54114115 0.59539593] [-1.15430736] [ 0.52853185 0.71466541 0.505881 0.47066781 0.27645093 0.43191465 0.47097948 0.54078222 0.6133538 0.45250126] [-0.54754875] [ 0.74717825 0.57255211 0.53373876 0.35175765 0.31706603 0.37697704 0.50546908 0.51973815 0.52886862 0.46791997] [-0.28279331] [ 0.45110917 0.57533854 0.57482137 0.35647762 0.43239866 0.59347868 0.48379689 0.45915816 0.45740289 0.56207217] [-0.12207044] [ 0.43048533 0.75469189 0.38183801 0.45721555 0.42557863 0.56928825 0.52547407 0.57540212 0.56171316 0.61412651] [ 0.01216124] [ 0.26266674 0.63010237 0.46203598 0.55549423 0.40206325 0.77332842 0.35578496 0.575541 0.51378555 0.58621808] [ 0.15340848] [ 0.57029562 0.6626199 0.47296835 0.44073684 0.3884751 0.68282149 0.54232048 0.56106787 0.54167442 0.5782844 ] [-0.24949169] [ 0.72195163 0.47781464 0.62170415 0.21379917 0.34351245 0.28709424 0.51747516 0.58484862 0.5375521 0.35244442] [ 0.27525172] [ 0.44428691 0.60573794 0.4167654 0.65137718 0.40157474 0.46587587 0.53940504 0.50823603 0.56599556 0.39201154] [ 0.05020552] [ 0.28363801 0.78896104 0.35309992 0.67140755 0.41808119 0.58960069 0.42799458 0.48376946 0.43814501 0.68824862] [ 0.24815996] [ 0.19363931 0.63782418 0.40223256 0.64823678 0.42926751 0.66652971 0.34740386 0.4834275 0.47301849 0.57990383] [ 0.99853357] [ 0.37323357 0.69556355 0.40702362 0.57021056 0.36252492 0.52427398 0.45923619 0.72474407 0.70343855 0.3473211 ] [ 0.32781195] [ 0.23510424 0.51160114 0.42559269 0.61785697 0.54926604 0.85940018 0.39424482 0.60820796 0.45381115 0.55261836] [-0.05572297] [ 0.22699338 0.647663 0.51336332 0.51787078 0.45505962 0.65228427 0.41827638 0.33571191 0.59416114 0.52740068] [ 0.35955021] [ 0.45972878 0.72574757 0.38630373 0.41161384 0.24683891 0.3259222 0.43747941 0.74271291 0.63503077 0.38686661] [ 1.51111264] [ 0.68142496 0.55890912 0.39192428 0.52640931 0.31368297 0.45050748 0.49733353 0.43076746 0.54220522 0.52864767] [ 0.05032873] [ 0.38615552 0.53886964 0.47535409 0.6180522 0.46991921 0.62659551 0.45427382 0.50536375 0.57585542 0.50894888] [-0.28385509] [ 0.25541048 0.56349602 0.54119781 0.66365461 0.40861065 0.60738024 0.34125573 0.47686831 0.46936273 0.41595587] [ 0.996847] [ 0.67068039 0.5914471 0.6056622 0.39888275 0.39588855 0.51321379 0.50327272 0.5002083 0.61085367 0.43151046] [-1.10046565] [ 0.41102028 0.43548213 0.57601808 0.32946892 0.49235436 0.48550518 0.491296 0.66416878 0.54121506 0.32072549] [ 0.62197931] [ 0.17991019 0.54739166 0.37803466 0.64614949 0.5352477 0.76622187 0.36944912 0.45827128 0.38059074 0.63659051] [-0.27593231] [ 0.53297887 0.58780282 0.39834087 0.55371339 0.35819514 0.51382016 0.43499527 0.41222458 0.48852135 0.45965324] [-0.194433] [ 0.44388332 0.64715207 0.43842848 0.65561107 0.30442994 0.66798597 0.39473924 0.45957844 0.58064694 0.53484313] [-0.67292497] [ 0.32582279 0.60798766 0.4331186 0.57463642 0.35686721 0.49138249 0.40468278 0.45798776 0.51645031 0.41821164] [ 0.04320514] [ 0.48722364 0.64647456 0.48628283 0.49106417 0.49543287 0.76044162 0.57501334 0.51663952 0.49830007 0.62547378] [ 0.32694433] [ 0.42462772 0.63506557 0.43359704 0.59733515 0.37988437 0.65401072 0.3117699 0.35298766 0.45413778 0.65481794] [-0.12198114] [ 0.36718812 0.79311051 0.39467499 0.61642621 0.30846766 0.67444029 0.46586337 0.49951908 0.60485378 0.66591146] [ 0.35556874] [ 0.20855159 0.58258969 0.51396335 0.64394581 0.46084211 0.57171515 0.40959315 0.39647059 0.61032488 0.45226932] [ 0.05447944] [ 0.33477672 0.48934733 0.57789985 0.33988812 0.40394238 0.66149526 0.48537964 0.40062037 0.44713849 0.47848514] [-0.16790997] [ 0.44464183 0.72389641 0.37688721 0.6224215 0.49722912 0.69849255 0.48497835 0.49687226 0.45148227 0.58679959] [-0.15941114] [ 0.5688585 0.51731804 0.50397124 0.47755992 0.59242851 0.56025937 0.51508463 0.47533807 0.46083794 0.40279407] [ 0.09063659] [ 0.37793686 0.66863759 0.3433825 0.70607729 0.30941357 0.51522325 0.43641945 0.44949651 0.48989138 0.74836635] [ 0.81795035] [ 0.82453125 0.69323766 0.6082604 0.21675827 0.40525014 0.40201115 0.58443064 0.74401696 0.66491584 0.45073305] [ 1.76285454] [ 0.6657038 0.58417489 0.53969312 0.41610966 0.37273781 0.49318474 0.49228718 0.51906226 0.57034237 0.42901627] [ 0.01063417] [ 0.25946975 0.57265882 0.43427456 0.62441301 0.46424722 0.73197057 0.45333764 0.61360374 0.50747218 0.56419206] [-0.18757865] [ 0.38703397 0.30776965 0.70199922 0.40133142 0.44517634 0.73563084 0.37531055 0.39399348 0.31662127 0.45780593] [ 0.17444907] [ 0.54401082 0.48919229 0.58557348 0.34741379 0.5165839 0.46677393 0.51502498 0.62539895 0.55687131 0.36820974] [-0.03874091] [ 0.36174144 0.5518772 0.50056683 0.31060002 0.48564886 0.59600192 0.39229679 0.46668677 0.47274294 0.50489251] [-0.48453841] [ 0.45475759 0.49845251 0.44867994 0.65258488 0.42422937 0.56602404 0.55963239 0.59751942 0.42448793 0.37576677] [ 1.4533563] [ 0.62450315 0.47910889 0.65855003 0.33878363 0.52520036 0.33175519 0.53521501 0.59098287 0.56247111 0.27563236] [ 0.71087892] [ 0.62683661 0.50432433 0.56555111 0.39113549 0.40665088 0.39668758 0.51470484 0.50347471 0.55605525 0.40366721] [ 1.89273565] [ 0.84251589 0.38136836 0.73416366 0.18336172 0.46452623 0.30669272 0.67414964 0.61519814 0.54072431 0.26113032] [ 0.26365021] [ 0.28415418 0.66740814 0.38140556 0.74744289 0.50910131 0.69755997 0.37893828 0.57659205 0.48802096 0.58660191] [-0.20325906] [ 0.35205953 0.617335 0.3572043 0.59582596 0.45229574 0.62752763 0.42315345 0.63722745 0.61024166 0.38420559] [-0.08691426] [ 0.48385146 0.64117139 0.38452547 0.57504932 0.49314239 0.67231402 0.48922407 0.42782483 0.42193167 0.63707172] [ 0.74186541] [ 0.2005941 0.72914544 0.36858667 0.64431284 0.59607623 0.8026842 0.30473862 0.523274 0.41853248 0.72140956] [ 0.68064038] [ 0.18077078 0.42673684 0.55668609 0.52362442 0.32878196 0.60739025 0.35652836 0.38542611 0.42176532 0.32801777] [-0.35337328] [ 0.52892963 0.7506279 0.42547748 0.58831581 0.37959459 0.56547385 0.5028981 0.61899591 0.57900254 0.58786383] [ 0.07865716] [ 0.40022005 0.65406909 0.48608824 0.52387997 0.49630026 0.72251678 0.46481273 0.42002225 0.47313389 0.63673279] [ 1.4910817] [ 0.77860707 0.69995655 0.56401994 0.38604177 0.44635737 0.34990544 0.52074676 0.61225726 0.61631357 0.50004525] [-0.05093813] [ 0.45419399 0.69678167 0.40080476 0.5769629 0.24868895 0.51155729 0.48279662 0.53277127 0.54837321 0.44756958] [ 0.08862607] [ 0.43426992 0.54539991 0.37595455 0.48128061 0.37497003 0.69477535 0.46748167 0.58918387 0.42430925 0.4432006 ] [ 0.40769017] [ 0.71590325 0.64053929 0.55695049 0.33720561 0.40021776 0.42063241 0.57738882 0.5633973 0.63438715 0.4146495 ] [-0.04814737] [ 0.45660991 0.55826879 0.48200032 0.32286507 0.44060743 0.62347369 0.41099706 0.50782825 0.47825861 0.51881458] [-0.31234151] [ 0.37550751 0.67294928 0.55113041 0.51885804 0.47290173 0.69181357 0.54659103 0.49239842 0.59003314 0.55609385] [-0.23263427] [ 0.42394075 0.34075881 0.69407874 0.31633756 0.4774939 0.51691913 0.46076127 0.48938951 0.50534968 0.40636393] [ 0.2026147] [ 0.29920561 0.71530808 0.38451739 0.58449064 0.3902525 0.48317101 0.47549557 0.59666688 0.72160378 0.39979946] [-0.4371211] [ 0.46800254 0.75113937 0.3683049 0.52109278 0.33150977 0.50686788 0.41800829 0.55882202 0.71966939 0.58530081] [ 2.01093644] [ 0.65355313 0.60662984 0.48977418 0.39825704 0.36097084 0.25832031 0.53554289 0.59106013 0.6467481 0.2732136 ] [-0.23990545] [ 0.48465203 0.54670365 0.51160924 0.55860385 0.33089748 0.5203423 0.33274683 0.39938168 0.4358928 0.47426089] [ 0.30319346] [ 0.37117754 0.59570589 0.58836885 0.53910963 0.42193838 0.46847403 0.43741687 0.45975682 0.62448771 0.39517249] [ 0.20172952] [ 0.57604142 0.67060778 0.58221466 0.39239045 0.43748261 0.4599127 0.63357228 0.54359212 0.59563874 0.49749682] [ 1.02115783] [ 0.72430541 0.64464153 0.49608872 0.42727521 0.26909726 0.27500144 0.52910849 0.52861689 0.63827505 0.44481223] [-0.14613398] [ 0.70609297 0.4400206 0.58105856 0.35364439 0.41361984 0.3115159 0.5259573 0.61847738 0.39729549 0.43182064] [-0.07746441] [ 0.59763312 0.68165147 0.42763712 0.32274257 0.39979662 0.38519786 0.49608805 0.44435906 0.539109 0.59140173] [-0.49279862] [ 0.35120335 0.71118537 0.3500009 0.6941374 0.32891952 0.56369173 0.53843304 0.55307101 0.53519716 0.51962046] [ 0.11703418] [ 0.27853062 0.51438974 0.43778049 0.41956755 0.52537801 0.70322683 0.31002156 0.46304478 0.33471627 0.55892022] [ 0.28366514] [ 0.11898686 0.42465157 0.58662614 0.66036343 0.3648462 0.70285573 0.30713286 0.38108144 0.3462279 0.39195379] [ 0.34705437] [ 0.17735983 0.24739028 0.69393226 0.37123663 0.54161853 0.68394014 0.40629184 0.22867356 0.37017079 0.39599795] [ 0.46850415] [ 0.13612381 0.66608397 0.39977815 0.70988267 0.35321935 0.73985902 0.35346031 0.39671224 0.51835358 0.58377727] [ 0.20090617] [ 0.32589188 0.47593357 0.69107424 0.35770477 0.59298192 0.55577497 0.46154995 0.34335314 0.50584742 0.48998993] [ 0.52153079] [ 0.27086824 0.61863352 0.41760786 0.66038322 0.46930718 0.62007584 0.39186835 0.47642412 0.54119936 0.51853048] [ 0.07935952] [ 0.21044393 0.52222279 0.53472866 0.52060516 0.4394794 0.72242562 0.34714288 0.46686574 0.43368614 0.5413817 ] [-0.34062576] [ 0.23938774 0.46559819 0.51579584 0.41660004 0.39110948 0.60529121 0.47439839 0.49202929 0.42187435 0.48242073] [ 0.08758043] [ 0.18298262 0.57800278 0.46409106 0.53448015 0.47810486 0.69719307 0.37317192 0.4365592 0.45857851 0.49391561] [ 0.32358701] [ 0.41781656 0.55576176 0.49900145 0.59599014 0.45603169 0.61181427 0.42863995 0.54594821 0.60512124 0.47238741] [ 0.48788121] [ 0.6665376 0.71384924 0.43106715 0.48496162 0.24684937 0.38414357 0.54604868 0.58823778 0.68368902 0.42411907] [ 0.21138293] [ 0.42635127 0.61536605 0.60186923 0.34014237 0.47098605 0.55796652 0.40665153 0.57281484 0.62838861 0.51354894] [ 0.25742588] [ 0.31134575 0.61256244 0.55508713 0.4093316 0.43764552 0.68081258 0.37298888 0.60281603 0.48200232 0.58514716] [ 0.31357716] [ 0.3033926 0.61559699 0.57985453 0.44385359 0.6490196 0.62185876 0.38482044 0.33741939 0.37285196 0.67136524] [-0.04905478] [ 0.4099621 0.70947415 0.38805596 0.43222244 0.33993219 0.65953243 0.51379469 0.61383349 0.50599539 0.5120545 ] [ 0.88945678] [ 0.70000969 0.57354967 0.57538234 0.32642643 0.42358087 0.38171934 0.63496695 0.52634461 0.65693006 0.3933901 ] [-0.30919018] [ 0.29481371 0.43989987 0.53625791 0.38114433 0.42907301 0.54448446 0.49884826 0.5390736 0.4172699 0.40181688] [-0.2804944] [ 0.55984191 0.32890338 0.63349862 0.27429426 0.42074648 0.6654693 0.4517152 0.47845952 0.36856829 0.3973221 ] [ 0.12849352] [ 0.38117634 0.76287553 0.47558445 0.7031237 0.36316843 0.56903338 0.44456716 0.58037158 0.61325776 0.57651931] [-0.05628416] [ 0.60044975 0.58805978 0.50081043 0.50351063 0.26437939 0.40620897 0.56721202 0.51816512 0.59403819 0.43761512] [-0.8238273] [ 0.47504357 0.49543452 0.64026828 0.24771871 0.39520983 0.39140232 0.52824499 0.57602534 0.5439372 0.37431686] [-0.056393] [ 0.41104476 0.67119103 0.48703936 0.47622172 0.35716052 0.45391294 0.53010789 0.64429716 0.54135264 0.4901352 ] [ 0.33714301] [ 0.51298943 0.7163836 0.44651111 0.43617173 0.31440035 0.49622568 0.5648241 0.74971241 0.6209183 0.36769849] [-0.25472893] [ 0.3503291 0.65538962 0.52433895 0.53441396 0.42075566 0.61909335 0.39891002 0.35671603 0.5089243 0.51115515] [ 0.08673377] [ 0.48297178 0.65971469 0.48181941 0.60715244 0.47005698 0.7043972 0.44528115 0.62695797 0.46913122 0.48083243] [-0.4165311] [ 0.80894004 0.52951079 0.53362342 0.47703317 0.24115866 0.2204481 0.6143156 0.64913891 0.63106719 0.35555742] Progress: 60.6% ... Training loss: 0.347 ... Validation loss: 0.503[-0.24168555] [ 0.44939331 0.53049907 0.52690495 0.51699934 0.45437839 0.58655322 0.47103729 0.60271367 0.56339193 0.44611392] [-0.0247635] [ 0.22058946 0.63711201 0.48421502 0.51308685 0.53466084 0.50521024 0.37534602 0.30971413 0.38700586 0.62606434] [-0.33321141] [ 0.46174531 0.31024935 0.55577215 0.36198944 0.488063 0.4265845 0.44164108 0.47124646 0.31682377 0.65118913] [ 0.17653591] [ 0.36066065 0.66903471 0.54739571 0.37629715 0.35628122 0.57728368 0.43175301 0.41596397 0.51036999 0.52268514] [-0.47995755] [ 0.77477242 0.46375861 0.64506969 0.27628643 0.28953489 0.31513316 0.61543131 0.62613293 0.54356484 0.34668501] [-0.06013993] [ 0.49835046 0.53869446 0.36538899 0.62010929 0.41271382 0.65247326 0.48840988 0.48545769 0.46240799 0.47029324] [-0.58521871] [ 0.47486739 0.3737742 0.59877835 0.51350228 0.43392329 0.64583485 0.46307643 0.47717099 0.33257596 0.4625775 ] [-0.46789633] [ 0.28889259 0.57421478 0.51828613 0.47314761 0.40933526 0.50011548 0.3778331 0.54190787 0.54652442 0.39419328] [ 0.48100249] [ 0.61125687 0.54790597 0.49021358 0.51096244 0.30733249 0.41203862 0.44576318 0.61202928 0.54801713 0.41568937] [ 0.41013912] [ 0.16621748 0.53655089 0.33955971 0.61232898 0.4803094 0.73244769 0.37621298 0.38192372 0.3028476 0.5554945 ] [-0.16285594] [ 0.35267052 0.62536484 0.56589716 0.51365044 0.40956957 0.49325436 0.49304173 0.62581025 0.57086734 0.46915926] [-1.00978178] [ 0.8481146 0.65085073 0.57685238 0.33794061 0.43302265 0.44096513 0.54701441 0.65189295 0.65579339 0.47516994] [-0.46521927] [ 0.45034822 0.48052159 0.5519431 0.52157844 0.46426792 0.69763649 0.43668986 0.44670994 0.42362267 0.48395096] [ 0.02551596] [ 0.69487849 0.78882467 0.45710327 0.54260443 0.43008751 0.37485778 0.54139314 0.69829276 0.64438159 0.76467974] [-0.0667617] [ 0.52709387 0.61740723 0.56467645 0.5360788 0.48584789 0.47888912 0.54018462 0.50985863 0.6161666 0.57708843] [ 0.04658335] [ 0.26750219 0.48134836 0.48749059 0.39609395 0.49490466 0.61564485 0.44068086 0.36052875 0.43597481 0.74314458] [-0.18839391] [ 0.33752621 0.50622563 0.43571767 0.50944092 0.44056772 0.47472179 0.46559862 0.46095658 0.50049936 0.33542922] [-0.25211444] [ 0.35796166 0.39625298 0.57780769 0.44331956 0.53781273 0.69936825 0.40514966 0.49673884 0.45680726 0.61310326] [ 1.53635909] [ 0.7520417 0.5244177 0.60336908 0.21081856 0.2795761 0.27357036 0.67365083 0.78448051 0.59172306 0.22135123] [-0.26016001] [ 0.36646696 0.78766871 0.45916533 0.61690327 0.41025228 0.68877361 0.47946611 0.48149487 0.6468394 0.74808449] [ 0.14974668] [ 0.26995763 0.55162314 0.55170417 0.5797886 0.51884501 0.74779824 0.44374671 0.38683341 0.416123 0.60426529] [ 0.42529921] [ 0.47999936 0.6951014 0.46748846 0.51416995 0.26243905 0.44906304 0.42202559 0.58286225 0.52655047 0.54039055] [-0.55736216] [ 0.51880408 0.5415133 0.56216793 0.26610418 0.48984249 0.56333779 0.48943879 0.64054357 0.53752179 0.52745572] [-1.0290957] [ 0.55726001 0.69371574 0.4494198 0.47974096 0.28707046 0.60472058 0.43826651 0.44017116 0.65113759 0.56164218] [ 0.09264954] [ 0.55695417 0.57712369 0.54700899 0.45110577 0.32257472 0.53736263 0.45354093 0.50698399 0.63772847 0.55221745] [-0.32782441] [ 0.33872925 0.18869652 0.76195664 0.34814647 0.54918082 0.65571767 0.34478455 0.41875791 0.32252098 0.34151294] [-0.25110729] [ 0.61476878 0.55402505 0.47375518 0.59934551 0.37226863 0.3589725 0.63649039 0.64080976 0.51411965 0.62775857] [-0.63601254] [ 0.6327304 0.62984224 0.51059178 0.37181453 0.21611907 0.30558986 0.53509298 0.70925614 0.61657058 0.36977183] [ 0.90699215] [ 0.6175366 0.61320336 0.47825268 0.46985949 0.35129449 0.41150445 0.59423806 0.69606869 0.6719945 0.28409538] [-0.64649457] [ 0.33455662 0.60147173 0.46110515 0.6186278 0.38099017 0.58310635 0.44460302 0.53573155 0.52557016 0.41206238] [ 0.516895] [ 0.59967387 0.4901455 0.61435256 0.30478037 0.47020743 0.42784817 0.51357571 0.53467035 0.40900972 0.43691471] [-0.21000402] [ 0.25244945 0.61090636 0.49748518 0.557198 0.40908136 0.58088117 0.35859726 0.42714189 0.47638226 0.5898444 ] [-0.44369435] [ 0.62101698 0.60481734 0.52982568 0.3184426 0.45755275 0.44436992 0.49430809 0.49993165 0.62847543 0.50498021] [-0.13769695] [ 0.23500332 0.50020913 0.51916847 0.48200521 0.35446907 0.71331275 0.39660713 0.48537381 0.39100572 0.48886055] [-1.48719229] [ 0.47033226 0.52950419 0.52171379 0.49848126 0.4112994 0.53548933 0.60416117 0.64809732 0.54608208 0.3366502 ] [-0.34068979] [ 0.36057514 0.384061 0.60946334 0.34885053 0.59633339 0.51048417 0.47404359 0.32553113 0.41150486 0.46978213] [-0.35687137] [ 0.57886951 0.63485868 0.586563 0.53403005 0.42034626 0.58411614 0.46765694 0.58359918 0.50575105 0.47695332] [-1.98819597] [ 0.66817712 0.6937743 0.51376173 0.52977699 0.35118138 0.2943999 0.54108129 0.72765158 0.69931059 0.29173598] [ 1.25895699] [ 0.81118695 0.52840557 0.67700952 0.17767491 0.3587174 0.30182523 0.69456288 0.72122476 0.63472514 0.29522284] [ 0.03852809] [ 0.34037731 0.58082972 0.52131032 0.4443901 0.5717852 0.6352431 0.36994404 0.39184669 0.39289691 0.72395134] [-0.22393964] [ 0.29844562 0.55279493 0.59970271 0.44691814 0.44440082 0.72343777 0.44078303 0.52114537 0.47865131 0.59309845] [-1.52205278] [ 0.48263727 0.61363178 0.51835201 0.50368482 0.45701267 0.39222938 0.50464027 0.57330236 0.61750821 0.33618802] [-0.20130399] [ 0.4903497 0.72947131 0.32107378 0.55069007 0.21135613 0.51984491 0.41190221 0.59729278 0.54580975 0.47356675] [-0.91806449] [ 0.33604935 0.66638834 0.44217839 0.55035637 0.26476366 0.56961338 0.45332836 0.51019062 0.60518533 0.51716348] [-0.62935659] [ 0.65229641 0.61564476 0.58151838 0.30337615 0.4681743 0.47648069 0.56393417 0.48359652 0.57841133 0.57410386] [-0.62814479] [ 0.47435027 0.65646408 0.44130056 0.58763794 0.31806225 0.45083457 0.45717081 0.71028985 0.48396417 0.54942812] [-0.7082793] [ 0.69440963 0.59411708 0.56547145 0.37756281 0.33808898 0.36989512 0.50368685 0.5607163 0.63930639 0.41882924] [-0.2887749] [ 0.42210017 0.61887497 0.54756939 0.49802661 0.45996894 0.61417588 0.50403735 0.47796288 0.45647608 0.46490873] [ 0.08917609] [ 0.61362896 0.41147526 0.62489928 0.36217847 0.46993498 0.41327948 0.58420721 0.53835171 0.47858567 0.31082565] [-0.98539998] [ 0.75563423 0.60969607 0.52164658 0.45069909 0.26195041 0.41634917 0.473125 0.5564771 0.67803622 0.46576409] [-0.45869989] [ 0.427988 0.66729384 0.3991506 0.55629769 0.4481267 0.70712818 0.36751816 0.59107413 0.45027533 0.6144686 ] [-0.38092727] [ 0.40465768 0.69932826 0.42606881 0.62465533 0.2628298 0.70014964 0.35099855 0.52506641 0.4746053 0.63297369] [-0.17839612] [ 0.27631619 0.58815879 0.47346367 0.58242635 0.43626848 0.47361751 0.47093742 0.42571127 0.52562871 0.56727089] [-1.44007235] [ 0.47152916 0.65127179 0.50271006 0.51313869 0.23222587 0.37442802 0.42168147 0.58299647 0.49579605 0.37465838] [-0.04773922] [ 0.2148679 0.57611666 0.39912225 0.54659421 0.40108309 0.60412897 0.32822721 0.52847485 0.45516334 0.46608323] [ 0.17841859] [ 0.41752702 0.62739266 0.46339996 0.59046395 0.32153462 0.63647864 0.38194566 0.38509856 0.51936019 0.60810278] [-0.18019048] [ 0.25925582 0.57265583 0.43433704 0.62413328 0.46384746 0.73222933 0.45327736 0.61403392 0.50776548 0.56416946] [-0.33005847] [ 0.51255638 0.72592551 0.35061511 0.68256033 0.25087406 0.42008216 0.38075003 0.51907047 0.61101381 0.58361781] [ 0.0024052] [ 0.57980753 0.55332699 0.51603524 0.50192584 0.25262395 0.35844919 0.54664341 0.60924052 0.54755386 0.387129 ] [-0.0247635] [ 0.22058946 0.63711201 0.48421502 0.51308685 0.53466084 0.50521024 0.37534602 0.30971413 0.38700586 0.62606434] [-1.01364155] [ 0.66893839 0.73238171 0.4793819 0.53551431 0.39493587 0.51551025 0.55227616 0.57293152 0.65836821 0.50353191] [ 0.03606701] [ 0.45794784 0.69562244 0.3716284 0.46679524 0.31231725 0.33669189 0.54641586 0.63091746 0.70306022 0.35792348] [-0.72933341] [ 0.45081031 0.61630143 0.48093624 0.49461657 0.3380217 0.53200223 0.39486324 0.47424891 0.49965957 0.50350823] [-0.8374975] [ 0.58286434 0.72776745 0.42582914 0.40350422 0.31102515 0.41345973 0.41229413 0.6689003 0.60425162 0.49945692] [-0.74820659] [ 0.69080821 0.76670358 0.58981588 0.44771113 0.35020692 0.40949134 0.55748407 0.57973152 0.7304665 0.45512765] [-0.25080667] [ 0.68680572 0.57404729 0.54537196 0.34284981 0.47780821 0.55288856 0.55791401 0.48102813 0.5079215 0.43294422] [ 0.01380719] [ 0.20504612 0.36053671 0.36917767 0.53525435 0.52480307 0.7255479 0.34141116 0.44212391 0.26817059 0.34314884] [-0.24668853] [ 0.34012775 0.70038516 0.4412329 0.68248161 0.35413563 0.66012282 0.44823825 0.45032643 0.56618631 0.5847855 ] [-0.29630309] [ 0.66077817 0.62227469 0.57736881 0.43310495 0.39951466 0.54045739 0.57524629 0.61362958 0.56849206 0.57758156] [-0.39816483] [ 0.61173758 0.63498308 0.49996978 0.44112241 0.35798571 0.33347964 0.4081336 0.59085182 0.64238088 0.53958189] [-0.78593823] [ 0.47270657 0.71868934 0.4121086 0.6933684 0.42228739 0.57312326 0.4210817 0.50943154 0.63670647 0.46742629] [-0.13033398] [ 0.35693368 0.50900088 0.43715297 0.67216877 0.3139659 0.55245483 0.34880329 0.32867267 0.45992957 0.44038222] [-0.63555918] [ 0.72217891 0.51441513 0.61842754 0.27298724 0.41933551 0.45704419 0.5294565 0.52566222 0.54269038 0.40783381] [ 0.08157732] [ 0.46781666 0.62449752 0.47292355 0.62758572 0.24456815 0.62386432 0.37779985 0.51956207 0.51675958 0.46996762] [-0.10083493] [ 0.57610426 0.54653942 0.4317597 0.41135684 0.3477406 0.44001369 0.4131972 0.51108697 0.48305256 0.41536498] [-1.11416243] [ 0.47303743 0.5353537 0.4008642 0.57011963 0.30280516 0.58702937 0.40409749 0.6184694 0.50279648 0.39101913] [-0.23976094] [ 0.2642148 0.71939683 0.43023482 0.64431356 0.31309213 0.72627126 0.42813254 0.57206646 0.48351248 0.56512585] [ 0.05976498] [ 0.18929516 0.48532978 0.5712785 0.55322545 0.48983828 0.70231938 0.40164827 0.37956965 0.44026491 0.49992345] [-0.36585057] [ 0.46745863 0.73032134 0.40451793 0.59169595 0.29591463 0.47946967 0.44971436 0.56835311 0.61152704 0.57030463] [-0.62769882] [ 0.47087038 0.68840373 0.5160474 0.60740289 0.39788526 0.59258593 0.43068847 0.48925327 0.4976833 0.62273341] [ 0.67064409] [ 0.35532502 0.63160832 0.52486089 0.53517703 0.40552058 0.58448073 0.39699549 0.53020175 0.50907651 0.45222108] [-0.77161348] [ 0.41696729 0.53078494 0.4495915 0.35500912 0.40641097 0.57744833 0.49073641 0.76862335 0.54337405 0.35081854] [-1.58395188] [ 0.5599853 0.69460128 0.49549269 0.52682659 0.29714905 0.44722739 0.4914755 0.62620311 0.52730191 0.41174381] [-0.11975573] [ 0.27083471 0.73962962 0.30378097 0.64115548 0.39403712 0.61862459 0.35601992 0.48302168 0.52210216 0.59797394] [-0.67358173] [ 0.44682321 0.62691902 0.48003349 0.61852512 0.48319999 0.62612479 0.36245766 0.59689992 0.49640736 0.55416692] [-0.65409218] [ 0.35386259 0.57774907 0.48301165 0.56811794 0.3867596 0.57600803 0.43577032 0.49239678 0.54874378 0.48448168] [ 0.2609516] [ 0.7225362 0.54007547 0.56436954 0.49429011 0.31529543 0.34467665 0.58656353 0.75268589 0.49916572 0.44265214] [ 0.1529333] [ 0.18919363 0.42565112 0.53519908 0.50101983 0.4767583 0.72033124 0.40351139 0.38427114 0.4203305 0.53318557] [-0.03503442] [ 0.40534179 0.57844087 0.5211638 0.62605353 0.52776925 0.7855622 0.42634387 0.58547606 0.39199122 0.55828471] [-0.3424815] [ 0.38864865 0.58883772 0.47739302 0.5262352 0.52638071 0.69228781 0.4262782 0.50280208 0.3933657 0.56457776] [-0.38333242] [ 0.33994432 0.62205877 0.37954589 0.62418465 0.42887537 0.6242725 0.36467901 0.47372707 0.50634148 0.54910015] [-0.25423856] [ 0.36430269 0.262315 0.68059848 0.51069344 0.46996469 0.58167795 0.42596781 0.37758847 0.29854878 0.60572732] [-0.34605276] [ 0.4027263 0.69313542 0.47481852 0.64593522 0.43178335 0.50383985 0.45202963 0.49928854 0.60151182 0.5018987 ] [-0.20423366] [ 0.40441703 0.39536367 0.54628724 0.31021273 0.42470382 0.4676654 0.41332443 0.44336633 0.44336048 0.37014691] [-0.14063663] [ 0.25822893 0.64963429 0.3755603 0.65638334 0.40861072 0.66069092 0.32272772 0.65309049 0.54667998 0.63587438] [-0.66577667] [ 0.44108908 0.37780468 0.63278349 0.41773922 0.55271864 0.65480786 0.5592385 0.45483545 0.39185426 0.47128464] [ 0.15448811] [ 0.21090454 0.61682609 0.34228912 0.47984863 0.48522625 0.67997366 0.32185536 0.39062074 0.43362342 0.5948945 ] [-0.79461711] [ 0.36990494 0.75563337 0.35641872 0.55422889 0.30761907 0.55809687 0.38135572 0.57296602 0.54632635 0.5859436 ] [-0.45067809] [ 0.31829726 0.34176578 0.65862826 0.3324922 0.46786816 0.49486484 0.55680652 0.41269503 0.46426177 0.33745517] [-0.16442035] [ 0.35960224 0.61772111 0.47019277 0.35291816 0.50523149 0.63185829 0.38684324 0.47106477 0.46127948 0.68442902] [-0.49158649] [ 0.27278031 0.37063608 0.6955267 0.40182184 0.47427595 0.60046392 0.40151271 0.34467246 0.33313156 0.39417807] [-0.17913762] [ 0.77976308 0.56111478 0.63583376 0.36779028 0.43996072 0.44504057 0.58702003 0.63555844 0.58441574 0.44934061] [-0.42180282] [ 0.44875991 0.65571448 0.36118348 0.56484239 0.25333722 0.5415103 0.46671525 0.52633546 0.52918477 0.40759475] [-0.08903874] [ 0.56235642 0.79411076 0.3676185 0.54538239 0.22604391 0.40218494 0.58146842 0.78145603 0.69966795 0.35785966] [ 0.55387498] [ 0.61867402 0.77999152 0.49187922 0.62509978 0.35095039 0.42442679 0.46926497 0.6727887 0.64963237 0.40610136] [-0.46149959] [ 0.54172194 0.33182307 0.5850276 0.28960889 0.465248 0.53653357 0.39979897 0.56664647 0.3383478 0.4068132 ] [-1.61001981] [ 0.48378788 0.49265836 0.61730141 0.33300388 0.43916727 0.43861642 0.49231062 0.57034713 0.56405041 0.38490482] [ 0.05892089] [ 0.35950178 0.62911786 0.43442735 0.64863228 0.5153253 0.60810387 0.42778952 0.40282236 0.34565796 0.71581948] [-0.39738207] [ 0.60783974 0.40442901 0.61221281 0.49451343 0.58583667 0.60319991 0.40553794 0.51958412 0.48275644 0.45911997] [-0.78445334] [ 0.39378517 0.79972942 0.33526507 0.69956274 0.2410343 0.4501565 0.37539072 0.45042177 0.53429299 0.53930756] [ 1.3163448] [ 0.56145748 0.60909176 0.38953618 0.45698782 0.29998393 0.30525854 0.49084351 0.66834972 0.66318778 0.26659889] [ 0.15202669] [ 0.62629597 0.60780285 0.59729012 0.54473538 0.50853639 0.52456705 0.42001569 0.55632113 0.58439266 0.51533442] [-0.69674271] [ 0.51028342 0.64380947 0.56014884 0.42415059 0.41732978 0.63403814 0.53229011 0.52704752 0.5603951 0.53835505] [ 0.01576211] [ 0.72034545 0.58277618 0.56849813 0.57294676 0.52839182 0.41967438 0.48512237 0.58910693 0.57689914 0.69467886] [ 0.75917788] [ 0.74449558 0.55079073 0.52356329 0.24401132 0.36507001 0.47489325 0.62666557 0.69279496 0.59854425 0.41779675] [-0.88824178] [ 0.34706725 0.58260148 0.37370019 0.63786683 0.33399775 0.65865105 0.48178657 0.64839816 0.44889416 0.3962903 ] [-0.73980676] [ 0.53027535 0.48008295 0.62747213 0.38352032 0.54530432 0.58845363 0.55535867 0.34123999 0.53670649 0.49426917] [-0.46033341] [ 0.38061807 0.45100439 0.56470258 0.34955689 0.48374261 0.53101944 0.47006772 0.39343073 0.42171614 0.44217007] [-0.20121277] [ 0.30735801 0.47208237 0.62405558 0.30378175 0.53699571 0.7344889 0.46236169 0.55118636 0.42851609 0.51037187] [-0.19158527] [ 0.19103919 0.5073004 0.59605342 0.61022472 0.41439244 0.70869716 0.40937076 0.41977183 0.50243902 0.46540808] [ 0.16371404] [ 0.34577142 0.70101808 0.51486105 0.66756925 0.4569509 0.6947521 0.34601465 0.47502244 0.49194357 0.6321704 ] [-0.50023292] [ 0.49259273 0.54658807 0.5149147 0.55380493 0.32550526 0.50730372 0.33767978 0.41205724 0.44199635 0.46364207] [ 0.72093913] [ 0.69606748 0.55385627 0.48583865 0.5030146 0.2428988 0.24422856 0.55148839 0.59936253 0.63944438 0.22653853] [ 0.0079956] [ 0.50456249 0.53827976 0.49953651 0.33354589 0.49309356 0.46322998 0.5423846 0.54170613 0.45015047 0.4545345 ] [ 0.13930857] [ 0.23355838 0.55349594 0.63048357 0.42396457 0.53964603 0.69491994 0.44195925 0.33400063 0.41725015 0.54079539] [ 0.3475527] [ 0.36963004 0.70276873 0.50711547 0.72893692 0.3896424 0.6998475 0.31501114 0.47071153 0.49344931 0.60987248] [-0.71517811] [ 0.50476607 0.62711957 0.574951 0.51176285 0.45408756 0.59911265 0.4283389 0.5142995 0.4984968 0.51548923] [ 0.55851729] [ 0.14278435 0.6202166 0.55038564 0.6612942 0.33844652 0.78465411 0.29123871 0.35438275 0.43868269 0.59289401] Progress: 60.9% ... Training loss: 0.387 ... Validation loss: 0.568[-0.03051783] [ 0.38664876 0.53855766 0.62737284 0.30444959 0.38703123 0.67766697 0.4759031 0.43852783 0.44337594 0.53048557] [ 0.24170101] [ 0.45818564 0.71778513 0.37471947 0.59586376 0.35727697 0.60922688 0.45674874 0.58345318 0.54651837 0.57844402] [ 0.24111776] [ 0.57304444 0.65070841 0.61351889 0.57477664 0.52283159 0.53529733 0.46171196 0.52348014 0.63022091 0.52100402] [ 0.38984029] [ 0.29151971 0.44157983 0.58807821 0.32808192 0.55315495 0.62384685 0.42300169 0.30003838 0.51429249 0.50802721] [-0.09989272] [ 0.38623958 0.448572 0.6243405 0.40211337 0.39388276 0.55822648 0.4247393 0.48646637 0.43998514 0.45944424] [ 0.2488097] [ 0.44465143 0.71670912 0.42885465 0.57377099 0.32427825 0.72209252 0.43920709 0.46087666 0.5978219 0.6988576 ] [-0.42059169] [ 0.40634701 0.55865712 0.44052178 0.57024272 0.35826395 0.66764224 0.42894999 0.53569991 0.42456854 0.42264291] [ 0.38108741] [ 0.6911907 0.50517959 0.60933376 0.3270044 0.50928906 0.32569922 0.58632982 0.54225682 0.59276017 0.31791328] [ 1.16749394] [ 0.35054116 0.52303344 0.43703985 0.65436933 0.30411471 0.48067523 0.34857923 0.44485611 0.62193436 0.41729232] [-0.12211807] [ 0.48718701 0.53344903 0.51861684 0.59473316 0.42137208 0.5379758 0.40514541 0.63348409 0.47869171 0.37634252] [ 0.31539277] [ 0.25398437 0.37549569 0.6603514 0.3074904 0.56907996 0.61190652 0.41345318 0.4156029 0.3225483 0.54145417] [ 0.51416409] [ 0.24049963 0.52266486 0.50599459 0.49129374 0.49817773 0.76122968 0.31758289 0.52551779 0.45513185 0.65425963] [ 1.52546363] [ 0.57734638 0.62248417 0.41888419 0.54094097 0.25630446 0.46328097 0.43815481 0.53436552 0.55979073 0.39729755] [ 0.64999602] [ 0.37391221 0.6140451 0.41824281 0.70041089 0.65087152 0.76623755 0.36218766 0.47697143 0.39596364 0.63478928] [-0.45848464] [ 0.35146477 0.5400578 0.45244059 0.49649034 0.4009188 0.67539054 0.48461881 0.51208335 0.51558054 0.43519192] [ 1.55773803] [ 0.56776717 0.59385221 0.41914792 0.5714292 0.27095603 0.36915715 0.40746273 0.40817634 0.56840378 0.42498336] [ 1.46331754] [ 0.59026704 0.36979693 0.65714817 0.32020606 0.49676918 0.53407873 0.52989336 0.55684187 0.48048614 0.44850023] [ 1.00580375] [ 0.5557384 0.1944724 0.70596412 0.25619137 0.59978179 0.57516274 0.44448834 0.4965464 0.43901898 0.3713132 ] [-0.09933304] [ 0.36275244 0.77950562 0.41813781 0.68586944 0.43136347 0.55130276 0.35804663 0.47507102 0.53862326 0.60874935] [ 0.42343006] [ 0.25646166 0.5880858 0.44350573 0.63420811 0.39216321 0.83159805 0.27801556 0.5951344 0.46067584 0.60115635] [ 0.00063221] [ 0.71880576 0.61936795 0.61473673 0.37949847 0.47945161 0.49050932 0.47828838 0.60369149 0.63682244 0.51330768] [ 1.01043587] [ 0.48771692 0.49859223 0.50567287 0.62789086 0.39060676 0.57225215 0.4429615 0.5764173 0.42414649 0.55552756] [-0.01626287] [ 0.46144329 0.64910399 0.41771634 0.67612185 0.25023772 0.67540514 0.31336392 0.43055562 0.49899102 0.56016911] [-0.15587847] [ 0.52702889 0.60898085 0.53669685 0.38578124 0.49420886 0.41064297 0.56342002 0.48441358 0.60601746 0.42432069] [ 0.65588412] [ 0.57999781 0.63461572 0.52657734 0.36482305 0.34133636 0.39365992 0.48027418 0.50001582 0.59521627 0.46158155] [-0.23366394] [ 0.33937798 0.57670575 0.54723286 0.51139481 0.44869597 0.6089274 0.39229844 0.62471942 0.61749734 0.48292351] [ 0.72061567] [ 0.32851364 0.52697089 0.53221242 0.40244193 0.41702094 0.52974066 0.43675498 0.50717226 0.46808795 0.37999905] [ 0.24930215] [ 0.40734726 0.55141016 0.54296151 0.553109 0.28226687 0.6323763 0.40169073 0.5359527 0.60291906 0.42370977] [ 0.40555892] [ 0.34562891 0.35792043 0.66415945 0.29132225 0.60371095 0.74635846 0.39917325 0.37485046 0.34490557 0.63802901] [ 1.00427772] [ 0.56253094 0.54179041 0.50898163 0.57773287 0.32371569 0.43251462 0.51518811 0.41851519 0.54598562 0.4235848 ] [-0.70133369] [ 0.48114038 0.37899741 0.69885175 0.30914158 0.37155006 0.32985594 0.49002261 0.56236293 0.44214428 0.2515601 ] [ 0.80319749] [ 0.63010463 0.43880374 0.51843502 0.43512917 0.28591421 0.4073185 0.43118674 0.57972889 0.49503349 0.34300116] [ 0.71504458] [ 0.25617911 0.65302697 0.34802084 0.59443326 0.57307612 0.80161224 0.43138651 0.51148215 0.37308063 0.68985856] [ 0.4485124] [ 0.696756 0.5988142 0.59968734 0.3929927 0.40387981 0.39689488 0.57216038 0.64936613 0.63234491 0.37384271] [-0.52064988] [ 0.49821529 0.43891327 0.55201294 0.57552026 0.39557727 0.59536447 0.43379566 0.47571204 0.36268784 0.37964366] [ 0.60378602] [ 0.19665598 0.60169917 0.5625119 0.51838511 0.40890226 0.76211736 0.37707554 0.39238597 0.48527401 0.61534209] [-0.4663945] [ 0.4745325 0.54294274 0.6840104 0.29089871 0.52096593 0.48384168 0.467077 0.49059331 0.51402163 0.47172493] [-0.05763354] [ 0.41376724 0.60871059 0.37335687 0.69046129 0.31276522 0.57577336 0.38524558 0.34014588 0.56946052 0.46200236] [ 0.30848562] [ 0.66376413 0.67110265 0.46997534 0.4812378 0.24838791 0.46195949 0.52171873 0.52470631 0.64319981 0.4975221 ] [ 1.16796592] [ 0.42781909 0.422523 0.44542668 0.53767564 0.30854919 0.38860407 0.43079471 0.41571719 0.56016216 0.30021165] [ 0.01838399] [ 0.3311823 0.52242652 0.39942794 0.41631356 0.52798283 0.62006637 0.39167765 0.37890805 0.35400322 0.48629639] [-0.26543509] [ 0.50254346 0.41858913 0.51088825 0.43151413 0.49026491 0.67295381 0.47233388 0.46424864 0.39205764 0.48455174] [ 0.58367151] [ 0.54392717 0.49348729 0.51204032 0.64616131 0.32409977 0.44766132 0.44285413 0.43436307 0.46854573 0.58297922] [ 0.03296924] [ 0.53378585 0.59908753 0.56525404 0.64434266 0.40908698 0.61281546 0.35076124 0.44897144 0.4579085 0.51018011] [-0.18160544] [ 0.7099318 0.50271836 0.49913249 0.28526434 0.45128731 0.62001349 0.51851001 0.54537161 0.40290043 0.48426108] [-0.36929064] [ 0.6041078 0.55040544 0.54046322 0.53782259 0.36647236 0.54857631 0.49137252 0.6334753 0.5875266 0.44660421] [ 0.5311648] [ 0.64623551 0.46237952 0.64531759 0.19518346 0.35708306 0.36922213 0.53699577 0.65093517 0.55441876 0.30171957] [-0.03469195] [ 0.42569413 0.52487105 0.59221243 0.32638587 0.49082764 0.58171558 0.45060302 0.53469256 0.50138583 0.61476313] [ 0.43747376] [ 0.2539094 0.70673862 0.37182742 0.66522725 0.4941137 0.71790642 0.35014876 0.46819499 0.50753752 0.6072318 ] [ 0.00288105] [ 0.56501539 0.77182102 0.34062778 0.5451449 0.24015842 0.59180438 0.39673894 0.40998197 0.59327259 0.59292988] [-0.27743054] [ 0.39723867 0.4782279 0.4822032 0.56761943 0.38931937 0.54479472 0.40596418 0.33510145 0.40067734 0.42747439] [ 0.06326491] [ 0.25474935 0.52240058 0.5883073 0.44907396 0.45213499 0.5864371 0.48918473 0.44035099 0.484206 0.52754383] [ 0.51726727] [ 0.2243515 0.6592938 0.38651198 0.57490817 0.37525087 0.68589793 0.39928146 0.40046319 0.50189087 0.48162256] [-0.08954747] [ 0.61811843 0.62520758 0.53062046 0.37523129 0.4773418 0.46070674 0.54489851 0.55205632 0.50378264 0.48252248] [-0.98295344] [ 0.53557214 0.57646574 0.52116085 0.55354245 0.25284277 0.42493525 0.39553249 0.45898824 0.48767602 0.39181547] [ 0.14660205] [ 0.39554459 0.69961229 0.40526236 0.71577909 0.32123943 0.57175783 0.3939162 0.39773773 0.57900187 0.62638948] [ 0.47357214] [ 0.25481402 0.56612088 0.45390027 0.54444653 0.33376495 0.47543432 0.45405849 0.51104619 0.59207859 0.33841995] [ 0.01626251] [ 0.49214664 0.55440396 0.45632565 0.52110707 0.38748872 0.35237386 0.40704948 0.45880881 0.5237554 0.46409168] [ 0.47651003] [ 0.23805535 0.61302507 0.4967103 0.51443067 0.5114763 0.60783397 0.32611655 0.32887653 0.41624303 0.59096794] [ 0.59522962] [ 0.16878456 0.50384498 0.44046952 0.61727922 0.50279407 0.77658243 0.41635331 0.49211195 0.31440266 0.51203157] [ 0.44880353] [ 0.22221322 0.6276296 0.47266613 0.47774933 0.55496137 0.60489876 0.31721252 0.38266691 0.40763545 0.67152013] [ 1.53618188] [ 0.870471 0.39801817 0.69246475 0.24652875 0.39993797 0.33401371 0.56638812 0.74675167 0.54220858 0.28264743] [-0.31977126] [ 0.4518983 0.49585352 0.4547979 0.60887115 0.4612549 0.60323964 0.5113435 0.59389546 0.38060848 0.42917946] [ 0.1337582] [ 0.30902731 0.41359901 0.55865181 0.35171155 0.60191438 0.58127502 0.37476245 0.28494238 0.35957721 0.48502537] [ 0.38099263] [ 0.38695828 0.65470443 0.5313179 0.54139495 0.51405497 0.73453661 0.38421148 0.46942578 0.47489622 0.66447639] [ 0.44096062] [ 0.39103723 0.60901551 0.41523731 0.3931359 0.36718962 0.54766012 0.4221661 0.60815859 0.48349075 0.37591414] [-0.08442549] [ 0.3323753 0.68623444 0.43154675 0.57095092 0.38239023 0.60762187 0.43204952 0.46828772 0.59308666 0.55210054] [-0.26201163] [ 0.51516049 0.38412951 0.62579582 0.32944802 0.54599444 0.65731385 0.53400394 0.38383175 0.39187518 0.53515431] [ 0.46508089] [ 0.27445947 0.34352131 0.67575401 0.44680149 0.50972991 0.71629289 0.38674792 0.35157479 0.32285112 0.62565037] [ 0.41025433] [ 0.22912266 0.58172917 0.46234382 0.38329025 0.56524885 0.67949171 0.40192791 0.41914471 0.50400136 0.64018327] [ 0.22205584] [ 0.35460321 0.64738804 0.30079344 0.70790839 0.31976246 0.62750015 0.38024069 0.47375235 0.49817832 0.52160619] [ 0.7706146] [ 0.24714865 0.52459282 0.50449419 0.4682928 0.57810773 0.811562 0.27551564 0.48639316 0.38707169 0.71708376] [ 1.20157001] [ 0.33864336 0.65628227 0.38489901 0.58655873 0.34006386 0.5008768 0.4668339 0.64443507 0.52459623 0.45282689] [ 0.66671665] [ 0.59719335 0.71488722 0.48113553 0.61400598 0.39407408 0.38021385 0.49826163 0.69237215 0.64630594 0.49241259] [ 0.03176072] [ 0.47652891 0.27343285 0.61235252 0.28322759 0.57782627 0.6135629 0.47791412 0.462727 0.37938378 0.34932275] [ 1.25031059] [ 0.4159608 0.49051709 0.42899216 0.51419015 0.48280275 0.48954789 0.53540142 0.5945492 0.44019537 0.52579106] [ 0.00094627] [ 0.48239916 0.70954756 0.37045771 0.69140237 0.58131248 0.67908267 0.38789177 0.52851341 0.49028157 0.5682007 ] [ 0.0985221] [ 0.55719671 0.6671831 0.45949842 0.64708794 0.41431997 0.55431767 0.42923699 0.56466545 0.54836986 0.64042086] [ 1.32831205] [ 0.63444299 0.44564656 0.59308241 0.41163625 0.48181878 0.51601416 0.5227815 0.52721711 0.39824839 0.55312273] [ 0.69469406] [ 0.2519527 0.69265991 0.35796957 0.57160857 0.50363937 0.77044601 0.3617926 0.53831101 0.42980434 0.61245379] [ 0.20857774] [ 0.27500436 0.2358082 0.68219001 0.43012441 0.46862754 0.65217952 0.41830715 0.43402757 0.33823778 0.39932457] [-0.13417802] [ 0.46691847 0.47755028 0.563381 0.39742279 0.47491288 0.65125404 0.50365608 0.46991978 0.40669159 0.52557792] [ 0.94831695] [ 0.51601673 0.6215878 0.50145673 0.41840159 0.40099207 0.56569724 0.40406277 0.61594935 0.56351615 0.53358817] [ 0.24394185] [ 0.40338145 0.69230326 0.49030649 0.54506773 0.43007385 0.60431821 0.48742033 0.54359323 0.48424003 0.53633335] [ 0.93378727] [ 0.46097908 0.7693794 0.42035666 0.55938964 0.33189103 0.48786943 0.4228909 0.54328169 0.59270185 0.5346174 ] [ 0.07515532] [ 0.57593976 0.63402914 0.48665138 0.49376782 0.42808044 0.41730958 0.38598716 0.45379884 0.61096153 0.43298799] [ 1.09932953] [ 0.54011543 0.46583967 0.54959803 0.53516799 0.34503909 0.42329475 0.38992728 0.50159755 0.48667271 0.39284044] [-0.03549298] [ 0.57351467 0.68122785 0.52584693 0.57418751 0.28425002 0.47616387 0.42172209 0.42127668 0.65138804 0.53286183] [ 0.49324498] [ 0.23633251 0.49422601 0.37075363 0.57392878 0.44059627 0.72774553 0.43399 0.47496609 0.38947218 0.51336311] [ 0.49339075] [ 0.36867785 0.62338796 0.40334269 0.47765664 0.33036791 0.602618 0.39712529 0.46657228 0.43480593 0.55872274] [-0.09544745] [ 0.30262149 0.42141515 0.46154832 0.56743847 0.40028282 0.610106 0.3574767 0.46140256 0.5331194 0.41360509] [ 0.13904723] [ 0.29518291 0.43132978 0.65846195 0.42321786 0.44582878 0.64854335 0.47879751 0.42578249 0.42540224 0.51536411] [ 0.61717885] [ 0.51216603 0.646494 0.50967782 0.61562002 0.35524531 0.47836213 0.48055574 0.59707761 0.61476499 0.45353385] [ 0.04970332] [ 0.37792294 0.5850972 0.42819035 0.58291845 0.30419497 0.61047577 0.37387382 0.58115588 0.59190945 0.53988145] [ 0.01478771] [ 0.50705203 0.60279316 0.62796677 0.29179788 0.56923932 0.36455004 0.51352372 0.58190079 0.54291389 0.50698307] [ 0.19729447] [ 0.38836234 0.65758573 0.36004431 0.56654404 0.3901975 0.58487839 0.40536005 0.53062103 0.43553005 0.58138934] [ 0.03974022] [ 0.48265131 0.69532355 0.35071497 0.51327795 0.28397294 0.50079767 0.34942563 0.47640268 0.53686439 0.47321748] [ 0.80602118] [ 0.62221176 0.38382539 0.64268456 0.25927813 0.49096742 0.42158342 0.57572493 0.52225391 0.42935176 0.34740467] [ 0.33022824] [ 0.76823311 0.66575952 0.49668732 0.33410006 0.22030266 0.35588482 0.55521711 0.62655802 0.66295547 0.43329751] [ 0.19119134] [ 0.40842968 0.55831768 0.50435079 0.48822732 0.37480608 0.51201968 0.511533 0.52249423 0.51282115 0.54763385] [ 0.17898513] [ 0.43280012 0.73229576 0.57082077 0.46523311 0.54678027 0.68623609 0.39802585 0.39381921 0.51675387 0.66716007] [ 0.3366267] [ 0.6164481 0.41534891 0.62761758 0.37919265 0.51121095 0.45948199 0.48588744 0.54132457 0.46275082 0.53679418] [ 0.12682627] [ 0.25363556 0.48094086 0.55274349 0.32201097 0.49921314 0.47480352 0.47430244 0.45122583 0.46889214 0.41444433] [ 1.84417437] [ 0.69877711 0.57257257 0.64240011 0.3898198 0.50160756 0.44812811 0.47177596 0.58450487 0.62715114 0.477563 ] [ 0.49418239] [ 0.68085327 0.55683134 0.5434021 0.51044226 0.36340312 0.45603739 0.53518664 0.38837683 0.55373013 0.50457468] [-0.28010049] [ 0.52040424 0.66432973 0.37714879 0.57773137 0.27176067 0.47118124 0.43618468 0.4179061 0.54543503 0.5785244 ] [-0.22671723] [ 0.46303075 0.67901646 0.50890853 0.57353741 0.44399854 0.65965822 0.42988064 0.48773693 0.59889697 0.58631117] [-0.41114168] [ 0.79399336 0.66394311 0.59398917 0.33708167 0.46356502 0.50703209 0.59077222 0.5264245 0.62993816 0.64545771] [ 0.65403402] [ 0.2191991 0.34688928 0.58752068 0.55596037 0.38573265 0.54238521 0.3495586 0.40031532 0.40540294 0.35603141] [ 0.13208691] [ 0.35864461 0.41732437 0.53540465 0.28126062 0.4219731 0.51678277 0.43393577 0.45596337 0.45672301 0.39219612] [ 0.27729515] [ 0.33578282 0.58695044 0.46048408 0.52983817 0.39637335 0.54964079 0.44572271 0.57464216 0.46066512 0.43391526] [ 0.33862277] [ 0.40243499 0.41798718 0.60289395 0.34552962 0.47690983 0.52677371 0.41784329 0.50358451 0.44505949 0.38922875] [ 0.41873155] [ 0.19074285 0.4008704 0.66579908 0.39749438 0.49124674 0.7036603 0.41186847 0.31397514 0.44915603 0.49229821] [ 0.09126473] [ 0.43414507 0.60429154 0.57970014 0.49647588 0.42839773 0.48345705 0.47214053 0.58678995 0.56234579 0.47262596] [ 0.39601135] [ 0.35636151 0.79524962 0.40689988 0.63750077 0.27322023 0.58276267 0.41679292 0.52337507 0.52483011 0.69204543] [-0.18392625] [ 0.65152088 0.75212385 0.41501716 0.5900886 0.293802 0.37889845 0.3919351 0.46986714 0.6707495 0.56662839] [ 0.26991537] [ 0.72869379 0.50451737 0.60817366 0.30273727 0.45764805 0.55579064 0.51951782 0.61351089 0.55051321 0.50181169] [ 0.04763786] [ 0.55084788 0.73191244 0.41024083 0.56491407 0.44745238 0.49089759 0.52069341 0.59825156 0.5392416 0.60511542] [-0.05180925] [ 0.64820244 0.56239006 0.50305458 0.52161968 0.32379865 0.5200533 0.36590488 0.4793749 0.57583259 0.45502326] [-0.0894126] [ 0.57038355 0.41021307 0.59955379 0.401862 0.5469463 0.56337479 0.58158411 0.39555385 0.38823094 0.38874507] [ 0.45209612] [ 0.44811545 0.57775042 0.42731976 0.58711578 0.40281288 0.60009741 0.51080016 0.63299472 0.38695016 0.42400504] [ 0.35310135] [ 0.62815376 0.53091308 0.50388887 0.43491326 0.3800858 0.37168887 0.40217038 0.49871504 0.55175818 0.49754419] [ 0.39085588] [ 0.45893926 0.42466716 0.5764188 0.44999289 0.48461792 0.40952298 0.54716857 0.37651308 0.51337867 0.33755221] [ 0.17830266] [ 0.19555374 0.42001844 0.55984664 0.48293756 0.46735165 0.65643353 0.38006143 0.46596774 0.37126633 0.4443925 ] [-0.08078789] [ 0.23761403 0.47314114 0.64396128 0.38619806 0.38623621 0.62442456 0.49158398 0.50786524 0.52202951 0.43144539] [ 0.21362083] [ 0.59181731 0.70343782 0.41900604 0.60099601 0.29482889 0.31734686 0.46083152 0.45515703 0.6983179 0.49733339] [ 0.12523616] [ 0.27134842 0.41341222 0.44577347 0.63195732 0.40673819 0.70692316 0.41762831 0.65967503 0.49250757 0.44139632] [ 0.45058561] [ 0.21990982 0.39717892 0.57639505 0.60714046 0.35563983 0.74438179 0.37917478 0.47205317 0.40900944 0.38779524] Progress: 61.1% ... Training loss: 0.356 ... Validation loss: 0.509[ 0.24500554] [ 0.67253539 0.62449465 0.50523962 0.37015479 0.39243878 0.31266243 0.56169572 0.57318118 0.64160798 0.35961778] [-0.84980761] [ 0.55308179 0.46450712 0.57831299 0.48407009 0.52621881 0.62658899 0.40400043 0.46323964 0.417176 0.46187792] [-0.37797773] [ 0.29245339 0.36465687 0.66133419 0.3818035 0.52288376 0.57539078 0.42830872 0.41774366 0.48869727 0.53963059] [-0.35975251] [ 0.45231751 0.42712246 0.63765829 0.40468518 0.5557249 0.51930221 0.37911762 0.45818975 0.52649448 0.40725098] [-1.02974066] [ 0.46669123 0.78747169 0.35297758 0.61380464 0.29226371 0.43190582 0.4362241 0.45237313 0.53460466 0.56695165] [-0.4751949] [ 0.73614904 0.3087926 0.64734812 0.41440048 0.54981476 0.50609622 0.48256307 0.57524675 0.40058551 0.45123294] [-0.53682364] [ 0.65733479 0.7687259 0.42456006 0.40515076 0.29088937 0.51583527 0.55103535 0.61296542 0.58283661 0.50687309] [ 0.15232044] [ 0.5796536 0.45977334 0.50129054 0.36922861 0.33817945 0.29898271 0.54962534 0.56634625 0.59682598 0.28362795] [-0.77449814] [ 0.63241542 0.69784414 0.51691736 0.49574206 0.47222798 0.61559587 0.55545185 0.50655591 0.60149682 0.60988346] [-1.5550909] [ 0.56900942 0.55586751 0.4984974 0.40765825 0.33076769 0.24924488 0.50146449 0.62829967 0.61033309 0.26900004] [-0.01181086] [ 0.27685256 0.67723655 0.42854467 0.70134344 0.41541955 0.75674727 0.43706512 0.4414766 0.56364193 0.63144015] [-0.57055649] [ 0.48206052 0.4738735 0.62148504 0.29288787 0.48861064 0.5421405 0.44210461 0.48796272 0.41625632 0.60908706] [ 0.3166326] [ 0.59076912 0.53427316 0.44794708 0.43315537 0.24335232 0.4184007 0.54072926 0.79016804 0.58296361 0.27430785] [ 0.11952432] [ 0.22377805 0.45565054 0.64388895 0.50334732 0.48934273 0.79433045 0.44584823 0.37761608 0.43190432 0.57933569] [ 0.51868738] [ 0.72741534 0.39726499 0.65566136 0.31085822 0.45331368 0.30782952 0.59855045 0.46361192 0.49057278 0.4866995 ] [-0.65068594] [ 0.49207207 0.54029186 0.63344618 0.35467667 0.52146852 0.59715069 0.400638 0.63401176 0.44870915 0.57862198] [-0.70446319] [ 0.34178153 0.46567964 0.44099408 0.50692905 0.48743976 0.73859867 0.38406611 0.73328437 0.41598798 0.48238866] [-0.4189705] [ 0.48754379 0.31743797 0.73000867 0.28746431 0.56879605 0.61538566 0.47175957 0.30361175 0.31093676 0.52548683] [-0.04556033] [ 0.3291399 0.66209442 0.43674731 0.61241667 0.53347673 0.67677833 0.36437261 0.44037995 0.45410777 0.64052336] [ 1.20663841] [ 0.52937035 0.55077099 0.50750763 0.43195269 0.37203593 0.39216382 0.56514243 0.66804736 0.54289171 0.30517541] [-1.10376991] [ 0.3060222 0.34720533 0.55056749 0.42283303 0.42034581 0.32610665 0.51254676 0.57506563 0.47936569 0.46959615] [-0.48419728] [ 0.5087937 0.59661012 0.40944562 0.56643565 0.32149926 0.6139658 0.51300798 0.5646082 0.48488452 0.49450864] [-0.13790029] [ 0.24605819 0.62673088 0.38664927 0.65263338 0.35564678 0.66323698 0.45867603 0.49612065 0.56480251 0.50500811] [-0.49534729] [ 0.36713999 0.71597274 0.42980305 0.5073737 0.35456486 0.55950039 0.42807528 0.51345463 0.59400258 0.54202097] [-0.10398981] [ 0.56029479 0.71140265 0.3659378 0.52985062 0.24416292 0.36152044 0.5752626 0.57552644 0.73094926 0.3695391 ] [-0.33304879] [ 0.25951374 0.41970416 0.54303079 0.53333739 0.47406437 0.56770399 0.47915322 0.494673 0.49025934 0.4928685 ] [-0.98444857] [ 0.6244964 0.44533068 0.61431532 0.28234117 0.44867174 0.61698203 0.48532211 0.44299624 0.47524911 0.53325385] [-0.63712274] [ 0.38741919 0.6845595 0.48852924 0.51965695 0.36678269 0.58519712 0.41527464 0.4778416 0.51212502 0.57839512] [-0.02569887] [ 0.69727432 0.61973186 0.63216445 0.37489181 0.30425579 0.32588041 0.58585224 0.69794708 0.60194312 0.30134712] [ 0.46828508] [ 0.50368449 0.23373657 0.73018573 0.27189914 0.5212668 0.50608614 0.39098389 0.43166546 0.41762332 0.34964137] [-0.72890283] [ 0.3241665 0.75175677 0.3151049 0.68364771 0.26427181 0.47024851 0.5162323 0.61068562 0.57086122 0.46272791] [-0.62720206] [ 0.25615888 0.54797836 0.57229579 0.49563744 0.38191635 0.48545765 0.45774831 0.43517257 0.49528231 0.42066416] [-0.63959263] [ 0.58313523 0.44164967 0.68016255 0.3720522 0.54746652 0.48056277 0.39716217 0.53462171 0.48572386 0.41900321] [-0.64823539] [ 0.39470538 0.37526171 0.6590465 0.33791914 0.42517797 0.61685687 0.42910488 0.49166311 0.47150122 0.40983033] [-0.21659852] [ 0.30797436 0.61615487 0.48282422 0.42983089 0.56664792 0.60035964 0.31694828 0.47686787 0.44812181 0.69340496] [ 0.52271746] [ 0.32204789 0.6094494 0.43129754 0.48834374 0.40126086 0.62695499 0.42514581 0.65650262 0.5391436 0.44602207] [ 0.46135684] [ 0.35091147 0.53589601 0.59671399 0.35589698 0.35521176 0.44708886 0.51579196 0.58401032 0.57827916 0.29122527] [-1.28403215] [ 0.36761286 0.44645735 0.69906582 0.33958926 0.38121679 0.50381955 0.44276596 0.46384707 0.41558407 0.3438134 ] [-1.05876496] [ 0.77038139 0.64959921 0.58248141 0.48055412 0.47722792 0.5786443 0.44251748 0.6244012 0.61722544 0.55264692] [-0.5020371] [ 0.39972352 0.68383519 0.39821619 0.58835638 0.34099114 0.79686653 0.34605886 0.67968651 0.59410525 0.6093436 ] [-0.54557934] [ 0.43096648 0.66719868 0.45178306 0.54439519 0.47866439 0.54144025 0.48758681 0.45751879 0.37300656 0.64760207] [ 0.17247657] [ 0.46064094 0.63966645 0.53256811 0.42139647 0.35988661 0.55870163 0.5295808 0.6501943 0.44074231 0.45485675] [ 0.00287303] [ 0.24774997 0.70454139 0.38201728 0.56165895 0.37853582 0.63645093 0.35980815 0.46219435 0.49237549 0.64834531] [-0.63845896] [ 0.47248662 0.50708631 0.6245685 0.35728786 0.49384069 0.51428003 0.50586342 0.50342358 0.52350757 0.54874195] [ 0.45260644] [ 0.4703265 0.75637822 0.49652078 0.60482164 0.37900432 0.58400952 0.42761179 0.65344309 0.55842689 0.55882387] [-0.31298286] [ 0.36703746 0.46808185 0.50771747 0.43610339 0.49651981 0.5441987 0.48823858 0.56020148 0.53805236 0.42300694] [ 0.19087593] [ 0.16802605 0.55454274 0.37108964 0.57109276 0.40651874 0.6594009 0.32784708 0.44188885 0.45210315 0.4418448 ] [ 0.47278255] [ 0.50010311 0.62427864 0.49093288 0.43223903 0.38384346 0.42837454 0.42481374 0.56612109 0.52004192 0.54957994] [ 0.11318475] [ 0.21905798 0.60843156 0.47863919 0.40325954 0.48180839 0.74946063 0.40951198 0.37662963 0.45211206 0.60408049] [-0.15021531] [ 0.29964709 0.56227791 0.502754 0.43592912 0.39441023 0.66888459 0.39879835 0.51253298 0.39729754 0.45360679] [-0.09338217] [ 0.31937726 0.71282946 0.45293407 0.70227615 0.42401941 0.65109122 0.32834461 0.52802842 0.54550184 0.60812495] [-0.47873352] [ 0.38371499 0.54470064 0.42541058 0.68137566 0.3770971 0.5148322 0.42516575 0.35390248 0.5294952 0.52398567] [-0.93739451] [ 0.28429087 0.65108639 0.48350899 0.39384399 0.36354041 0.5163533 0.36885683 0.53133107 0.44813834 0.39555824] [ 0.66431441] [ 0.43892342 0.43872407 0.62663323 0.32665314 0.39654433 0.46653038 0.46496229 0.45169535 0.42920694 0.36525837] [ 0.10992392] [ 0.16659801 0.63949361 0.40518671 0.5833735 0.42593656 0.78282214 0.32536663 0.51195088 0.48105686 0.53228442] [-0.22897982] [ 0.57692683 0.60388849 0.59034974 0.4399022 0.44997397 0.41727902 0.60828533 0.55361296 0.53097911 0.54655276] [-0.65742336] [ 0.64800663 0.59067424 0.6272797 0.28705486 0.50187557 0.60478129 0.54595432 0.60655521 0.49170757 0.59662366] [-0.22444083] [ 0.40096431 0.7015239 0.43263708 0.58262436 0.38337975 0.57230796 0.34147151 0.41787637 0.46958665 0.70832437] [-0.49635352] [ 0.69559372 0.57851976 0.57256755 0.53880134 0.44337254 0.47497766 0.45181238 0.56415045 0.63311742 0.38435635] [-0.32237258] [ 0.42471928 0.48727513 0.55006861 0.51945046 0.51221578 0.57186216 0.42804541 0.40127144 0.42894161 0.6436914 ] [-1.81066958] [ 0.66217274 0.64768204 0.45829952 0.4921781 0.23624943 0.26279521 0.53270645 0.59913017 0.68547233 0.28661384] [ 0.26464607] [ 0.41029322 0.69187355 0.44410902 0.59423324 0.44986531 0.68418753 0.61137878 0.58155567 0.52409699 0.59438568] [ 1.05474231] [ 0.33619331 0.63376523 0.50556603 0.62401221 0.38097864 0.50064109 0.32781807 0.57599301 0.66550338 0.43211996] [ 0.22515988] [ 0.22214979 0.61483312 0.50265184 0.46567763 0.55094864 0.69710116 0.34500289 0.38500473 0.42633915 0.66206714] [-0.10614231] [ 0.31374498 0.58787145 0.51385424 0.60377301 0.45826293 0.58736485 0.34828321 0.44688414 0.48434519 0.48298453] [-1.08386865] [ 0.63205502 0.68650856 0.47506569 0.43862853 0.28725972 0.4675323 0.50609251 0.55109016 0.60073871 0.57427621] [-0.63609486] [ 0.6547688 0.5609141 0.5681696 0.528794 0.30616765 0.3443653 0.49644164 0.55025038 0.60928656 0.35905633] [ 0.25721679] [ 0.49364959 0.52819515 0.45298536 0.52437861 0.36360515 0.40897195 0.39285567 0.45850393 0.5000637 0.48374053] [-0.2483587] [ 0.4042213 0.61263333 0.42701657 0.64785503 0.35338597 0.59858079 0.41142537 0.3453435 0.44377904 0.61736035] [-0.97946177] [ 0.38596379 0.77901127 0.34688725 0.73200217 0.21618987 0.44916619 0.44908721 0.60858927 0.57624356 0.68570578] [-0.47581475] [ 0.55906034 0.64052808 0.40785072 0.54804188 0.29197387 0.5097393 0.47258904 0.38447435 0.57852953 0.4610367 ] [ 0.15724168] [ 0.74721218 0.51164405 0.60668726 0.25317971 0.34186411 0.34678164 0.53419469 0.70450473 0.52428913 0.38126192] [ 0.01113262] [ 0.62451672 0.42767944 0.63343324 0.37162001 0.35814029 0.42446161 0.61366786 0.73004825 0.46013395 0.34866502] [-0.49734147] [ 0.25656167 0.54137641 0.47924833 0.60739593 0.52745792 0.59588955 0.38046052 0.42463165 0.50151027 0.37687942] [-0.73547403] [ 0.51135772 0.76120199 0.33723803 0.58987132 0.4141446 0.60731046 0.42042347 0.56122598 0.5403908 0.47120992] [-0.5877679] [ 0.39045385 0.57314623 0.5289775 0.50214638 0.51922771 0.51775577 0.4479773 0.30661499 0.42876526 0.49163156] [-0.82060516] [ 0.758528 0.56577242 0.56830565 0.36179404 0.29224062 0.39163383 0.52081721 0.54232319 0.67886379 0.4470325 ] [-0.65028094] [ 0.62177426 0.68621896 0.49662698 0.47282632 0.30641385 0.42017449 0.4591341 0.59694332 0.62850454 0.6451857 ] [ 0.33191409] [ 0.77705235 0.58947805 0.6344176 0.29070103 0.44837642 0.35526905 0.59190656 0.62647207 0.607198 0.37383191] [ 0.69608654] [ 0.37830808 0.57826917 0.49341759 0.62729648 0.38248854 0.43447171 0.34219565 0.55543175 0.53852185 0.41638581] [-1.07554002] [ 0.42357293 0.38569775 0.52871528 0.48025267 0.46478034 0.54757037 0.52611328 0.42537511 0.471814 0.32965127] [-0.09815629] [ 0.34550341 0.49768692 0.49078438 0.50390253 0.37028076 0.44396401 0.45810993 0.51211115 0.53295462 0.39312223] [-0.40326204] [ 0.53665743 0.45779039 0.57229446 0.26093716 0.47416721 0.51972612 0.50150615 0.62324385 0.57772483 0.39213766] [-0.50677942] [ 0.36129449 0.45620059 0.67247344 0.27723912 0.53558189 0.6053643 0.44206614 0.4367947 0.50249777 0.55427122] [-0.21659852] [ 0.30797436 0.61615487 0.48282422 0.42983089 0.56664792 0.60035964 0.31694828 0.47686787 0.44812181 0.69340496] [-0.83408823] [ 0.38471123 0.32268476 0.67220535 0.29304567 0.50218823 0.49950163 0.42630696 0.42826771 0.40775727 0.39703825] [-0.64428208] [ 0.42246919 0.66015433 0.45432688 0.56096752 0.42429244 0.49353328 0.4187569 0.45195581 0.54676822 0.60103214] [-0.71191595] [ 0.38965823 0.44374237 0.70696471 0.43974437 0.37566779 0.49697141 0.42827865 0.45242786 0.54502026 0.35324678] [ 0.02040638] [ 0.2216365 0.53045235 0.48965246 0.44236117 0.39269894 0.70746036 0.31234449 0.36210187 0.3889061 0.54381936] [-0.48769459] [ 0.41661733 0.56065979 0.44344876 0.51602596 0.41103599 0.64525023 0.41538435 0.54605468 0.4083495 0.45491725] [-0.13589344] [ 0.39596604 0.7181661 0.46622772 0.43659232 0.35319178 0.55881232 0.52935585 0.68457367 0.53521724 0.52546574] [-0.15834282] [ 0.489886 0.76468466 0.40471105 0.54007904 0.43273502 0.5952255 0.54253108 0.51194812 0.65556284 0.61912345] [-0.16378238] [ 0.27484018 0.58241019 0.43045281 0.61128274 0.38932396 0.75705914 0.39640811 0.51174491 0.40085821 0.52095039] [-0.39910537] [ 0.38515949 0.77142799 0.38017057 0.7051883 0.19569831 0.559073 0.33231176 0.47703845 0.54473039 0.53342134] [-0.36034402] [ 0.50747333 0.61708978 0.45009066 0.63933084 0.34440325 0.72167345 0.46068886 0.56201693 0.47622721 0.62347982] [ 0.05271811] [ 0.65711683 0.60709466 0.56483191 0.37046865 0.40533151 0.40328549 0.6370155 0.46731139 0.6299111 0.46776516] [-0.55140305] [ 0.66666301 0.63786085 0.50290625 0.47486203 0.34553162 0.56624877 0.39927297 0.47756504 0.60534259 0.55723644] [-0.77610108] [ 0.3372611 0.25532614 0.5955505 0.24878205 0.46078412 0.4821357 0.51411084 0.45656766 0.3952822 0.29216431] [ 0.03647022] [ 0.45269657 0.54171289 0.55109916 0.35834851 0.38238066 0.43685908 0.61662225 0.69216315 0.53433148 0.30408698] [-0.10077572] [ 0.61520199 0.22008663 0.76741228 0.19776867 0.44918298 0.32999134 0.5614954 0.68878312 0.41669623 0.24067368] [ 0.12409903] [ 0.57332361 0.61778185 0.46892646 0.42235827 0.33066478 0.36331402 0.51050708 0.63042717 0.60769456 0.39128809] [ 0.18902977] [ 0.48714049 0.65353583 0.47627649 0.45770278 0.29244873 0.39242396 0.45036751 0.62094059 0.55229046 0.40831535] [-0.24564373] [ 0.2271771 0.65415016 0.47360943 0.65223873 0.42248477 0.72708837 0.46490378 0.52521336 0.4934122 0.54533356] [-0.09200379] [ 0.18523959 0.48882923 0.65889878 0.49662207 0.42765607 0.7442354 0.4087174 0.40966752 0.40079439 0.52199128] [ 0.10202747] [ 0.64468529 0.57374455 0.52001732 0.46636048 0.27999324 0.37287591 0.54518933 0.4937344 0.59323933 0.41964639] [-0.29243483] [ 0.30404396 0.50799089 0.60944032 0.40652384 0.45914683 0.67905589 0.36866335 0.52077123 0.54075276 0.56211658] [-0.14122825] [ 0.26874977 0.70043542 0.33193827 0.70550068 0.43311009 0.68159804 0.45355634 0.50688709 0.51212958 0.63194116] [ 0.32097527] [ 0.67468755 0.4495193 0.57594268 0.34612538 0.31293156 0.40582918 0.56026209 0.72047441 0.50892845 0.26433432] [-0.39053828] [ 0.3827826 0.50429146 0.57003116 0.52958458 0.50901208 0.64661756 0.51599121 0.49718848 0.39417991 0.583349 ] [-0.17021415] [ 0.23669993 0.47452718 0.61949105 0.44708608 0.41707565 0.67160603 0.38732837 0.40092452 0.4446922 0.47157815] [-0.23546495] [ 0.58891197 0.62107216 0.55143247 0.49698219 0.32604828 0.35789753 0.4868481 0.5269878 0.62293423 0.3874362 ] [-0.27601328] [ 0.25493053 0.59491891 0.49630779 0.43643235 0.49602069 0.64494255 0.37422645 0.44175046 0.45682117 0.5674846 ] [-0.4710756] [ 0.40918465 0.56132886 0.43597932 0.58463404 0.35964317 0.47187829 0.51761096 0.59840715 0.44289349 0.32033629] [ 0.49097648] [ 0.60685651 0.71562369 0.5844887 0.31307581 0.48456254 0.51545611 0.57613682 0.56881961 0.57439325 0.61229777] [-0.31899568] [ 0.22250471 0.64116663 0.52388996 0.59480023 0.35834839 0.70683513 0.41463605 0.5148049 0.40462237 0.49056782] [ 0.51168384] [ 0.32230231 0.47547781 0.60153338 0.42986344 0.31671098 0.44674289 0.52128819 0.62642308 0.58707345 0.25465215] [-0.54747198] [ 0.43205588 0.65439539 0.52550129 0.70544243 0.50074034 0.6431495 0.43404891 0.49234816 0.58522863 0.492743 ] [-0.51331718] [ 0.48025757 0.72603044 0.39277268 0.60472981 0.23298699 0.57712572 0.41705405 0.47472248 0.6279551 0.54441683] [ 1.14487884] [ 0.55641424 0.60219372 0.54965371 0.52033529 0.44211667 0.44431824 0.41739708 0.54899176 0.65858882 0.41253733] [-0.43610127] [ 0.26990315 0.73453968 0.34810178 0.53656958 0.37094238 0.5230627 0.43877938 0.52826679 0.61844131 0.40886367] [-0.06287975] [ 0.48332936 0.70774836 0.46614212 0.65135894 0.29636893 0.63177026 0.43727616 0.40871936 0.56443456 0.56013702] [-0.1836047] [ 0.64895146 0.50283124 0.59122688 0.25450913 0.43211707 0.39269547 0.49855126 0.55617109 0.59600845 0.39493435] [-0.66800768] [ 0.64627337 0.63876265 0.57874377 0.49422384 0.40440863 0.44031627 0.52827975 0.64079652 0.6301001 0.44738124] [-0.95427742] [ 0.23614395 0.52592524 0.56604423 0.59846172 0.2440358 0.3698413 0.42565268 0.69896367 0.5008813 0.27652769] [-0.32548102] [ 0.31312435 0.31949153 0.6577769 0.32257487 0.49121778 0.57395133 0.46309218 0.36284563 0.3370189 0.478922 ] [ 0.06261587] [ 0.20847437 0.74012038 0.41045671 0.59806119 0.50110773 0.6883546 0.36490959 0.63060854 0.48343715 0.6274282 ] [ 0.23926616] [ 0.39624038 0.48833578 0.58730356 0.42044262 0.47036389 0.39723184 0.46025609 0.51497618 0.56694913 0.63000875] [-0.54933165] [ 0.42305458 0.74609905 0.42950003 0.59894516 0.33892724 0.65512686 0.49074012 0.47787313 0.67004553 0.60379852] Progress: 61.4% ... Training loss: 0.363 ... Validation loss: 0.538[ 0.70979139] [ 0.53986593 0.71467293 0.5089384 0.50973432 0.36545845 0.54044943 0.59867452 0.58091024 0.60722818 0.53660528] [-0.24887413] [ 0.49826986 0.53653387 0.48106564 0.43071924 0.5602126 0.53450541 0.54691885 0.5468547 0.39962365 0.43625353] [ 0.42980032] [ 0.14003956 0.3995398 0.66329521 0.43916887 0.49543396 0.74058851 0.3972193 0.29054766 0.34987423 0.46625105] [-0.11730914] [ 0.64999528 0.39294868 0.62288978 0.33012061 0.45096774 0.55317812 0.40864722 0.54728775 0.50331084 0.5367252 ] [ 0.34448704] [ 0.19783243 0.4651739 0.57908395 0.52036851 0.39248813 0.69595802 0.4242552 0.40846104 0.42637699 0.40830602] [-0.14836814] [ 0.28876848 0.40341808 0.60245043 0.49276375 0.41913733 0.59332273 0.4244797 0.53905602 0.40703702 0.49267489] [ 0.21688492] [ 0.45447188 0.53155672 0.56617552 0.44576057 0.39084713 0.54379768 0.47648115 0.51763442 0.50312563 0.55015379] [ 0.08767485] [ 0.34368319 0.57829413 0.51202532 0.53419686 0.49709337 0.70401923 0.48715497 0.45372193 0.45242979 0.55715568] [ 0.17999812] [ 0.32037125 0.6569739 0.31735193 0.58981033 0.49595215 0.61217361 0.33344354 0.47116469 0.42985101 0.57567112] [-1.05538705] [ 0.27852788 0.53170459 0.50498287 0.51099058 0.36603954 0.42232695 0.48106027 0.65367165 0.48402883 0.27231422] [-0.40742983] [ 0.5351178 0.59418373 0.51993923 0.46900272 0.38347783 0.37435529 0.50172053 0.68386988 0.63167716 0.34775104] [ 0.5613526] [ 0.74722995 0.50069227 0.57165766 0.3636645 0.38363866 0.38327159 0.45805639 0.47192865 0.47356284 0.53081112] [ 1.17943917] [ 0.50469049 0.6614324 0.43221383 0.71028298 0.28222434 0.51898696 0.44950788 0.42952468 0.60127326 0.52879952] [-0.14706762] [ 0.52808349 0.58598536 0.55790659 0.42388094 0.49480839 0.50603997 0.47327113 0.53479339 0.47197183 0.55257601] [ 0.73944339] [ 0.63998222 0.71576087 0.46459109 0.47482115 0.3782529 0.45528279 0.58039283 0.66757596 0.65044052 0.72672076] [ 0.64116174] [ 0.28337743 0.49067039 0.47569369 0.55399686 0.44370307 0.68111693 0.42948603 0.52830866 0.40663189 0.3974321 ] [-0.90348848] [ 0.52805946 0.68925825 0.55957378 0.46835633 0.37806174 0.48877464 0.52275411 0.59472364 0.55311662 0.45412941] [-0.09364094] [ 0.40770671 0.5936469 0.49772933 0.53332694 0.39450821 0.54024233 0.52434885 0.58193413 0.5657167 0.4243128 ] [ 0.51082846] [ 0.59456048 0.59383605 0.51759796 0.55658961 0.29205404 0.46874215 0.46674582 0.39057171 0.54363593 0.52552888] [ 1.10085085] [ 0.46591153 0.73190155 0.42856945 0.55793707 0.23806772 0.57898623 0.41427337 0.645115 0.51988544 0.55884904] [-0.08577512] [ 0.70177 0.42330582 0.53003621 0.44107534 0.46301421 0.46511203 0.55924069 0.47532339 0.54931062 0.33713578] [-0.25530144] [ 0.30963887 0.55878538 0.39841369 0.62683434 0.3411369 0.3957839 0.45035682 0.49356987 0.54785708 0.4016495 ] [ 0.01512277] [ 0.59731489 0.52671513 0.66851479 0.24752581 0.54692123 0.56424119 0.59950556 0.5408254 0.46565548 0.57945977] [ 0.84779915] [ 0.17145786 0.52353514 0.57944983 0.49269375 0.57576167 0.67493013 0.37017056 0.26981654 0.31058524 0.69456366] [ 0.46315573] [ 0.20235672 0.58696337 0.37311198 0.51279397 0.41523878 0.74112224 0.35347239 0.43796058 0.46254853 0.53286239] [ 1.71625121] [ 0.60822545 0.6768448 0.5796357 0.32630782 0.46438188 0.45825614 0.55442852 0.56514066 0.56159632 0.52414058] [-0.38895278] [ 0.41187867 0.55284249 0.5770043 0.44743861 0.46002422 0.6087145 0.49666521 0.47817596 0.40394301 0.48410529] [-0.22881806] [ 0.2231173 0.35648535 0.72282697 0.34891724 0.49193318 0.62738412 0.4259609 0.43070899 0.33156772 0.43639154] [ 0.26441681] [ 0.59323657 0.55224367 0.46493381 0.60930822 0.38204817 0.38469507 0.62443732 0.61298136 0.49997021 0.64990837] [-0.32281974] [ 0.71841047 0.41755438 0.65115966 0.33869504 0.51627233 0.47648939 0.54836765 0.52079089 0.52509154 0.42325844] [ 0.16958324] [ 0.36045951 0.69094481 0.48423835 0.64308731 0.39495328 0.77452086 0.31688325 0.58780209 0.53230816 0.66991786] [ 0.21196968] [ 0.28882754 0.61953571 0.49827295 0.64348937 0.46972575 0.70731411 0.39759468 0.44729338 0.58716581 0.54905255] [-0.15144338] [ 0.56800786 0.46545164 0.48273297 0.52279319 0.39760182 0.51296522 0.51905358 0.52329247 0.40051275 0.52189609] [-0.11730914] [ 0.64999528 0.39294868 0.62288978 0.33012061 0.45096774 0.55317812 0.40864722 0.54728775 0.50331084 0.5367252 ] [ 0.76871478] [ 0.75207596 0.52632116 0.58462494 0.41430599 0.29745767 0.40186899 0.44371666 0.44153025 0.6222745 0.44592921] [ 0.72399121] [ 0.09794492 0.58375226 0.46517951 0.61856419 0.44654895 0.78422007 0.38139215 0.37378239 0.4966424 0.51731888] [-0.35641693] [ 0.38472242 0.77863927 0.31120477 0.61996778 0.29251715 0.62540089 0.46033364 0.51647778 0.52542569 0.54149085] [ 0.06956409] [ 0.38030027 0.49004805 0.43594543 0.49128518 0.39027087 0.61058441 0.37712786 0.54984557 0.41975874 0.45992112] [ 0.24520765] [ 0.26801037 0.63528579 0.40949583 0.66189324 0.41531333 0.7382555 0.40268743 0.55891031 0.57035575 0.47332469] [ 0.30854708] [ 0.31277234 0.72447259 0.43096342 0.6216192 0.32192025 0.57671371 0.54183726 0.62357018 0.55099843 0.52170654] [ 0.18219228] [ 0.41120942 0.54262413 0.56945452 0.46262967 0.43295331 0.39946678 0.48089539 0.44982057 0.49070362 0.51197805] [ 0.35944133] [ 0.30279656 0.78631447 0.36137665 0.74150257 0.27205431 0.69260309 0.34214739 0.42232335 0.53146507 0.65047344] [ 0.48682692] [ 0.6711943 0.5647932 0.5822554 0.31256697 0.44170766 0.36511505 0.65200587 0.53391251 0.6327616 0.34340071] [-0.03280998] [ 0.75051438 0.43850111 0.61270669 0.31662743 0.31236003 0.2229713 0.53853539 0.67198926 0.51930739 0.26628233] [-0.53240539] [ 0.79980789 0.44604182 0.59629602 0.25950595 0.43238675 0.52076152 0.47928108 0.50601345 0.52829433 0.51719817] [ 0.01523701] [ 0.62186764 0.69337316 0.46958123 0.30665984 0.3833526 0.38547059 0.46650127 0.55191389 0.55412848 0.53612185] [ 0.21435203] [ 0.27099068 0.78103818 0.24935186 0.7317451 0.29337974 0.68976405 0.39697765 0.57451128 0.52362322 0.64447818] [ 0.7405385] [ 0.59140469 0.52398354 0.56118128 0.3765788 0.31951163 0.45890671 0.54206086 0.47511058 0.57134621 0.45275608] [ 0.54916231] [ 0.40799013 0.7219128 0.44691454 0.66851874 0.44720226 0.63004857 0.38451553 0.56161799 0.57395482 0.63140028] [ 1.49888262] [ 0.39929706 0.74209752 0.42519449 0.52674537 0.22685491 0.44967487 0.45526354 0.62320815 0.55831617 0.45643652] [ 0.16136876] [ 0.2901262 0.59756485 0.4341409 0.41367763 0.53885717 0.67553199 0.35862671 0.40409344 0.46038149 0.57061017] [ 0.29335489] [ 0.3552686 0.79534447 0.33672921 0.75200184 0.51129312 0.56626075 0.38920863 0.4143626 0.52190528 0.72198782] [ 0.40328885] [ 0.38900902 0.56032871 0.47073936 0.57721875 0.29716556 0.55548252 0.38149284 0.47074908 0.45406354 0.49836044] [-0.28092096] [ 0.48687246 0.58365724 0.50278913 0.43277717 0.25879808 0.32650481 0.50653034 0.60311433 0.53266621 0.33686849] [ 0.03149516] [ 0.73093083 0.4497523 0.56420854 0.412105 0.3580572 0.40277009 0.49632905 0.44866626 0.59492317 0.37552616] [ 0.33929879] [ 0.36737743 0.45899442 0.65157875 0.37725931 0.48268489 0.56447169 0.52963667 0.55826778 0.46342096 0.42859092] [ 0.47027994] [ 0.42813282 0.66729937 0.52724996 0.42534005 0.40615647 0.45015822 0.41677541 0.58969886 0.53033095 0.56435806] [-0.1076983] [ 0.3290105 0.66924597 0.36516979 0.59530218 0.28783558 0.51769126 0.4165621 0.57178784 0.51533326 0.54639157] [-0.00382857] [ 0.33203034 0.38780161 0.63884157 0.39294567 0.46446202 0.59232273 0.42882874 0.41706081 0.42099236 0.44502124] [ 0.11133623] [ 0.53218623 0.57957241 0.53811815 0.34380357 0.48905222 0.53772693 0.52050522 0.57253609 0.51963942 0.47578717] [ 1.15238564] [ 0.75324314 0.47130631 0.6138253 0.25607962 0.57021836 0.28672925 0.57003506 0.46949839 0.57981615 0.31612912] [ 0.44396608] [ 0.37420926 0.48106708 0.5625056 0.37963355 0.44442283 0.58362162 0.37495207 0.56078536 0.48399135 0.40648249] [-0.18908723] [ 0.49395333 0.71753691 0.37729238 0.56771364 0.35915972 0.64774598 0.43726515 0.6169799 0.55324271 0.58495311] [ 1.41482314] [ 0.58784357 0.79438792 0.47304362 0.56704873 0.32298783 0.44758373 0.51431912 0.64234601 0.60904156 0.56968617] [ 1.38569747] [ 0.52555123 0.62332133 0.30282702 0.56266761 0.34760308 0.48186253 0.47570861 0.38976654 0.52507117 0.71244599] [ 0.06564686] [ 0.68426538 0.69125374 0.60206267 0.55933004 0.4938421 0.50782818 0.49975889 0.54425468 0.67016693 0.5314718 ] [-0.05943199] [ 0.46384376 0.3164334 0.6657339 0.33842578 0.45958667 0.45157808 0.47343898 0.47756833 0.39285429 0.3976005 ] [ 0.26588805] [ 0.43095974 0.63590843 0.42257992 0.54528679 0.32104349 0.59571793 0.42018349 0.51504966 0.47999241 0.61875825] [ 1.21711119] [ 0.6362063 0.61031267 0.50733965 0.3831579 0.41490383 0.30030377 0.59575563 0.63950951 0.56122694 0.39655559] [ 0.3813623] [ 0.22031516 0.54626712 0.38624867 0.55802695 0.42803748 0.60270661 0.37988289 0.37204537 0.48407552 0.38046509] [-0.49252167] [ 0.63849316 0.47961582 0.66962234 0.33110074 0.48720246 0.42639802 0.53212752 0.46581167 0.49962786 0.41250518] [-0.18055129] [ 0.30518473 0.50177974 0.51389835 0.62233326 0.36975552 0.59426553 0.41247604 0.43384376 0.4441297 0.47854577] [-0.28306807] [ 0.24992099 0.39170546 0.53993321 0.63581688 0.42619196 0.53551963 0.36569862 0.45481007 0.56238716 0.33894318] [ 0.09408899] [ 0.65858141 0.6343716 0.51378197 0.32267655 0.40632828 0.48743572 0.49165162 0.42349423 0.51785984 0.5302431 ] [ 1.32500696] [ 0.46164059 0.52474932 0.3997955 0.56163498 0.33610591 0.29012249 0.48565973 0.5730857 0.47324443 0.59301229] [-0.31195596] [ 0.5310874 0.48534619 0.65680992 0.41095021 0.4948112 0.53498673 0.49914431 0.46045208 0.47622786 0.50088126] [-0.36774581] [ 0.37994548 0.5503992 0.38017639 0.5771207 0.42857357 0.67081228 0.3891087 0.59430071 0.41381327 0.46147524] [ 0.39049634] [ 0.27519248 0.3661512 0.66602399 0.42799036 0.48762188 0.63010315 0.3427663 0.2778218 0.31002054 0.45314969] [-0.1065456] [ 0.45382153 0.42029042 0.64372993 0.297135 0.58781773 0.57005621 0.47350209 0.46313186 0.52160242 0.47153793] [-1.35522051] [ 0.62562465 0.58360659 0.49226285 0.49092863 0.24802934 0.29944728 0.48368974 0.51298657 0.62071973 0.28586785] [ 0.02499106] [ 0.29084062 0.55998411 0.40748666 0.6167366 0.44583011 0.73377857 0.46496126 0.57361448 0.48165673 0.51496326] [-0.21261494] [ 0.60525121 0.44964536 0.58812399 0.54975485 0.58297206 0.45103367 0.42867931 0.45571212 0.54629958 0.33888389] [-1.25273794] [ 0.70128218 0.71064121 0.5461003 0.39558644 0.38660887 0.41401554 0.65042365 0.64524028 0.6864113 0.43381256] [ 0.34559633] [ 0.22151959 0.76563977 0.28316098 0.64335246 0.40803065 0.65767277 0.26439164 0.53545332 0.47252018 0.67923503] [ 0.20353256] [ 0.36003783 0.52104161 0.35603005 0.57848548 0.40359793 0.73876138 0.41191506 0.54490923 0.40803724 0.51621788] [ 0.43177774] [ 0.7325758 0.5605845 0.51213834 0.39350633 0.34554 0.3277858 0.497629 0.38783908 0.6202039 0.35451828] [ 0.78255278] [ 0.71585352 0.61830986 0.60130493 0.35184154 0.35590115 0.30757524 0.52060817 0.70884039 0.66239607 0.30673872] [ 0.63757737] [ 0.52499106 0.59210662 0.51416036 0.62052882 0.44391783 0.43953363 0.45999818 0.5691546 0.54105577 0.33901766] [-0.13844155] [ 0.52344283 0.58528063 0.63350724 0.61018911 0.45320702 0.53245937 0.40255741 0.53077391 0.57620595 0.49900692] [-0.10186768] [ 0.70102023 0.51278543 0.60921649 0.28272134 0.43216168 0.49090713 0.51470845 0.49097063 0.52671072 0.43583579] [ 0.1492193] [ 0.74775898 0.53403997 0.51500029 0.38299511 0.33463392 0.27018012 0.48285142 0.4265449 0.5715708 0.44084745] [-0.56453992] [ 0.29292086 0.4585775 0.59550509 0.55153894 0.33676704 0.59504319 0.42636458 0.46351207 0.44724948 0.38922552] [ 0.24075199] [ 0.73435147 0.61158084 0.61073074 0.36672176 0.43584648 0.3506911 0.56282311 0.60813229 0.62631541 0.37707846] [ 0.16898047] [ 0.43138703 0.62373688 0.41781186 0.58932883 0.26381107 0.59115533 0.43072243 0.54038772 0.49716946 0.45006175] [-0.11048261] [ 0.30568645 0.27821601 0.67001312 0.32496027 0.49261092 0.56699124 0.4634993 0.33038766 0.36146336 0.28965109] [-0.88334843] [ 0.54068983 0.61819725 0.45315469 0.56736858 0.30945358 0.36630392 0.54968877 0.69290661 0.60960799 0.30334268] [ 0.32129748] [ 0.27634918 0.7420364 0.4766651 0.59949295 0.40367636 0.78316015 0.48771327 0.46755198 0.63701705 0.6933226 ] [-0.05223965] [ 0.35549202 0.52503373 0.5805057 0.42692847 0.40550581 0.48312788 0.51261668 0.47126224 0.52185937 0.43261049] [-0.59295845] [ 0.33443733 0.41538191 0.46070203 0.580108 0.44535031 0.51460676 0.42849953 0.51248172 0.39558414 0.3035208 ] [ 0.16606333] [ 0.32783082 0.42796072 0.61916365 0.36809866 0.52238559 0.7314461 0.32545495 0.422668 0.36633853 0.56427857] [ 0.48884127] [ 0.16993785 0.52972546 0.5117995 0.61380444 0.49714086 0.79946118 0.33014033 0.48090872 0.48159062 0.55055812] [ 0.38639964] [ 0.22596402 0.76241786 0.34537286 0.64524146 0.39055027 0.70291088 0.48991181 0.64350445 0.48096273 0.56117965] [-0.2848956] [ 0.32054505 0.61501787 0.34465266 0.69590182 0.33749132 0.45918485 0.39652031 0.37860155 0.43408551 0.48129003] [-1.20496164] [ 0.43956925 0.57254739 0.51429451 0.35846764 0.28915393 0.41021087 0.4681814 0.65864594 0.5179103 0.34927558] [ 0.01562965] [ 0.54925502 0.63109606 0.41927429 0.37365998 0.4103083 0.60884767 0.49467613 0.52198484 0.44959127 0.51294292] [ 0.18484428] [ 0.61327159 0.64585254 0.44860298 0.53818342 0.38002419 0.38752462 0.51128208 0.70757857 0.6752838 0.29180448] [ 0.0677625] [ 0.36436556 0.52956414 0.58128223 0.28732723 0.50442196 0.59026276 0.37726586 0.58172856 0.46801645 0.5405806 ] [ 0.24855006] [ 0.19143044 0.43502787 0.63990178 0.49813584 0.46560055 0.74734092 0.4489669 0.38979197 0.45769612 0.48022895] [ 1.11310205] [ 0.43921799 0.52386575 0.46811971 0.47796038 0.36597609 0.42308469 0.45254867 0.47605919 0.46346819 0.50250441] [-0.16541028] [ 0.71783589 0.57569601 0.490348 0.42935569 0.24134965 0.4608666 0.47494032 0.46477918 0.51521218 0.44042693] [ 1.00089362] [ 0.81696299 0.58015829 0.62868396 0.30006419 0.44830747 0.38697606 0.61115373 0.55321635 0.55687907 0.49443883] [-0.02673749] [ 0.51743636 0.64107813 0.44590464 0.53557639 0.50281494 0.50987154 0.47465326 0.48186354 0.54942369 0.60631195] [ 0.17047769] [ 0.30460401 0.72463964 0.46922955 0.72383819 0.38281238 0.55152025 0.40975611 0.61771235 0.56623818 0.671574 ] [ 0.01072205] [ 0.34803087 0.6684885 0.32914519 0.72794351 0.31466793 0.49560265 0.34866055 0.26752059 0.48920047 0.50381577] [ 0.22646056] [ 0.39479752 0.73436753 0.42004146 0.59750377 0.39702845 0.65433182 0.35500073 0.3628086 0.52094981 0.65042646] [-0.07309937] [ 0.5111875 0.48704184 0.59311048 0.40164554 0.50063735 0.60346488 0.4724148 0.39907025 0.36017328 0.52067606] [ 0.65336382] [ 0.14903653 0.48555082 0.49625286 0.54022406 0.50528252 0.77877443 0.35938381 0.39300265 0.41439149 0.5932728 ] [ 0.27321928] [ 0.35125631 0.46090736 0.56223697 0.5800685 0.51099893 0.60256384 0.39663149 0.36857473 0.50367946 0.44215397] [-0.01793919] [ 0.41569574 0.47368752 0.5241387 0.48643312 0.48419398 0.69030526 0.3761908 0.55762212 0.43990842 0.62205399] [ 1.4947901] [ 0.59992252 0.51863662 0.56824077 0.35420573 0.34786414 0.34169068 0.54070332 0.50340968 0.53675522 0.33186511] [ 0.28611644] [ 0.70303532 0.51484058 0.54105364 0.36760587 0.41799083 0.4072973 0.45588002 0.44264345 0.58711886 0.39999226] [ 0.14104151] [ 0.41309159 0.63946355 0.40945801 0.71033491 0.48327107 0.55515691 0.39265659 0.53621478 0.53229017 0.63577736] [-0.93640138] [ 0.30214884 0.6208317 0.54036462 0.44392172 0.3787093 0.4591272 0.4652943 0.50243932 0.58268032 0.38327939] [ 0.19004029] [ 0.26628561 0.48611797 0.54654749 0.47755376 0.43932704 0.73037758 0.45744268 0.51382173 0.37247871 0.52340977] [ 0.16763407] [ 0.52668986 0.49001528 0.58842003 0.44913848 0.40809219 0.36070691 0.42002206 0.49106159 0.55519841 0.3996794 ] [ 0.04000794] [ 0.48261145 0.50559441 0.49924594 0.32318438 0.44520065 0.65847187 0.50735086 0.53006285 0.35398253 0.48136287] [ 1.41105411] [ 0.63189805 0.61864097 0.44815721 0.51817589 0.34018777 0.37170082 0.50428296 0.47650645 0.5800741 0.58328541] [-0.17277354] [ 0.64100563 0.6062179 0.46155043 0.5641157 0.26501179 0.44594986 0.44503657 0.52629307 0.61808249 0.40061816] Progress: 61.7% ... Training loss: 0.311 ... Validation loss: 0.478[-1.41553044] [ 0.51905052 0.41793608 0.55825808 0.40979598 0.35146438 0.42404794 0.48645051 0.72426102 0.54447552 0.25948391] [-0.92298879] [ 0.5019948 0.56348013 0.49944568 0.64858026 0.53228822 0.50784714 0.50621961 0.5503624 0.49993767 0.38381507] [-0.91680619] [ 0.43873597 0.79211606 0.36839089 0.57114747 0.23069788 0.57144289 0.4530961 0.51194679 0.66623033 0.58950815] [ 0.44607853] [ 0.5876279 0.72901727 0.4863984 0.46861482 0.26653589 0.33813986 0.57842505 0.78508937 0.58119151 0.42616006] [-0.27678813] [ 0.25251998 0.63514753 0.555382 0.43211432 0.45335163 0.56102039 0.51463726 0.43143528 0.5271261 0.56968019] [-0.43745566] [ 0.73270184 0.71729043 0.54846811 0.49875749 0.37533511 0.55712436 0.48765327 0.70493202 0.57687836 0.53976843] [ 0.00547068] [ 0.41497374 0.29476159 0.67036187 0.29847844 0.50434174 0.49981279 0.45599386 0.50770578 0.40946676 0.33187284] [-0.60311412] [ 0.32335992 0.5166874 0.52737059 0.35103388 0.37475394 0.4680331 0.41166078 0.518382 0.48440471 0.31989336] [ 0.23363242] [ 0.34149201 0.54788259 0.58107831 0.5474157 0.37032467 0.50959805 0.41199488 0.51036787 0.5754957 0.41800681] [ 0.15750553] [ 0.17623581 0.7158173 0.3981216 0.60071221 0.4006501 0.73526253 0.38566219 0.58002578 0.46594854 0.5444147 ] [-0.75479812] [ 0.60496388 0.80206636 0.52490424 0.34395871 0.45567276 0.69973302 0.60718028 0.44623778 0.68117958 0.72393679] [ 0.11177786] [ 0.25450247 0.59341154 0.35863245 0.62220346 0.45043562 0.85223282 0.33868979 0.64760921 0.46901576 0.57961861] [-0.02034018] [ 0.23907546 0.61612662 0.45108028 0.54134954 0.48261496 0.60022224 0.38695306 0.51557198 0.56005218 0.547007 ] [-0.33976003] [ 0.27391474 0.32226727 0.6641146 0.40074685 0.49625967 0.57975523 0.55358595 0.3849564 0.41468905 0.42880253] [ 0.71599364] [ 0.61744011 0.64399149 0.47684919 0.43921524 0.36048937 0.39669687 0.4422497 0.5409609 0.5555747 0.56969587] [-0.11040931] [ 0.51394159 0.55686269 0.53236592 0.58097676 0.29662719 0.51492883 0.46147235 0.49647876 0.46083634 0.40535618] [ 0.86843518] [ 0.48344933 0.50579045 0.59823681 0.31758466 0.50195801 0.60578308 0.42877716 0.62958406 0.60932783 0.51024678] [ 0.36182882] [ 0.31574156 0.73754516 0.35607105 0.64424476 0.4065882 0.55675153 0.53694925 0.62446903 0.48860257 0.56742512] [-1.04681766] [ 0.57879922 0.56350538 0.61844983 0.2051323 0.35899638 0.36981721 0.58365335 0.65557307 0.5168311 0.31938415] [-1.36243963] [ 0.8487297 0.716525 0.56925065 0.31959202 0.38759974 0.55332682 0.63298964 0.57949745 0.69590855 0.58658257] [-0.23345215] [ 0.31577783 0.51629664 0.5110758 0.4290407 0.42387506 0.50617135 0.45322211 0.37648849 0.49110707 0.34493499] [-0.12711655] [ 0.41780176 0.86795005 0.34520102 0.66216456 0.4285532 0.68651307 0.40240295 0.55763455 0.6121527 0.8045805 ] [-0.39093922] [ 0.48975946 0.62281989 0.61539077 0.44412903 0.44216328 0.59894781 0.44168464 0.55259204 0.48568179 0.50689447] [-0.68855507] [ 0.51758045 0.56891791 0.5381235 0.63703566 0.53288467 0.4484417 0.44803573 0.60058936 0.52553171 0.46940487] [ 0.90559219] [ 0.63544107 0.66413051 0.42219234 0.50446487 0.20244977 0.33686066 0.50811311 0.73426965 0.64707877 0.30480167] [-0.30000745] [ 0.53073543 0.68480294 0.47963426 0.6535806 0.47815214 0.61028286 0.42544315 0.54449069 0.57910485 0.58423428] [ 0.21795519] [ 0.33226803 0.55916856 0.4828443 0.53293653 0.44697411 0.75537404 0.40690392 0.58702278 0.43985448 0.50575546] [-1.85960402] [ 0.60348351 0.618628 0.46703634 0.4377064 0.27172006 0.30327144 0.53291562 0.5789396 0.54237185 0.34412409] [-0.55320168] [ 0.33745799 0.67040955 0.32477519 0.54975211 0.40381755 0.70036353 0.386301 0.71314938 0.61528255 0.45002889] [-0.50350841] [ 0.4811419 0.68333203 0.45639851 0.61948689 0.52892991 0.55521304 0.33398061 0.54975231 0.47535101 0.6584576 ] [-0.3490491] [ 0.57974769 0.6793917 0.54598521 0.45116555 0.42540195 0.55937539 0.54275974 0.56728279 0.59706636 0.57896329] [-0.70580682] [ 0.56268208 0.44240535 0.48868073 0.25339689 0.32917311 0.3408031 0.52579585 0.67169172 0.53209163 0.2343093 ] [-0.30793881] [ 0.42445882 0.43773387 0.58930291 0.29721897 0.48439123 0.62533543 0.43074862 0.33995994 0.36876966 0.49993315] [-0.02996417] [ 0.47563686 0.45415004 0.62608554 0.20730478 0.68528611 0.74433825 0.50095826 0.34015263 0.32381123 0.65567174] [-1.95390748] [ 0.64610836 0.49664911 0.53500636 0.40313056 0.31294102 0.24922529 0.48911429 0.58585595 0.57411959 0.25151957] [-0.02118924] [ 0.1797916 0.40399623 0.61379538 0.49483153 0.40032406 0.68413021 0.45069914 0.42039933 0.42435977 0.36999957] [-0.66609384] [ 0.52433623 0.80259883 0.39561382 0.59938013 0.43108509 0.58372853 0.42359481 0.56417392 0.58054322 0.70751227] [-0.34318829] [ 0.51505999 0.50174851 0.56482022 0.41520754 0.46839068 0.69781344 0.5299905 0.48729322 0.41978681 0.60453467] [ 0.27003471] [ 0.27589676 0.33547236 0.54332195 0.36769903 0.57046096 0.51456529 0.35697616 0.4005722 0.39677507 0.32060974] [-0.37621645] [ 0.74161886 0.63571504 0.5021338 0.32938683 0.37815426 0.2451057 0.5717376 0.61058559 0.61886586 0.46304225] [ 0.63999558] [ 0.18075894 0.49113294 0.5155467 0.47781 0.61282925 0.80098281 0.37483795 0.37799582 0.32738916 0.62264476] [-0.25295702] [ 0.57888743 0.71695805 0.46582006 0.56018293 0.18840269 0.36961813 0.52375889 0.78660447 0.60993741 0.31914336] [-0.66702704] [ 0.79037485 0.55492193 0.591599 0.26796729 0.25026556 0.29309638 0.54874589 0.55226719 0.60964103 0.36356439] [-0.47429878] [ 0.42962959 0.49424366 0.63111568 0.39952808 0.49859493 0.61470082 0.41824617 0.5075338 0.45908905 0.51025357] [-0.14746781] [ 0.4134009 0.67699316 0.40863833 0.52630246 0.5050482 0.62675146 0.34213553 0.41355409 0.48408899 0.65955356] [ 0.90046601] [ 0.5894535 0.47089179 0.51678644 0.34340631 0.30641544 0.43579328 0.57301745 0.75571842 0.53144602 0.27329426] [ 0.24490626] [ 0.41051155 0.63905368 0.30932419 0.70187755 0.33844692 0.45506673 0.44278941 0.43568032 0.57507084 0.73280053] [ 0.29753139] [ 0.65987986 0.57255976 0.52725706 0.49360532 0.36709111 0.42735577 0.57460859 0.63227648 0.53449985 0.52648855] [-0.08892928] [ 0.3372207 0.37023794 0.72729591 0.36608505 0.4529097 0.65161988 0.39553225 0.4165167 0.48242996 0.49056676] [ 0.09570885] [ 0.23565086 0.4572958 0.60023015 0.46951486 0.47312321 0.60378453 0.39786734 0.44068856 0.53591252 0.56550519] [-0.47138016] [ 0.57835741 0.59790377 0.48381965 0.49023907 0.45291858 0.49171172 0.51827685 0.56551121 0.59616861 0.61191303] [ 0.42477707] [ 0.16677979 0.41243392 0.66011122 0.46734346 0.46315863 0.79678232 0.37187092 0.34094361 0.34320388 0.57274759] [ 0.21965069] [ 0.26693035 0.66600636 0.55147857 0.41212332 0.46662568 0.78366987 0.37819588 0.51464261 0.49451305 0.6632462 ] [ 0.17351526] [ 0.20816734 0.74018788 0.41068492 0.59789824 0.50086413 0.68891317 0.36493798 0.63090062 0.48344733 0.62660092] [-0.18144014] [ 0.42363009 0.49308593 0.51195082 0.48536929 0.4438009 0.40426661 0.51587033 0.53196527 0.53737133 0.50119549] [-0.68560741] [ 0.39057433 0.66605372 0.46106443 0.57527109 0.4420617 0.60302511 0.48010063 0.49005834 0.65762505 0.50374304] [ 0.09615036] [ 0.39431585 0.7170146 0.46262738 0.66252241 0.55943464 0.5758046 0.3799102 0.41736935 0.42760498 0.7265098 ] [-0.4234832] [ 0.40446378 0.6743494 0.40273199 0.62422414 0.33874123 0.55428149 0.35438283 0.45704659 0.56520582 0.50391599] [-0.98610444] [ 0.24781761 0.73137554 0.45204923 0.57399294 0.30348061 0.48169354 0.43117604 0.5529802 0.65224608 0.40404724] [-0.19915] [ 0.4457681 0.29116087 0.65315031 0.40831093 0.53615781 0.65743856 0.53796418 0.52276713 0.29996765 0.50972149] [-0.73798337] [ 0.8050855 0.45434593 0.65172334 0.20044799 0.35270437 0.27261962 0.6238585 0.65368013 0.52510875 0.27333669] [-0.03175675] [ 0.51420996 0.57793668 0.64383347 0.25105846 0.57258512 0.43505034 0.46844472 0.48043574 0.55432552 0.49067985] [ 0.05522403] [ 0.68398395 0.56626194 0.5235219 0.2647957 0.41559624 0.42306645 0.46616529 0.5209805 0.56931729 0.47952149] [ 0.2554087] [ 0.51724163 0.60277941 0.48541936 0.47919994 0.28432745 0.61632809 0.38485211 0.64994103 0.556646 0.47607034] [-0.46774857] [ 0.70502801 0.39521501 0.64533442 0.34845939 0.5618336 0.34844466 0.50827243 0.49906542 0.48547857 0.36758088] [-0.16860116] [ 0.68897337 0.35196037 0.64614853 0.3286347 0.48470203 0.49144835 0.57433654 0.55698157 0.38677866 0.41001318] [-0.37503847] [ 0.4296369 0.72012069 0.44721323 0.54855022 0.42330904 0.72098567 0.54858713 0.4395129 0.65415095 0.64906434] [-0.69414529] [ 0.37849872 0.65403268 0.39725252 0.62434455 0.37254907 0.58103349 0.56350671 0.65575269 0.54138085 0.35471586] [ 0.25081412] [ 0.75707787 0.64546856 0.532048 0.35361599 0.30207466 0.2381051 0.54726761 0.69807208 0.58826588 0.46946859] [ 0.25769593] [ 0.62145744 0.75415622 0.45584854 0.4762059 0.30744995 0.56386235 0.54397583 0.57331152 0.68687889 0.63269857] [ 0.59661084] [ 0.15573838 0.68905458 0.34813065 0.71118504 0.47296791 0.80601959 0.43091701 0.45498545 0.49081469 0.65091412] [ 0.13930903] [ 0.28199138 0.34789712 0.66103064 0.38882239 0.49537956 0.622746 0.36624098 0.30728824 0.34090717 0.44377203] [-0.44994207] [ 0.58287201 0.63843317 0.51600999 0.35040563 0.45810731 0.42795124 0.4691111 0.4985222 0.53129422 0.54964251] [-0.16443694] [ 0.67799875 0.63023759 0.49080467 0.36222239 0.33788071 0.38354661 0.47927552 0.48675371 0.5539195 0.40407549] [ 0.02309472] [ 0.25010839 0.6759322 0.44713427 0.52761694 0.45914011 0.64327869 0.36134737 0.37491366 0.43953226 0.58313289] [ 0.53205983] [ 0.30131337 0.5703644 0.46832291 0.46776242 0.38336272 0.44278993 0.45113204 0.56996618 0.45554821 0.33555648] [ 0.10757266] [ 0.42588799 0.66729751 0.57354836 0.62344991 0.49701779 0.68390025 0.43186669 0.49209595 0.50318027 0.55766082] [ 0.13405597] [ 0.51163767 0.69356846 0.45586152 0.64340736 0.26006469 0.63109258 0.35670151 0.34107047 0.51809141 0.61629385] [-0.21068968] [ 0.5979119 0.57616735 0.56362158 0.60677096 0.46630198 0.59284079 0.42028671 0.53879887 0.60025169 0.48289384] [-0.34879027] [ 0.68941307 0.47079439 0.5875043 0.40373154 0.49806069 0.42634763 0.5234823 0.48043225 0.49459026 0.32663083] [-0.19814072] [ 0.62714355 0.52975185 0.5713956 0.30836103 0.43154708 0.60527504 0.55547182 0.51341216 0.39932188 0.54268168] [ 0.44499216] [ 0.75222206 0.51394902 0.58684024 0.2003771 0.32269195 0.20388646 0.55161371 0.65181985 0.59900872 0.2812948 ] [ 0.40330252] [ 0.66256448 0.31606975 0.65014077 0.236083 0.360739 0.3232833 0.53736771 0.64366258 0.47314506 0.31593872] [ 0.09907136] [ 0.79745038 0.63770371 0.53292176 0.23932289 0.31653169 0.22321107 0.56493099 0.67087909 0.62793848 0.47414507] [-0.57332037] [ 0.53586735 0.58496467 0.51709507 0.48280785 0.27624438 0.33085557 0.46355959 0.69210839 0.56156712 0.37100609] [-0.49651587] [ 0.55742464 0.74790826 0.49201269 0.49937803 0.39366586 0.76144054 0.4818632 0.55466922 0.58823829 0.68764293] [-0.82156319] [ 0.32971566 0.53566573 0.52634982 0.55103285 0.35832122 0.62834641 0.35409635 0.6527222 0.47491043 0.42165593] [ 0.11687621] [ 0.16044513 0.48298412 0.52407389 0.47646261 0.46202654 0.70969951 0.43222201 0.40853303 0.47930886 0.52689994] [-0.3592475] [ 0.3265846 0.49396873 0.4781963 0.43353036 0.46165889 0.58748109 0.41557326 0.45224588 0.48976315 0.45308119] [ 0.26608176] [ 0.4539931 0.62226265 0.46686175 0.6315405 0.24769498 0.63672025 0.36995551 0.50255068 0.507926 0.48157882] [ 0.24800521] [ 0.5636496 0.61642948 0.5033337 0.4877079 0.41043259 0.43148032 0.49609034 0.46287789 0.56351709 0.51115506] [ 0.17066555] [ 0.49440008 0.61777444 0.40737307 0.58512655 0.2875307 0.29105382 0.5024849 0.53216871 0.55291962 0.45628993] [-0.10679028] [ 0.43047483 0.31237727 0.67880357 0.34608418 0.55800029 0.42195236 0.4533614 0.46575071 0.38204485 0.49211864] [ 0.234145] [ 0.43730206 0.4832498 0.47923062 0.39991881 0.43479009 0.49606996 0.42534728 0.54549124 0.59427248 0.34273481] [-0.22402516] [ 0.50608788 0.52638999 0.59564588 0.26345003 0.3950969 0.55967775 0.46171348 0.48499544 0.45806419 0.43435562] [-0.90820478] [ 0.75901115 0.50439658 0.58799356 0.23769575 0.28045792 0.2120625 0.514141 0.63283985 0.58715227 0.26567962] [-0.23634124] [ 0.51264373 0.4859741 0.5062976 0.53474343 0.39494365 0.41788016 0.53977781 0.48494164 0.48761707 0.36211037] [-0.52085062] [ 0.57863504 0.49311012 0.50392811 0.40326936 0.43683332 0.58296165 0.40595397 0.51657934 0.45137761 0.5840092 ] [-0.27056181] [ 0.54420489 0.69223994 0.3762932 0.67865104 0.23013477 0.28208224 0.52358833 0.62755809 0.60125805 0.62663499] [ 0.37860522] [ 0.15819819 0.37280082 0.61999781 0.60984265 0.36586548 0.7309485 0.29420352 0.36911137 0.36773644 0.43050398] [-0.35485407] [ 0.65500981 0.72448107 0.59906295 0.47092058 0.41531925 0.51183305 0.57494376 0.57047094 0.69250084 0.56473385] [-0.29301317] [ 0.30335008 0.67370096 0.3668564 0.33911785 0.36321661 0.4513867 0.49785188 0.54468622 0.61058327 0.35844937] [-0.30014788] [ 0.24555821 0.57733035 0.44520564 0.46397904 0.3903985 0.64977178 0.4165233 0.41087962 0.44818762 0.47641079] [ 0.32346818] [ 0.31325675 0.59379245 0.50940193 0.37369945 0.46599806 0.54544256 0.3241189 0.43209412 0.4938359 0.41831182] [-0.17504899] [ 0.66804232 0.71087704 0.47438759 0.30630791 0.41312798 0.58119481 0.55683753 0.53053318 0.5567021 0.52718268] [-0.17056653] [ 0.4339611 0.59390369 0.43037402 0.60416352 0.3835846 0.70424617 0.44530247 0.37729024 0.55948086 0.58431637] [ 0.02266344] [ 0.43559735 0.50773248 0.66414316 0.3042387 0.54108266 0.63704025 0.42161302 0.5255236 0.55023464 0.58141803] [-0.34172967] [ 0.22347595 0.57078894 0.50474243 0.45412322 0.41950826 0.65162857 0.37434874 0.47850103 0.40142609 0.44442178] [-0.13629458] [ 0.46702721 0.64095232 0.39831619 0.60872885 0.26747458 0.56286555 0.47735738 0.72219469 0.51392983 0.39291516] [ 0.19355721] [ 0.47247178 0.63933428 0.38307268 0.52640048 0.3166578 0.42766116 0.48593697 0.57431614 0.60464442 0.43569444] [ 0.03184881] [ 0.54113826 0.4715058 0.48279683 0.45718076 0.29491726 0.51824553 0.49436493 0.41885651 0.48956241 0.43684137] [-0.46183657] [ 0.31800851 0.6417726 0.37995814 0.64430792 0.36531322 0.60344522 0.47122809 0.50837659 0.55220048 0.58593353] [-0.09910754] [ 0.38001197 0.6624382 0.42253963 0.67516808 0.55621306 0.59507248 0.39339329 0.40313141 0.39109794 0.52030793] [-0.36917442] [ 0.50100843 0.53616751 0.49128743 0.47992773 0.4396807 0.60546213 0.46543478 0.58775387 0.5148152 0.42080136] [-0.16263999] [ 0.48106957 0.45205155 0.58831497 0.4834184 0.42501918 0.44304836 0.43853477 0.46596462 0.47576647 0.39915377] [-0.15060324] [ 0.36793594 0.65675947 0.4967189 0.56488938 0.34956027 0.54502955 0.4710651 0.59549385 0.43926208 0.48439326] [ 0.22812689] [ 0.69298661 0.33771231 0.70717095 0.2080636 0.41588648 0.28500849 0.58477012 0.56458487 0.51663348 0.22756068] [ 0.05754158] [ 0.52610407 0.50709398 0.52957528 0.57221129 0.38938131 0.40345692 0.54346716 0.57764396 0.58805699 0.26423008] [ 0.31806216] [ 0.4745032 0.59215926 0.40140191 0.61013821 0.37938743 0.37843626 0.45845011 0.4992879 0.56138109 0.66237733] [-0.0702684] [ 0.7137966 0.41758955 0.65151953 0.25340153 0.45789536 0.35295538 0.63158505 0.56385738 0.48691137 0.33205184] [-0.0713979] [ 0.56722258 0.66577517 0.4610143 0.3563217 0.42803231 0.44651516 0.46003692 0.64003955 0.65094822 0.52463871] [-0.08780154] [ 0.54011299 0.73550481 0.43371248 0.43147087 0.35660535 0.47651759 0.49769438 0.49718852 0.66679586 0.57388286] [ 0.09031909] [ 0.35053528 0.6730851 0.51074115 0.7227405 0.52083147 0.68355125 0.39927303 0.49888544 0.52297421 0.69255491] [-0.36178993] [ 0.55334383 0.48757494 0.50347275 0.30572096 0.4515165 0.57825871 0.53530002 0.5202481 0.40569031 0.44608191] [-0.0652573] [ 0.39843636 0.61969992 0.41542669 0.57063262 0.41089961 0.49860149 0.35963994 0.4904302 0.48269168 0.66714506] [ 0.04696079] [ 0.56095457 0.56998076 0.56525443 0.61948618 0.40974798 0.4190834 0.47085536 0.59849258 0.55463491 0.4100493 ] [-0.38062723] [ 0.3787749 0.64021858 0.40625985 0.68938119 0.41545424 0.5648024 0.42731918 0.45300305 0.41574261 0.54301063] [-0.69507453] [ 0.74698293 0.50229304 0.56496902 0.36637649 0.44328434 0.38184682 0.49426235 0.48096351 0.49766017 0.51104032] Progress: 62.0% ... Training loss: 0.359 ... Validation loss: 0.537[-0.0048841] [ 0.34464802 0.53303892 0.54932013 0.51662568 0.39241706 0.70356357 0.3480686 0.42224405 0.41927534 0.52558162] [ 0.23234673] [ 0.25367541 0.63242241 0.39364465 0.7235466 0.3868432 0.66847641 0.43804606 0.38686957 0.54147778 0.54101944] [-0.13020653] [ 0.3436896 0.66137297 0.41353637 0.63892716 0.30708457 0.75994172 0.419262 0.59587322 0.55068475 0.58307107] [-0.27857839] [ 0.69867204 0.65101901 0.51110655 0.35949001 0.39057475 0.33089985 0.44348507 0.54218158 0.6437246 0.58128025] [ 0.80726203] [ 0.47157238 0.60962066 0.57231349 0.63958903 0.48175754 0.59892957 0.33053938 0.49066767 0.54295604 0.52690612] [ 0.31768306] [ 0.50961298 0.18457249 0.79346963 0.23737865 0.61745986 0.54475719 0.47294115 0.37995908 0.36211937 0.45191487] [ 0.40408019] [ 0.49492945 0.57978663 0.50847919 0.42179192 0.42375614 0.43049169 0.56048161 0.59308644 0.42868512 0.46332687] [-0.27497448] [ 0.71934146 0.58158749 0.49441791 0.40036672 0.36333479 0.48520329 0.43407224 0.57615263 0.51454188 0.59121938] [ 1.15878061] [ 0.45077736 0.55843054 0.46909367 0.46890687 0.32975359 0.5008477 0.42219489 0.41111765 0.55061121 0.46022142] [-0.20198551] [ 0.46280388 0.69181711 0.47420406 0.61778739 0.43740915 0.55225809 0.38550623 0.55361968 0.59666631 0.52210378] [-0.2950293] [ 0.44461893 0.77702703 0.31753462 0.63619695 0.38789024 0.56238463 0.32458776 0.47694714 0.58392496 0.60388637] [-0.47276999] [ 0.78166579 0.64243519 0.62716236 0.4591865 0.46532634 0.55013152 0.50280396 0.62493317 0.63865543 0.56232677] [ 0.23444494] [ 0.48301943 0.59971076 0.41823598 0.68464761 0.33193254 0.59828779 0.38856816 0.40220127 0.53797394 0.56969613] [ 0.59542521] [ 0.37154661 0.42300756 0.5451343 0.45113793 0.48018735 0.60247048 0.40542125 0.46705831 0.55930801 0.48006971] [ 0.72019651] [ 0.60846158 0.64669023 0.46361585 0.3483248 0.29550597 0.34513176 0.48872347 0.52328194 0.58762241 0.40694048] [-0.28287437] [ 0.45950346 0.54775885 0.50599609 0.57551525 0.35105916 0.61353964 0.46917874 0.38589879 0.54143172 0.50853458] [-0.08212845] [ 0.54647642 0.50448617 0.58250317 0.38942135 0.50115372 0.63007969 0.43492521 0.61283075 0.62600247 0.49059318] [-0.16644236] [ 0.32124498 0.66847061 0.37100292 0.63023669 0.37608693 0.5186996 0.36626972 0.4121638 0.46527462 0.55717757] [ 0.28963094] [ 0.27616952 0.43770221 0.56326875 0.43194995 0.39261641 0.57552102 0.48554286 0.57122561 0.54270378 0.31544909] [-0.15202528] [ 0.42056129 0.62483071 0.47043078 0.62845317 0.49426372 0.65494785 0.34941092 0.56680742 0.48069977 0.5776097 ] [ 0.06426502] [ 0.15737119 0.45209812 0.53547646 0.51214447 0.46282584 0.60035849 0.51122816 0.42329895 0.46719918 0.47233403] [ 0.21263754] [ 0.42327721 0.75040172 0.39237752 0.62537505 0.23071196 0.48022906 0.50497372 0.71284936 0.65306899 0.41181048] [ 1.18674567] [ 0.67228405 0.55702218 0.52410267 0.44606454 0.31434974 0.36141271 0.5863668 0.64841976 0.58194321 0.26707792] [-0.1968269] [ 0.42209673 0.46800248 0.5128652 0.46650421 0.46407056 0.58726878 0.37048446 0.4892659 0.33230172 0.45233471] [ 0.68631151] [ 0.49141071 0.54785288 0.43327155 0.59144512 0.37601465 0.53550729 0.5732821 0.65454818 0.50181693 0.32315205] [ 0.08924686] [ 0.30928285 0.50176452 0.56463548 0.48504714 0.43337958 0.72319414 0.45523403 0.48062592 0.34589065 0.52818398] [-1.08892] [ 0.4803472 0.69899582 0.42380087 0.54276128 0.24672368 0.36530439 0.51016494 0.64560937 0.63384446 0.39632197] [ 0.03743595] [ 0.40633957 0.61084676 0.47307168 0.51743966 0.31066796 0.65233898 0.43960042 0.48240149 0.47785128 0.61307436] [-0.25464758] [ 0.63194153 0.63158137 0.41180237 0.57130154 0.33346673 0.43368438 0.47460869 0.40539167 0.60210251 0.51435889] [ 1.63951254] [ 0.53567266 0.64849031 0.57564935 0.5942982 0.42294007 0.59071868 0.37485877 0.56928619 0.62884105 0.57145288] [ 0.4075364] [ 0.25161675 0.30230907 0.64839718 0.42705148 0.61457348 0.65801918 0.39910935 0.3185108 0.32584526 0.50122375] [-0.65132885] [ 0.43921093 0.55364321 0.54225138 0.46600841 0.3070658 0.49332038 0.42500127 0.75560951 0.56768241 0.33229383] [ 0.03837163] [ 0.45655174 0.4949935 0.47172262 0.45751654 0.3250315 0.58983825 0.38715962 0.42219251 0.36623939 0.50480699] [ 0.34620681] [ 0.38952914 0.41952566 0.53596379 0.37838283 0.4668347 0.49937206 0.41774096 0.49941842 0.47135716 0.67942216] [-0.25595214] [ 0.43786619 0.42688866 0.6333082 0.4522569 0.49365203 0.61248577 0.42057176 0.30940825 0.38664088 0.45836675] [-0.43505781] [ 0.44023225 0.70815691 0.38126999 0.62047271 0.26369599 0.62553039 0.43210053 0.62072558 0.53525501 0.48729687] [-0.26346095] [ 0.65368756 0.42115683 0.62194451 0.4668146 0.50528346 0.37510171 0.52157927 0.45354062 0.48625629 0.35014433] [-0.1102033] [ 0.42056824 0.68477507 0.48149898 0.51264795 0.3712067 0.67808312 0.37140475 0.48246977 0.53788058 0.61449143] [ 0.03957114] [ 0.35431237 0.30613899 0.65686079 0.32851015 0.41820344 0.48605665 0.52253369 0.46187685 0.46838977 0.27054414] [-0.15004484] [ 0.71682765 0.63935894 0.57556732 0.47644146 0.42171792 0.49868946 0.45822148 0.63334026 0.65708137 0.50946745] [ 0.18677146] [ 0.28956234 0.54102799 0.61845849 0.39938422 0.45858831 0.60916502 0.48365531 0.42036883 0.5830342 0.48400047] [-1.16221143] [ 0.41653326 0.44801897 0.67339947 0.32444478 0.30353665 0.48425292 0.47230019 0.57516377 0.52589554 0.33766068] [ 1.4639008] [ 0.57802838 0.80332737 0.29590243 0.52095646 0.23867947 0.35516446 0.58404208 0.70187101 0.67626326 0.35159383] [ 0.25988599] [ 0.70549543 0.60026041 0.58958261 0.36793063 0.5399501 0.38316909 0.49707264 0.51646186 0.5577498 0.56044253] [ 0.63134201] [ 0.7301258 0.58483549 0.53378217 0.52053499 0.24636389 0.35487808 0.53138233 0.59865221 0.60031444 0.36421134] [ 1.23706673] [ 0.71952713 0.55071082 0.58242263 0.39179312 0.43731385 0.37838618 0.52241921 0.5881826 0.60954383 0.36801118] [-0.30398639] [ 0.52850699 0.67752348 0.39256305 0.58985193 0.33853097 0.56647967 0.37968739 0.3639232 0.4748769 0.58612741] [ 0.21972312] [ 0.17138527 0.35000623 0.58984639 0.43508025 0.50577542 0.70349222 0.43720807 0.38822989 0.40705188 0.48574955] [-0.1335998] [ 0.43311308 0.70633514 0.56348095 0.40785226 0.48292302 0.62717619 0.48475962 0.58802117 0.56325532 0.63895292] [ 0.50937964] [ 0.22779185 0.66065414 0.51596405 0.54772787 0.47475937 0.76039632 0.44123579 0.38149211 0.52526223 0.64939998] [ 0.92215941] [ 0.79013716 0.42922286 0.53219848 0.47816009 0.34802141 0.38338691 0.52959371 0.40992744 0.59675158 0.48838134] [-0.09921765] [ 0.57596078 0.56483781 0.45242919 0.55743939 0.3628228 0.38980034 0.4424796 0.45000356 0.58892957 0.35807069] [ 1.03864091] [ 0.43561694 0.42097482 0.4467041 0.53223912 0.30347483 0.37198784 0.43412149 0.42534879 0.56474253 0.28946085] [ 0.46527735] [ 0.57169642 0.6982904 0.52310455 0.51220785 0.42712303 0.47266839 0.52680261 0.5325134 0.64473454 0.45927313] [ 0.15052544] [ 0.55175686 0.76540254 0.39700411 0.59203151 0.27311319 0.61903809 0.42304328 0.40668277 0.62192874 0.6640103 ] [-0.2081564] [ 0.63239226 0.73800601 0.40879684 0.43385906 0.38512155 0.39794017 0.53842711 0.48079235 0.65616428 0.68890895] [ 0.35256307] [ 0.56125025 0.59301803 0.52633584 0.34143556 0.37801495 0.43299483 0.57444524 0.42144943 0.64654886 0.45628092] [ 0.40959682] [ 0.3419911 0.61618687 0.4824229 0.60580853 0.38465983 0.5813891 0.36463293 0.46503389 0.42885703 0.64405432] [-0.06535119] [ 0.4944149 0.5551908 0.54169624 0.59227228 0.38115123 0.39275505 0.48800219 0.70328905 0.56781095 0.33269002] [ 0.18985036] [ 0.25241595 0.70645519 0.47545063 0.58351798 0.33072922 0.72116904 0.48859089 0.60515406 0.48248438 0.52553994] [ 0.59519626] [ 0.51438538 0.39781017 0.64663485 0.26454361 0.5362643 0.48180703 0.46407333 0.45957439 0.50434971 0.46734647] [-0.30208162] [ 0.5457015 0.5910718 0.52362926 0.50167736 0.48243337 0.49624281 0.42612083 0.5248727 0.59887784 0.57843828] [-0.17418925] [ 0.32049509 0.41987124 0.5318644 0.35844688 0.4789438 0.61351159 0.45516803 0.34548021 0.43939498 0.34762277] [ 0.62494228] [ 0.46670965 0.5956103 0.57780751 0.35545707 0.45692748 0.54874732 0.4047728 0.48099145 0.51865324 0.615356 ] [ 0.06656133] [ 0.21737482 0.64070775 0.33714489 0.56323873 0.37987502 0.46350498 0.34663213 0.5889786 0.48470987 0.48480268] [-0.03653647] [ 0.35898463 0.78220858 0.44472889 0.68348386 0.31882073 0.66090464 0.34945341 0.57279206 0.60217746 0.59131555] [ 0.05489506] [ 0.47358764 0.48206085 0.6400528 0.31030034 0.3386719 0.35402192 0.55044075 0.64901308 0.53077275 0.28484167] [ 0.69943216] [ 0.11727752 0.38546599 0.64294627 0.48564076 0.56446483 0.77501005 0.40553258 0.2538438 0.39518843 0.50358167] [ 0.01235536] [ 0.64505797 0.65979081 0.43816837 0.63000523 0.34722403 0.48295469 0.48340867 0.62680713 0.50877082 0.66472075] [ 1.82026471] [ 0.59763415 0.33601366 0.63115762 0.36986422 0.42336365 0.47505532 0.50627981 0.55410145 0.43103996 0.29971656] [-0.06216877] [ 0.54897142 0.70393675 0.44920157 0.48777075 0.3063169 0.45409148 0.41057083 0.52669421 0.59725953 0.48847328] [-0.10930803] [ 0.38147565 0.52079777 0.5074136 0.47235694 0.53541149 0.59298654 0.48845921 0.38773413 0.33927369 0.54709491] [ 1.3874502] [ 0.40805823 0.74148969 0.42827131 0.52012759 0.22195342 0.43335189 0.46070624 0.6356499 0.56510821 0.44145346] [-0.09888268] [ 0.34169531 0.53266095 0.6484968 0.32365021 0.56848597 0.57897696 0.42766358 0.56213227 0.4367927 0.58007643] [ 0.14298305] [ 0.30305921 0.52756583 0.48467248 0.44603763 0.33954008 0.52661847 0.46750664 0.46515157 0.5123504 0.36578162] [ 0.40898054] [ 0.44796239 0.65219342 0.43291648 0.51946715 0.31885049 0.42690918 0.36316361 0.4633789 0.59583247 0.46973321] [ 0.25788283] [ 0.43148261 0.6354883 0.42185473 0.54530143 0.32157821 0.59495855 0.41939352 0.51323534 0.47922642 0.6186413 ] [-0.01942856] [ 0.28592913 0.64870592 0.45632994 0.57051147 0.41814893 0.48399603 0.44469265 0.64199224 0.62246702 0.38744018] [ 0.36794199] [ 0.3070128 0.39611245 0.48454679 0.4604477 0.58822288 0.7218352 0.32351331 0.46339458 0.3824915 0.5242083 ] [ 0.24638717] [ 0.39608843 0.73643249 0.419165 0.67855366 0.31966327 0.5598133 0.52170463 0.60862002 0.59026981 0.47356475] [-0.0202727] [ 0.40898429 0.48723077 0.58987154 0.38907676 0.43329862 0.56580169 0.62436849 0.58135377 0.42606035 0.46309623] [ 0.35477455] [ 0.25526349 0.55510388 0.46744557 0.57234903 0.37515176 0.4587806 0.48642504 0.61856611 0.53074808 0.3257777 ] [-0.80596747] [ 0.52970712 0.76119859 0.54055786 0.49097856 0.44084759 0.52065859 0.46930053 0.60194432 0.57211391 0.55984826] [ 0.25411381] [ 0.24732132 0.67592219 0.44633561 0.52875542 0.4605755 0.6483585 0.36002792 0.37178716 0.43798727 0.58604974] [-0.26160998] [ 0.48074754 0.27506305 0.71573387 0.34078576 0.48020632 0.43908129 0.44223151 0.44931373 0.33798709 0.45720846] [ 0.39842457] [ 0.62039816 0.48660853 0.46470151 0.51626475 0.37616945 0.43912676 0.61438777 0.64054744 0.54658683 0.34041602] [ 1.01395655] [ 0.67028075 0.70426622 0.54498746 0.40618824 0.36850807 0.58934436 0.56747642 0.5332573 0.56923201 0.57825813] [-0.42593036] [ 0.71840489 0.5938456 0.67378277 0.15289423 0.46996772 0.43195955 0.53895766 0.6928303 0.58547465 0.45839998] [ 0.63389087] [ 0.18302372 0.72068265 0.35435516 0.51001025 0.41741656 0.73302076 0.25952312 0.39584831 0.43881464 0.65480776] [-0.36037681] [ 0.41431275 0.50716626 0.42952613 0.49471707 0.4840291 0.52560114 0.39556298 0.37817391 0.40896524 0.47983177] [ 0.01622565] [ 0.38509745 0.71025661 0.36200989 0.64742842 0.4507085 0.61443036 0.3623277 0.53972588 0.44912684 0.6888047 ] [ 0.02705262] [ 0.83982672 0.57937581 0.59197831 0.18642136 0.27700543 0.27547613 0.67602474 0.66837102 0.70238509 0.35138276] [ 0.40057438] [ 0.27917428 0.64782463 0.49076599 0.56483698 0.4442855 0.75457864 0.39233252 0.5658187 0.533764 0.52142369] [-0.32563811] [ 0.4896378 0.28858323 0.67572269 0.2369726 0.51648197 0.55947407 0.53217246 0.62390611 0.46224768 0.35236271] [ 0.57143537] [ 0.65571993 0.42406862 0.50150702 0.34547545 0.45961994 0.27637868 0.49546396 0.39808733 0.56174464 0.28242758] [ 0.58407178] [ 0.46771408 0.6655694 0.52594533 0.6828087 0.38511114 0.56793282 0.46122094 0.55589015 0.55611209 0.555861 ] [-0.26562474] [ 0.45758699 0.69371423 0.37380923 0.56958121 0.44329712 0.55598651 0.33301928 0.44227639 0.52032232 0.5805895 ] [ 0.63613768] [ 0.34206845 0.57385999 0.40398959 0.64820415 0.25890002 0.53184833 0.39022133 0.57336985 0.49687106 0.47726019] [ 0.06672944] [ 0.29143997 0.54950887 0.50599527 0.41488308 0.53382536 0.68617056 0.34618104 0.4947728 0.45663493 0.61307617] [ 0.61663384] [ 0.33018314 0.52600128 0.53431751 0.39700802 0.41134831 0.5226427 0.43961247 0.51555317 0.4718435 0.37033212] [ 0.17943458] [ 0.17413446 0.52213277 0.48661739 0.61297218 0.39566163 0.71930684 0.41588496 0.55073108 0.43967375 0.51412148] [ 0.31740662] [ 0.22500391 0.61921676 0.46324883 0.4874331 0.35297424 0.76758887 0.37722301 0.46092282 0.46590175 0.56693603] [-0.1932388] [ 0.75062143 0.44932994 0.67089635 0.37465302 0.57048154 0.47408433 0.45730628 0.50476378 0.49158164 0.43392346] [-0.34837666] [ 0.44190149 0.60508263 0.54758164 0.3277732 0.4162262 0.42481117 0.48494824 0.66390699 0.60442697 0.39866153] [ 0.03158909] [ 0.46816768 0.32178398 0.62434328 0.24245801 0.55980792 0.56614294 0.44239905 0.543395 0.44240257 0.38900598] [ 0.75128858] [ 0.59637216 0.62355126 0.50034044 0.46596661 0.2983329 0.2942509 0.46903693 0.68090991 0.5477752 0.47709791] [ 0.28386206] [ 0.17206517 0.57183593 0.42471396 0.61370209 0.38516814 0.67174256 0.35630096 0.39915031 0.49326363 0.48278178] [ 0.59206308] [ 0.12405057 0.61904929 0.42660202 0.68724005 0.49650519 0.70462601 0.32115644 0.44700739 0.4935426 0.51337581] [ 0.07530369] [ 0.36134039 0.71329982 0.36093691 0.63175039 0.4066647 0.67919867 0.44448024 0.7020321 0.56774493 0.44810707] [ 0.00690735] [ 0.45833701 0.29131188 0.68744247 0.40352593 0.37013788 0.59744612 0.45757053 0.49150675 0.48652572 0.33826245] [ 0.4630222] [ 0.75818901 0.60072997 0.58936825 0.29721654 0.49237554 0.37333546 0.52660153 0.53769512 0.5961583 0.41129721] [ 0.24796358] [ 0.40605378 0.70762603 0.50931806 0.71396474 0.52846273 0.73087193 0.43853257 0.4594579 0.58833079 0.62068893] [ 0.50755025] [ 0.256479 0.51739052 0.53523624 0.48211862 0.49848024 0.75451955 0.33340358 0.48551798 0.42056065 0.56546856] [-0.23853939] [ 0.43703757 0.4094918 0.64236413 0.24736959 0.611912 0.45759432 0.49995259 0.44825073 0.5016968 0.41275008] [-0.26611004] [ 0.64374424 0.48534586 0.62118023 0.33587453 0.43259492 0.48486333 0.5772486 0.50722388 0.4768169 0.44548671] [ 0.77413988] [ 0.70620348 0.45398892 0.64211008 0.30167203 0.51442973 0.35116497 0.55660821 0.48213284 0.50142382 0.44400483] [-0.01831841] [ 0.51811761 0.45906111 0.64234013 0.4493105 0.5067965 0.54111115 0.51396274 0.50160387 0.47702292 0.50577691] [ 0.05036965] [ 0.21729126 0.50384086 0.43530419 0.44100964 0.38754569 0.57723092 0.50068845 0.46846076 0.47801739 0.45011969] [ 0.71464027] [ 0.65533548 0.71223194 0.42483061 0.49082023 0.25113731 0.39821564 0.53752792 0.56933596 0.67562688 0.43813753] [ 0.35455841] [ 0.1274065 0.59428212 0.48162441 0.71429758 0.35420981 0.63596641 0.39926431 0.49183152 0.50325383 0.53317145] [ 0.47013829] [ 0.7078322 0.63734375 0.5776336 0.29149307 0.46443897 0.56009946 0.56046786 0.54446395 0.60566887 0.53621242] [ 0.17001389] [ 0.28652126 0.55156866 0.59558979 0.4506398 0.44911389 0.73709024 0.43396612 0.50645764 0.47112772 0.6031861 ] [ 0.09733587] [ 0.46717742 0.61828264 0.56413771 0.62523731 0.42849155 0.56353421 0.46978286 0.52732833 0.52056365 0.54816385] [ 0.01891602] [ 0.56370334 0.59081099 0.46397032 0.37183997 0.43764852 0.38142728 0.45741375 0.45408576 0.62122468 0.41285462] [-0.02989578] [ 0.49612941 0.51840636 0.65040245 0.3321689 0.53854739 0.53474799 0.45488763 0.54925039 0.4636893 0.58187988] [ 0.37518118] [ 0.31094383 0.44612465 0.68439818 0.35113063 0.53879518 0.58658326 0.44584516 0.39732266 0.46895456 0.51322878] [ 0.7916931] [ 0.40984389 0.53464345 0.54312007 0.50298146 0.35066088 0.63694034 0.45696126 0.68482555 0.38637838 0.42761493] [ 0.2066751] [ 0.27786249 0.48423836 0.57265108 0.41637978 0.56225257 0.55427011 0.4099728 0.34532608 0.51034626 0.4684034 ] Progress: 62.3% ... Training loss: 0.317 ... Validation loss: 0.489[-1.27798674] [ 0.84442551 0.71607258 0.56418347 0.32482194 0.39560386 0.56836697 0.62591011 0.56172784 0.68832425 0.60076745] [ 0.15832413] [ 0.19641097 0.7779984 0.35416394 0.67595861 0.43717981 0.61587249 0.39486846 0.46524045 0.41181833 0.68291894] [ 0.34226925] [ 0.65844649 0.66158302 0.3886998 0.40527381 0.27923489 0.50704986 0.45011072 0.44427913 0.54076618 0.48837572] [-0.29611211] [ 0.53204021 0.61575852 0.45237117 0.51540194 0.41647062 0.42836654 0.48822062 0.58079473 0.61657503 0.52650278] [ 1.00134303] [ 0.52567276 0.38590911 0.52689855 0.50525626 0.23712605 0.28804371 0.50906055 0.62613508 0.53385572 0.21310661] [-0.68305327] [ 0.43336983 0.66966311 0.36062774 0.55542622 0.36830375 0.4646755 0.4636407 0.30876007 0.52425508 0.51513773] [-0.60568738] [ 0.52296029 0.33957282 0.71804919 0.32327983 0.55841343 0.55740041 0.4781239 0.40799091 0.49130701 0.47202948] [-0.0553937] [ 0.49954678 0.70792795 0.42497232 0.57201458 0.38367279 0.56901584 0.38472006 0.56989784 0.5805134 0.46374788] [-0.44473098] [ 0.79935688 0.37779325 0.56182198 0.4554329 0.42371098 0.3654958 0.58790747 0.58602844 0.49447845 0.56842272] [-0.23956472] [ 0.32797132 0.75665276 0.38951717 0.63933856 0.2250527 0.56731371 0.38137021 0.44892564 0.63116127 0.54413448] [ 1.41685437] [ 0.57886717 0.79539171 0.36308398 0.55498902 0.20902518 0.35566659 0.58810619 0.78653634 0.71168747 0.28556482] [-0.32963484] [ 0.31442354 0.53783013 0.57821643 0.42639543 0.45598261 0.60195695 0.47470571 0.53263377 0.53358577 0.56674256] [ 0.26398761] [ 0.29711342 0.68734343 0.45184094 0.59586947 0.31548804 0.6405817 0.35928857 0.42158644 0.45086719 0.62351559] [ 0.24199885] [ 0.73258784 0.51451998 0.52035673 0.28707885 0.37001058 0.33829955 0.45884294 0.55128573 0.57237075 0.36714943] [-0.40543451] [ 0.33921443 0.36685964 0.52695534 0.33440641 0.47948176 0.47174024 0.51319758 0.47516529 0.42122474 0.32814329] [-0.27912257] [ 0.35206011 0.57253624 0.4645273 0.62305653 0.33068304 0.5988425 0.42610286 0.37196622 0.49341467 0.50045339] [-0.61802184] [ 0.26770394 0.44852955 0.65227895 0.46939069 0.33971406 0.59200691 0.43063037 0.47600936 0.49980205 0.38631932] [-0.14182291] [ 0.37765138 0.62243558 0.53918371 0.33656004 0.34298999 0.52895956 0.48307896 0.48920123 0.5306629 0.43459434] [-0.43956646] [ 0.5763215 0.30801439 0.71388882 0.29262979 0.39603477 0.54729305 0.51645612 0.48615993 0.50890484 0.34045432] [ 0.58892042] [ 0.66627194 0.68217498 0.51778639 0.35294842 0.38353251 0.44562321 0.57662131 0.6189209 0.53743966 0.52333479] [ 0.20676366] [ 0.56327497 0.60234884 0.47289479 0.46325259 0.25388314 0.36665232 0.44282709 0.55121591 0.45946043 0.48097971] [-1.05421801] [ 0.40985146 0.73405156 0.43232843 0.60796067 0.2287773 0.46997684 0.43124098 0.6247423 0.54220156 0.50553968] [-0.11116452] [ 0.45515912 0.63269512 0.48661866 0.63724477 0.34328095 0.76062966 0.45211186 0.611529 0.45259974 0.59239663] [-0.30012737] [ 0.32805582 0.16570083 0.8139738 0.24711978 0.56935773 0.66559623 0.45767226 0.42407807 0.35840739 0.43223212] [ 0.03760765] [ 0.17330866 0.493031 0.50476195 0.55995633 0.50006311 0.62729338 0.45626169 0.46150066 0.46268443 0.38265724] [-0.04935233] [ 0.41765764 0.2945242 0.67118563 0.29648178 0.5016685 0.49440891 0.45762591 0.51228502 0.41133263 0.32793633] [-0.20973759] [ 0.48242163 0.67597254 0.44578245 0.62310291 0.25107652 0.44009155 0.48602785 0.57018522 0.57138743 0.52243479] [ 0.15722929] [ 0.30213048 0.34817559 0.74137144 0.37136737 0.49466815 0.64288338 0.44403718 0.42537865 0.44086928 0.46494419] [ 0.66324817] [ 0.67497935 0.60088753 0.51164241 0.4656466 0.25528084 0.39790842 0.47718694 0.53406931 0.52309699 0.40896502] [-0.29045291] [ 0.54166263 0.47527783 0.54645257 0.32752467 0.40387634 0.69838018 0.41981905 0.6579291 0.46468741 0.4724052 ] [-0.03946357] [ 0.49057897 0.71405118 0.52110213 0.5930837 0.34958729 0.6437914 0.42302849 0.43947797 0.53186458 0.55369818] [-1.16215859] [ 0.53619952 0.37326511 0.71391285 0.24236732 0.30822166 0.36473367 0.50764195 0.58113417 0.51601266 0.23868696] [-0.53059728] [ 0.50817654 0.71874315 0.40538625 0.44251046 0.48072822 0.69444124 0.4106092 0.55811423 0.47790191 0.65082736] [-0.24770672] [ 0.33475771 0.39263747 0.54270452 0.4240743 0.51876225 0.57565159 0.51187992 0.53663001 0.37390259 0.48139507] [ 0.20452854] [ 0.55213044 0.69556497 0.45458945 0.50231659 0.44657778 0.61600169 0.43128751 0.54521675 0.53310073 0.57201273] [-0.35011355] [ 0.39183665 0.38173599 0.54076077 0.59872249 0.49520581 0.56109603 0.44818985 0.4956325 0.44353572 0.32561136] [-0.9602623] [ 0.35226591 0.60322405 0.52511729 0.54251398 0.3128758 0.57095577 0.43309247 0.55177235 0.43108096 0.37203082] [-0.16484696] [ 0.43299896 0.66667101 0.43657285 0.66305004 0.26043396 0.67113118 0.3830455 0.40812122 0.52395767 0.61873427] [-0.20575247] [ 0.23731208 0.4289325 0.43721069 0.37987534 0.49265834 0.58487347 0.41704079 0.46716709 0.41693138 0.40263147] [ 0.19438208] [ 0.16623561 0.36396271 0.59843588 0.48548685 0.45702126 0.76451508 0.41817199 0.36917481 0.40543597 0.49907738] [ 1.4920146] [ 0.64819331 0.76864803 0.45913796 0.58717065 0.35992181 0.33472774 0.53230263 0.69240701 0.73837629 0.31157736] [ 1.14907538] [ 0.42962749 0.59814135 0.39591332 0.57643083 0.35505789 0.41308121 0.39818764 0.51442156 0.54929008 0.50897086] [-0.18519942] [ 0.27513645 0.56275993 0.49491466 0.46765033 0.43790754 0.67458999 0.37400537 0.37255513 0.45594311 0.49481925] [-0.32402875] [ 0.2317508 0.59301676 0.40889138 0.58802225 0.41166981 0.60659233 0.46563379 0.61895871 0.59446036 0.46128421] [-0.04826158] [ 0.19142 0.21580921 0.72049427 0.41204395 0.57887993 0.68220656 0.43218737 0.25476055 0.32797507 0.34879723] [-0.55418164] [ 0.49295048 0.74143782 0.35171473 0.5776749 0.32437092 0.59056441 0.34842034 0.44727147 0.54943992 0.62173567] [ 0.37784128] [ 0.21582747 0.6710887 0.45559307 0.49266194 0.51242765 0.74611347 0.33701662 0.40951795 0.44150666 0.69564422] [-0.94439851] [ 0.37090925 0.57221606 0.36400343 0.58081006 0.38592309 0.57373634 0.43496256 0.60346528 0.46760463 0.42472817] [-0.4302329] [ 0.44168199 0.32794782 0.57863004 0.44271496 0.34122414 0.69278645 0.38748932 0.53270985 0.37590723 0.37014579] [-0.10678638] [ 0.59190841 0.70905059 0.372428 0.38980681 0.37286648 0.46326086 0.43495524 0.45693757 0.57119909 0.46794037] [ 1.7040367] [ 0.5616886 0.57100776 0.51096977 0.39983291 0.40971888 0.42375146 0.58758924 0.65057632 0.63016765 0.28860725] [ 0.76700384] [ 0.47787779 0.43313886 0.62052443 0.3755882 0.50334206 0.55450766 0.47039279 0.49603202 0.34552364 0.52516579] [ 0.04651146] [ 0.57777336 0.32202628 0.64050169 0.47125426 0.56122712 0.56807063 0.53777371 0.53970726 0.40413564 0.45086333] [ 0.52359984] [ 0.68723207 0.55488269 0.56217757 0.36508178 0.43047519 0.43580383 0.52099034 0.57508767 0.66228935 0.39289762] [-0.10841791] [ 0.26599178 0.37719372 0.65807608 0.43722103 0.54716308 0.58365384 0.50772691 0.367739 0.39490198 0.46941935] [-0.07875456] [ 0.24898756 0.53421299 0.40930121 0.51000564 0.41315473 0.67509814 0.3489629 0.41308143 0.39303858 0.45772549] [-0.13681842] [ 0.32781875 0.50049814 0.58720408 0.32589207 0.4734034 0.5684833 0.51591195 0.60991215 0.38483059 0.471476 ] [-0.31837761] [ 0.72919283 0.66606275 0.46370021 0.34340442 0.33814785 0.38481669 0.44398346 0.59728295 0.58059285 0.5178376 ] [-0.07061419] [ 0.38482014 0.52938749 0.47134144 0.56500994 0.35499101 0.5805401 0.41434345 0.38195198 0.41357 0.53415641] [-0.23591973] [ 0.35558828 0.28804211 0.64802198 0.39726351 0.45734839 0.37566167 0.46833448 0.46072654 0.43410276 0.46132156] [-0.19608745] [ 0.26701726 0.68659851 0.38503173 0.47702308 0.48365456 0.62807678 0.38056444 0.40735805 0.51817593 0.57287002] [-0.59726096] [ 0.30203608 0.36201675 0.575981 0.36554176 0.51971993 0.45579405 0.42363492 0.45020279 0.45775493 0.30925442] [-0.60886806] [ 0.35259515 0.75358367 0.35007524 0.55832097 0.31208882 0.57703345 0.37191769 0.55213801 0.53581228 0.59883735] [-0.81276652] [ 0.42112696 0.77266952 0.3093537 0.67290263 0.31147397 0.53577818 0.45130575 0.57654253 0.56173204 0.56202688] [-0.26963685] [ 0.35429709 0.38638814 0.66031882 0.32855873 0.37030053 0.61191861 0.43990667 0.4533319 0.38356404 0.3785919 ] [ 0.00454263] [ 0.27744671 0.8034173 0.28207936 0.66650785 0.44020029 0.71279957 0.48976661 0.5114765 0.42589813 0.6223159 ] [-0.06396246] [ 0.43783458 0.73896385 0.49673652 0.63216706 0.36416136 0.59666594 0.35248439 0.53304715 0.56607271 0.56337762] [ 0.27712274] [ 0.57597507 0.72610339 0.46316787 0.44726548 0.34857694 0.40505063 0.62354987 0.68053862 0.65385142 0.32763589] [-0.20013741] [ 0.53528428 0.33445664 0.6488284 0.40529592 0.59838259 0.55274271 0.4803621 0.40705521 0.36929718 0.38985818] [-0.09771936] [ 0.25132491 0.49557646 0.56188595 0.49458395 0.43349276 0.67356283 0.48966622 0.41631462 0.45662497 0.48474333] [ 1.20738247] [ 0.69236776 0.72563319 0.53761809 0.40672045 0.30587377 0.30653319 0.51091516 0.73968547 0.72368492 0.32425854] [ 0.05064862] [ 0.15289352 0.35262444 0.54644246 0.50461787 0.4980254 0.7165973 0.41906873 0.46506003 0.35405929 0.40756223] [-1.26188653] [ 0.44376486 0.4696109 0.55643411 0.2074956 0.3203916 0.42655145 0.50366233 0.64045107 0.51469473 0.32909473] [-0.42032023] [ 0.38394445 0.54343175 0.4244155 0.68022057 0.37550559 0.50982283 0.42456701 0.35368484 0.52937667 0.52065125] [ 0.08793997] [ 0.41094189 0.66114512 0.49790881 0.54349078 0.31397258 0.53163591 0.44793327 0.47350304 0.49592221 0.44634797] [-0.3982303] [ 0.31778681 0.45076097 0.57439393 0.54238985 0.48506581 0.44273604 0.47242741 0.52902618 0.48956442 0.38140109] [ 0.1958343] [ 0.37510424 0.60949206 0.49404547 0.66821631 0.51272895 0.56038709 0.3628076 0.5103248 0.58909866 0.48109509] [-0.83673863] [ 0.75869116 0.50362289 0.60755642 0.4014201 0.24299784 0.31424559 0.52526203 0.57477549 0.53734207 0.3470545 ] [-0.25316497] [ 0.56160754 0.63683687 0.48198231 0.43728533 0.47907327 0.45534869 0.48299487 0.40789625 0.63462418 0.62344352] [-0.12494805] [ 0.23498613 0.67615245 0.41332414 0.62625974 0.41542575 0.66726136 0.45287115 0.49361012 0.40333448 0.57193993] [-0.35436242] [ 0.38115102 0.73778881 0.44525509 0.61125544 0.45356483 0.64566092 0.51469826 0.54592895 0.48924025 0.58750272] [ 0.89671538] [ 0.68341951 0.77660479 0.48499603 0.40565104 0.26877795 0.32252542 0.58350354 0.68798996 0.70011797 0.56300553] [-0.10909639] [ 0.22362635 0.48188021 0.5033451 0.65298326 0.44504523 0.63242478 0.2875012 0.45326973 0.53941794 0.47260109] [ 0.25957148] [ 0.53483533 0.65889367 0.36981585 0.59089797 0.29801027 0.60389456 0.40460067 0.40801813 0.5413135 0.52935247] [-0.18964772] [ 0.33380431 0.35921203 0.50825327 0.26000547 0.48965905 0.42739824 0.46562871 0.46438957 0.4599021 0.26806878] [ 0.20786343] [ 0.54206569 0.49161374 0.48441036 0.56802378 0.36332019 0.47893437 0.4099656 0.39397467 0.50042361 0.43687243] [-0.90813218] [ 0.76000358 0.71118923 0.47940452 0.34162007 0.25220567 0.48796273 0.56256623 0.47543059 0.61254373 0.55937329] [-0.48891294] [ 0.7186548 0.39633732 0.57736595 0.34866566 0.2700024 0.45798621 0.47260938 0.58079182 0.38951371 0.36857984] [-0.30851202] [ 0.47705004 0.7675485 0.39650457 0.42964562 0.40266859 0.43442156 0.51290711 0.50605459 0.64744405 0.68717091] [ 0.1347273] [ 0.67770667 0.5934703 0.54039864 0.49854544 0.32042813 0.45507347 0.49513305 0.46211679 0.52363681 0.46366694] [ 0.51861464] [ 0.66623337 0.58077081 0.55769952 0.5000505 0.41301651 0.30621132 0.54189224 0.70625653 0.56706392 0.41486575] [-0.34808001] [ 0.52950358 0.39034033 0.56877816 0.33385507 0.44033505 0.60815772 0.48615862 0.48066458 0.31132701 0.40744688] [-0.30872755] [ 0.46567192 0.48671933 0.44765922 0.55873727 0.49391746 0.47652889 0.47753101 0.58249489 0.35446371 0.51537931] [-0.38675186] [ 0.32829053 0.52793595 0.46349608 0.53560186 0.35577877 0.51856519 0.43368927 0.4797502 0.48812845 0.39683648] [-0.09485133] [ 0.32524371 0.39521516 0.5232803 0.33321933 0.52928251 0.653255 0.38756534 0.36896182 0.39285752 0.49375512] [ 1.23313562] [ 0.51858483 0.72787701 0.43931681 0.38983357 0.35319893 0.34857553 0.43012178 0.57230776 0.59411715 0.50277646] [-0.51652043] [ 0.38206623 0.68349992 0.48567792 0.52126352 0.36801832 0.58933486 0.41161358 0.47040282 0.5084614 0.58136924] [-0.0581522] [ 0.15883519 0.60511351 0.5146428 0.62456666 0.44074438 0.67191159 0.38847855 0.40049295 0.52680548 0.50073719] [ 0.10707841] [ 0.53153753 0.57144238 0.5690119 0.61763426 0.58993895 0.58531638 0.48943203 0.53706418 0.54730577 0.46851597] [ 0.38216986] [ 0.27281322 0.52940228 0.59643095 0.57625955 0.32988035 0.56672041 0.40842229 0.53202438 0.48805258 0.33794709] [-0.28356007] [ 0.46274708 0.69004834 0.40828551 0.62967409 0.36586119 0.54852876 0.40767208 0.31522843 0.47733544 0.64187246] [-0.0713644] [ 0.4090656 0.65978338 0.4853844 0.58797622 0.47550779 0.62699106 0.49089403 0.6545753 0.47575526 0.495096 ] [ 0.74713955] [ 0.42573673 0.73110806 0.39451826 0.69994223 0.45160568 0.58843418 0.41981637 0.63596731 0.54660174 0.57673659] [-0.51721497] [ 0.37776045 0.38657192 0.66719444 0.44679275 0.37986657 0.50902791 0.53306735 0.48916688 0.46360196 0.3771056 ] [-1.1816866] [ 0.8572773 0.71676884 0.56325839 0.33107723 0.40001005 0.49048255 0.63913715 0.59504158 0.61788044 0.63990706] [ 0.15931905] [ 0.25616586 0.52668459 0.51322503 0.45951539 0.49067986 0.74786851 0.35343815 0.53323734 0.4730708 0.56021672] [-0.36646518] [ 0.46566976 0.3089001 0.55746102 0.35663505 0.48165713 0.41448408 0.44487693 0.4803925 0.32057279 0.64028389] [-0.02902015] [ 0.44859426 0.69947655 0.53651904 0.57725853 0.37087702 0.59522625 0.55032475 0.52146062 0.5785516 0.5811379 ] [-0.54904198] [ 0.75904746 0.60546943 0.57152614 0.32192614 0.43135395 0.52274588 0.5675653 0.42182252 0.67312732 0.55068502] [ 0.9431226] [ 0.67409393 0.55745991 0.52445586 0.42619797 0.24303323 0.41534456 0.43695749 0.40867484 0.50260991 0.39482275] [ 1.60805604] [ 0.65721701 0.76726366 0.51984405 0.54157188 0.28118418 0.31983898 0.50181886 0.76946163 0.71299682 0.33113897] [ 0.55397069] [ 0.47461729 0.30975343 0.71135417 0.36193719 0.3889868 0.55394967 0.41767382 0.4109933 0.46657184 0.32795926] [ 0.12369198] [ 0.22166304 0.61801923 0.39924073 0.34543972 0.42574813 0.57770618 0.39566631 0.480039 0.46361149 0.51478745] [ 0.04896596] [ 0.55196873 0.78151505 0.3652865 0.64773228 0.28546361 0.40032032 0.54899497 0.72188367 0.66982243 0.51313924] [ 0.12432527] [ 0.32834663 0.27261884 0.69218958 0.44800614 0.46902303 0.4863223 0.42896162 0.50519161 0.4525924 0.5592622 ] [-0.22740206] [ 0.41464342 0.61805567 0.44781442 0.63178731 0.27713388 0.38480676 0.38078366 0.51134591 0.55709775 0.41136071] [-0.69455894] [ 0.72695049 0.54697616 0.55451213 0.37107904 0.41234284 0.50048745 0.56317819 0.53599206 0.41561388 0.60041663] [ 0.05550634] [ 0.27887812 0.6276822 0.49700038 0.62046689 0.52559937 0.76610128 0.39311433 0.50156414 0.54867863 0.6108327 ] [ 0.23738339] [ 0.64705548 0.76051652 0.39135075 0.47764462 0.31499221 0.65303934 0.48445884 0.63007529 0.61049869 0.53470965] [ 0.40653479] [ 0.60987621 0.48767394 0.58500359 0.32333412 0.41729968 0.60008071 0.57542274 0.53400059 0.40974136 0.51385778] [-0.11924444] [ 0.23654056 0.49714158 0.56960913 0.54196076 0.45490341 0.60863011 0.39059213 0.33768565 0.37946751 0.48720422] [ 0.2118384] [ 0.33541741 0.40818355 0.5969236 0.31490397 0.48663661 0.5485207 0.48257611 0.35798869 0.40374247 0.4306295 ] [ 0.00650935] [ 0.46348463 0.65001007 0.47279844 0.52207253 0.39971716 0.47665612 0.50495234 0.47297853 0.56483949 0.54224972] [ 0.49205764] [ 0.47101995 0.57799402 0.45338964 0.5562688 0.27902949 0.47895768 0.48362366 0.50051054 0.53937857 0.437335 ] [-0.94798602] [ 0.61743531 0.56229066 0.5217457 0.430481 0.44390952 0.65248689 0.52064158 0.50081815 0.5338 0.50776832] [ 0.03325627] [ 0.2124469 0.58910619 0.53312063 0.61142836 0.48254656 0.67509409 0.41894379 0.36348427 0.53288475 0.47892055] [-0.66984313] [ 0.44003181 0.4811208 0.65330556 0.30422283 0.48110649 0.53485772 0.50057027 0.38899464 0.54501532 0.41042863] [ 0.0696345] [ 0.35805089 0.73621042 0.45113788 0.60905938 0.55118258 0.69477567 0.33311722 0.51287826 0.50353652 0.69448296] Progress: 62.6% ... Training loss: 0.309 ... Validation loss: 0.490[-0.21194597] [ 0.464534 0.58307379 0.45358012 0.47195391 0.33786689 0.47047275 0.57462319 0.49144337 0.50835007 0.51827268] [-0.3782699] [ 0.70608761 0.57254432 0.64471754 0.25467627 0.53389379 0.564057 0.59599621 0.52907997 0.469757 0.61667629] [-0.0910244] [ 0.41457483 0.59403412 0.47341417 0.38537396 0.39533123 0.51740392 0.46869055 0.53064789 0.48794727 0.44638404] [ 0.02288625] [ 0.29188117 0.52595996 0.58118657 0.4761523 0.4402273 0.61904144 0.37665262 0.34841177 0.41502988 0.50112923] [-0.27382607] [ 0.48974586 0.56796867 0.46338086 0.48715588 0.25349964 0.24545918 0.4445309 0.63808941 0.58558603 0.24132773] [-0.43161429] [ 0.28041563 0.44554949 0.50084532 0.54329489 0.47064953 0.68777868 0.4777774 0.52472721 0.42441287 0.37495645] [ 0.06214378] [ 0.26384819 0.69862691 0.46623611 0.59074892 0.46539277 0.66246437 0.40363031 0.64379246 0.45619986 0.53628105] [-0.30995471] [ 0.42562182 0.35983045 0.58317627 0.27852382 0.55169901 0.56566073 0.43176904 0.46968829 0.49365103 0.44200459] [-0.82925728] [ 0.64233531 0.47535471 0.54888118 0.2841131 0.42494472 0.3905545 0.59335056 0.50485664 0.56000036 0.44048889] [ 0.4322097] [ 0.17467942 0.40688023 0.56111584 0.37806749 0.5072059 0.6993106 0.3338365 0.31687357 0.36960847 0.46789333] [ 0.11053056] [ 0.36876419 0.52495302 0.50170515 0.45637429 0.56805051 0.74179034 0.4327902 0.4724926 0.35545295 0.67129388] [-0.6694226] [ 0.51751594 0.63201874 0.46434484 0.41605568 0.43574373 0.60610628 0.45360079 0.46906286 0.54556964 0.62130766] [-0.03787104] [ 0.30635745 0.63012695 0.44235253 0.55778807 0.36721133 0.70662279 0.42534348 0.7100006 0.57959379 0.53280344] [-0.1179821] [ 0.26001434 0.68596702 0.38857364 0.62819777 0.36860268 0.49104571 0.54667819 0.59712167 0.52663688 0.52851756] [ 0.39515966] [ 0.13895906 0.55815492 0.45934185 0.58414622 0.43926778 0.77845437 0.36766199 0.37948155 0.53628763 0.58374932] [-0.26271663] [ 0.39982308 0.7555777 0.4641124 0.57839003 0.44468606 0.58030448 0.44117372 0.37077387 0.49881313 0.58859281] [ 0.87305229] [ 0.48888468 0.52448074 0.54356021 0.46782802 0.38064994 0.57007954 0.45735515 0.64535961 0.40613119 0.41859211] [-0.1733477] [ 0.37818869 0.50583487 0.52635234 0.46905544 0.55430435 0.66849333 0.38300502 0.52155395 0.46512216 0.57531518] [ 0.53384031] [ 0.42905601 0.16745755 0.6827513 0.25806555 0.56779585 0.6392048 0.50016764 0.5457911 0.2896807 0.49575609] [ 0.22890991] [ 0.39386536 0.22335859 0.74980332 0.28988163 0.56597973 0.50209859 0.41855743 0.40051506 0.39583354 0.37967528] [ 0.12293255] [ 0.30274011 0.26251978 0.57969488 0.34600061 0.54113993 0.48166527 0.40624567 0.46313846 0.25821082 0.63671142] [ 1.12719286] [ 0.5990983 0.6237302 0.46054177 0.40076709 0.29131452 0.27470201 0.54012924 0.66350966 0.66142704 0.2938236 ] [-0.39816376] [ 0.65787313 0.78961892 0.53834706 0.34721403 0.48984061 0.54517118 0.59145139 0.53434594 0.63254899 0.63428681] [ 0.18869906] [ 0.32098424 0.34060992 0.72186217 0.27723444 0.58516649 0.74904681 0.4395614 0.35605044 0.29062401 0.54579335] [-0.0042791] [ 0.46309076 0.6296253 0.46103681 0.67295002 0.54905388 0.73035193 0.44206925 0.49577283 0.47747271 0.57069733] [ 0.00420472] [ 0.62702 0.5675015 0.57761015 0.33296629 0.48083509 0.56056785 0.52636515 0.56457955 0.64105836 0.47785692] [-0.33504061] [ 0.45975055 0.56994002 0.55764019 0.43749104 0.49790028 0.56255816 0.39884852 0.5387898 0.48540577 0.53706994] [-0.21128005] [ 0.62883712 0.54237213 0.52991131 0.64890868 0.42951588 0.34632539 0.56482658 0.63390637 0.53470169 0.61925137] [-0.36224316] [ 0.32954957 0.70805588 0.47173432 0.627482 0.25149651 0.62150071 0.39039185 0.48143978 0.48406161 0.55746428] [ 0.19256281] [ 0.70210111 0.7183997 0.54167611 0.36416842 0.36917728 0.43998877 0.68054999 0.67429258 0.70332518 0.43793004] [ 0.14756247] [ 0.66395607 0.7001891 0.40802911 0.33474003 0.33024704 0.54648349 0.51709687 0.48586161 0.59950313 0.54765444] [-0.18993779] [ 0.52824301 0.70263434 0.54822793 0.50560167 0.47277471 0.57692355 0.41035965 0.4597517 0.52074073 0.55623608] [-0.48008141] [ 0.51065971 0.60271002 0.48408995 0.63890165 0.36397015 0.57874664 0.45533278 0.35656259 0.57925728 0.47969811] [ 0.05987921] [ 0.71724636 0.65227959 0.52303042 0.43103721 0.40116745 0.42757904 0.4567562 0.64250892 0.64423355 0.39872677] [ 0.29903526] [ 0.180601 0.48450445 0.6047684 0.45572984 0.4529252 0.75795545 0.44549307 0.3731573 0.40976691 0.50963788] [-0.14671307] [ 0.33930488 0.45560371 0.66614418 0.28425317 0.54780058 0.63802796 0.42968253 0.40987437 0.48841328 0.57708745] [-1.00082219] [ 0.7729835 0.56168814 0.54096998 0.47768481 0.37020708 0.3926848 0.45570273 0.39331565 0.61277377 0.40487311] [-0.07659549] [ 0.61923234 0.6415949 0.54096527 0.33169472 0.26282878 0.37635883 0.5680221 0.71701214 0.58604528 0.32348087] [-0.2258631] [ 0.36616024 0.75521979 0.37344922 0.54689866 0.32601431 0.55206131 0.32577517 0.46265217 0.50163159 0.59243935] [ 0.01883899] [ 0.17835855 0.50763871 0.59534384 0.64362335 0.37451174 0.72789765 0.36987462 0.3860577 0.48744551 0.45147194] [-0.20558222] [ 0.3876384 0.68133405 0.405799 0.57279697 0.45445375 0.65058271 0.41809679 0.46609717 0.4114918 0.59711765] [-0.47090139] [ 0.42835893 0.44539819 0.59206084 0.36619614 0.45205408 0.32818343 0.54549606 0.49552276 0.50656253 0.5289084 ] [-0.3106207] [ 0.59635785 0.7120176 0.45936958 0.3742156 0.39737586 0.35607217 0.45843331 0.52736748 0.595079 0.481584 ] [-0.24549273] [ 0.67305397 0.56243654 0.67601693 0.39439196 0.52789507 0.3896438 0.49982995 0.5390679 0.59809552 0.42270608] [-0.2580543] [ 0.50210132 0.59280185 0.32316317 0.53166777 0.27109475 0.56165004 0.38326115 0.46732981 0.53377254 0.41726124] [ 0.19769443] [ 0.31827767 0.37369249 0.66711588 0.43393297 0.53447962 0.65230006 0.40247187 0.42047848 0.38416484 0.43481049] [-0.12498338] [ 0.34813931 0.40421285 0.66408708 0.40724033 0.44205086 0.59429209 0.42874843 0.45167855 0.41399716 0.51111538] [-0.16130106] [ 0.22090026 0.55137831 0.44523031 0.46643043 0.47507062 0.75209099 0.44458472 0.51129932 0.6078333 0.5382842 ] [-0.24772689] [ 0.35967925 0.65020153 0.43243398 0.56632264 0.33713308 0.53545146 0.38577208 0.4423011 0.60688653 0.52754375] [-0.05038132] [ 0.3580019 0.4614588 0.60291092 0.36814633 0.46904195 0.69231236 0.38650303 0.448558 0.48960019 0.52233358] [ 0.19475596] [ 0.63096259 0.58129554 0.49897743 0.41747063 0.27341572 0.3615389 0.4988654 0.59597128 0.52430819 0.45548546] [ 0.16883353] [ 0.41883412 0.42426799 0.61122539 0.42542967 0.42101379 0.53095623 0.45860079 0.49440663 0.45186413 0.41362793] [-0.47392443] [ 0.37184836 0.65570061 0.4509975 0.56879743 0.26422585 0.5761804 0.39744059 0.48437244 0.48031085 0.51903639] [-0.6337685] [ 0.36795387 0.62945373 0.40726317 0.52213737 0.30476979 0.59990053 0.50096722 0.59787519 0.47885961 0.4181613 ] [-0.55169269] [ 0.387319 0.75782483 0.29288036 0.75221017 0.28488839 0.37968179 0.42287411 0.49032303 0.50023321 0.72720742] [-0.61302463] [ 0.56825895 0.58603003 0.46553919 0.46169221 0.5207235 0.6687035 0.45437408 0.51550343 0.48894753 0.56426852] [-0.12761722] [ 0.59371605 0.51541693 0.60456183 0.27597014 0.45358337 0.52485169 0.55977546 0.50247644 0.51230681 0.59633908] [-0.92233084] [ 0.48311857 0.73750374 0.52504053 0.63357166 0.35250461 0.53636249 0.40152457 0.61829808 0.5571595 0.50735343] [-0.33144097] [ 0.3709661 0.65745308 0.54042396 0.61917724 0.35430432 0.48059667 0.42211677 0.58074098 0.5695503 0.46008528] [ 0.11613721] [ 0.23474318 0.39713616 0.62297819 0.57944949 0.4374264 0.78448549 0.42924846 0.40330645 0.32088855 0.46152346] [-0.23986132] [ 0.63524121 0.41344844 0.59676466 0.31069293 0.43004787 0.54481171 0.53233997 0.50175479 0.35179939 0.42891923] [ 1.05161465] [ 0.61384864 0.69336109 0.46877042 0.59013899 0.42420495 0.33789331 0.48140012 0.68287359 0.58131513 0.66923545] [ 0.21942973] [ 0.28817552 0.62182065 0.4314558 0.69520864 0.4821207 0.76765653 0.48949261 0.50724248 0.39656867 0.53247176] [-0.39532144] [ 0.66203111 0.63866578 0.56576407 0.40737381 0.44706652 0.41658861 0.49435797 0.45601665 0.63744945 0.51608904] [ 2.02687146] [ 0.6939181 0.48179607 0.56683823 0.28885422 0.44111339 0.55772819 0.43284781 0.48654256 0.52221733 0.53595108] [-0.73889115] [ 0.3337319 0.52314206 0.45723638 0.4867264 0.43839588 0.51036069 0.4859798 0.4562033 0.4874329 0.4740451 ] [ 0.82121597] [ 0.72104066 0.62114253 0.53708236 0.29180514 0.27186856 0.44539423 0.557881 0.69561175 0.67189982 0.4579046 ] [ 0.08063099] [ 0.47584544 0.70636142 0.46983949 0.56641276 0.39036442 0.67049592 0.51778108 0.58005684 0.59979369 0.63548671] [ 0.55555673] [ 0.43390185 0.61032857 0.460048 0.62179324 0.41699163 0.48425157 0.47050513 0.61415457 0.52073092 0.64521041] [ 0.35976585] [ 0.23084761 0.7272927 0.43903415 0.66677856 0.31507566 0.71846978 0.35865581 0.48848047 0.44966659 0.55543474] [ 0.11051161] [ 0.5085406 0.51570338 0.50191253 0.45545789 0.38759625 0.59840617 0.57883884 0.56831411 0.44006288 0.63802624] [-0.22809714] [ 0.35403215 0.43356588 0.58490194 0.30631861 0.46181689 0.5899262 0.38084963 0.45740995 0.47759357 0.49943118] [-0.52147622] [ 0.50145439 0.63976901 0.43466046 0.49517299 0.42025367 0.62004842 0.49354915 0.43082116 0.4701836 0.53441585] [-0.15262183] [ 0.3251846 0.3771179 0.68229568 0.33821217 0.44886795 0.69675099 0.45181534 0.42756071 0.48398642 0.47540374] [-0.48148354] [ 0.2886471 0.32819744 0.66292809 0.34397356 0.54899519 0.5574489 0.47813253 0.3212909 0.35119871 0.36688126] [-0.5407681] [ 0.46982087 0.60453682 0.42251079 0.57366432 0.30484756 0.60910643 0.33395603 0.54690602 0.51615966 0.52241975] [ 0.24058481] [ 0.54935093 0.4999939 0.45407285 0.49570144 0.32121505 0.34700408 0.44234816 0.49679869 0.5417973 0.42274996] [ 0.56213922] [ 0.63381881 0.74680841 0.51512972 0.53341602 0.4031501 0.48543317 0.58551658 0.56001905 0.61575008 0.66908255] [-0.07703056] [ 0.3340278 0.69863069 0.43817404 0.68244381 0.35474776 0.66534124 0.44430505 0.44139768 0.56149557 0.58830543] [-0.04998563] [ 0.41290621 0.68291443 0.4622117 0.66084083 0.51771212 0.68183034 0.33460488 0.5445398 0.48938718 0.66311273] [-1.71352948] [ 0.69189499 0.67656047 0.45607054 0.48823413 0.21682384 0.27026521 0.51149445 0.54990672 0.68578248 0.29442446] [-0.0125267] [ 0.21817368 0.36246587 0.55438911 0.65191364 0.34565403 0.74751649 0.32089049 0.43558267 0.38413849 0.40141669] [-0.59319911] [ 0.41667646 0.57578862 0.48948476 0.57736296 0.46864422 0.6579819 0.41534941 0.50181419 0.58567557 0.49344058] [-0.56616622] [ 0.28610523 0.38274285 0.65972947 0.55143476 0.4015709 0.58602622 0.41943263 0.4040202 0.51990017 0.38729304] [ 0.27965671] [ 0.66314405 0.51121406 0.53338888 0.33707124 0.36022576 0.28910604 0.43312565 0.44749032 0.55585097 0.34038931] [ 1.28725399] [ 0.62678857 0.58426871 0.51984734 0.48785149 0.32373665 0.59088931 0.49578495 0.51935352 0.4486624 0.51594887] [-0.8042707] [ 0.39084755 0.76411491 0.35491933 0.54357289 0.31558739 0.53284751 0.51677935 0.6805367 0.58516622 0.49761948] [ 0.11912716] [ 0.74217035 0.31847227 0.72306336 0.27213992 0.58335127 0.40750606 0.52698319 0.52833504 0.3886624 0.42091763] [-0.87581211] [ 0.60609538 0.71716691 0.45681865 0.5975734 0.31173883 0.24774003 0.50565839 0.76224293 0.66702258 0.34565577] [-1.02010396] [ 0.37913505 0.65750093 0.45515792 0.47683417 0.23613576 0.39054908 0.40756204 0.71043785 0.55964867 0.27931503] [-0.0503141] [ 0.37212272 0.50505776 0.44619089 0.52467437 0.40938157 0.65858411 0.4786692 0.67166817 0.55742255 0.45714345] [-0.30380553] [ 0.34133315 0.5519454 0.43463538 0.48636224 0.54202387 0.55994743 0.51402127 0.36353107 0.38614477 0.51143007] [-1.02666757] [ 0.77628062 0.57122862 0.57076711 0.36205982 0.24025309 0.33628376 0.59773238 0.6413749 0.60157426 0.38797903] [-0.20528514] [ 0.59717456 0.62365814 0.59611573 0.60613213 0.41051158 0.40976537 0.44363901 0.62116625 0.64789431 0.40630669] [ 1.01736933] [ 0.53118402 0.41615327 0.641441 0.32023372 0.47006587 0.45907879 0.4035441 0.47363516 0.44517166 0.47210693] [-0.12498338] [ 0.34813931 0.40421285 0.66408708 0.40724033 0.44205086 0.59429209 0.42874843 0.45167855 0.41399716 0.51111538] [ 0.08168967] [ 0.24596137 0.61879754 0.50950907 0.5785619 0.43423807 0.4875146 0.32174688 0.45872653 0.54407482 0.51049629] [ 0.03817905] [ 0.62376075 0.56924198 0.56574184 0.38693887 0.21987276 0.25858831 0.50228542 0.66183951 0.52693671 0.278584 ] [ 2.27617047] [ 0.63045471 0.53221805 0.45155304 0.515979 0.24914427 0.40403551 0.49442206 0.70377671 0.51945345 0.28096801] [ 0.03441612] [ 0.2569293 0.69869353 0.38301153 0.51766198 0.31950797 0.73946712 0.38233052 0.43780189 0.57214932 0.62454366] [ 0.19079711] [ 0.22276757 0.44628629 0.57466818 0.51588091 0.44803825 0.62229497 0.40762914 0.40525512 0.41196854 0.66952297] [ 1.20303612] [ 0.62957918 0.52419664 0.59453998 0.41455481 0.44955603 0.35527719 0.52965044 0.66004161 0.5646656 0.29298725] [ 0.05481763] [ 0.51733825 0.6110427 0.45303998 0.64104488 0.42398968 0.6341003 0.53565285 0.62016953 0.52790044 0.52341744] [-0.40058577] [ 0.70636897 0.30919495 0.62799565 0.47607995 0.57082178 0.53167878 0.53358276 0.59493148 0.36093709 0.36479144] [-0.40344034] [ 0.36283495 0.66857493 0.36961678 0.73341323 0.31079437 0.61407383 0.41954902 0.63025362 0.53956022 0.48144348] [-0.06071143] [ 0.27662398 0.53474923 0.40622703 0.34968152 0.37532523 0.69162853 0.38496387 0.4639545 0.40497717 0.49947036] [ 0.0732357] [ 0.38678687 0.61908516 0.53323152 0.47363188 0.47664306 0.73158734 0.50405189 0.37706836 0.55060786 0.67619165] [ 0.16836482] [ 0.28149848 0.66385606 0.31059585 0.61942395 0.38013983 0.6632226 0.43114467 0.51653802 0.49520907 0.52295986] [ 0.17724268] [ 0.22841219 0.78925852 0.34787618 0.71190692 0.50510085 0.71017752 0.37251879 0.56417217 0.57860298 0.61846619] [ 0.27149765] [ 0.40774242 0.55186622 0.49311673 0.50008931 0.33043527 0.34360522 0.5481196 0.7308797 0.48753517 0.33505692] [ 0.13813445] [ 0.3810933 0.69311597 0.46107862 0.58491572 0.26573178 0.68859649 0.4026314 0.5724226 0.48226696 0.58780903] [ 0.67349993] [ 0.62710107 0.69564995 0.59734503 0.36796956 0.52980868 0.57252932 0.52338553 0.46749174 0.61641152 0.5978421 ] [-0.70866694] [ 0.28448562 0.45941277 0.53948865 0.41974074 0.37522807 0.56055186 0.37925128 0.51323994 0.36544662 0.41521737] [ 0.1552059] [ 0.36809586 0.77795792 0.41387573 0.56883783 0.23533287 0.56415382 0.43040093 0.55522275 0.5508345 0.52139509] [ 0.0441343] [ 0.61010324 0.59836728 0.48911326 0.63967766 0.37154944 0.36174988 0.54327769 0.6342105 0.59834046 0.61899889] [ 1.34188266] [ 0.56537249 0.58435808 0.50912005 0.47424912 0.29097275 0.39340368 0.39999427 0.4569125 0.51248412 0.44510329] [-0.95112512] [ 0.30740339 0.54943325 0.44924174 0.60169027 0.35619834 0.56775338 0.54139416 0.75508935 0.44970589 0.36397878] [ 0.40703085] [ 0.60464966 0.49421415 0.57396152 0.34318827 0.34645673 0.53315091 0.48058037 0.81073457 0.55452473 0.3491923 ] [-0.22170583] [ 0.44123828 0.60617417 0.38945828 0.64812701 0.38704447 0.67925589 0.4184763 0.68688093 0.49109842 0.43919767] [ 0.01890722] [ 0.40885222 0.69889721 0.51632416 0.60854667 0.45260717 0.80100207 0.48630808 0.52851205 0.57504041 0.66454847] [ 0.04876515] [ 0.44968408 0.4559124 0.50337175 0.31370956 0.51045828 0.4813016 0.47250137 0.54753547 0.58399541 0.35735543] [ 0.58795176] [ 0.33749338 0.47973631 0.55718206 0.46844569 0.44090972 0.44379747 0.47156644 0.4424331 0.47596938 0.30717664] [ 0.30542002] [ 0.28495666 0.45255132 0.67787196 0.2722936 0.59841147 0.74653257 0.42989443 0.38793159 0.35583628 0.62458649] [ 0.0524586] [ 0.47083044 0.35801739 0.59126504 0.45111134 0.53565593 0.49371058 0.44744177 0.57795542 0.52117015 0.45150512] [-0.0879645] [ 0.32281035 0.71992245 0.43192145 0.52988254 0.42857217 0.64534459 0.4049878 0.36111798 0.61804561 0.63942347] [-1.25677619] [ 0.48912744 0.28195925 0.74715849 0.25362613 0.48098925 0.40151449 0.53661712 0.53760817 0.37119399 0.32438063] [ 0.50852359] [ 0.36246196 0.70135498 0.50475434 0.72916537 0.38933754 0.70441113 0.31213216 0.46432293 0.48967939 0.61109152] [ 0.24527553] [ 0.64311021 0.7223543 0.340937 0.5171443 0.25813846 0.4312533 0.41965562 0.46679304 0.56985123 0.55990947] Progress: 62.9% ... Training loss: 0.309 ... Validation loss: 0.489[ 0.5656069] [ 0.59875485 0.49877419 0.54986021 0.48322879 0.43346301 0.4310906 0.49605856 0.44546099 0.50185422 0.48072718] [-0.10228436] [ 0.60096675 0.52102492 0.50065703 0.33837739 0.39022959 0.38267543 0.56780551 0.54163871 0.42928271 0.38252075] [ 0.92305899] [ 0.76917024 0.54246807 0.67080553 0.31710602 0.42163722 0.35118548 0.63588071 0.67482493 0.51730144 0.48103228] [-0.94143389] [ 0.46324297 0.66237683 0.47636238 0.56116768 0.28628718 0.46273298 0.38044794 0.54614936 0.51084071 0.48705674] [ 0.70337821] [ 0.22159704 0.70703161 0.46874014 0.50995655 0.36346916 0.49421937 0.38124448 0.54156187 0.56357288 0.48840716] [-0.23029796] [ 0.41102316 0.67738506 0.49181891 0.5771507 0.31052244 0.62314782 0.42180905 0.40126301 0.5181457 0.58231563] [-0.18242741] [ 0.27943266 0.38165477 0.68898719 0.26948176 0.51867159 0.56115584 0.44645565 0.367279 0.44776115 0.41763001] [-0.62182503] [ 0.55758007 0.79302494 0.34551204 0.58312439 0.30976738 0.49941487 0.43139511 0.34741915 0.55644119 0.61940063] [ 2.23500181] [ 0.8122274 0.36502071 0.68475138 0.13768861 0.38125811 0.33318517 0.60427757 0.62389086 0.54722397 0.32117469] [ 0.90034791] [ 0.56914302 0.56655994 0.53089887 0.34188725 0.39656522 0.3771032 0.62290383 0.65318026 0.57549179 0.31360722] [ 0.04212221] [ 0.625928 0.75370331 0.47925957 0.27277537 0.45861132 0.66950329 0.59544414 0.49350589 0.57859598 0.64567916] [-0.49674714] [ 0.46630126 0.6031039 0.45236391 0.63167783 0.42233297 0.65333934 0.37817343 0.56069434 0.54196156 0.48787243] [ 0.02659116] [ 0.25965913 0.6321873 0.39675602 0.71934068 0.38160757 0.65669508 0.4432799 0.39733577 0.54699777 0.53127216] [-0.50041077] [ 0.3837629 0.60904883 0.46964951 0.51636162 0.41707081 0.55835572 0.40354767 0.36872355 0.57986609 0.51290221] [-0.45511116] [ 0.68446246 0.68677713 0.47986703 0.41850941 0.39804631 0.54319881 0.54717561 0.58340466 0.52508858 0.63612253] [ 1.1722875] [ 0.6504578 0.6560026 0.45972894 0.41196467 0.27754553 0.33802683 0.50120607 0.60548992 0.64104347 0.3912874 ] [ 0.37215544] [ 0.30956034 0.52340392 0.51400586 0.50814571 0.43230871 0.75002023 0.33383646 0.51672765 0.47121153 0.54440143] [ 0.06168114] [ 0.3186237 0.59674978 0.46433585 0.54212983 0.38604938 0.6646202 0.46210188 0.66309702 0.55405831 0.52585316] [-0.23283054] [ 0.44453071 0.29603648 0.60728055 0.41954814 0.54204903 0.6638946 0.44795134 0.53447679 0.41700841 0.48272572] [-0.08653096] [ 0.47089397 0.68361864 0.47698057 0.58839452 0.26678829 0.64327037 0.46313817 0.45796616 0.55221982 0.58258651] [ 0.15068508] [ 0.32582558 0.42866907 0.63932601 0.37518763 0.37230307 0.74183892 0.40331002 0.48565864 0.39071512 0.4908987 ] [-0.02112225] [ 0.43335178 0.33875818 0.63586797 0.33016951 0.52423854 0.60389637 0.50853781 0.58356979 0.44161182 0.4405076 ] [-0.08750253] [ 0.31873739 0.45744377 0.5435634 0.44829185 0.44864091 0.63311861 0.37266952 0.47971473 0.43220997 0.48315603] [ 0.09496461] [ 0.38041543 0.52935663 0.46933833 0.56804034 0.35845004 0.58948394 0.41112741 0.37412947 0.40980457 0.54200514] [-0.1628436] [ 0.28755413 0.60378246 0.49851199 0.57919694 0.43145644 0.717422 0.47651723 0.4582639 0.51272186 0.52826124] [-0.45560982] [ 0.30192492 0.58497533 0.43424031 0.47226978 0.27966004 0.61335156 0.37870105 0.62017041 0.53784472 0.42079571] [-0.06597205] [ 0.41827147 0.61805396 0.49768826 0.47688138 0.4719669 0.66249168 0.44840071 0.40218963 0.50577516 0.63899501] [-0.36587846] [ 0.6656003 0.72010534 0.52805013 0.49903595 0.29256987 0.44626898 0.46156937 0.40891983 0.6780336 0.55261563] [ 0.71204828] [ 0.12597974 0.61733907 0.44215335 0.69903768 0.56299248 0.80358374 0.42645742 0.35999953 0.47092921 0.5659715 ] [-0.10228436] [ 0.60096675 0.52102492 0.50065703 0.33837739 0.39022959 0.38267543 0.56780551 0.54163871 0.42928271 0.38252075] [-0.18156354] [ 0.59597859 0.35130874 0.66646155 0.27942768 0.49169793 0.51686446 0.47157082 0.44960673 0.4175457 0.39003519] [-0.55253167] [ 0.55258102 0.75333592 0.41028401 0.39851696 0.4313884 0.61433906 0.44273912 0.44998797 0.58656489 0.68325437] [-0.45080765] [ 0.38784462 0.20307059 0.74712753 0.30848662 0.5672829 0.43266783 0.49464743 0.36094264 0.31086355 0.33225101] [-0.33223854] [ 0.26205596 0.37512918 0.56252715 0.53872778 0.38024692 0.5358331 0.4245388 0.44799988 0.52083591 0.33488435] [ 0.09651186] [ 0.369399 0.52909623 0.47222506 0.58030285 0.51449856 0.77107648 0.49931005 0.46760169 0.46367417 0.58832283] [-0.23029796] [ 0.41102316 0.67738506 0.49181891 0.5771507 0.31052244 0.62314782 0.42180905 0.40126301 0.5181457 0.58231563] [-0.45533672] [ 0.26639242 0.16624025 0.70994729 0.34488252 0.60126034 0.42784157 0.48283991 0.31867002 0.29908722 0.28285039] [-0.55063026] [ 0.51178329 0.54321563 0.59780181 0.34382152 0.46248132 0.44566995 0.50478985 0.50453363 0.55723053 0.48231591] [ 0.04901355] [ 0.51941073 0.49407713 0.63305023 0.52080782 0.4674595 0.65395513 0.40838596 0.57870828 0.41740895 0.45246423] [-0.37805796] [ 0.5009416 0.67145175 0.45775305 0.6902101 0.43271618 0.5413845 0.39653813 0.56934682 0.58908293 0.48040908] [ 0.08006206] [ 0.23264887 0.67181163 0.40299499 0.60165463 0.38706338 0.69785477 0.31441617 0.42456332 0.45765251 0.49628358] [ 0.23730858] [ 0.52332159 0.5524674 0.54188191 0.45530382 0.35369763 0.48074663 0.48597865 0.76529722 0.60050385 0.31738188] [-0.70999698] [ 0.27733673 0.30885403 0.63093222 0.46164594 0.41377059 0.39773067 0.52692514 0.58985653 0.42205619 0.4578489 ] [-0.48769931] [ 0.39560224 0.62339035 0.40956285 0.61656518 0.33905441 0.48339413 0.51155792 0.48377797 0.47672536 0.70232531] [ 0.01817727] [ 0.28585727 0.59710284 0.43535434 0.41059962 0.53586543 0.67578374 0.35965959 0.40670944 0.46178074 0.56547437] [ 0.37394734] [ 0.18141961 0.60784582 0.59008397 0.5448821 0.56987075 0.76537181 0.39948432 0.46271059 0.4965893 0.63559484] [ 0.25718491] [ 0.4416913 0.54323269 0.5266707 0.34933511 0.46742119 0.30867326 0.5072411 0.44622509 0.55871872 0.56466777] [-0.17198556] [ 0.58606298 0.51407918 0.445204 0.50151732 0.2807925 0.30749789 0.43060569 0.37744121 0.60535892 0.29580785] [-0.43621501] [ 0.2951057 0.36196235 0.57369402 0.36873654 0.52392854 0.46638072 0.41965412 0.44213335 0.45330127 0.31567425] [-0.1069107] [ 0.32256771 0.51792307 0.59620788 0.39133925 0.53708758 0.55207754 0.48035204 0.47811592 0.45723593 0.6659968 ] [-0.76326625] [ 0.58665022 0.30941111 0.68525948 0.24361141 0.4989386 0.51743438 0.4998787 0.5621711 0.45784339 0.34676953] [-0.69068304] [ 0.20572575 0.36991891 0.62683533 0.50283358 0.36710557 0.53846645 0.3884399 0.43810869 0.39382523 0.28462785] [ 0.37500578] [ 0.48936992 0.55008438 0.52019063 0.58652743 0.29399802 0.50224264 0.46960371 0.40050877 0.50505731 0.52037317] [ 0.24059502] [ 0.28914994 0.75293395 0.32058303 0.66200511 0.44089253 0.72797501 0.44459895 0.57567561 0.52099737 0.80226756] [ 0.33310539] [ 0.15171729 0.68044042 0.39475392 0.60612638 0.45128022 0.67911313 0.34147394 0.46283722 0.48164013 0.59644053] [ 0.30438008] [ 0.58959137 0.36931912 0.62678899 0.28410881 0.44389458 0.53314478 0.5558127 0.50903765 0.35321575 0.39710883] [-0.40956537] [ 0.6503183 0.58777033 0.51586767 0.42722978 0.3016255 0.49432537 0.50421451 0.48073105 0.47832687 0.48394598] [ 0.31754247] [ 0.35563018 0.67743864 0.42022743 0.6756782 0.24112462 0.64113413 0.34769325 0.46852002 0.49892656 0.59507178] [-0.04715795] [ 0.5585491 0.66717141 0.48953578 0.44064049 0.26698738 0.39725664 0.52888012 0.58194181 0.60600703 0.46307878] [ 0.73178287] [ 0.19616647 0.6111215 0.50340909 0.6214037 0.39607233 0.54687509 0.30995711 0.46844565 0.57049375 0.42207748] [-1.34416578] [ 0.52741648 0.53102355 0.56787498 0.39101806 0.31623126 0.36167986 0.47521893 0.55289408 0.43081019 0.37638054] [-0.23686149] [ 0.17571218 0.43360006 0.55631541 0.59698404 0.41933368 0.60173211 0.4789786 0.57108732 0.36288063 0.41904973] [-0.19767119] [ 0.52293487 0.58768707 0.42966369 0.58235802 0.32630991 0.67883886 0.38654604 0.3599934 0.48601885 0.59291761] [-0.24691347] [ 0.51508414 0.40941029 0.62741391 0.41707497 0.5465879 0.55770292 0.47986602 0.52818036 0.45465412 0.48489849] [ 0.60648459] [ 0.62577709 0.22149238 0.66286507 0.25236041 0.58235358 0.50076395 0.47363331 0.48367713 0.36350223 0.38625667] [ 0.15895908] [ 0.52991839 0.62957049 0.45488919 0.56446015 0.53173526 0.46925842 0.46511333 0.57841286 0.52965312 0.52566353] [ 1.15299575] [ 0.45371247 0.53951045 0.59029688 0.44393809 0.39191191 0.57799751 0.45076758 0.5728714 0.5212212 0.46805077] [-0.09905879] [ 0.54178031 0.53381738 0.54051302 0.39656778 0.46922261 0.45170966 0.4380903 0.48370266 0.46704787 0.52243219] [-0.03714205] [ 0.44939315 0.72183487 0.38684585 0.7136338 0.27630162 0.66043598 0.37599384 0.3962941 0.59851065 0.61024144] [-0.17010704] [ 0.57536745 0.7373587 0.35267684 0.52410966 0.29794302 0.54297155 0.50886368 0.6097791 0.56815844 0.39049478] [ 0.63801215] [ 0.72204957 0.50739045 0.61000305 0.2682392 0.36209718 0.36389252 0.63618113 0.6916947 0.54012798 0.28943688] [ 0.07364738] [ 0.26082114 0.51322501 0.38678804 0.69291988 0.5194808 0.67771265 0.37081133 0.44676233 0.44860474 0.48530559] [ 0.29033642] [ 0.64890963 0.5527195 0.41138694 0.45848839 0.27468004 0.56854789 0.39569145 0.48670671 0.48841669 0.45464803] [-0.2592228] [ 0.82527788 0.47585211 0.67994443 0.25113263 0.52398488 0.51170751 0.62224649 0.50861775 0.45484566 0.59038269] [ 0.07172469] [ 0.38068039 0.5945755 0.44240668 0.53687936 0.39368673 0.43651354 0.41123703 0.44288576 0.47586158 0.50187061] [ 0.0725285] [ 0.29069398 0.52595777 0.5809247 0.476638 0.44079133 0.62090228 0.37606292 0.34693563 0.41438283 0.50226576] [ 0.41467856] [ 0.57418865 0.56998486 0.50430172 0.37297414 0.35116575 0.35219665 0.54652325 0.62032909 0.60624992 0.37390537] [ 0.13713828] [ 0.22431224 0.35433152 0.67845614 0.43930993 0.50907034 0.77962359 0.40535397 0.39531754 0.39034783 0.46891772] [-0.0587687] [ 0.4125182 0.58409363 0.47223195 0.60220989 0.45980157 0.61745393 0.40046503 0.49400454 0.51194793 0.48592604] [ 0.08125542] [ 0.20410708 0.62588635 0.43502135 0.49594085 0.3843486 0.71232044 0.3373835 0.45672661 0.42476244 0.51803093] [-0.27516302] [ 0.50821284 0.65504368 0.48524936 0.37630399 0.44587604 0.39755552 0.42076191 0.52023389 0.48495582 0.6615723 ] [ 0.11380386] [ 0.20098853 0.5455158 0.36191311 0.65173263 0.45305059 0.74293004 0.38772453 0.45033598 0.46618723 0.43951813] [-0.0907933] [ 0.50092683 0.59503101 0.53435254 0.36744005 0.48050353 0.59163834 0.51183564 0.56433512 0.42660146 0.60739355] [ 0.50604565] [ 0.52233507 0.65104868 0.49510246 0.38168423 0.35242951 0.44061407 0.6051731 0.69383204 0.5724558 0.34756426] [ 0.50239874] [ 0.16794034 0.54592819 0.49761509 0.60102421 0.58305943 0.75829609 0.40709708 0.35992921 0.53705038 0.57858497] [ 0.15936958] [ 0.68009494 0.4359686 0.58331075 0.26718561 0.49891407 0.3080808 0.475435 0.42671712 0.46740115 0.51263931] [ 0.16699818] [ 0.43990939 0.53461456 0.41896916 0.55015797 0.44316667 0.51693648 0.48933083 0.50231904 0.49060692 0.45592703] [ 0.65841619] [ 0.5019918 0.44951922 0.5732561 0.39313508 0.43563072 0.64095536 0.38438314 0.55860527 0.54797331 0.43938271] [-0.992824] [ 0.6324356 0.38350893 0.69620486 0.28914683 0.36775518 0.39695414 0.60211163 0.63933441 0.48320499 0.33863758] [-0.40062799] [ 0.62246486 0.41052394 0.64766303 0.39378638 0.5453361 0.59088509 0.51709726 0.49381492 0.48697014 0.51939668] [ 0.129626] [ 0.5549953 0.62058274 0.4090656 0.4375916 0.40723996 0.55987907 0.42091911 0.43481031 0.49785039 0.53209964] [-0.41717845] [ 0.62124131 0.72894536 0.43939598 0.4594701 0.29441305 0.49768706 0.46406263 0.51313761 0.58474503 0.61979226] [-0.28530413] [ 0.44565358 0.47869821 0.55008211 0.52141022 0.46477832 0.69738493 0.43469855 0.44248518 0.42158549 0.48563048] [-0.43800231] [ 0.51109845 0.52243244 0.60575001 0.54529997 0.54228186 0.64378411 0.46567913 0.48487755 0.4829413 0.50944152] [-0.47156635] [ 0.53708896 0.58561601 0.50008048 0.63545266 0.45976363 0.46842662 0.3904699 0.58298029 0.49936939 0.55979577] [ 0.24613583] [ 0.30201469 0.38491531 0.71377099 0.3169646 0.57249569 0.58877073 0.44620851 0.37653633 0.42945698 0.49827654] [ 0.28227642] [ 0.44578256 0.56388097 0.46586436 0.59113264 0.3397194 0.61587422 0.37244532 0.26176265 0.45593806 0.55759163] [ 0.12177551] [ 0.52936891 0.66211011 0.43655909 0.53175253 0.37900388 0.57762322 0.4322077 0.60809632 0.54988122 0.46216527] [ 0.64253752] [ 0.18447686 0.54654314 0.56152572 0.52919115 0.53818594 0.67213286 0.37322257 0.29328702 0.33293557 0.68787604] [ 0.29288699] [ 0.26717572 0.77442332 0.35838577 0.62505094 0.30977086 0.5791581 0.44608196 0.61899781 0.55700103 0.44145914] [-0.40473548] [ 0.71083046 0.34413089 0.66632407 0.42920826 0.38920626 0.51750299 0.45340607 0.45761339 0.48119962 0.46634158] [-0.14656333] [ 0.51672601 0.46146478 0.43891947 0.56581958 0.39469753 0.45414373 0.43592135 0.34636381 0.51309338 0.39939871] [ 0.99756746] [ 0.56607226 0.72860603 0.33677538 0.50436521 0.29763968 0.20482458 0.51381823 0.62674367 0.70614265 0.35662576] [-0.06572754] [ 0.52161596 0.59098702 0.48835592 0.2958442 0.45012068 0.60478156 0.53333479 0.51422456 0.41534457 0.49220917] [ 1.13526085] [ 0.25583026 0.42522027 0.5280776 0.52202814 0.31991964 0.5019988 0.45041392 0.62391124 0.56564132 0.22342884] [-0.25624204] [ 0.68617402 0.61837992 0.51617619 0.45744881 0.30535445 0.58195225 0.42063146 0.53204166 0.64647427 0.59551591] [-0.10049069] [ 0.2531018 0.48121313 0.60471065 0.43600936 0.40206065 0.5731586 0.41124781 0.44544608 0.52354658 0.41912675] [-0.09175688] [ 0.70828764 0.34698882 0.68571242 0.24439477 0.47057716 0.52463258 0.49001396 0.5074563 0.54147913 0.47858717] [ 0.86005699] [ 0.77632406 0.55060193 0.59413331 0.24578893 0.35790295 0.36936648 0.63078345 0.5252502 0.63251902 0.42092835] [ 0.38581576] [ 0.36786178 0.42577674 0.47361074 0.50793249 0.39637078 0.31007385 0.57716924 0.62562752 0.48279483 0.39343491] [ 0.77416717] [ 0.28760392 0.52658904 0.47408243 0.58839399 0.50978232 0.68861361 0.44203146 0.57585171 0.47160287 0.53981553] [ 0.28801542] [ 0.49155458 0.67575521 0.48585704 0.55454517 0.52110832 0.66419646 0.44881872 0.62277917 0.59375727 0.59115077] [ 0.07957855] [ 0.27319205 0.45530295 0.56398905 0.36165943 0.46590627 0.68095706 0.39656283 0.45800868 0.32682608 0.43908632] [ 0.04580881] [ 0.2425821 0.28167275 0.70547897 0.40697761 0.53198895 0.706216 0.38804088 0.31154293 0.33220491 0.40972317] [ 0.28029728] [ 0.56693169 0.7867104 0.45041465 0.55001221 0.35611755 0.38951428 0.43146561 0.60439708 0.73750271 0.41013793] [-0.15979422] [ 0.27571456 0.55972892 0.42170867 0.61307106 0.43264292 0.58079813 0.41568981 0.58638661 0.38054022 0.42869486] [-0.08114841] [ 0.29281414 0.48335434 0.57653089 0.48490257 0.45286402 0.61056084 0.32144225 0.48069026 0.49255857 0.42250098] [ 0.35619113] [ 0.17116893 0.51764206 0.46235167 0.65500648 0.46691024 0.5934635 0.47803866 0.46278247 0.45024916 0.38123591] [-0.89310644] [ 0.82617662 0.68013969 0.57483863 0.40277678 0.4328542 0.56543649 0.60809007 0.50844467 0.68620674 0.55132962] [ 0.40295701] [ 0.16290256 0.39621651 0.60642893 0.61419882 0.50886943 0.80830051 0.4292209 0.39733183 0.32497594 0.44893647] [ 0.09968402] [ 0.34924477 0.64522403 0.41903307 0.57741194 0.43993924 0.7290514 0.40335279 0.72222525 0.61676137 0.49155992] [-0.17691021] [ 0.52996259 0.68445868 0.47867525 0.65417703 0.47973345 0.61372123 0.42411054 0.53906462 0.57684943 0.58740909] [ 0.56874571] [ 0.19467541 0.26557047 0.7297981 0.39864652 0.51990144 0.77157739 0.34880199 0.28319568 0.27965031 0.51168938] [-0.46186648] [ 0.50619127 0.76592028 0.32283665 0.62709478 0.2902929 0.64233609 0.31442206 0.50797815 0.57878318 0.63190445] [ 0.01483894] [ 0.17757579 0.43240429 0.54096455 0.5533365 0.5227378 0.74313674 0.47249863 0.52011768 0.26760225 0.42243246] [-0.23137957] [ 0.4107305 0.52289281 0.55183893 0.46202817 0.51337024 0.53499723 0.41206322 0.5329373 0.47267903 0.54276295] [ 0.42068337] [ 0.20846654 0.4794458 0.62122303 0.33969164 0.56151243 0.74907449 0.43417468 0.2870551 0.4340627 0.6343953 ] [-0.2115256] [ 0.36176328 0.74404039 0.40733375 0.54451019 0.29165837 0.71472849 0.41006589 0.4891723 0.59904455 0.6784465 ] Progress: 63.1% ... Training loss: 0.309 ... Validation loss: 0.491[ 0.29097757] [ 0.10918549 0.64854712 0.41487311 0.63675991 0.38820285 0.74400894 0.41013108 0.38515585 0.61223137 0.58472593] [ 0.07327883] [ 0.43518675 0.6197052 0.37634838 0.49970407 0.24527789 0.52613382 0.42697534 0.56421702 0.49237954 0.43945411] [ 0.26646508] [ 0.25224756 0.53993748 0.45928981 0.57152475 0.43701593 0.64524321 0.43517779 0.36476896 0.50199688 0.47887267] [ 0.35824388] [ 0.16087152 0.63255345 0.5556273 0.4820449 0.40993478 0.80313975 0.40901718 0.36904762 0.54902231 0.6470829 ] [ 0.18020565] [ 0.49121406 0.33086568 0.56532444 0.44204368 0.47538712 0.48909257 0.56599639 0.54660547 0.43535893 0.52344092] [ 0.05227857] [ 0.5273838 0.63313781 0.51301279 0.53864142 0.25217189 0.39391775 0.48110701 0.60394139 0.63443002 0.41613051] [-0.21317913] [ 0.39650278 0.29306629 0.69393992 0.28431164 0.54510456 0.67549339 0.4040977 0.40945942 0.39291071 0.47064202] [-0.42407189] [ 0.38108369 0.79439323 0.31332274 0.65912403 0.36646472 0.41499767 0.35117498 0.4203865 0.51856761 0.66049893] [-0.70141233] [ 0.48723384 0.43178555 0.61913674 0.3671776 0.39128365 0.25464879 0.55525587 0.63488905 0.48090989 0.44764236] [ 0.0382453] [ 0.35836979 0.60454934 0.55581935 0.45492436 0.4042112 0.69714802 0.50833614 0.55252956 0.39673257 0.51128738] [-0.1263868] [ 0.35171593 0.76161858 0.34672998 0.54886357 0.40499542 0.65449201 0.34740978 0.50414184 0.54626992 0.7052222 ] [ 0.0520395] [ 0.18658324 0.58890883 0.37201236 0.53637489 0.37720404 0.57240493 0.37295735 0.4303007 0.50560037 0.39067946] [-0.63562909] [ 0.3895214 0.61674136 0.4377105 0.60452402 0.29913594 0.51536356 0.43020835 0.38704215 0.5380464 0.42700545] [-0.70618376] [ 0.20511833 0.48812609 0.55350731 0.57166619 0.28857045 0.50614581 0.42671216 0.65832163 0.46660666 0.23163918] [-0.30398094] [ 0.35001084 0.56369376 0.499117 0.58195033 0.38978927 0.52541241 0.42593285 0.44170873 0.44986213 0.56822284] [-0.3396775] [ 0.66717891 0.67174484 0.50455662 0.37163292 0.292005 0.42823112 0.48195326 0.57878903 0.64174549 0.5160277 ] [ 0.34171995] [ 0.66005455 0.71152195 0.48870468 0.45426466 0.37003819 0.48771273 0.43809652 0.38913419 0.64378316 0.58612752] [-0.15199054] [ 0.25945277 0.5462075 0.41351066 0.55763127 0.42934878 0.61542045 0.3458031 0.49737984 0.45516406 0.43185465] [-0.00877083] [ 0.41279397 0.68288992 0.50876146 0.38275229 0.36904534 0.45760126 0.5414294 0.57935344 0.6349647 0.41948916] [ 0.06315953] [ 0.37985934 0.65735333 0.46368562 0.55099031 0.33780628 0.71148627 0.4533169 0.46569227 0.58628717 0.66100856] [ 1.52568434] [ 0.64746641 0.60138631 0.60582053 0.37326142 0.37224843 0.3939328 0.5446782 0.66326936 0.64075966 0.38176351] [ 0.06989617] [ 0.61957336 0.59915483 0.52877911 0.35117537 0.3630953 0.41669534 0.45929482 0.56456871 0.65265401 0.48596141] [-1.24654781] [ 0.35231953 0.46818158 0.56190223 0.48700564 0.38643564 0.54887396 0.52791777 0.55783107 0.50152402 0.30204569] [-0.11854684] [ 0.53731616 0.56689549 0.42908925 0.52780568 0.28900851 0.5954678 0.37508953 0.37113224 0.45984117 0.5234309 ] [ 0.55220423] [ 0.5976555 0.52295207 0.56079531 0.37544239 0.31940751 0.4541922 0.54212753 0.47365231 0.57120317 0.4507206 ] [-0.50406426] [ 0.32073092 0.64334186 0.55481348 0.39306255 0.35268792 0.56916929 0.43626612 0.55280524 0.53559889 0.48939039] [ 0.00434425] [ 0.28590028 0.74151748 0.48130351 0.59123621 0.39486025 0.76965163 0.4956797 0.48449409 0.64513519 0.67832918] [-0.11630948] [ 0.15031732 0.54234584 0.55428964 0.63669989 0.43380126 0.69203823 0.40712299 0.50805125 0.52255334 0.45581367] [ 0.1015948] [ 0.34668301 0.34298347 0.59552431 0.28008942 0.49988136 0.39494198 0.50420703 0.39120041 0.49688131 0.2824061 ] [-0.2282561] [ 0.36551559 0.63862253 0.4379467 0.61048282 0.33382789 0.55781556 0.48917864 0.59244775 0.56007274 0.49503643] [-0.37493388] [ 0.33330269 0.41271186 0.5063068 0.3479943 0.40859091 0.60192825 0.40348021 0.51772431 0.36606491 0.39158271] [-0.01554277] [ 0.34840998 0.30655635 0.64057998 0.23525352 0.58619107 0.48664513 0.47162512 0.48806034 0.40447415 0.41151103] [ 1.12382007] [ 0.43789295 0.65583985 0.48565731 0.57766585 0.38907519 0.53192054 0.38530687 0.50786712 0.55607427 0.45220037] [-0.20882948] [ 0.47796286 0.35373873 0.52775078 0.40211536 0.49001713 0.57376233 0.43862706 0.60465085 0.44679725 0.43720132] [-0.34690891] [ 0.32751431 0.58885123 0.63777013 0.41637135 0.52351812 0.56755614 0.4544483 0.46008161 0.47307101 0.57023759] [ 0.01037611] [ 0.32899174 0.5962708 0.53168244 0.42525704 0.38028631 0.47743126 0.50370422 0.57534767 0.57978472 0.38554191] [-0.01237347] [ 0.16019189 0.57923659 0.4466738 0.62520463 0.41014194 0.6630239 0.3800015 0.57156308 0.41950637 0.49865306] [ 0.30905066] [ 0.47853076 0.71646705 0.34962314 0.5803925 0.26693153 0.53423406 0.55034055 0.776458 0.60275213 0.31226557] [ 0.2521334] [ 0.2242679 0.46720667 0.56810721 0.38229044 0.55637363 0.75482072 0.39303615 0.45742881 0.4967657 0.56475961] [-0.29120439] [ 0.31119767 0.60140884 0.41652629 0.50458882 0.38564558 0.45869482 0.46617352 0.50029592 0.49048815 0.68530016] [-0.35382211] [ 0.47393766 0.54260669 0.45950967 0.51351809 0.33830868 0.55408784 0.43490401 0.32108851 0.49047883 0.47935994] [-0.09404113] [ 0.34598629 0.57853184 0.51888441 0.48671712 0.4980995 0.61360919 0.45161641 0.36757614 0.32255269 0.54696376] [-0.27822153] [ 0.66878753 0.27420039 0.73723136 0.30566355 0.58741 0.4161288 0.42747308 0.48646722 0.40008322 0.44186639] [-0.63628299] [ 0.35393759 0.71883767 0.47656155 0.54292071 0.25781452 0.53750819 0.40147145 0.46723148 0.50050448 0.48166381] [ 0.04190817] [ 0.50895511 0.5587961 0.52385096 0.46219405 0.32047935 0.41438163 0.43441328 0.51052052 0.553157 0.42694318] [ 0.57942111] [ 0.54629202 0.76393928 0.41156934 0.47931053 0.30834857 0.357677 0.47169832 0.58315337 0.65993451 0.58574957] [-0.14096623] [ 0.27841056 0.33458578 0.63839605 0.41460746 0.46818329 0.64722914 0.41410362 0.39411813 0.37008066 0.44213459] [-0.03898039] [ 0.4637291 0.56764905 0.60785462 0.41382252 0.55689675 0.6970994 0.45520648 0.46128185 0.4634293 0.62523036] [-0.27891853] [ 0.43343295 0.36595454 0.66899364 0.47052435 0.4277512 0.66470685 0.43672996 0.42137723 0.50478259 0.42084433] [ 0.53693546] [ 0.32140864 0.5434894 0.417054 0.60331957 0.43085738 0.68181801 0.3541475 0.40533783 0.39265175 0.56166443] [-0.13665618] [ 0.38679353 0.45662162 0.43624307 0.58664357 0.35187375 0.67880746 0.3850991 0.58190237 0.4294524 0.4634598 ] [-0.2963039] [ 0.50856753 0.33121376 0.66292619 0.43267992 0.44084521 0.50486389 0.53594737 0.50030611 0.33754932 0.37533313] [-0.0087985] [ 0.27581996 0.38880964 0.68530528 0.47018656 0.5328553 0.67431605 0.37570277 0.36789078 0.45393261 0.44291926] [-0.05699142] [ 0.1814874 0.50521984 0.59550891 0.60630217 0.41015532 0.71477807 0.40733651 0.41797811 0.50060702 0.46091018] [-0.20688574] [ 0.44441598 0.73284129 0.50979387 0.48652567 0.43474925 0.78632708 0.49383266 0.48435755 0.62395053 0.70429349] [-0.2532726] [ 0.72121135 0.61718465 0.61333799 0.37755115 0.47724932 0.48486885 0.47745116 0.59939739 0.63582582 0.50993093] [ 0.85972187] [ 0.71741793 0.56149224 0.54484779 0.36391064 0.29068691 0.38197495 0.49655485 0.71825403 0.54969681 0.40323762] [-0.12797918] [ 0.38151395 0.47034332 0.50478096 0.60064907 0.4235967 0.74203311 0.46580379 0.53821178 0.38626651 0.51073481] [-0.35212463] [ 0.29919593 0.30983134 0.571001 0.56547052 0.47471062 0.52107625 0.47076839 0.52924966 0.36150028 0.40554291] [-0.03966565] [ 0.26925377 0.56944747 0.3811281 0.47932198 0.42368124 0.74403346 0.3477671 0.53609773 0.50045859 0.55647373] [-0.42958068] [ 0.41709591 0.65901402 0.42100875 0.46287689 0.31535836 0.41601918 0.54072092 0.6835835 0.62672092 0.37679488] [ 0.59821059] [ 0.72172147 0.50738389 0.61003194 0.26895109 0.36196983 0.36413219 0.636174 0.69146307 0.54036146 0.28929236] [-0.35987174] [ 0.36477894 0.6493316 0.44241576 0.71729044 0.28036733 0.60613337 0.36902715 0.36903567 0.57279573 0.49903396] [ 0.0166366] [ 0.29533492 0.54405015 0.44283626 0.6067507 0.39298656 0.70981688 0.42786132 0.4496864 0.47443644 0.56031079] [-0.4486985] [ 0.38501129 0.71579351 0.37212734 0.5974135 0.36991512 0.56732448 0.35101774 0.47293056 0.5023052 0.56607346] [ 0.00601995] [ 0.52567667 0.69486142 0.42875923 0.62395964 0.41968899 0.40571124 0.49804487 0.68021513 0.59612735 0.43367774] [ 0.01675499] [ 0.60828614 0.53779413 0.60675482 0.33523364 0.41589121 0.57511932 0.53103517 0.5084044 0.64638818 0.60591026] [ 0.31652678] [ 0.22167483 0.53287772 0.57022682 0.46564606 0.4794815 0.70430253 0.38410519 0.36137592 0.43253184 0.5940377 ] [-0.93142763] [ 0.4829719 0.56007046 0.32864325 0.52187541 0.34891748 0.61198559 0.4924079 0.64365993 0.39073189 0.35546071] [ 0.01857143] [ 0.6570142 0.49778433 0.60445192 0.45349557 0.37837386 0.28567892 0.51388922 0.66081631 0.55191039 0.2404105 ] [ 0.16409178] [ 0.32550519 0.57791367 0.59922023 0.56774845 0.30500983 0.56611348 0.41882689 0.55509259 0.61732324 0.40675219] [ 0.68320315] [ 0.42977589 0.67150573 0.4017141 0.48064661 0.30379826 0.37574123 0.4662419 0.57765839 0.58784568 0.38361932] [-0.57795479] [ 0.76883546 0.41434778 0.59204836 0.30994693 0.36791417 0.39788769 0.54810011 0.40795744 0.53518929 0.43305939] [-0.19431429] [ 0.67580426 0.46172109 0.54491235 0.24380153 0.48301201 0.45874085 0.51429656 0.38924161 0.43180213 0.558484 ] [-0.30489037] [ 0.34118792 0.5267907 0.55549462 0.60370222 0.52785204 0.534187 0.35270034 0.42800618 0.38078768 0.51328697] [ 0.50079574] [ 0.70426466 0.47330503 0.58197822 0.46609358 0.35202812 0.40772987 0.39228342 0.35843348 0.52790254 0.40013012] [ 0.55816837] [ 0.41354068 0.54321317 0.55444107 0.48078183 0.34913122 0.52892167 0.40720954 0.63679772 0.49624042 0.4314475 ] [-0.0070637] [ 0.29904559 0.64248619 0.45445292 0.70515149 0.32501383 0.61600969 0.47230301 0.5571238 0.49808461 0.54601473] [-0.46612757] [ 0.52966171 0.60600657 0.42690746 0.58395179 0.40541298 0.56756733 0.35632242 0.36997292 0.48975683 0.54684949] [ 0.10928975] [ 0.46837225 0.61420374 0.48274082 0.46874224 0.38294147 0.56611994 0.43971044 0.30208032 0.53657456 0.52651211] [-0.3786038] [ 0.37511918 0.70676477 0.29813411 0.60952031 0.3931647 0.7022243 0.50223423 0.59745126 0.46514895 0.45032133] [ 0.16775012] [ 0.71296837 0.6140805 0.50454713 0.41013953 0.31007644 0.35590156 0.48338221 0.49202937 0.55933648 0.47801116] [-0.33676181] [ 0.53868668 0.58955013 0.50398943 0.63289476 0.43054892 0.51047711 0.40533154 0.58569953 0.53793473 0.48091509] [ 0.23280753] [ 0.18687409 0.62102863 0.49440315 0.58053846 0.41018785 0.63379467 0.37762582 0.5007949 0.61401457 0.49035172] [-0.20487875] [ 0.45640524 0.57044267 0.60548037 0.53409775 0.52560229 0.50074134 0.43448446 0.45795104 0.58415555 0.46434259] [ 0.06063356] [ 0.27980135 0.49739957 0.45815813 0.4910232 0.56535036 0.6541156 0.37885386 0.37095616 0.39685886 0.51947718] [ 0.55518762] [ 0.66462483 0.50279785 0.5857533 0.28093082 0.45363211 0.33029656 0.52400811 0.48594557 0.50035944 0.53009168] [-0.50267061] [ 0.19892092 0.52469528 0.49380607 0.60405824 0.39669162 0.585053 0.36988827 0.5751584 0.49483242 0.45385725] [ 0.2103288] [ 0.63319357 0.44735043 0.67159379 0.30799494 0.51981791 0.58124816 0.51777934 0.5070473 0.40949348 0.50062913] [-0.07005154] [ 0.66199394 0.50091446 0.57852881 0.28133131 0.53218902 0.54183459 0.50609387 0.50550014 0.4454023 0.45137118] [ 0.1767949] [ 0.29417238 0.72849816 0.43327345 0.63105191 0.44371515 0.77319878 0.47956715 0.49177793 0.53213168 0.67300672] [-0.44950205] [ 0.50257342 0.56632344 0.51492419 0.45599395 0.46995235 0.55861863 0.43111108 0.49498148 0.56347273 0.5173154 ] [ 0.13876274] [ 0.44460087 0.73574442 0.32815696 0.67710244 0.22985671 0.58535682 0.33902277 0.54465456 0.6211147 0.54917486] [-0.48649932] [ 0.55194887 0.5573985 0.43619861 0.55524809 0.33046517 0.39855084 0.54747739 0.55433034 0.4774444 0.39478962] [-0.15199054] [ 0.25945277 0.5462075 0.41351066 0.55763127 0.42934878 0.61542045 0.3458031 0.49737984 0.45516406 0.43185465] [ 0.27166274] [ 0.20563373 0.64664857 0.41068973 0.71744342 0.44290629 0.7405559 0.4356962 0.40982966 0.51257011 0.57375324] [-0.00072621] [ 0.40635092 0.51267833 0.61162505 0.38371886 0.57989322 0.56226468 0.36646483 0.45494546 0.49682313 0.64204837] [ 0.3202297] [ 0.1880645 0.59375548 0.55662752 0.57849845 0.32152809 0.7115617 0.36620698 0.37301822 0.56943531 0.49701469] [ 0.11766679] [ 0.27699882 0.62662386 0.4227946 0.66336553 0.52939001 0.68406632 0.2920833 0.5291577 0.4097485 0.54450475] [-0.8127602] [ 0.56861341 0.47091518 0.6620689 0.39612571 0.2638604 0.36463256 0.54077885 0.68075644 0.5583374 0.26023363] [-0.54366685] [ 0.32652206 0.6002463 0.462695 0.61253681 0.37561173 0.58512812 0.44598632 0.54056031 0.52676153 0.40449313] [ 0.13835691] [ 0.59503856 0.60456184 0.50624421 0.41466466 0.37351869 0.3342728 0.49579273 0.48860282 0.56326687 0.44838666] [-0.26507984] [ 0.25905899 0.44282462 0.66017011 0.41443402 0.42599871 0.64067308 0.50450057 0.45392736 0.46437664 0.49016573] [ 2.22721788] [ 0.80931697 0.36503129 0.68376414 0.13973165 0.38318742 0.33788363 0.60248304 0.61948573 0.54541702 0.32452603] [ 2.63127993] [ 0.70973489 0.49694665 0.59454891 0.3663365 0.27943196 0.25591034 0.56225425 0.65199681 0.51787381 0.25978545] [ 0.43114578] [ 0.58789372 0.56816991 0.52306785 0.52362629 0.3313708 0.45477109 0.49674562 0.4128247 0.53955352 0.52949263] [-0.54241558] [ 0.73693552 0.57525221 0.50938279 0.395344 0.2766261 0.58163913 0.46396667 0.47106758 0.49823206 0.54588963] [-0.43799039] [ 0.75233284 0.55156081 0.49788233 0.49135782 0.29285165 0.37004598 0.44235487 0.45217676 0.59701819 0.4961924 ] [-0.03987878] [ 0.35314314 0.68128461 0.36900116 0.56749693 0.28873938 0.49770565 0.43126137 0.57818385 0.52841334 0.54272441] [ 0.64161656] [ 0.58648169 0.62351871 0.52078337 0.44247141 0.31146536 0.5109722 0.46802797 0.47458033 0.49080428 0.53203673] [-0.06128877] [ 0.56503404 0.66818054 0.55302992 0.52275989 0.35478604 0.49138955 0.57556197 0.5298502 0.58840051 0.48231784] [-0.37988494] [ 0.29916483 0.36020152 0.74747069 0.41563418 0.46034315 0.61403647 0.41147475 0.38491522 0.45428248 0.43516308] [-0.09170168] [ 0.53170383 0.33443208 0.64777333 0.40750067 0.6011674 0.5590678 0.4781498 0.40237983 0.36740095 0.39422131] [-0.10410597] [ 0.27168079 0.56269355 0.49520179 0.467031 0.43771544 0.67615119 0.37384795 0.37159447 0.45527296 0.49540261] [-0.29429357] [ 0.41181202 0.61924121 0.43821376 0.59916841 0.49586731 0.51174644 0.43956389 0.4131418 0.36212477 0.62856093] [-0.15912429] [ 0.32728765 0.38706924 0.63928916 0.39072273 0.46204765 0.59469555 0.42846218 0.41674067 0.42113364 0.44053678] [-0.11089223] [ 0.67638848 0.71106268 0.47128142 0.40010293 0.34556551 0.38359464 0.48835351 0.44614357 0.60925062 0.4961001 ] [-0.32311578] [ 0.34952603 0.36261263 0.61654617 0.38872515 0.52425706 0.67259934 0.50799338 0.40742767 0.39867939 0.49717235] [-0.45784925] [ 0.39410098 0.55666305 0.53428716 0.45633727 0.38725873 0.67955198 0.39090575 0.47040292 0.48623209 0.52285925] [ 1.47306534] [ 0.46392849 0.43928596 0.6297881 0.30476125 0.41486082 0.53465116 0.40263712 0.45172908 0.42971109 0.42395615] [-0.24799524] [ 0.64951051 0.62892154 0.51605091 0.35036926 0.38971123 0.61681436 0.55602702 0.52797756 0.4558283 0.57964387] [ 0.34513026] [ 0.18358231 0.39522174 0.6035311 0.45581928 0.49361116 0.73641775 0.4066396 0.32555856 0.40459045 0.51417472] [-0.60013108] [ 0.44960741 0.66711989 0.45274943 0.61454737 0.3081451 0.47123816 0.48160512 0.57920434 0.63138757 0.40003145] [ 0.22813635] [ 0.31901732 0.67004322 0.41398449 0.66513261 0.59137708 0.70034761 0.44728948 0.45578458 0.399474 0.62830107] [ 0.33241851] [ 0.62517483 0.66888239 0.489169 0.35065385 0.27918462 0.48557244 0.58749126 0.64485716 0.5366886 0.38221187] [-0.06690653] [ 0.41861746 0.70741254 0.51444479 0.70693126 0.51922165 0.71525342 0.44672192 0.47642013 0.596614 0.6053455 ] [ 0.99487168] [ 0.63957489 0.60955235 0.50914349 0.37894969 0.4107369 0.29458332 0.59828062 0.64373431 0.56421226 0.38842064] [-0.54621259] [ 0.70788436 0.54335204 0.53489777 0.47671737 0.37950342 0.3580292 0.41079397 0.40572097 0.54693806 0.50958127] Progress: 63.4% ... Training loss: 0.305 ... Validation loss: 0.478[ 0.13276173] [ 0.43705607 0.30291419 0.62346018 0.25612365 0.4805951 0.59287718 0.43258462 0.36539449 0.30001066 0.38699912] [-0.41969977] [ 0.45449013 0.60667904 0.55172957 0.42170799 0.40491558 0.58920401 0.56063406 0.57843039 0.59198187 0.60099056] [ 0.14572564] [ 0.25718714 0.68800733 0.37499038 0.60397991 0.45245169 0.766035 0.32330591 0.56265508 0.48037569 0.63074116] [ 0.2232571] [ 0.39726702 0.58633581 0.62679327 0.4776462 0.53710015 0.70508768 0.43543925 0.48525615 0.41418596 0.58650227] [ 1.12097506] [ 0.69410999 0.43606644 0.57097235 0.20488561 0.31615324 0.2045744 0.5983221 0.59853906 0.54652181 0.24160925] [-0.45876967] [ 0.56537738 0.57189958 0.50909052 0.46290922 0.44318985 0.58821385 0.43043681 0.39257548 0.49495652 0.58266356] [ 0.74307676] [ 0.17997406 0.67959342 0.45219186 0.60232924 0.62819274 0.71181906 0.34211383 0.34519884 0.3481934 0.6476673 ] [ 0.26424252] [ 0.41694892 0.48233489 0.4536226 0.5401499 0.40790625 0.64042892 0.44490331 0.66070777 0.55528393 0.4365119 ] [ 0.49495255] [ 0.21066723 0.67101361 0.45504754 0.49306188 0.51354342 0.75155781 0.3353185 0.40547787 0.43912849 0.69759815] [-0.27127311] [ 0.59779854 0.65157218 0.57741159 0.41768636 0.45389904 0.45075078 0.59260518 0.59024742 0.59273765 0.48340569] [-0.89852491] [ 0.50278463 0.46965469 0.52065203 0.55260309 0.37762689 0.57451452 0.45895541 0.53075339 0.42861941 0.37319226] [ 0.13099953] [ 0.68537338 0.45033778 0.5088444 0.3951623 0.47286777 0.35346399 0.58376633 0.4695612 0.55227552 0.29340393] [-0.28702709] [ 0.42584671 0.51215502 0.58790807 0.3162267 0.45501665 0.54561111 0.54647689 0.62363935 0.40703433 0.47255868] [-0.07726899] [ 0.39264728 0.61275398 0.5577343 0.34463717 0.5000557 0.61403591 0.34407332 0.53442513 0.58810665 0.52190855] [ 0.12307561] [ 0.14880344 0.54878195 0.46849293 0.60839029 0.46490737 0.59846291 0.37442759 0.44002851 0.48386268 0.47136725] [-0.45659458] [ 0.67891822 0.63165272 0.44976271 0.36004627 0.36300225 0.4201898 0.44967685 0.57516088 0.68911088 0.46807696] [-0.31265227] [ 0.68426346 0.45009954 0.59804268 0.23973885 0.43747939 0.33674304 0.51758256 0.54628628 0.46324667 0.43283108] [-0.36245032] [ 0.55586507 0.7020468 0.46587962 0.48913945 0.32806888 0.52339606 0.42592784 0.51852357 0.58361034 0.57328708] [ 0.36363055] [ 0.46031371 0.40718002 0.64907046 0.4574861 0.43512941 0.51299553 0.41342603 0.56453738 0.53999912 0.42276522] [ 0.04446006] [ 0.420065 0.75071191 0.37616783 0.58699275 0.49306464 0.66971332 0.3997833 0.51767088 0.45956506 0.77446051] [ 0.05074808] [ 0.22838782 0.5162374 0.51258833 0.53825901 0.40372406 0.65401828 0.42049014 0.51454748 0.5089921 0.44472585] [ 0.73814185] [ 0.75327031 0.46054367 0.61603675 0.29182964 0.40405994 0.42225054 0.54328561 0.45246299 0.61137542 0.43422718] [ 0.05146649] [ 0.7083882 0.73125563 0.53136419 0.55089861 0.39727313 0.52897062 0.62329497 0.53979362 0.6589646 0.5634647 ] [-0.0644908] [ 0.32916674 0.64017654 0.4225112 0.52108522 0.34321182 0.5228848 0.44415942 0.47979918 0.54502863 0.43942862] [-0.39377107] [ 0.31522658 0.52593585 0.46957012 0.54174278 0.45367676 0.53888158 0.40228276 0.33370349 0.50349514 0.44323451] [ 0.15454815] [ 0.27446648 0.38497559 0.72068439 0.41722127 0.51236912 0.74640006 0.45707702 0.34419583 0.3594923 0.48159445] [-0.46347855] [ 0.49175849 0.57490498 0.57170558 0.24281959 0.54507203 0.64143899 0.45330193 0.5217552 0.64107831 0.61544274] [ 1.18882264] [ 0.25405457 0.57662759 0.4624854 0.53039388 0.38755794 0.50239539 0.34796019 0.53980204 0.5436329 0.44217369] [-0.09478745] [ 0.40811358 0.6913818 0.49483129 0.53506321 0.41985813 0.59211066 0.49380515 0.55893814 0.4916056 0.51788954] [ 0.34830655] [ 0.24756077 0.6105013 0.51319864 0.56127756 0.62088154 0.76759762 0.42569569 0.40250128 0.49882759 0.61313534] [-0.43725093] [ 0.43174081 0.62443381 0.47492683 0.62156875 0.48640532 0.63905596 0.3561048 0.58123352 0.48825876 0.56436229] [-0.16105721] [ 0.32700004 0.53324862 0.53804947 0.56302773 0.34068922 0.68259708 0.48551309 0.6049151 0.40499961 0.45871037] [-0.49609375] [ 0.6580513 0.6049183 0.46594203 0.55592608 0.25835157 0.42149301 0.45343766 0.54155675 0.62662466 0.38412449] [ 0.40330367] [ 0.5409957 0.67238636 0.43205374 0.63094766 0.2991411 0.49802554 0.52842225 0.62877751 0.56791992 0.47551499] [-0.15658923] [ 0.26115687 0.44538908 0.63271656 0.39569578 0.38656087 0.57434963 0.43549769 0.54610921 0.45174631 0.41372845] [-0.17423483] [ 0.27437267 0.4009017 0.5208657 0.46045608 0.51081166 0.59471996 0.49128039 0.55690886 0.4821117 0.4234634 ] [-0.59868928] [ 0.65103848 0.64513807 0.46329521 0.47950224 0.30872318 0.49152691 0.51878881 0.66827496 0.51396456 0.51551085] [-1.30494573] [ 0.50047308 0.64573418 0.39126275 0.4673796 0.24303094 0.43716874 0.52513127 0.72155443 0.54872152 0.38817166] [-0.26805909] [ 0.53964937 0.63076969 0.38889422 0.49374062 0.51696333 0.72981432 0.45069393 0.51664571 0.45336792 0.67133489] [ 0.36002263] [ 0.71788037 0.65949331 0.46485217 0.3189307 0.37336312 0.23095063 0.48125444 0.50932308 0.62644288 0.46730025] [-0.1036627] [ 0.33952892 0.48662565 0.55262962 0.37435181 0.51123072 0.41954846 0.55582477 0.44032659 0.56782342 0.3029359 ] [-0.58174153] [ 0.52038819 0.75055645 0.35359323 0.63214443 0.30122663 0.50820302 0.40969921 0.35763477 0.5270622 0.59323912] [-0.0234374] [ 0.27536111 0.69442404 0.35058778 0.5915801 0.37133482 0.6558946 0.40054457 0.39327715 0.61513492 0.62905254] [-0.31683357] [ 0.63207749 0.43374007 0.6084206 0.32447276 0.51927833 0.38508971 0.52589114 0.55946929 0.36400626 0.52035353] [-0.5716201] [ 0.22343769 0.53200274 0.61561193 0.64784814 0.29494669 0.57164751 0.34424491 0.4923718 0.58012294 0.36681003] [ 1.82431789] [ 0.76494744 0.48403701 0.68276685 0.30635252 0.40550401 0.27515414 0.62382701 0.68855135 0.5073085 0.36427054] [-0.35265304] [ 0.62607352 0.79603797 0.55988925 0.5125168 0.36754572 0.54147828 0.53381719 0.53337324 0.71771675 0.59117841] [ 0.53382735] [ 0.62861163 0.22149564 0.6641154 0.25256281 0.58013631 0.49532189 0.47568244 0.48845073 0.36651003 0.38209058] [ 0.18686278] [ 0.70286563 0.41860931 0.58875394 0.32556269 0.48076815 0.31985214 0.54510489 0.51872986 0.45453642 0.41508654] [ 0.18275889] [ 0.60257318 0.59587311 0.52314085 0.43242279 0.40310695 0.47303935 0.57703058 0.55575614 0.50773619 0.47636795] [-0.30492008] [ 0.43932841 0.72008694 0.42381806 0.47771542 0.36660306 0.68748382 0.40294102 0.46243835 0.61804338 0.6794217 ] [-0.2602696] [ 0.6056195 0.47371237 0.55529009 0.33066637 0.44408398 0.68986296 0.41762956 0.65553669 0.57692654 0.47811722] [ 0.07510878] [ 0.18691781 0.35858748 0.52472015 0.66486564 0.33843774 0.76082011 0.32103659 0.47380661 0.4196781 0.4017948 ] [-0.12907773] [ 0.58642693 0.59807581 0.55002409 0.44672186 0.38892022 0.45928617 0.45209945 0.51788817 0.59094946 0.53421818] [-0.15280003] [ 0.47518615 0.48164688 0.64228394 0.30694546 0.33494522 0.34862109 0.5534421 0.65465198 0.53434284 0.27835795] [ 0.09871191] [ 0.38891687 0.76759058 0.44380566 0.67052833 0.42399274 0.66698191 0.43318664 0.38529655 0.49917565 0.67337303] [-0.29251389] [ 0.43094201 0.65164728 0.53407908 0.56609685 0.37664241 0.67601939 0.46458234 0.49481797 0.51445956 0.54807694] [-0.74516571] [ 0.33396026 0.45198107 0.59461375 0.3841025 0.47696476 0.6038642 0.40946282 0.6325975 0.42873355 0.42009354] [-0.2752448] [ 0.70973044 0.64663728 0.6242648 0.35514045 0.49603209 0.51631032 0.55323852 0.55145743 0.62718796 0.68037689] [-0.22200508] [ 0.811821 0.59482885 0.65578108 0.32312782 0.31376502 0.30414653 0.63054742 0.68311775 0.60080366 0.30807913] [-0.21998479] [ 0.36824501 0.52401445 0.46383381 0.42197725 0.46338013 0.52993475 0.41041982 0.49198102 0.58691187 0.37638486] [-0.30482393] [ 0.16793573 0.6568359 0.55306599 0.61074191 0.28670299 0.67199917 0.34957717 0.5112159 0.49657283 0.48150804] [ 0.15927716] [ 0.78404765 0.76291474 0.50125923 0.52768505 0.4385686 0.41652545 0.54452804 0.65915871 0.73138469 0.78149261] [ 0.00021105] [ 0.69873932 0.67498726 0.49186541 0.34687876 0.28713577 0.47901755 0.5673753 0.762052 0.62241993 0.44663603] [ 0.12784123] [ 0.51782965 0.56586144 0.55544164 0.42872159 0.45436921 0.57940766 0.53297205 0.53801405 0.52764974 0.51409854] [-0.38266327] [ 0.35947132 0.41806132 0.51916111 0.43048451 0.45721853 0.54901596 0.51072003 0.42761765 0.46333362 0.37547108] [ 0.03520321] [ 0.4882488 0.59763238 0.5066698 0.46804524 0.39824954 0.51832602 0.58071372 0.56693539 0.49097622 0.49278067] [-0.14635785] [ 0.26274037 0.20129867 0.77655556 0.30794663 0.54844126 0.63751316 0.50825148 0.38154922 0.30697918 0.42075972] [-0.38285647] [ 0.62710502 0.62231308 0.52980431 0.49033363 0.19569216 0.32938589 0.50022743 0.68545751 0.55281225 0.36443559] [-0.32384356] [ 0.27266275 0.65595083 0.3802464 0.6821505 0.36080875 0.70056479 0.51868211 0.55851397 0.56771825 0.500983 ] [ 0.06765032] [ 0.32632978 0.47556669 0.55031649 0.45776983 0.49114242 0.67469248 0.36525948 0.61399342 0.54232415 0.46006795] [-0.26636274] [ 0.31864154 0.55978465 0.37139946 0.5803474 0.45653412 0.57302587 0.39341081 0.66490997 0.53492326 0.46144918] [ 1.24622105] [ 0.51912709 0.66439795 0.45523147 0.47767997 0.28669067 0.45027054 0.3905449 0.64362233 0.53531384 0.42984681] [-0.45723806] [ 0.37060381 0.77817902 0.42201831 0.67683286 0.42009723 0.53178281 0.36424408 0.4900713 0.54601037 0.58972184] [-0.45021974] [ 0.6791913 0.56407344 0.62382097 0.5459254 0.32773324 0.38635295 0.48440326 0.71742125 0.55116727 0.35320579] [ 0.60401645] [ 0.50366439 0.49704933 0.51103633 0.61848491 0.37834552 0.54388499 0.45213413 0.5994615 0.43579891 0.53126558] [-0.02626614] [ 0.53056344 0.60857637 0.41943312 0.40088739 0.30117651 0.46596379 0.44286747 0.49826914 0.47082862 0.44576199] [ 0.4048081] [ 0.14022628 0.56427672 0.4063564 0.65868074 0.53407802 0.64269273 0.37213239 0.33606465 0.3392406 0.49747892] [-0.33678002] [ 0.31599484 0.66524137 0.45131962 0.69326885 0.33765721 0.70054088 0.43818135 0.5255611 0.51458043 0.5243605 ] [ 1.13525401] [ 0.46280223 0.64658272 0.4998474 0.40803318 0.38400018 0.32677208 0.48418504 0.6601772 0.64905728 0.4161735 ] [ 0.39120212] [ 0.73799023 0.53606625 0.5880054 0.26220105 0.37720032 0.32348658 0.54106022 0.41788601 0.62482176 0.38602773] [-0.31012648] [ 0.53522223 0.55303381 0.62963352 0.34255628 0.53664619 0.76486422 0.53362474 0.42647528 0.51823349 0.66445819] [ 0.02418553] [ 0.39345994 0.68814607 0.52348006 0.51770395 0.34659012 0.55855432 0.52772515 0.64776604 0.61683759 0.46975957] [-0.09126073] [ 0.77084562 0.47354908 0.62535619 0.24956012 0.41638736 0.43009003 0.58619808 0.40775159 0.5183177 0.4172118 ] [-0.48577954] [ 0.47636777 0.66706383 0.48401313 0.68100562 0.45478312 0.52731235 0.36858393 0.41996476 0.4553564 0.52789966] [ 0.45847841] [ 0.16326788 0.47240449 0.49247552 0.56651773 0.50888316 0.77569025 0.43822815 0.41545326 0.35041706 0.49293008] [-0.5091733] [ 0.55536854 0.51430586 0.6117996 0.18748979 0.70273059 0.64537084 0.51156111 0.4118032 0.46549445 0.59941166] [-0.00264313] [ 0.65362548 0.67688461 0.4878525 0.33054407 0.47962294 0.55251447 0.47429842 0.52675872 0.51701686 0.51008148] [-0.27537762] [ 0.36634824 0.57632835 0.49277224 0.65620131 0.3265532 0.60343827 0.3773283 0.3365725 0.52289478 0.48590074] [-0.24895103] [ 0.64768104 0.36212387 0.6416926 0.50651721 0.56866243 0.46340847 0.45337809 0.54084054 0.50441845 0.53408208] [ 0.30891539] [ 0.16791839 0.2633577 0.69888688 0.35702139 0.55659674 0.73807618 0.408408 0.37583651 0.31148799 0.50695327] [-0.37063141] [ 0.32973502 0.58885026 0.63874066 0.41520671 0.52173091 0.56383605 0.4559924 0.46368214 0.47499872 0.56684188] [-0.27084978] [ 0.60588032 0.61201653 0.4471583 0.31438717 0.43156161 0.58714431 0.52251954 0.51176093 0.44422661 0.50463008] [-0.01725616] [ 0.32803115 0.38518748 0.68682536 0.40148848 0.4991786 0.68470711 0.39188724 0.40783718 0.43231587 0.4889842 ] [ 0.1507043] [ 0.40790223 0.69453209 0.45506671 0.59796283 0.31198532 0.60416945 0.40080985 0.42598086 0.57494072 0.5751433 ] [ 0.37210259] [ 0.14641557 0.53576237 0.45796472 0.63571285 0.37781173 0.64729933 0.31864492 0.34675401 0.47250938 0.43703521] [-0.16274166] [ 0.47779775 0.36232496 0.57918491 0.44392212 0.60028456 0.49433444 0.47163406 0.39515228 0.43934835 0.33937138] [-0.48196189] [ 0.60656064 0.66284713 0.40158954 0.55289649 0.27612897 0.49280645 0.42974173 0.47108044 0.58190722 0.53252041] [-0.15476072] [ 0.61769587 0.6891365 0.50581556 0.60354816 0.31598566 0.47321183 0.4627214 0.43642729 0.68333448 0.51742087] [-0.00881379] [ 0.40455528 0.48977407 0.38043768 0.49245292 0.40410624 0.53829807 0.39282 0.42927823 0.44352286 0.46896261] [ 0.07178244] [ 0.21940004 0.73316138 0.3450202 0.67034898 0.32123219 0.64925618 0.2850674 0.50001331 0.46500334 0.60498316] [ 1.38859412] [ 0.48613794 0.75683422 0.39703767 0.5712944 0.31252622 0.34878105 0.50039664 0.71548612 0.73621436 0.31794622] [-0.08121436] [ 0.64957581 0.44720768 0.58295674 0.40298222 0.50300934 0.38591042 0.48677216 0.49554916 0.42965334 0.42706789] [-0.23010305] [ 0.38718612 0.34317153 0.63874293 0.35420156 0.60350501 0.53260744 0.56240124 0.32748672 0.34514055 0.66276883] [ 0.64998734] [ 0.80635501 0.57858266 0.63262971 0.32163915 0.40588728 0.46791511 0.56352587 0.48763495 0.62169418 0.43674867] [-0.12871955] [ 0.31376653 0.50143243 0.56722892 0.48064752 0.42834068 0.71555972 0.45902105 0.48948657 0.35011319 0.51899642] [ 0.20591186] [ 0.45014701 0.74817225 0.41800618 0.50931484 0.46759207 0.61269394 0.53335986 0.47527684 0.62883118 0.62917227] [-0.04908489] [ 0.30315086 0.76095542 0.28922412 0.68855761 0.32750597 0.58312677 0.41244161 0.39144166 0.48688014 0.64142283] [ 0.44277443] [ 0.18107049 0.64736538 0.42198462 0.63949582 0.38805212 0.77603764 0.32776842 0.39824668 0.48151816 0.60342056] [-0.40412866] [ 0.48182976 0.69586675 0.43146945 0.60327138 0.24390608 0.3520831 0.44088633 0.50865189 0.66984487 0.38560265] [-0.19512238] [ 0.42352968 0.1787585 0.80380333 0.33913411 0.54348959 0.64172033 0.48727539 0.33798858 0.27196861 0.31672073] [-0.32702987] [ 0.69179888 0.70123158 0.5833189 0.54160521 0.43140772 0.52020421 0.49550922 0.60962612 0.66124812 0.56306603] [-0.57810577] [ 0.51252871 0.78947615 0.41648404 0.66142026 0.43163614 0.57368106 0.4944287 0.42263263 0.57441454 0.58076073] [-0.5640916] [ 0.58921797 0.29750806 0.7359252 0.30278048 0.42136419 0.60261135 0.44976514 0.54700404 0.49918965 0.39968015] [ 0.3659167] [ 0.57202629 0.61028755 0.53145513 0.58663069 0.43285608 0.48548942 0.43664108 0.62084299 0.65260142 0.40212546] [ 0.20088425] [ 0.56909852 0.36260434 0.56817017 0.33640948 0.50782522 0.42970077 0.62750266 0.56119956 0.44971457 0.32210681] [ 0.37499626] [ 0.41198772 0.58268387 0.48382378 0.45715559 0.32458147 0.41494009 0.42961915 0.49937338 0.53676686 0.44385076] [-0.07918844] [ 0.54790415 0.53447489 0.58166575 0.25366925 0.43096962 0.44205231 0.47703085 0.48615603 0.56727869 0.38158835] [-0.01208822] [ 0.41780131 0.42768551 0.57165117 0.32966139 0.41821562 0.45768292 0.50620859 0.50855668 0.53647504 0.30704447] [-1.50344569] [ 0.27832035 0.55795676 0.55219597 0.56385818 0.25771738 0.44948725 0.43184327 0.59184358 0.60479635 0.25225726] [-0.1211754] [ 0.46440616 0.60980861 0.42866823 0.5921053 0.34630306 0.56671795 0.30864879 0.370034 0.46524406 0.55356213] [ 0.82964785] [ 0.55164014 0.63633215 0.48288947 0.44086941 0.30791969 0.39299216 0.43604886 0.59205346 0.51406533 0.42201623] [ 0.87246244] [ 0.68796649 0.61081404 0.49356898 0.40764572 0.27407518 0.31180334 0.4487221 0.40361045 0.62715824 0.362451 ] [ 0.10615356] [ 0.48248397 0.71359238 0.44877985 0.57494604 0.25399241 0.57614145 0.42758286 0.45237538 0.55492457 0.5161738 ] [-0.1896524] [ 0.32423014 0.60070365 0.47980476 0.43162985 0.41744331 0.52844163 0.45292186 0.40493514 0.47950617 0.56411088] [-0.0636368] [ 0.39357026 0.18498683 0.76111932 0.23321355 0.49868595 0.47731256 0.49000667 0.4149176 0.37565384 0.26032841] [ 0.14753644] [ 0.26035438 0.53039332 0.55681386 0.57356314 0.39358898 0.73124087 0.38829815 0.40151482 0.42459623 0.5852251 ] [-0.17933992] [ 0.37783113 0.41033775 0.6349292 0.46859368 0.52153153 0.51228033 0.38534143 0.38474777 0.48423587 0.3590391 ] Progress: 63.7% ... Training loss: 0.306 ... Validation loss: 0.480[-0.08178672] [ 0.18853101 0.5038822 0.44464435 0.5942037 0.45947479 0.69588389 0.4187725 0.5735929 0.41612506 0.39997556] [-0.43474348] [ 0.44542859 0.68659556 0.38245654 0.55445597 0.44870373 0.54829458 0.33468077 0.44391469 0.51680794 0.57012047] [ 0.41861403] [ 0.41412589 0.47260407 0.51978726 0.48452918 0.37125457 0.5433328 0.40508584 0.63887255 0.50100931 0.37745133] [ 0.13885393] [ 0.54284285 0.51357955 0.51617186 0.5404304 0.44315035 0.46889713 0.49800084 0.68251186 0.58535698 0.32795836] [ 0.53983692] [ 0.51625254 0.6641078 0.47016894 0.50728616 0.31337834 0.53352388 0.52461677 0.43939475 0.55980102 0.59917035] [ 0.19677979] [ 0.50978603 0.49316073 0.58899305 0.38958461 0.40500233 0.48899462 0.54434904 0.61111131 0.41765306 0.38988023] [-0.40292702] [ 0.48993907 0.42446154 0.58995496 0.41036038 0.47463716 0.56659597 0.51158654 0.55479416 0.3871686 0.53684027] [ 0.3717032] [ 0.30277489 0.67825275 0.43248621 0.61381793 0.55087758 0.67898093 0.44241576 0.34500784 0.39472663 0.6480308 ] [-0.27162932] [ 0.65791663 0.68259637 0.58349886 0.41336097 0.51388159 0.50743241 0.51817341 0.46529567 0.64201757 0.47045087] [-0.15713002] [ 0.3479943 0.44223185 0.4441202 0.62142644 0.38640386 0.65993207 0.40780151 0.67462774 0.53264962 0.41515166] [ 0.14387033] [ 0.14921024 0.54878158 0.46891146 0.60758341 0.46391775 0.59747661 0.37480272 0.44099906 0.48431631 0.46937877] [-0.05991913] [ 0.62161286 0.64525783 0.45212251 0.53143265 0.37353595 0.37348922 0.51757911 0.71670412 0.68055019 0.28183808] [ 0.23711707] [ 0.32370614 0.4440978 0.40714381 0.63267046 0.32623344 0.51517703 0.39173981 0.4211579 0.49526016 0.40987007] [ 0.55177432] [ 0.762806 0.62845207 0.57552236 0.38028239 0.33346644 0.47039016 0.60140406 0.6755819 0.64972747 0.40178957] [-0.24383039] [ 0.33118232 0.36675866 0.52462057 0.33752503 0.48394858 0.48407155 0.50873463 0.46592851 0.41664695 0.33503668] [ 0.04429253] [ 0.25949234 0.60653065 0.52204846 0.40775639 0.40814223 0.5281219 0.47541463 0.64423248 0.62463146 0.42670351] [-0.09439277] [ 0.48852606 0.39025449 0.52976306 0.53152133 0.41015666 0.52094903 0.42081682 0.37577828 0.50893204 0.4349428 ] [ 0.07128355] [ 0.38607795 0.68658705 0.47048115 0.58220528 0.50060651 0.76057906 0.29520193 0.59427429 0.4807614 0.70495944] [-0.05276736] [ 0.73485069 0.53043647 0.54901986 0.45762676 0.29855515 0.49709936 0.44034107 0.38427465 0.58245878 0.49636455] [ 1.51087085] [ 0.69711816 0.37414625 0.64158464 0.30084547 0.50366741 0.39443848 0.54958681 0.52266765 0.38400686 0.42904107] [ 0.25027303] [ 0.22875347 0.67190366 0.33137321 0.70395063 0.40744502 0.65807119 0.41626866 0.51698467 0.52768021 0.58235135] [-0.21429274] [ 0.27575051 0.53226309 0.54951676 0.54558652 0.40619604 0.74497617 0.3547071 0.55492669 0.45050902 0.48912747] [-0.59237756] [ 0.51490693 0.80541769 0.44110334 0.52126611 0.45901796 0.54722007 0.51691308 0.41050339 0.56410928 0.62766041] [ 0.80418423] [ 0.65588477 0.48458066 0.53646871 0.32694542 0.38823899 0.27461709 0.46341098 0.48972149 0.56027998 0.33610511] [ 0.41213665] [ 0.22087592 0.44214499 0.61362814 0.45111754 0.58215922 0.81485788 0.37219158 0.44585474 0.42813541 0.63380247] [ 0.09381315] [ 0.17720245 0.57107321 0.55088692 0.59856247 0.32254153 0.74492938 0.35309238 0.42885598 0.46487277 0.50123536] [ 1.37131261] [ 0.5903259 0.54701793 0.63112912 0.41085472 0.50817614 0.4958867 0.48421729 0.49042854 0.55719688 0.44073785] [-0.41097629] [ 0.61003876 0.41113353 0.55130124 0.39485028 0.52032341 0.41833437 0.56154224 0.51017557 0.43176457 0.36826723] [-0.16549049] [ 0.73772876 0.72917945 0.52247254 0.44975325 0.39748629 0.46629524 0.50966704 0.5502208 0.61233315 0.44972668] [ 0.35883574] [ 0.69982008 0.47002288 0.59621729 0.1972224 0.38082329 0.4974475 0.52020988 0.78234104 0.58950828 0.35323822] [ 0.37129969] [ 0.3115842 0.69972024 0.4180305 0.52083543 0.34366685 0.54153703 0.39112449 0.580587 0.51645636 0.38865316] [-0.48373909] [ 0.40492276 0.52554981 0.48158256 0.50793684 0.36722824 0.62437262 0.36425698 0.4675089 0.52639715 0.52303789] [ 0.08657701] [ 0.7110295 0.5903947 0.57291354 0.5100883 0.41532743 0.47736928 0.49822335 0.63645288 0.56530286 0.45230922] [ 0.00762621] [ 0.28466348 0.59706668 0.43614496 0.40868549 0.5345117 0.67581739 0.36035478 0.40786597 0.46257205 0.56283045] [ 0.91755852] [ 0.62252382 0.72865066 0.4336621 0.60591311 0.19455779 0.32091012 0.47293583 0.666879 0.63726672 0.49664319] [-0.05220118] [ 0.39296392 0.44412645 0.60753199 0.47127973 0.42174404 0.58128649 0.53335898 0.47302868 0.4418807 0.51652577] [-0.73960511] [ 0.50804482 0.57104973 0.49213608 0.48754786 0.46596033 0.62147985 0.503537 0.66727115 0.45614165 0.46816847] [ 0.0311036] [ 0.33698614 0.44819926 0.64337855 0.48208112 0.39273768 0.66877543 0.39453591 0.37327359 0.40575092 0.46776762] [-0.51176873] [ 0.74666744 0.57327333 0.59972449 0.45137097 0.39068437 0.43711004 0.52266654 0.38723909 0.62640011 0.50126075] [ 0.14083658] [ 0.41850183 0.35272883 0.59382842 0.57929166 0.53024893 0.59223898 0.531521 0.56292787 0.388884 0.32954906] [-0.57522948] [ 0.67685315 0.67047826 0.40591342 0.41255209 0.3014526 0.41755514 0.47565558 0.52231231 0.61064674 0.47928837] [-0.12784925] [ 0.40176042 0.55347644 0.36662011 0.64484828 0.44186285 0.42705818 0.48242671 0.35644923 0.37676053 0.74371023] [ 0.57948412] [ 0.28203268 0.63921929 0.40662631 0.52010218 0.34684189 0.57575413 0.40037223 0.48909454 0.60055191 0.47042267] [ 0.26296535] [ 0.27132303 0.40940238 0.53772588 0.52185279 0.57412311 0.48288939 0.42614992 0.37710856 0.46632523 0.63478248] [ 1.66107603] [ 0.56853227 0.6885729 0.45064309 0.44524374 0.22544058 0.36670051 0.51599472 0.62083464 0.62210876 0.39514694] [-0.15557252] [ 0.52137816 0.70261924 0.54669521 0.50825684 0.47529899 0.58586461 0.40776884 0.45235936 0.51760645 0.56257483] [-0.34088621] [ 0.36154493 0.71438172 0.40792626 0.53519717 0.26268041 0.58646861 0.4199657 0.51196614 0.55310325 0.55177705] [ 0.11341588] [ 0.44589749 0.6400709 0.47366308 0.69403071 0.55538361 0.74374967 0.41669375 0.44564369 0.43199163 0.58508685] [ 0.11560182] [ 0.31434549 0.61010687 0.58708413 0.45414082 0.56055951 0.73021022 0.45136174 0.42249907 0.53835685 0.64740074] [-1.23766251] [ 0.65125936 0.70832537 0.48443112 0.49321178 0.27091281 0.44834297 0.4887346 0.50122954 0.57839707 0.53217727] [-0.48696154] [ 0.69725309 0.43716037 0.61505783 0.37541499 0.46458265 0.46844749 0.57097185 0.55878423 0.41366418 0.42855476] [ 0.91324757] [ 0.70972031 0.37122867 0.64166817 0.22250807 0.33269201 0.25472634 0.59969519 0.72013462 0.48030194 0.20121794] [ 0.55081074] [ 0.16155946 0.53595092 0.34004619 0.60962364 0.47773089 0.73546991 0.37615587 0.38567023 0.30259154 0.55081093] [-0.41127173] [ 0.65923295 0.68765264 0.4716074 0.43933096 0.34552224 0.3367592 0.42054891 0.5765252 0.67015527 0.57617717] [ 0.12879656] [ 0.72163188 0.63170659 0.61134115 0.39394912 0.31256783 0.43450324 0.65209458 0.74328286 0.62305409 0.41522175] [ 0.44138907] [ 0.41357853 0.81227518 0.37847215 0.70859964 0.29678813 0.60560636 0.46994646 0.63881449 0.60114697 0.54679607] [-0.2012435] [ 0.48333172 0.48290519 0.48962976 0.69433118 0.49250762 0.48226582 0.42524175 0.47245185 0.43619308 0.62983778] [-0.62233837] [ 0.46501567 0.73326238 0.4064928 0.51682312 0.27469408 0.46272089 0.45026494 0.60199317 0.65066016 0.50693404] [-0.28765042] [ 0.41641758 0.52432016 0.5513694 0.45900507 0.44419945 0.65693721 0.4668657 0.45205109 0.39007219 0.523339 ] [-0.0347777] [ 0.29640003 0.62684728 0.58753952 0.4675985 0.46777749 0.58833205 0.3966427 0.51937787 0.62278928 0.57502509] [ 0.09147878] [ 0.29035148 0.56170298 0.500865 0.43700636 0.39624744 0.68021577 0.39512744 0.50401211 0.39315599 0.45782273] [ 1.82446343] [ 0.76630735 0.48403365 0.68391149 0.30504491 0.40324324 0.27179731 0.62588433 0.69281557 0.51005223 0.36020437] [-0.51592982] [ 0.49125261 0.45786334 0.59087465 0.38655322 0.43630083 0.4220572 0.52573402 0.62070303 0.56149108 0.33884922] [-0.23846094] [ 0.47300728 0.43550227 0.56015754 0.33528907 0.51424042 0.59431056 0.4278065 0.53043716 0.47490382 0.55744775] [ 1.03022099] [ 0.71494518 0.3593811 0.61885286 0.31282753 0.35033456 0.36619929 0.44598377 0.4400161 0.38797236 0.34377614] [ 0.06840461] [ 0.35978808 0.6387118 0.47699327 0.56064579 0.54531379 0.78578442 0.51790824 0.51523888 0.49822426 0.55167951] [-0.1588997] [ 0.41147319 0.71971902 0.42417216 0.66214181 0.29938289 0.65234089 0.38547404 0.4149617 0.49939495 0.6171479 ] [ 0.23117941] [ 0.21979171 0.68455354 0.28271774 0.63146266 0.41352028 0.78221187 0.44952272 0.57808364 0.4277947 0.56828889] [ 0.73730605] [ 0.4140602 0.69480154 0.46265725 0.55546184 0.28815229 0.62941534 0.46143356 0.72430592 0.48740155 0.46224266] [ 0.033469] [ 0.73616174 0.44088662 0.6493642 0.39983356 0.41269722 0.3559846 0.50892675 0.37709686 0.57031888 0.36921951] [-0.13594865] [ 0.43222208 0.41939027 0.65316831 0.28199137 0.41454973 0.4222405 0.550379 0.50973551 0.52293799 0.32193215] [-0.06093428] [ 0.4774405 0.63696232 0.5002196 0.60773577 0.42155188 0.5893695 0.45940419 0.53958842 0.5283564 0.45034242] [ 0.20487463] [ 0.21682902 0.47670456 0.6328071 0.42459725 0.49972541 0.57516817 0.39996835 0.38279535 0.35864191 0.5139302 ] [-0.42261152] [ 0.36006562 0.65136952 0.43500807 0.57511164 0.38179053 0.56945691 0.39022434 0.38965063 0.60675956 0.52017954] [ 0.40114025] [ 0.18655665 0.54666345 0.44192941 0.62129044 0.48110015 0.72920337 0.44159543 0.38831121 0.4923324 0.5832093 ] [-0.70004306] [ 0.712939 0.4771927 0.50227604 0.44029295 0.37534977 0.44549203 0.42895208 0.42398434 0.57317401 0.39264473] [-0.57520795] [ 0.50546832 0.66455247 0.40579413 0.47031868 0.32885879 0.43772701 0.53854036 0.66662799 0.54348097 0.3866742 ] [ 0.09394071] [ 0.30502775 0.48933159 0.39241718 0.59333308 0.39879676 0.44487789 0.3579758 0.4589599 0.49091784 0.41602893] [-0.03207243] [ 0.56276054 0.50329464 0.56450681 0.41499576 0.51593961 0.36558268 0.54688035 0.48998349 0.52671854 0.46169361] [-0.36943557] [ 0.36508441 0.690035 0.36946682 0.65278691 0.40308679 0.70988207 0.54732339 0.59681681 0.50163175 0.46196319] [ 0.10923413] [ 0.29583441 0.65416819 0.35307835 0.36262152 0.35736934 0.70284813 0.36569445 0.45802483 0.43967368 0.55284294] [-0.57746783] [ 0.73266735 0.65366834 0.51344097 0.38456113 0.33878274 0.41362024 0.48673893 0.43623256 0.6532357 0.47419156] [ 0.37406299] [ 0.37348351 0.74404566 0.43448812 0.53314172 0.3124617 0.46351585 0.51538532 0.66966505 0.5909492 0.50258791] [-0.04434181] [ 0.54634257 0.37200285 0.65918434 0.19582636 0.36295011 0.36784352 0.58301425 0.57380711 0.54103506 0.24215385] [-0.05361203] [ 0.49993198 0.55475596 0.62851932 0.35682819 0.49222145 0.52522587 0.49189883 0.59087868 0.50455633 0.49043126] [ 0.67625813] [ 0.46504333 0.57802072 0.45066791 0.56093284 0.28310464 0.49182119 0.47961526 0.48927871 0.53395564 0.44915076] [ 0.87305627] [ 0.53281357 0.52243015 0.52955816 0.22705328 0.31831636 0.32801354 0.59183746 0.60769487 0.56399461 0.34968499] [ 0.32720685] [ 0.39534605 0.57383878 0.5056727 0.54837693 0.29559109 0.55478092 0.49415594 0.6950747 0.4469758 0.40480577] [ 0.25942465] [ 0.34870211 0.58832584 0.41256157 0.51069288 0.47453842 0.64901866 0.51500317 0.49615783 0.49599501 0.58093626] [-0.21769703] [ 0.50414167 0.6664836 0.33933756 0.53730727 0.30924898 0.43182892 0.36291881 0.53233187 0.51064277 0.53586155] [ 0.00029945] [ 0.41082514 0.54824105 0.58003174 0.4298241 0.4931181 0.50947796 0.46109094 0.50403481 0.5022005 0.64329888] [-0.34154787] [ 0.3564808 0.20661583 0.7086131 0.33359014 0.5457849 0.56345636 0.45383161 0.32598063 0.42302929 0.26589312] [ 0.36587885] [ 0.28187022 0.3571213 0.55070737 0.46734304 0.57000883 0.57964086 0.47103758 0.32982546 0.37295287 0.69703612] [-0.10319897] [ 0.32355316 0.52185053 0.39840288 0.41606783 0.52874178 0.62739912 0.38937251 0.37430107 0.35164579 0.48879012] [-0.48645203] [ 0.50293565 0.8344362 0.32606102 0.54180955 0.34122438 0.63224481 0.41257832 0.50982509 0.65981646 0.70012431] [-0.1621064] [ 0.55587599 0.68897029 0.51356173 0.46489537 0.49768646 0.58194509 0.51540324 0.50155723 0.5336992 0.71436755] [ 0.0861705] [ 0.39289798 0.55925773 0.55634451 0.56096849 0.58975731 0.64169939 0.397966 0.4610579 0.46824033 0.56750014] [ 1.03022099] [ 0.71494518 0.3593811 0.61885286 0.31282753 0.35033456 0.36619929 0.44598377 0.4400161 0.38797236 0.34377614] [ 0.07828656] [ 0.70222849 0.6164187 0.47243166 0.32195047 0.34423209 0.30622836 0.48192315 0.52290275 0.61869245 0.39375145] [-0.59692401] [ 0.37265657 0.65112782 0.36856866 0.57758947 0.35031367 0.6046881 0.46401104 0.74801037 0.45234358 0.39771582] [-0.13331005] [ 0.27835742 0.51097973 0.44131221 0.59861292 0.42531814 0.75204539 0.40124424 0.56857496 0.31311332 0.41949322] [-0.05691386] [ 0.76950619 0.47354832 0.62532667 0.25007849 0.41659969 0.43158388 0.58620903 0.40788811 0.51854622 0.41795745] [-0.31836541] [ 0.28821517 0.38293424 0.47184975 0.48378924 0.44028442 0.54752231 0.38815248 0.4630812 0.392079 0.38623963] [ 0.32950718] [ 0.28492685 0.74104301 0.40708359 0.55124425 0.37759079 0.64428604 0.38405018 0.39854895 0.62119562 0.66925319] [-0.66557036] [ 0.44212848 0.47420142 0.5637141 0.4305101 0.3755188 0.5547851 0.4350433 0.63972324 0.55765157 0.36675464] [-0.26874637] [ 0.40434469 0.51272786 0.50923505 0.45237336 0.50539516 0.6694565 0.3408662 0.51381863 0.4345519 0.59872013] [-0.09223637] [ 0.47363773 0.70646785 0.54896721 0.50267764 0.50226111 0.75502461 0.55812474 0.45281883 0.57006713 0.67915461] [ 1.19976802] [ 0.62047752 0.69382651 0.39130824 0.53008786 0.23681985 0.4384822 0.45746344 0.55156115 0.61035718 0.41226927] [-0.10905158] [ 0.34771552 0.4330208 0.59911251 0.32276897 0.4353028 0.55395662 0.53031182 0.54097575 0.53942895 0.3244354 ] [ 0.22660533] [ 0.47805634 0.79284559 0.33072526 0.62860411 0.26676331 0.61476083 0.40300799 0.46505594 0.63192426 0.67587918] [-0.08626628] [ 0.38446506 0.56662168 0.50482854 0.55005389 0.49353491 0.66233806 0.35023614 0.5754046 0.59411868 0.46057004] [-0.03948311] [ 0.29956406 0.48425864 0.51957153 0.41982685 0.57491575 0.54375652 0.38962229 0.28106258 0.39194672 0.50805762] [-0.16522946] [ 0.38456883 0.67566591 0.40242636 0.5075794 0.31732299 0.612812 0.34430354 0.52482153 0.56182953 0.49794572] [-0.16083832] [ 0.45941577 0.51379347 0.51892564 0.519276 0.39972556 0.64185817 0.36300679 0.40366649 0.38723269 0.60179965] [ 0.20727195] [ 0.36147311 0.58519274 0.46187013 0.5540074 0.32581269 0.62351488 0.46294669 0.45832033 0.43883074 0.52854167] [ 0.25987406] [ 0.76987414 0.49275508 0.65842891 0.27044344 0.45456895 0.5002923 0.61119888 0.532252 0.59518352 0.43098354] [-1.15533225] [ 0.41095351 0.36557866 0.63274906 0.24629757 0.39080507 0.30534287 0.49919131 0.50054886 0.505887 0.21755411] [-0.1166213] [ 0.49510319 0.67354067 0.45732911 0.5868105 0.18689344 0.41674484 0.47946055 0.67604736 0.63264303 0.40397057] [ 1.14585083] [ 0.57796219 0.54164312 0.54520456 0.38735617 0.44674598 0.3592131 0.59753892 0.59755213 0.56007236 0.2766139 ] [ 0.42584943] [ 0.27224636 0.69661004 0.4430278 0.74597834 0.53880608 0.77820663 0.40839611 0.46337562 0.50170506 0.60476233] [ 0.28135981] [ 0.41366828 0.18454142 0.74753587 0.26256099 0.611208 0.45606296 0.49233794 0.44514362 0.43113103 0.31633606] [-0.04856657] [ 0.37713463 0.57894474 0.54006566 0.50668538 0.40466113 0.54132851 0.37790968 0.47546124 0.55913263 0.43907384] [ 0.23996602] [ 0.24933184 0.5820305 0.63593757 0.45597947 0.62912665 0.71564023 0.41429369 0.40769549 0.47233243 0.62903921] [-0.00675102] [ 0.28086179 0.68175627 0.441628 0.55485671 0.47502792 0.626143 0.4552307 0.42854233 0.38695097 0.58501976] [-0.00097446] [ 0.27461545 0.72324994 0.37296677 0.58094933 0.34918086 0.60611174 0.45982201 0.37436493 0.7072483 0.56886991] [-0.41901331] [ 0.54574596 0.51040572 0.58857767 0.37383704 0.4786315 0.514058 0.5454589 0.5798357 0.41836105 0.44366644] [-0.68685] [ 0.33624309 0.59256747 0.46190129 0.42945528 0.33717031 0.49416144 0.52033542 0.7054965 0.47780058 0.29690495] [-1.22012484] [ 0.53118456 0.71476533 0.4403602 0.6203932 0.19847436 0.41290083 0.39192449 0.50837512 0.58145625 0.41364764] Progress: 64.0% ... Training loss: 0.310 ... Validation loss: 0.477[ 0.22569101] [ 0.33438439 0.58688739 0.45289052 0.57361982 0.41156652 0.62784462 0.41038102 0.63227439 0.64747397 0.45587536] [ 0.01879634] [ 0.18343325 0.43408933 0.58663405 0.440782 0.4991498 0.57414497 0.40329604 0.44054787 0.39469586 0.54732805] [-0.21852006] [ 0.37739103 0.4392611 0.56627208 0.37573539 0.41097559 0.57389201 0.41565994 0.44311859 0.39366904 0.47215485] [-0.16149391] [ 0.31507248 0.79079404 0.39582382 0.7141661 0.39189994 0.59938751 0.33086204 0.6125532 0.60008799 0.71983621] [-0.52858267] [ 0.5155907 0.53907905 0.53802082 0.5160656 0.50481928 0.64305585 0.39242202 0.46571758 0.45075519 0.49000629] [-0.51950157] [ 0.53591259 0.6679812 0.51692889 0.45508267 0.57831849 0.57437968 0.38977896 0.49808341 0.49135775 0.59503161] [-0.49353119] [ 0.44669602 0.63605879 0.52085942 0.46316314 0.41206662 0.63526056 0.54578961 0.43144853 0.62446281 0.57145896] [-0.81735353] [ 0.6449705 0.41905549 0.66124184 0.23175726 0.56509835 0.45465943 0.52015472 0.44149548 0.54566405 0.43994759] [ 0.78644289] [ 0.7244666 0.59569951 0.56063368 0.30229776 0.41899588 0.36318572 0.58600252 0.67492433 0.62963178 0.37820345] [-0.21792449] [ 0.40690222 0.39362446 0.54889177 0.30545625 0.41595362 0.45408489 0.41752613 0.45628998 0.4503866 0.35493664] [ 1.27583896] [ 0.59414718 0.53322711 0.55967435 0.42045062 0.39408432 0.43916592 0.4900557 0.57605995 0.44691058 0.43620708] [-0.16860387] [ 0.24558483 0.27422968 0.61372827 0.4982016 0.42342697 0.73201648 0.36710848 0.42391738 0.36668406 0.38249076] [ 0.2486858] [ 0.37285557 0.35153986 0.57087488 0.32691278 0.40515606 0.61728655 0.40694142 0.47550936 0.44101749 0.409868 ] [-0.07652963] [ 0.57440102 0.60243685 0.58909958 0.44077515 0.44960026 0.41898394 0.60724037 0.54797163 0.53033803 0.54679943] [-0.37066719] [ 0.53652408 0.67085923 0.40823953 0.59593084 0.25205028 0.63852889 0.36334201 0.47085357 0.56730943 0.55832493] [ 1.12076857] [ 0.81616154 0.59515832 0.54915629 0.38008756 0.24066549 0.20165788 0.56147653 0.63749857 0.59556283 0.37292066] [-0.71545225] [ 0.4195027 0.55209772 0.58214509 0.43890877 0.44902184 0.59260747 0.50466613 0.49589424 0.41346847 0.46373466] [-0.28607704] [ 0.52218223 0.66448323 0.45947439 0.636236 0.31655399 0.63679853 0.45276837 0.66794484 0.6263526 0.59063963] [-0.0986049] [ 0.20508294 0.52584389 0.58213434 0.38265713 0.46901467 0.66903672 0.44925551 0.3523248 0.52324014 0.52159291] [-0.12485675] [ 0.39758978 0.63743812 0.43877761 0.57929815 0.33585395 0.4652554 0.34592014 0.5453921 0.61164168 0.43966108] [-0.35034222] [ 0.65735488 0.52095118 0.6734834 0.48104784 0.48903591 0.50719953 0.51787248 0.59351114 0.58828044 0.49147002] [-0.57537243] [ 0.52107753 0.35900484 0.58458895 0.23650355 0.42069137 0.59083433 0.4215713 0.54042794 0.33247911 0.36137836] [-0.25793251] [ 0.4766313 0.77518423 0.44525393 0.6470629 0.37233892 0.67480644 0.45826494 0.53169563 0.58790019 0.7347558 ] [ 0.35809318] [ 0.4441412 0.67053036 0.36034612 0.73239361 0.27328894 0.55611419 0.40935013 0.41428958 0.60319616 0.62648875] [-0.12355227] [ 0.29367781 0.59290841 0.51639457 0.56096206 0.44118491 0.70737953 0.40721187 0.50073867 0.55496853 0.56160891] [-0.04414779] [ 0.40194473 0.72271488 0.2684973 0.52919573 0.33997972 0.42770287 0.37505027 0.471994 0.5576716 0.53380658] [ 0.100988] [ 0.55091593 0.60530204 0.55149612 0.43556583 0.42631763 0.48050032 0.55081447 0.52882094 0.61151629 0.48391844] [ 0.08284486] [ 0.37066155 0.69340109 0.3999854 0.63027234 0.28437655 0.64964539 0.46202554 0.40555409 0.57379391 0.56503575] [-0.90357518] [ 0.37844499 0.61825827 0.38215492 0.61155354 0.27816454 0.54081138 0.49318127 0.63306864 0.51074631 0.43499597] [ 0.43877764] [ 0.26664492 0.44854685 0.56583846 0.52540423 0.46519466 0.55572186 0.47271164 0.51613929 0.50118789 0.35742919] [-0.68504802] [ 0.62996744 0.50551641 0.61444336 0.31470491 0.43059909 0.57253967 0.50992705 0.45221825 0.55606571 0.51640847] [ 1.15248635] [ 0.39713453 0.49867318 0.42173604 0.58362605 0.36812925 0.50944864 0.35076528 0.48899227 0.49654675 0.36003803] [-0.4976703] [ 0.78113524 0.61240653 0.59199678 0.3697606 0.45883057 0.44937838 0.61507168 0.50645664 0.64179935 0.45596902] [ 0.01532248] [ 0.52323123 0.50345701 0.59168986 0.57111198 0.50578863 0.57487602 0.43226858 0.58029463 0.57077454 0.46585791] [-0.41679892] [ 0.71651848 0.40040688 0.58813963 0.44212505 0.48937223 0.42962365 0.4648006 0.60756229 0.47130255 0.38709143] [-0.06925317] [ 0.27735368 0.74750893 0.37394498 0.73255169 0.31822866 0.71074352 0.4327138 0.48736312 0.5315986 0.56730065] [ 1.09688353] [ 0.33740653 0.60081478 0.45638798 0.41078322 0.37016417 0.41939391 0.49776988 0.58628773 0.6345251 0.28106493] [-0.48202318] [ 0.74865701 0.61631203 0.60439038 0.36198611 0.48185086 0.43717219 0.57430759 0.55005424 0.518474 0.6611617 ] [ 0.22227019] [ 0.33421295 0.61168585 0.33953834 0.59860376 0.42182133 0.52333878 0.38781468 0.51461011 0.48154838 0.47966502] [-0.98430866] [ 0.31797476 0.56459003 0.50678861 0.3599219 0.33144124 0.51962839 0.41178241 0.47591888 0.50956103 0.39850148] [-0.04430963] [ 0.17955401 0.45167925 0.51355368 0.60889577 0.45620336 0.66711625 0.45400755 0.3916054 0.502418 0.42070253] [ 0.03602279] [ 0.30895176 0.51823104 0.55777515 0.47165424 0.43332395 0.47460421 0.45222919 0.44352776 0.58241885 0.3781182 ] [-0.24846082] [ 0.43009041 0.50340349 0.44694795 0.62975896 0.44150884 0.59240247 0.50495729 0.61847864 0.39138571 0.41171365] [ 0.68785092] [ 0.41563626 0.64026849 0.43120393 0.54810775 0.31981508 0.59995928 0.494229 0.68273374 0.48714724 0.41476335] [-0.86001092] [ 0.61645066 0.53062023 0.52772717 0.25743806 0.3818341 0.28711553 0.6152253 0.6471759 0.58379192 0.2731678 ] [-0.02389808] [ 0.419493 0.66199696 0.42226019 0.70680233 0.33623986 0.53227489 0.50150919 0.60896853 0.49119303 0.66843564] [-0.23502122] [ 0.40188388 0.65672471 0.47320612 0.57973567 0.44407549 0.44629189 0.40898799 0.59180663 0.59401444 0.42194061] [-0.42212711] [ 0.52424223 0.44586104 0.65286708 0.24564695 0.50727348 0.64004742 0.45949463 0.43518935 0.49881585 0.51697026] [ 1.74106244] [ 0.71647199 0.56439963 0.62316278 0.32891991 0.45212753 0.4294002 0.51080399 0.54072442 0.50080473 0.41585151] [-0.28117877] [ 0.4789029 0.54340746 0.42327107 0.53171785 0.42707701 0.49874747 0.41720638 0.6427217 0.54437725 0.54797059] [ 1.19409859] [ 0.66928359 0.58274479 0.51312614 0.50012543 0.45768398 0.29425064 0.57802798 0.61664028 0.66719463 0.23733707] [-0.40001579] [ 0.44246822 0.7150795 0.3975054 0.5968195 0.29633175 0.57725103 0.34659236 0.46433941 0.52407673 0.56712092] [-0.17893967] [ 0.45943539 0.58307401 0.45198856 0.47601813 0.34075083 0.47892274 0.57232654 0.48471715 0.50554064 0.52579046] [-0.43948772] [ 0.48376932 0.660721 0.49186155 0.43503674 0.38271464 0.65098191 0.41840554 0.52099861 0.5777455 0.59794755] [ 0.07325465] [ 0.19779044 0.67066784 0.55811044 0.48218526 0.4397469 0.70212224 0.4186904 0.39521563 0.47778909 0.5899497 ] [ 0.38532003] [ 0.65261089 0.37291155 0.65384776 0.23539265 0.33916448 0.27101729 0.6022486 0.72819305 0.47589713 0.192884 ] [ 0.0721642] [ 0.55414122 0.62058101 0.4093081 0.43897708 0.40691724 0.56140282 0.42180014 0.43518846 0.49872498 0.53294055] [ 0.59707376] [ 0.7558342 0.61665729 0.57824259 0.2064969 0.44780611 0.45532486 0.72359307 0.69161581 0.60371297 0.41753112] [ 0.01621456] [ 0.28409569 0.74161687 0.47504037 0.62527879 0.40471249 0.78308239 0.34321291 0.55070753 0.62362353 0.69067804] [ 0.01893127] [ 0.36167907 0.52250239 0.57637639 0.40840409 0.40853946 0.55394219 0.49623739 0.51160914 0.49353305 0.45567384] [-0.01371014] [ 0.63915802 0.66578736 0.44270905 0.61984386 0.24774748 0.49216366 0.49637915 0.49127098 0.60128297 0.56178236] [ 1.12948878] [ 0.68443612 0.74829357 0.53107574 0.41114313 0.41180773 0.53710277 0.50695714 0.55224499 0.58860145 0.57878717] [ 0.13581267] [ 0.35239551 0.84015916 0.36257468 0.72430479 0.44991093 0.68121244 0.37507629 0.46671435 0.54146511 0.71939576] [ 0.43904927] [ 0.46437788 0.68423069 0.46672937 0.61323301 0.34362471 0.56257211 0.55413533 0.48595955 0.64309068 0.5855675 ] [ 0.88735742] [ 0.52040343 0.60365636 0.467983 0.54721227 0.35741801 0.48055873 0.49148033 0.5871863 0.5730655 0.45143234] [ 0.52530163] [ 0.24046536 0.56858584 0.50009836 0.49613671 0.37732657 0.56379547 0.38272728 0.57319585 0.55096953 0.39703523] [-0.3066377] [ 0.23579275 0.37293518 0.69060904 0.40758102 0.4193136 0.5632686 0.46539832 0.39416106 0.40406151 0.37762093] [-0.22783101] [ 0.32236136 0.52282403 0.55793859 0.44877555 0.40922198 0.58652255 0.59266296 0.59534206 0.43910061 0.46365226] [-0.26438099] [ 0.40175181 0.59261654 0.46769415 0.51503199 0.46641746 0.55366839 0.42774007 0.49162599 0.5811114 0.55038304] [-0.7612146] [ 0.71664351 0.44038798 0.66431938 0.19537582 0.37071444 0.39310922 0.59580149 0.70501488 0.60065758 0.39066551] [-0.16189544] [ 0.48257517 0.61794408 0.58161928 0.52608238 0.45007265 0.54097294 0.51441776 0.45627527 0.62616264 0.49192491] [-1.05002979] [ 0.23488906 0.51119472 0.46932576 0.55790575 0.3982084 0.46698816 0.44195012 0.62099673 0.61001459 0.33716436] [ 1.78172833] [ 0.73830141 0.48826504 0.5722377 0.2773079 0.32647274 0.22979182 0.53137505 0.63225039 0.5967104 0.2558799 ] [-0.06210692] [ 0.4221486 0.46078817 0.62425348 0.45470657 0.34749253 0.59085698 0.46867715 0.53723113 0.49997621 0.4091215 ] [ 0.30924958] [ 0.14947095 0.47826372 0.48034514 0.5567918 0.53548987 0.76934851 0.46369719 0.45528438 0.36484102 0.50091226] [ 0.02322502] [ 0.22436783 0.49417093 0.64622046 0.46257087 0.45431088 0.69566039 0.39418176 0.34768742 0.37544812 0.51796443] [-0.74357469] [ 0.58273391 0.60886893 0.510086 0.49359108 0.42341496 0.6667155 0.48671983 0.47086581 0.51302294 0.52321576] [ 0.31734436] [ 0.43246537 0.72823878 0.47442473 0.62574813 0.36895092 0.46335743 0.41859028 0.61574127 0.70929786 0.44603321] [ 0.06270238] [ 0.22671381 0.24539601 0.68876472 0.26020998 0.53123988 0.73617059 0.43304176 0.37712594 0.28142063 0.43779405] [ 0.94047499] [ 0.62358052 0.65815063 0.47270742 0.5262409 0.25388112 0.43095524 0.43743272 0.5332147 0.52477974 0.55965154] [-0.31295539] [ 0.44214983 0.75955167 0.45643952 0.55734856 0.35742629 0.6823844 0.46272365 0.53051341 0.59691599 0.59829938] [-0.04448537] [ 0.4748481 0.3856986 0.65176983 0.30780414 0.40374031 0.46698086 0.49017639 0.55438233 0.4913759 0.31556778] [ 1.43820571] [ 0.4912989 0.69287659 0.36908798 0.52739091 0.2477065 0.4981788 0.45343653 0.52096995 0.47748245 0.41941798] [-0.31458523] [ 0.5906728 0.44567456 0.61060509 0.48293077 0.37764135 0.42611409 0.56532448 0.69105824 0.46526257 0.32125867] [ 0.16117651] [ 0.53541919 0.57470606 0.33775445 0.54615021 0.30693453 0.4266824 0.4108478 0.4039398 0.50314792 0.47841486] [ 0.44536122] [ 0.80847675 0.4003667 0.63720354 0.34000778 0.27631711 0.37212335 0.54298079 0.65161641 0.49387981 0.35009027] [ 0.40028517] [ 0.21603522 0.43740956 0.63914643 0.49109794 0.43373233 0.82530933 0.33087459 0.38910828 0.34793902 0.58379671] [-0.31352859] [ 0.47004044 0.46621243 0.47633442 0.44860591 0.37038115 0.46216417 0.43535538 0.45096938 0.45280188 0.43026655] [ 0.0974789] [ 0.40771818 0.76177637 0.43766773 0.71993386 0.4574939 0.63250173 0.36081604 0.40833042 0.48797938 0.65904348] [ 0.25004473] [ 0.24330461 0.68244608 0.47040867 0.54085133 0.45150794 0.70364625 0.33671509 0.47412535 0.51911603 0.74052884] [-0.68319517] [ 0.26716893 0.65349399 0.4716862 0.48879558 0.36760303 0.66570823 0.40764975 0.70274743 0.55185457 0.48028775] [ 0.71647088] [ 0.40900298 0.61640844 0.46401741 0.32471189 0.3567118 0.62548057 0.43107256 0.48607842 0.58087381 0.51000011] [ 0.19184901] [ 0.67047575 0.60134844 0.51583613 0.30572945 0.41287207 0.39870321 0.56329273 0.55388114 0.56726457 0.40288026] [ 0.01545397] [ 0.4077725 0.72644342 0.36372453 0.70162986 0.36108284 0.53667607 0.36750272 0.3223492 0.46053261 0.72567261] [-1.99245345] [ 0.65320431 0.49589985 0.53651171 0.40208569 0.30947961 0.24178501 0.49285867 0.59018922 0.57797217 0.24673782] [ 0.74589369] [ 0.75937352 0.39666651 0.73455816 0.17186235 0.47730712 0.21203056 0.55219306 0.68721244 0.50552475 0.32762413] [ 0.02035692] [ 0.6574337 0.52188368 0.6180953 0.49169417 0.49362044 0.34480986 0.50752338 0.56476775 0.49692381 0.48280241] [-0.21254467] [ 0.69348294 0.54519584 0.68351101 0.27156159 0.50516533 0.57980029 0.60263725 0.55873626 0.61646707 0.57950053] [ 0.01192641] [ 0.72962809 0.73471783 0.58600068 0.31526896 0.32852046 0.31837128 0.64089012 0.71057126 0.6737455 0.36517629] [-0.22178049] [ 0.34561487 0.67713564 0.31453246 0.70306846 0.42395194 0.6778803 0.39840965 0.52438333 0.49207513 0.54771584] [ 1.10986365] [ 0.45146829 0.65397383 0.48892469 0.43571138 0.26539747 0.53116866 0.41875486 0.45625286 0.46255145 0.52196762] [-0.54412966] [ 0.50510719 0.29265096 0.55158812 0.51825126 0.44952312 0.64957752 0.45045 0.55913922 0.42419781 0.40290322] [-0.3588379] [ 0.7240787 0.47543434 0.61978027 0.21572861 0.34118587 0.28173293 0.51718311 0.58152319 0.53844848 0.35142064] [ 0.23086625] [ 0.46024761 0.68485444 0.45076553 0.45579604 0.3683699 0.55970758 0.47311498 0.5434308 0.55777079 0.6111407 ] [-0.18655185] [ 0.42385257 0.78626013 0.34074201 0.56673344 0.33924671 0.66860801 0.37154056 0.50859731 0.51182478 0.72544221] [ 0.2333988] [ 0.2058478 0.57532577 0.37841557 0.65177334 0.49787524 0.78017605 0.37863647 0.56133307 0.50228991 0.63494284] [ 0.06890054] [ 0.31403859 0.72395059 0.43228522 0.61767309 0.31890835 0.57381854 0.54378558 0.62604387 0.55242755 0.51554507] [-0.00292498] [ 0.68757203 0.43463593 0.63113687 0.27786316 0.3463795 0.31189371 0.56715312 0.67156411 0.50202252 0.34691715] [-0.14245914] [ 0.22079342 0.49766756 0.52076583 0.70161955 0.54230617 0.65643366 0.44772192 0.55917791 0.42297117 0.47132954] [-0.04239981] [ 0.63427164 0.55678346 0.5325134 0.40010132 0.51203696 0.43985071 0.51429518 0.51276241 0.58674822 0.43136581] [ 0.25589845] [ 0.19364613 0.62072777 0.36972284 0.72971394 0.39123006 0.72752776 0.38607127 0.48065245 0.47990973 0.57322431] [ 0.44563668] [ 0.29252002 0.45639214 0.58203729 0.57105119 0.34990761 0.60440423 0.40057927 0.52915254 0.58207596 0.35297007] [-0.80939482] [ 0.42189516 0.37416236 0.69671477 0.46124741 0.34156643 0.49784054 0.50355644 0.61833394 0.47593238 0.29032485] [-0.02132928] [ 0.73533445 0.69418327 0.51894563 0.24136019 0.39871109 0.43616675 0.59279875 0.45958721 0.68321043 0.56783995] [-0.80366662] [ 0.24071727 0.63463126 0.55372378 0.55258896 0.28839923 0.56254922 0.40229017 0.56379899 0.52967845 0.39364143] [ 0.14265635] [ 0.48297729 0.45810328 0.59716734 0.31391789 0.47913002 0.47726902 0.53451354 0.59359922 0.40946229 0.43892902] [ 0.62632801] [ 0.59992232 0.60261483 0.4876928 0.50941162 0.36689511 0.3551191 0.48800561 0.48568743 0.58119658 0.41362206] [ 0.37280305] [ 0.80712717 0.54564548 0.58735824 0.29330482 0.37964845 0.33063493 0.58039213 0.51097167 0.59225545 0.49368634] [-1.19166416] [ 0.39629024 0.31475392 0.63408797 0.30168863 0.39118237 0.35924711 0.45509749 0.67048774 0.37434088 0.21381513] [ 0.13741516] [ 0.18031681 0.48344898 0.60805219 0.55210015 0.42000425 0.620429 0.44988897 0.46050123 0.42727229 0.58271378] [ 0.17398675] [ 0.37614227 0.65205527 0.47806397 0.58172628 0.39236883 0.58037861 0.55101546 0.56378472 0.51718831 0.5726572 ] [ 0.10520242] [ 0.18784937 0.45364995 0.50419014 0.60759258 0.4125521 0.60622374 0.4764792 0.45148318 0.45790017 0.46824096] [ 0.19314352] [ 0.28378576 0.79372604 0.38047046 0.69897575 0.46955753 0.75224984 0.32424422 0.57328799 0.55709346 0.71569839] [-0.07893924] [ 0.31545547 0.76223079 0.38243217 0.57854529 0.3936433 0.76217317 0.53327522 0.59304302 0.44860902 0.55881419] [-0.63785207] [ 0.5295771 0.69117775 0.4374029 0.49325055 0.29939177 0.64161169 0.42135205 0.39525574 0.63252873 0.5959946 ] [ 0.5077975] [ 0.58565428 0.59145507 0.5008397 0.36888174 0.24638947 0.43481102 0.50855801 0.55658281 0.49808952 0.41668432] [-0.11324009] [ 0.6747779 0.6911604 0.46582425 0.34861492 0.34345046 0.40033857 0.48270951 0.46273534 0.57851537 0.44516636] [-0.27599399] [ 0.48089855 0.35371571 0.52931207 0.40035264 0.48709782 0.56781198 0.44110944 0.61080216 0.4498844 0.43182196] Progress: 64.3% ... Training loss: 0.308 ... Validation loss: 0.471[ 0.02245711] [ 0.39503338 0.47906043 0.5091145 0.37866693 0.52358031 0.68091514 0.47567808 0.65893694 0.39164072 0.43746967] [ 0.23755055] [ 0.81028702 0.53706107 0.55038991 0.41292198 0.27627433 0.31015853 0.4784252 0.44859065 0.54335665 0.43123984] [-0.30119445] [ 0.42193542 0.68875195 0.43243565 0.61823636 0.31885473 0.62317864 0.43213341 0.39935099 0.59104234 0.55345357] [ 0.08439975] [ 0.39483579 0.71676616 0.46437017 0.65953418 0.55574783 0.57314254 0.38241621 0.4216946 0.43001253 0.72157237] [ 0.16616241] [ 0.30051884 0.54367358 0.60650908 0.34816133 0.48042397 0.71482574 0.38344368 0.5087562 0.44729058 0.53281804] [ 0.95149661] [ 0.74456843 0.49231054 0.68221064 0.20252849 0.39700506 0.29286219 0.55179367 0.7167857 0.5747398 0.30217907] [-0.3495912] [ 0.36078108 0.42373233 0.52285115 0.53679174 0.47234478 0.54545953 0.48692579 0.3461691 0.44893698 0.39368946] [-0.52660055] [ 0.43017842 0.42161667 0.62925665 0.47956385 0.44646786 0.59229658 0.38655971 0.58528001 0.53834825 0.41409329] [ 0.06126938] [ 0.19396468 0.54981522 0.44138797 0.67748085 0.35131694 0.78647758 0.37699749 0.49120748 0.43772841 0.4839455 ] [ 2.16954827] [ 0.80970926 0.66556722 0.53339393 0.18172626 0.23540209 0.26733501 0.59128104 0.72319101 0.64716591 0.34181472] [ 1.6809464] [ 0.7438378 0.5217913 0.5983541 0.21453737 0.28300426 0.28251923 0.66802591 0.77041214 0.5854024 0.23014286] [-0.46893067] [ 0.3325939 0.32378588 0.57198565 0.55157349 0.35053172 0.58845843 0.37961629 0.54298778 0.42898361 0.35376131] [-0.19000412] [ 0.46671907 0.64913919 0.5025465 0.54202667 0.3864401 0.67014705 0.50643935 0.55462675 0.54726996 0.4732413 ] [-0.50828155] [ 0.79073735 0.61467376 0.62514375 0.33367035 0.50689677 0.48875644 0.61524058 0.5036876 0.56155966 0.57194505] [ 0.1410159] [ 0.1877582 0.66129449 0.4297381 0.65006828 0.45437106 0.53933076 0.34071637 0.34856295 0.41035218 0.61626989] [ 0.3053264] [ 0.19772017 0.54315363 0.52036389 0.43870836 0.52037557 0.76961909 0.37642398 0.47297181 0.534878 0.5865817 ] [-0.02004242] [ 0.67334487 0.41140055 0.67630249 0.43954826 0.41730022 0.3583017 0.4910537 0.58598657 0.51443105 0.28516536] [ 1.37226268] [ 0.44083216 0.65769828 0.45375592 0.54743811 0.33435743 0.34004549 0.51818339 0.71727047 0.70606219 0.27242214] [-0.68692585] [ 0.68438694 0.51159794 0.6179967 0.33897224 0.4991385 0.43350215 0.50454848 0.39883539 0.60462522 0.43025916] [-1.25643592] [ 0.6949412 0.33124016 0.69394186 0.16061607 0.4380534 0.40322848 0.53187852 0.67851024 0.50382722 0.28792854] [ 1.9242828] [ 0.63657441 0.46149302 0.616295 0.33521879 0.3566163 0.36755892 0.47740084 0.54641747 0.54964134 0.41525796] [-0.27175136] [ 0.41731678 0.43723052 0.58882091 0.29767237 0.48390558 0.63093792 0.42901129 0.33744538 0.36850398 0.49766175] [-0.74771697] [ 0.65443868 0.74381989 0.43275876 0.43953622 0.34568501 0.40188537 0.41598361 0.53426636 0.66900169 0.49693273] [-0.62781985] [ 0.60079695 0.54017207 0.56924762 0.35853152 0.47733785 0.54961017 0.43931256 0.65805112 0.61622171 0.59445452] [ 0.29514876] [ 0.24079667 0.40778693 0.56197698 0.42272203 0.45842305 0.57564044 0.48146024 0.39234485 0.3974915 0.62760064] [-0.59823953] [ 0.32202421 0.55799678 0.40317201 0.61950176 0.33284693 0.37387161 0.45941028 0.51285463 0.55727589 0.38428531] [-0.31295178] [ 0.36395381 0.61385436 0.4425861 0.49752546 0.48455326 0.66507339 0.42159277 0.53358546 0.43205958 0.58568697] [-0.55823381] [ 0.17445869 0.62951162 0.43653728 0.61547344 0.38522956 0.56933659 0.40494546 0.55580412 0.45385235 0.3789653 ] [-0.11277715] [ 0.21478619 0.63358538 0.43769443 0.64863939 0.39086203 0.60219085 0.38812561 0.39700906 0.45605326 0.52741934] [-0.48102762] [ 0.54005098 0.69891147 0.48144276 0.40482087 0.4211691 0.57470659 0.52561359 0.60817448 0.50527555 0.62340828] [ 0.43071608] [ 0.60697111 0.64152972 0.53400359 0.42997394 0.414146 0.59535919 0.56080816 0.60685905 0.54577456 0.50710859] [ 0.09864614] [ 0.34366931 0.35666091 0.66703797 0.28627833 0.59491777 0.74049491 0.40329667 0.3866949 0.35164803 0.62197296] [-0.75197459] [ 0.31267812 0.5204481 0.65480067 0.35793409 0.32190337 0.54215885 0.52032723 0.64322275 0.52938476 0.37463063] [-1.39782675] [ 0.44563184 0.65691739 0.60213146 0.32021976 0.50438194 0.40589797 0.51259221 0.61272439 0.61267611 0.41807835] [-0.16899194] [ 0.68117099 0.62969827 0.49122843 0.36243545 0.33825245 0.38221784 0.48107577 0.48388255 0.55496483 0.40430622] [-0.24963612] [ 0.45755755 0.54219561 0.53971534 0.56098726 0.35760065 0.56806532 0.49095034 0.56205983 0.43632078 0.346122 ] [-0.31368382] [ 0.55078303 0.64084282 0.47606051 0.50943539 0.39861108 0.5433726 0.38746959 0.52470217 0.50701045 0.44006525] [ 1.55510846] [ 0.7659633 0.47254877 0.54582046 0.22438109 0.27561587 0.22668415 0.62256926 0.57565924 0.63819958 0.25095733] [ 0.71728213] [ 0.48319298 0.43296406 0.62354447 0.37292307 0.49728794 0.54417131 0.47534397 0.50766174 0.35249708 0.51210201] [ 0.18585602] [ 0.29950292 0.34159151 0.69320535 0.36795214 0.51560979 0.66969651 0.44445442 0.41759731 0.47235974 0.43985948] [-0.69016994] [ 0.56089637 0.798209 0.46580337 0.49096856 0.39701552 0.56585585 0.50244529 0.51422785 0.62004241 0.67351512] [-0.23946106] [ 0.42798946 0.50339903 0.44609035 0.63110997 0.44293851 0.59600947 0.50345066 0.61562736 0.3898394 0.41454083] [ 0.05517286] [ 0.21020823 0.38420658 0.66661238 0.45186016 0.46301893 0.73221224 0.42592355 0.30794224 0.36200182 0.45718768] [-0.85731921] [ 0.73703965 0.7123647 0.46887576 0.45548364 0.25200738 0.42742849 0.46917246 0.54020551 0.72114509 0.51891585] [ 0.28175407] [ 0.1317144 0.15522573 0.71216727 0.36774608 0.62147781 0.64004041 0.37070473 0.20491698 0.28007603 0.34321889] [ 0.14458062] [ 0.25812216 0.69493408 0.41608616 0.6558664 0.45167308 0.74384084 0.38087338 0.58344859 0.5856945 0.66940041] [-0.28382464] [ 0.53581955 0.77662004 0.49002181 0.46559296 0.41402429 0.72741428 0.51885279 0.49376631 0.59442698 0.70200129] [ 0.16235271] [ 0.4399316 0.67018808 0.47837539 0.49011065 0.39896703 0.43737602 0.45819558 0.65559454 0.61429717 0.45118367] [-0.41471181] [ 0.32475225 0.17787589 0.77046855 0.25904899 0.53143483 0.6100998 0.40108719 0.49028088 0.2642648 0.34956819] [-0.00933324] [ 0.32501081 0.44068014 0.43650955 0.54869261 0.33813171 0.50965918 0.44042019 0.49766892 0.52372169 0.30371466] [ 0.68917396] [ 0.1674909 0.54335252 0.44374796 0.71333643 0.5152204 0.8180673 0.31822071 0.418016 0.38971525 0.59677644] [ 0.16514899] [ 0.31922616 0.64845415 0.41540853 0.51317939 0.46003778 0.80291391 0.47170047 0.42848519 0.56408591 0.68282149] [-0.33925664] [ 0.43530454 0.32040028 0.61183908 0.29462174 0.48899995 0.52995852 0.44558389 0.39570746 0.34768723 0.36541688] [-0.74464531] [ 0.54967693 0.45188543 0.67541526 0.19803493 0.41732456 0.41798418 0.49055184 0.59492864 0.53909571 0.39384204] [ 0.00068122] [ 0.26564831 0.4822012 0.50055813 0.45626996 0.4334928 0.70822701 0.32726628 0.41868519 0.32878754 0.49058468] [ 0.19751661] [ 0.30303251 0.73108565 0.2934505 0.69091466 0.43862014 0.71538828 0.37060785 0.47541606 0.4434921 0.64998366] [-0.76152907] [ 0.6758003 0.55066105 0.56030311 0.39074363 0.4207556 0.39377532 0.44057208 0.54229868 0.58375349 0.6192159 ] [-0.13934954] [ 0.57734555 0.44916968 0.56882926 0.18014692 0.36128909 0.41981789 0.48057736 0.69882301 0.49135704 0.281072 ] [-0.76245353] [ 0.59790637 0.66928011 0.40844653 0.49779242 0.35956545 0.56359959 0.38540962 0.42651836 0.51266341 0.60356631] [-0.07316484] [ 0.43934925 0.51579739 0.57992006 0.42155817 0.39474041 0.51943703 0.47403582 0.51388905 0.50885944 0.43191442] [ 0.87618412] [ 0.45432517 0.7074351 0.43127006 0.57733553 0.19402725 0.41373612 0.46313804 0.67376482 0.56545836 0.40504382] [-0.206318] [ 0.78028021 0.79468476 0.49873373 0.35527177 0.35984216 0.43688466 0.59788566 0.61157584 0.67137781 0.5767148 ] [ 0.05541574] [ 0.34534115 0.78405749 0.41777547 0.66988255 0.39712683 0.72776456 0.48009562 0.40312521 0.68748614 0.67517113] [-0.18633988] [ 0.69030064 0.61697495 0.52861265 0.40633126 0.25968203 0.37447058 0.52913709 0.54331069 0.56554023 0.40224242] [-0.03558023] [ 0.4597886 0.73949567 0.36703379 0.50754603 0.35933121 0.65290662 0.49279766 0.55717446 0.52504283 0.50036086] [ 0.56599359] [ 0.63035696 0.45416185 0.63174452 0.24629003 0.52790629 0.40485289 0.7025841 0.56225198 0.57594262 0.33350847] [-0.17833573] [ 0.358148 0.36442751 0.49673324 0.61055595 0.53108386 0.66701313 0.46765313 0.60240332 0.42373223 0.38069729] [ 0.40952554] [ 0.15183371 0.57020267 0.60138767 0.53674005 0.48795795 0.79512404 0.41943348 0.35182498 0.48834066 0.60383211] [ 0.32921155] [ 0.38569325 0.63341645 0.36945277 0.65461255 0.31984861 0.61114213 0.55353311 0.72404258 0.48347877 0.3829456 ] [ 0.28834083] [ 0.38549977 0.50751872 0.48515259 0.51017525 0.49225148 0.66868293 0.4859295 0.42286195 0.43054863 0.56074838] [ 1.08232439] [ 0.48966014 0.64272402 0.46152791 0.45004403 0.34290807 0.35320365 0.40771273 0.58719395 0.54995116 0.45829258] [-0.04236053] [ 0.79054867 0.57999623 0.55943227 0.28966608 0.21506512 0.23258051 0.53272797 0.5766503 0.64288106 0.28530874] [ 0.29779163] [ 0.39185133 0.7349083 0.41352582 0.59834167 0.49752342 0.64351162 0.43957157 0.64881137 0.50506568 0.59929413] [-0.172009] [ 0.44527031 0.81305167 0.43146524 0.69763441 0.35127962 0.68510907 0.42697653 0.50575666 0.57293916 0.74663946] [ 0.05880812] [ 0.24851291 0.72590568 0.40291825 0.6278008 0.31297948 0.74076993 0.44012005 0.59501867 0.52358134 0.57790417] [ 0.56412824] [ 0.18434467 0.43276269 0.65815947 0.46593238 0.51117255 0.74477911 0.34377826 0.30730132 0.31025873 0.65012559] [-0.25887545] [ 0.5691398 0.6056233 0.53964338 0.52278425 0.43923989 0.55869704 0.45278694 0.43178639 0.63449699 0.54093262] [-0.44241223] [ 0.44402145 0.72300453 0.4338216 0.61221272 0.39930886 0.50370917 0.51745796 0.65410913 0.50752833 0.4994373 ] [-1.64941504] [ 0.8370477 0.62847371 0.54924524 0.35881345 0.21335108 0.21465603 0.59383568 0.65445728 0.65603864 0.30070364] [ 0.38109622] [ 0.18513331 0.47711729 0.43656028 0.5269713 0.45224835 0.66312419 0.32332619 0.37268411 0.36317368 0.43130556] [ 0.28713476] [ 0.41268122 0.77398211 0.47508486 0.6472386 0.36879986 0.72198782 0.43915424 0.47818767 0.56544464 0.6704914 ] [-0.23781626] [ 0.64263637 0.6823605 0.51002874 0.28672166 0.43425948 0.50912256 0.53247373 0.63749577 0.5221525 0.53751314] [ 0.07042443] [ 0.58710319 0.5969518 0.6509767 0.31071943 0.46293606 0.56211513 0.60613758 0.57385674 0.49716903 0.52102215] [ 0.28733721] [ 0.38603394 0.39852284 0.66606407 0.31599962 0.52555237 0.56997724 0.39333582 0.48398401 0.39468295 0.53930425] [-0.22188608] [ 0.5194093 0.70197232 0.48297224 0.41441267 0.38523241 0.68523492 0.49001424 0.42343187 0.58736016 0.69751951] [ 0.06084561] [ 0.17760761 0.46039549 0.49822383 0.61305385 0.35233257 0.76644577 0.33146258 0.45160626 0.46049965 0.44738408] [ 0.46454122] [ 0.55952866 0.60782065 0.48947494 0.50219467 0.34015181 0.34358184 0.54023761 0.62701426 0.50711036 0.4360411 ] [-0.7008476] [ 0.29371206 0.39261145 0.59289474 0.38005206 0.32418444 0.57692508 0.44825161 0.62977122 0.51942845 0.31534141] [ 0.25621524] [ 0.22343003 0.38683886 0.68053714 0.36895186 0.43589591 0.56560928 0.36908842 0.43339933 0.37429916 0.39118068] [ 0.10073132] [ 0.50924678 0.67802079 0.46164108 0.51549264 0.33087311 0.61539753 0.42150496 0.36964881 0.55321974 0.63565485] [-0.43060026] [ 0.53130821 0.50807959 0.53620564 0.13920392 0.62239833 0.63643838 0.52734308 0.3618108 0.44858203 0.59248013] [-0.64712618] [ 0.72456033 0.61627147 0.53281357 0.42993253 0.3114268 0.51180922 0.47475756 0.49662705 0.64985055 0.58663683] [-0.18313904] [ 0.42106961 0.55653641 0.50683589 0.48203065 0.36789036 0.49184965 0.51746533 0.53393327 0.51971029 0.53298032] [-0.05138282] [ 0.35540309 0.52878017 0.52717344 0.48466485 0.34727597 0.53401745 0.50436312 0.50697728 0.42720741 0.53911671] [-0.61366765] [ 0.33327956 0.47315671 0.62814742 0.36813322 0.43655501 0.49927328 0.49255498 0.47237106 0.50939984 0.41622918] [-0.29916666] [ 0.2691377 0.60673267 0.378276 0.65754438 0.34118389 0.70711854 0.45799679 0.50866671 0.53799626 0.5246265 ] [-0.33321489] [ 0.30866931 0.48372229 0.55684616 0.4722859 0.46393634 0.38998233 0.54815904 0.46884198 0.46749472 0.61767055] [-0.37896604] [ 0.50768761 0.46347927 0.45045721 0.35595123 0.41966559 0.51443732 0.42055175 0.56382013 0.44607398 0.4051923 ] [-0.36712286] [ 0.64802106 0.5545098 0.47795215 0.4522878 0.45542383 0.48971112 0.54202611 0.50758011 0.55497058 0.56291267] [-0.21237015] [ 0.41680502 0.54861296 0.51032696 0.68507642 0.60692217 0.68529035 0.48051698 0.4760162 0.47896051 0.44743068] [ 0.14229847] [ 0.41258727 0.44585349 0.49547661 0.40853059 0.37493379 0.36995453 0.48528871 0.63024155 0.49153113 0.21076335] [-0.10155368] [ 0.41451715 0.44987089 0.56213383 0.39081324 0.48092469 0.55345626 0.56432686 0.540141 0.39658309 0.43637086] [-0.33198125] [ 0.51273167 0.4828545 0.55009262 0.55501141 0.48822517 0.56267436 0.45769852 0.48055719 0.46763016 0.41277499] [ 1.56417144] [ 0.63791167 0.58127988 0.53557969 0.33937519 0.2598425 0.41143531 0.46827685 0.78181179 0.6666541 0.34288937] [-0.40440221] [ 0.36395319 0.2879106 0.7301541 0.28235027 0.4085535 0.50259908 0.53279393 0.50697337 0.45540981 0.28039899] [ 0.44141042] [ 0.59035808 0.67305164 0.46652717 0.51909449 0.28755781 0.44118411 0.57899443 0.66163684 0.56733883 0.39530806] [-0.78219883] [ 0.49345194 0.54757345 0.50584807 0.47382946 0.34421417 0.46255394 0.41807824 0.46690275 0.42720222 0.56273078] [-0.23324999] [ 0.47606601 0.66659915 0.4771587 0.51141193 0.34435445 0.62519683 0.45464928 0.33220466 0.61152097 0.64478347] [-0.08698713] [ 0.70921158 0.61640667 0.47607997 0.31786175 0.33900935 0.29417046 0.48823895 0.53600873 0.62567527 0.38257614] [-0.86443743] [ 0.36600151 0.35997374 0.65358178 0.38546023 0.4150853 0.39305664 0.5326143 0.51935973 0.47900371 0.48061446] [-0.56977373] [ 0.73684415 0.57441385 0.49614423 0.42143326 0.23381145 0.42868056 0.48655099 0.48633514 0.52856692 0.41900055] [-0.19116185] [ 0.21303482 0.53450372 0.53876291 0.49409959 0.44047164 0.77719848 0.39530443 0.59971866 0.4623454 0.51455762] [ 1.45385599] [ 0.47848672 0.80293354 0.39044904 0.53278486 0.2030616 0.42296864 0.45356197 0.64605305 0.59410611 0.47061034] [-1.68322634] [ 0.56187197 0.54368777 0.49801587 0.4649925 0.28777317 0.25878441 0.45888794 0.60450946 0.59560526 0.25133395] [-0.46345727] [ 0.76742628 0.63051286 0.55211239 0.35080614 0.36875427 0.44026861 0.56106005 0.62610421 0.65319902 0.40161427] [-0.72492384] [ 0.39001304 0.68269346 0.42735549 0.58229253 0.38847988 0.58276713 0.48846996 0.58340335 0.65520397 0.46058476] [-0.57528259] [ 0.50737767 0.67240114 0.3514919 0.66313042 0.43355184 0.52660414 0.44874238 0.5943457 0.48039211 0.75490619] [-0.76035583] [ 0.53943644 0.69119748 0.44130968 0.48742587 0.29413966 0.62614224 0.42770537 0.40935521 0.63945279 0.58351813] [-0.0968703] [ 0.20813833 0.34526434 0.64055657 0.37235004 0.55158069 0.56844968 0.41971127 0.40605993 0.34392987 0.53252534] [ 0.58469953] [ 0.80847446 0.51849501 0.64385078 0.15283307 0.36285183 0.34467271 0.65650498 0.61091365 0.61926226 0.43173718] [-0.54072955] [ 0.42183905 0.70397356 0.35735564 0.60059203 0.37196196 0.5227713 0.31866853 0.51825244 0.53306538 0.57727361] [-0.34064701] [ 0.39129311 0.36976628 0.56361384 0.57197385 0.53113674 0.69783573 0.46738654 0.59636083 0.37657589 0.45935028] [-0.10983258] [ 0.48896964 0.72883963 0.49464125 0.50138149 0.33086952 0.67975242 0.50738347 0.48323086 0.58665062 0.65153521] [-1.50262754] [ 0.4285735 0.57998504 0.44084699 0.34441394 0.39614818 0.33708502 0.53969716 0.58401367 0.5494329 0.53905039] [-0.06800948] [ 0.31822433 0.71993687 0.43067203 0.53196926 0.43099864 0.65354081 0.40309202 0.35522147 0.61515531 0.64537733] [-0.17472362] [ 0.54287419 0.58676393 0.44411098 0.40598353 0.36836429 0.56481547 0.55789302 0.75698362 0.51098783 0.40111402] [ 1.12303159] [ 0.61545578 0.51737488 0.57430341 0.34547407 0.3377938 0.31921081 0.55125595 0.5241376 0.54905435 0.31225964] [ 0.48526431] [ 0.18649966 0.64985422 0.5391142 0.56179125 0.37478554 0.81224562 0.3483908 0.37296871 0.44738899 0.64935851] Progress: 64.6% ... Training loss: 0.306 ... Validation loss: 0.478[ 0.15664612] [ 0.32432863 0.66559648 0.46058356 0.64306944 0.37687857 0.68243376 0.41370909 0.34733829 0.55814408 0.62722727] [-1.26279673] [ 0.43950357 0.65688832 0.60076288 0.3218362 0.50747103 0.41397957 0.50988123 0.60655618 0.60971959 0.42348551] [-0.65334122] [ 0.60990927 0.44364311 0.60939136 0.29014571 0.4564877 0.633422 0.47805449 0.4214309 0.46883103 0.54705585] [-0.18135686] [ 0.60254894 0.33159162 0.66581881 0.27329361 0.4966067 0.30648387 0.4994929 0.42200901 0.44778148 0.37150868] [-1.23657559] [ 0.47015605 0.54103342 0.5222566 0.24668121 0.30719405 0.40222449 0.47734319 0.62353532 0.54412457 0.34487488] [-0.09912304] [ 0.45166067 0.62517146 0.41999141 0.50297455 0.38898736 0.61996781 0.36347934 0.53331316 0.51115635 0.62171551] [ 0.6705528] [ 0.37859655 0.77341322 0.3900889 0.65077474 0.24599805 0.53116482 0.47956445 0.70999128 0.59494343 0.44986386] [ 0.36531267] [ 0.43309607 0.5806099 0.56976759 0.50745692 0.3796861 0.52567342 0.40886054 0.59169869 0.63085293 0.47107064] [ 0.19941503] [ 0.2885706 0.74919433 0.37634163 0.4771714 0.38838004 0.70333024 0.36587774 0.51801987 0.5802761 0.64206771] [-0.29627233] [ 0.59379004 0.2944401 0.69273005 0.33097222 0.5059123 0.48653832 0.48108248 0.38241012 0.4708597 0.32651909] [-0.49628455] [ 0.46941738 0.60450999 0.42331452 0.57572986 0.30415686 0.60768199 0.3358735 0.54653177 0.51825552 0.52139776] [ 0.50455509] [ 0.21667337 0.75766978 0.37128599 0.63336215 0.40401109 0.73621214 0.33107428 0.51675504 0.4499811 0.63106553] [-0.25743053] [ 0.64133787 0.51127403 0.53456027 0.3499763 0.42268179 0.69162482 0.42536999 0.66292585 0.60267887 0.49439831] [ 0.57307212] [ 0.1682261 0.52171686 0.60148916 0.41473982 0.5852767 0.75277811 0.41643082 0.25115696 0.47341763 0.60813329] [-0.13953442] [ 0.2916222 0.5214286 0.49567704 0.33323569 0.45139248 0.5648055 0.3794349 0.55331038 0.38780849 0.45498605] [ 0.0480675] [ 0.52997488 0.28606962 0.62737035 0.21861941 0.52373503 0.4333091 0.53442231 0.63671591 0.50809775 0.24229263] [-1.28284472] [ 0.34331313 0.44464956 0.62523873 0.34148929 0.41867341 0.36691934 0.47696069 0.4789563 0.50651348 0.25358865] [ 0.15831456] [ 0.39620046 0.22322384 0.75382163 0.28607833 0.55692672 0.48916922 0.42585239 0.41639007 0.40640868 0.36193302] [ 0.47179763] [ 0.55785062 0.68084469 0.55841904 0.55051142 0.37658246 0.55422506 0.54281552 0.50710364 0.58476727 0.55822513] [ 0.62227089] [ 0.30422501 0.59507324 0.47112555 0.42733462 0.45281916 0.5178686 0.50245171 0.57371643 0.45895285 0.45407999] [ 0.26630741] [ 0.48023739 0.6110076 0.46560537 0.45763115 0.31930134 0.49703131 0.49333007 0.55523439 0.64324227 0.52466784] [ 0.6376645] [ 0.45429647 0.56155446 0.46660753 0.5151539 0.44595898 0.54311784 0.44207486 0.48807342 0.46509057 0.49243399] [ 0.13478531] [ 0.27147511 0.35556884 0.54954194 0.34496709 0.47894869 0.73373432 0.39578398 0.39784979 0.31141906 0.45243631] [ 0.98520583] [ 0.7378218 0.5238999 0.62561237 0.36515788 0.45621154 0.33335043 0.47974722 0.51171457 0.57193904 0.33706222] [-0.13761282] [ 0.46058481 0.38974124 0.64214237 0.34329117 0.55512815 0.5052845 0.40835563 0.492707 0.38864977 0.6389269 ] [ 0.01335552] [ 0.49358694 0.61558655 0.4819482 0.57352278 0.32267902 0.67626186 0.38106686 0.34342461 0.45343538 0.63884371] [-0.17043134] [ 0.52159896 0.80411711 0.41853457 0.56411771 0.33759294 0.50756569 0.50773912 0.63978244 0.55586069 0.65213457] [-0.09380163] [ 0.54900646 0.60475469 0.50581743 0.42508548 0.3386361 0.38814427 0.48677936 0.55542002 0.59937168 0.44860312] [-0.10242409] [ 0.42711872 0.31022937 0.57625347 0.17871712 0.42400905 0.35793666 0.53309219 0.61560087 0.45229396 0.20971928] [ 0.04251272] [ 0.35513653 0.81438244 0.36346585 0.61758728 0.33322815 0.48012473 0.39144294 0.67632304 0.67497897 0.51485745] [ 0.14414368] [ 0.61016257 0.70195868 0.55595818 0.36524033 0.46103714 0.43897551 0.51023544 0.63699998 0.59183545 0.50659662] [-0.18738736] [ 0.64216632 0.70173392 0.46295994 0.39633237 0.38611768 0.55232059 0.53501766 0.5347837 0.57508839 0.49783718] [-0.93070796] [ 0.46543822 0.38003368 0.65064889 0.37745876 0.39434825 0.48839155 0.47184158 0.43927489 0.33730076 0.39365198] [-0.56226806] [ 0.41928924 0.7242518 0.38321503 0.67120905 0.46186401 0.52177065 0.45117998 0.46480079 0.55146416 0.5231884 ] [ 0.29523363] [ 0.41218679 0.72977924 0.43345414 0.67211294 0.28229922 0.59639833 0.39401761 0.43312211 0.52605241 0.66982362] [-0.03424469] [ 0.41844861 0.73635677 0.43899715 0.65287364 0.32082393 0.67397832 0.41402087 0.33193661 0.60261569 0.6418794 ] [ 0.41577476] [ 0.40471428 0.74756121 0.34060083 0.70261091 0.28582262 0.56036215 0.44864683 0.43617852 0.57975461 0.54943013] [-0.05795852] [ 0.38996067 0.73573013 0.3399764 0.65280244 0.33022936 0.48812592 0.35924248 0.50886358 0.61958686 0.5076528 ] [-0.17513839] [ 0.4722499 0.53633151 0.5420709 0.39066633 0.39706145 0.55052493 0.56719612 0.42991823 0.55055168 0.45410504] [ 0.03496611] [ 0.33442797 0.70936737 0.48076424 0.52002305 0.54122578 0.68120691 0.4104983 0.4064732 0.57550435 0.61485534] [ 1.68906054] [ 0.54399394 0.5951604 0.58799412 0.45156755 0.37475353 0.56555104 0.48947424 0.65294057 0.49696151 0.42635549] [-0.68962853] [ 0.69412799 0.43669128 0.61855183 0.38369652 0.52463194 0.42642669 0.4922521 0.48195791 0.59358385 0.34039372] [ 0.88277543] [ 0.5942049 0.5853232 0.41887383 0.60698751 0.25438312 0.33593637 0.46285089 0.59804964 0.59602942 0.59110534] [-0.88552677] [ 0.50350519 0.37662873 0.70483629 0.3558899 0.31025882 0.38177183 0.52663647 0.64510072 0.49119525 0.24412459] [ 0.04924701] [ 0.29529739 0.79937602 0.33272138 0.74232688 0.24895422 0.67655706 0.35951022 0.49171031 0.59678882 0.63161141] [ 0.09727033] [ 0.32598175 0.716138 0.32062814 0.38201898 0.35914791 0.66632976 0.37371431 0.51829783 0.48340737 0.50502891] [-0.18699053] [ 0.56274026 0.5531945 0.62958439 0.34260671 0.51219857 0.70737316 0.56578606 0.4484223 0.48282827 0.63206336] [ 2.39040734] [ 0.51750635 0.66570724 0.52708863 0.45676033 0.35999151 0.51122671 0.41307631 0.62117586 0.71548902 0.52944796] [-0.03298082] [ 0.54607353 0.49165251 0.54758082 0.33659106 0.39464176 0.3706146 0.46146271 0.5728704 0.47919823 0.43091034] [ 0.23222616] [ 0.39271551 0.78931038 0.34919847 0.68634122 0.53177479 0.66216554 0.5003808 0.43616607 0.45418087 0.74437556] [ 0.09036648] [ 0.35399659 0.69767444 0.50224087 0.5060041 0.35668253 0.67095098 0.41181546 0.55094151 0.56007151 0.55945931] [ 0.45148601] [ 0.6426605 0.51573353 0.54160292 0.54002144 0.44833149 0.40393106 0.53847071 0.5605708 0.55033892 0.38289328] [-0.39881197] [ 0.30178224 0.51621891 0.42968783 0.64739401 0.44108799 0.59007078 0.40088945 0.55829758 0.49674332 0.3324225 ] [ 0.83207493] [ 0.28355478 0.41279851 0.53793492 0.47748288 0.4306947 0.50638105 0.40368905 0.4092434 0.53619461 0.3341502 ] [ 0.04441949] [ 0.37583031 0.62618401 0.33986973 0.68430841 0.32775882 0.55724498 0.30420064 0.35831544 0.50735695 0.51310038] [-0.14867645] [ 0.35578808 0.44961608 0.56050686 0.35242433 0.48964665 0.56132061 0.46096047 0.37511832 0.41286966 0.45268067] [-0.20679627] [ 0.62655419 0.69698919 0.46626334 0.31643424 0.3704942 0.37082434 0.46844376 0.56560106 0.56578842 0.52223461] [-0.09593445] [ 0.50173432 0.43231801 0.5828443 0.40768464 0.49283977 0.41537046 0.47641839 0.5775284 0.35752817 0.50391222] [ 0.22561616] [ 0.47062637 0.61626651 0.43702462 0.58634037 0.33491381 0.56192673 0.4020736 0.41632809 0.53468537 0.59635301] [ 0.1172277] [ 0.19838729 0.63465483 0.4112206 0.47527662 0.38241978 0.71692393 0.35332348 0.49190001 0.47130448 0.52214154] [-0.45769561] [ 0.79480052 0.47294962 0.57755067 0.22533383 0.439409 0.39241666 0.5088523 0.50592756 0.53787075 0.45945404] [ 0.08198325] [ 0.23996089 0.74567871 0.36678437 0.59985942 0.40565637 0.74443291 0.39772156 0.59485386 0.47890876 0.63755444] [ 0.91430305] [ 0.51518233 0.37724424 0.63191043 0.24015841 0.50711698 0.61488051 0.46518865 0.54453641 0.40591883 0.43709922] [-0.20129103] [ 0.75727857 0.565727 0.53805989 0.33624695 0.35071663 0.35586886 0.52611267 0.40498839 0.60731413 0.46124136] [ 0.22978582] [ 0.40352889 0.64356224 0.42105081 0.5059644 0.33066389 0.45846418 0.4651995 0.56304948 0.5528768 0.46351681] [-0.11676017] [ 0.25285821 0.50640896 0.58927994 0.50822737 0.348896 0.61414378 0.48414283 0.49417793 0.48630539 0.44340724] [ 0.31978314] [ 0.21849986 0.68692149 0.37044093 0.57471013 0.51508783 0.65872133 0.42574658 0.34903536 0.39670726 0.56698589] [ 0.13223641] [ 0.24579127 0.58529305 0.47729794 0.59758184 0.42815755 0.60710198 0.39550495 0.52956658 0.53263507 0.46636288] [ 0.48254612] [ 0.65222163 0.68905274 0.47377906 0.33361233 0.33602756 0.30478727 0.52276606 0.47564194 0.64219632 0.3775487 ] [ 2.10054527] [ 0.6133816 0.70358128 0.51696335 0.42397825 0.36593546 0.49692602 0.4835552 0.56045027 0.65205973 0.51531177] [ 0.09585626] [ 0.31380725 0.39507369 0.52104604 0.33588382 0.53312016 0.66635054 0.38297131 0.36066609 0.38836159 0.49959042] [-0.68125576] [ 0.66217381 0.75867339 0.53628714 0.37678274 0.46270455 0.48197212 0.56546772 0.58299656 0.58035025 0.70582768] [ 0.50445646] [ 0.16754001 0.55550014 0.49910555 0.6148031 0.38836232 0.74477711 0.34565918 0.46676697 0.36950751 0.51381674] [-0.17233613] [ 0.47992667 0.37549909 0.65948952 0.25758118 0.56507627 0.60631646 0.52968186 0.38346738 0.40262974 0.55783954] [-0.23304617] [ 0.59597459 0.45250672 0.57497895 0.39956132 0.39259244 0.64261496 0.48433336 0.6225001 0.47430373 0.43206721] [-0.0982851] [ 0.46687393 0.61887656 0.46842342 0.54499105 0.32704591 0.72121823 0.40395669 0.38322011 0.57302414 0.65334937] [ 0.85508024] [ 0.77040434 0.54233665 0.6730839 0.31757761 0.41693466 0.34404726 0.64015369 0.68216865 0.524491 0.47229495] [ 0.11241298] [ 0.25293095 0.60380267 0.52493439 0.48830293 0.38941864 0.60516767 0.42703254 0.54749296 0.50531496 0.55613524] [-0.13379349] [ 0.26002094 0.31637365 0.6562387 0.46345983 0.52596498 0.53007817 0.45379716 0.39334233 0.30930098 0.58380166] [ 0.72144069] [ 0.35511081 0.61386555 0.51707954 0.55738362 0.49149128 0.46683693 0.35409113 0.52081941 0.61155289 0.40616668] [ 0.05140317] [ 0.28488263 0.41844377 0.62936637 0.46479264 0.59717955 0.69331364 0.42142542 0.37483329 0.46344551 0.49325746] [-0.45509] [ 0.62676365 0.6164035 0.51913236 0.50826987 0.45956591 0.52734723 0.4522246 0.57522476 0.53745127 0.51900202] [-0.19418055] [ 0.48532256 0.44777717 0.526622 0.45524268 0.36584967 0.51009803 0.45251316 0.51604581 0.52571976 0.48930868] [-0.65950998] [ 0.43132427 0.65079032 0.410863 0.57230805 0.37854852 0.58505499 0.50005962 0.53722248 0.62013029 0.40707885] [-0.04743585] [ 0.4459598 0.40736185 0.50547065 0.35303794 0.50555023 0.5319484 0.48192346 0.33898105 0.43454782 0.34867311] [ 0.29633031] [ 0.31301137 0.5333959 0.52853674 0.547915 0.60257104 0.69809778 0.38419856 0.48363909 0.36359928 0.66421452] [ 0.66398206] [ 0.18950358 0.21540818 0.76612594 0.41130617 0.54102137 0.78209114 0.32661607 0.24088526 0.21697261 0.49398765] [-0.63105755] [ 0.67065431 0.67704122 0.55020975 0.42064213 0.32770341 0.38966413 0.61646845 0.64556357 0.64271983 0.38265816] [ 0.55153172] [ 0.49275696 0.49834064 0.60534917 0.33259062 0.44337473 0.58307608 0.48116144 0.47649229 0.46378983 0.43260223] [-0.65298908] [ 0.41451791 0.53043945 0.45175472 0.35069413 0.40160756 0.57435085 0.49336418 0.77536212 0.5460756 0.34210742] [ 0.54049752] [ 0.33189463 0.67732374 0.41178122 0.5815644 0.3072205 0.52222894 0.40992963 0.63449791 0.60204026 0.43064834] [-1.0344099] [ 0.76728986 0.42004588 0.66347838 0.30943585 0.34662371 0.29807062 0.6029031 0.66832909 0.4600352 0.26399935] [ 0.55339289] [ 0.30456059 0.63105518 0.41601335 0.66057064 0.52814002 0.71125155 0.42978995 0.58942844 0.47855528 0.58097195] [-0.00978923] [ 0.4592705 0.5667841 0.49827161 0.58686406 0.3289733 0.45333373 0.410396 0.47289105 0.51128195 0.4971065 ] [-0.0045858] [ 0.31366107 0.54175195 0.43835278 0.61304515 0.46399882 0.62730923 0.48936299 0.63524993 0.38207315 0.41745747] [-0.08406861] [ 0.27910416 0.6149958 0.39466354 0.56618612 0.39891835 0.72151251 0.49714423 0.58894336 0.40857455 0.51424397] [ 1.44936612] [ 0.65988506 0.42216579 0.60354747 0.43116475 0.31268164 0.37130075 0.46204257 0.57988764 0.54544772 0.39308174] [ 0.10189085] [ 0.77441198 0.66387275 0.49591102 0.33500475 0.21908889 0.3457895 0.55688079 0.62407236 0.66535957 0.43004462] [ 0.34206506] [ 0.23148228 0.46672623 0.66337187 0.45580709 0.42806905 0.78533132 0.42731553 0.40458911 0.37404785 0.54887744] [ 0.45088081] [ 0.64034109 0.59449368 0.51560202 0.47129694 0.23704979 0.34084413 0.47489575 0.47008808 0.61959237 0.34621008] [ 0.47353485] [ 0.27815387 0.48500191 0.55369586 0.66121852 0.69328029 0.77878078 0.45152617 0.40886832 0.39432514 0.53735703] [ 0.48963214] [ 0.66612479 0.71189099 0.42788185 0.48787515 0.24751821 0.38623604 0.54345831 0.57718316 0.68107715 0.42960932] [-0.23622208] [ 0.48121263 0.68805863 0.37872092 0.66895955 0.41229924 0.60470254 0.40693667 0.40234027 0.59067936 0.52159431] [-0.32083888] [ 0.68208714 0.64776135 0.48638142 0.37902413 0.35144786 0.38717454 0.51829915 0.60609761 0.5902544 0.45617808] [-1.18111744] [ 0.38663456 0.53308851 0.46007412 0.45950492 0.33578928 0.33374534 0.52829312 0.56619859 0.55844391 0.31123113] [-0.71201543] [ 0.36389334 0.51104028 0.53579112 0.5379059 0.4306924 0.59828638 0.49142092 0.51909477 0.45421555 0.40696297] [-0.03300718] [ 0.40179307 0.71489443 0.48026892 0.57001902 0.40253828 0.63864743 0.4912965 0.49828459 0.51667334 0.49749792] [-0.16514158] [ 0.39045266 0.54131906 0.52179428 0.34277095 0.40649259 0.5746638 0.41756721 0.58125717 0.56793129 0.45093112] [-0.24178056] [ 0.53047759 0.56260953 0.57490319 0.55325537 0.41115777 0.46984705 0.54564789 0.62465155 0.55422345 0.43358945] [ 1.28743642] [ 0.77966165 0.64432611 0.57939613 0.44592709 0.30858913 0.35688698 0.52387612 0.80084623 0.62809051 0.32321174] [ 0.12708703] [ 0.3689331 0.65207637 0.49729704 0.62233239 0.45292116 0.72116914 0.48643604 0.37309005 0.60638633 0.63399496] [-1.11650598] [ 0.34281407 0.64974426 0.47516277 0.53073346 0.30795935 0.4569206 0.50411675 0.66153677 0.55972124 0.31027168] [-0.11991108] [ 0.43111847 0.33637716 0.60952611 0.57117183 0.47918781 0.50937891 0.51909184 0.51952143 0.45784168 0.30560259] [-0.38014664] [ 0.42379747 0.25599983 0.75640417 0.34699777 0.50854892 0.58162735 0.43803958 0.41892559 0.46174277 0.35291211] [-0.4955942] [ 0.26013635 0.43710063 0.46934548 0.66709898 0.4325936 0.58924937 0.49498249 0.53982831 0.35348913 0.37737927] [-0.12828954] [ 0.26805162 0.5712422 0.4279699 0.582501 0.39403439 0.75508105 0.45792079 0.51829726 0.51124693 0.52454971] [-1.25834593] [ 0.6547346 0.70829838 0.48570858 0.49332501 0.26985787 0.4440704 0.49112124 0.50411304 0.58166569 0.5287202 ] [ 1.78730481] [ 0.67435876 0.51282071 0.53567121 0.42918933 0.2961393 0.31698536 0.48108636 0.56651416 0.48489341 0.42360603] [ 0.3823815] [ 0.28802298 0.6252452 0.49174412 0.2987034 0.44841981 0.52966723 0.3680884 0.48297382 0.43513588 0.46944699] [ 0.37774668] [ 0.611181 0.50405954 0.48335073 0.62161553 0.36618189 0.48562536 0.59747857 0.73677244 0.46917178 0.31887977] [-0.41934024] [ 0.74898845 0.6247988 0.48653452 0.41503846 0.36753956 0.31692619 0.48049649 0.51717809 0.58655288 0.45582807] [ 1.38372191] [ 0.82913143 0.48286678 0.62390427 0.22323963 0.4076301 0.22013342 0.68128064 0.65543254 0.60483223 0.3247163 ] [ 0.01243549] [ 0.36465285 0.56352679 0.45436188 0.55414048 0.53522835 0.63295831 0.37570647 0.47962837 0.3980498 0.65731864] [-0.54003742] [ 0.46737167 0.62256079 0.46677194 0.57157738 0.37782695 0.54170265 0.36284997 0.39042867 0.49156873 0.49774744] [ 0.51508009] [ 0.18577794 0.34580236 0.65537512 0.52784723 0.45042615 0.77600601 0.35624849 0.36963252 0.35076642 0.53089123] [ 0.36717174] [ 0.16783622 0.49943593 0.51269921 0.59960492 0.45038647 0.67230909 0.34492128 0.42705111 0.43183424 0.55559592] [-0.04824402] [ 0.78226088 0.49413144 0.58212481 0.29401661 0.42910362 0.54089246 0.54275255 0.57811276 0.53751672 0.44525684] [-0.04823036] [ 0.3181699 0.79070912 0.30828074 0.70714152 0.3327426 0.68636575 0.36013946 0.623502 0.53160886 0.6332345 ] Progress: 64.9% ... Training loss: 0.309 ... Validation loss: 0.474[-0.49011486] [ 0.38462761 0.68347499 0.48660882 0.52134297 0.36719673 0.58905294 0.41355254 0.46983846 0.50950982 0.58002607] [ 0.62639325] [ 0.82699231 0.57880074 0.63280474 0.29658082 0.44019959 0.36561533 0.61925528 0.5657068 0.56763365 0.47626602] [ 0.37744393] [ 0.73074213 0.23095583 0.7710962 0.16581232 0.35776412 0.40356162 0.56888859 0.65058123 0.45396203 0.2277783 ] [-0.19142882] [ 0.59487462 0.59671998 0.56899113 0.37857255 0.40322139 0.54667055 0.58899178 0.61497479 0.4690317 0.51129159] [ 0.09065386] [ 0.32608763 0.7088061 0.40630794 0.50310567 0.32504922 0.59170444 0.43788237 0.52261106 0.53984115 0.62337783] [ 0.06848616] [ 0.35449707 0.61576685 0.48768737 0.59868931 0.37568787 0.56155855 0.37329671 0.48333563 0.43890351 0.62637114] [ 0.63703063] [ 0.47961091 0.68114301 0.39142895 0.53581869 0.25768397 0.52300401 0.48656378 0.56556365 0.53221338 0.40728685] [-0.2989533] [ 0.32955813 0.59096229 0.42135438 0.49553566 0.40703727 0.499536 0.42318533 0.37214991 0.59647867 0.48081458] [ 0.44053894] [ 0.16857317 0.40677711 0.56054998 0.37794097 0.50745103 0.70806394 0.33178058 0.31375966 0.36765192 0.46599373] [-0.25533155] [ 0.43160399 0.44095475 0.56246698 0.38744016 0.44756706 0.48503343 0.50980597 0.45432569 0.49814038 0.38045501] [-0.2956531] [ 0.30086571 0.36651416 0.60800162 0.29711524 0.61046503 0.49074717 0.47877411 0.28714504 0.46514603 0.36348647] [-0.13315477] [ 0.33520273 0.63544982 0.37407139 0.56804544 0.48636595 0.50446897 0.40307143 0.31580502 0.44656552 0.59569077] [ 0.24238207] [ 0.39549664 0.65608217 0.54385828 0.42000155 0.40133733 0.53840217 0.41757208 0.42087068 0.52206211 0.58281805] [ 0.13308948] [ 0.48310932 0.37569273 0.60643251 0.27107026 0.53256689 0.5159196 0.45000208 0.55606261 0.50349883 0.37499465] [ 0.01802431] [ 0.44509425 0.28171543 0.68623431 0.21344267 0.386892 0.39567743 0.5458259 0.55659558 0.47322756 0.21797668] [ 0.14006063] [ 0.67772746 0.51234732 0.49515936 0.32808907 0.29897129 0.39220476 0.54986709 0.41488822 0.53922123 0.36881412] [ 0.67162061] [ 0.45937691 0.30952519 0.71001889 0.36554814 0.39255638 0.57177139 0.41328362 0.39912555 0.46233153 0.33100663] [ 0.96603434] [ 0.63010904 0.54455964 0.57330552 0.51480763 0.37389446 0.5686213 0.47358462 0.57491795 0.56693171 0.53415898] [ 0.55006663] [ 0.69934115 0.60302956 0.58484991 0.28032327 0.43596344 0.45844799 0.55141261 0.57412395 0.6138668 0.40716001] [ 0.07552925] [ 0.73078309 0.60137904 0.59253313 0.29945098 0.43525914 0.46346642 0.71676 0.72031644 0.5567574 0.39987135] [-0.35047223] [ 0.42515516 0.19518699 0.757626 0.405866 0.40295261 0.58222377 0.4440906 0.53865286 0.44729203 0.32269766] [ 0.09808263] [ 0.24196716 0.47193786 0.52295366 0.42298451 0.52336667 0.7286182 0.40447318 0.41124616 0.38601477 0.49251552] [ 0.31561307] [ 0.5376887 0.53280439 0.60443026 0.33658339 0.23705325 0.41338011 0.52302375 0.68669443 0.61492945 0.28618643] [ 0.39627002] [ 0.14953034 0.53738556 0.54030467 0.6018047 0.42448044 0.69064023 0.31295951 0.35398297 0.52695169 0.46098198] [-0.03589678] [ 0.37301771 0.42371679 0.52738289 0.55928375 0.37891659 0.52543275 0.57424078 0.64839864 0.49071025 0.51846095] [-0.34485664] [ 0.52116029 0.51479758 0.56978022 0.59147441 0.52958618 0.55292583 0.43600884 0.53395246 0.61689782 0.46668199] [-0.28775505] [ 0.40424293 0.65523032 0.4458162 0.59969114 0.28972608 0.67421764 0.44518056 0.38938188 0.62208981 0.63307984] [-0.24322668] [ 0.31708728 0.7241844 0.47606082 0.71389147 0.37055632 0.52671411 0.42063771 0.63945212 0.57806636 0.64799302] [-0.59592273] [ 0.71340476 0.31931701 0.64062173 0.41809383 0.54130454 0.58295773 0.46648352 0.54267631 0.48590638 0.41615779] [ 0.09470556] [ 0.25388989 0.59342629 0.36040028 0.61806564 0.44696569 0.84994738 0.34110288 0.65361698 0.47084824 0.57364908] [-0.42114168] [ 0.4368203 0.37173337 0.68196981 0.39261302 0.37967428 0.52211277 0.5455565 0.49105191 0.47714849 0.36760091] [ 0.24302564] [ 0.57516819 0.54732068 0.58311423 0.61677923 0.45464311 0.43095445 0.48364642 0.55931441 0.55182194 0.37719558] [-0.81801155] [ 0.33974038 0.43146738 0.60198858 0.38355184 0.48027138 0.60893204 0.40982036 0.62888918 0.41812165 0.41409789] [ 1.49205238] [ 0.53469857 0.54950045 0.55229266 0.37311925 0.31888652 0.35792752 0.43906358 0.5273689 0.45062363 0.42004779] [ 0.07714932] [ 0.26089148 0.46812117 0.53012121 0.53758064 0.51590188 0.83088023 0.36709755 0.57971965 0.47125846 0.55664189] [-0.09087086] [ 0.38575366 0.72342887 0.43741279 0.59678868 0.45139101 0.65178627 0.43791227 0.39191068 0.59904429 0.62477075] [ 0.12660912] [ 0.18472657 0.29682436 0.57334057 0.5433184 0.60944474 0.55450674 0.47447824 0.31774668 0.3739763 0.58194716] [ 1.65772815] [ 0.77182556 0.61636977 0.53188708 0.34825422 0.28319523 0.18265448 0.53988938 0.70461975 0.59327325 0.36852018] [-0.54740205] [ 0.7043778 0.61327288 0.49894005 0.32706198 0.34063693 0.31740819 0.47416842 0.51058791 0.50685707 0.50093355] [ 0.30550169] [ 0.30037111 0.67820065 0.43265405 0.61281015 0.55073583 0.68128222 0.44232465 0.34458542 0.3943575 0.64662302] [-0.53437228] [ 0.49000898 0.40403003 0.65933358 0.20795485 0.54143769 0.54630967 0.47709054 0.40953043 0.45758443 0.45336323] [ 1.31646758] [ 0.50150071 0.43209279 0.45473203 0.54060566 0.30272504 0.30581356 0.42900358 0.42545359 0.57748795 0.26912549] [-0.64735805] [ 0.35851576 0.67336884 0.34640136 0.53610556 0.42239569 0.44396081 0.43430543 0.37199452 0.50834186 0.51347934] [ 0.14429943] [ 0.50593458 0.43339257 0.5951823 0.35826348 0.36531912 0.47507328 0.58545613 0.64992727 0.47782126 0.33762023] [ 0.07050945] [ 0.31553422 0.56999628 0.49222291 0.4989297 0.45477314 0.70143488 0.37549596 0.52288355 0.50061784 0.64399922] [-0.08789127] [ 0.58947267 0.51126294 0.45954162 0.43895556 0.48662781 0.48520883 0.45430025 0.48695486 0.47937049 0.5606369 ] [-0.2734983] [ 0.31686061 0.26495916 0.6886608 0.29888591 0.53052586 0.60449756 0.49484251 0.38893274 0.3636672 0.44720443] [-0.18211309] [ 0.37140848 0.45346453 0.54479946 0.30287452 0.43966454 0.60352448 0.38922174 0.41352108 0.4667074 0.45958634] [-0.4597533] [ 0.31552698 0.60027707 0.45907177 0.61658865 0.38266785 0.60553099 0.43920916 0.5236155 0.51737939 0.4165441 ] [-0.39342599] [ 0.44583241 0.66669987 0.38343492 0.66012753 0.46393586 0.65661193 0.39821202 0.66159034 0.5201732 0.5011824 ] [-0.17177591] [ 0.22874015 0.38432288 0.58719993 0.3871637 0.54080015 0.61559485 0.52016259 0.45971014 0.45812969 0.51242298] [-0.24354032] [ 0.73544431 0.53103753 0.65939835 0.32271894 0.50619288 0.38580667 0.60706911 0.55919375 0.55003082 0.42600041] [-0.42988173] [ 0.59142824 0.31221338 0.62489502 0.39438845 0.52839416 0.56938572 0.44299781 0.58304434 0.42330317 0.42568751] [-0.66684236] [ 0.5139729 0.83441786 0.32948981 0.53792874 0.33700587 0.61719997 0.41904414 0.52106063 0.66646718 0.69005345] [-0.22119592] [ 0.14493438 0.55853941 0.4679455 0.62637419 0.35541494 0.52294059 0.34862104 0.53084392 0.49035628 0.46572807] [ 0.09218123] [ 0.57617546 0.78668387 0.45457615 0.54411983 0.35091506 0.37739068 0.43825184 0.61443496 0.7427035 0.3986855 ] [-0.50025623] [ 0.31423578 0.70669892 0.45513475 0.58858697 0.31517026 0.57817178 0.41187571 0.42200647 0.55024456 0.51635475] [-0.26605851] [ 0.36902024 0.6111644 0.47738434 0.38369916 0.27947043 0.42493572 0.47353748 0.73328056 0.54806006 0.29479971] [-0.84956931] [ 0.6884158 0.55582828 0.53268962 0.46492128 0.29829221 0.35080737 0.56978939 0.46119103 0.57054573 0.43391054] [-0.60902505] [ 0.82895021 0.61167481 0.59488913 0.35839815 0.44745847 0.37531707 0.53712544 0.61406154 0.56121847 0.48888093] [-0.22087218] [ 0.53315831 0.57046376 0.61190387 0.49268081 0.53290899 0.57992485 0.42761309 0.5470403 0.55720668 0.5206312 ] [ 0.86715986] [ 0.54996179 0.61714599 0.57746759 0.39109136 0.4457634 0.58830486 0.47853805 0.51078453 0.57074665 0.58424233] [ 0.3833082] [ 0.1954907 0.602104 0.51299984 0.41025442 0.51425904 0.70356081 0.39065626 0.38021069 0.44753663 0.63553948] [-0.62566912] [ 0.39981091 0.65823368 0.50771182 0.54544903 0.30123844 0.59219741 0.45186777 0.49927159 0.4729153 0.55676007] [-0.17012847] [ 0.53337448 0.60609155 0.57098938 0.4619756 0.29519983 0.35804496 0.44195908 0.49905868 0.58342645 0.39576722] [-0.31671569] [ 0.60322766 0.66721806 0.47374665 0.41850191 0.22657093 0.35046823 0.5594579 0.78177711 0.63263328 0.32052652] [-0.14330004] [ 0.56793404 0.63137136 0.5271019 0.59852434 0.37514182 0.51994523 0.48716396 0.67474599 0.57735569 0.46010108] [-0.0851243] [ 0.19866991 0.42656931 0.59271018 0.41741301 0.49952582 0.5868571 0.34752012 0.34106942 0.3826315 0.44679553] [-0.22815088] [ 0.396075 0.69760505 0.42287683 0.62616701 0.2644944 0.70725029 0.34751541 0.51225011 0.46950922 0.63865694] [ 0.51397357] [ 0.57596061 0.51975531 0.45606761 0.37578061 0.4037341 0.50842904 0.53083917 0.73803002 0.64565649 0.31228739] [ 0.56586115] [ 0.63847832 0.67433814 0.52386344 0.48996981 0.29214645 0.49560056 0.54853999 0.70563024 0.67035272 0.39172086] [ 0.13298106] [ 0.28727527 0.53854568 0.5768017 0.52276605 0.4734218 0.58166645 0.46751639 0.39077177 0.49504526 0.49743204] [-1.06535138] [ 0.53813398 0.39800131 0.67842098 0.32092673 0.35732475 0.30787182 0.53625325 0.62664351 0.48756113 0.24832799] [-0.30543338] [ 0.1990045 0.47032538 0.66971498 0.44126902 0.39866581 0.66587394 0.37906205 0.42594364 0.37874 0.44968008] [-0.61918488] [ 0.37075174 0.48573307 0.62157243 0.41471717 0.4174894 0.45214313 0.46335552 0.39234653 0.47399965 0.39552289] [-0.19150076] [ 0.45918573 0.60448157 0.46185229 0.72209802 0.35032179 0.59004252 0.54865075 0.58998356 0.53003505 0.51237105] [-0.70042476] [ 0.34008188 0.6141926 0.35156211 0.68650055 0.3254898 0.42493486 0.40972932 0.40580932 0.44892684 0.453969 ] [-0.66430857] [ 0.37934037 0.33772431 0.72793963 0.30958987 0.38820124 0.54506499 0.50573128 0.59101689 0.40011543 0.34297123] [ 0.6954076] [ 0.42954863 0.30708514 0.68657721 0.34472385 0.41142704 0.44435554 0.45964832 0.45046941 0.47105773 0.27837677] [-0.40891106] [ 0.44061638 0.67892876 0.55206942 0.46427299 0.44091515 0.73165394 0.56133012 0.4624467 0.62220033 0.66215482] [-0.00823767] [ 0.34154888 0.46464625 0.51115849 0.53250135 0.48042926 0.63839674 0.39181869 0.4510283 0.58872604 0.46469508] [-0.37023501] [ 0.64247758 0.61167922 0.58217802 0.52681773 0.48312986 0.50896195 0.5939926 0.48736825 0.66940895 0.47078158] [ 0.78592193] [ 0.09798839 0.4445069 0.65008015 0.47024208 0.48477409 0.81511151 0.33803553 0.2598508 0.4139407 0.58404446] [-0.32242396] [ 0.54863771 0.72708368 0.49244843 0.50586425 0.28615351 0.47745871 0.48175997 0.56430771 0.63830944 0.56293326] [-0.05577412] [ 0.56064335 0.48212009 0.62580304 0.25575013 0.36181213 0.26736947 0.52564708 0.61461356 0.54282314 0.33980917] [ 0.53486869] [ 0.22873495 0.54170662 0.50932353 0.51484804 0.60681507 0.76720114 0.30362431 0.40994062 0.41741833 0.67036838] [ 0.09592302] [ 0.31979989 0.61668914 0.44304143 0.5785246 0.44337861 0.75254917 0.46992335 0.41774926 0.59539531 0.62768773] [-0.57165061] [ 0.71195022 0.64613123 0.46658403 0.45145883 0.24981007 0.35538376 0.46778642 0.47193987 0.54606334 0.5044112 ] [-0.6643191] [ 0.68323218 0.35702363 0.66065387 0.37402085 0.45216249 0.40493995 0.57525891 0.47786778 0.3959416 0.36639059] [ 0.23272755] [ 0.27229103 0.64768605 0.49025601 0.56318469 0.44576998 0.76244526 0.39040193 0.55940696 0.52964368 0.52397937] [ 0.51776071] [ 0.34568889 0.53605056 0.55469193 0.44258303 0.32001022 0.51258352 0.45920636 0.57290463 0.41317363 0.46245482] [ 0.12660912] [ 0.18472657 0.29682436 0.57334057 0.5433184 0.60944474 0.55450674 0.47447824 0.31774668 0.3739763 0.58194716] [-1.36553193] [ 0.34274846 0.44464642 0.62573767 0.3403126 0.417753 0.36641028 0.47744003 0.48022052 0.50683348 0.25064513] [ 0.50965524] [ 0.64937418 0.58903805 0.59358494 0.35816996 0.44190611 0.50834789 0.52998926 0.59379338 0.57261735 0.46209109] [ 0.14365928] [ 0.24217329 0.58192114 0.60449606 0.39577493 0.50605929 0.60393045 0.43595601 0.40257041 0.4385023 0.48847705] [ 0.39129074] [ 0.79329368 0.47937257 0.61262777 0.28295824 0.29698611 0.2800787 0.60176154 0.68909645 0.55311076 0.26368602] [-0.45340489] [ 0.63457498 0.71982958 0.55930374 0.35743467 0.47002886 0.46241558 0.56845202 0.55237124 0.60670244 0.50117853] [ 0.00370343] [ 0.46656271 0.53199348 0.55704778 0.57092868 0.49835728 0.44951019 0.44607067 0.57620284 0.44338156 0.49872211] [-0.06034659] [ 0.42564637 0.63812218 0.48751139 0.70721623 0.36465611 0.70508976 0.47716229 0.54163817 0.47919474 0.53715824] [-0.01120065] [ 0.17705606 0.4461577 0.54791585 0.51390129 0.41175449 0.72459416 0.42062379 0.34598279 0.5092544 0.45982696] [-0.01420414] [ 0.61970774 0.79179816 0.41263595 0.44233903 0.40422504 0.59941364 0.52516791 0.53522508 0.58358478 0.69704715] [-0.11820327] [ 0.33745612 0.70204572 0.39879041 0.62029321 0.46046576 0.71562143 0.40141028 0.5321193 0.45829222 0.59679394] [-0.34634517] [ 0.41345972 0.43633206 0.6570374 0.25663733 0.51610848 0.61940434 0.49077156 0.39159228 0.50126349 0.50598494] [-0.61354206] [ 0.71503312 0.46584909 0.53868691 0.52558299 0.32277511 0.44828912 0.43483332 0.44429177 0.53913593 0.54943248] [-0.91042898] [ 0.4208267 0.66465128 0.44654334 0.30955664 0.28330212 0.37303681 0.45732356 0.69797955 0.61295289 0.30591167] [ 0.25846045] [ 0.24310672 0.41594399 0.64455829 0.46406174 0.46922814 0.76858408 0.38617223 0.43340745 0.34240934 0.53038038] [-0.55541479] [ 0.41443926 0.70122968 0.54301067 0.53394816 0.47035103 0.64833178 0.53226375 0.47153425 0.60366047 0.55020321] [ 1.93318827] [ 0.56002517 0.4435886 0.4747276 0.49327309 0.40207111 0.38494596 0.41524671 0.51521868 0.40663073 0.37986152] [ 0.80656624] [ 0.68827824 0.67099936 0.47401849 0.52222411 0.26555374 0.43573013 0.43301892 0.44136467 0.57808207 0.57259092] [-0.12520428] [ 0.29546852 0.45163491 0.57241242 0.39781657 0.56526434 0.61685267 0.36041126 0.37353863 0.36788498 0.52634304] [-0.06099977] [ 0.24966786 0.6069274 0.37405906 0.70181112 0.32723047 0.70161408 0.31149888 0.51036163 0.48657701 0.45464483] [ 0.33840406] [ 0.40539295 0.60893728 0.46211981 0.60590325 0.44429466 0.44773593 0.42307364 0.54886786 0.62148611 0.40044252] [-0.7267147] [ 0.46218285 0.7902654 0.35591978 0.54783442 0.33597471 0.61150513 0.43134869 0.53887087 0.65876662 0.65185862] [ 0.03980323] [ 0.19841874 0.56618511 0.4895805 0.53359453 0.42411954 0.69469204 0.34783348 0.50608594 0.59534674 0.53726336] [ 0.45269878] [ 0.71038233 0.42237817 0.61459719 0.34627876 0.39961028 0.34199205 0.45508437 0.54612592 0.57541021 0.40338609] [-0.2350688] [ 0.39346222 0.71633236 0.42105719 0.62821897 0.41307067 0.58685802 0.41389256 0.45095249 0.56487577 0.70134232] [ 1.11163962] [ 0.70248035 0.72561009 0.54332368 0.40028622 0.29918005 0.29301819 0.52015386 0.74912966 0.73066382 0.31128324] [-0.00753593] [ 0.26025848 0.5040579 0.57762923 0.42604009 0.54007048 0.5583206 0.38272936 0.24409413 0.33681229 0.50428536] [-0.09087086] [ 0.38575366 0.72342887 0.43741279 0.59678868 0.45139101 0.65178627 0.43791227 0.39191068 0.59904429 0.62477075] [ 1.4202025] [ 0.65834373 0.7686724 0.46374426 0.58096324 0.35409567 0.32288347 0.53996813 0.69939279 0.74286109 0.30265055] [-0.82442091] [ 0.39313532 0.64458772 0.31604125 0.64730961 0.34085067 0.59572858 0.47361889 0.67390687 0.47220853 0.4170112 ] [ 0.42884623] [ 0.51623722 0.59471897 0.45358087 0.63387692 0.30503467 0.31759606 0.42815212 0.45509806 0.64058641 0.44267386] [ 0.1680781] [ 0.21948485 0.34823929 0.67731864 0.35519757 0.52981711 0.64779556 0.39368608 0.25785314 0.39323525 0.45692295] [-1.0994405] [ 0.39944113 0.45035957 0.63006829 0.31487805 0.41432601 0.39763059 0.51932212 0.49554076 0.48283768 0.3203718 ] [-0.10554504] [ 0.52463446 0.7122768 0.36819723 0.64236761 0.26733631 0.59558861 0.4077716 0.47826335 0.59217496 0.63337119] [ 0.48060302] [ 0.17926184 0.45779946 0.53016265 0.53885472 0.4891332 0.7375265 0.35719015 0.33516125 0.5073745 0.57734177] [-0.00838896] [ 0.3196448 0.712171 0.45433007 0.69821651 0.41891167 0.6469058 0.33037752 0.53146325 0.54687551 0.59905595] [-0.24406067] [ 0.49761015 0.76230724 0.42734468 0.65081123 0.47056266 0.72379785 0.43611065 0.50861453 0.57177561 0.68558028] Progress: 65.1% ... Training loss: 0.306 ... Validation loss: 0.471[-0.09890648] [ 0.37271698 0.7772204 0.42897512 0.56412122 0.38366297 0.70718294 0.48164102 0.36339297 0.70994025 0.69489529] [-0.69463922] [ 0.38454388 0.71997691 0.38771187 0.53296496 0.37873294 0.63409067 0.44250421 0.61950696 0.50472877 0.53104969] [ 0.16286013] [ 0.61923754 0.69457577 0.38808956 0.4547641 0.30048439 0.55892475 0.44961357 0.41421187 0.55679545 0.57887537] [-0.11807245] [ 0.24632492 0.20443272 0.72260381 0.24544238 0.56018032 0.54631395 0.48038772 0.40773456 0.31730065 0.32404769] [-0.23864754] [ 0.59252878 0.79688621 0.4845205 0.50413558 0.4582949 0.45766331 0.45726598 0.63274063 0.59919317 0.69402603] [-0.84877238] [ 0.36147123 0.71142694 0.43336542 0.61333326 0.3673348 0.46076401 0.45842825 0.70015247 0.63617977 0.35892672] [-0.58358946] [ 0.69948167 0.43419257 0.68658154 0.35392366 0.56197387 0.41575081 0.50998465 0.48532488 0.48169321 0.47650829] [ 0.32226922] [ 0.20822876 0.37659142 0.6540863 0.3990156 0.49908009 0.8008953 0.42499481 0.3712354 0.35186071 0.50032315] [-1.44661017] [ 0.55832636 0.57399789 0.52793166 0.54094426 0.24105929 0.38748831 0.40783679 0.48390378 0.5027421 0.36042136] [ 0.02916082] [ 0.32782423 0.60582822 0.46125596 0.35542605 0.36420337 0.52680863 0.4400946 0.57197251 0.52664787 0.37984557] [-0.39674513] [ 0.47765486 0.41785996 0.57899464 0.29307217 0.45746084 0.61659896 0.3799966 0.5788084 0.48026562 0.43694772] [ 0.09328605] [ 0.13779978 0.39961428 0.54955845 0.63960515 0.4714246 0.68213486 0.32421877 0.46288094 0.41739452 0.34231177] [ 0.37975602] [ 0.47166049 0.68420806 0.46918172 0.61107254 0.34087725 0.55344442 0.55823637 0.49271269 0.64728098 0.57858372] [ 0.05647751] [ 0.42708616 0.49097958 0.62119102 0.35585793 0.56530505 0.48802495 0.41174664 0.43525278 0.44685663 0.51301588] [ 0.26019273] [ 0.24747541 0.28275991 0.5506798 0.55520811 0.51607762 0.52604017 0.42141119 0.39695472 0.42479105 0.58081619] [-0.18668394] [ 0.32400236 0.25428218 0.71143366 0.26004676 0.53113674 0.41658729 0.40547551 0.32562919 0.36857549 0.27319175] [-1.00567946] [ 0.82617041 0.7568608 0.53237459 0.29566049 0.39671982 0.45383561 0.64746483 0.56128854 0.70442584 0.55445455] [ 0.59324994] [ 0.60689593 0.56916054 0.54695146 0.42305393 0.38719112 0.45456499 0.4294627 0.54446202 0.61929405 0.54524034] [ 1.19661764] [ 0.54974026 0.4766325 0.60743641 0.29274661 0.51029904 0.43576441 0.53098784 0.54919637 0.40806032 0.44647292] [ 0.99749313] [ 0.45572378 0.57863472 0.59037173 0.33063281 0.4632396 0.63127988 0.39742649 0.43264511 0.58530303 0.5725216 ] [ 0.13360531] [ 0.21346049 0.38403487 0.68012322 0.4267866 0.50058139 0.7175401 0.37937017 0.40335465 0.4396095 0.48192851] [-0.70373474] [ 0.65510445 0.79697003 0.51536573 0.3614904 0.39765878 0.55020003 0.61129233 0.62997901 0.65827375 0.64830723] [ 0.01599181] [ 0.24735266 0.62480897 0.38571011 0.61363668 0.43909423 0.64683841 0.28956804 0.46234597 0.52176013 0.55099058] [-0.25372436] [ 0.60966596 0.67752636 0.42379327 0.35617728 0.28910044 0.48391338 0.54019861 0.48530104 0.53147959 0.52302383] [-0.35942805] [ 0.36689888 0.71679972 0.46678657 0.52726228 0.28029636 0.51746483 0.49719614 0.62721342 0.59033828 0.40271902] [ 2.13078613] [ 0.68559417 0.45365812 0.62425241 0.33191516 0.30222795 0.25151196 0.56445336 0.64410401 0.49447854 0.24237774] [-1.08322489] [ 0.46054615 0.35373436 0.62185119 0.17847095 0.42500629 0.36227718 0.48128077 0.6117598 0.42814251 0.24656366] [-0.24899449] [ 0.35367244 0.5865672 0.3976526 0.65863447 0.4120199 0.52750254 0.52047397 0.43350265 0.51276008 0.7292532 ] [-0.06725149] [ 0.61332178 0.63197503 0.50131695 0.47342808 0.27433453 0.41117471 0.51131288 0.49594636 0.63303781 0.45782889] [-0.27637788] [ 0.40359937 0.49494012 0.5323248 0.44447345 0.44180179 0.64727444 0.41880458 0.38459439 0.48024256 0.60895621] [ 0.36533065] [ 0.40634237 0.60519977 0.47241538 0.54281702 0.44876187 0.4794973 0.46191407 0.56333586 0.62750454 0.41228368] [ 1.08604269] [ 0.56758098 0.56252061 0.4656618 0.6021561 0.26917811 0.31751483 0.45748147 0.64973841 0.6104016 0.61140581] [-0.40154087] [ 0.71724033 0.57684042 0.62802467 0.47854337 0.36289535 0.35442858 0.54258521 0.74589433 0.57873843 0.36175662] [-0.58684954] [ 0.39836566 0.65822939 0.50733486 0.54619169 0.30185672 0.59487094 0.451211 0.49731549 0.47189385 0.55869626] [ 0.61888393] [ 0.42340325 0.64028057 0.43370273 0.54441424 0.31617851 0.58858914 0.49860033 0.69019932 0.49171896 0.4075656 ] [-0.27386787] [ 0.64243911 0.72615892 0.60533231 0.33981387 0.46716408 0.6889079 0.60726006 0.47977816 0.53635298 0.65315951] [-0.05491731] [ 0.50564685 0.2038487 0.7663709 0.20378395 0.5639736 0.55209338 0.50532918 0.33993412 0.26695228 0.40683537] [ 0.56939859] [ 0.3736457 0.59918935 0.40512157 0.44260133 0.39943886 0.51623667 0.5005797 0.69754104 0.65217192 0.33356445] [ 1.03140391] [ 0.48634348 0.43369716 0.58332971 0.33704928 0.49706092 0.63988668 0.41899073 0.56736221 0.54410625 0.45567914] [ 0.96663891] [ 0.51718709 0.50446997 0.57328675 0.44114761 0.3855999 0.50551067 0.47642427 0.5605932 0.40710915 0.45190562] [ 0.53651155] [ 0.47299211 0.46940291 0.50142498 0.49290926 0.47455779 0.44185206 0.39106201 0.42530693 0.52864545 0.44450649] [-0.52082125] [ 0.80741714 0.377548 0.56720819 0.45290924 0.4166937 0.35062161 0.59656897 0.59939002 0.50688658 0.5518351 ] [ 0.1929706] [ 0.18479594 0.58586215 0.50879756 0.66300751 0.36752307 0.65643462 0.32773983 0.32774707 0.40799405 0.49563527] [-0.42220324] [ 0.73635071 0.54006089 0.48626711 0.4775148 0.3383902 0.36666498 0.59487798 0.62059848 0.47775378 0.59175754] [-0.14780352] [ 0.36611399 0.71059154 0.29652436 0.70147235 0.40413377 0.71826189 0.44788241 0.5790328 0.39221826 0.57629574] [-0.24885179] [ 0.53960547 0.50394163 0.55267613 0.34948235 0.45580437 0.64396189 0.46089783 0.55840944 0.49387827 0.44646242] [ 0.00758627] [ 0.32382971 0.48655308 0.5487486 0.37829788 0.51853963 0.4422048 0.54802778 0.42302888 0.55856391 0.31351831] [-0.14834487] [ 0.25628043 0.60124358 0.51155125 0.4988914 0.50118971 0.58047715 0.3789275 0.57645785 0.48742074 0.54532424] [-0.21415305] [ 0.81567081 0.5298431 0.63408728 0.16578106 0.32869371 0.23722454 0.65043119 0.62530022 0.66491608 0.3205576 ] [ 0.1696107] [ 0.26355725 0.46418742 0.54123483 0.36149287 0.62440692 0.72104107 0.41358512 0.41315281 0.35288547 0.58789488] [ 0.11944261] [ 0.50984139 0.66059897 0.4408763 0.50644616 0.30733961 0.40659165 0.5001841 0.56141325 0.58001636 0.47976743] [ 0.20767821] [ 0.27504918 0.36532542 0.60463589 0.47100434 0.49598765 0.79930944 0.31859026 0.48933008 0.37254145 0.60327313] [-0.46209258] [ 0.26967981 0.37212793 0.54708944 0.5686271 0.3772032 0.4853448 0.4161452 0.43129943 0.54460389 0.23831469] [-0.35081292] [ 0.75716538 0.58662368 0.52086288 0.32709013 0.27314332 0.42437981 0.5129797 0.44369089 0.52381582 0.44140601] [ 0.36433253] [ 0.51325486 0.39722536 0.64909583 0.26228999 0.53100236 0.47893966 0.46703292 0.46697618 0.51013945 0.45527213] [-0.10108313] [ 0.29669301 0.55878592 0.45337881 0.62082284 0.44172351 0.72924449 0.41652517 0.5479343 0.5307514 0.44830185] [ 0.60389316] [ 0.52029914 0.71746519 0.45784199 0.55033851 0.3369891 0.54444537 0.470541 0.60831518 0.53635609 0.57819725] [ 0.12374754] [ 0.64362998 0.58944964 0.53987715 0.42364524 0.43914076 0.37364704 0.58348792 0.54304479 0.49562867 0.52821341] [-0.26547084] [ 0.40902026 0.67734562 0.49172441 0.57890613 0.31124205 0.6274039 0.42198901 0.39846226 0.51768659 0.58406355] [-0.63547514] [ 0.47403094 0.64366118 0.56412388 0.44666002 0.47863735 0.58444273 0.51904484 0.43359866 0.57302808 0.63262162] [ 0.4930739] [ 0.5072023 0.67299849 0.4183631 0.58104728 0.29309213 0.34673543 0.5620932 0.7061594 0.63408575 0.26925441] [-1.24781801] [ 0.39603348 0.75256763 0.42006019 0.56089464 0.26373268 0.44407197 0.52200861 0.69116695 0.63586947 0.33710601] [-0.24762296] [ 0.42776415 0.58120822 0.51227558 0.60213878 0.45908714 0.52174762 0.51656604 0.55967229 0.57092753 0.47895858] [-0.36880859] [ 0.5709131 0.54393672 0.55620192 0.34581443 0.36806217 0.43102483 0.57092366 0.68187643 0.47561497 0.37384415] [ 0.73709092] [ 0.69856156 0.60211075 0.62049435 0.4625919 0.33576004 0.29897485 0.52127913 0.74762588 0.62648222 0.27572544] [-0.18747314] [ 0.33646021 0.65637111 0.32317971 0.58068702 0.48414643 0.58552913 0.34409054 0.49492958 0.44214348 0.55247485] [-1.02672034] [ 0.84902493 0.63108718 0.59428235 0.34297512 0.40426586 0.55934128 0.54069271 0.62562167 0.54516205 0.54448781] [-0.4969793] [ 0.74173428 0.57534241 0.62397463 0.39658937 0.33401135 0.34738324 0.51494604 0.70512816 0.61130142 0.34845886] [ 0.08504032] [ 0.33187754 0.65939688 0.51872003 0.65966855 0.45398211 0.69627227 0.39737445 0.48581321 0.58659661 0.6186864 ] [-0.08086168] [ 0.34367315 0.26029952 0.67907125 0.51048834 0.46906099 0.59716779 0.42159243 0.36806529 0.29628319 0.60175138] [-0.36880859] [ 0.5709131 0.54393672 0.55620192 0.34581443 0.36806217 0.43102483 0.57092366 0.68187643 0.47561497 0.37384415] [ 0.55416905] [ 0.21572003 0.48803508 0.63489882 0.53891175 0.40211127 0.78287596 0.3320619 0.30474314 0.36872273 0.57259907] [-0.07323118] [ 0.4280241 0.77689632 0.38069062 0.5185014 0.51348131 0.72513213 0.46767362 0.4674791 0.56517363 0.71396402] [ 0.30179178] [ 0.36898104 0.30368245 0.60302403 0.26523616 0.40557147 0.62398116 0.43342848 0.44407252 0.30645283 0.4022926 ] [ 0.2671574] [ 0.45337437 0.6373015 0.46376728 0.48785245 0.36008191 0.55519381 0.46406188 0.55682706 0.53720304 0.58330221] [-0.55986983] [ 0.54168306 0.48617213 0.63265737 0.35770557 0.44021473 0.52099698 0.58809456 0.45478445 0.50933793 0.51373873] [-0.24546211] [ 0.54040109 0.50411592 0.58217431 0.39054011 0.50287568 0.63871229 0.43347577 0.60694369 0.62448505 0.49277844] [ 0.04794717] [ 0.3087401 0.28578395 0.76649344 0.37609411 0.55300712 0.58145087 0.43031639 0.38591089 0.38247524 0.51391465] [ 0.07545697] [ 0.51295732 0.49303642 0.59203757 0.38527123 0.40035811 0.48097536 0.54888487 0.61886022 0.42290343 0.3785052 ] [ 0.22857135] [ 0.60109826 0.76745218 0.45508856 0.51551025 0.34484011 0.54602205 0.58671226 0.61483317 0.63070607 0.53536538] [-0.34815059] [ 0.3846716 0.67124291 0.44557566 0.65672193 0.4237129 0.62273473 0.37525724 0.47934275 0.51916993 0.50431223] [-0.2192823] [ 0.7364297 0.55492198 0.61664952 0.35215193 0.4563195 0.43314299 0.54893255 0.52931224 0.58495445 0.50595855] [-0.37275708] [ 0.63988859 0.61125523 0.44772139 0.30617512 0.42104856 0.62435621 0.5031218 0.55942479 0.45766934 0.50064241] [-0.0105137] [ 0.35146421 0.2879526 0.72384924 0.2687129 0.46451168 0.47839328 0.4229319 0.35186348 0.41310839 0.28250922] [ 0.20118879] [ 0.40070627 0.52118583 0.63225729 0.42605268 0.45508305 0.59589301 0.45501265 0.5552412 0.6002208 0.54362161] [ 0.05088137] [ 0.53132391 0.59462737 0.43058652 0.50203867 0.33575521 0.49298574 0.44816931 0.34635865 0.56318166 0.47853079] [-0.32150182] [ 0.63860707 0.6566712 0.63292733 0.45341811 0.44600669 0.51680831 0.56879755 0.54711289 0.65053727 0.5443354 ] [ 0.10219538] [ 0.31759244 0.51505975 0.45955915 0.62743833 0.41813485 0.69526935 0.415661 0.41869134 0.42271411 0.53482357] [-0.11441541] [ 0.23599187 0.38497832 0.63631814 0.46823569 0.49686284 0.68780035 0.45151987 0.28564829 0.44403909 0.4068797 ] [ 1.93690972] [ 0.5920318 0.63562349 0.45948562 0.56927117 0.22963326 0.44709391 0.37658509 0.43798384 0.64810335 0.41038231] [ 1.64675172] [ 0.84783625 0.37831289 0.73720074 0.18161065 0.45248523 0.28346078 0.6823698 0.63044093 0.5548665 0.24497274] [-0.11319012] [ 0.40388547 0.74097343 0.40167987 0.57037405 0.38576805 0.63654357 0.38105995 0.41343315 0.57788988 0.6366909 ] [ 0.41430112] [ 0.15485209 0.50709029 0.57211705 0.57636314 0.45193147 0.73863346 0.44063832 0.49769632 0.50226416 0.47620304] [-0.12123586] [ 0.52385403 0.37628717 0.58096748 0.37497309 0.43814127 0.52175331 0.54655137 0.59949004 0.51486806 0.39324416] [ 0.38103677] [ 0.67734537 0.62477373 0.49570828 0.49243956 0.2800695 0.3581556 0.51207372 0.51086616 0.60911697 0.53161895] [-0.12286505] [ 0.45824312 0.43989654 0.47209277 0.36084472 0.37866512 0.44837534 0.50193313 0.55954853 0.50371475 0.2898905 ] [ 0.4029086] [ 0.49141469 0.60926432 0.57970121 0.62876199 0.46755557 0.56970882 0.34158081 0.51641432 0.55628269 0.49975224] [-0.4594723] [ 0.31171131 0.42605559 0.46665096 0.49874896 0.42176645 0.59946933 0.37114236 0.4153186 0.49663191 0.4479872 ] [-1.50667955] [ 0.46918109 0.50025323 0.55399179 0.47678038 0.32099528 0.40793187 0.48669754 0.66983961 0.42033841 0.28711047] [ 0.48581281] [ 0.23156569 0.65377924 0.47692583 0.45427682 0.35931797 0.61858204 0.3916991 0.50371996 0.58436961 0.51226186] [ 0.500455] [ 0.25282981 0.58211781 0.41712824 0.58514588 0.44899848 0.69241322 0.38042418 0.36631663 0.47160621 0.58178005] [-0.46119753] [ 0.7310176 0.43697615 0.59276641 0.32133845 0.47505121 0.32970469 0.47328859 0.48488305 0.41471873 0.59927553] [-0.5020147] [ 0.58890757 0.22615 0.68341751 0.30970599 0.51805977 0.48498636 0.46400166 0.53204897 0.49571195 0.36807456] [ 0.11619805] [ 0.55765566 0.41219727 0.63046793 0.35681229 0.58721162 0.53494835 0.59338415 0.59363126 0.44999047 0.3908181 ] [-0.44610325] [ 0.3444425 0.7015367 0.35845585 0.68982495 0.26170104 0.46767841 0.44550826 0.51714517 0.60914419 0.71011137] [-0.38679461] [ 0.26448391 0.3886367 0.5193342 0.57398718 0.37705131 0.52952609 0.40457819 0.41612333 0.43606148 0.28684524] [ 0.18226168] [ 0.53923402 0.76181622 0.39437035 0.53649667 0.24441396 0.30450766 0.52177686 0.66795434 0.65373105 0.48479816] [-0.17438024] [ 0.32986914 0.53421102 0.47320429 0.49678927 0.39224955 0.5928234 0.47071373 0.36171889 0.51748295 0.55615594] [-0.88882872] [ 0.54499308 0.5303343 0.60591704 0.49071047 0.52644084 0.52388859 0.45412008 0.46277941 0.51675094 0.57567188] [-0.11094772] [ 0.4030237 0.39870002 0.64321612 0.30705295 0.51098138 0.66007333 0.43310562 0.48579441 0.51440615 0.52907718] [-0.57652705] [ 0.62468291 0.41790068 0.67651473 0.40167343 0.57641021 0.48461549 0.4174952 0.51358738 0.46741103 0.3973664 ] [-0.37496364] [ 0.4924787 0.5108921 0.54369144 0.49376181 0.36826319 0.40177524 0.49553227 0.48345097 0.56242041 0.43501923] [-0.6317081] [ 0.44674915 0.56359325 0.36333399 0.52885324 0.43333589 0.5706705 0.32661106 0.50561417 0.47233608 0.52320721] [ 0.23668093] [ 0.54761237 0.70191038 0.56646398 0.51712328 0.26173618 0.32068138 0.43875181 0.75300851 0.64326472 0.30713178] [-0.1309595] [ 0.55228077 0.61820632 0.42913463 0.59553704 0.362769 0.36300643 0.52567616 0.68574643 0.51136802 0.64525718] [ 0.62223994] [ 0.65092918 0.59545532 0.52164509 0.45329882 0.33464323 0.48074572 0.52751828 0.42062878 0.54319859 0.56003515] [-0.63942796] [ 0.48810769 0.66702796 0.48919063 0.6750233 0.44636324 0.50835868 0.37663236 0.43545067 0.46424085 0.50999484] [-0.4422351] [ 0.52004468 0.52463265 0.57610855 0.35091331 0.4500744 0.4898754 0.63899945 0.54625586 0.47957754 0.46254078] [-0.00820123] [ 0.48037984 0.61727448 0.55149187 0.61461127 0.4413346 0.41111984 0.43993731 0.56350176 0.68117174 0.35832918] [-1.20113148] [ 0.53435603 0.50083752 0.6723593 0.24022298 0.5332048 0.35580435 0.55291801 0.60831363 0.51740519 0.36433059] [-0.07311592] [ 0.20437578 0.47102837 0.59733422 0.56565293 0.37115427 0.65343408 0.37062954 0.53439694 0.43576898 0.49632841] [-0.28732553] [ 0.39851335 0.63939004 0.42321009 0.47272754 0.37289005 0.39326771 0.45066621 0.52726512 0.48138648 0.5994938 ] [-0.14557805] [ 0.75916804 0.57120162 0.53875868 0.35392962 0.31473024 0.40370975 0.51832733 0.38985547 0.53813042 0.40011171] [ 0.93712543] [ 0.84434042 0.45888154 0.58944607 0.27230504 0.23097714 0.2417045 0.57878133 0.6335527 0.5972549 0.27316987] [-0.03316828] [ 0.26814669 0.60122311 0.47998057 0.61002517 0.48683343 0.5811276 0.39218446 0.30443852 0.42741389 0.50421109] [-0.12457077] [ 0.42904666 0.67607348 0.47176436 0.4884966 0.47937485 0.59043138 0.47488401 0.31927817 0.49214835 0.68481572] [-0.36680462] [ 0.43246259 0.43310932 0.55866032 0.41180038 0.4799494 0.79111832 0.41067367 0.56202786 0.51229198 0.56694719] [ 1.47765599] [ 0.69489009 0.54512492 0.61899258 0.41518452 0.38668931 0.44050047 0.45859943 0.537566 0.48744168 0.37723297] Progress: 65.4% ... Training loss: 0.304 ... Validation loss: 0.477[-1.12606028] [ 0.70059137 0.13956797 0.71907852 0.37503223 0.40866281 0.3600491 0.53794527 0.53076637 0.26597779 0.21684028] [ 0.34917472] [ 0.7951004 0.48815826 0.58805121 0.3940954 0.24570522 0.38707348 0.53215229 0.6683272 0.54340125 0.3748789 ] [-0.3885088] [ 0.77300375 0.50287991 0.54666952 0.33256928 0.34320434 0.4436992 0.49090242 0.46243901 0.56804064 0.46184336] [ 0.85911246] [ 0.10350509 0.66558438 0.40779441 0.65419371 0.52728432 0.86009853 0.37863948 0.42336377 0.46013732 0.63579433] [ 0.10579465] [ 0.294421 0.72232961 0.36272083 0.73950367 0.26056478 0.68908305 0.38577319 0.61749625 0.53604755 0.54885746] [ 1.3924347] [ 0.51578821 0.7502569 0.42139139 0.54591963 0.29584793 0.38290741 0.42872017 0.57488042 0.61128065 0.41375225] [ 0.26277051] [ 0.28129818 0.54299258 0.50807661 0.50944954 0.4949965 0.73281662 0.37723049 0.43371788 0.42077427 0.64388005] [ 1.81408135] [ 0.34131609 0.61454986 0.47453548 0.5520778 0.34883439 0.52283532 0.35403568 0.55532611 0.69328546 0.44902053] [ 0.04491379] [ 0.57255416 0.696888 0.4617905 0.42708518 0.36765896 0.47226838 0.59937716 0.66026922 0.61005598 0.44289086] [ 0.34571182] [ 0.19063982 0.54110341 0.54262996 0.54266758 0.45165559 0.69440262 0.36183031 0.42005071 0.43118533 0.65534473] [ 1.4561541] [ 0.415632 0.74304112 0.4212593 0.53737567 0.22061999 0.43588531 0.43205659 0.63247766 0.54147964 0.43985624] [ 0.17703722] [ 0.3943184 0.65224433 0.4616707 0.52389092 0.33753575 0.47081201 0.35382783 0.5327632 0.51070203 0.54493665] [-0.60837287] [ 0.71440596 0.57445363 0.51019304 0.38355253 0.37523461 0.42277359 0.47243285 0.53853766 0.51009054 0.57614065] [-0.13788448] [ 0.42085564 0.49558706 0.53840877 0.5132656 0.32971018 0.48603075 0.5961084 0.6534528 0.47271263 0.34820107] [ 0.76688161] [ 0.62944389 0.52646649 0.56568001 0.50532565 0.52314392 0.4940856 0.48169044 0.63204178 0.57383071 0.41618275] [ 0.04963372] [ 0.39681411 0.33703603 0.55707276 0.26159379 0.54096138 0.72302036 0.43461504 0.54649677 0.37076032 0.4578775 ] [ 0.36190113] [ 0.17040823 0.61838955 0.44962863 0.54796498 0.40745989 0.65570017 0.32698906 0.48693604 0.38382222 0.53818403] [ 0.13569264] [ 0.40251926 0.68929547 0.43512485 0.70616879 0.46839568 0.58379958 0.483483 0.60466092 0.5443826 0.52441962] [ 0.27688286] [ 0.51460084 0.42048595 0.62249444 0.30935749 0.4916829 0.64818067 0.45885643 0.64861952 0.58298238 0.49649632] [-0.32382584] [ 0.48263727 0.2782768 0.72879705 0.24505665 0.53690867 0.53721312 0.45131593 0.54100582 0.49969428 0.42658901] [ 0.27782147] [ 0.13875308 0.6245323 0.4240039 0.5568001 0.43716361 0.7562048 0.37622406 0.46576276 0.48603399 0.51484304] [-0.37465548] [ 0.66345553 0.39208229 0.62610697 0.32905612 0.44643827 0.53647573 0.41535411 0.55804948 0.51281305 0.52536956] [ 1.05427544] [ 0.80652464 0.44623474 0.65380801 0.29793455 0.40141187 0.29880343 0.65605353 0.67267158 0.50236412 0.26337214] [-0.49474827] [ 0.4764003 0.68012998 0.43828669 0.62202109 0.24390319 0.51975938 0.39324935 0.48846674 0.50623724 0.51045214] [ 0.02686789] [ 0.3807903 0.31640981 0.72681982 0.2386164 0.62949741 0.67410967 0.5090312 0.25118802 0.38507426 0.57406973] [ 0.23558034] [ 0.21138606 0.63549509 0.43703089 0.58656229 0.48074361 0.62044659 0.29960498 0.42883721 0.4290881 0.64623432] [-0.07100148] [ 0.31213003 0.51776215 0.59629552 0.39075892 0.53760732 0.56408709 0.47858545 0.47337049 0.45610265 0.66422583] [ 0.61448693] [ 0.13679918 0.485363 0.49432272 0.53942296 0.50781924 0.79514227 0.35372601 0.38214619 0.40683981 0.59724593] [ 1.37624683] [ 0.79649848 0.611845 0.59762614 0.21268585 0.35330877 0.29985404 0.59819517 0.6753547 0.7041249 0.33395821] [ 0.27906191] [ 0.33372357 0.5868588 0.45265811 0.57342538 0.41152687 0.62786812 0.41005374 0.63155226 0.6464186 0.45625643] [-0.30086409] [ 0.54816114 0.57993247 0.49939634 0.4447226 0.38807883 0.55877786 0.50380011 0.50159621 0.67884873 0.57502311] [-0.0434352] [ 0.61815799 0.67274649 0.52641398 0.43595868 0.46554525 0.4887877 0.64175897 0.47797943 0.62478883 0.54624633] [-0.09016257] [ 0.5705352 0.53349703 0.45392824 0.46323223 0.40867193 0.43648526 0.37739101 0.51111738 0.58110367 0.39432148] [-0.27407529] [ 0.34368935 0.68771042 0.47955288 0.55744609 0.2953905 0.62728624 0.51071707 0.63145142 0.50625721 0.41761345] [ 0.59208634] [ 0.44905604 0.30588652 0.60414693 0.25413968 0.45285828 0.40418674 0.53087664 0.60250176 0.4238223 0.22306782] [ 0.41371351] [ 0.52115993 0.62480646 0.44461992 0.64117933 0.26369175 0.36541805 0.47907845 0.49680704 0.56221132 0.52366089] [ 0.88289222] [ 0.74698915 0.39660804 0.73257583 0.17474281 0.48405232 0.22782605 0.54680906 0.67461829 0.50001888 0.33615105] [ 0.35981364] [ 0.6288883 0.54226663 0.54865763 0.39078115 0.36139701 0.50106721 0.44121249 0.60081988 0.45840871 0.49367533] [-0.89369615] [ 0.53396389 0.59376019 0.46260352 0.60466701 0.2833563 0.52535713 0.42861278 0.48749955 0.51632044 0.45879936] [-0.13224319] [ 0.61569443 0.50372482 0.7027061 0.41764611 0.57038086 0.48547949 0.48963746 0.5145077 0.54473024 0.49625027] [ 0.10597476] [ 0.46066379 0.63010395 0.4607247 0.30489643 0.3384498 0.50791896 0.5386585 0.45066599 0.50217644 0.5080476 ] [ 0.51709271] [ 0.41887982 0.67639677 0.55113215 0.30307034 0.4090141 0.62964267 0.41897794 0.44175836 0.5303799 0.59666599] [-0.33244239] [ 0.65642725 0.51445562 0.57809724 0.46942134 0.47298574 0.53763529 0.64332584 0.50820811 0.47972725 0.5209726 ] [ 0.11810892] [ 0.28220034 0.26693638 0.74997802 0.32632824 0.56398393 0.69318314 0.41525587 0.37298653 0.37595487 0.44708654] [-0.01254122] [ 0.37343392 0.47247537 0.49493275 0.4443242 0.49036918 0.64011796 0.46239908 0.49494599 0.52450215 0.57103048] [ 0.05444141] [ 0.43816283 0.54178492 0.62227191 0.51493298 0.57902361 0.68951117 0.52815516 0.41962651 0.45716633 0.67948289] [ 0.01754048] [ 0.30934633 0.58297303 0.35363533 0.70120679 0.41587364 0.55326424 0.38474433 0.33216515 0.37823705 0.49121198] [-0.03238661] [ 0.55769464 0.6812967 0.58619714 0.41394027 0.38591926 0.50237182 0.49676796 0.42749677 0.67462041 0.57823618] [ 0.03353036] [ 0.3549838 0.72073718 0.35215781 0.69426999 0.3359403 0.7367031 0.39119008 0.63982391 0.53788293 0.64479279] [ 0.32307566] [ 0.26764598 0.5502738 0.62650678 0.39514756 0.49907654 0.6332078 0.42231488 0.51388997 0.58269737 0.56540804] [-0.35627217] [ 0.53175508 0.59003196 0.56537517 0.41375028 0.40833583 0.56226695 0.54087716 0.56388705 0.59651114 0.58157676] [ 0.18120291] [ 0.36207651 0.7218391 0.45354355 0.68176209 0.54926109 0.58709063 0.36953285 0.42128815 0.4289531 0.72294456] [ 0.07089041] [ 0.60681376 0.70490203 0.44371465 0.3458641 0.34938861 0.39229709 0.50001856 0.52466997 0.66736738 0.50645132] [ 0.16855442] [ 0.30798611 0.55838315 0.45322956 0.51806234 0.57893838 0.77310091 0.32276737 0.52038049 0.45308168 0.60288813] [ 0.59202989] [ 0.54934601 0.7639048 0.41240594 0.4796794 0.30923462 0.35808957 0.47360616 0.5820322 0.6609156 0.58577944] [-0.9240897] [ 0.35216689 0.4243756 0.52483856 0.34118695 0.51294464 0.51387156 0.47560252 0.55035953 0.50402828 0.34853037] [-0.42009502] [ 0.48621059 0.42434799 0.59091181 0.40855135 0.47271578 0.56814649 0.51259102 0.55738196 0.38885487 0.53148735] [-0.53079661] [ 0.40141644 0.6133268 0.46769829 0.45460334 0.38260538 0.57373157 0.41231456 0.41416474 0.56231999 0.55206137] [-0.61249017] [ 0.73837291 0.57549581 0.51523502 0.39801698 0.40352991 0.33405611 0.46851204 0.52807099 0.49858354 0.63368253] [ 0.15277792] [ 0.53800419 0.57148217 0.57166858 0.61448852 0.58550189 0.57755046 0.49411745 0.5458358 0.55176304 0.46218073] [ 0.11953217] [ 0.60311406 0.60423654 0.51596728 0.59815988 0.4393461 0.51736068 0.61215686 0.49375002 0.61130617 0.47734129] [-0.95955007] [ 0.41134847 0.73403943 0.43305704 0.60805464 0.22852503 0.47222754 0.43290354 0.6235928 0.54225219 0.50506376] [-0.49131444] [ 0.31755749 0.664873 0.46931286 0.57490928 0.37403611 0.66606795 0.5279249 0.57204762 0.54535009 0.46070782] [ 0.749158] [ 0.72770983 0.62112033 0.54095807 0.29140687 0.26788608 0.43246108 0.56511133 0.70440253 0.67960943 0.44852212] [ 0.2966338] [ 0.47533902 0.63598973 0.53634452 0.51759541 0.45779081 0.68207109 0.47681883 0.34807624 0.48950566 0.59532931] [-0.81534462] [ 0.48472512 0.6510381 0.4583502 0.59275365 0.45024601 0.36729877 0.42466884 0.62377986 0.55301876 0.49934282] [-0.01326765] [ 0.5323914 0.66816073 0.45032053 0.59433412 0.29164164 0.71038408 0.3595939 0.40334796 0.49916804 0.65273088] [-0.14553746] [ 0.49915888 0.56896284 0.53686383 0.4116052 0.43379818 0.54076968 0.48652777 0.55152573 0.49202111 0.53545488] [ 0.11995205] [ 0.27372329 0.7303985 0.42514587 0.51507003 0.46905213 0.64306982 0.36081792 0.50390402 0.56338995 0.75007665] [-0.10026223] [ 0.28550657 0.48743575 0.58684381 0.53070894 0.32717405 0.65240952 0.45714494 0.55174406 0.49269312 0.43198462] [-0.42106588] [ 0.24808382 0.58801503 0.58553088 0.47842327 0.38569559 0.58818886 0.38906387 0.4464853 0.43895243 0.47751438] [ 0.20131237] [ 0.27594763 0.53440302 0.42790971 0.75325504 0.42700003 0.72605366 0.39611627 0.41465181 0.41359465 0.52199279] [ 0.1513764] [ 0.37107775 0.57753114 0.41262525 0.50317102 0.45464144 0.68389028 0.44445976 0.46664677 0.44212834 0.59240493] [ 0.11517672] [ 0.35928792 0.77344368 0.34362338 0.59399367 0.45970377 0.65243028 0.32394267 0.42815559 0.5433886 0.69341518] [-0.33239323] [ 0.5056699 0.6797255 0.38801045 0.60395304 0.55464858 0.71503654 0.37046899 0.61640701 0.45853138 0.58667938] [ 0.66166641] [ 0.44189427 0.31285835 0.66243485 0.29052004 0.54497939 0.58925295 0.40287837 0.56595922 0.36356725 0.43550973] [-0.47256886] [ 0.5004653 0.36613187 0.62080616 0.40967397 0.54794976 0.62320489 0.48742704 0.40212296 0.35352508 0.44409767] [-0.69328828] [ 0.63835467 0.60998683 0.5009668 0.50616706 0.21846148 0.33549989 0.47066906 0.49526846 0.63557316 0.33758913] [-1.43011921] [ 0.66746217 0.60912251 0.58780037 0.38177112 0.44993598 0.29907078 0.56129799 0.65328312 0.63286946 0.29433722] [-0.49879518] [ 0.38263274 0.60863923 0.41662073 0.57577273 0.36439585 0.47413147 0.42076283 0.60759277 0.46054302 0.49823575] [ 0.12186594] [ 0.43842139 0.58111986 0.58617814 0.2870889 0.40192889 0.45278372 0.528344 0.48710779 0.56975677 0.3924309 ] [-0.62799986] [ 0.62785097 0.46495234 0.59131415 0.52711042 0.580468 0.43250605 0.44380991 0.46464192 0.5623762 0.33518729] [ 0.17057657] [ 0.18213944 0.65496226 0.41052782 0.53209303 0.43841575 0.72572501 0.35734418 0.38259291 0.53855987 0.52206133] [ 0.52924178] [ 0.29256265 0.37559918 0.50794002 0.30179065 0.46627321 0.53976403 0.4140671 0.4182083 0.34788058 0.32653737] [-0.46473068] [ 0.48248969 0.70905799 0.45532322 0.54543111 0.24724123 0.53550508 0.44935337 0.63440944 0.6752217 0.57862408] [ 0.46445819] [ 0.12979718 0.6341725 0.56113609 0.47646044 0.4480386 0.76274666 0.40983392 0.39624338 0.44622746 0.59243005] [ 0.27468297] [ 0.19706812 0.69637355 0.32539176 0.66275513 0.42266853 0.58967212 0.30538855 0.42008586 0.38709414 0.61629039] [-0.52281992] [ 0.666557 0.49039241 0.52770711 0.42692755 0.43870918 0.52057644 0.54622469 0.39632801 0.64749906 0.47050846] [-0.02784893] [ 0.21406058 0.64069552 0.5617098 0.6142653 0.36777878 0.59756958 0.35481904 0.43804918 0.58883023 0.50654078] [ 0.24542947] [ 0.73805847 0.62565621 0.5885583 0.3394285 0.40453586 0.43883081 0.60486343 0.59786253 0.59040228 0.50078307] [-0.19706154] [ 0.53915196 0.50394325 0.55246694 0.34965058 0.45616354 0.64525289 0.46062071 0.55794002 0.49364367 0.4473652 ] [ 0.18315917] [ 0.26487516 0.45482172 0.49168574 0.38881862 0.48064795 0.64780704 0.40056798 0.30864044 0.39157524 0.46485884] [ 1.4263086] [ 0.71749079 0.51672746 0.61057411 0.26720016 0.34134095 0.42787002 0.53487383 0.42184764 0.52087818 0.42677189] [-0.65170766] [ 0.40654908 0.37411531 0.6941582 0.46510956 0.34676169 0.51914272 0.49743319 0.60476901 0.46896412 0.29794315] [ 0.02127082] [ 0.38765111 0.51996276 0.61268234 0.34125946 0.49169946 0.62632001 0.48575335 0.43254882 0.46331934 0.55785196] [-0.42963155] [ 0.52771122 0.54054782 0.58844183 0.37471372 0.51018324 0.5580766 0.4496447 0.48859663 0.52207354 0.5833736 ] [ 0.13928161] [ 0.1543352 0.67698236 0.52096322 0.48249992 0.38604813 0.64925231 0.40968515 0.50655922 0.49428143 0.53062715] [ 0.83111479] [ 0.59653123 0.42729874 0.6292797 0.32876102 0.43620183 0.57721123 0.51295449 0.45190188 0.3512697 0.47249718] [-0.55090668] [ 0.58873628 0.69740521 0.40281227 0.56795983 0.31770723 0.53445277 0.34989427 0.39273484 0.53772729 0.57845655] [-0.25907065] [ 0.68566289 0.43461788 0.63181072 0.42251152 0.41627293 0.3615868 0.5953907 0.71513644 0.54137402 0.30614255] [-0.40071634] [ 0.22476207 0.54339839 0.62771017 0.45874569 0.38685697 0.65184824 0.41853479 0.48638265 0.44038712 0.4783363 ] [-0.0625333] [ 0.36809906 0.36683481 0.66895173 0.28471181 0.55301226 0.58118979 0.44349171 0.39096447 0.34538171 0.53984768] [ 0.26885878] [ 0.28643769 0.5966005 0.53070913 0.46640791 0.44033308 0.74296921 0.40381275 0.38198835 0.45850808 0.6384416 ] [ 1.82663409] [ 0.75296366 0.6426652 0.51307201 0.4020018 0.20933507 0.28547281 0.54592236 0.65176331 0.62721908 0.33034437] [-0.32707316] [ 0.40654877 0.69492702 0.3431569 0.53958596 0.2740409 0.49616988 0.32922859 0.48951025 0.53544056 0.44698752] [ 0.80003952] [ 0.38781348 0.6081977 0.42477321 0.55992635 0.33114693 0.4906097 0.45351018 0.60417719 0.48840862 0.42333584] [ 0.46903956] [ 0.36886417 0.71621455 0.39008576 0.62980576 0.32001031 0.6192103 0.35375456 0.48170965 0.5646342 0.62999329] [ 0.37614659] [ 0.17241203 0.51944696 0.48332261 0.44486076 0.46619355 0.70342952 0.3546645 0.38491715 0.45055628 0.5027346 ] [-0.45043793] [ 0.69547513 0.60045615 0.50688754 0.4833575 0.32368911 0.41548659 0.50131589 0.53124944 0.52459486 0.5267631 ] [-0.47579325] [ 0.3628484 0.58211764 0.43180972 0.62438447 0.3777173 0.55553988 0.44785524 0.33259291 0.57354875 0.464285 ] [-0.0538068] [ 0.2227832 0.59365823 0.57055645 0.55926697 0.39033851 0.50109199 0.38199949 0.47749359 0.59411361 0.4098274 ] [-0.92493122] [ 0.38641385 0.44573436 0.48312032 0.621432 0.3612195 0.49227912 0.51953315 0.60272919 0.51347618 0.35321596] [-0.20057264] [ 0.46769574 0.52968008 0.50703984 0.48754821 0.42423751 0.60255748 0.53794155 0.49641814 0.43240579 0.43674003] [-0.31990282] [ 0.51822172 0.61193188 0.50255918 0.45576802 0.33458452 0.36843304 0.48374625 0.47803112 0.54778586 0.44314252] [-0.76624687] [ 0.42008179 0.58699144 0.50301195 0.56227277 0.32579567 0.49847559 0.39918182 0.50917102 0.48907532 0.43804299] [ 0.19063918] [ 0.55469761 0.41218328 0.6296467 0.35827354 0.58888507 0.53967008 0.5920246 0.590734 0.4484924 0.39444822] [-0.31239063] [ 0.33997701 0.59697973 0.4492724 0.60635358 0.33936659 0.47427489 0.3622771 0.36058627 0.37618967 0.48941391] [ 0.33289711] [ 0.45400772 0.56191091 0.61379718 0.39655346 0.39623222 0.42673705 0.48984109 0.65209086 0.59953549 0.35600754] [-0.53048265] [ 0.40307781 0.60165978 0.43966446 0.57633042 0.39101568 0.41261179 0.39916303 0.39162398 0.3652963 0.58873362] [ 0.1791022] [ 0.52939879 0.59820265 0.51305585 0.57194947 0.3769678 0.42523995 0.49701468 0.65694359 0.56445958 0.34439593] [-0.8687113] [ 0.30823475 0.56453425 0.50481003 0.36134521 0.33491065 0.53309666 0.40766515 0.46650287 0.50441052 0.40258931] [ 0.33637017] [ 0.56080065 0.51061802 0.67745287 0.37276133 0.50770326 0.43175463 0.46630549 0.56131412 0.46512441 0.36475282] [-0.6446753] [ 0.70777521 0.66801903 0.61329996 0.23128476 0.38300723 0.43765027 0.52005205 0.7419454 0.64486953 0.45591074] [ 0.24494455] [ 0.73923055 0.37682091 0.68839591 0.25610995 0.55946129 0.36129475 0.52097542 0.51403345 0.4791316 0.33199102] [-0.0915921] [ 0.30773285 0.43420502 0.56478097 0.53452993 0.51260108 0.5967242 0.50691232 0.57872393 0.40370481 0.37814687] [-0.96043832] [ 0.3706841 0.31467974 0.62790822 0.30924392 0.40228608 0.39286665 0.44309138 0.64736206 0.36203351 0.22716182] [ 0.54239995] [ 0.20157044 0.44031959 0.58854778 0.51802239 0.55204449 0.66041339 0.35332433 0.24141986 0.28969141 0.57014386] [-0.58552404] [ 0.50939757 0.41703755 0.51613495 0.4226509 0.47953185 0.65435926 0.48086113 0.48157082 0.40228575 0.46348454] Progress: 65.7% ... Training loss: 0.302 ... Validation loss: 0.476[-0.44510584] [ 0.52135129 0.53624599 0.51493596 0.32110497 0.26923274 0.30552016 0.51442114 0.58300126 0.55731876 0.31687294] [-0.10237004] [ 0.42183359 0.60860434 0.42736459 0.50634111 0.41628378 0.61985729 0.39554019 0.36181495 0.46149312 0.60441957] [-0.32041647] [ 0.58692957 0.67659 0.49171328 0.40849509 0.34542204 0.51152763 0.56960382 0.65452143 0.54205931 0.52539274] [ 0.10412121] [ 0.38283783 0.54344585 0.52679995 0.36842848 0.51375775 0.64714745 0.53343131 0.28386113 0.58921802 0.63082631] [ 0.16166393] [ 0.32121912 0.71353356 0.44132396 0.58302851 0.46448918 0.67284014 0.41697639 0.5595303 0.50694084 0.51517052] [-0.04574098] [ 0.58057915 0.63043852 0.47934934 0.65960342 0.43233282 0.40006054 0.5171553 0.54569286 0.63350511 0.36970955] [ 1.0112216] [ 0.72765725 0.46309176 0.58412154 0.23216836 0.29388613 0.23866924 0.56017547 0.68512851 0.5913738 0.27055363] [ 0.28017123] [ 0.22878369 0.46669054 0.66446214 0.45318891 0.42537421 0.78581807 0.42830327 0.40770477 0.37545278 0.54211823] [-0.13005629] [ 0.4411837 0.48664405 0.592889 0.37714874 0.44063829 0.5568112 0.442453 0.57126116 0.51590017 0.4682864 ] [-0.05137998] [ 0.58981702 0.6702452 0.45089252 0.63162446 0.21784808 0.37611638 0.44719651 0.45890321 0.62131575 0.42552794] [-0.5206568] [ 0.66531768 0.75010647 0.41705775 0.58478095 0.28951745 0.36101958 0.39819667 0.47323168 0.67561125 0.55540543] [-0.66696762] [ 0.37852869 0.71094106 0.46372115 0.66213883 0.40211705 0.55796676 0.43413987 0.54506993 0.58255052 0.44417523] [ 0.21809543] [ 0.6754857 0.59160173 0.61348013 0.37293673 0.41873271 0.45419859 0.64726906 0.56052185 0.58964752 0.45716494] [ 1.15364638] [ 0.58402967 0.55634082 0.41884872 0.57582651 0.32545102 0.51146019 0.49065593 0.52411521 0.5090422 0.42324392] [-0.52074958] [ 0.41524926 0.63594186 0.37825644 0.57927755 0.31436116 0.57456063 0.44997674 0.7063689 0.51441818 0.46385881] [-0.18844954] [ 0.67102953 0.48617678 0.58426281 0.36247487 0.45201165 0.52610451 0.57602013 0.57087305 0.4455064 0.55758445] [ 0.4556813] [ 0.20993624 0.60866008 0.43987941 0.58098656 0.34800021 0.69571266 0.2769587 0.41108153 0.39601726 0.48076408] [ 0.58945387] [ 0.10967317 0.60426262 0.56025208 0.58666155 0.3722265 0.80490594 0.33779285 0.32995558 0.52668869 0.59825424] [-0.00566126] [ 0.37678212 0.78764199 0.38005262 0.61424396 0.27540702 0.60464195 0.4155447 0.49174677 0.6793876 0.59953225] [-0.20476162] [ 0.56475469 0.76785956 0.40559434 0.36830249 0.33847261 0.60714882 0.47911729 0.41570205 0.61698737 0.63315944] [-0.042798] [ 0.22550597 0.51777535 0.48421335 0.57998076 0.41728316 0.62021712 0.41259119 0.40532816 0.53412794 0.40034016] [ 0.92781089] [ 0.57047268 0.58326742 0.44329258 0.44748603 0.32191833 0.39811805 0.44091357 0.60214639 0.53209483 0.36961438] [-0.59555575] [ 0.53075416 0.80105231 0.45728296 0.64003496 0.35384867 0.64343651 0.47171564 0.47797733 0.62813431 0.56713201] [-0.17645689] [ 0.31138799 0.70245716 0.39690061 0.64367289 0.38791241 0.6237805 0.35809461 0.47640112 0.51086475 0.60311732] [ 0.96348632] [ 0.82550247 0.51299793 0.66299981 0.27095597 0.4679917 0.4490628 0.61072783 0.50403153 0.60541912 0.43286079] [ 0.571646] [ 0.5187056 0.53130853 0.40762324 0.62456302 0.34875145 0.30051835 0.45211786 0.52031447 0.55719916 0.55309244] [-0.41242477] [ 0.40417681 0.56402208 0.5816304 0.31644847 0.43389767 0.61889844 0.45059004 0.60269709 0.57583579 0.51659229] [-0.15309117] [ 0.46853303 0.7161628 0.38017078 0.58404436 0.34565662 0.58787323 0.46669587 0.60011494 0.55678757 0.55394302] [ 0.08449706] [ 0.2280288 0.3230941 0.61036798 0.39932567 0.4340061 0.76418881 0.40778518 0.42266048 0.33551694 0.46320084] [-0.56280607] [ 0.64672867 0.64508398 0.46221971 0.4829363 0.31214051 0.50032405 0.51718665 0.66255827 0.51185346 0.52103999] [-0.09479785] [ 0.68333414 0.60379816 0.53921528 0.30904198 0.24321797 0.29960895 0.56012225 0.67736344 0.59992105 0.38002399] [-0.0141745] [ 0.40033051 0.60824658 0.57174625 0.53962042 0.47083758 0.58640761 0.52772558 0.5776101 0.53204475 0.55567993] [ 0.30317157] [ 0.3257726 0.50289222 0.5084558 0.46246133 0.53939397 0.6898081 0.51890105 0.35532652 0.47989048 0.58626582] [-0.59123718] [ 0.64144897 0.55868608 0.62263148 0.36460817 0.48620986 0.56234165 0.42854315 0.61772538 0.49260568 0.59172225] [-0.46092199] [ 0.47920456 0.66977663 0.50696945 0.56952092 0.40645368 0.59446644 0.45599273 0.51003081 0.53036568 0.62016998] [-0.01085508] [ 0.4629875 0.24639024 0.6376058 0.31483162 0.52447895 0.54484758 0.4117369 0.38985476 0.29371366 0.41241748] [-0.51897708] [ 0.4574458 0.6575222 0.44813401 0.66720456 0.42105512 0.38435124 0.5044845 0.58672823 0.58878473 0.49550269] [-0.15869628] [ 0.22532871 0.36683364 0.62631125 0.50860836 0.40093585 0.64013815 0.34877469 0.40309102 0.3927919 0.4009024 ] [ 0.01952604] [ 0.3141656 0.39509469 0.52286723 0.33348337 0.52985327 0.66345656 0.38475568 0.36553877 0.39115351 0.49120876] [-0.39646734] [ 0.67960513 0.59305425 0.54534116 0.30527608 0.33148555 0.43308198 0.59967201 0.70691422 0.56536772 0.41982667] [ 0.31697792] [ 0.15593936 0.45460857 0.48896991 0.68042991 0.46655176 0.63461714 0.47813103 0.49208684 0.39830879 0.65225154] [-0.54254243] [ 0.35284002 0.4368654 0.51201891 0.45847072 0.52289166 0.49614257 0.47536163 0.33452251 0.30489408 0.3719921 ] [-1.50731154] [ 0.54939349 0.61724416 0.39917887 0.5765841 0.22610785 0.26917964 0.4883624 0.51786262 0.67590799 0.24230256] [ 1.76506977] [ 0.78891696 0.45263678 0.69102828 0.20763755 0.42613102 0.26452957 0.63614706 0.65913348 0.53938254 0.35683639] [-0.21204824] [ 0.7566448 0.56571546 0.53715264 0.33907734 0.35463012 0.36212245 0.52495009 0.39955506 0.60555896 0.46708224] [-1.011939] [ 0.33570678 0.45985658 0.62926208 0.37794528 0.37690245 0.43028002 0.45094207 0.4561353 0.50936576 0.30600896] [-0.47172556] [ 0.78176041 0.66286369 0.56275981 0.50655479 0.47225928 0.46575472 0.51385216 0.57122973 0.59144517 0.56205998] [-0.4209896] [ 0.37516775 0.65738057 0.54461122 0.61362623 0.34783045 0.47052063 0.42846885 0.5916514 0.57579165 0.4449866 ] [-0.44104609] [ 0.42377716 0.77866526 0.35041725 0.57487593 0.28058818 0.56793912 0.3686257 0.51811368 0.6128986 0.58176946] [ 0.45462697] [ 0.19061556 0.43415321 0.4515699 0.55258235 0.61938053 0.7703582 0.39015253 0.49234582 0.2453374 0.5348311 ] [ 0.26489114] [ 0.16304488 0.6368782 0.5163092 0.60878669 0.37989601 0.60930907 0.35636542 0.45397699 0.4513174 0.53642492] [-0.00542227] [ 0.26595065 0.42567137 0.62343261 0.60593969 0.39108359 0.71548234 0.35824849 0.36061935 0.39980346 0.42457727] [ 0.26717783] [ 0.26925739 0.36534418 0.60336699 0.4740041 0.49822246 0.80518209 0.31629728 0.48316921 0.37025708 0.60678115] [-0.67196896] [ 0.45813027 0.40150523 0.71061376 0.24122212 0.41174152 0.49031727 0.53901191 0.53800094 0.51639792 0.32172071] [-0.13117269] [ 0.25201582 0.47857736 0.63725221 0.41931012 0.4090734 0.56119877 0.45213398 0.48618692 0.4825766 0.49321629] [ 0.47056189] [ 0.26441381 0.66773367 0.39351631 0.44495954 0.30748859 0.45449186 0.46067842 0.68183941 0.61363805 0.29198319] [-0.36181366] [ 0.50834855 0.44822813 0.61147802 0.37303442 0.5640157 0.56700937 0.51832889 0.4961323 0.37778628 0.51881752] [-0.166509] [ 0.6355317 0.50868281 0.56557274 0.32920738 0.3369818 0.40825873 0.50784228 0.45768339 0.44593298 0.37141739] [-0.7398206] [ 0.379214 0.63351515 0.43869485 0.58401876 0.30862921 0.43261097 0.52877686 0.70686046 0.56917943 0.35979215] [-0.66372621] [ 0.61583028 0.62493121 0.42252652 0.4998386 0.39000661 0.56822789 0.51261641 0.61161829 0.5329063 0.56692177] [ 0.15782833] [ 0.50218753 0.69169128 0.46215333 0.62404961 0.27514354 0.63667513 0.35740549 0.32308709 0.50976664 0.62340162] [ 0.09516652] [ 0.279011 0.60563977 0.49194727 0.34086853 0.47435826 0.66546131 0.41895115 0.3783122 0.44874902 0.56090147] [-0.11876368] [ 0.27009764 0.61644025 0.38632508 0.69335781 0.27409591 0.65488382 0.38745008 0.45355358 0.47059119 0.55656113] [ 0.05570147] [ 0.39532545 0.80669489 0.30301761 0.52254432 0.3789381 0.55708184 0.43849456 0.60746635 0.56676771 0.62899073] [-0.59516394] [ 0.44115022 0.71437338 0.50399341 0.58081928 0.41772539 0.6626886 0.51042248 0.4402815 0.65922748 0.55123556] [-0.10431507] [ 0.69651275 0.60074629 0.53336404 0.24362092 0.38828195 0.53505609 0.47677685 0.50180275 0.48577905 0.55918188] [ 0.45219219] [ 0.54655445 0.36497289 0.67060289 0.29984316 0.53973802 0.52784051 0.45293938 0.48951701 0.41991045 0.55460788] [ 0.39397212] [ 0.17435923 0.24286945 0.73313236 0.46799609 0.55308664 0.81290825 0.4490775 0.34365886 0.32723972 0.50075928] [ 0.0305708] [ 0.58561706 0.55299066 0.4845309 0.47986697 0.41644487 0.39174683 0.60333637 0.5218804 0.54506745 0.39641453] [ 0.21960593] [ 0.68737379 0.59415777 0.5848619 0.51462631 0.4513651 0.56461973 0.50389407 0.61462784 0.54536466 0.54996045] [-0.27720005] [ 0.33098463 0.68220481 0.41576075 0.71877517 0.24220379 0.55548607 0.47639899 0.63927838 0.53653655 0.46069255] [-0.73490603] [ 0.48928145 0.80623386 0.33448941 0.5320928 0.27060045 0.43732426 0.41049213 0.57058438 0.70484062 0.53904634] [-1.15684253] [ 0.38957115 0.62974457 0.42152006 0.64253637 0.2652214 0.49326034 0.45789991 0.63269636 0.4929278 0.35744102] [-0.61089779] [ 0.46157382 0.61929129 0.47209072 0.50553025 0.33597285 0.54528693 0.39433493 0.45637109 0.49860222 0.51908729] [ 0.07576099] [ 0.16896861 0.45501703 0.55193362 0.57909896 0.41748438 0.67475725 0.37144576 0.5379056 0.51124155 0.38792274] [ 0.30542906] [ 0.47167477 0.657578 0.47394452 0.62855193 0.47806007 0.46425433 0.52670052 0.54689445 0.56387061 0.60376839] [ 0.908237] [ 0.6700613 0.61045593 0.59261171 0.46702564 0.40552145 0.44569965 0.48869988 0.64633785 0.51047109 0.41180624] [-0.23460542] [ 0.4409997 0.46134184 0.48588263 0.4567138 0.42035977 0.50550104 0.63900709 0.6385241 0.41025343 0.33529583] [ 0.42492537] [ 0.16211864 0.59990843 0.4555203 0.66473686 0.53150398 0.76590044 0.39546836 0.39073115 0.57262733 0.58221691] [ 0.49921612] [ 0.60135157 0.52288222 0.56329109 0.37564151 0.3179461 0.45011122 0.54653165 0.4793701 0.57678582 0.44601748] [ 0.36356374] [ 0.74256436 0.48841497 0.57242874 0.37066582 0.31206124 0.47883858 0.5224917 0.51568256 0.55575595 0.45400839] [ 0.76683874] [ 0.13777662 0.57439962 0.44655232 0.70315834 0.499733 0.79977443 0.34636266 0.34350325 0.37247942 0.55573058] [-0.41077919] [ 0.66751434 0.47305327 0.61063407 0.4640756 0.54542086 0.43295332 0.48675688 0.52408471 0.62334222 0.37432333] [-0.06828848] [ 0.43380467 0.59366749 0.42896682 0.60770618 0.38832763 0.70875143 0.44416762 0.36867559 0.55632871 0.59368268] [-0.13892396] [ 0.40818093 0.74097168 0.40326068 0.56757475 0.38328367 0.63086389 0.38376882 0.41986298 0.58062694 0.63219649] [-0.01190429] [ 0.21653972 0.54345969 0.4196054 0.42080226 0.41030014 0.60634468 0.47326647 0.42872181 0.45563187 0.48983218] [ 1.39209074] [ 0.61822569 0.70700988 0.53127215 0.47690034 0.42690155 0.4070074 0.46512833 0.64448484 0.59495503 0.48666385] [-0.33244803] [ 0.63438793 0.6893281 0.55939073 0.33761863 0.43022567 0.49057865 0.55927575 0.59900283 0.56582648 0.53195107] [ 0.1049657] [ 0.21454406 0.73311372 0.34426614 0.66918263 0.32208609 0.65617465 0.28351131 0.49575534 0.46133976 0.60559542] [ 0.25854695] [ 0.33733809 0.67539955 0.40949242 0.65147529 0.56230177 0.67426407 0.34827778 0.48119351 0.50037045 0.6397603 ] [-0.20854223] [ 0.40262569 0.43344431 0.55773046 0.26649077 0.54420102 0.54980881 0.39671999 0.44538867 0.38384955 0.5390029 ] [-0.50278943] [ 0.39566948 0.46656865 0.54318982 0.46186551 0.48792999 0.54573007 0.57344328 0.42554057 0.42406006 0.48360231] [ 0.11411118] [ 0.31704227 0.46566205 0.55559595 0.33798498 0.54570439 0.68034539 0.42907652 0.32745238 0.38542343 0.50154677] [-0.685833] [ 0.43750987 0.47415496 0.56348678 0.43091279 0.37611448 0.55943548 0.43421092 0.63789077 0.55676459 0.36545891] [-0.29266519] [ 0.65679798 0.65942863 0.44246132 0.62548228 0.3408223 0.46752688 0.49123265 0.63908828 0.51735854 0.65166623] [ 1.6916419] [ 0.78806437 0.48540928 0.59996433 0.39175337 0.27694066 0.25792496 0.56312763 0.58105116 0.57201397 0.25949545] [-0.64932005] [ 0.54538436 0.4635617 0.57758624 0.48599341 0.52826781 0.63269387 0.40290793 0.45570897 0.41540542 0.46564934] [ 0.9424898] [ 0.38224874 0.46254973 0.50761347 0.3296507 0.40486346 0.44286489 0.47297779 0.61003474 0.47375246 0.26890729] [-0.13010302] [ 0.59339027 0.66258572 0.54648501 0.36692101 0.50856066 0.65581941 0.55337503 0.48466293 0.53186747 0.66414275] [-0.04397784] [ 0.41258917 0.32621686 0.69279421 0.31312549 0.35988355 0.594692 0.49033695 0.47388352 0.39468621 0.3411933 ] [-0.04403082] [ 0.40407398 0.54949894 0.54675661 0.54296899 0.2746921 0.62710726 0.40631016 0.54409025 0.60742203 0.40499579] [-0.21253226] [ 0.40090924 0.63054886 0.52003163 0.59575542 0.29576386 0.63864462 0.3855815 0.36086771 0.47568644 0.55413855] [ 0.21445787] [ 0.61395003 0.57626294 0.48264625 0.46576242 0.31867713 0.46933095 0.57251098 0.74434937 0.55207422 0.37324094] [ 0.39884632] [ 0.56925546 0.66630697 0.5170729 0.45836608 0.28889547 0.35289128 0.57034756 0.76727423 0.53483331 0.41136934] [-0.71480732] [ 0.29244841 0.39261576 0.59527454 0.37500844 0.31994545 0.57260694 0.45107363 0.63666964 0.52246854 0.30663608] [-0.19684263] [ 0.80052823 0.40514465 0.61357262 0.30583651 0.43490061 0.53643326 0.54300648 0.5799135 0.49838266 0.41328565] [ 0.58619969] [ 0.692495 0.75548119 0.55549338 0.44019512 0.39649351 0.56398026 0.55580224 0.59876049 0.72863847 0.63139768] [-0.11569741] [ 0.3893864 0.61264544 0.56071005 0.33890448 0.49634361 0.6129582 0.34709835 0.53893764 0.59075809 0.51171385] [ 0.75019274] [ 0.72500512 0.62112626 0.53986859 0.29337394 0.26985007 0.43734393 0.56347531 0.70029086 0.6777938 0.4522644 ] [-0.73813248] [ 0.38926587 0.6924375 0.36773195 0.71287623 0.30991813 0.59412289 0.45189103 0.51503941 0.5378169 0.39443417] [ 1.22555385] [ 0.69655882 0.58616631 0.56311684 0.29991561 0.30649433 0.27179727 0.52157455 0.73277011 0.65433578 0.39864353] [-0.34124992] [ 0.40959751 0.68731145 0.36996526 0.69791302 0.3619356 0.54774755 0.43230302 0.56633082 0.62595308 0.40837802] [-0.06332081] [ 0.28505921 0.49801184 0.53866884 0.41735508 0.37280267 0.62129314 0.32079222 0.46306938 0.5033381 0.48121065] [-0.2390625] [ 0.36831568 0.6386738 0.43843683 0.61066252 0.33413919 0.55736302 0.49026126 0.59388196 0.56031969 0.49498792] [-0.55300783] [ 0.73821515 0.66203276 0.5126501 0.27904475 0.39684327 0.39625264 0.54102683 0.52893311 0.58184057 0.60525635] [-0.28669886] [ 0.36745351 0.70681094 0.29546223 0.61328283 0.39873789 0.71434653 0.4968711 0.58557292 0.45754574 0.46224221] [-0.09451593] [ 0.33095604 0.36790447 0.67044616 0.31256034 0.43890386 0.47346257 0.44338195 0.42096115 0.4824214 0.30472553] [ 0.07940109] [ 0.36475173 0.42374715 0.52516753 0.56351426 0.382828 0.53795336 0.57031057 0.6396376 0.48646772 0.52612756] [ 0.00551244] [ 0.30015976 0.49718705 0.45740885 0.60965449 0.40171375 0.62587709 0.40202615 0.42684187 0.42731905 0.43292668] [ 0.13647213] [ 0.18769971 0.58585915 0.5117974 0.65844403 0.36201092 0.64717786 0.33173261 0.33809171 0.41285022 0.48429694] [-0.49988082] [ 0.38748658 0.70723877 0.43159356 0.56443279 0.40968035 0.43119432 0.47598561 0.59497104 0.57981402 0.53855713] [-0.16278744] [ 0.39802892 0.79229965 0.32599079 0.59997025 0.31703083 0.70916456 0.33154603 0.5706706 0.52639344 0.71848064] [ 0.36980141] [ 0.56826363 0.70187064 0.47408906 0.58398545 0.34308689 0.51627261 0.54955533 0.48016665 0.6701275 0.57218834] [-0.20315515] [ 0.64327623 0.56255852 0.62825974 0.40303799 0.52850588 0.47092169 0.46327716 0.54902344 0.57975917 0.43183181] [-0.65029458] [ 0.32306477 0.80057196 0.30260378 0.65547238 0.32506465 0.5639452 0.44343857 0.60295159 0.55778437 0.565721 ] [ 2.05410318] [ 0.77246273 0.4777744 0.6061012 0.24488578 0.2896442 0.22963494 0.59296543 0.63608951 0.56714975 0.25111434] [ 0.13919107] [ 0.46449639 0.59465897 0.49863465 0.47550224 0.4223096 0.41978573 0.49064087 0.48311086 0.48816782 0.63130219] [-0.64214673] [ 0.5386993 0.46573992 0.49155005 0.48107184 0.59786632 0.50341421 0.54573098 0.31086629 0.36481636 0.45556833] Progress: 66.0% ... Training loss: 0.305 ... Validation loss: 0.470[-0.10421602] [ 0.75232842 0.52836141 0.5919547 0.39710143 0.43607402 0.3595173 0.50699815 0.59649099 0.58705161 0.35076767] [-0.21682104] [ 0.5418192 0.59221117 0.52474433 0.41288968 0.43492115 0.50043785 0.42313001 0.4846965 0.57455663 0.53748846] [ 0.039268] [ 0.47356677 0.68494508 0.46588152 0.56675024 0.30115934 0.64329519 0.41605045 0.30767204 0.61101416 0.64095146] [-0.70703923] [ 0.43302698 0.32300555 0.69174559 0.33777515 0.48795953 0.43122158 0.50675515 0.47045457 0.41190833 0.43502382] [ 0.16015389] [ 0.3498701 0.62566997 0.48581082 0.45439529 0.49614057 0.69721947 0.3960181 0.46562832 0.37713819 0.5987045 ] [ 0.03019083] [ 0.34092852 0.5174367 0.35431406 0.37509221 0.45977241 0.54581048 0.39168273 0.44294189 0.39062224 0.46573162] [ 0.02203768] [ 0.37507579 0.44457938 0.57254537 0.47826754 0.55927064 0.66901155 0.35364141 0.53231355 0.51872604 0.43454281] [-0.32477754] [ 0.72624635 0.33894477 0.57431711 0.42272479 0.49464252 0.37864636 0.57801516 0.50228291 0.4303149 0.34236578] [-0.18904803] [ 0.29882007 0.72402545 0.35473613 0.58088099 0.39157417 0.67987112 0.48522267 0.43946693 0.61073271 0.57698886] [ 0.13869826] [ 0.38031276 0.76275865 0.42757435 0.73428629 0.40787381 0.67086384 0.34678749 0.54631646 0.55562461 0.72041708] [ 0.24585179] [ 0.63617836 0.61558717 0.65079994 0.36733753 0.43812733 0.46670408 0.59866354 0.56993557 0.65355997 0.44770579] [-1.4278271] [ 0.509802 0.38407469 0.52011641 0.5187996 0.42544888 0.45997344 0.57424821 0.63760874 0.43063447 0.27877716] [ 0.46711593] [ 0.26797606 0.65189826 0.47977337 0.59853163 0.43910014 0.74121228 0.39153843 0.42531253 0.41042896 0.64190166] [-0.19813258] [ 0.41000599 0.59938978 0.48007721 0.31342573 0.36849978 0.49909865 0.47359471 0.57634429 0.53585861 0.37539613] [-0.47953761] [ 0.54861155 0.56988575 0.42158866 0.53970873 0.48265443 0.53092027 0.5232761 0.49850486 0.47412933 0.63834246] [-0.49152617] [ 0.76473773 0.6053946 0.57413926 0.32472489 0.4310679 0.51967012 0.57297721 0.42379055 0.67951889 0.54918162] [ 0.08979304] [ 0.23830745 0.66379299 0.53010395 0.46841481 0.38717848 0.68551653 0.41307446 0.53801208 0.54682477 0.53429735] [ 0.17378028] [ 0.21156685 0.56488516 0.52046512 0.44523932 0.39991748 0.63852922 0.41823001 0.39362473 0.45161844 0.55711896] [ 0.52103491] [ 0.35681468 0.56452351 0.46056246 0.45951915 0.31837289 0.49746951 0.46685145 0.51223957 0.4462153 0.30332018] [-0.24618235] [ 0.67063021 0.5053249 0.53336906 0.41834676 0.26436971 0.4120548 0.50330493 0.58180707 0.58429997 0.37841023] [ 1.85958798] [ 0.76576907 0.46258021 0.58405183 0.21905028 0.2994868 0.2695863 0.51470953 0.71161598 0.57419593 0.27770438] [ 0.36983318] [ 0.16823314 0.61833948 0.44962159 0.54704714 0.40666724 0.65855922 0.32640882 0.48702025 0.38318602 0.53820805] [-0.11775307] [ 0.29620576 0.69395487 0.40609012 0.6655283 0.29344135 0.73960682 0.44510542 0.60728297 0.51524416 0.56719039] [-0.06187843] [ 0.40682268 0.62231697 0.52492486 0.47262845 0.40420624 0.69879367 0.46148367 0.56086658 0.43765801 0.51160255] [ 0.4646111] [ 0.13042816 0.42878686 0.5480179 0.55498383 0.42530104 0.79792162 0.38873329 0.36985672 0.42787359 0.52871846] [-0.31429776] [ 0.65009069 0.48572551 0.56631689 0.40875713 0.36899619 0.5080442 0.42132851 0.65747589 0.53477611 0.48208703] [ 0.0905216] [ 0.51436167 0.73893495 0.4032209 0.53494536 0.33003887 0.58644299 0.3906768 0.62666622 0.5829068 0.50922938] [ 1.1706105] [ 0.56224327 0.56256825 0.46475429 0.60562577 0.27132366 0.32492062 0.45633822 0.64521591 0.60925975 0.61602518] [ 2.02446187] [ 0.53661637 0.72593356 0.42031593 0.42493461 0.24007862 0.31107688 0.53733237 0.659137 0.65202446 0.33444017] [-0.41942763] [ 0.39888259 0.67202942 0.42978376 0.59193296 0.30179062 0.56760979 0.40026854 0.45493837 0.53043937 0.5012734 ] [ 0.22867792] [ 0.59838601 0.72949908 0.4585582 0.41040933 0.403248 0.45319817 0.64931894 0.60811662 0.69554487 0.43045171] [-0.41257326] [ 0.50081768 0.52000149 0.59926729 0.32571619 0.45442234 0.4376856 0.4553723 0.43708782 0.54599291 0.48188324] [ 1.47331583] [ 0.72676028 0.534575 0.64497132 0.27506084 0.44142788 0.35968594 0.56940281 0.47998917 0.58513089 0.34843727] [-0.33464617] [ 0.60969725 0.49949492 0.5486106 0.40289055 0.48037945 0.5670472 0.45959104 0.60596804 0.53075157 0.48660731] [ 0.21340818] [ 0.17936603 0.55564599 0.37118524 0.51111549 0.53304379 0.59744464 0.35946695 0.31442793 0.35334562 0.48200596] [ 0.17576326] [ 0.41917515 0.30127981 0.70641625 0.29418734 0.53843898 0.57314165 0.45197921 0.38028923 0.4260627 0.42815151] [ 1.56003657] [ 0.56012444 0.66792275 0.3751743 0.42562688 0.31438816 0.27231645 0.53257415 0.60256614 0.67803267 0.29798268] [-0.0595721] [ 0.47699599 0.68295936 0.4928623 0.50439672 0.45943012 0.55096724 0.45026043 0.57669338 0.58257274 0.53228735] [-0.33386269] [ 0.50557482 0.53316819 0.42413729 0.39040185 0.44341564 0.49016899 0.43926892 0.49549334 0.50818288 0.51138992] [ 0.67862428] [ 0.82749956 0.57886254 0.63356907 0.2980609 0.4406445 0.36555514 0.62140381 0.56763423 0.57037393 0.47651435] [-0.02219615] [ 0.29424515 0.4122067 0.56034064 0.34717358 0.5969819 0.58901345 0.37459643 0.28641082 0.36096919 0.47190057] [ 0.45639036] [ 0.21348059 0.59734302 0.43052491 0.5376048 0.36289737 0.69924009 0.2964972 0.43149254 0.42800836 0.48755568] [ 0.35513365] [ 0.40738898 0.41629782 0.60311213 0.24351463 0.50835198 0.51551621 0.53960206 0.67336066 0.54069084 0.3164578 ] [-0.32375256] [ 0.35697582 0.54194033 0.37594426 0.58869866 0.48029541 0.53605564 0.4317972 0.41407302 0.36530527 0.49032648] [-0.10088673] [ 0.40211903 0.61082917 0.41785276 0.51887334 0.4098871 0.48354929 0.5183781 0.51365976 0.58064803 0.34819553] [ 0.42175158] [ 0.63695104 0.34743367 0.61416957 0.23797579 0.42589386 0.38122346 0.65352596 0.652924 0.48989728 0.30304397] [ 0.70694867] [ 0.49725839 0.62299689 0.48773176 0.4392242 0.38802209 0.43682054 0.42194382 0.55327262 0.51697261 0.55775677] [ 0.15095734] [ 0.31195151 0.51170781 0.48346185 0.48172334 0.48587747 0.68773949 0.37407339 0.58587717 0.49401921 0.53699665] [ 0.2352322] [ 0.17959445 0.64508156 0.47202612 0.71759898 0.30353743 0.75060123 0.33222116 0.43933869 0.55246947 0.48838102] [ 0.19662555] [ 0.22780301 0.73828833 0.36290903 0.68792858 0.36863876 0.66612683 0.47775743 0.53120034 0.56704401 0.77246381] [-0.15710428] [ 0.31205917 0.63488037 0.37920123 0.72196978 0.41043562 0.6388248 0.51131437 0.58994734 0.47028005 0.52430383] [-0.36637165] [ 0.44328808 0.71503738 0.39901789 0.59671626 0.2960396 0.57608182 0.34906308 0.4647804 0.52617746 0.56510069] [-0.04010227] [ 0.47308593 0.38458849 0.59593342 0.31335591 0.55072457 0.5439907 0.44686197 0.53341504 0.51848294 0.35220577] [-0.11495098] [ 0.67797872 0.72800901 0.51898646 0.37498793 0.32665968 0.53445255 0.56700242 0.57797031 0.59406032 0.49472319] [ 0.11765106] [ 0.54498847 0.47109244 0.48172039 0.46293143 0.2982813 0.52013409 0.49421165 0.41352421 0.48957757 0.44419476] [ 0.05645902] [ 0.36751153 0.62903126 0.44853785 0.47711132 0.49007212 0.65904714 0.40456226 0.60707406 0.60957461 0.65811716] [ 0.10726955] [ 0.31905953 0.44268034 0.62948189 0.38498874 0.4855308 0.63165943 0.4557409 0.45065868 0.42493004 0.5109389 ] [ 0.9767102] [ 0.61456738 0.5716376 0.4969614 0.53207588 0.35583636 0.34735564 0.48995119 0.50192478 0.57622603 0.39269078] [ 0.43727672] [ 0.80410528 0.5561545 0.58929954 0.17000964 0.34678153 0.2836558 0.59383769 0.64356003 0.59568681 0.40034945] [ 0.13051257] [ 0.3302114 0.61241984 0.48513334 0.60663554 0.37545174 0.7094285 0.44704522 0.3688482 0.54275054 0.61678999] [ 0.19055216] [ 0.29107158 0.47822346 0.43737284 0.43569978 0.53126095 0.7053027 0.40177338 0.53529129 0.48025027 0.52511984] [-0.30815263] [ 0.6078984 0.71482857 0.51798589 0.50545101 0.39889521 0.59599356 0.44691626 0.60062363 0.65315106 0.50706189] [-0.28560478] [ 0.29063141 0.33998445 0.66237379 0.27504654 0.43518629 0.49513573 0.55241119 0.45431834 0.50517365 0.27197812] [ 0.29631321] [ 0.25158891 0.44689809 0.53641576 0.39825981 0.45025405 0.64478159 0.3447685 0.44709346 0.43989074 0.45326586] [-0.13101324] [ 0.51668383 0.70193437 0.48283336 0.4168228 0.38718939 0.68968035 0.48999645 0.41978595 0.58756078 0.69975577] [ 0.00551449] [ 0.3031394 0.3707266 0.68344614 0.38774533 0.37776642 0.62964273 0.40303023 0.5590699 0.37573993 0.340808 ] [ 1.2602175] [ 0.573678 0.58438532 0.51403058 0.473624 0.28629024 0.38156975 0.40836505 0.46855796 0.52304478 0.43255289] [ 0.5845972] [ 0.48101901 0.47164629 0.49301913 0.44248739 0.44236342 0.55220401 0.41350623 0.56024183 0.51166424 0.45328511] [ 0.31804485] [ 0.31330352 0.81844365 0.30123774 0.74420186 0.422225 0.76338781 0.36345648 0.51893414 0.548542 0.71719915] [ 0.24454629] [ 0.71415189 0.55080603 0.49589446 0.4386255 0.30339113 0.25871281 0.46852847 0.46463256 0.59548366 0.41425679] [ 0.79460984] [ 0.73583015 0.58314346 0.68197541 0.212299 0.41375772 0.34089043 0.54412956 0.75023637 0.57641795 0.33358162] [ 0.25787348] [ 0.21928608 0.45708864 0.59912044 0.46755151 0.47433991 0.62555787 0.39273633 0.43256108 0.53006517 0.56587662] [ 0.82605276] [ 0.56636305 0.70722516 0.39416142 0.39349064 0.21439097 0.34415274 0.54588464 0.67547456 0.66000875 0.39874316] [ 1.22887846] [ 0.70536948 0.48703953 0.60982307 0.28400568 0.42493196 0.29208358 0.63438587 0.53092375 0.63845336 0.27571205] [ 0.14434787] [ 0.29698765 0.69173559 0.51771927 0.68644465 0.51899479 0.73172323 0.40767419 0.47532409 0.55336622 0.63254877] [-0.62059263] [ 0.51435827 0.80531737 0.44274542 0.52060397 0.45781398 0.54490381 0.51988735 0.41186982 0.5665466 0.6248526 ] [ 0.17604276] [ 0.42359777 0.54010831 0.5358108 0.52376258 0.44884264 0.50895113 0.51554815 0.58918478 0.58744016 0.40460132] [ 0.76827138] [ 0.59869232 0.71449671 0.58120355 0.31847998 0.48939648 0.52923009 0.57204294 0.55344551 0.57056623 0.62109972] [ 0.38570152] [ 0.67139558 0.51217225 0.59035145 0.37740528 0.2619131 0.3573623 0.56171161 0.62724733 0.55832172 0.36545463] [ 0.23013785] [ 0.1960476 0.63522487 0.48298448 0.50775026 0.53308309 0.53587139 0.36955578 0.29871129 0.38034592 0.62224586] [ 0.24198953] [ 0.16936617 0.52386332 0.51434027 0.4668463 0.5008519 0.72112114 0.34920596 0.36004443 0.40054986 0.47334917] [-0.4365065] [ 0.74387274 0.63989635 0.53864589 0.48378093 0.38501132 0.53824995 0.43859702 0.64870153 0.65334526 0.45356445] [ 0.25500693] [ 0.29849146 0.57640327 0.41874817 0.29600468 0.38373767 0.62809337 0.42571111 0.40394669 0.43273009 0.47581491] [ 0.1404001] [ 0.40442381 0.75452245 0.32550836 0.73687718 0.26930726 0.55187542 0.35145056 0.47309862 0.59058656 0.70251135] [ 0.31497939] [ 0.41176252 0.55447205 0.49765823 0.59487126 0.45559683 0.61671985 0.42678397 0.54204695 0.60168682 0.4753564 ] [ 0.76980751] [ 0.25952367 0.46506479 0.54272886 0.40694728 0.38512628 0.51486272 0.40367799 0.35969506 0.43337243 0.33511061] [ 0.0884201] [ 0.34327026 0.35670962 0.67062447 0.28170594 0.5887102 0.73707354 0.40821004 0.39890132 0.35859566 0.60635229] [-0.31429776] [ 0.65009069 0.48572551 0.56631689 0.40875713 0.36899619 0.5080442 0.42132851 0.65747589 0.53477611 0.48208703] [-0.14310797] [ 0.29267211 0.59779141 0.45225722 0.5546159 0.41222522 0.59365635 0.40735453 0.40597792 0.47487098 0.53065018] [ 1.85753892] [ 0.7763941 0.73183547 0.56889283 0.21117655 0.32083325 0.38087758 0.62692816 0.73965296 0.70685687 0.38417466] [-0.43398713] [ 0.4950913 0.65035227 0.40696675 0.59719433 0.51816184 0.65852478 0.35043217 0.55492724 0.51166332 0.56899283] [ 0.32546722] [ 0.36395735 0.3366854 0.52964873 0.31834772 0.51663065 0.4542884 0.41947484 0.45108869 0.36045052 0.35451265] [ 1.41718069] [ 0.81794387 0.58829497 0.63370353 0.42662442 0.3767879 0.27761558 0.58707175 0.7271356 0.62308889 0.27239751] [ 0.23583768] [ 0.22883501 0.48879877 0.50149321 0.3961329 0.54427288 0.70319306 0.4020425 0.38363096 0.43664744 0.56698526] [-0.05670155] [ 0.5070742 0.65115582 0.38602904 0.63680899 0.29621677 0.40663175 0.44668336 0.55488611 0.48219496 0.45883799] [-0.32976338] [ 0.49565774 0.546949 0.58593648 0.2991084 0.48820387 0.62582655 0.41523998 0.56575845 0.49863223 0.62525196] [-0.10335394] [ 0.44475736 0.37967422 0.62714418 0.19782148 0.40042369 0.31563185 0.58233577 0.57190648 0.54956685 0.22841215] [ 0.51791599] [ 0.29335218 0.59347075 0.50629965 0.3742191 0.47041369 0.5713536 0.31739153 0.41644517 0.48474811 0.42425599] [-0.02105606] [ 0.21328204 0.4977167 0.51854896 0.70401725 0.54451491 0.66974032 0.44336524 0.55120192 0.41844892 0.47614178] [ 0.24454629] [ 0.71415189 0.55080603 0.49589446 0.4386255 0.30339113 0.25871281 0.46852847 0.46463256 0.59548366 0.41425679] [ 0.05974406] [ 0.41895827 0.76039528 0.40468512 0.53581675 0.52659428 0.66451865 0.52681399 0.34896121 0.51008193 0.69035624] [ 0.24770519] [ 0.27309852 0.52711053 0.41454617 0.63980122 0.38541743 0.64859423 0.40365156 0.35193087 0.49099826 0.48310491] [ 0.24063979] [ 0.66043647 0.59033761 0.42163833 0.47779514 0.28721058 0.4028973 0.53706732 0.56189909 0.65031144 0.36556943] [-1.05815725] [ 0.34094541 0.40326272 0.72043487 0.3398651 0.34987627 0.50844724 0.47130651 0.56043623 0.4414328 0.31949192] [ 0.08852657] [ 0.26088992 0.51551553 0.45373916 0.43644152 0.51997001 0.63947312 0.36511427 0.36196803 0.30418298 0.51718584] [ 0.28617508] [ 0.18281727 0.56303113 0.60903284 0.45174114 0.54849799 0.75356974 0.39004956 0.43032423 0.50583749 0.63427634] [-1.95077732] [ 0.64982176 0.54119984 0.58436921 0.29529977 0.41086503 0.32074285 0.60538697 0.58751126 0.54864179 0.28000586] [-0.56139363] [ 0.53988396 0.7352774 0.48984461 0.61456884 0.36880206 0.58574648 0.45277249 0.49638852 0.54049498 0.6410205 ] [ 0.20530637] [ 0.18273743 0.57749344 0.42322339 0.49456793 0.3827921 0.67857215 0.30012145 0.40375042 0.4214122 0.53862276] [-0.08155974] [ 0.33400389 0.65354279 0.31607291 0.66471096 0.39745811 0.70394605 0.38974439 0.56005144 0.44804354 0.58667745] [ 1.54691363] [ 0.78244605 0.45570747 0.60712092 0.27574153 0.30390319 0.27118679 0.52860239 0.72541361 0.52974688 0.2772736 ] [ 0.425955] [ 0.36701606 0.43547507 0.6544597 0.4130625 0.3402961 0.61599625 0.42054577 0.58468306 0.42411735 0.35745472] [ 0.46391414] [ 0.37864701 0.63335292 0.36737972 0.65820581 0.3239148 0.62153629 0.54988009 0.71484412 0.4780772 0.39173819] [-0.36321978] [ 0.28612987 0.65387026 0.48795156 0.64898085 0.32992325 0.65768016 0.40321913 0.50870048 0.45088368 0.46930572] [ 0.73563879] [ 0.48563649 0.50966865 0.55323458 0.46936251 0.3629213 0.50321299 0.47101996 0.75642649 0.57222084 0.30950906] [ 0.02825726] [ 0.45868029 0.56904398 0.55876386 0.51370306 0.60738933 0.68543113 0.39415034 0.42076807 0.36368544 0.64276194] [-0.25741344] [ 0.25968808 0.41291235 0.62744171 0.34612355 0.5091932 0.68335137 0.43339776 0.42382163 0.50465536 0.52063009] [-1.25568316] [ 0.57260346 0.74472231 0.54057823 0.45423499 0.35247876 0.46239093 0.54754033 0.61813161 0.60386554 0.45541447] [-0.03228729] [ 0.35363106 0.48277048 0.60969688 0.41482574 0.50708725 0.60619769 0.40961548 0.5884257 0.56174812 0.45704731] [ 0.46730333] [ 0.7598532 0.42914877 0.69547453 0.35557272 0.51297573 0.40760572 0.65140863 0.48571876 0.5134695 0.37343918] [-0.1428446] [ 0.63733312 0.54360065 0.6317392 0.37817251 0.58366307 0.5443481 0.50231222 0.52093602 0.58298073 0.50949801] [-0.24613828] [ 0.1913044 0.61550897 0.45927819 0.61016278 0.3880082 0.64853336 0.37231475 0.49213196 0.53970484 0.46996979] [ 0.30411596] [ 0.27378799 0.65837815 0.37622769 0.5985919 0.39276597 0.74652368 0.34495816 0.64094619 0.55935684 0.59689587] [-0.19878909] [ 0.57449865 0.64788538 0.49772168 0.49804841 0.39328599 0.56460985 0.57526268 0.56435582 0.52475831 0.57773503] [ 0.21807652] [ 0.24744634 0.70136152 0.37636823 0.64430717 0.47359872 0.8024115 0.52243031 0.53666132 0.45650841 0.58229893] [ 0.78867166] [ 0.50374459 0.63550843 0.4555776 0.3482322 0.40917186 0.4767506 0.54995287 0.48236818 0.51202549 0.42403246] [-0.31334421] [ 0.44279969 0.6024341 0.58752573 0.48094925 0.41218523 0.45898748 0.4845102 0.61025878 0.57585646 0.44051068] [-0.10787345] [ 0.65425318 0.38450374 0.62235326 0.32741195 0.45383181 0.43282788 0.56455409 0.58276483 0.41204819 0.41583769] Progress: 66.3% ... Training loss: 0.363 ... Validation loss: 0.491[-0.74144724] [ 0.38133549 0.62549178 0.51910464 0.60036458 0.2669647 0.6085652 0.40694986 0.4760811 0.44440071 0.52501623] [-0.44113043] [ 0.20555152 0.53767444 0.64769058 0.42265174 0.4067323 0.68302002 0.42537004 0.41074314 0.4419471 0.44136472] [-0.29850468] [ 0.23511324 0.55136725 0.40494442 0.37114434 0.36750842 0.48070567 0.49017554 0.54534932 0.56254667 0.31177295] [-0.04869674] [ 0.45675929 0.63568246 0.56161435 0.42232091 0.39186906 0.67566933 0.5108821 0.44836013 0.52152237 0.62018039] [-0.52573302] [ 0.53650322 0.6348477 0.40779754 0.51415515 0.32056848 0.30671555 0.44517183 0.49112916 0.56650539 0.49646599] [-0.2244353] [ 0.43402796 0.36300071 0.64051568 0.26650617 0.49315862 0.45418317 0.51774582 0.54166807 0.45179298 0.34023422] [ 0.0297418] [ 0.3655531 0.21357113 0.69697319 0.43090677 0.46126889 0.4939038 0.44494555 0.46225778 0.4009179 0.47383652] [ 0.34050318] [ 0.41709828 0.46168828 0.56987154 0.38355306 0.48204228 0.53524537 0.51503671 0.54807853 0.52100724 0.42184119] [-0.55004056] [ 0.41517719 0.55341428 0.48147033 0.33675948 0.39965921 0.58998614 0.39758665 0.52217401 0.52162648 0.41851592] [-0.50718072] [ 0.40232038 0.40884804 0.63941376 0.34923237 0.35302837 0.54824323 0.51259367 0.63154245 0.49332405 0.32262881] [-0.32223028] [ 0.49277316 0.49778514 0.43302904 0.59341132 0.35046687 0.54725001 0.46720268 0.56729871 0.55461888 0.37480202] [ 1.7427907] [ 0.62451819 0.44001661 0.57532152 0.38450136 0.35857388 0.42032995 0.50741218 0.61050462 0.51922485 0.29506158] [ 0.47417139] [ 0.15355585 0.69787808 0.43640041 0.60757685 0.54586845 0.81629337 0.37237409 0.45845091 0.5061696 0.67635152] [-0.33740573] [ 0.21448746 0.54324834 0.4581548 0.60632372 0.41636357 0.5740394 0.46862745 0.51666942 0.46923225 0.62758323] [-0.48121825] [ 0.48013225 0.6409926 0.48532092 0.49084515 0.43252554 0.67998702 0.43732057 0.48052553 0.54765878 0.62895695] [-0.93230109] [ 0.51145791 0.49037834 0.61630877 0.15284794 0.67284826 0.59891416 0.55710695 0.50543341 0.39868554 0.59412052] [ 0.37301196] [ 0.38538391 0.51785217 0.37372269 0.5050809 0.31620554 0.46428691 0.44377256 0.68279076 0.56520096 0.24235824] [-0.14976235] [ 0.17354315 0.45900528 0.48460397 0.60858671 0.54685313 0.69806785 0.38476056 0.52590829 0.35125641 0.40873652] [-1.07116922] [ 0.62898009 0.52502897 0.54401142 0.44235979 0.33019506 0.28801454 0.5354958 0.52091901 0.61209016 0.33916407] [-0.25496814] [ 0.33451938 0.70280526 0.30743999 0.68982512 0.27468279 0.53338385 0.38981869 0.55001007 0.50896996 0.46652221] [-0.39312655] [ 0.40055745 0.65262289 0.34669981 0.5812963 0.30707406 0.5176177 0.45600522 0.57784759 0.53112378 0.4539805 ] [-0.255628] [ 0.34805756 0.7628878 0.45476973 0.61423128 0.35939097 0.75907643 0.4708399 0.53848558 0.60499882 0.67116264] [-0.2822432] [ 0.27382494 0.49550418 0.5375027 0.49957699 0.39226854 0.57151613 0.47861047 0.50023158 0.46781341 0.42434173] [ 1.66265753] [ 0.76574526 0.47229598 0.58060001 0.40790606 0.21326551 0.29850988 0.51322474 0.70920191 0.56459134 0.25962543] [ 0.55591359] [ 0.82017869 0.54090484 0.69175469 0.23016286 0.35027381 0.28836988 0.71100273 0.74298529 0.61455041 0.28606712] [-0.42829389] [ 0.47637256 0.58265832 0.57619173 0.60112178 0.39768559 0.45497252 0.46997171 0.56315258 0.53264731 0.41282421] [ 0.06056071] [ 0.44904538 0.5318946 0.3809945 0.58400784 0.32746398 0.30071539 0.49391652 0.52546804 0.55609402 0.57398319] [ 0.54247042] [ 0.66682129 0.60422488 0.50448932 0.56072297 0.33112879 0.50201965 0.49048125 0.58647312 0.50508981 0.54396909] [-0.19790059] [ 0.56696269 0.62054738 0.41502016 0.43315889 0.39966001 0.54447889 0.43139789 0.45213311 0.50993232 0.5172593 ] [ 1.45246576] [ 0.66974413 0.55235029 0.66356238 0.32906174 0.4590042 0.45642941 0.55270722 0.58142236 0.63836099 0.44983679] [-0.57987103] [ 0.75586927 0.50862005 0.62783089 0.26447692 0.42069524 0.48756308 0.60164244 0.42939873 0.53703557 0.49074183] [-0.24069568] [ 0.46305983 0.53152163 0.47975341 0.43824548 0.39073705 0.49757171 0.52621469 0.54329263 0.40916477 0.46690651] [-0.85076536] [ 0.57688738 0.55860148 0.5397731 0.34838678 0.401151 0.32950571 0.5167394 0.66129173 0.4433061 0.43699075] [-0.49459691] [ 0.53672836 0.66536911 0.36512233 0.60575086 0.31884422 0.46766585 0.49524497 0.61598141 0.56853148 0.47145622] [-0.38547973] [ 0.4785011 0.70635951 0.55263543 0.49921899 0.49654887 0.74729105 0.56443109 0.4634607 0.57747778 0.66872602] [-0.15892479] [ 0.26959617 0.33620623 0.57141592 0.49118403 0.58071246 0.74634109 0.41248918 0.41746996 0.42642755 0.45088577] [ 0.19410582] [ 0.16270964 0.39513388 0.56114079 0.47458879 0.52121413 0.55923499 0.44006339 0.44117149 0.38747173 0.65783403] [ 0.00818388] [ 0.38259389 0.3195113 0.57570417 0.42976758 0.57711109 0.5803996 0.48997176 0.49223481 0.45682353 0.36669533] [-0.77107966] [ 0.59898758 0.67746332 0.46630327 0.4272094 0.36388351 0.33676825 0.4557842 0.57126542 0.59751706 0.43743142] [-1.09286214] [ 0.76501277 0.48580601 0.57482748 0.42301609 0.34300828 0.38425148 0.45917524 0.46033683 0.56812583 0.39174386] [-0.33740573] [ 0.21448746 0.54324834 0.4581548 0.60632372 0.41636357 0.5740394 0.46862745 0.51666942 0.46923225 0.62758323] [ 0.04703843] [ 0.49763383 0.57964448 0.45074534 0.65406571 0.3794187 0.54980652 0.52266341 0.57156153 0.49453039 0.42889669] [-1.19246906] [ 0.27489205 0.44529751 0.5815032 0.45284594 0.38894486 0.36188133 0.51972639 0.58556299 0.53257578 0.41629866] [-0.10692708] [ 0.39731664 0.68350448 0.42308728 0.69601798 0.46753217 0.63087665 0.38629421 0.48736304 0.5354645 0.67013785] [-0.97053188] [ 0.39954318 0.74798197 0.41233787 0.63583305 0.27971198 0.54260125 0.46278507 0.51481574 0.62030826 0.52420717] [ 0.05216861] [ 0.403496 0.7862027 0.29186945 0.57586968 0.22411394 0.67651382 0.36760936 0.60235258 0.55462287 0.60849264] [-0.09029501] [ 0.30963706 0.49461985 0.59710034 0.39678904 0.41014397 0.58737989 0.51531634 0.62473966 0.37058668 0.3971916 ] [-0.83823552] [ 0.57965058 0.549388 0.53929678 0.5711239 0.46818268 0.39176635 0.42784291 0.60370008 0.62587192 0.47513602] [-1.21189025] [ 0.25852351 0.65920629 0.4268049 0.41402 0.33634418 0.43622257 0.40687292 0.58558472 0.56792731 0.28552075] [-0.06103488] [ 0.50930474 0.44777859 0.56756022 0.49301712 0.4392498 0.45451461 0.5160906 0.46719466 0.47153888 0.46425895] [-1.27191879] [ 0.32305273 0.28144702 0.76706427 0.31837994 0.38734686 0.50692002 0.46365829 0.54280438 0.37002537 0.27994147] [-0.38291004] [ 0.50823958 0.81983666 0.45531348 0.65099697 0.37979826 0.72349427 0.47662625 0.45486991 0.62067968 0.67308926] [ 0.26263474] [ 0.2008252 0.49380684 0.59639745 0.4770448 0.4185933 0.83389775 0.34604313 0.42645453 0.41405096 0.59986147] [ 0.68136109] [ 0.51512291 0.67349197 0.38510635 0.59609497 0.28694805 0.46186249 0.47118509 0.59456291 0.55364069 0.45799008] [ 0.1788768] [ 0.42289832 0.55713805 0.36013576 0.51459431 0.31991264 0.60309513 0.43944342 0.39913033 0.50666549 0.49717949] [ 0.17046959] [ 0.38644402 0.49841621 0.50812636 0.27369345 0.38900528 0.50168197 0.45359907 0.48333053 0.51453229 0.39548047] [-1.10169818] [ 0.78196442 0.58596081 0.55142225 0.41984858 0.30419819 0.30370883 0.48350438 0.53493668 0.66262513 0.5096396 ] [-0.43631519] [ 0.58777739 0.61060578 0.52963563 0.38204808 0.51846204 0.59716401 0.46198501 0.50337097 0.47929233 0.54898481] [-0.13403182] [ 0.37429941 0.81866277 0.41537329 0.72242638 0.37004535 0.74452415 0.34629982 0.52254855 0.5684801 0.69476732] [-0.39487091] [ 0.40112825 0.4293143 0.53422994 0.33207162 0.41387413 0.49476206 0.39855565 0.5077487 0.3418641 0.42558545] [-0.81045389] [ 0.63932426 0.5500981 0.52284188 0.40823185 0.41789714 0.44781796 0.47714575 0.52350973 0.61504883 0.48329459] [-0.29481891] [ 0.41574096 0.62741773 0.46439968 0.63224772 0.46971115 0.74249148 0.41817955 0.48870661 0.59380467 0.61728025] [-0.1559507] [ 0.46331989 0.49506081 0.47059389 0.44864711 0.36692708 0.4198751 0.48432337 0.52446778 0.54987498 0.39619044] [ 0.88989881] [ 0.64350141 0.53384038 0.49487969 0.48800836 0.31917558 0.25874968 0.58936018 0.72545496 0.538625 0.31464113] [-0.46299909] [ 0.85998002 0.67115407 0.53383106 0.22365379 0.1988278 0.2038531 0.64976764 0.68238525 0.73949347 0.30137981] [ 0.46907272] [ 0.36813903 0.59909034 0.40367478 0.44305558 0.401456 0.52372961 0.49726866 0.6923487 0.64830813 0.33753961] [ 0.38398294] [ 0.77228395 0.63786941 0.49850681 0.46487849 0.24039779 0.30701637 0.46603375 0.48754128 0.60509685 0.43814881] [-0.39806117] [ 0.41059369 0.59180251 0.45477232 0.61999076 0.52636244 0.58654531 0.33221251 0.45552337 0.46830024 0.50437615] [ 0.40637651] [ 0.68204362 0.81626958 0.39804246 0.42153933 0.23320824 0.31531256 0.613443 0.68126944 0.79742266 0.39098595] [-0.17963064] [ 0.29991041 0.48227752 0.56627044 0.44388745 0.46042621 0.45339545 0.43405969 0.61310676 0.5214135 0.45378789] [-0.18030242] [ 0.30253499 0.56584467 0.44737173 0.4789612 0.35906843 0.62034868 0.42571939 0.6010885 0.46798741 0.4461166 ] [-0.95628863] [ 0.48786002 0.46649707 0.52310989 0.50762503 0.43792047 0.43229518 0.4659306 0.46237379 0.46708726 0.55750586] [-0.86495618] [ 0.74961277 0.53967834 0.64670604 0.49939154 0.4258411 0.45202587 0.47344773 0.66726261 0.61746287 0.39967594] [-0.06296101] [ 0.15333141 0.67690734 0.5224924 0.47822637 0.38265052 0.64792601 0.41069846 0.51122841 0.49550536 0.52570652] [-0.48630872] [ 0.44288215 0.66352603 0.53852581 0.27670425 0.41260582 0.6849697 0.42629326 0.55507126 0.53697478 0.60712058] [-0.49967818] [ 0.22864403 0.60080028 0.41939224 0.54540761 0.457381 0.52239831 0.42658731 0.44705355 0.55200409 0.32660112] [ 1.41932875] [ 0.83093611 0.58754207 0.56427995 0.17914522 0.28232296 0.19673926 0.5997401 0.70339851 0.65285668 0.29149065] [-0.38324087] [ 0.59769435 0.59669258 0.5716325 0.37621957 0.39919744 0.53941574 0.59343378 0.6230046 0.4745522 0.50312291] [-0.12426203] [ 0.42192736 0.39061395 0.59831314 0.42939934 0.52826753 0.66223576 0.42404817 0.37104458 0.41100634 0.5555458 ] [ 0.04605923] [ 0.34854373 0.73610451 0.4506726 0.60851776 0.55145802 0.70418566 0.33167511 0.50565668 0.49946426 0.69660802] [-0.60814559] [ 0.36842863 0.38633542 0.67000265 0.44504651 0.37652263 0.51564031 0.53605643 0.4910866 0.46771694 0.36729677] [-0.39643968] [ 0.36006946 0.65856833 0.3648013 0.71358206 0.33153731 0.61449726 0.40945344 0.51371631 0.45114306 0.59028069] [-0.01011409] [ 0.34328569 0.7136479 0.39638339 0.72193677 0.37003635 0.74763728 0.41575052 0.50037637 0.53091242 0.62507299] [ 0.90052146] [ 0.6505389 0.56591197 0.54870812 0.38527536 0.29423289 0.3014674 0.56286718 0.5706156 0.59756441 0.30294295] [-0.53254658] [ 0.42714202 0.22322779 0.74786327 0.3213425 0.44338238 0.56788551 0.46887119 0.40328446 0.33052444 0.27113054] [-0.67528937] [ 0.59687986 0.52339767 0.53155737 0.4948675 0.41411577 0.52351834 0.39923323 0.52810816 0.45736784 0.38984625] [-0.27243668] [ 0.38437739 0.70531315 0.38922001 0.61006981 0.47938164 0.74315747 0.50521265 0.55608055 0.50962989 0.64093112] [-0.85878852] [ 0.53087289 0.58976193 0.67537454 0.29876775 0.58004089 0.48768528 0.43416497 0.55316977 0.57413208 0.64937962] [-0.04273895] [ 0.27531777 0.6472484 0.43414054 0.54500518 0.43745126 0.69860891 0.45611554 0.54105959 0.48599402 0.62453057] [-1.6051731] [ 0.50052323 0.51036267 0.56927417 0.37348619 0.39574192 0.39691389 0.59986588 0.66812601 0.51388213 0.2852268 ] [-0.83304261] [ 0.66166749 0.46370029 0.62601903 0.4148501 0.45029562 0.33875282 0.46916422 0.50886816 0.52484662 0.53450985] [ 0.08015427] [ 0.49188481 0.57949862 0.50871029 0.42152152 0.42418088 0.43410654 0.56028599 0.59114231 0.42873808 0.46326605] [-0.92244338] [ 0.62660574 0.50919977 0.67376482 0.26136953 0.54082862 0.61400847 0.43953318 0.55766975 0.54061498 0.53286982] [-0.48968163] [ 0.6656967 0.56007331 0.54756204 0.51324914 0.3353476 0.40201732 0.56178155 0.56389659 0.52772549 0.39548318] [-0.45185275] [ 0.30204966 0.40341485 0.58507726 0.26211709 0.48936947 0.54217005 0.40039426 0.46746951 0.3463066 0.46147075] [-1.66558166] [ 0.49951196 0.33774063 0.71161693 0.18390137 0.41344158 0.29330613 0.54075787 0.58202299 0.48941817 0.22763276] [ 0.40419094] [ 0.14227046 0.34209416 0.61442944 0.53356844 0.46367411 0.79603798 0.37795573 0.31540769 0.33880304 0.50626101] [-0.00262185] [ 0.27842608 0.53966122 0.45718288 0.55612434 0.35642575 0.47869403 0.50836877 0.46515287 0.47805104 0.48352914] [-0.67833937] [ 0.39432258 0.67818938 0.4041599 0.54775596 0.34065348 0.54230449 0.38667566 0.45740714 0.42994952 0.55133649] [-0.97221899] [ 0.40837592 0.72877831 0.48052691 0.59270146 0.41233852 0.52851707 0.42145 0.53898905 0.55988788 0.48877892] [-0.30724422] [ 0.2280543 0.44814143 0.54228184 0.44992386 0.50648838 0.48506967 0.4207603 0.41547242 0.45342788 0.3577968 ] [-0.22434428] [ 0.68496988 0.5946851 0.49347112 0.49776921 0.25603272 0.4293819 0.53316491 0.55514819 0.59304494 0.44668512] [-1.23868919] [ 0.42229398 0.69729019 0.46862745 0.54965656 0.322829 0.47987949 0.48059502 0.64180043 0.52318411 0.4230613 ] [-0.12818076] [ 0.27292438 0.71801746 0.44438295 0.47630883 0.48203142 0.62869045 0.36974339 0.5051965 0.55770014 0.73800629] [-0.89920904] [ 0.53892331 0.35891116 0.5548326 0.43407048 0.51109477 0.46450847 0.64329554 0.64185634 0.40458889 0.22406226] [-0.04062792] [ 0.43257381 0.69295067 0.39666508 0.6699889 0.30131999 0.55295025 0.43253316 0.40064676 0.54229866 0.62332701] [-0.18925624] [ 0.24478529 0.65980948 0.44260707 0.59563425 0.35952861 0.79243187 0.41738891 0.55457653 0.51847226 0.59285154] [-1.16607995] [ 0.33028052 0.73495308 0.27608494 0.6242531 0.33715665 0.49597885 0.47965691 0.6724197 0.62448814 0.28066964] [-0.74779094] [ 0.3699203 0.76994975 0.46713374 0.58304477 0.36516237 0.64915695 0.40201742 0.54562641 0.671562 0.59922782] [-0.31078306] [ 0.63211303 0.46705686 0.71517618 0.35656462 0.49648886 0.41582542 0.47917251 0.58728727 0.555969 0.39525837] [ 0.21711837] [ 0.29311128 0.65374652 0.45076079 0.56795064 0.32039828 0.64077009 0.37891988 0.45852052 0.47731343 0.60595304] [-0.41521271] [ 0.45193945 0.28732596 0.67132157 0.34411353 0.44809255 0.58019556 0.40206215 0.48801841 0.44116505 0.33820006] [-0.67090072] [ 0.74238825 0.61769169 0.59548747 0.42209957 0.51262346 0.39939506 0.49522486 0.58070627 0.51462627 0.64026878] [-0.66578331] [ 0.32384228 0.64845028 0.36402487 0.68801698 0.37609094 0.66636878 0.44150911 0.65435835 0.51946596 0.45102795] [-0.04159434] [ 0.26251277 0.74463019 0.30266061 0.65523055 0.43305409 0.53895555 0.37059195 0.3348379 0.50552576 0.63421974] [-0.62608022] [ 0.31645667 0.28262463 0.69872337 0.37925126 0.45732524 0.59497071 0.39975401 0.38339353 0.35721754 0.36872734] [-0.4409898] [ 0.60645497 0.66102557 0.56318399 0.57881762 0.45023692 0.50234432 0.41756142 0.63564332 0.63790261 0.63884901] [-0.62552763] [ 0.25376135 0.35668969 0.72377606 0.36033412 0.50656229 0.47999008 0.39088581 0.36506485 0.44197845 0.3360267 ] [-0.26094497] [ 0.35786631 0.51829171 0.4531659 0.56817788 0.43874284 0.59235794 0.36791909 0.65015416 0.61975816 0.54098247] [-0.46640803] [ 0.56728447 0.72188939 0.54282397 0.482731 0.39738735 0.59543618 0.50201792 0.47090528 0.56321222 0.55826041] [-0.61024582] [ 0.40522046 0.56401201 0.58328428 0.31455968 0.43134475 0.6148834 0.45286659 0.60685427 0.57849096 0.51109533] [-0.03805998] [ 0.4039109 0.72561472 0.3651692 0.56673313 0.3423426 0.57611446 0.38131678 0.53142054 0.57216999 0.6345713 ] [-0.56922561] [ 0.60346352 0.66055542 0.51927606 0.4836474 0.44076469 0.4851631 0.63103485 0.50189715 0.62562121 0.5275433 ] [-0.29624673] [ 0.15514967 0.59297959 0.54096903 0.5990175 0.37000071 0.65667383 0.36404674 0.44185384 0.45737293 0.44718083] [-0.52096632] [ 0.44376308 0.75944885 0.45974264 0.55396052 0.35322755 0.67615065 0.46798236 0.53790144 0.6020751 0.58871516] [ 0.96795438] [ 0.47868172 0.55852586 0.42600312 0.56694058 0.33363089 0.53097522 0.48077014 0.58376942 0.58048349 0.39175931] [-0.6923282] [ 0.39321176 0.50083376 0.43952379 0.62772081 0.4095883 0.545158 0.43380892 0.57199992 0.38236703 0.40846877] [-0.02158434] [ 0.27356214 0.65284514 0.37138736 0.66390313 0.40450277 0.71544868 0.40721416 0.48876954 0.42981157 0.50770447] Progress: 66.6% ... Training loss: 0.362 ... Validation loss: 0.538[ 0.23281481] [ 0.34020271 0.55562256 0.48642443 0.4782194 0.44188517 0.67448715 0.46320084 0.54698814 0.40414054 0.54179774] [-0.27270912] [ 0.39323317 0.62056021 0.46012886 0.66812938 0.32461865 0.58978828 0.41681172 0.38865358 0.57265638 0.50585422] [-0.54837994] [ 0.6952472 0.60110019 0.52122379 0.53123856 0.30980863 0.43000146 0.44023754 0.51264397 0.63733448 0.62376394] [-0.62556659] [ 0.55549596 0.47024301 0.66308373 0.39664575 0.26430867 0.37594549 0.54117866 0.67511756 0.55858807 0.25841892] [ 0.16408798] [ 0.39320003 0.44076434 0.64793935 0.43405971 0.41760417 0.48109785 0.48827127 0.44271237 0.45294856 0.47340679] [-0.0656765] [ 0.54653968 0.63776883 0.3385481 0.36651567 0.36687198 0.45867106 0.45084132 0.46019832 0.53758548 0.44642932] [ 0.2000531] [ 0.52057973 0.28587235 0.62687579 0.21957453 0.52516305 0.44288809 0.53235088 0.63312904 0.50670371 0.24233898] [-0.26620433] [ 0.53287683 0.43493996 0.62638579 0.24750075 0.41067081 0.4589118 0.59487597 0.66451048 0.47957347 0.37191564] [ 0.77178352] [ 0.57279419 0.6826747 0.46509981 0.47301294 0.31694305 0.30909073 0.43443642 0.59255001 0.53435132 0.49198713] [-0.12207673] [ 0.59553601 0.47858518 0.62082994 0.32961456 0.4390106 0.62476561 0.50255751 0.64531634 0.50747308 0.48737455] [ 0.88985635] [ 0.11940333 0.55770461 0.44794962 0.59530277 0.45775987 0.81548563 0.34819685 0.3374001 0.50974182 0.61747673] [ 0.45500076] [ 0.38214966 0.77213034 0.40795566 0.66463043 0.54287556 0.68131831 0.31774183 0.51353591 0.49402203 0.77907753] [ 0.57974342] [ 0.41618368 0.60523702 0.52378024 0.5321734 0.52535031 0.6654632 0.40292208 0.37800288 0.49053579 0.58207756] [ 0.06434783] [ 0.76002833 0.53163229 0.62508441 0.35059441 0.48004042 0.47727764 0.49880825 0.55222766 0.58216179 0.43133575] [ 1.05883096] [ 0.64420759 0.26583569 0.69763993 0.30150475 0.51315163 0.46299741 0.55534579 0.5440139 0.30413292 0.39747747] [-0.54783078] [ 0.63064693 0.41856754 0.66096099 0.23359187 0.56923423 0.47242134 0.5179601 0.43197923 0.54440083 0.44266573] [-0.04949738] [ 0.41655797 0.5794243 0.49336485 0.39478362 0.43752537 0.68769151 0.38253656 0.70790224 0.51603382 0.54826756] [ 0.47822571] [ 0.69844617 0.51396472 0.61943306 0.36834896 0.45989197 0.45796882 0.61934824 0.41989617 0.57798632 0.51956511] [-0.88350179] [ 0.55464369 0.61614789 0.5983648 0.51637033 0.39931898 0.44910558 0.42255409 0.57764655 0.49559492 0.39147852] [ 0.15899466] [ 0.28802441 0.61790972 0.33318311 0.4652345 0.44174865 0.70610259 0.38447646 0.54576034 0.53676638 0.49842786] [-0.1121922] [ 0.7879739 0.39267659 0.55121741 0.40953074 0.43232945 0.26101234 0.62068503 0.58928093 0.50506276 0.50098115] [ 1.74524785] [ 0.40472298 0.70063049 0.37565109 0.57196518 0.2673238 0.39344146 0.38661075 0.44389111 0.60165208 0.43890592] [-0.52933368] [ 0.8078525 0.47276591 0.58577089 0.21946924 0.42929866 0.3651112 0.5237957 0.53088524 0.5549881 0.43796858] [-0.00094777] [ 0.40506182 0.69715982 0.40880062 0.70904309 0.31309834 0.55327822 0.40217129 0.40693983 0.58698416 0.60991304] [ 0.85844684] [ 0.55512756 0.7120855 0.45666576 0.49586093 0.36694646 0.36624797 0.58437943 0.58466824 0.67870632 0.4548336 ] [-0.07457407] [ 0.53631658 0.58193066 0.47341813 0.58941811 0.3753806 0.76401131 0.44271742 0.56610161 0.45635621 0.63443319] [ 0.45222304] [ 0.28576475 0.18917419 0.74096638 0.31910018 0.54180205 0.56822155 0.356522 0.30817322 0.32323438 0.3038937 ] [-0.09604685] [ 0.58258591 0.67633238 0.49064602 0.41003106 0.3468169 0.516195 0.5679773 0.64932037 0.54003322 0.52996352] [-0.17432061] [ 0.47253141 0.70766848 0.40262375 0.72715794 0.49675889 0.45287965 0.4316838 0.47282913 0.4818943 0.74254676] [ 0.54721342] [ 0.50534312 0.64405282 0.51014177 0.61242862 0.35010882 0.47702975 0.48241852 0.59627321 0.61570677 0.44382442] [ 0.37057696] [ 0.36119326 0.5850556 0.46181957 0.55553509 0.32739397 0.62696303 0.46346575 0.45696651 0.4389143 0.5306386 ] [ 0.21274483] [ 0.41874451 0.75397837 0.48938224 0.64058805 0.33404483 0.61278519 0.53496404 0.53592889 0.61383483 0.60093417] [-0.18777938] [ 0.54739732 0.55771062 0.47498881 0.49700716 0.38023234 0.48502271 0.49648852 0.58082617 0.62156431 0.34944403] [ 0.32585796] [ 0.1988542 0.51783833 0.60406071 0.40865514 0.43588652 0.76169794 0.41748228 0.33283985 0.49620458 0.54557626] [-1.01088815] [ 0.32324252 0.5124561 0.49218206 0.4532436 0.39921651 0.44073362 0.5362211 0.56799115 0.49806785 0.26516877] [ 0.50912906] [ 0.46226451 0.72879051 0.43682351 0.67500446 0.41214981 0.48336669 0.43284566 0.60500459 0.55582076 0.58043629] [ 1.62771659] [ 0.74513952 0.49203522 0.66214757 0.33443797 0.43453564 0.42969073 0.49027371 0.50194693 0.45926768 0.37730283] [ 0.70346997] [ 0.36441347 0.6596767 0.47134116 0.67579844 0.44600346 0.59246123 0.37695598 0.57551883 0.66220879 0.54656951] [ 0.31040118] [ 0.49453993 0.62137936 0.54548327 0.39385669 0.38193509 0.54024935 0.62333819 0.50064505 0.60942415 0.59867379] [ 0.39773453] [ 0.37214368 0.64065912 0.33022048 0.51890093 0.41795481 0.7080752 0.46655943 0.47937048 0.45504046 0.57128012] [-0.22249336] [ 0.73675451 0.71333766 0.50505608 0.53928693 0.28596586 0.35068221 0.50739965 0.46597205 0.73114057 0.42741147] [-0.0151456] [ 0.61618093 0.52837032 0.65727471 0.36983975 0.61634531 0.58451922 0.43892272 0.46926206 0.49404137 0.55087815] [ 0.12188079] [ 0.58788482 0.57531478 0.56149262 0.61134035 0.47022897 0.60757691 0.41766796 0.5265515 0.59645188 0.491889 ] [ 0.46457946] [ 0.27718517 0.62074511 0.5493121 0.42501481 0.45305351 0.61910988 0.4750001 0.40716191 0.49953155 0.58116476] [-1.30720853] [ 0.59621259 0.76096336 0.43241361 0.58388004 0.19180286 0.38310319 0.42444072 0.52135567 0.62486902 0.42334069] [ 1.04260633] [ 0.48038875 0.70302038 0.53074257 0.51357574 0.32524003 0.53122316 0.53477983 0.64828517 0.58275511 0.44601401] [ 0.1251153] [ 0.52890132 0.74274538 0.39969922 0.62704156 0.22119815 0.54189652 0.37427084 0.40269771 0.61831591 0.53625226] [-0.14918327] [ 0.60629599 0.49914828 0.54797582 0.40363552 0.48151938 0.57042024 0.4583398 0.60233259 0.52932524 0.48852645] [ 0.34856495] [ 0.27098066 0.27061847 0.70719792 0.28677796 0.48414886 0.56094319 0.38374625 0.31685402 0.28260338 0.32989457] [ 1.50337689] [ 0.35763846 0.57583796 0.49529004 0.61401254 0.38048449 0.52302976 0.33165825 0.51049652 0.60987945 0.37959472] [ 0.65524799] [ 0.22222824 0.715548 0.32994085 0.58736686 0.38582632 0.71304525 0.33526689 0.35954207 0.40716444 0.65377458] [-0.44882037] [ 0.26864414 0.57059113 0.33213572 0.59148516 0.42064133 0.56763096 0.38457541 0.53128326 0.49869446 0.3103026 ] [ 1.3160859] [ 0.44547659 0.53904525 0.59047652 0.44534695 0.3921945 0.58482122 0.45019317 0.56973047 0.52139791 0.46560283] [ 0.14271333] [ 0.2206575 0.66705547 0.41371415 0.48391956 0.44988976 0.61201715 0.42622423 0.52796722 0.46553517 0.498401 ] [ 0.23206626] [ 0.46850696 0.65156477 0.43973558 0.51154193 0.30925204 0.4025651 0.37497011 0.4845619 0.60833449 0.44839632] [ 1.49199522] [ 0.71769026 0.54034631 0.62358408 0.43241637 0.49195929 0.52857961 0.48357331 0.53782563 0.58417506 0.50576976] [ 1.39236017] [ 0.7658002 0.70281767 0.49483964 0.28264358 0.27329348 0.32629521 0.63116065 0.74146853 0.66202773 0.35911957] [ 0.18136382] [ 0.22056213 0.54630537 0.43804142 0.5433621 0.44252518 0.74947588 0.3590574 0.61917669 0.51151485 0.55655617] [ 0.75723007] [ 0.6120098 0.56344916 0.53266933 0.41820249 0.32998908 0.43299358 0.60619611 0.65072996 0.58602504 0.36328045] [ 0.5984465] [ 0.16941515 0.54023199 0.45105418 0.48313351 0.51859273 0.65306777 0.30069231 0.2889458 0.29281048 0.50946808] [ 0.28967663] [ 0.27418066 0.64271201 0.55931885 0.51694595 0.47988736 0.64360888 0.44613577 0.53712984 0.49972303 0.61199917] [-0.08461257] [ 0.39627728 0.63477239 0.42130779 0.69931342 0.28102215 0.7572627 0.36451981 0.60653723 0.43167108 0.56082663] [-0.65759386] [ 0.64869815 0.42483936 0.62584843 0.19165954 0.41046071 0.36102679 0.62041541 0.55700968 0.55351593 0.33201965] [ 0.16305178] [ 0.36761797 0.73851807 0.4060824 0.68425301 0.29914792 0.70025195 0.45177677 0.42226775 0.63543661 0.64637048] [ 0.75784091] [ 0.42101535 0.57257751 0.50924446 0.51484118 0.33815952 0.42164601 0.52222372 0.48725357 0.50636125 0.41584962] [ 0.95391522] [ 0.57947028 0.39168236 0.63050029 0.36311702 0.4274251 0.37866682 0.43560603 0.45797882 0.44815826 0.36318819] [ 1.56757922] [ 0.54571975 0.60075009 0.54670715 0.52428278 0.44584838 0.45642065 0.41346745 0.53304639 0.65272859 0.42107528] [ 0.89392777] [ 0.435008 0.53761425 0.5241987 0.49570507 0.41381398 0.56776365 0.40661853 0.67614903 0.46460108 0.52159852] [-0.16385586] [ 0.58467884 0.29394937 0.69421187 0.33068985 0.50628447 0.49424231 0.48247784 0.38131171 0.4733622 0.32131267] [ 0.1027855] [ 0.48626514 0.63647251 0.50718147 0.5170002 0.50177146 0.76517054 0.55412557 0.46777647 0.44729277 0.63145273] [ 0.64933894] [ 0.72788849 0.491784 0.57828892 0.42590565 0.31375485 0.47554788 0.44911534 0.3885126 0.57127958 0.46666943] [ 1.15414565] [ 0.73666349 0.50771296 0.64742465 0.29919893 0.37585306 0.39809815 0.52057257 0.49016111 0.65887177 0.45157236] [-0.85440116] [ 0.57087674 0.21538872 0.7975731 0.16349129 0.39421497 0.36456773 0.53359965 0.51994486 0.41087239 0.20115493] [-0.24908082] [ 0.69211922 0.74292401 0.45374747 0.42922876 0.32371919 0.3109703 0.44417363 0.60173497 0.71544068 0.58071004] [ 0.35862662] [ 0.37046114 0.79422337 0.29936803 0.71079705 0.30083179 0.71184887 0.30953391 0.45056504 0.56093558 0.72693631] [-0.00208421] [ 0.45341297 0.67825535 0.4104262 0.56357606 0.46889128 0.47785264 0.39254112 0.36074608 0.421683 0.71464094] [ 0.27568288] [ 0.42971332 0.2812706 0.68504508 0.21520355 0.39079439 0.41218609 0.54186384 0.54644231 0.4692437 0.22024457] [ 0.88264242] [ 0.36295876 0.68432442 0.3402562 0.57653843 0.36341279 0.45299964 0.46487489 0.71360031 0.68418046 0.41772426] [-0.45577695] [ 0.47521973 0.64036947 0.4505006 0.55025533 0.2906446 0.59667027 0.4321051 0.37591483 0.60698986 0.55524524] [ 0.46804674] [ 0.59409605 0.55178549 0.5464054 0.35386882 0.40523337 0.33670869 0.49905858 0.52852064 0.53772676 0.51809931] [ 0.62691316] [ 0.21962864 0.70683857 0.36551186 0.61735153 0.44975057 0.79285107 0.25819059 0.5460666 0.50591011 0.65613908] [-0.12951024] [ 0.83406384 0.56928207 0.6633909 0.22738064 0.31783052 0.27439522 0.64761168 0.67442635 0.64490029 0.28709829] [ 0.24308933] [ 0.34830519 0.58296292 0.48871231 0.48434857 0.47095533 0.64618409 0.39003029 0.63164881 0.52933389 0.50449405] [ 0.48328466] [ 0.26102912 0.25335184 0.75435366 0.27935686 0.4831046 0.70092067 0.39993932 0.30849742 0.26883331 0.41569467] [ 0.66629552] [ 0.70814521 0.61766062 0.62028276 0.28376981 0.30998311 0.3227718 0.58886491 0.66564785 0.64291872 0.30443304] [ 0.30400342] [ 0.51497448 0.64600116 0.45259567 0.63249322 0.2940426 0.44745977 0.49342123 0.46995346 0.55258895 0.63144754] [ 0.19656344] [ 0.31066325 0.60739404 0.44347814 0.55502358 0.32069643 0.48122437 0.49319212 0.4308668 0.50275711 0.49849423] [ 0.24471539] [ 0.27746293 0.77467475 0.33346741 0.71960343 0.31147293 0.58849275 0.36937382 0.41279883 0.47512898 0.66422599] [ 0.53162142] [ 0.47238914 0.7486365 0.41795926 0.58239634 0.34679247 0.49418054 0.43235317 0.5520966 0.64623213 0.42155914] [ 0.83828747] [ 0.1461279 0.39368175 0.63830948 0.47580482 0.47585163 0.86042422 0.35172536 0.34522453 0.40589232 0.60570809] [ 0.22420679] [ 0.36176797 0.4904285 0.61457345 0.24632761 0.53217624 0.53450254 0.50094371 0.54080257 0.51877029 0.43988131] [ 0.83460501] [ 0.48857279 0.67264045 0.4132518 0.58782982 0.30020642 0.36964525 0.55355261 0.68854047 0.62405849 0.28423997] [-0.46202422] [ 0.20974837 0.50888646 0.53182471 0.51347492 0.38487696 0.50458478 0.38423684 0.41084403 0.43910524 0.3368464 ] [-0.0098511] [ 0.66197783 0.64348147 0.53731423 0.56835408 0.46010529 0.45212083 0.43925054 0.59597611 0.52039003 0.65489643] [ 0.03343827] [ 0.50673855 0.51457724 0.56524355 0.59905934 0.537981 0.57436068 0.42894144 0.51619868 0.60869211 0.48329943] [ 0.12776861] [ 0.6778374 0.67050806 0.42148168 0.45103751 0.18763503 0.18010467 0.57021959 0.75632837 0.66172488 0.47930114] [ 0.1258573] [ 0.48804011 0.5073464 0.58674376 0.3226299 0.43925294 0.4949764 0.4587102 0.56461546 0.52751182 0.50112135] [ 0.07393141] [ 0.31550805 0.61194179 0.41449967 0.61231265 0.4652663 0.60352729 0.46108152 0.51742271 0.48535831 0.52595098] [ 0.55942531] [ 0.42331231 0.47722081 0.50053684 0.42093611 0.49653553 0.55607983 0.49993519 0.38118183 0.52040094 0.56176073] [ 0.72994067] [ 0.19626068 0.55164928 0.62320172 0.42809422 0.55088946 0.74506216 0.42379821 0.30072263 0.39699765 0.56006557] [ 0.68864633] [ 0.56797741 0.65125382 0.53691795 0.34044474 0.25645013 0.34807215 0.46484301 0.69748144 0.68672152 0.33438355] [ 0.78917645] [ 0.43333596 0.58577137 0.49959046 0.45281958 0.34352339 0.48094024 0.42484494 0.46225582 0.59099793 0.5027909 ] [ 0.49006846] [ 0.24548104 0.65510645 0.3675795 0.61057391 0.39236271 0.79336098 0.30299023 0.66914551 0.55341517 0.60551097] [ 0.26439504] [ 0.37202005 0.63728741 0.35356535 0.58989398 0.27876864 0.67572243 0.44540692 0.64124679 0.4740482 0.47911808] [ 0.14080098] [ 0.33978871 0.50643867 0.4791238 0.58563652 0.44240275 0.72427327 0.3408005 0.57294819 0.45348713 0.62684935] [ 0.90313368] [ 0.11083363 0.50040097 0.50767347 0.53079296 0.52617034 0.74903948 0.38744546 0.26245901 0.48100882 0.58443351] [ 1.14044166] [ 0.62414548 0.68137686 0.46884935 0.43655025 0.30853682 0.27164412 0.57178062 0.62372655 0.69908566 0.41280414] [-0.01521801] [ 0.65653957 0.5306499 0.52309826 0.43380876 0.47236115 0.59928589 0.48463574 0.62224255 0.42941081 0.40795208] [-1.12559731] [ 0.31467076 0.4196053 0.47839065 0.32713371 0.46555806 0.38686509 0.48871267 0.53088305 0.48411947 0.22741863] [-0.07458055] [ 0.43492226 0.59267101 0.51643937 0.43922861 0.41041951 0.62690047 0.4103798 0.40467237 0.4527534 0.6160437 ] [ 0.42531192] [ 0.33103313 0.41310675 0.5186076 0.48839108 0.44889235 0.59521527 0.46358967 0.50022154 0.45794046 0.37264725] [ 0.02392134] [ 0.32480712 0.34410479 0.68243364 0.4078536 0.39596287 0.58323983 0.55051058 0.47813388 0.43759711 0.38444041] [-0.0963773] [ 0.53953079 0.49216862 0.60254244 0.30358241 0.43953079 0.51041173 0.45075342 0.50067669 0.46806719 0.47527386] [ 0.37914972] [ 0.30118698 0.60708354 0.44315278 0.45288487 0.38473439 0.57206269 0.4221821 0.51973418 0.47613859 0.45646425] [-0.18316203] [ 0.44910371 0.69135055 0.49623298 0.55865924 0.54960876 0.52978586 0.41637773 0.39700981 0.46076909 0.57312695] [ 0.44024575] [ 0.2723024 0.4396922 0.58739386 0.32592951 0.55284048 0.64064798 0.41885577 0.29067856 0.50991242 0.50382823] [-0.2755094] [ 0.78055886 0.54838159 0.5336598 0.33371738 0.26101345 0.44977974 0.49061785 0.50677542 0.52620941 0.41694782] [ 0.22353045] [ 0.52507567 0.48794304 0.59452561 0.45784806 0.4497254 0.477822 0.49454624 0.50371841 0.55468663 0.42434548] [-0.05746371] [ 0.59481607 0.68105291 0.52674572 0.63443977 0.47303254 0.4994616 0.39267729 0.5373252 0.64319745 0.43759074] [-0.10711041] [ 0.63612014 0.54032479 0.56363921 0.40087785 0.30011994 0.29889747 0.5094565 0.68327835 0.55314217 0.35550906] [ 0.23767934] [ 0.31114856 0.78406153 0.38382821 0.67777953 0.33225815 0.63026833 0.42432812 0.46794705 0.56919835 0.72490017] [-1.56767445] [ 0.64917084 0.75689064 0.46675134 0.38373626 0.26764401 0.29749113 0.58032477 0.58644286 0.75394228 0.35462659] [ 0.26226327] [ 0.36808256 0.54773223 0.47370387 0.331399 0.44391533 0.70337526 0.35599809 0.52574542 0.46384701 0.51956959] [ 0.60149241] [ 0.37381984 0.42307331 0.57746404 0.50828201 0.48235346 0.66325077 0.3137629 0.53875594 0.48996729 0.43471724] [ 0.53251589] [ 0.21237116 0.44668275 0.54451789 0.49480054 0.54118163 0.65987999 0.3624859 0.34454268 0.45634865 0.48901649] [ 0.40206059] [ 0.24667556 0.57054688 0.45964172 0.41031638 0.44515026 0.75053593 0.37693999 0.49470239 0.469439 0.60106139] [ 0.21640181] [ 0.34116539 0.60904376 0.42982856 0.58476568 0.47694517 0.68030197 0.39935213 0.43859898 0.36144906 0.582426 ] [-0.25481992] [ 0.34930995 0.62922905 0.40039393 0.53128663 0.31481468 0.62979531 0.48923189 0.57268444 0.46392524 0.44176553] Progress: 66.9% ... Training loss: 0.346 ... Validation loss: 0.478[-0.45432325] [ 0.31947706 0.46159336 0.54010727 0.41346644 0.44180964 0.53724123 0.51584099 0.45892693 0.48914605 0.40208516] [ 1.24915207] [ 0.75399884 0.47658543 0.53957085 0.30241895 0.30452421 0.2032673 0.5846135 0.67979798 0.57499141 0.23995484] [ 0.51812844] [ 0.16890492 0.61830303 0.39181233 0.68032893 0.54385789 0.70457173 0.34635831 0.31946535 0.45751495 0.61707378] [-0.30291823] [ 0.54203503 0.48850434 0.63629866 0.3780161 0.44496384 0.58781248 0.51625808 0.61385884 0.48590143 0.44061865] [ 0.05058907] [ 0.25036203 0.38790086 0.68151607 0.47318516 0.53925891 0.70754126 0.36571018 0.34672324 0.4423746 0.45097935] [ 1.09252352] [ 0.69027728 0.38524053 0.63346309 0.25465172 0.49221078 0.33898404 0.57842758 0.50712818 0.47467407 0.31479882] [-0.79654996] [ 0.51363104 0.77321764 0.37333884 0.68846252 0.23199414 0.49230823 0.3606541 0.42885639 0.58405433 0.62432201] [-0.01696979] [ 0.59640864 0.63812812 0.53713105 0.53621102 0.46934896 0.46641141 0.4609585 0.54089854 0.62763636 0.43619317] [ 0.05726362] [ 0.18676613 0.69992323 0.39456809 0.62287164 0.41601229 0.75771643 0.33510168 0.54713808 0.60441281 0.68850076] [-0.08714524] [ 0.40030864 0.60418244 0.4190753 0.40707773 0.33398749 0.62204964 0.41782841 0.48317541 0.41653559 0.55184821] [-0.1006103] [ 0.24780793 0.70563906 0.47544846 0.5783567 0.32831641 0.7265833 0.48736453 0.60149598 0.47897416 0.52336209] [ 0.43015097] [ 0.17427162 0.45714135 0.52914452 0.53827216 0.48919573 0.74468297 0.35449927 0.3311235 0.50444325 0.57540545] [-0.48681401] [ 0.36869065 0.64939195 0.43719438 0.56194659 0.32942757 0.5204238 0.39493277 0.45531701 0.61637439 0.51346248] [ 0.0447495] [ 0.35177247 0.54710211 0.50487657 0.39949184 0.48286162 0.67748135 0.43248231 0.36242955 0.44274405 0.51465413] [-1.00968523] [ 0.82527409 0.42721937 0.60568119 0.32772375 0.348102 0.51372397 0.49572092 0.47573376 0.55727657 0.48028447] [-0.54595999] [ 0.33503868 0.65629725 0.4537887 0.5902511 0.46531529 0.63650156 0.42915824 0.4517478 0.60938948 0.52144929] [-0.00139361] [ 0.26196629 0.67296665 0.4245946 0.65777006 0.40824347 0.78575694 0.31953674 0.52174831 0.53171409 0.57320219] [ 0.39286903] [ 0.65406691 0.66002868 0.55146117 0.48241031 0.35724593 0.46107214 0.59948184 0.59896542 0.61205854 0.46274164] [-1.01618966] [ 0.77041192 0.53416069 0.63797792 0.18853192 0.44072122 0.31671403 0.69759404 0.62416544 0.63179677 0.34996814] [ 0.00981907] [ 0.30867035 0.70949875 0.46744177 0.67676329 0.40451606 0.73730399 0.37430549 0.55754213 0.55588337 0.63299125] [-0.34184422] [ 0.54965215 0.66134127 0.51610935 0.51746758 0.29321686 0.30627253 0.45818046 0.57580993 0.61017558 0.48632579] [-0.59947091] [ 0.435708 0.71512857 0.35384104 0.68634246 0.32165295 0.52633412 0.52272625 0.54974304 0.55459031 0.50438547] [-0.93430487] [ 0.78198501 0.54629144 0.60829577 0.33451977 0.47892693 0.34728487 0.60836485 0.56392862 0.65648325 0.49355178] [-0.49973776] [ 0.50611373 0.46952069 0.52386609 0.42599331 0.38286229 0.5249108 0.48259794 0.66125315 0.55780706 0.33689834] [ 0.3017431] [ 0.45206988 0.70422537 0.42186929 0.5772862 0.32081494 0.3879838 0.48933225 0.53359197 0.63014285 0.44072441] [ 0.15710624] [ 0.43410731 0.48249999 0.478455 0.39885507 0.43439918 0.49961614 0.42346709 0.54246664 0.59207549 0.34127571] [-0.54499853] [ 0.48541616 0.58116903 0.50756745 0.60126253 0.38504682 0.57139634 0.46172796 0.34869476 0.56887661 0.46522945] [-0.47672018] [ 0.60619131 0.67518105 0.44760739 0.48676306 0.37304623 0.54172441 0.46800048 0.62084539 0.57464411 0.45363656] [-0.92857227] [ 0.56685989 0.48956381 0.56316874 0.55189952 0.52687408 0.488594 0.4237156 0.4308273 0.42124245 0.5157093 ] [-0.54532826] [ 0.56983494 0.51161965 0.63178716 0.33646249 0.43613263 0.5900399 0.48429066 0.60940323 0.64322323 0.57298459] [-0.15178068] [ 0.22345166 0.52629575 0.6221798 0.52013046 0.40188356 0.6859892 0.41165817 0.45794908 0.44020431 0.44784722] [ 0.51438339] [ 0.33927988 0.39671526 0.59758056 0.42804597 0.55154984 0.65097335 0.34410981 0.55189789 0.47925216 0.43617468] [-0.70542406] [ 0.68383544 0.60734633 0.53396353 0.30645907 0.41131618 0.44837733 0.52218179 0.59118155 0.72071304 0.48533109] [ 0.17836649] [ 0.1356968 0.65623476 0.41683404 0.53341703 0.42402261 0.69050315 0.34196556 0.50270786 0.50434651 0.56729381] [ 0.0055636] [ 0.42733062 0.62346864 0.46496102 0.50097837 0.3779192 0.67190184 0.42847794 0.69002613 0.59083974 0.51970971] [-0.34190629] [ 0.37436414 0.545636 0.45554205 0.61405241 0.27686055 0.54115503 0.45022717 0.43544441 0.52349717 0.3941475 ] [-0.29913528] [ 0.4342409 0.46490962 0.58575535 0.28311398 0.4681685 0.5931253 0.48830339 0.63262471 0.52981289 0.40845743] [ 0.22953516] [ 0.27973735 0.47928734 0.44126051 0.46293693 0.54477744 0.55824351 0.41042616 0.31069437 0.2936797 0.74203919] [ 0.19451228] [ 0.29249311 0.54347632 0.42153988 0.69391045 0.51946108 0.84356788 0.46981964 0.53669591 0.39245567 0.60449582] [-0.83009599] [ 0.52814529 0.8015669 0.39845792 0.5952375 0.42474852 0.57396184 0.43005827 0.56795072 0.58624979 0.69821025] [ 0.8708464] [ 0.66798456 0.54987295 0.531605 0.37301084 0.29489368 0.37261855 0.57977753 0.75013527 0.65353149 0.26621786] [-0.37380293] [ 0.37843489 0.39936077 0.5896195 0.24820502 0.62345998 0.63487482 0.46686429 0.42049 0.38015224 0.48742513] [-0.37157773] [ 0.28983453 0.53754518 0.46751553 0.44972119 0.40258293 0.6323349 0.44942998 0.48041474 0.40294692 0.40031168] [-0.24204373] [ 0.36113226 0.49702326 0.51430721 0.52110004 0.31438499 0.60429088 0.42922449 0.48483219 0.60362925 0.36070389] [ 0.11788336] [ 0.45112333 0.69485731 0.44175787 0.50040254 0.31593751 0.35835056 0.49686637 0.55179107 0.61405403 0.46078869] [-0.66795222] [ 0.50549353 0.63295205 0.4125021 0.57228651 0.35889689 0.43466852 0.40273722 0.5112772 0.58099781 0.45499952] [ 0.20537646] [ 0.62575444 0.66845047 0.47498356 0.61107819 0.20639956 0.36104049 0.49439895 0.64406523 0.65030317 0.35960055] [ 0.03439351] [ 0.1683938 0.45945704 0.49698414 0.61073069 0.35269472 0.77811242 0.32763397 0.44229298 0.45492657 0.44619205] [-1.07035772] [ 0.5016134 0.58223894 0.5597802 0.44215906 0.34556961 0.43481722 0.55132762 0.70463479 0.51145904 0.38715919] [ 0.01809526] [ 0.72582132 0.47937374 0.58945776 0.24699021 0.37276074 0.34696342 0.54553052 0.77317723 0.59531616 0.38406843] [-0.853108] [ 0.78386059 0.52810717 0.57127601 0.23786689 0.36983844 0.47671395 0.51138305 0.54199327 0.4820255 0.50655469] [-0.28042968] [ 0.44994079 0.74404135 0.40049075 0.57765766 0.44130761 0.68139379 0.41126606 0.43647869 0.5974649 0.69931337] [ 0.46667378] [ 0.61776927 0.50344045 0.55201662 0.39673971 0.24026216 0.31379013 0.5676418 0.64923055 0.57784039 0.29989522] [-0.26607343] [ 0.76711079 0.60417406 0.59280501 0.37210634 0.45446281 0.3901476 0.51190464 0.60974687 0.54791322 0.47879525] [-0.571622] [ 0.63521534 0.54989535 0.6412802 0.2734172 0.50220573 0.46756332 0.43792958 0.60661452 0.49911513 0.49163474] [-0.72047] [ 0.50638819 0.56532753 0.52181432 0.44690869 0.45966267 0.54435364 0.44129966 0.51068465 0.57513938 0.49548207] [ 0.10315342] [ 0.43461985 0.30676423 0.67875906 0.34240895 0.52681234 0.61840287 0.40498599 0.46831247 0.4614953 0.47275927] [ 0.73356098] [ 0.61421716 0.60841909 0.47062012 0.5211246 0.38310669 0.3679458 0.51698599 0.71338704 0.66245131 0.26779268] [-0.1700628] [ 0.48600987 0.56328571 0.56850118 0.62612036 0.45369055 0.47296698 0.50143558 0.56387737 0.54418599 0.40039973] [-0.60089425] [ 0.40460718 0.55166437 0.51168672 0.55609833 0.46040674 0.55288188 0.43297735 0.4034172 0.5304883 0.45470121] [-0.25605122] [ 0.48255806 0.65189106 0.44587848 0.67791305 0.29616637 0.58897771 0.35597277 0.37976108 0.4760668 0.67930903] [-0.67553021] [ 0.51742312 0.64465432 0.48853501 0.46738861 0.38906569 0.49006518 0.41284099 0.52509703 0.61388075 0.53157281] [-0.41811178] [ 0.51830824 0.31853872 0.69857732 0.28585607 0.36389036 0.62552595 0.46169103 0.50296106 0.3804006 0.34760581] [-0.46544568] [ 0.38565499 0.63379655 0.37865441 0.54987268 0.24086809 0.59007763 0.40697178 0.56720117 0.50050382 0.48433319] [ 0.01749236] [ 0.3236235 0.72704076 0.44839669 0.69678623 0.51332607 0.63672439 0.36901291 0.42611661 0.46363945 0.65270952] [-0.95364122] [ 0.5160219 0.50685477 0.53070379 0.45946648 0.42816757 0.52124344 0.46786276 0.49430046 0.44007408 0.45408292] [-0.10123851] [ 0.30119466 0.71134606 0.31228818 0.67540645 0.39300882 0.63871251 0.35754606 0.43429173 0.51068208 0.61710654] [ 0.66050431] [ 0.74562226 0.46244488 0.59322775 0.2228067 0.28029157 0.21122831 0.57626397 0.71307464 0.60969116 0.24645024] [-0.4115391] [ 0.44284991 0.72194998 0.37763321 0.61968971 0.4907852 0.69074196 0.48868406 0.50025433 0.45444053 0.58017446] [ 0.24013081] [ 0.7553777 0.633065 0.47868128 0.43617254 0.26269503 0.20416761 0.56259795 0.59316762 0.66354369 0.34786524] [-0.9913401] [ 0.71441539 0.55221644 0.53687362 0.34112806 0.36624476 0.37416888 0.48751838 0.51008917 0.46873438 0.56166212] [-0.36227081] [ 0.35228773 0.70166787 0.45844258 0.61164192 0.46782379 0.67810112 0.50084834 0.4516508 0.56508332 0.52949752] [ 0.00276824] [ 0.31879344 0.60127337 0.58119389 0.47168418 0.56353628 0.7431156 0.41926189 0.40773159 0.50458812 0.6506976 ] [ 0.82503829] [ 0.6915439 0.6771686 0.45171959 0.52879054 0.22008211 0.26790853 0.50686325 0.57354529 0.67278313 0.42727964] [ 0.3619227] [ 0.47235117 0.63551627 0.55314203 0.23865456 0.46226844 0.39661922 0.46948184 0.49974528 0.64797017 0.42484075] [ 1.33289102] [ 0.34025941 0.59870754 0.46222009 0.55216108 0.42855958 0.50685953 0.3617233 0.51376923 0.645403 0.42545683] [-0.33691712] [ 0.28844789 0.55657278 0.35991126 0.62356316 0.35957665 0.71516178 0.32520876 0.68681445 0.51846097 0.42811296] [-0.70570548] [ 0.57922374 0.31720349 0.51224387 0.33729253 0.53896225 0.46654458 0.52308072 0.44236523 0.31564674 0.41928132] [ 0.25751247] [ 0.5976088 0.69472916 0.47877439 0.43510495 0.22344882 0.46340535 0.46743197 0.51970613 0.52950569 0.49907453] [ 1.34099465] [ 0.59625301 0.59024418 0.48466543 0.57198867 0.46641495 0.51871302 0.46443873 0.60833776 0.583898 0.38829976] [-0.34218808] [ 0.39470348 0.59203564 0.46725243 0.51276545 0.46630192 0.56241664 0.4256464 0.48722039 0.57805144 0.55074335] [-0.05631612] [ 0.58513776 0.67476812 0.49371087 0.38227776 0.43809783 0.63442908 0.53475565 0.50501121 0.53235937 0.57833907] [ 0.06999412] [ 0.68326455 0.5316493 0.65631257 0.34060535 0.46589416 0.39642524 0.6318484 0.52270007 0.54864519 0.41771799] [-0.36459165] [ 0.42332043 0.60153206 0.4277126 0.36694656 0.28111753 0.43561054 0.49548163 0.64203961 0.55050494 0.33822066] [ 1.47404787] [ 0.75214548 0.4875584 0.58137861 0.26967097 0.31518737 0.20933281 0.5472172 0.65700606 0.61442786 0.23496892] [-0.0262976] [ 0.34682468 0.4301173 0.58028332 0.41084723 0.43285155 0.67117588 0.42601072 0.46667412 0.447033 0.50914624] [-0.52766197] [ 0.50105063 0.27793159 0.65358069 0.19165382 0.46924905 0.43552179 0.57976388 0.74020152 0.50022441 0.38291903] [-0.67456374] [ 0.41598254 0.76019335 0.5046946 0.49719816 0.44673543 0.65635401 0.52531601 0.41758366 0.67756481 0.57161799] [-0.48091606] [ 0.45390227 0.54083003 0.4676307 0.5385212 0.38115834 0.40675581 0.43233407 0.46701247 0.46954804 0.46716706] [-1.03698542] [ 0.67236661 0.7431737 0.439801 0.43122064 0.33609848 0.37505581 0.42865418 0.55375593 0.68158767 0.47782033] [ 0.09466449] [ 0.53682897 0.59331698 0.50312213 0.51651075 0.49170678 0.34325919 0.52949248 0.61480411 0.59523813 0.41423243] [ 0.97575449] [ 0.64759358 0.56475745 0.60595224 0.35888097 0.39499727 0.37435405 0.53048331 0.51222668 0.60138464 0.33789846] [-0.21692012] [ 0.29413618 0.45263321 0.43461615 0.64998893 0.45680306 0.74954764 0.36456861 0.51990813 0.50199399 0.46267718] [-0.14654343] [ 0.34512574 0.30544468 0.68224025 0.41833546 0.53090218 0.49049582 0.42649912 0.41315148 0.41487614 0.54014155] [-0.4814395] [ 0.44897949 0.52879971 0.68991341 0.30304921 0.58323388 0.47941971 0.44362797 0.52869485 0.38683585 0.57667366] [-0.87130213] [ 0.55821135 0.59739919 0.50480909 0.59062022 0.36759421 0.47320945 0.46422812 0.60202574 0.57570683 0.32169173] [-0.66591691] [ 0.50484757 0.64181468 0.47193706 0.54862101 0.32812805 0.44240886 0.50195026 0.67773108 0.5324924 0.35634601] [-0.18549338] [ 0.45017981 0.58659708 0.41075211 0.6363209 0.48306585 0.63481912 0.49817924 0.55772672 0.43089157 0.53479248] [ 0.46495595] [ 0.15431714 0.58692655 0.45489819 0.52502424 0.575471 0.64815124 0.39904939 0.2377901 0.38729686 0.60119203] [ 2.01591323] [ 0.64469448 0.55905776 0.53977425 0.38914852 0.32364592 0.35681457 0.49759757 0.60668427 0.48410487 0.35695585] [ 0.3073036] [ 0.22493678 0.43914178 0.59188939 0.48855975 0.50014351 0.60638405 0.42461744 0.38702856 0.49725354 0.46103941] [-0.49111962] [ 0.47874233 0.6675038 0.41770341 0.56043897 0.32143731 0.67073549 0.35824157 0.53960708 0.54020643 0.63007962] [-0.27072615] [ 0.46239047 0.68959703 0.49853182 0.54098039 0.32462488 0.51057929 0.4736679 0.50441059 0.57284582 0.5827083 ] [-0.1462985] [ 0.41460654 0.69749906 0.43537221 0.70839945 0.35110156 0.67609192 0.43715487 0.36302435 0.61221474 0.59835058] [ 0.27993422] [ 0.14891449 0.66047978 0.39025996 0.61635702 0.45584733 0.74996396 0.37249137 0.46704118 0.57163209 0.56973607] [-0.84595977] [ 0.58263828 0.54852874 0.53958983 0.56881495 0.46554987 0.38550639 0.42905626 0.60670125 0.62717099 0.47039395] [-0.60982208] [ 0.73871021 0.53910736 0.48841181 0.47557368 0.33489485 0.35749436 0.59986511 0.62727744 0.4837468 0.5836819 ] [-0.08391433] [ 0.38705104 0.71865357 0.30275694 0.64132025 0.31299027 0.5756861 0.4821428 0.64106048 0.49823995 0.68766691] [ 0.09660428] [ 0.21269581 0.34897328 0.66641155 0.57878212 0.49573526 0.74559818 0.42203393 0.34348358 0.41918761 0.40138682] [-1.81681914] [ 0.67910784 0.71719346 0.54422182 0.37330506 0.41885285 0.28591029 0.57681467 0.67036078 0.69576698 0.31765622] [-1.45851261] [ 0.4541562 0.71083728 0.3894784 0.6157502 0.21425021 0.37154227 0.41108935 0.47925619 0.60965975 0.36000379] [-0.22531861] [ 0.28363284 0.49132688 0.51699428 0.45261229 0.45586988 0.68019285 0.33082089 0.55898409 0.47571163 0.52435423] [-0.84303274] [ 0.48600514 0.33056208 0.69225539 0.32687232 0.62947983 0.4478135 0.4129207 0.47892123 0.34734133 0.50502229] [ 0.73604108] [ 0.09866743 0.67771121 0.45815185 0.71919025 0.38078342 0.77425008 0.28802344 0.30190087 0.41069203 0.62510116] [-0.66857991] [ 0.72314643 0.67408733 0.5088999 0.445952 0.3635295 0.37717099 0.46171513 0.40464455 0.6723701 0.42414475] [ 0.30799984] [ 0.17895 0.2704284 0.59381991 0.64140232 0.49974314 0.79171172 0.36532868 0.40806997 0.36510437 0.37588482] [ 0.02939786] [ 0.16092307 0.37449281 0.56392436 0.50678075 0.37386258 0.52236032 0.3500915 0.37538055 0.4861145 0.25510695] [-0.39277313] [ 0.19905166 0.16007566 0.75219369 0.35507319 0.58268329 0.52041528 0.46571048 0.35467472 0.25638415 0.31250652] [-0.40728647] [ 0.33604991 0.73721622 0.46147167 0.53200293 0.4075481 0.69784861 0.43756259 0.51410873 0.64440675 0.6071416 ] [-1.43956988] [ 0.42796154 0.48578025 0.56479104 0.22093266 0.34097328 0.37149746 0.44214239 0.61493529 0.49260568 0.25155704] [ 0.065954] [ 0.82475888 0.43203764 0.5657362 0.34188728 0.25115507 0.2112621 0.61519128 0.62585934 0.57956064 0.22919572] [-0.20775059] [ 0.45154868 0.25537804 0.67382926 0.21961105 0.65505314 0.67822543 0.44234362 0.35291663 0.30776793 0.47934318] [ 0.06234244] [ 0.45409632 0.45941246 0.52558233 0.3517299 0.4793041 0.44678739 0.63301478 0.58116916 0.52061172 0.33184612] [-0.505645] [ 0.49424654 0.51051614 0.54401794 0.49352376 0.36766877 0.39978545 0.49684712 0.48509935 0.56377957 0.43340287] [-1.06098893] [ 0.48222403 0.698241 0.46490508 0.57415609 0.25836754 0.47710105 0.43074828 0.51750457 0.56194046 0.50542377] [ 0.05726362] [ 0.18676613 0.69992323 0.39456809 0.62287164 0.41601229 0.75771643 0.33510168 0.54713808 0.60441281 0.68850076] [-0.10453623] [ 0.17142601 0.45851968 0.48335252 0.60934037 0.5478652 0.70297247 0.38281884 0.5226783 0.34889164 0.40890693] [-0.23795716] [ 0.58030518 0.70082261 0.50660559 0.46053881 0.26897867 0.3735091 0.48979068 0.5871838 0.64959954 0.44300778] Progress: 67.1% ... Training loss: 0.314 ... Validation loss: 0.488[-0.10032464] [ 0.4248874 0.57738034 0.41242137 0.66645827 0.38469616 0.48497007 0.41445822 0.57963512 0.52392403 0.47790082] [ 0.78756231] [ 0.17736756 0.5435685 0.54672407 0.52478828 0.4902602 0.80056435 0.34756283 0.33203824 0.34742899 0.63643609] [ 0.17704064] [ 0.64784979 0.49156125 0.59055006 0.33817766 0.31287231 0.3289915 0.54864054 0.68890169 0.53658424 0.3591461 ] [ 0.11756957] [ 0.44603932 0.68928012 0.49305233 0.54906666 0.33257643 0.53477262 0.4651821 0.48345731 0.56279553 0.60126205] [ 0.37625856] [ 0.21926022 0.54700205 0.42551044 0.44836553 0.52369474 0.69385031 0.29386688 0.44397658 0.35741619 0.54343261] [ 0.07287632] [ 0.53659034 0.75602597 0.35120767 0.54728284 0.46304093 0.55851275 0.44344102 0.50840981 0.56821765 0.64795696] [ 0.72925336] [ 0.19046702 0.67005981 0.4508478 0.49415884 0.51888187 0.77512173 0.32626779 0.38493386 0.42788482 0.70287512] [-0.1587905] [ 0.49238155 0.64022566 0.4279265 0.48200964 0.3222444 0.4009373 0.46444965 0.51106642 0.62726086 0.40445522] [-0.76454458] [ 0.80843902 0.6478213 0.62407772 0.4046548 0.4584954 0.54784033 0.60422815 0.55428739 0.69601447 0.57956553] [ 0.02297439] [ 0.52309138 0.62417611 0.3627525 0.46027919 0.36011447 0.54219011 0.48671089 0.41830125 0.50574538 0.49204357] [ 2.03071535] [ 0.64223609 0.5672999 0.54238437 0.30917569 0.29133897 0.37931583 0.5132254 0.50425874 0.47670683 0.40569367] [ 0.15820857] [ 0.19491716 0.31773681 0.66728752 0.29612187 0.54400308 0.65394698 0.46866357 0.40631725 0.36373989 0.45574799] [ 0.06611018] [ 0.42921231 0.45012288 0.67993634 0.2969595 0.61409016 0.75038471 0.38631691 0.44531328 0.37422362 0.62844893] [-0.4442706] [ 0.70922236 0.6060145 0.50066436 0.33138333 0.32951008 0.53456234 0.46289849 0.54692017 0.50890927 0.54752122] [-0.41471319] [ 0.75800219 0.45389379 0.61913984 0.38785837 0.23147636 0.24635715 0.51859534 0.58519253 0.5378663 0.24985552] [ 0.74701735] [ 0.16632917 0.73112028 0.446477 0.64737702 0.40037977 0.72353858 0.31310166 0.35931334 0.46115524 0.72331562] [-0.10320486] [ 0.79629729 0.40763977 0.60623746 0.25773088 0.45228254 0.42063382 0.57491634 0.57066716 0.49179147 0.3594705 ] [-0.30530951] [ 0.30955545 0.5819193 0.46559709 0.60121894 0.37836386 0.60205472 0.41733887 0.4780335 0.54412188 0.49513531] [-0.52985464] [ 0.72984952 0.60686897 0.57384199 0.34923316 0.37430563 0.59008699 0.5113914 0.5765479 0.68754435 0.62795857] [ 0.26370674] [ 0.55436485 0.62534441 0.59333299 0.5045715 0.48773914 0.48365702 0.45064182 0.58800917 0.45789235 0.58633883] [-0.2006085] [ 0.70302674 0.67352762 0.49977217 0.45881788 0.37762617 0.41413415 0.44779197 0.37294927 0.65771672 0.45468155] [-0.48538555] [ 0.72140109 0.60539606 0.52149692 0.46850105 0.29647271 0.56854401 0.43383397 0.54308524 0.65381126 0.58987162] [-0.13708526] [ 0.29652658 0.6701951 0.3611678 0.65510134 0.33085889 0.71619226 0.44920137 0.5483622 0.50156302 0.53540094] [ 1.43333121] [ 0.66410294 0.4210467 0.60594482 0.42987342 0.31147504 0.36892096 0.46782875 0.58548482 0.55163227 0.38838953] [-0.54477837] [ 0.71253512 0.54191892 0.53872333 0.47632915 0.3759171 0.35157611 0.41935918 0.41275712 0.55761087 0.50302006] [ 0.64064591] [ 0.10952669 0.44774523 0.48025475 0.69021519 0.47924425 0.68935679 0.48645154 0.47848206 0.37008058 0.6767948 ] [ 0.02391658] [ 0.37002319 0.77656719 0.42848077 0.56386033 0.38185008 0.7084646 0.48192308 0.36174385 0.71025316 0.69648993] [ 0.45238801] [ 0.25017976 0.69198902 0.36284445 0.55864025 0.49023715 0.76394363 0.36740462 0.55974855 0.43664377 0.58779981] [ 0.50316129] [ 0.14985149 0.63562611 0.51074206 0.61387699 0.38603834 0.63612365 0.34664701 0.43114042 0.43994058 0.54847187] [ 0.24874163] [ 0.53020903 0.57561954 0.55035086 0.59537317 0.42784328 0.42947675 0.48861962 0.59663298 0.65807844 0.37291662] [-0.38926316] [ 0.50677773 0.56822728 0.49126382 0.34413242 0.44784147 0.56779407 0.53494134 0.62219634 0.45543794 0.4808784 ] [ 0.56392225] [ 0.17291442 0.61480114 0.36994486 0.69040219 0.5120696 0.77003187 0.35187628 0.50593359 0.48866982 0.59655093] [-0.1104952] [ 0.49819499 0.60743999 0.42644645 0.50967851 0.30008014 0.4933543 0.48787641 0.45783473 0.51343634 0.44604836] [ 0.919148] [ 0.61939721 0.52761596 0.52586868 0.41889675 0.36179932 0.3653985 0.49970016 0.51707186 0.52195257 0.42916793] [ 0.89350173] [ 0.54905754 0.63515604 0.48423656 0.44109416 0.30671644 0.39681282 0.43954755 0.59093462 0.51757254 0.41984621] [ 0.3417846] [ 0.20718123 0.28106956 0.72514651 0.40444969 0.5518382 0.74164078 0.36319566 0.25550182 0.28359097 0.41308585] [ 0.02646856] [ 0.64199797 0.64723371 0.50528618 0.38680671 0.43261564 0.55884501 0.54039568 0.55438614 0.49120985 0.62919311] [-1.0025946] [ 0.5420819 0.60076268 0.44643329 0.48527498 0.28333808 0.29934964 0.48078955 0.68577748 0.53736963 0.26412921] [-0.24142117] [ 0.67277149 0.3257341 0.67503909 0.37111531 0.49659607 0.32983781 0.53520919 0.50567108 0.4910216 0.24710035] [ 0.38760056] [ 0.1707297 0.66000394 0.42640795 0.65082823 0.45780493 0.56666217 0.33342891 0.33174129 0.4012903 0.61943565] [-1.24530135] [ 0.31199085 0.52718845 0.52200079 0.42107188 0.2654245 0.46714022 0.3901333 0.61630766 0.46448117 0.31365207] [-0.66775634] [ 0.80607603 0.8042258 0.49088802 0.47695538 0.38271756 0.49926855 0.60868219 0.56965205 0.69577236 0.63848143] [ 0.11328816] [ 0.362567 0.54209418 0.50616435 0.6323936 0.36628054 0.70257 0.44796459 0.38133345 0.51760515 0.58862966] [-0.41428827] [ 0.77089466 0.45175283 0.60194932 0.34525581 0.37227295 0.48459062 0.53084992 0.3571748 0.45989109 0.46658002] [ 0.66910563] [ 0.19257623 0.43642324 0.63427245 0.49446938 0.44110981 0.84674296 0.32023922 0.36503326 0.33570602 0.59390834] [-0.12420987] [ 0.56946774 0.77632003 0.31103984 0.56324811 0.22986585 0.48900055 0.44588094 0.5397341 0.6094153 0.46820716] [-0.04459902] [ 0.27798769 0.66593451 0.39643606 0.64822611 0.39352723 0.73422241 0.39202808 0.53394579 0.63802245 0.54980553] [-0.1053055] [ 0.73424243 0.7071682 0.42562203 0.41533535 0.25063562 0.33278348 0.49852894 0.48307815 0.69221429 0.42084328] [-0.33475013] [ 0.56122704 0.57101535 0.50895678 0.46669926 0.44578108 0.59738577 0.4318145 0.38723106 0.49664656 0.58908899] [-0.11706932] [ 0.30717287 0.54772462 0.5588469 0.40566409 0.43743005 0.71355703 0.41818637 0.38780929 0.52991703 0.54638851] [-1.41936606] [ 0.70598429 0.70905047 0.54635977 0.39649252 0.38402757 0.40656314 0.65362149 0.64413607 0.68957001 0.42952052] [ 0.95936097] [ 0.50200872 0.61780547 0.45612134 0.48612893 0.2644078 0.28187358 0.51959135 0.66537075 0.5443672 0.42068313] [-1.42800319] [ 0.66324627 0.71683995 0.53788258 0.3817731 0.42915444 0.30725975 0.56710396 0.64980454 0.68610836 0.33600185] [-0.0021325] [ 0.62759184 0.5679448 0.57114437 0.38248222 0.21462364 0.25057217 0.51170574 0.67157937 0.53832923 0.26565513] [ 0.00407686] [ 0.35869943 0.56586065 0.53467303 0.43583638 0.49741214 0.66305621 0.47205241 0.39622631 0.50046757 0.61368807] [-0.44115789] [ 0.49982642 0.66531678 0.42601283 0.52391171 0.43408067 0.54326503 0.39673251 0.46406959 0.52787391 0.68845127] [ 1.19379505] [ 0.43260863 0.7781391 0.46091437 0.54235438 0.31571188 0.40253241 0.3661587 0.58615576 0.70094372 0.40841846] [-0.27750063] [ 0.45553543 0.60821126 0.56117809 0.47082305 0.479323 0.63067644 0.43672107 0.50585918 0.51550989 0.53153688] [-0.00135671] [ 0.29138348 0.61564335 0.40314021 0.50975491 0.47690461 0.64507476 0.37737332 0.40005054 0.48114499 0.55411257] [-0.27899061] [ 0.64772343 0.50681461 0.54464624 0.36681678 0.39477159 0.42627522 0.48522735 0.53596305 0.49592817 0.54531212] [ 0.90448781] [ 0.76683139 0.42602095 0.58479637 0.33548753 0.39722682 0.28584588 0.48842753 0.52324481 0.47943366 0.41637979] [-0.0473706] [ 0.56430789 0.35674581 0.56670476 0.39268831 0.44752608 0.45354164 0.45945125 0.54146167 0.47387118 0.41623942] [ 0.66832154] [ 0.55187588 0.70310163 0.41788299 0.66999175 0.26675538 0.42911571 0.45700314 0.47542325 0.59761346 0.63286049] [-0.40648296] [ 0.43659683 0.62983235 0.40209577 0.5019221 0.42636041 0.57282397 0.33172296 0.48258044 0.46152247 0.58832505] [ 0.57413396] [ 0.24103967 0.56572221 0.53740774 0.47183428 0.49110574 0.80664752 0.3506608 0.39913779 0.40061528 0.67132292] [ 1.47496426] [ 0.58707559 0.5241209 0.56631443 0.36707317 0.42141444 0.58195034 0.53773477 0.50485394 0.41569981 0.51716766] [ 0.15267296] [ 0.26518618 0.59631086 0.36712618 0.65456198 0.45165481 0.65037563 0.34255431 0.44741075 0.4225376 0.5159292 ] [ 0.16851379] [ 0.44773115 0.73875089 0.36440813 0.50976169 0.36163387 0.66476633 0.48832774 0.54566592 0.51947964 0.50768729] [-0.36803152] [ 0.47619179 0.40306233 0.65889975 0.20740127 0.54370805 0.55859898 0.47488456 0.4024801 0.45605594 0.45271964] [-0.53669916] [ 0.5486161 0.40082137 0.65196223 0.34227622 0.44464666 0.57826469 0.54706409 0.61906353 0.48893041 0.44446263] [ 0.0101558] [ 0.48122604 0.67758939 0.44043466 0.68687093 0.30914138 0.66587714 0.37258286 0.3302478 0.5234847 0.61355413] [ 0.08272916] [ 0.26985547 0.48861371 0.42164406 0.57846495 0.43216238 0.76792511 0.36247272 0.55432156 0.48737064 0.51709538] [-0.93898555] [ 0.4843122 0.63675369 0.42048209 0.50043243 0.32584633 0.47765474 0.58689807 0.75019304 0.55721759 0.29000989] [-0.31992964] [ 0.6238266 0.41819107 0.54735954 0.40471649 0.45762674 0.36208229 0.46070572 0.46174933 0.59993786 0.35913349] [-1.01255102] [ 0.47388578 0.66130319 0.56292532 0.52139975 0.41763948 0.45547696 0.43218459 0.61384218 0.52529403 0.41368065] [ 0.20741353] [ 0.2660151 0.5438234 0.34550387 0.3771998 0.43853739 0.60645839 0.38248394 0.43375811 0.42343186 0.39445003] [ 0.34787162] [ 0.35603303 0.76618077 0.42159076 0.72034188 0.42681286 0.62349884 0.41342633 0.52637291 0.56011163 0.65208878] [-0.07213011] [ 0.27159747 0.41245144 0.44800589 0.6256782 0.39967113 0.69989404 0.42052063 0.67012399 0.49547455 0.42836466] [-0.20287929] [ 0.32841088 0.52543796 0.55627866 0.60276277 0.52435715 0.54353237 0.35346667 0.42820852 0.38215754 0.50393646] [-0.21054667] [ 0.27539018 0.61621247 0.55948511 0.62809443 0.4822668 0.65292101 0.38416684 0.50275195 0.54178373 0.5153764 ] [-0.10176022] [ 0.27881657 0.52092996 0.49200983 0.47042375 0.41461543 0.62709148 0.45266957 0.38960124 0.51117337 0.46103315] [-0.137151] [ 0.42571611 0.57500284 0.36027794 0.44138881 0.35492611 0.62009589 0.46361872 0.59389282 0.45328199 0.36279103] [ 0.1903261] [ 0.23384335 0.31108881 0.6533738 0.31139699 0.57443077 0.61261089 0.4416189 0.21703599 0.40526727 0.41084403] [-0.25646419] [ 0.60646535 0.34532579 0.63648433 0.38322478 0.50495118 0.55946978 0.4245772 0.64754815 0.51884221 0.53122715] [-0.0708791] [ 0.66105876 0.31937204 0.61175402 0.34985487 0.38905725 0.40623619 0.46279731 0.51770501 0.5029212 0.34031416] [-0.60340415] [ 0.59061598 0.39696856 0.593342 0.40339866 0.4290076 0.52569789 0.42995717 0.61003051 0.43614777 0.33011178] [ 0.29619562] [ 0.24375407 0.67078695 0.42378673 0.5995124 0.36392566 0.77190119 0.30755046 0.54930648 0.54906321 0.57747402] [ 0.09490498] [ 0.66948906 0.48493158 0.61348159 0.33133569 0.37518402 0.46182997 0.57800868 0.66220517 0.57579986 0.37270026] [-0.47765203] [ 0.59085031 0.38801154 0.64892439 0.3077868 0.47321677 0.64479033 0.45306194 0.37451202 0.39625024 0.52897494] [ 0.28206802] [ 0.42172705 0.47783847 0.60725081 0.48823951 0.3265165 0.60733981 0.46478989 0.54114605 0.51251793 0.41226789] [ 0.73959049] [ 0.14771998 0.50045387 0.57480402 0.43203028 0.53675261 0.81904438 0.34578536 0.37705409 0.3703214 0.64591081] [-0.8120106] [ 0.19311638 0.46425592 0.51555831 0.48351574 0.33399877 0.45269027 0.42681605 0.58497194 0.5433683 0.2973564 ] [ 0.49086178] [ 0.26762155 0.48445572 0.64849371 0.40340638 0.51457874 0.4580164 0.40519919 0.40125609 0.48763739 0.48084489] [-0.04459902] [ 0.27798769 0.66593451 0.39643606 0.64822611 0.39352723 0.73422241 0.39202808 0.53394579 0.63802245 0.54980553] [-0.40161464] [ 0.66300833 0.76682107 0.42199597 0.35037489 0.3264725 0.36064339 0.48072532 0.59495343 0.62648167 0.54498489] [ 1.5919705] [ 0.74261273 0.47616554 0.53378143 0.30958758 0.31332728 0.22157601 0.57591322 0.65985702 0.56461436 0.25665939] [-0.08197663] [ 0.57413098 0.7185616 0.33402656 0.4803124 0.3132568 0.415699 0.39772708 0.52338509 0.55011497 0.563437 ] [ 0.73429143] [ 0.74731629 0.8167201 0.50560101 0.32012679 0.3145056 0.34828806 0.63157918 0.71080517 0.73009101 0.56876576] [ 0.17623801] [ 0.22214569 0.62657532 0.42259073 0.55538454 0.3919932 0.65007516 0.36229244 0.49272563 0.52294592 0.55905663] [ 0.16133992] [ 0.31488094 0.77320677 0.31557839 0.68534248 0.23940328 0.66922912 0.34283101 0.6110097 0.57504147 0.64752865] [ 0.53896001] [ 0.82749369 0.59288651 0.50019466 0.31912132 0.24398666 0.26614706 0.59338338 0.63805101 0.64946873 0.29956019] [-0.33904599] [ 0.47898009 0.74016459 0.49610819 0.64580515 0.43774 0.67390932 0.53768226 0.46952777 0.6506212 0.54605027] [ 0.2053657] [ 0.38342193 0.71651449 0.46230394 0.43771885 0.35602921 0.57427231 0.52354501 0.66880422 0.52736583 0.53488744] [-0.16189122] [ 0.41959473 0.61693815 0.45161365 0.62815422 0.27101408 0.37802031 0.38785807 0.51828633 0.56350718 0.40007304] [ 1.910278] [ 0.69339689 0.4220023 0.60221222 0.32722003 0.36082546 0.31236684 0.50499516 0.51981002 0.43034181 0.40925987] [-0.39612938] [ 0.75353565 0.52815053 0.5361611 0.34294085 0.39384493 0.31885385 0.46475274 0.49572276 0.57599449 0.49001427] [-0.16782883] [ 0.33029367 0.20593058 0.70680486 0.33412534 0.55043278 0.59269868 0.44676156 0.31230702 0.41628726 0.26778607] [-0.08764535] [ 0.3572516 0.46698417 0.52099175 0.40340199 0.4915271 0.49305071 0.38944055 0.46239443 0.55781927 0.48035896] [-0.05872997] [ 0.2800089 0.52050765 0.49452161 0.33228096 0.45228394 0.57702536 0.37619134 0.54787047 0.38487393 0.45233264] [ 0.29184465] [ 0.44666661 0.66841635 0.52022619 0.54095675 0.50968639 0.65521481 0.39798882 0.35067001 0.48707221 0.60054473] [-0.14590232] [ 0.74312667 0.44777484 0.56665183 0.41251427 0.35719741 0.38780302 0.5042567 0.45109743 0.60298124 0.37408979] [ 0.39955899] [ 0.39790755 0.30042568 0.70195025 0.29889713 0.54852348 0.59940133 0.4421276 0.35847174 0.41478802 0.44346761] [-0.26236178] [ 0.60003808 0.65998106 0.51704871 0.48538869 0.44284018 0.48902193 0.62875009 0.49505951 0.62290296 0.5335209 ] [-0.1424154] [ 0.37219515 0.77069571 0.34233285 0.63584137 0.49108144 0.63902747 0.35192855 0.52174442 0.56794932 0.60587579] [-0.27042716] [ 0.71127154 0.40827529 0.64674479 0.27747508 0.43412041 0.54206373 0.57454527 0.46174204 0.58171798 0.51410374] [ 0.12067938] [ 0.55634309 0.50221041 0.58004501 0.34862959 0.32611283 0.36320556 0.53921204 0.59901769 0.50903693 0.26147758] [ 0.27632905] [ 0.43735394 0.57673341 0.52801551 0.62357822 0.46281254 0.71958661 0.4203462 0.54872362 0.47372905 0.53577847] [-0.16482306] [ 0.57843704 0.67583193 0.48880025 0.41127566 0.34823039 0.52152913 0.56550711 0.64443315 0.53759508 0.53335946] [-0.49239967] [ 0.75138733 0.42440318 0.60035376 0.40637636 0.48675493 0.44125751 0.54920608 0.54642803 0.38275904 0.61325891] [-0.77414046] [ 0.7552039 0.66125061 0.58946892 0.41612351 0.46494982 0.58233714 0.55181836 0.52863953 0.61884331 0.59106075] [ 0.28867042] [ 0.28326644 0.51396184 0.45682297 0.5551179 0.5103026 0.7704364 0.32804934 0.52205146 0.38110546 0.58591366] [-0.30923608] [ 0.65941722 0.55859739 0.50573339 0.51699908 0.31736327 0.49870718 0.37399764 0.48456914 0.58534939 0.44269734] [ 0.56697656] [ 0.62688937 0.46753482 0.49923447 0.40777401 0.41896212 0.42904321 0.4677033 0.44444065 0.57793959 0.44615712] [ 0.19732008] [ 0.69335164 0.63129745 0.50544541 0.33945581 0.33524997 0.44721798 0.51045411 0.60204118 0.61718819 0.49388131] [-0.37043881] [ 0.50185476 0.75448938 0.43902365 0.64984186 0.35812135 0.64032688 0.39424209 0.57545435 0.60087746 0.57543038] [ 1.10195299] [ 0.46061041 0.78080004 0.42107145 0.50589953 0.25467167 0.46195619 0.42282084 0.56515327 0.57524258 0.58980868] [ 0.10435002] [ 0.34776979 0.52791394 0.52687544 0.48503097 0.34858839 0.54543876 0.50352994 0.50256725 0.426729 0.53906036] [-0.2258674] [ 0.69220099 0.72899406 0.51695355 0.59984176 0.429756 0.32544781 0.52442694 0.6262616 0.69937971 0.66208613] Progress: 67.4% ... Training loss: 0.303 ... Validation loss: 0.480[-0.01347671] [ 0.32424276 0.55673162 0.47663417 0.58360551 0.35638339 0.69196717 0.38389128 0.573039 0.52839514 0.46299292] [-0.97519712] [ 0.32619496 0.62566743 0.43227245 0.61439275 0.31967609 0.48354158 0.43991989 0.56343189 0.48823208 0.35179808] [ 0.1346325] [ 0.29328615 0.40815256 0.59545006 0.36230483 0.39704797 0.72542005 0.4312126 0.43958884 0.40868952 0.44142992] [-0.14619613] [ 0.36804888 0.40470984 0.64727025 0.31158245 0.51613438 0.58018371 0.44328203 0.41858657 0.3755797 0.53055125] [ 0.11820191] [ 0.17370424 0.56276686 0.48110417 0.53942573 0.39026658 0.62488661 0.379324 0.48042549 0.50181131 0.47288077] [-0.62249572] [ 0.62111582 0.32023192 0.72889639 0.2813133 0.55735535 0.49136104 0.49517344 0.43244156 0.45537774 0.57162659] [-0.31623974] [ 0.65744808 0.55863146 0.50456913 0.51942148 0.3202652 0.50511073 0.37233037 0.47993922 0.58346738 0.44726245] [ 0.00101017] [ 0.44746148 0.58660654 0.41053211 0.63689317 0.48298921 0.6366679 0.4976856 0.55711707 0.43027545 0.53520107] [-1.23931777] [ 0.39441085 0.4237548 0.5852562 0.28515675 0.32457015 0.46154385 0.49280347 0.65071006 0.44354234 0.30955378] [ 0.50037269] [ 0.11184846 0.44763614 0.48378439 0.68487427 0.47126545 0.67751746 0.49183774 0.49252063 0.37612791 0.66480447] [-0.01924789] [ 0.28289054 0.62572532 0.58795022 0.46162776 0.46318367 0.5971228 0.39477598 0.51849252 0.62119797 0.56479384] [-0.07756228] [ 0.4995509 0.77752506 0.42882967 0.52426338 0.47596251 0.78477821 0.41699105 0.54785571 0.54656413 0.7494174 ] [-0.07044428] [ 0.5944582 0.55247291 0.67514511 0.4101867 0.51295206 0.3688161 0.44928095 0.55880927 0.57018314 0.50237524] [ 0.39792018] [ 0.20625496 0.59605548 0.50391035 0.52019302 0.50181022 0.68566131 0.38773182 0.37026071 0.48637425 0.57255027] [-0.44415199] [ 0.26430042 0.55879126 0.48933199 0.41692858 0.39065291 0.56216973 0.4227476 0.44936793 0.46408366 0.47831216] [ 0.27334324] [ 0.35093045 0.65791184 0.40354227 0.55182107 0.33503966 0.53276301 0.41665694 0.47285142 0.53049253 0.45669835] [ 0.277477] [ 0.37084748 0.67297996 0.39128556 0.41525716 0.30609407 0.61663967 0.44385495 0.51038358 0.48508037 0.56189679] [-0.81690365] [ 0.4916172 0.4685144 0.52048927 0.55489169 0.37933859 0.58855155 0.45905564 0.52584946 0.42902176 0.37388582] [ 1.24680506] [ 0.65163124 0.63629772 0.46483508 0.36395847 0.31438504 0.27888395 0.53595157 0.63232537 0.64361065 0.3167762 ] [ 0.33759576] [ 0.75600894 0.74583669 0.5754141 0.21668183 0.33590055 0.30141434 0.65513241 0.68617297 0.72172352 0.37157654] [ 0.41703373] [ 0.5457891 0.50913441 0.67577044 0.37425598 0.51022631 0.44672091 0.4630895 0.55225859 0.46210896 0.36707391] [-0.41122945] [ 0.62443322 0.72822397 0.43954209 0.46424569 0.29720275 0.5012447 0.46709413 0.50863793 0.58804185 0.62701796] [ 0.98651551] [ 0.7301445 0.5488582 0.58651085 0.38987017 0.4331107 0.36585174 0.53223089 0.59587059 0.61943133 0.36059082] [-1.28098411] [ 0.27991943 0.54302761 0.56453027 0.49033269 0.2993266 0.44760957 0.47618511 0.60346344 0.60479175 0.25514042] [ 0.00762805] [ 0.43532785 0.73802389 0.39752149 0.66978718 0.25938037 0.5021228 0.50905357 0.66251077 0.60113653 0.48164845] [-0.0142433] [ 0.2576535 0.25614984 0.69751307 0.25738671 0.49136651 0.67386675 0.49818984 0.36070431 0.33210515 0.38153401] [ 0.05993825] [ 0.77947429 0.66314445 0.49754118 0.33484583 0.21950811 0.34384313 0.56164476 0.6260326 0.66968112 0.43090585] [ 1.41809274] [ 0.82724066 0.48184649 0.62247451 0.22724985 0.41454925 0.22739947 0.68116469 0.64556395 0.60414608 0.33322996] [ 1.03637107] [ 0.70301244 0.53354923 0.5811038 0.53894528 0.4081774 0.46087144 0.44609879 0.59050662 0.60931132 0.39695821] [ 1.2899418] [ 0.7356187 0.56207123 0.58577505 0.53375123 0.39002457 0.38979248 0.43901279 0.58329365 0.53237969 0.43567521] [-0.66636772] [ 0.53229857 0.71062813 0.51253195 0.51092648 0.44421141 0.63244291 0.46706924 0.48465384 0.6291491 0.59186954] [ 0.06033747] [ 0.36499599 0.287526 0.78112733 0.34834872 0.56485294 0.63026051 0.47638273 0.35414293 0.43351641 0.40691913] [-0.21215431] [ 0.26799387 0.53135409 0.54956267 0.5419217 0.40229426 0.74842912 0.35342617 0.55580805 0.44927916 0.47998104] [-0.14482228] [ 0.71423804 0.66949179 0.44670652 0.396038 0.30427216 0.46307118 0.42499342 0.58208376 0.66899987 0.47389327] [ 0.26298671] [ 0.20166271 0.25930518 0.66386972 0.45801995 0.53454355 0.74239336 0.33544796 0.3947722 0.37800559 0.40160317] [ 0.52006489] [ 0.15931066 0.58784259 0.44244211 0.63586571 0.43936051 0.71239307 0.35519342 0.39051468 0.39614228 0.47889686] [ 0.04935039] [ 0.55965964 0.50216539 0.58129397 0.3468702 0.32457546 0.35924321 0.54124143 0.60372397 0.51168229 0.25787298] [-0.10122809] [ 0.35850675 0.16129909 0.78369513 0.23368047 0.46007399 0.60622373 0.48294136 0.41478572 0.27329556 0.28012325] [-0.39513535] [ 0.47080937 0.59216381 0.41878944 0.65689807 0.4109065 0.61923978 0.44442899 0.53508249 0.54999254 0.51572186] [-0.35826067] [ 0.33039865 0.57020416 0.4155746 0.61597773 0.27642328 0.37834621 0.50588736 0.5321547 0.53844568 0.37800234] [-0.35047145] [ 0.48040699 0.54796466 0.58471922 0.58668245 0.45819875 0.41753487 0.41891143 0.49998873 0.60318946 0.35195248] [ 0.18947201] [ 0.6844694 0.56485809 0.5221918 0.26958378 0.42239103 0.43357815 0.466594 0.50641181 0.56973561 0.49092696] [-0.11234621] [ 0.45756532 0.48016126 0.64420749 0.3023314 0.3326162 0.35905836 0.55425634 0.65166464 0.53646195 0.27036318] [-0.25517885] [ 0.50706019 0.59561445 0.40732646 0.5700882 0.32359385 0.61936598 0.51137227 0.55861393 0.48250242 0.50026493] [ 0.21085012] [ 0.57992718 0.64227342 0.49997621 0.52758661 0.45881531 0.40172754 0.52159604 0.57550163 0.61416147 0.51624469] [ 0.50048849] [ 0.17632401 0.55012527 0.55933891 0.48395322 0.54389326 0.78088034 0.37273718 0.35151339 0.53274687 0.63287364] [ 1.3766387] [ 0.45795802 0.67318057 0.54050727 0.5489392 0.3714575 0.4919466 0.45122702 0.66384761 0.55244492 0.41488778] [ 0.61713169] [ 0.59339837 0.69129477 0.4719013 0.45476706 0.27510127 0.35370824 0.52712709 0.59171157 0.59695965 0.54960472] [-0.16941907] [ 0.66246152 0.64287094 0.53682602 0.56775632 0.45986712 0.45247341 0.43905381 0.59567326 0.52028748 0.65468055] [-0.34667469] [ 0.18637733 0.57431188 0.44309524 0.58876665 0.47060932 0.59190546 0.40202792 0.50859586 0.44740606 0.3990878 ] [-0.48316828] [ 0.33326594 0.6701674 0.325465 0.54435189 0.39911697 0.69974531 0.38638938 0.71552212 0.6132086 0.44559878] [ 0.44105531] [ 0.46833608 0.39625035 0.66650771 0.28721167 0.45488936 0.60932676 0.42203658 0.43577084 0.39695564 0.48760486] [ 0.5855971] [ 0.64026081 0.51953173 0.57097918 0.27320906 0.2874131 0.37182698 0.61757891 0.76007522 0.55875269 0.30124805] [ 0.45389183] [ 0.55956212 0.66872922 0.5310181 0.48341828 0.48465856 0.56586229 0.48822822 0.41594825 0.62383471 0.53269327] [ 0.14518325] [ 0.18992698 0.48762164 0.53983316 0.573967 0.42755281 0.73568669 0.44654965 0.37936538 0.50459648 0.44349998] [-1.26661051] [ 0.54817145 0.55277322 0.4996166 0.45704648 0.25990326 0.26617014 0.52967334 0.65095232 0.58618853 0.2561807 ] [ 0.36897619] [ 0.5588128 0.68764252 0.49357955 0.47439731 0.31470141 0.37497502 0.46936003 0.57423985 0.69043578 0.45063321] [-0.39631211] [ 0.4378851 0.58429544 0.47640739 0.53272819 0.31588737 0.61104491 0.42129102 0.35497967 0.5676587 0.54339196] [ 0.09223923] [ 0.36853868 0.68380354 0.5087034 0.53084179 0.33317483 0.6975671 0.49867817 0.48787311 0.57619832 0.62378883] [ 0.36165874] [ 0.54602583 0.62287061 0.48706227 0.48611773 0.25578924 0.37350369 0.54554645 0.58487823 0.57609929 0.42388994] [ 1.21031041] [ 0.61968618 0.64111222 0.46705324 0.54529963 0.22639507 0.47502505 0.41930956 0.58690344 0.5521909 0.42468033] [-0.38101788] [ 0.42891527 0.70142481 0.37927703 0.52276473 0.41370611 0.52465138 0.33510743 0.48092416 0.52279158 0.59118912] [ 1.17212576] [ 0.62660707 0.69303782 0.39244537 0.53044398 0.23692745 0.43306906 0.4613603 0.5496474 0.61333747 0.41488751] [ 0.54320839] [ 0.16201849 0.59480879 0.40140472 0.59016582 0.53425195 0.74009593 0.29596095 0.44786873 0.4738668 0.64942447] [-0.482293] [ 0.42673756 0.74494205 0.4252961 0.52107894 0.31211341 0.64183435 0.48178557 0.43657082 0.6985191 0.62768195] [ 1.77768288] [ 0.49394392 0.56136485 0.43196655 0.44429027 0.26222887 0.27140128 0.5792054 0.64215957 0.62854767 0.23939226] [ 0.55994269] [ 0.67987034 0.50929452 0.63594365 0.46518457 0.3819577 0.4783524 0.48963455 0.76134198 0.51633076 0.38120731] [-0.1133316] [ 0.48645726 0.5766167 0.50274103 0.61925815 0.41961875 0.56054938 0.42396397 0.60644298 0.54027733 0.48456607] [ 0.63239388] [ 0.11196979 0.54641163 0.42186489 0.6689591 0.42177951 0.84673664 0.32767369 0.52543107 0.40880922 0.56255172] [ 0.7758267] [ 0.14667658 0.57856405 0.52749271 0.6656429 0.36791373 0.75487232 0.28302727 0.33632955 0.39995119 0.56772866] [-0.17634446] [ 0.40782737 0.62808428 0.46006952 0.44035749 0.49314127 0.55842249 0.43974191 0.34701613 0.42308543 0.6473472 ] [ 0.10974697] [ 0.5184639 0.3333081 0.63213234 0.45714091 0.55249136 0.47007423 0.42640645 0.48097323 0.36595927 0.44693842] [-0.26568397] [ 0.22528446 0.54662657 0.49853912 0.43121975 0.36916651 0.60133772 0.41668172 0.41819399 0.43127916 0.4824714 ] [ 0.47132866] [ 0.18693783 0.70123462 0.41459627 0.64964767 0.49425524 0.80152803 0.34238011 0.53368812 0.45752432 0.64542201] [ 0.85514667] [ 0.20119986 0.64867305 0.45632483 0.60422306 0.38502322 0.78129873 0.279079 0.49716525 0.48046933 0.56801007] [-0.37070589] [ 0.79299964 0.66688858 0.4881256 0.44216005 0.30283268 0.39792798 0.51444534 0.46551728 0.60425132 0.60031577] [ 1.11986394] [ 0.82453444 0.44899848 0.64636305 0.20458423 0.4172384 0.29236871 0.66642962 0.63959752 0.54887691 0.27214713] [-0.51048789] [ 0.46994414 0.51716714 0.41117591 0.40248982 0.43844639 0.63382186 0.4449919 0.54932444 0.47240101 0.3965237 ] [-0.42434828] [ 0.50462114 0.70018852 0.48747037 0.66170016 0.37847468 0.64670565 0.37304129 0.52504543 0.51980881 0.55876607] [-0.09045547] [ 0.35886194 0.51772388 0.45362484 0.56613966 0.43581372 0.58887259 0.36884307 0.65315105 0.62097655 0.53581834] [-0.2866701] [ 0.60075225 0.59507142 0.53286679 0.56484513 0.52299168 0.58416926 0.5148604 0.43567831 0.61649216 0.49837166] [ 0.0968294] [ 0.71974117 0.6154499 0.58719845 0.33535286 0.42758596 0.48699888 0.51126842 0.55432701 0.51354752 0.45647483] [ 1.47793408] [ 0.7653615 0.4560573 0.68978225 0.29007445 0.49110247 0.4025789 0.65591853 0.51305037 0.56609098 0.33358632] [ 0.03737698] [ 0.17251611 0.37527611 0.55177152 0.4963316 0.4022042 0.67236807 0.36134782 0.4640838 0.47737778 0.35896317] [-0.20008012] [ 0.38925073 0.66810173 0.40548286 0.58767233 0.52110959 0.59087494 0.41557525 0.46871448 0.4958053 0.64064202] [ 0.15891645] [ 0.14594487 0.45913441 0.57586761 0.4496185 0.46222935 0.63724467 0.39923446 0.44131903 0.4331904 0.4655985 ] [ 0.0873128] [ 0.43462156 0.59437026 0.51375878 0.52537976 0.41871296 0.69965744 0.45950267 0.33171802 0.50786492 0.63519993] [ 0.04280755] [ 0.30630595 0.25435429 0.59005275 0.36021371 0.55004895 0.61420522 0.43644771 0.61485665 0.38027609 0.38134343] [-0.06070184] [ 0.65655383 0.49932427 0.58070581 0.28027315 0.53042738 0.54314887 0.51058799 0.50683856 0.45145186 0.44550652] [ 0.42160249] [ 0.41393411 0.56425114 0.51783347 0.38398596 0.31457319 0.3945583 0.54578703 0.62109668 0.5551063 0.35762549] [-0.22111176] [ 0.70212626 0.67354348 0.49909019 0.46046678 0.3801586 0.41822085 0.44670098 0.37013922 0.65691103 0.45787467] [ 0.48973508] [ 0.19975225 0.43741843 0.55183349 0.56263739 0.31520739 0.63953066 0.37274156 0.56971535 0.44164432 0.31139425] [-0.0290308] [ 0.66372717 0.48689333 0.58379378 0.4345439 0.2942552 0.41239107 0.49576071 0.43065759 0.54782542 0.41022655] [ 0.13148989] [ 0.41428291 0.61279859 0.49950044 0.50530791 0.35956532 0.47679627 0.45904225 0.4561738 0.51789751 0.53971621] [-0.79788921] [ 0.46955996 0.73661249 0.52157544 0.63592301 0.353903 0.55100362 0.39664408 0.60568627 0.55029383 0.51314207] [-0.26349666] [ 0.41615136 0.51010918 0.43443225 0.4192338 0.4590253 0.47566668 0.43006652 0.46545759 0.47438634 0.38011658] [-0.04385052] [ 0.75777391 0.69516078 0.50304722 0.47844847 0.26621098 0.42830143 0.47651226 0.52984221 0.70211981 0.48537326] [-0.13525746] [ 0.40530692 0.61045838 0.41891729 0.5161459 0.40613348 0.47739517 0.52044424 0.51944449 0.58322843 0.34228518] [ 0.09534247] [ 0.53566174 0.70166618 0.52958377 0.5227417 0.37650619 0.60457388 0.63852534 0.58462053 0.61870692 0.60902959] [-1.1986451] [ 0.5775851 0.65767738 0.46165428 0.4944135 0.28073088 0.36582864 0.51901265 0.53896093 0.65393413 0.39564367] [-0.29835851] [ 0.37036521 0.6003752 0.43608476 0.56880663 0.41857312 0.61591128 0.3976856 0.5759701 0.41912437 0.48327708] [-0.07307304] [ 0.41814342 0.37577162 0.56783768 0.36784685 0.4794959 0.49122042 0.44002617 0.55674164 0.45271913 0.41249617] [ 0.09484815] [ 0.44141938 0.52992216 0.56713679 0.4416216 0.38816982 0.55404272 0.47619556 0.51500404 0.50370594 0.54200214] [ 0.28062938] [ 0.57476733 0.66604295 0.38514383 0.44391459 0.3520729 0.60815113 0.49521712 0.56177666 0.49153481 0.50323289] [ 0.29039226] [ 0.15270926 0.73317522 0.41548279 0.60366483 0.40649711 0.71803358 0.40642736 0.47788501 0.5149119 0.67132985] [ 0.65041823] [ 0.75044583 0.50098648 0.61410423 0.21954421 0.24489197 0.21465496 0.56198889 0.63816713 0.56061495 0.25442006] [-0.3349493] [ 0.37624097 0.69388527 0.42631007 0.5560334 0.29628369 0.641021 0.48137764 0.6067902 0.54065721 0.47324276] [ 1.69086533] [ 0.58208667 0.66304926 0.43733636 0.52456355 0.23289258 0.33743104 0.40497676 0.43636215 0.65640269 0.36267818] [-1.22528483] [ 0.59758933 0.60536704 0.49823009 0.49211824 0.26990536 0.36790041 0.49243076 0.49752455 0.61594207 0.36545058] [-0.4698421] [ 0.47309556 0.6791041 0.43774094 0.62288651 0.24368038 0.52321863 0.39388473 0.48607627 0.50707199 0.51232274] [ 0.56651037] [ 0.13172156 0.57962056 0.48384552 0.45405833 0.50184686 0.78991084 0.38663441 0.32255361 0.52219309 0.61044572] [ 0.23326679] [ 0.66441675 0.62656532 0.49400544 0.47593008 0.30970348 0.55126088 0.53757106 0.48319788 0.56802443 0.59855912] [-0.11705201] [ 0.66074691 0.66236738 0.57658506 0.39613139 0.36690809 0.52541444 0.64381069 0.61913184 0.65836855 0.50236132] [ 0.08799658] [ 0.32333184 0.61993259 0.40680683 0.49957369 0.40951087 0.43174755 0.47980851 0.54320375 0.53352548 0.43841037] [ 0.28936655] [ 0.35908238 0.63510798 0.52339107 0.5448263 0.60091815 0.67095039 0.39786541 0.37649141 0.37844908 0.65958218] [-0.37029235] [ 0.44039088 0.46920267 0.64298555 0.39676335 0.61023842 0.56453356 0.43309332 0.46762199 0.57237769 0.4920313 ] [ 0.02280816] [ 0.41229553 0.62266736 0.44067114 0.63492319 0.30884621 0.53470601 0.33486601 0.45465364 0.49273265 0.50395791] [-0.06524418] [ 0.32856313 0.73123956 0.31384545 0.6589396 0.39257002 0.6355769 0.43948432 0.54546467 0.50492805 0.51854942] [-0.23799319] [ 0.62629741 0.60977802 0.44528849 0.30770218 0.42453505 0.63759922 0.49957922 0.54826028 0.45429512 0.50729733] [ 0.54401343] [ 0.68758091 0.6385792 0.57036251 0.58122395 0.47832007 0.50519304 0.53854158 0.52886402 0.58907225 0.52963509] [-0.21777608] [ 0.36271076 0.61139623 0.43941201 0.56066551 0.36822683 0.63269974 0.55641935 0.69490735 0.41251945 0.41066857] [-0.08262684] [ 0.39397728 0.5738136 0.50566118 0.67153931 0.51603083 0.6132368 0.42803797 0.55791102 0.38913396 0.51265998] [ 0.12676735] [ 0.51085 0.51329629 0.70642903 0.29448159 0.55253658 0.51485272 0.42465693 0.55909475 0.54397208 0.44445025] [ 0.85356402] [ 0.37568607 0.44915772 0.56049634 0.3689194 0.40732446 0.59288766 0.3791314 0.49772251 0.5066263 0.47891091] [-0.14347911] [ 0.53962415 0.63516885 0.49604609 0.50980614 0.47904728 0.46542466 0.54233064 0.50157871 0.5826367 0.59790759] [-1.11990654] [ 0.38992287 0.44425445 0.58815263 0.31242686 0.34188505 0.39216395 0.4293708 0.63349573 0.42485617 0.23946563] [ 0.26587691] [ 0.21242034 0.45864488 0.66751939 0.40162888 0.41233354 0.72610508 0.4229764 0.414343 0.38618806 0.432198 ] [ 0.12539918] [ 0.62847868 0.49997125 0.58848131 0.25758042 0.4390942 0.42027572 0.49348796 0.53421992 0.59189954 0.40247299] Progress: 67.7% ... Training loss: 0.309 ... Validation loss: 0.473[-1.24396024] [ 0.35861259 0.17323832 0.80435316 0.189972 0.46790521 0.48451053 0.5055128 0.5302051 0.34891047 0.25123216] [-0.50408817] [ 0.19617845 0.34789636 0.62591685 0.45585059 0.41104998 0.5860345 0.46531248 0.45099452 0.47699603 0.32748559] [-0.214197] [ 0.34043513 0.60915311 0.40802321 0.63370734 0.37310938 0.61524092 0.41386887 0.65445349 0.57916606 0.3896126 ] [-0.53877734] [ 0.4580154 0.56832821 0.56454692 0.42810414 0.48551103 0.55096441 0.40896128 0.55730213 0.49937318 0.51041719] [-0.50677853] [ 0.20213087 0.35053199 0.67449608 0.38229532 0.47786299 0.51380308 0.45114044 0.36737935 0.37088968 0.35530434] [ 0.3599191] [ 0.68732701 0.50374019 0.52174034 0.38499693 0.38884649 0.28467377 0.47597741 0.48452139 0.59676846 0.31141753] [-0.08000313] [ 0.40033569 0.65940192 0.46752613 0.53048043 0.31556395 0.5521296 0.4022962 0.5184272 0.50786644 0.4838824 ] [-0.02828361] [ 0.69544236 0.62111877 0.54834404 0.36083555 0.34528052 0.42556871 0.47816082 0.42375109 0.53116522 0.5617526 ] [ 0.6427018] [ 0.14268202 0.60468596 0.43172622 0.64280205 0.46334346 0.62612745 0.33004276 0.46748825 0.50987222 0.39676524] [-0.02944391] [ 0.34269757 0.29637755 0.63901777 0.41920196 0.56739187 0.64615743 0.48569766 0.53203077 0.39945632 0.40614943] [ 0.32672335] [ 0.15916636 0.54828301 0.4232175 0.42058616 0.45543284 0.71176967 0.38942269 0.30604898 0.49626712 0.54380469] [-0.53226014] [ 0.32357366 0.67230963 0.4098136 0.59700909 0.34877245 0.51029269 0.36328043 0.44447872 0.58564898 0.61018493] [-0.49998648] [ 0.33263277 0.42921607 0.63579792 0.35384502 0.4390923 0.49693022 0.56330208 0.46694081 0.46982529 0.40088 ] [ 0.05459991] [ 0.53861879 0.50335833 0.531841 0.37064319 0.36534361 0.45220702 0.54626227 0.61686817 0.52522521 0.3588879 ] [-0.15057775] [ 0.49678786 0.51250383 0.60017445 0.56828935 0.56117856 0.45143227 0.45024164 0.50441974 0.54386801 0.53492288] [-0.20713819] [ 0.29572232 0.71185762 0.42571021 0.68338904 0.32406683 0.63079416 0.30763072 0.52540755 0.54575284 0.64135099] [ 0.30908571] [ 0.2373348 0.60994292 0.51290736 0.55894115 0.61808774 0.77488956 0.42376309 0.40169125 0.49705229 0.60909849] [ 0.21440055] [ 0.24704966 0.76509155 0.31871638 0.77670201 0.41227635 0.70466417 0.45761266 0.48492911 0.57985333 0.69779559] [-0.24049076] [ 0.39719634 0.5737993 0.50757898 0.66882275 0.51239166 0.6061465 0.43098292 0.56497724 0.39267695 0.50602516] [-1.58364026] [ 0.53046319 0.49556042 0.45877252 0.42269707 0.35774473 0.23174716 0.52253178 0.58102061 0.61091675 0.22860458] [-0.2503619] [ 0.32754569 0.45036596 0.44749365 0.50079843 0.48859523 0.75603915 0.39258569 0.63392403 0.48758779 0.44080801] [-0.12273824] [ 0.32487615 0.64573835 0.48615304 0.50194641 0.43343435 0.74879376 0.51358515 0.45836182 0.54746526 0.65598053] [ 0.51665383] [ 0.73096704 0.51798798 0.57492174 0.38201352 0.22150675 0.26800103 0.57125688 0.66429003 0.59922433 0.27553951] [-0.07627163] [ 0.36553247 0.48615161 0.52460528 0.57097175 0.45504643 0.67847078 0.4137062 0.42520494 0.44638372 0.58071867] [-0.11329985] [ 0.45080348 0.61822891 0.56981165 0.59822071 0.34961305 0.43301819 0.41118239 0.58445215 0.57268914 0.40578241] [-0.40906089] [ 0.83702433 0.56438008 0.52009645 0.30889769 0.29688901 0.33159995 0.52051241 0.50183421 0.63955787 0.38145105] [-1.09583651] [ 0.229924 0.71251897 0.44077913 0.54515568 0.29207686 0.39981697 0.45027729 0.61096112 0.67220535 0.29705226] [-0.19410994] [ 0.33679651 0.24388466 0.61462595 0.28243525 0.48667512 0.64170312 0.45776171 0.36634351 0.32156734 0.3186313 ] [ 0.07066844] [ 0.21350255 0.28092933 0.73003386 0.39452513 0.5383784 0.72570192 0.37178746 0.27420369 0.29350521 0.38997447] [-0.08041373] [ 0.29483085 0.30837343 0.64982731 0.34025321 0.56719013 0.7723459 0.38631837 0.4679847 0.32546783 0.50244757] [-0.52926836] [ 0.58938507 0.52890833 0.6301673 0.45361362 0.44145117 0.41443642 0.48440634 0.62544859 0.5411814 0.5112156 ] [ 0.44845542] [ 0.59916188 0.69128098 0.47402547 0.45172832 0.2723239 0.34542067 0.53059054 0.59936683 0.60093057 0.54258467] [ 1.46737272] [ 0.50539709 0.66965096 0.47524301 0.46261174 0.23755121 0.45180209 0.43523479 0.664606 0.51517282 0.40926861] [-0.45310616] [ 0.31770689 0.54143481 0.48452986 0.48777586 0.48565951 0.60620276 0.44518246 0.430109 0.53886849 0.36555243] [-0.29298444] [ 0.41254966 0.51120489 0.5865231 0.31791789 0.45817601 0.56065493 0.54361391 0.61607818 0.4050462 0.47543797] [ 0.44534797] [ 0.17114797 0.54604851 0.38151347 0.63414529 0.52205346 0.76617041 0.37183675 0.47590098 0.38379604 0.61445232] [ 0.06006114] [ 0.75990839 0.54768447 0.58465114 0.37512515 0.4346286 0.46346365 0.64763111 0.55491624 0.56712776 0.44023068] [ 0.2616843] [ 0.31593925 0.66067067 0.3711964 0.72201696 0.2949089 0.64391874 0.34713653 0.33128032 0.5218327 0.58442307] [ 0.48285955] [ 0.56923064 0.55423397 0.51423151 0.40723896 0.34170477 0.48244324 0.41653136 0.6419921 0.63789607 0.39339454] [-0.47067181] [ 0.6582909 0.56655993 0.64216251 0.38240476 0.57233331 0.52606204 0.51126087 0.46118527 0.52302155 0.62860639] [ 0.10327159] [ 0.24503688 0.70862277 0.39532467 0.66270291 0.38134863 0.74418623 0.2986545 0.56639112 0.51232116 0.67415427] [-0.28489466] [ 0.35699195 0.22547207 0.69096748 0.21600997 0.56841801 0.64558436 0.46360036 0.354008 0.28401657 0.39343312] [-0.20192773] [ 0.72666806 0.53097851 0.54950858 0.62531348 0.42967718 0.3024681 0.56462583 0.62896494 0.55586941 0.59487404] [-0.62612745] [ 0.6706833 0.44298776 0.60824157 0.38567811 0.51301349 0.59143587 0.54131874 0.46170051 0.49643807 0.47792565] [-0.03661414] [ 0.37061301 0.43817581 0.45035461 0.4346613 0.42671815 0.7830112 0.33860039 0.64480372 0.41840643 0.47677418] [-0.24281317] [ 0.61580055 0.60724888 0.49779255 0.47786113 0.29609001 0.40745783 0.47485517 0.5664702 0.51461096 0.54349003] [-0.30288222] [ 0.44746462 0.67983295 0.38733528 0.67694882 0.59150956 0.67576909 0.3843474 0.52573952 0.47077769 0.54750485] [-1.07262129] [ 0.20580214 0.44925173 0.50912557 0.54941545 0.39322456 0.54348087 0.49584422 0.73351921 0.35301415 0.26241255] [-0.58358111] [ 0.50862599 0.66403752 0.39057026 0.56715953 0.34189502 0.59060743 0.35355753 0.4368341 0.50770443 0.59356659] [ 0.70371713] [ 0.66118634 0.60328703 0.50160751 0.56374448 0.33444116 0.5112302 0.48674893 0.57731047 0.50090265 0.55139148] [-0.53421619] [ 0.58638048 0.67639788 0.46061415 0.43475357 0.37243049 0.35629465 0.44806681 0.551246 0.58926032 0.45635593] [-0.23858534] [ 0.43824695 0.55448045 0.48649234 0.31171369 0.42769591 0.62497882 0.41569312 0.51709077 0.48635953 0.49189987] [ 0.65016219] [ 0.2844761 0.57233152 0.43341195 0.4491801 0.37561984 0.39523705 0.41768053 0.62657944 0.50895506 0.33484522] [-0.17653461] [ 0.63033737 0.56628929 0.5818375 0.32964318 0.47502669 0.54602137 0.5345123 0.57358641 0.65025716 0.46584136] [-0.76638573] [ 0.34575523 0.4243889 0.56395673 0.42250896 0.44513958 0.50745108 0.47810625 0.53496229 0.55651673 0.39740137] [ 0.13507977] [ 0.25171578 0.65037854 0.45100221 0.64378871 0.38047312 0.72242832 0.51673628 0.56831176 0.47468889 0.69505847] [ 0.08708304] [ 0.47372416 0.21540756 0.62151812 0.37094017 0.59109801 0.63048462 0.43657992 0.48491073 0.45497346 0.31793071] [ 0.24400569] [ 0.15022302 0.54791268 0.4472128 0.59076468 0.38698879 0.7843043 0.37389727 0.44127559 0.45911394 0.54297801] [-0.1252967] [ 0.47368238 0.60278091 0.49777987 0.59479883 0.54387087 0.75837348 0.32327921 0.56781165 0.43105767 0.67192135] [ 1.68582929] [ 0.58016049 0.63951358 0.51032154 0.40039668 0.32015231 0.4961465 0.49889685 0.52417887 0.49298262 0.42266533] [ 0.41878514] [ 0.60498164 0.64090659 0.53288335 0.43233089 0.41599485 0.59826441 0.56031832 0.60088875 0.54489343 0.51186284] [ 0.52597199] [ 0.75067252 0.81673361 0.50718449 0.31873521 0.3131626 0.34325789 0.63384398 0.71517725 0.73271576 0.56423522] [-0.21791627] [ 0.74101941 0.55014083 0.60457084 0.43147221 0.51979772 0.43103724 0.51902907 0.51109855 0.59460613 0.42821601] [ 0.41158856] [ 0.28298528 0.65225264 0.4569526 0.66380701 0.36373813 0.74438149 0.41309367 0.43434843 0.53084715 0.62308677] [-0.6206216] [ 0.59303623 0.53899982 0.568097 0.35972295 0.48015722 0.55942499 0.43728943 0.65139585 0.61485177 0.5970521 ] [ 0.12108062] [ 0.37227284 0.67014366 0.45121699 0.73654522 0.45487867 0.63432134 0.4334885 0.51295206 0.58921266 0.79322477] [-0.0275266] [ 0.39028969 0.51519452 0.52494379 0.6625033 0.54773501 0.75601264 0.42628335 0.49292658 0.49548002 0.56241254] [-0.2981739] [ 0.53083163 0.57854271 0.56418679 0.5619763 0.45637777 0.68840989 0.44964568 0.53590228 0.50687785 0.60295512] [-0.34938645] [ 0.40642999 0.71892792 0.39408423 0.64720476 0.34462904 0.59889694 0.4204314 0.54791944 0.52104906 0.62702885] [-0.36208026] [ 0.69273631 0.49991817 0.56558103 0.37489855 0.35976564 0.32850577 0.50837918 0.51081221 0.48486205 0.40114867] [ 0.32059266] [ 0.29193895 0.43559735 0.5626728 0.27532858 0.51884565 0.74407773 0.39159613 0.39962948 0.34895293 0.52666452] [ 0.51023866] [ 0.30629264 0.58395417 0.42195654 0.55000493 0.36827928 0.64007271 0.40757059 0.67726336 0.53048463 0.42270018] [ 0.24410138] [ 0.24314481 0.44598374 0.53572046 0.39654642 0.44900368 0.6534984 0.34229836 0.44367049 0.43790098 0.44994579] [-0.20461637] [ 0.30904028 0.5218898 0.55625496 0.44935568 0.41110038 0.60147424 0.58877746 0.58749718 0.43528209 0.46530856] [ 0.39855416] [ 0.76363992 0.62820014 0.55277773 0.33307307 0.3507857 0.3801135 0.63243752 0.51090968 0.64675715 0.49951971] [-0.04603572] [ 0.25428612 0.34008802 0.66393439 0.53664965 0.42080143 0.66468032 0.34547812 0.3714104 0.31542532 0.49037755] [-0.12166899] [ 0.23732674 0.58869715 0.43645924 0.53067136 0.42051551 0.59073238 0.42376743 0.56949352 0.44492025 0.43898207] [ 0.20191929] [ 0.1452774 0.61387241 0.50427403 0.62418473 0.45758208 0.65616243 0.37271101 0.3940364 0.49321221 0.57178057] [ 0.17633844] [ 0.76777945 0.49871014 0.5754922 0.36412988 0.38064422 0.36169035 0.46905165 0.48267004 0.48691997 0.51998392] [ 0.32658626] [ 0.8363334 0.41870926 0.69216274 0.17005363 0.42043139 0.31590978 0.67154754 0.55999693 0.60599333 0.36317571] [ 0.46902759] [ 0.6091524 0.60139496 0.4927701 0.50456812 0.36135442 0.34364482 0.49768297 0.49804828 0.59183559 0.40179617] [ 1.00837435] [ 0.48418458 0.55813716 0.42702782 0.56461371 0.33094221 0.52282414 0.48337782 0.58934347 0.58356138 0.38670846] [-0.78203543] [ 0.4354461 0.4733147 0.56444092 0.42771331 0.37270764 0.55815728 0.43526266 0.64167072 0.55878016 0.35817396] [ 0.02502033] [ 0.32330355 0.6647605 0.46131036 0.64090844 0.37438658 0.68238086 0.41543203 0.34960973 0.56008727 0.623198 ] [-0.22103644] [ 0.3011188 0.75451656 0.35648633 0.650084 0.39959589 0.62840237 0.29132605 0.57628456 0.56599308 0.70144445] [-0.10049271] [ 0.41966936 0.75104967 0.39315496 0.67584309 0.24321252 0.67942419 0.38433045 0.41190006 0.57617594 0.65504998] [ 0.06392672] [ 0.60652281 0.39606033 0.52953394 0.34239714 0.33372806 0.41854582 0.58749927 0.59831051 0.43506305 0.26328453] [ 0.35891412] [ 0.18512813 0.71578837 0.38796343 0.6925217 0.50292386 0.6778432 0.33831497 0.41339149 0.46228564 0.63935871] [ 0.28494164] [ 0.61696311 0.52357943 0.62003257 0.39530567 0.31929564 0.31924691 0.56107153 0.63779679 0.58618324 0.2522103 ] [ 0.38756345] [ 0.18619552 0.64812408 0.46947037 0.57348817 0.45930518 0.76144175 0.42318597 0.41384942 0.50676618 0.64682136] [-0.46134071] [ 0.42851535 0.57253787 0.56092776 0.35284339 0.46523057 0.43222012 0.41554645 0.5880849 0.50578869 0.56659646] [ 1.64591509] [ 0.76566174 0.48919293 0.58703054 0.41138804 0.27623092 0.2675379 0.61952802 0.76357789 0.54295621 0.19524964] [-0.04937697] [ 0.30762955 0.40288308 0.51923567 0.5148308 0.59451023 0.70248219 0.43946877 0.47474092 0.45372558 0.56215784] [-1.46095302] [ 0.3992862 0.71085684 0.45408855 0.5550215 0.23914691 0.436978 0.43913115 0.6689988 0.52143246 0.32488945] [-1.19122168] [ 0.23952583 0.71499442 0.43920832 0.54761882 0.28856889 0.39678603 0.45354206 0.61411831 0.67593104 0.29761873] [-0.53636879] [ 0.74134438 0.64100495 0.61644314 0.32524945 0.42426497 0.50246971 0.57406605 0.59550339 0.67300058 0.51809718] [-0.48949347] [ 0.54277664 0.64719421 0.38487133 0.46869716 0.53954385 0.56545602 0.41850194 0.36910039 0.5175178 0.63033595] [ 0.51607328] [ 0.15283221 0.53570755 0.33898736 0.60857271 0.47648771 0.7473298 0.3721505 0.38237079 0.29870191 0.54796779] [-0.2962335] [ 0.28030326 0.27690481 0.67380802 0.31511594 0.48242385 0.58392248 0.46417956 0.33618542 0.36481595 0.27096872] [-0.35820877] [ 0.31467418 0.4120375 0.50505262 0.34623002 0.40878605 0.62054068 0.39864832 0.50928565 0.3615939 0.38838823] [-0.43803725] [ 0.32605237 0.55041666 0.52793143 0.45156899 0.42441519 0.57708103 0.35685452 0.48566488 0.51833668 0.49622242] [-0.63282123] [ 0.33709812 0.7320332 0.30380366 0.74066887 0.37121074 0.53563733 0.46836786 0.45828052 0.51126349 0.42972014] [-0.29399005] [ 0.44443514 0.56264756 0.45915779 0.47503887 0.37379494 0.51170957 0.47249521 0.29425073 0.6027349 0.48628746] [-0.18600214] [ 0.53618891 0.5329152 0.58556205 0.2476205 0.42601861 0.44487886 0.48124233 0.48916481 0.57342145 0.36750349] [ 0.50137055] [ 0.6819133 0.61678514 0.56653659 0.53401907 0.35876002 0.49279588 0.44895443 0.71003379 0.53393824 0.40548878] [-0.53751745] [ 0.38250176 0.65684634 0.42125655 0.63641934 0.32905591 0.49812786 0.31790031 0.45469185 0.47307399 0.58991448] [-0.72852654] [ 0.58218012 0.71088392 0.48591894 0.57666405 0.39003245 0.61300073 0.42789891 0.56322432 0.58103906 0.5591911 ] [-0.30993286] [ 0.35005921 0.67677487 0.31586949 0.70039577 0.420041 0.67222823 0.40113992 0.53106526 0.49452071 0.54333051] [ 0.12332477] [ 0.1504328 0.65410955 0.42134273 0.59906624 0.40153148 0.73281479 0.32542217 0.41755553 0.48284173 0.49059142] [ 0.1231382] [ 0.37060708 0.63054523 0.42821857 0.5839217 0.52924463 0.68941202 0.38060747 0.49249131 0.37976478 0.74051665] [-0.89688273] [ 0.35796861 0.37931324 0.46897422 0.51491933 0.47276032 0.46745755 0.40627271 0.49226042 0.41716941 0.36387982] [-1.42567685] [ 0.51206761 0.41718057 0.55730205 0.41000121 0.35226177 0.43179381 0.48394715 0.72006093 0.54211573 0.25881398] [ 0.08773982] [ 0.23217989 0.47097775 0.52318534 0.41969249 0.52046226 0.73587079 0.40298476 0.41125443 0.38574476 0.48467 ] [-0.04092139] [ 0.41234815 0.7631418 0.48807194 0.56813789 0.40582619 0.72126891 0.51338187 0.45382542 0.66179577 0.68656775] [ 0.52548552] [ 0.66423807 0.57996143 0.5568978 0.50238897 0.41541706 0.31107072 0.54195586 0.69996689 0.5664164 0.42068304] [ 0.73531846] [ 0.10416324 0.60164367 0.43622897 0.64379131 0.53209836 0.81660018 0.39450966 0.32074908 0.48091582 0.58280249] [-0.31154637] [ 0.57572801 0.59596819 0.50334708 0.55837885 0.48184743 0.52406768 0.38827138 0.57621742 0.60929317 0.41318738] [-0.09340358] [ 0.40321809 0.44909165 0.56141606 0.3898487 0.48097246 0.56313075 0.56201228 0.53590177 0.39479617 0.43476709] [-0.65126992] [ 0.38351201 0.56659588 0.47755367 0.37061421 0.37780362 0.47351782 0.57355537 0.72854797 0.48121739 0.29918712] [-0.24326918] [ 0.32149915 0.38508804 0.58098701 0.34806623 0.51133981 0.63942874 0.43826567 0.46842714 0.54050211 0.46816221] [ 0.50399914] [ 0.27732547 0.56768865 0.45290251 0.71355877 0.6684938 0.71736963 0.39632009 0.36527287 0.3265697 0.57755099] [-0.48313931] [ 0.51551836 0.60629582 0.53821346 0.37791331 0.48702661 0.40950534 0.56491666 0.48472875 0.60806556 0.41163779] [ 1.89318023] [ 0.75568508 0.47116603 0.57494798 0.41554914 0.22042088 0.3194124 0.50501632 0.69036089 0.55514611 0.27604945] [ 0.3331857] [ 0.1864489 0.41522666 0.56238379 0.54989103 0.4616225 0.72496816 0.37830373 0.35025579 0.39069864 0.58637802] [-0.32783199] [ 0.55824409 0.50559463 0.60038206 0.38819024 0.53787454 0.51936016 0.4854632 0.53779893 0.491912 0.47701543] [ 0.49098414] [ 0.19012588 0.38361627 0.67056998 0.48467982 0.49425872 0.7534141 0.34280321 0.31750841 0.2960606 0.61690002] [-0.16438622] [ 0.58419717 0.61820555 0.55220745 0.49501283 0.32394272 0.36191803 0.48980803 0.52251458 0.6257425 0.38392239] [ 0.14627533] [ 0.26404744 0.60477859 0.35594332 0.6779516 0.55105197 0.60392432 0.43396551 0.42588378 0.30385451 0.59593686] Progress: 68.0% ... Training loss: 0.301 ... Validation loss: 0.475[-0.16734268] [ 0.73580804 0.57097094 0.43733839 0.49319206 0.31693077 0.26609257 0.48948137 0.45438984 0.56817731 0.50228466] [-0.72833299] [ 0.7203654 0.55415209 0.52144555 0.42465923 0.224567 0.26634713 0.51905523 0.60931697 0.65552178 0.25888584] [-0.30248449] [ 0.66279276 0.40109147 0.55504795 0.41373554 0.35830546 0.42583935 0.42471761 0.52321454 0.52312847 0.3757905 ] [ 0.81088429] [ 0.62326647 0.52752204 0.527508 0.41720562 0.36138719 0.3604699 0.50258756 0.52131987 0.52547498 0.42568655] [-0.70569378] [ 0.70334414 0.6279571 0.48752395 0.49449604 0.28225518 0.50594643 0.48975497 0.4166252 0.55951469 0.50354124] [-0.09507789] [ 0.54223888 0.47554262 0.55308237 0.4078855 0.4806953 0.65459432 0.43017188 0.56657381 0.59062186 0.43708703] [ 0.01827141] [ 0.43983953 0.59916927 0.51048631 0.36738332 0.23338286 0.40254126 0.53316958 0.66268775 0.67221735 0.26578567] [ 0.39388797] [ 0.28440926 0.38014962 0.64436189 0.41123515 0.51718233 0.74204428 0.34177397 0.37035512 0.37294985 0.57861419] [-1.04747229] [ 0.78641127 0.46214563 0.55473859 0.29756889 0.39134285 0.32654588 0.63138091 0.50668513 0.6035562 0.43691075] [ 0.21911404] [ 0.25693724 0.53997929 0.61440111 0.39738161 0.46237393 0.64818399 0.47084469 0.39766067 0.56955463 0.4893919 ] [ 0.05953451] [ 0.60821516 0.44797792 0.58653492 0.4298564 0.58453684 0.50850168 0.59224406 0.49248591 0.46947644 0.37125361] [-0.0146977] [ 0.36584621 0.65855872 0.38878117 0.584572 0.31454687 0.58645085 0.43101067 0.44150539 0.53127111 0.57334352] [ 0.38858797] [ 0.16357301 0.51844533 0.48230201 0.44300163 0.46375045 0.71389065 0.35138607 0.38224768 0.44821823 0.49695874] [-0.21438777] [ 0.74043239 0.53824736 0.50563426 0.22552817 0.39901978 0.3477849 0.60338612 0.65645777 0.53699109 0.38484324] [-0.60397082] [ 0.4300025 0.48922773 0.5189386 0.46831296 0.3347769 0.45200291 0.39752206 0.45950883 0.42966348 0.42678248] [ 0.69771432] [ 0.6297789 0.38119129 0.57413559 0.34401851 0.30121264 0.27127274 0.63680329 0.75516914 0.49760032 0.17292484] [-0.47786575] [ 0.55197892 0.62532849 0.45099212 0.55570436 0.259757 0.5572822 0.44125324 0.44887611 0.57944582 0.51692753] [-1.55822823] [ 0.61055274 0.61914263 0.46052376 0.44667389 0.29695075 0.24974771 0.51227861 0.64010296 0.65465748 0.2857294 ] [-0.23191176] [ 0.60329945 0.70425043 0.47866315 0.34658707 0.39801265 0.52460513 0.51288339 0.65426465 0.54164513 0.53612176] [ 0.28808954] [ 0.23445789 0.52557738 0.62566607 0.42431865 0.44823964 0.60988838 0.36221952 0.41002336 0.5289156 0.40722473] [ 1.79349713] [ 0.69847792 0.42185375 0.60428727 0.32507078 0.35990472 0.30610003 0.50852942 0.52553237 0.43494696 0.40396353] [-1.06541164] [ 0.47375623 0.5061826 0.6624427 0.20860625 0.38261972 0.40249883 0.5152202 0.52502437 0.53742179 0.35173049] [ 0.18946015] [ 0.236274 0.5942066 0.47802815 0.60216823 0.30366748 0.72511943 0.34220234 0.56007112 0.53337993 0.4883623 ] [ 0.00562616] [ 0.5600604 0.66019785 0.56711384 0.45283504 0.41020794 0.50113823 0.54064521 0.6385194 0.6364995 0.4743033 ] [-0.39429685] [ 0.50455864 0.18214728 0.76629091 0.19872616 0.53718042 0.45466333 0.5371732 0.52751784 0.40106233 0.28683663] [-0.57007747] [ 0.78575935 0.40784696 0.60543229 0.32945643 0.43636123 0.47125631 0.54392393 0.61347149 0.42108376 0.45175795] [ 0.2014014] [ 0.24436323 0.26076907 0.66082056 0.42838495 0.49880786 0.61310473 0.41753678 0.38559196 0.34831334 0.41844383] [-0.29061634] [ 0.48562355 0.68781142 0.37912565 0.66934211 0.41215412 0.60265844 0.4092146 0.40370623 0.59253297 0.52472407] [-0.13323286] [ 0.46722507 0.64833299 0.50867528 0.4859982 0.4226831 0.72001651 0.498393 0.46281924 0.45309862 0.64853124] [ 0.42272556] [ 0.67862517 0.62391057 0.49525559 0.4949021 0.28351296 0.36099692 0.51358024 0.50600032 0.61045286 0.53875312] [-0.11913638] [ 0.2879473 0.24054723 0.66467596 0.34814192 0.61997992 0.56241316 0.35766116 0.42394493 0.30323814 0.51406915] [ 0.13121055] [ 0.40251613 0.5228969 0.55711507 0.46189124 0.29725629 0.51537163 0.44149554 0.52862976 0.58623769 0.33846552] [ 0.4406749] [ 0.18322296 0.60076011 0.51426304 0.40306617 0.50843396 0.71398156 0.38869178 0.38027396 0.4479364 0.62252223] [-0.47092746] [ 0.60829729 0.67652484 0.41312015 0.4053653 0.31891151 0.50466791 0.49782224 0.49245145 0.61237899 0.50348533] [ 0.68909393] [ 0.3529256 0.643775 0.5042859 0.38210504 0.41126975 0.36841649 0.46079615 0.62666358 0.62700723 0.4140886 ] [-0.1405013] [ 0.25610232 0.40702324 0.64489838 0.36875834 0.4744602 0.55650088 0.40786224 0.40317078 0.43971177 0.47848441] [ 0.75463395] [ 0.57909919 0.63394823 0.46075994 0.54392093 0.36332605 0.32225862 0.5703562 0.69828751 0.69687072 0.26243299] [-0.90414939] [ 0.34083263 0.42357475 0.52478071 0.34045963 0.51305118 0.52579846 0.47400467 0.54697637 0.50309356 0.34608129] [-0.51483957] [ 0.33222778 0.67017828 0.32542508 0.54402115 0.39857028 0.7011714 0.38654924 0.71672928 0.61341492 0.44361135] [ 0.10982503] [ 0.30690905 0.65431964 0.46857499 0.64040361 0.30112558 0.58816334 0.50327329 0.5884903 0.49635904 0.47100945] [-0.00542664] [ 0.18093324 0.490938 0.44504035 0.65971575 0.41327253 0.65041539 0.52050051 0.53834578 0.44740548 0.48473953] [-0.69738839] [ 0.38750392 0.76349856 0.29538684 0.66632633 0.34076383 0.54026621 0.49151987 0.50111199 0.51253987 0.48759897] [ 0.35640759] [ 0.23902673 0.44593518 0.53437905 0.39847746 0.45166932 0.66120441 0.33988235 0.43780769 0.43510723 0.45421004] [-0.67156188] [ 0.80021258 0.62027701 0.62469743 0.35204305 0.46447973 0.44447507 0.52008502 0.61725942 0.66345925 0.5021532 ] [ 0.13751408] [ 0.37622679 0.4677899 0.65973548 0.40495106 0.5423479 0.54520639 0.40909439 0.48585045 0.51177158 0.60730809] [-0.26892115] [ 0.72810868 0.55174079 0.5737451 0.31610476 0.385087 0.50843355 0.49407553 0.56939936 0.64810671 0.47444836] [-0.72569698] [ 0.73557284 0.73295291 0.48214496 0.32199987 0.33704684 0.37679324 0.48768605 0.58106705 0.72098707 0.53646303] [-0.41291985] [ 0.4502893 0.46101741 0.4965888 0.36483046 0.32165163 0.43804274 0.52515213 0.68164356 0.43607985 0.33171019] [ 0.32618809] [ 0.73065265 0.55982319 0.63131044 0.26448899 0.39555637 0.49293102 0.62873278 0.55097231 0.53267066 0.433688 ] [ 0.84838337] [ 0.09610133 0.62044003 0.43948289 0.53435252 0.53117051 0.83331241 0.39908681 0.33473705 0.4526322 0.63652338] [ 0.43965267] [ 0.58445637 0.69688563 0.45808544 0.47637909 0.29730363 0.51348397 0.42525691 0.63913517 0.55128394 0.53536346] [-0.0413043] [ 0.45471107 0.5936939 0.50073871 0.5063929 0.38301669 0.37847452 0.47445171 0.47893405 0.56379449 0.54613043] [ 0.51611506] [ 0.60783132 0.33198709 0.49941754 0.49759819 0.41553316 0.33340873 0.46283382 0.4395085 0.41807935 0.34532303] [ 0.5644511] [ 0.80939872 0.4273571 0.54079689 0.47479856 0.34329595 0.35558062 0.54789767 0.42829477 0.61726548 0.47585733] [ 0.95933805] [ 0.55930135 0.50842832 0.57464944 0.42600662 0.39439239 0.43679797 0.43418466 0.53312905 0.49256811 0.322871 ] [-0.12389324] [ 0.48619239 0.69039141 0.4196432 0.661556 0.26065079 0.71868419 0.33986015 0.4291502 0.51849661 0.64936616] [ 1.7133658] [ 0.76131652 0.51176323 0.55055042 0.34967874 0.24194171 0.20809611 0.52490849 0.624301 0.59780926 0.33746904] [-0.34904488] [ 0.28438746 0.5189783 0.36111166 0.63215015 0.41413411 0.6740768 0.36124843 0.53663315 0.48447352 0.34317167] [ 0.6900983] [ 0.73109623 0.41684781 0.64969007 0.28015289 0.37847739 0.34436995 0.62460792 0.70085961 0.45118676 0.28706732] [ 0.41712788] [ 0.16610312 0.24215057 0.73367719 0.46433016 0.55106082 0.82120958 0.44737833 0.34314376 0.32663028 0.49256184] [-0.11648369] [ 0.38207775 0.56401302 0.38317459 0.50421877 0.38021083 0.44565569 0.43097942 0.49441236 0.55753833 0.44520497] [ 0.21511967] [ 0.25423965 0.44577952 0.63617702 0.50168742 0.39300044 0.70437133 0.36885364 0.36207384 0.3937944 0.45779998] [ 0.03322711] [ 0.48490618 0.56134956 0.59098194 0.5162668 0.51230863 0.73083599 0.49321642 0.40956848 0.481709 0.60034925] [ 0.04963267] [ 0.26806405 0.73850656 0.30172688 0.64107533 0.39292064 0.62418421 0.35413866 0.47637803 0.51746486 0.60030495] [ 0.01148292] [ 0.36007539 0.63945154 0.49459202 0.56564545 0.41474163 0.71031899 0.47016381 0.35226327 0.63447507 0.64515389] [ 0.05555443] [ 0.22814362 0.45826474 0.50349226 0.47813436 0.44168278 0.62760246 0.32206296 0.51349006 0.44780223 0.37986143] [ 0.00067903] [ 0.61889855 0.61111433 0.55882455 0.35433942 0.38280066 0.39492111 0.6260149 0.48005669 0.62324063 0.50121547] [-0.05769044] [ 0.25539323 0.33323302 0.63920737 0.41257938 0.46699776 0.67011429 0.41173105 0.38789457 0.37001277 0.43266605] [-0.21828211] [ 0.39173804 0.8145352 0.39341619 0.60550987 0.46381214 0.68085423 0.41246784 0.49411312 0.60689576 0.62935093] [ 0.52734405] [ 0.30635907 0.66408646 0.52360368 0.43067632 0.33703678 0.57635981 0.40469769 0.5779439 0.51904938 0.42585325] [-0.51158656] [ 0.44264474 0.51352822 0.64199584 0.35231343 0.56630465 0.62444123 0.49528423 0.42490352 0.52555149 0.52137412] [-0.08555695] [ 0.3594657 0.35910534 0.67078837 0.35482756 0.56508036 0.61405225 0.4143392 0.5487005 0.4869766 0.42567339] [-0.00401306] [ 0.30274934 0.42580483 0.62425801 0.35612377 0.51155299 0.74218677 0.32789864 0.42840633 0.37211771 0.53682249] [-0.64523831] [ 0.40065391 0.66985384 0.37012084 0.65352189 0.25291575 0.47174205 0.49060523 0.5518276 0.57770906 0.50019618] [ 0.31569617] [ 0.29349458 0.56087511 0.53679469 0.52671915 0.43174075 0.71519988 0.41977655 0.4499273 0.35916766 0.53955302] [-0.47678335] [ 0.56352567 0.76568797 0.43859761 0.34843203 0.28593462 0.38034871 0.49569318 0.60743553 0.58665577 0.52396988] [-0.46500084] [ 0.68041622 0.61995322 0.47950533 0.49189458 0.27459074 0.44886884 0.4616698 0.4510625 0.51132171 0.59797441] [-0.5149724] [ 0.3547181 0.71419051 0.5556782 0.55327563 0.36110967 0.64756227 0.45487525 0.48408585 0.5332084 0.49009207] [ 0.71890049] [ 0.43650299 0.71944251 0.36239633 0.5625847 0.22584638 0.43281089 0.51193633 0.60504641 0.65397249 0.44455977] [-0.43402235] [ 0.37850617 0.65681289 0.42019568 0.63799855 0.33087217 0.50304675 0.31661801 0.45007824 0.47119836 0.59322568] [-0.49118168] [ 0.42831893 0.73964464 0.48055131 0.63550454 0.44342861 0.63298186 0.43090791 0.46415266 0.66590572 0.54596447] [-0.49064159] [ 0.64617671 0.32550053 0.7037205 0.26367125 0.58448978 0.59881043 0.48687263 0.41598631 0.49965738 0.48192542] [-0.74060582] [ 0.63654764 0.48080979 0.6056382 0.17055671 0.65160687 0.59060097 0.56747374 0.46803177 0.4153316 0.61904132] [-0.56407742] [ 0.7868674 0.64346556 0.62063676 0.28124208 0.39946105 0.35513077 0.67128965 0.5868772 0.66721556 0.39787522] [-0.24764024] [ 0.46113395 0.72855496 0.3571305 0.61115744 0.33497674 0.46365229 0.38920961 0.51022983 0.62780053 0.50380774] [ 0.03093224] [ 0.3862449 0.4119445 0.65118874 0.30576404 0.64894246 0.60229388 0.48101129 0.23234271 0.30143263 0.59432927] [-0.13203739] [ 0.49614654 0.64642012 0.43711271 0.66501532 0.31232601 0.65609641 0.39552126 0.36909535 0.5553566 0.59825668] [-0.15863614] [ 0.41603587 0.59823414 0.50491253 0.49725462 0.32009262 0.56447227 0.41345067 0.51278408 0.61369638 0.42470834] [-0.74468149] [ 0.54902875 0.50418887 0.58396443 0.42701949 0.41309919 0.46204754 0.57973683 0.49999018 0.45639791 0.42682236] [ 0.02010643] [ 0.36316634 0.57955611 0.49088477 0.55751215 0.44575836 0.68020496 0.42083844 0.42309493 0.49155881 0.61469575] [ 0.05185549] [ 0.59382917 0.76576221 0.31700213 0.53655253 0.23922898 0.65687657 0.39762165 0.50950951 0.60080495 0.61749586] [ 0.16483027] [ 0.24337347 0.70679523 0.44159248 0.59942655 0.34408616 0.60152872 0.52202566 0.59877295 0.52147327 0.51315239] [-0.48060601] [ 0.70143629 0.61717547 0.49461402 0.55207828 0.46076704 0.3742823 0.49950832 0.55033492 0.60915132 0.4129221 ] [ 0.25124292] [ 0.32903645 0.50952529 0.66762064 0.39968832 0.59051423 0.6987249 0.36405395 0.37585792 0.36821697 0.61231093] [ 0.06649144] [ 0.50321946 0.73760346 0.45276938 0.57378846 0.27357126 0.65018511 0.44965325 0.43590103 0.55757193 0.62312701] [ 0.08855411] [ 0.59251939 0.64532941 0.61677067 0.31811887 0.48439843 0.56989015 0.68687239 0.51897703 0.57517716 0.60498744] [-0.20075382] [ 0.38000411 0.67870196 0.56221955 0.61290441 0.45605027 0.68128037 0.41747746 0.52236786 0.49790072 0.58057868] [ 0.44097994] [ 0.37283139 0.39445311 0.56296913 0.55214596 0.49812365 0.42891339 0.46485373 0.49623521 0.45488603 0.41097466] [ 0.07073894] [ 0.40739577 0.59210387 0.36705871 0.6947598 0.50621212 0.71052988 0.41939616 0.46008533 0.44998172 0.60610484] [ 0.02602336] [ 0.53583737 0.68968865 0.50673838 0.61791334 0.39648682 0.62216545 0.48966127 0.6488721 0.58343403 0.59176795] [-0.14889243] [ 0.63588305 0.56787478 0.57460222 0.37780672 0.21189119 0.24127672 0.51744109 0.68185446 0.54540547 0.25716262] [ 0.29608486] [ 0.21039843 0.53598197 0.5289165 0.54606189 0.4518186 0.62922253 0.43476356 0.35141431 0.47384278 0.38274527] [-1.12916728] [ 0.42771857 0.55851668 0.4824467 0.3965552 0.4086652 0.56565802 0.52487961 0.68468923 0.61059269 0.55223298] [-0.16537914] [ 0.45886304 0.61133009 0.48494496 0.54782394 0.372598 0.59996879 0.42755448 0.32577991 0.54819525 0.70213601] [ 0.20022402] [ 0.1946634 0.59245361 0.51472075 0.56590719 0.32808482 0.71104393 0.42639589 0.44314721 0.50317383 0.42558287] [ 1.13612495] [ 0.6131541 0.51598716 0.57709988 0.34319996 0.33732908 0.3215819 0.55584701 0.52578049 0.55512543 0.30761702] [ 0.13295142] [ 0.74569636 0.51807643 0.50726972 0.4977939 0.29201581 0.28815163 0.59590261 0.50116113 0.64758599 0.42925347] [-0.66816192] [ 0.14974941 0.6828091 0.38048901 0.61667963 0.39398095 0.57866353 0.45771109 0.58108593 0.57227094 0.37407603] [ 0.19617794] [ 0.24491757 0.61139652 0.4060774 0.50971249 0.36948897 0.72857081 0.33331934 0.48619404 0.43899345 0.5222 ] [-0.34712329] [ 0.53999473 0.58468916 0.39724749 0.55708191 0.35929351 0.50611442 0.43803434 0.40631457 0.49174315 0.46295873] [ 0.54496003] [ 0.48220678 0.3636139 0.65781814 0.42451125 0.55305113 0.60414825 0.42068881 0.40932472 0.37289014 0.46770229] [-0.22146874] [ 0.61312124 0.45254176 0.54707103 0.42831783 0.45841047 0.51026137 0.4321348 0.64704725 0.47154771 0.56812308] [-0.57340217] [ 0.76363933 0.80986588 0.50865871 0.34021424 0.37881166 0.49759158 0.61074043 0.5439931 0.62782442 0.69192821] [-0.43450094] [ 0.42368526 0.73542333 0.46963704 0.55312172 0.47202886 0.56513859 0.48521206 0.40435841 0.5078507 0.58557382] [ 0.40599523] [ 0.24143276 0.74957942 0.35396909 0.68210223 0.32304989 0.66486696 0.40958379 0.61079391 0.54086662 0.562942 ] [-0.36300432] [ 0.56014285 0.53102695 0.46200837 0.48156386 0.37574052 0.55860242 0.50729582 0.63711907 0.46795949 0.46242525] [-0.135032] [ 0.30977618 0.68296999 0.50676378 0.49624295 0.47340476 0.62305191 0.38045666 0.56733036 0.65362106 0.58360932] [-0.14490472] [ 0.52477119 0.67919183 0.38487517 0.45086599 0.29897144 0.48762537 0.4498916 0.48954239 0.529813 0.4332904 ] [ 0.18520028] [ 0.34809342 0.63503016 0.50477974 0.56720439 0.3293053 0.5752596 0.41940289 0.48953832 0.41814409 0.62652218] [ 0.19511065] [ 0.44595169 0.61802774 0.46967958 0.58081458 0.32145249 0.51817796 0.58650116 0.63263341 0.55221256 0.46007184] [ 0.38413985] [ 0.16877839 0.13298581 0.69822443 0.32996682 0.70598592 0.64995869 0.31314629 0.22648298 0.18172926 0.35980224] [ 0.25586088] [ 0.25118113 0.6531056 0.45356809 0.34723461 0.44689358 0.72401418 0.40677368 0.3926159 0.45389211 0.59032629] [-0.42415295] [ 0.39970476 0.75931335 0.3172347 0.60554884 0.31245994 0.54589492 0.58778384 0.74700349 0.59669592 0.36209742] [-0.10174116] [ 0.39714596 0.49341645 0.53746085 0.32546717 0.3356109 0.44288404 0.4547607 0.68677761 0.44872179 0.28049888] [-0.30231349] [ 0.37146658 0.45730874 0.6373846 0.40268951 0.47388571 0.57610596 0.43718921 0.44563307 0.46942859 0.51790931] [-0.54146354] [ 0.39769857 0.60959007 0.36932862 0.60099307 0.47321645 0.43532878 0.41056209 0.31215582 0.47291965 0.46796113] [ 0.99677479] [ 0.45748554 0.63867377 0.39821861 0.54351625 0.29941716 0.36864781 0.4310684 0.47965638 0.59016187 0.42814651] [-1.27731108] [ 0.33814597 0.61786988 0.43529168 0.52375635 0.31646863 0.37918912 0.44774341 0.61174381 0.67942398 0.27300201] Progress: 68.3% ... Training loss: 0.312 ... Validation loss: 0.498[-0.46305211] [ 0.58986689 0.56875443 0.50036442 0.5219162 0.42445199 0.4054222 0.4589495 0.54147413 0.50233222 0.44878949] [-0.57792573] [ 0.8035947 0.528947 0.52233557 0.4260343 0.27972428 0.42745262 0.49064268 0.46492914 0.62027163 0.43216732] [-0.05705296] [ 0.46928593 0.61686938 0.56605975 0.62236493 0.42310216 0.55756198 0.47405647 0.53175535 0.52497292 0.53804656] [-0.29300249] [ 0.326931 0.57013041 0.41464404 0.61770943 0.27807758 0.38298539 0.50456438 0.52843935 0.53708579 0.38057504] [ 0.65180548] [ 0.40817124 0.46926736 0.49536603 0.54494028 0.44016532 0.57101946 0.37155992 0.50436994 0.48706936 0.48832136] [-0.9316601] [ 0.59611385 0.56595388 0.48248833 0.51194767 0.52894031 0.37943215 0.47968841 0.57845108 0.52014758 0.41754632] [-0.09884527] [ 0.35237264 0.69554166 0.49361859 0.69710835 0.48889531 0.61404549 0.39969614 0.50908807 0.5554534 0.60986694] [-1.39743064] [ 0.63923724 0.48608427 0.60970445 0.1707425 0.39785163 0.45184651 0.57915293 0.75072385 0.613795 0.34467789] [ 1.39313633] [ 0.65584736 0.58162126 0.50929132 0.5069526 0.46444261 0.30972441 0.57313181 0.59897545 0.66132402 0.24804605] [-0.13026249] [ 0.27145197 0.64787172 0.45746484 0.56252104 0.40925439 0.49219559 0.44357445 0.6470839 0.62066328 0.37148565] [ 0.12695079] [ 0.26431697 0.59899081 0.42888073 0.57959698 0.38641457 0.82948545 0.30578418 0.63454082 0.51413938 0.58966857] [ 0.05927817] [ 0.41883855 0.72161769 0.40378522 0.65687223 0.42907574 0.74240159 0.37929871 0.53694949 0.58003914 0.63751181] [-0.44122586] [ 0.39333331 0.6121002 0.46718799 0.4557844 0.38390675 0.58345782 0.41275956 0.40895403 0.56339175 0.55565103] [ 0.19908058] [ 0.56889841 0.63989393 0.48680506 0.49913668 0.28791314 0.46693173 0.52937732 0.54812401 0.53587236 0.54526828] [-0.6447113] [ 0.54611767 0.50418088 0.58307779 0.42782558 0.41486918 0.46766195 0.57824105 0.49587288 0.45483091 0.43052654] [-0.30956734] [ 0.4491591 0.56823839 0.56241102 0.43073067 0.49073755 0.56466868 0.40501421 0.54665968 0.4948371 0.51940376] [ 0.90090297] [ 0.69280567 0.60952605 0.49597713 0.40823861 0.27553294 0.30952185 0.45511754 0.40343485 0.63434639 0.36281537] [-0.224527] [ 0.2344456 0.29932662 0.60086052 0.52855277 0.40966849 0.69743755 0.36479289 0.49849939 0.37558722 0.42760254] [ 0.04330617] [ 0.37947089 0.73468385 0.33845801 0.65524217 0.33208883 0.50143344 0.35806059 0.49951815 0.61752984 0.51578448] [-0.27904895] [ 0.73468 0.29363493 0.65798501 0.34505751 0.49955705 0.42475664 0.53052153 0.51263075 0.40713436 0.42382199] [ 0.2958832] [ 0.35615672 0.76255447 0.41097609 0.64388915 0.5078639 0.7497567 0.32493648 0.53560476 0.50597413 0.71972661] [ 0.14782721] [ 0.22203659 0.53658665 0.45407888 0.49960327 0.51130742 0.62826008 0.38596092 0.31925693 0.39451498 0.49127182] [-0.28133037] [ 0.22406433 0.54520263 0.57059294 0.49040809 0.37986255 0.52203982 0.44934825 0.41724106 0.48757672 0.41193992] [ 0.55193075] [ 0.48076789 0.5140257 0.56994298 0.43577902 0.34680844 0.4382381 0.47290545 0.6196417 0.6140027 0.36261323] [-0.32500058] [ 0.31952861 0.63964261 0.43019773 0.57015595 0.37519104 0.52085112 0.36443476 0.41994009 0.55953164 0.61140749] [-0.07180269] [ 0.32117349 0.49480593 0.60715693 0.29253367 0.52779493 0.67858993 0.37967974 0.57181823 0.43693389 0.59636637] [-0.09979554] [ 0.65550527 0.50674338 0.5027208 0.37875524 0.43314078 0.32281618 0.56547755 0.56678893 0.45491987 0.43209282] [-0.15629299] [ 0.26657268 0.62042385 0.44330343 0.63357874 0.33608813 0.6159121 0.31109941 0.53714181 0.56174394 0.50863633] [ 0.34774585] [ 0.36244383 0.30291044 0.60597341 0.26068876 0.4012098 0.62870552 0.43634809 0.45046748 0.31053958 0.38896695] [ 0.41343966] [ 0.27869654 0.53258319 0.49360501 0.51187152 0.35316906 0.52291701 0.43111463 0.61559685 0.54238089 0.36794827] [ 0.18738708] [ 0.59574385 0.49834298 0.57286213 0.35878377 0.42504879 0.4350887 0.54565384 0.48534333 0.50773143 0.51751906] [ 0.13980149] [ 0.31098545 0.50496556 0.43164324 0.50924158 0.44435091 0.50622723 0.45579342 0.44467637 0.4895453 0.34238975] [-1.36671685] [ 0.65210374 0.3654257 0.68953839 0.14624545 0.58972767 0.48512991 0.62983076 0.61933798 0.4052674 0.39905338] [ 0.54476451] [ 0.25251307 0.38967405 0.59141274 0.41644552 0.50900356 0.41465866 0.43606449 0.49092735 0.37764537 0.58440629] [ 0.37083102] [ 0.76044968 0.64569987 0.55751681 0.41130435 0.47522487 0.35281981 0.52410679 0.52671302 0.66166577 0.37508838] [ 0.66111237] [ 0.72591617 0.54564201 0.56875089 0.37809374 0.3676725 0.50282225 0.55127972 0.66242938 0.46041289 0.41771279] [-0.76840024] [ 0.80932455 0.78758552 0.51837008 0.32299356 0.35244046 0.58378119 0.63572759 0.54970105 0.6321274 0.64383193] [-0.27465897] [ 0.4322973 0.60328066 0.51827474 0.6019242 0.42318249 0.58731405 0.48008122 0.54493411 0.53574398 0.43004161] [-0.46601584] [ 0.58707211 0.69012773 0.50290194 0.26903524 0.43113497 0.44629668 0.51246506 0.53151969 0.56302502 0.62026782] [ 0.04130908] [ 0.54905958 0.50181176 0.56448648 0.41335552 0.51637516 0.37510101 0.54617044 0.4840174 0.52680501 0.45939307] [-0.26618017] [ 0.81435525 0.58468256 0.52883582 0.34676717 0.30143438 0.33792633 0.5544465 0.48940624 0.59318012 0.49009884] [ 0.41534793] [ 0.28368308 0.63547571 0.35673868 0.67884504 0.37967443 0.62087961 0.33833291 0.44712585 0.43229854 0.50128902] [ 0.53901806] [ 0.43525814 0.63798733 0.52874308 0.42306729 0.36391038 0.58695935 0.52179993 0.63341633 0.43301104 0.46083438] [ 0.04306094] [ 0.32094817 0.53385868 0.49002094 0.4719335 0.32236977 0.50169493 0.45031683 0.47858982 0.60875044 0.31566768] [ 0.07463221] [ 0.22202561 0.42834747 0.64880869 0.28120116 0.55552347 0.62770455 0.41803199 0.42486964 0.3522225 0.52780971] [-0.06526967] [ 0.43010978 0.66872926 0.39590481 0.4832823 0.43785536 0.5667505 0.40490172 0.36591019 0.56643361 0.58061598] [ 0.65235288] [ 0.74052096 0.57107385 0.53260108 0.24818949 0.32641998 0.33580301 0.5226122 0.55785589 0.58001411 0.37935841] [-0.52253694] [ 0.46180091 0.71675887 0.39266695 0.64347014 0.30802982 0.49088358 0.33832406 0.46108202 0.5192328 0.62396921] [-0.04382782] [ 0.21575469 0.51786423 0.49978472 0.47958814 0.38766595 0.6142827 0.43150978 0.5151134 0.54385069 0.40035517] [ 0.0692546] [ 0.39251209 0.59291271 0.47203296 0.38363618 0.39639737 0.53918681 0.4636157 0.52051408 0.48402465 0.44617652] [ 0.197281] [ 0.18112635 0.54902184 0.44172587 0.67457849 0.34735572 0.797621 0.37485612 0.48954183 0.43572351 0.47407103] [ 0.89649666] [ 0.73373071 0.64109966 0.49890014 0.40832018 0.23247261 0.39920816 0.46930988 0.41197851 0.56365375 0.42876435] [ 0.31706851] [ 0.51218546 0.41954342 0.62327361 0.30706545 0.49114815 0.64985655 0.45995807 0.64915329 0.58523733 0.49378768] [ 0.04879234] [ 0.41495156 0.58644623 0.49842155 0.5828829 0.36475487 0.63331149 0.31056232 0.62501044 0.61303897 0.47405547] [ 0.79730273] [ 0.11272456 0.66296995 0.45882569 0.59623059 0.5044614 0.6991975 0.33880474 0.29346797 0.39617841 0.63105692] [-0.34058052] [ 0.72516451 0.52523611 0.4556673 0.37590311 0.37300885 0.35614789 0.46639064 0.55040954 0.54554493 0.44352353] [ 0.84199623] [ 0.51209044 0.60412353 0.49993076 0.64962156 0.41977271 0.44170441 0.45592066 0.5840494 0.55385803 0.33347931] [ 0.16725985] [ 0.24931745 0.57002061 0.46492182 0.40010834 0.4330793 0.74015535 0.38359384 0.51405649 0.47939849 0.57833569] [-0.0805744] [ 0.68159775 0.64805149 0.53744711 0.29921103 0.33551119 0.38779158 0.61068549 0.69268387 0.6127727 0.42151123] [ 0.41348239] [ 0.55425791 0.60524976 0.53802569 0.43310651 0.38103011 0.50130216 0.59215161 0.5949123 0.56066476 0.38054386] [ 0.00380261] [ 0.25933121 0.4222131 0.55370462 0.59694325 0.33772708 0.68153219 0.37283983 0.50726948 0.44377677 0.43047442] [-0.2450744] [ 0.47331661 0.49358478 0.47987009 0.44826762 0.31367447 0.5674847 0.4006201 0.44941834 0.38283419 0.47490281] [ 0.23309061] [ 0.66514037 0.464786 0.55340945 0.51552422 0.41263609 0.44203055 0.60660596 0.6232737 0.53341672 0.32854681] [-0.15649078] [ 0.48415438 0.60018132 0.63082431 0.28184367 0.55940094 0.3760425 0.51421767 0.58462072 0.54682385 0.48353217] [-0.25118796] [ 0.56734344 0.72922445 0.45478467 0.39904086 0.30632955 0.47590835 0.49218173 0.59057785 0.54340541 0.61391199] [-0.42634161] [ 0.41460707 0.47832586 0.50865077 0.45221181 0.37812675 0.40586404 0.56460766 0.51339809 0.46053876 0.30719593] [-0.37881439] [ 0.60760842 0.41644929 0.67446656 0.40505666 0.58194767 0.5062252 0.41403248 0.5004155 0.4643922 0.404985 ] [ 0.32057185] [ 0.61778099 0.47476223 0.61274479 0.33331438 0.45506491 0.3678341 0.60814096 0.44817923 0.51207378 0.54734328] [ 0.54952137] [ 0.5902369 0.47239149 0.55117921 0.3745814 0.32285844 0.33490398 0.51958806 0.59255878 0.57360584 0.32489451] [ 1.19393938] [ 0.36122318 0.60174126 0.43769631 0.49866406 0.3452501 0.61667048 0.41819136 0.77217476 0.6302866 0.35734576] [-0.14858541] [ 0.57426694 0.68614433 0.47733708 0.58682815 0.45405551 0.63673971 0.4393039 0.56672664 0.55526458 0.64403867] [-0.25798682] [ 0.27565258 0.35903187 0.7480871 0.40950988 0.45585721 0.63665602 0.40749413 0.38123275 0.45238913 0.41928187] [ 0.4257525] [ 0.16533386 0.72855992 0.32803334 0.59273681 0.45532387 0.60653282 0.30747664 0.38874549 0.38919144 0.63190016] [ 0.40172084] [ 0.15788099 0.59153668 0.38402913 0.60057257 0.50426542 0.72121207 0.38903642 0.36587559 0.49861304 0.4417905 ] [-0.14431882] [ 0.41076448 0.55282705 0.36941544 0.64292817 0.44013982 0.41964825 0.48893134 0.36395808 0.38337545 0.73915997] [ 0.20964168] [ 0.55980924 0.51487845 0.50876579 0.46204483 0.34698297 0.45118887 0.48149433 0.57263844 0.51107637 0.44988493] [-1.41606328] [ 0.35854285 0.39960722 0.5160517 0.61102474 0.33475947 0.4510932 0.4817106 0.71935345 0.37701843 0.21495482] [ 0.1297512] [ 0.50477324 0.67730438 0.44679067 0.51620011 0.42309275 0.66862271 0.44291777 0.56958092 0.53139713 0.57614858] [-0.09701536] [ 0.49245391 0.52043971 0.4686437 0.43927529 0.34638457 0.63489008 0.50720376 0.59905593 0.42816974 0.41400263] [-0.10508049] [ 0.27435299 0.7183334 0.35296515 0.7149665 0.36369761 0.62997485 0.42765771 0.49647281 0.46788145 0.56319296] [ 0.2958832] [ 0.35615672 0.76255447 0.41097609 0.64388915 0.5078639 0.7497567 0.32493648 0.53560476 0.50597413 0.71972661] [ 0.17870028] [ 0.24315646 0.32414294 0.70183184 0.39861578 0.54998725 0.56625331 0.44466683 0.36432054 0.43494302 0.47207136] [ 0.26713572] [ 0.31333084 0.5968768 0.34489069 0.62005023 0.4351636 0.76315388 0.34050055 0.5526 0.35186731 0.63948469] [-0.12852631] [ 0.79990226 0.40375857 0.61469218 0.30363466 0.43661798 0.53693986 0.5460087 0.57835489 0.50233452 0.41409294] [ 0.76758759] [ 0.28938831 0.59434314 0.46649688 0.43150515 0.45801023 0.53764201 0.49425807 0.5591529 0.4500142 0.46329918] [-0.10770903] [ 0.65875515 0.50948873 0.64626816 0.3534873 0.45899891 0.47135883 0.47983067 0.51867841 0.49066619 0.38801922] [ 0.2189419] [ 0.39586499 0.25735824 0.71852239 0.24758153 0.49000076 0.50093386 0.46278352 0.3821856 0.31597775 0.31380385] [-1.4620175] [ 0.38566874 0.57599194 0.51120869 0.26945634 0.27311733 0.43414354 0.42515342 0.59366019 0.54174776 0.32664167] [-0.14486291] [ 0.53354262 0.58629611 0.39350965 0.58248509 0.29634162 0.61322009 0.4559473 0.6546986 0.59451106 0.42077004] [ 0.21806164] [ 0.17844541 0.66865357 0.38243456 0.45495316 0.40066879 0.67993284 0.33508772 0.43205463 0.48114209 0.58284072] [ 1.29986196] [ 0.42695878 0.46603968 0.45097593 0.53568147 0.45105292 0.57523864 0.40533101 0.4923001 0.47538704 0.46189355] [ 0.24163788] [ 0.25510634 0.75445906 0.43234737 0.6037918 0.46816409 0.71805507 0.36435583 0.63985785 0.6233279 0.62332035] [ 0.24575822] [ 0.64950911 0.66168281 0.56583194 0.38160268 0.36444623 0.43799089 0.5436334 0.50518944 0.69542273 0.50804302] [ 0.32777506] [ 0.37455323 0.74728478 0.45356032 0.67697093 0.44628657 0.67215967 0.35663603 0.5159013 0.53564747 0.72151404] [-0.57323865] [ 0.75023252 0.5821813 0.49595364 0.51919422 0.31957205 0.37906548 0.46480214 0.47273155 0.52219199 0.64173805] [-0.41572651] [ 0.41623725 0.67716674 0.42029187 0.61040647 0.33383258 0.72379957 0.4454269 0.55479124 0.58716649 0.57847021] [-0.1865091] [ 0.1990571 0.52881831 0.4935046 0.42254861 0.40528712 0.6111052 0.4353741 0.44293654 0.42864953 0.49249367] [ 0.16188744] [ 0.25631897 0.7138867 0.38371691 0.48571301 0.34897216 0.69641912 0.39904695 0.50669817 0.44541839 0.50348916] [-0.46405188] [ 0.32930884 0.7696309 0.38623315 0.53956564 0.26423521 0.60424951 0.43025305 0.46845536 0.63042208 0.58964703] [ 0.99809323] [ 0.71044387 0.71285723 0.51079727 0.29921561 0.29269795 0.3123267 0.58988683 0.65160888 0.70411023 0.54569088] [ 0.62681394] [ 0.11240163 0.27163139 0.69432508 0.32396349 0.61408169 0.77437563 0.42843019 0.22794857 0.36456685 0.49078544] [-0.39071337] [ 0.40933126 0.29177175 0.63967771 0.39052941 0.37185766 0.6319588 0.40090813 0.4043146 0.34688622 0.32400636] [-0.56983715] [ 0.37435176 0.61467117 0.48808303 0.40884674 0.36135592 0.60615968 0.48533083 0.69944743 0.64498835 0.43048565] [-0.45296477] [ 0.75037104 0.51404839 0.54755921 0.29775959 0.38645265 0.40154512 0.48200766 0.49211074 0.5810088 0.434997 ] [-0.17634679] [ 0.48943555 0.38126241 0.69077002 0.27012205 0.36281361 0.35289146 0.56508051 0.63761156 0.4874317 0.24635828] [ 0.61241578] [ 0.64097128 0.58510192 0.42379569 0.48759105 0.42491978 0.37028198 0.61029931 0.59087801 0.50267077 0.67035176] [ 0.33769254] [ 0.21371576 0.73800472 0.36187542 0.75733442 0.39219254 0.68918155 0.48368448 0.56228177 0.53376596 0.75408951] [ 0.25527362] [ 0.19272551 0.50354355 0.4973988 0.45939111 0.50166936 0.75056476 0.3826481 0.41997422 0.39727696 0.4894281 ] [-0.1323603] [ 0.3071136 0.56056072 0.4814735 0.42263299 0.46810023 0.43298589 0.44834651 0.39478363 0.55414373 0.48952405] [-0.49449317] [ 0.53908164 0.38375074 0.65610763 0.18461053 0.68166622 0.60967265 0.60365738 0.42291712 0.37987622 0.55236538] [-0.02298574] [ 0.65644428 0.57454808 0.5302827 0.32726644 0.30234961 0.3380092 0.50140739 0.51607281 0.45381513 0.48090904] [-0.00272258] [ 0.23153255 0.48001965 0.60475868 0.43029318 0.39793264 0.5983341 0.40642709 0.4400366 0.52002416 0.40674923] [-0.08410318] [ 0.61524977 0.56082344 0.53162736 0.43094835 0.29545378 0.41015889 0.56108037 0.72534311 0.5735821 0.37245185] [ 0.41807909] [ 0.1849789 0.55477829 0.4646082 0.40593845 0.41322124 0.80511585 0.33687565 0.39604649 0.46128129 0.59736687] [-0.00678551] [ 0.50828325 0.66303759 0.40842116 0.39877109 0.3161213 0.57044287 0.49726053 0.50636265 0.6013378 0.51084486] [-0.01071332] [ 0.52045755 0.69437581 0.44046369 0.52978876 0.36711118 0.41445944 0.50284454 0.51473281 0.56198631 0.66438443] [ 0.52987843] [ 0.18167903 0.71574944 0.38691102 0.69438388 0.50374303 0.6832821 0.33656824 0.41032024 0.46011538 0.64032019] [ 1.03455553] [ 0.58254509 0.47023868 0.5159028 0.34643334 0.30868498 0.4431114 0.57196383 0.75121679 0.52941927 0.27689932] [-0.94018189] [ 0.2037875 0.44918035 0.50923304 0.54947691 0.39242978 0.54629137 0.49549272 0.73452947 0.35284273 0.25979786] [ 0.42929491] [ 0.358467 0.70616653 0.3930732 0.63938427 0.23841736 0.55198645 0.37823728 0.52280807 0.55309654 0.51760649] [ 0.21005012] [ 0.25299815 0.52825176 0.47849279 0.48923735 0.47469678 0.54870304 0.29681592 0.48506354 0.43845453 0.47334669] [ 0.59433354] [ 0.15296425 0.58677742 0.45753948 0.51965832 0.56838885 0.64331595 0.4015867 0.24509503 0.39202146 0.58755275] [-0.65190855] [ 0.61921538 0.58455079 0.52685399 0.44208917 0.46672272 0.6109303 0.52836587 0.43897313 0.4905145 0.51954809] [ 0.62798109] [ 0.16177688 0.46248514 0.58699268 0.55606984 0.57574824 0.75309246 0.35642883 0.41302032 0.41547546 0.66927546] [ 0.84958089] [ 0.65018488 0.62402715 0.59685761 0.52005479 0.46365345 0.54594264 0.44908881 0.60062531 0.6455111 0.57677544] [ 0.18855637] [ 0.35794566 0.79348393 0.40856355 0.62986238 0.26685783 0.57723273 0.42111196 0.52791648 0.52869265 0.68121649] [ 0.34230585] [ 0.30028645 0.46322995 0.41382796 0.60135942 0.43803537 0.53553632 0.36599127 0.43335848 0.45708687 0.50862753] [-0.66764082] [ 0.32974186 0.67954728 0.49168663 0.52591992 0.33688811 0.57050665 0.4790643 0.63909794 0.46613461 0.44574085] Progress: 68.6% ... Training loss: 0.304 ... Validation loss: 0.490[ 1.58528082] [ 0.56605245 0.79452674 0.36018859 0.55980869 0.2115444 0.37303148 0.58439385 0.77327046 0.70558544 0.29640382] [ 1.1942728] [ 0.66057328 0.67186026 0.4862247 0.40388213 0.32709226 0.44546857 0.59720214 0.63092568 0.6152061 0.42396222] [ 0.06699078] [ 0.35887078 0.50441165 0.44276253 0.52755718 0.41333283 0.67245632 0.47253711 0.65949505 0.54986426 0.46743772] [-0.97385407] [ 0.40543185 0.50284377 0.57078048 0.44336809 0.39164946 0.60897906 0.39400158 0.63359816 0.46266155 0.40674079] [ 0.94856267] [ 0.59821123 0.53571727 0.61096352 0.49632275 0.41719367 0.47317694 0.46003914 0.63737078 0.46353331 0.38560484] [-1.23495945] [ 0.50236686 0.74804756 0.53783214 0.49306602 0.32230863 0.49111861 0.49345975 0.58069686 0.58595933 0.43887497] [-0.61051915] [ 0.53954134 0.40977012 0.68466767 0.21280417 0.40790648 0.43319094 0.48449844 0.6016606 0.52390286 0.36665584] [ 0.39446375] [ 0.18793151 0.42122955 0.5557565 0.70905166 0.32919263 0.7617638 0.32264281 0.34524087 0.39408236 0.46493881] [-0.22413934] [ 0.71647935 0.5237634 0.48427292 0.39935961 0.33504602 0.39016927 0.52762843 0.3494378 0.5439995 0.36514525] [-0.72180083] [ 0.61124679 0.62775505 0.50800629 0.61285384 0.38225323 0.65868625 0.39045528 0.60922021 0.54599106 0.53323453] [ 0.16058849] [ 0.27092279 0.61233615 0.44311662 0.61314911 0.39161482 0.61064702 0.42583765 0.65940104 0.54267811 0.58133857] [ 0.47054646] [ 0.39985122 0.65920415 0.40767913 0.7117176 0.21609954 0.58019581 0.32097527 0.40949523 0.5593223 0.49202017] [ 0.07507607] [ 0.4466453 0.62620364 0.49618228 0.55174741 0.3642143 0.5261724 0.41907523 0.45845291 0.51641999 0.44311767] [ 0.89860576] [ 0.51843645 0.77770473 0.39540461 0.56289251 0.38238701 0.43188882 0.53867324 0.66363164 0.71719192 0.41788613] [ 0.35491965] [ 0.23979856 0.47219005 0.61497109 0.49089131 0.56968134 0.69966219 0.43918082 0.33233128 0.40654409 0.64340724] [-0.14153353] [ 0.62590453 0.65574419 0.62814156 0.46198389 0.45504787 0.53753375 0.56238066 0.52800933 0.64384838 0.56165159] [-0.03962501] [ 0.34033641 0.52833271 0.59227123 0.33881925 0.36777189 0.46289704 0.52302176 0.52731441 0.57718597 0.33946816] [ 2.17128543] [ 0.64294927 0.58559682 0.61232232 0.30546365 0.42156908 0.50559534 0.56553369 0.4968348 0.50951939 0.44818027] [-0.17517854] [ 0.20965511 0.37136365 0.6906296 0.40099814 0.4174671 0.59395273 0.45988996 0.38433899 0.40037819 0.36660075] [ 0.03735772] [ 0.31662912 0.51561934 0.33342238 0.54000534 0.46112454 0.56322783 0.50915625 0.59361387 0.33691774 0.53515925] [-0.80747846] [ 0.51195884 0.60793537 0.42004777 0.60713819 0.35915391 0.53865239 0.38038651 0.4975738 0.47206676 0.51496774] [-0.05051859] [ 0.2917888 0.52964632 0.44804987 0.55134719 0.44394316 0.50435632 0.44561717 0.46545591 0.53510562 0.29441122] [-0.15193871] [ 0.41613652 0.4681368 0.52900417 0.42051913 0.47686852 0.59681166 0.49997264 0.51836858 0.42340721 0.4864484 ] [-0.5175457] [ 0.43780256 0.76191322 0.32441165 0.57932915 0.35571467 0.57493857 0.32825643 0.52708786 0.55535386 0.62671581] [-0.13418655] [ 0.43804032 0.72123196 0.31214131 0.64504114 0.26849108 0.58189843 0.42079515 0.65337351 0.49769931 0.56210666] [ 0.12748367] [ 0.41286588 0.4900147 0.62079549 0.35249352 0.56408562 0.49865304 0.40912636 0.43159129 0.44510842 0.50778667] [-0.35982143] [ 0.38342232 0.73405705 0.4312405 0.63516479 0.46467221 0.57661227 0.30320817 0.58185706 0.51863869 0.67254437] [ 0.14599851] [ 0.21125211 0.71837002 0.45860005 0.60711148 0.36956527 0.5666667 0.45940736 0.48717964 0.55491438 0.64850928] [ 0.01689982] [ 0.56990251 0.66943252 0.47191183 0.48602709 0.32864282 0.51781301 0.57099607 0.61968736 0.54041715 0.5037976 ] [ 0.00346515] [ 0.28137617 0.66021809 0.39637736 0.58688111 0.46844937 0.66346154 0.36844535 0.48407674 0.5332345 0.49994326] [-0.01170425] [ 0.32235055 0.2749117 0.73067218 0.24272036 0.4256915 0.62480946 0.47986893 0.42169357 0.34322987 0.32760124] [ 0.22520509] [ 0.18524898 0.56319413 0.46857691 0.54752212 0.46105346 0.70823156 0.30500618 0.4393296 0.40802696 0.54540649] [-0.46106389] [ 0.39045448 0.47980296 0.44842596 0.50052813 0.41391045 0.56924308 0.42251134 0.49803743 0.37600838 0.45200906] [ 0.0820867] [ 0.4091855 0.57138673 0.5173846 0.53261952 0.36750885 0.63881422 0.40818703 0.48279122 0.4370611 0.56138037] [ 0.80009864] [ 0.51667413 0.66957109 0.4584045 0.45691267 0.30732296 0.5088053 0.55842716 0.7451519 0.59564314 0.35017122] [-0.40004601] [ 0.41007906 0.37410392 0.63027098 0.41858 0.5549833 0.6791682 0.554442 0.43849183 0.38924341 0.47137598] [-0.29803492] [ 0.41607612 0.65781227 0.35311431 0.73412888 0.42050865 0.48141266 0.47733339 0.48571058 0.428133 0.72433985] [-0.05210073] [ 0.37508942 0.72934107 0.34518999 0.57992461 0.33203657 0.49214979 0.50086267 0.50720467 0.61864732 0.57600988] [-0.1034227] [ 0.46077495 0.35320915 0.52560235 0.40404035 0.49312201 0.59445876 0.43352758 0.59699355 0.44207717 0.43999578] [ 0.03390068] [ 0.33473806 0.74686809 0.4146888 0.7315327 0.50784864 0.64975183 0.43541938 0.4775058 0.60481405 0.68022382] [-1.43908837] [ 0.43367809 0.58070367 0.51630488 0.44797913 0.28421974 0.36641126 0.48439036 0.57655631 0.54543887 0.33372157] [ 0.41869798] [ 0.19447104 0.37259235 0.71267099 0.41650168 0.50445125 0.73648503 0.40961824 0.36511261 0.30554016 0.56343145] [-0.55542223] [ 0.38576304 0.62654802 0.37111249 0.54561568 0.45552188 0.4106794 0.41159571 0.33177487 0.4700689 0.49890176] [-0.55303603] [ 0.45608742 0.7758223 0.32240146 0.63052268 0.37999581 0.54852147 0.33485861 0.48777422 0.59374089 0.59383713] [ 0.21625909] [ 0.25059628 0.57513772 0.49680336 0.71027309 0.37443819 0.61531006 0.28933486 0.45225279 0.4717272 0.43116175] [ 0.11703005] [ 0.32085293 0.64416377 0.43562387 0.61120071 0.46659171 0.63781695 0.49136935 0.37240579 0.59233931 0.68526081] [ 0.01041616] [ 0.49744943 0.59847936 0.42191051 0.68388726 0.32902583 0.58983027 0.39711363 0.41072763 0.54734154 0.56506243] [ 0.05097917] [ 0.33616907 0.78517977 0.40280747 0.62447959 0.42902719 0.76288306 0.4210962 0.55798145 0.57199649 0.71783207] [-0.04015771] [ 0.31026156 0.58297513 0.52179174 0.48299389 0.43894315 0.63895618 0.57342123 0.54094087 0.47029162 0.56923825] [ 0.34957393] [ 0.5471827 0.62228219 0.49354008 0.47018179 0.40994999 0.38514027 0.47630941 0.48214989 0.52329395 0.62177104] [ 0.03252711] [ 0.521966 0.53290175 0.58212601 0.2502655 0.43394812 0.46590647 0.47485036 0.47184872 0.56629855 0.3816819 ] [-0.27740837] [ 0.46065476 0.63977864 0.40331109 0.51796457 0.29500464 0.59365923 0.52543037 0.59789452 0.49355106 0.43560514] [ 0.07382781] [ 0.77948945 0.66313883 0.49686291 0.33583111 0.22215779 0.34728379 0.56091211 0.62174695 0.66849439 0.4373484 ] [-1.51464489] [ 0.6092655 0.61905547 0.45953059 0.44850683 0.29847186 0.25336657 0.51069493 0.63679025 0.6531156 0.28866824] [ 0.0114008] [ 0.21082282 0.56615572 0.45033159 0.57882781 0.45847738 0.5660274 0.49559536 0.54215383 0.5303077 0.31315025] [-0.976576] [ 0.21988357 0.51039868 0.46835292 0.55531811 0.39240645 0.48337268 0.437111 0.61905109 0.60562671 0.32569629] [ 1.07759254] [ 0.80106872 0.53969373 0.68088898 0.24191676 0.37499479 0.33540757 0.69487135 0.70115099 0.5926269 0.32832405] [ 0.3576781] [ 0.29106661 0.65284646 0.45147987 0.56515415 0.31680952 0.63987139 0.38006224 0.46279224 0.47998869 0.59822431] [ 0.34523444] [ 0.44792716 0.66933778 0.36321914 0.73069639 0.27013928 0.55044684 0.41578738 0.42049319 0.61025695 0.62081903] [ 1.17340029] [ 0.74652308 0.51199074 0.61661713 0.22172897 0.38835652 0.42242522 0.60057526 0.54458579 0.61807739 0.41704572] [-0.18160375] [ 0.42227632 0.6267978 0.466427 0.62985444 0.46293267 0.73175126 0.42273054 0.49881685 0.59950234 0.60853794] [ 0.08041472] [ 0.35715613 0.77270274 0.34474862 0.59150877 0.45458475 0.65096597 0.32612146 0.43298408 0.54713039 0.68986294] [-0.0847607] [ 0.16368155 0.60265918 0.48333194 0.61924494 0.42867223 0.56987311 0.39969412 0.50626469 0.55401096 0.37557624] [-0.74585751] [ 0.32452681 0.60485732 0.43312482 0.57206154 0.35078553 0.48627025 0.40770639 0.45945518 0.51811932 0.41215089] [-0.39768107] [ 0.58418446 0.46415645 0.58417933 0.45379399 0.56991456 0.41397952 0.48612787 0.51554858 0.48758127 0.37446002] [-1.50595421] [ 0.51452874 0.79497258 0.33910139 0.67356407 0.18673153 0.29188665 0.48802581 0.69865177 0.62201219 0.61954703] [ 0.79682074] [ 0.56727913 0.54966535 0.47038836 0.41531532 0.33138352 0.31266272 0.50599994 0.55212702 0.51556191 0.39739264] [ 0.47674187] [ 0.63223551 0.80351777 0.45837192 0.49897806 0.354553 0.4002391 0.60779598 0.66482144 0.71194791 0.54763093] [-0.36358817] [ 0.34157586 0.50911873 0.59014097 0.36449503 0.47374379 0.43391198 0.42431885 0.48345784 0.42811121 0.51150423] [ 0.3483063] [ 0.68692158 0.69756442 0.53307994 0.56239097 0.30622643 0.27275486 0.50069924 0.77406601 0.63105479 0.38776197] [-1.15494139] [ 0.41485081 0.31923053 0.69430247 0.35901446 0.37512499 0.3410924 0.54604479 0.63062035 0.43261821 0.39654232] [ 0.07121566] [ 0.23959762 0.61241193 0.55762345 0.35608963 0.49976083 0.67418952 0.47859566 0.47778665 0.50994951 0.63221999] [ 0.07096473] [ 0.28352075 0.53898639 0.45995849 0.55097848 0.35016428 0.46673626 0.5132448 0.47662512 0.4843329 0.47029418] [ 0.41038039] [ 0.17596092 0.48754895 0.49549786 0.52131171 0.47667739 0.64512679 0.36897757 0.33323712 0.44067618 0.50133242] [-0.67226204] [ 0.38412789 0.71532618 0.36319805 0.58468252 0.29541085 0.56930574 0.37850216 0.57077717 0.52695833 0.5718354 ] [ 0.27604155] [ 0.2104914 0.62563057 0.5782847 0.52690329 0.48486327 0.75197753 0.33827101 0.4621628 0.44023888 0.62580098] [-0.47146116] [ 0.48849614 0.70665899 0.37233361 0.57525266 0.29132248 0.56514106 0.41061434 0.33645346 0.56376212 0.54503346] [ 1.10375843] [ 0.68932531 0.62638766 0.56030363 0.34885626 0.38574372 0.46931738 0.51478806 0.43475318 0.57890703 0.61687312] [ 1.90343173] [ 0.70306505 0.56275145 0.62017484 0.33348311 0.46126608 0.44991668 0.50687622 0.52120814 0.4964476 0.42904271] [ 0.15542914] [ 0.42649502 0.33745625 0.55108653 0.43359341 0.36959481 0.54349523 0.44342674 0.78846023 0.49163156 0.25783275] [ 0.78982781] [ 0.63852096 0.65663163 0.51891643 0.44359096 0.4197305 0.56826684 0.53630543 0.4424858 0.6576298 0.52302559] [-0.12282528] [ 0.33521651 0.53786597 0.4957953 0.59421648 0.4893344 0.74331837 0.53272645 0.5222746 0.34695245 0.43861187] [-0.08574367] [ 0.41667494 0.24633798 0.70799897 0.37887123 0.33539519 0.6048641 0.47496462 0.49969139 0.36180678 0.29711897] [ 0.21045801] [ 0.1910894 0.69547121 0.327407 0.65657066 0.41241304 0.58835785 0.30666714 0.43075256 0.39071599 0.59934915] [-0.05734064] [ 0.20268152 0.65003773 0.39570291 0.63366573 0.3161995 0.549768 0.47130869 0.60609703 0.64981175 0.45032527] [ 0.11931733] [ 0.44879117 0.80829381 0.41429109 0.52681556 0.32145082 0.61418611 0.50622063 0.63483451 0.56277712 0.59890731] [-0.02254431] [ 0.45070152 0.63176786 0.4880054 0.63602394 0.33891397 0.76121154 0.45509091 0.61332508 0.45516696 0.58562026] [ 0.37340252] [ 0.13792401 0.38820541 0.56597652 0.66749605 0.36470932 0.7738874 0.36039423 0.32874993 0.47475476 0.46706144] [ 1.34617789] [ 0.62995246 0.56441237 0.59949473 0.36853295 0.40936493 0.40778587 0.5197211 0.48418844 0.5892784 0.36244944] [ 0.073121] [ 0.42741756 0.70539403 0.47571312 0.62035774 0.38317721 0.66505316 0.44001134 0.50356398 0.56572347 0.62006667] [-0.12735051] [ 0.33932292 0.66211087 0.40175226 0.60329109 0.34477724 0.55664501 0.3916605 0.39643189 0.44815762 0.65011255] [-0.19268754] [ 0.19769358 0.60753828 0.46328266 0.45440709 0.38149833 0.57500214 0.40419535 0.46981291 0.45831378 0.42983347] [-0.18444159] [ 0.49882254 0.53986521 0.4827783 0.47562677 0.43765758 0.442622 0.61910163 0.50244258 0.51551332 0.42768768] [-0.26583692] [ 0.22200181 0.69639444 0.34901755 0.66619069 0.37764911 0.54403211 0.39991536 0.53532019 0.56768204 0.51849032] [-0.61471382] [ 0.54711501 0.60315264 0.53841849 0.42617746 0.36283106 0.60100016 0.49552869 0.41219516 0.5471327 0.5693615 ] [ 0.09520918] [ 0.53575996 0.54855157 0.65850889 0.48822691 0.50735445 0.54863192 0.48520619 0.5675692 0.5805918 0.50934982] [-0.26328438] [ 0.5943924 0.45031135 0.52047907 0.37683412 0.46341576 0.37254986 0.45953942 0.44501747 0.55962273 0.37545846] [ 0.61977142] [ 0.49392422 0.4960235 0.51131284 0.61892655 0.37489749 0.55228247 0.45277347 0.60243858 0.4373864 0.52059204] [ 0.26762711] [ 0.19276563 0.62440892 0.47707607 0.45894303 0.53926283 0.62699928 0.31677578 0.38618442 0.41007771 0.64162179] [ 1.66740372] [ 0.70843467 0.32537039 0.55066513 0.38239627 0.33662277 0.26152405 0.53794842 0.60929907 0.44114976 0.27850446] [-0.6369607] [ 0.6906849 0.40034801 0.67485378 0.32916361 0.39483368 0.41087587 0.58459659 0.6297325 0.41563639 0.34715565] [ 0.02684021] [ 0.67142405 0.645789 0.58548736 0.40948077 0.40133904 0.54628513 0.5322442 0.59792786 0.66611249 0.52740549] [-0.50352812] [ 0.24965176 0.62756469 0.59921934 0.57865383 0.34070092 0.64018146 0.4122981 0.50230243 0.62486746 0.49855111] [ 0.31441076] [ 0.58759884 0.55736749 0.40122699 0.4950044 0.26731744 0.58420967 0.37997081 0.49398469 0.49318552 0.44792912] [-0.36890145] [ 0.65890529 0.76677668 0.41912034 0.35484553 0.33479174 0.37307267 0.47679137 0.58204221 0.62215387 0.56085278] [ 0.10919599] [ 0.16476491 0.71527443 0.40436793 0.58207687 0.38118435 0.73141323 0.38980006 0.60104756 0.47159348 0.50754165] [ 0.01038354] [ 0.72415038 0.53173002 0.55538521 0.3860961 0.39091698 0.22536141 0.5482005 0.70133354 0.61421048 0.3138808 ] [ 0.12342648] [ 0.23518411 0.66411192 0.38525547 0.72891855 0.48688485 0.78894837 0.50999124 0.51550824 0.46699524 0.51104978] [-0.41304209] [ 0.41331765 0.65728117 0.45287691 0.56215559 0.42479146 0.50460209 0.41933794 0.43944959 0.54638943 0.60343728] [ 0.08754699] [ 0.31465255 0.50678061 0.47354776 0.29462642 0.49145578 0.74415547 0.41547503 0.56711238 0.45318374 0.50137138] [-0.49419332] [ 0.74891668 0.42447667 0.59916047 0.4081028 0.49233448 0.45249447 0.54700264 0.53806273 0.37995736 0.62103988] [ 0.74953716] [ 0.6560038 0.55992772 0.52779932 0.3788291 0.40243863 0.47006794 0.45061169 0.46675238 0.58830548 0.52656079] [-0.45885253] [ 0.50850077 0.62445253 0.43827477 0.42857648 0.46402795 0.42737088 0.46735727 0.4569405 0.5515454 0.52417483] [ 0.00763196] [ 0.35143729 0.77495675 0.51510278 0.53315343 0.50320789 0.74495855 0.53104084 0.42967161 0.61609933 0.68674168] [ 0.77276191] [ 0.31110336 0.69291941 0.44729472 0.5705353 0.36799542 0.64895516 0.39141838 0.67580742 0.58408503 0.44756478] [-0.69548547] [ 0.4847318 0.66407263 0.48261461 0.58565319 0.26908177 0.53130588 0.43115137 0.43272297 0.54802788 0.47856037] [ 0.21574056] [ 0.23564643 0.71599291 0.34997302 0.64710257 0.474476 0.78868674 0.29177923 0.58542663 0.55104532 0.62416358] [ 0.25528735] [ 0.27524505 0.59556516 0.53252873 0.45985895 0.43524009 0.74964872 0.40424031 0.38392552 0.46096998 0.62836641] [-0.02613481] [ 0.33189755 0.52193748 0.5285603 0.56180748 0.39923211 0.66285803 0.43098309 0.41485432 0.47955314 0.49220581] [-0.66629557] [ 0.52932293 0.7105678 0.51237814 0.5112716 0.44504248 0.63568836 0.46691715 0.48254977 0.62928655 0.59464321] [-0.21586836] [ 0.30512272 0.46542244 0.58802724 0.32202969 0.4750817 0.52005954 0.47324549 0.44567317 0.59458253 0.40347426] [ 0.26487607] [ 0.61096921 0.59195329 0.52007269 0.55473436 0.29091885 0.45578249 0.4738121 0.39476032 0.55162995 0.51836928] [ 0.00562788] [ 0.3773653 0.63903385 0.53756915 0.64199333 0.43817554 0.72530346 0.38204126 0.50083071 0.47586092 0.61580407] [ 0.08174652] [ 0.45299258 0.7710428 0.434621 0.6766041 0.35829526 0.60409332 0.38330268 0.5668638 0.62615764 0.55817359] [-0.34374473] [ 0.5047666 0.47195582 0.58210902 0.42250948 0.47465476 0.63391616 0.52721257 0.54669038 0.4152408 0.53448946] [ 0.66148027] [ 0.29290015 0.59428358 0.46836878 0.42836272 0.45429632 0.52965285 0.49723969 0.56591811 0.45367458 0.45674656] [ 0.29907288] [ 0.30346086 0.65774005 0.45539654 0.61152982 0.38862184 0.44032192 0.37285047 0.64219023 0.58491962 0.42128194] [ 0.26144299] [ 0.7049369 0.54019112 0.57827977 0.30382293 0.31658098 0.23114945 0.5370307 0.65957029 0.56734653 0.2965899 ] Progress: 68.9% ... Training loss: 0.301 ... Validation loss: 0.473[ 0.20840498] [ 0.42213262 0.78778295 0.45344843 0.59840377 0.33788619 0.68027965 0.48898449 0.4442235 0.64554117 0.63896824] [-0.65929544] [ 0.64704705 0.72893025 0.46927307 0.55120623 0.408739 0.5469054 0.54137357 0.5282487 0.64636025 0.53916304] [-0.26205801] [ 0.61728137 0.72681016 0.47330774 0.51100816 0.28050981 0.42826644 0.52965088 0.67108884 0.66370544 0.40767104] [ 0.38603722] [ 0.43321058 0.60132909 0.42535846 0.53476412 0.37908245 0.47998751 0.47605448 0.48223007 0.57103845 0.41327566] [-0.20748563] [ 0.4276038 0.59203852 0.51373993 0.44231888 0.41545318 0.63872873 0.40679874 0.39427636 0.44871958 0.62626099] [-0.23043512] [ 0.23837776 0.66666925 0.42466728 0.71682161 0.40679951 0.56372291 0.44407201 0.64329455 0.53665181 0.44154215] [-0.35046211] [ 0.52167136 0.67363776 0.43976839 0.62419627 0.25734522 0.36481592 0.42193856 0.41113331 0.69550704 0.39137906] [-0.04020107] [ 0.18439988 0.52423337 0.58291022 0.37635129 0.46540142 0.689457 0.44607174 0.34510157 0.52171805 0.51213232] [ 0.23013501] [ 0.35526927 0.76406343 0.43738018 0.65126913 0.42124029 0.69359208 0.43878579 0.52341159 0.5705081 0.595319 ] [ 0.83474809] [ 0.57579826 0.62268692 0.47352702 0.47871816 0.21628082 0.35661166 0.51479906 0.64368025 0.60346675 0.35368571] [-0.0503206] [ 0.43497839 0.55512338 0.46072465 0.57411498 0.39057288 0.49424327 0.44085346 0.41724969 0.51009994 0.39146016] [-0.650172] [ 0.56172888 0.67100739 0.55399508 0.46535616 0.4136917 0.65954137 0.49366621 0.45517815 0.50672446 0.57742617] [ 0.15064676] [ 0.64921247 0.39511466 0.59349553 0.39352846 0.55491794 0.28258682 0.49248275 0.49825205 0.50919887 0.34769085] [ 0.05563188] [ 0.32182714 0.64610631 0.46621864 0.30966252 0.44613373 0.74187121 0.40527298 0.43299363 0.46694794 0.59281192] [ 0.05109441] [ 0.59537231 0.62189563 0.6006552 0.4190731 0.49559805 0.50997542 0.63020976 0.507563 0.52069998 0.66179082] [-0.09921183] [ 0.4195275 0.33785736 0.63841655 0.3249035 0.52039606 0.6125396 0.5098276 0.58838557 0.44609738 0.42789155] [-0.45064178] [ 0.53722927 0.60565636 0.40494555 0.53990748 0.30249074 0.46138409 0.51148178 0.60310612 0.47885492 0.47470186] [-0.68017441] [ 0.35188442 0.5421052 0.62808017 0.30166077 0.3877276 0.49123021 0.50748093 0.59243335 0.49307182 0.39149104] [ 0.28633969] [ 0.46087949 0.50322338 0.55538126 0.51057365 0.39665399 0.43960326 0.4736546 0.61330572 0.3864709 0.43778775] [-0.13828936] [ 0.35136125 0.7035309 0.38831717 0.60307976 0.48463587 0.6795231 0.38721081 0.48361238 0.48032595 0.58561537] [ 1.54804982] [ 0.58709643 0.5899848 0.48145808 0.57808594 0.47218749 0.53227435 0.45986907 0.59658253 0.57875573 0.39932953] [-0.3683817] [ 0.5423039 0.58138037 0.47585683 0.5853201 0.37138295 0.75779629 0.44677145 0.57427508 0.46139631 0.62666897] [ 1.0203221] [ 0.49065066 0.41432274 0.51939772 0.45707352 0.47323752 0.36514084 0.38936979 0.42184373 0.51771396 0.34500429] [-0.43899839] [ 0.43754397 0.60319891 0.52030295 0.59953418 0.4189147 0.57830665 0.48331218 0.55175527 0.53939805 0.4234455 ] [ 1.25737423] [ 0.73102178 0.56754928 0.52511774 0.55191819 0.38356086 0.36057777 0.52014051 0.62571543 0.52260991 0.59673851] [-1.05392878] [ 0.32953888 0.42730536 0.63364767 0.33585105 0.36462412 0.42920197 0.52235015 0.61668571 0.50904342 0.51825178] [-0.45064178] [ 0.53722927 0.60565636 0.40494555 0.53990748 0.30249074 0.46138409 0.51148178 0.60310612 0.47885492 0.47470186] [ 0.65971414] [ 0.72634664 0.50110046 0.59441383 0.25418858 0.27882418 0.33676368 0.58387094 0.59564952 0.60098195 0.37311567] [-1.11489077] [ 0.60270992 0.60743614 0.4858595 0.48899633 0.39757031 0.31893424 0.51379138 0.75620425 0.56740033 0.34104472] [ 0.11171132] [ 0.27709438 0.52227572 0.44834841 0.62184792 0.33172919 0.61852144 0.43374647 0.49281274 0.47330647 0.44652962] [ 0.25811704] [ 0.2378306 0.35890975 0.65771237 0.45849849 0.44110844 0.80252761 0.38832876 0.38414266 0.3533557 0.54169961] [-0.07152587] [ 0.39036997 0.59239607 0.47641716 0.67475989 0.41621301 0.7952801 0.45869945 0.55856938 0.48532405 0.61694323] [ 0.28950595] [ 0.22081501 0.58927369 0.4122594 0.529477 0.43851437 0.65598209 0.34604633 0.33635972 0.35913186 0.57274329] [ 0.64334103] [ 0.50049598 0.33574437 0.67174625 0.37257351 0.54510502 0.55451349 0.47691945 0.49755523 0.37233471 0.38763468] [ 0.26376844] [ 0.21453149 0.47451083 0.55328734 0.38698983 0.53771081 0.73186981 0.46556071 0.27849983 0.48106122 0.58051816] [ 0.13682754] [ 0.33535253 0.60355494 0.55265091 0.45706433 0.40779764 0.7202791 0.50121406 0.5373968 0.38991235 0.51690293] [-0.13405407] [ 0.31050014 0.666476 0.38756784 0.70594496 0.41460254 0.67525484 0.48184136 0.61286009 0.43819101 0.4691939 ] [-0.63926583] [ 0.38576785 0.53684547 0.32935606 0.70597841 0.3032931 0.35500987 0.44666119 0.55130181 0.50794549 0.60396457] [ 0.32570223] [ 0.3481293 0.4645608 0.56678411 0.43811584 0.48810629 0.59826303 0.40594401 0.51730939 0.60546564 0.5247652 ] [ 0.0747575] [ 0.1536529 0.52152361 0.4853531 0.60651165 0.38986282 0.74347803 0.40776903 0.54475738 0.4307782 0.50285502] [-0.63915939] [ 0.45306321 0.78939797 0.35393329 0.55282513 0.33839969 0.62093778 0.42993635 0.52752912 0.65650199 0.66236434] [-0.98588158] [ 0.38736033 0.6180274 0.3848011 0.61037364 0.2742589 0.53483025 0.49871437 0.64443032 0.51678564 0.42496949] [ 1.2861453] [ 0.82840189 0.54949892 0.56683646 0.19356788 0.29977282 0.22321307 0.58703585 0.67025147 0.62297394 0.31609666] [ 0.22190915] [ 0.27315331 0.396401 0.59774203 0.41862387 0.50953896 0.76331946 0.37248822 0.4355881 0.46197612 0.51693639] [-0.29038462] [ 0.44299797 0.57137677 0.63783747 0.3165964 0.54992899 0.73299403 0.58554072 0.38651876 0.54482357 0.65458938] [-0.85876165] [ 0.45926999 0.78527824 0.35114315 0.61589812 0.2918374 0.43687843 0.43633064 0.43842618 0.53316261 0.57201332] [ 0.53961635] [ 0.45176783 0.6875468 0.42284095 0.69596853 0.28251536 0.53689671 0.48578858 0.44066909 0.60955371 0.55212655] [ 1.49304666] [ 0.65034838 0.42296718 0.499047 0.44162205 0.34120363 0.46281514 0.51969565 0.55666826 0.49463977 0.31758527] [ 0.1489613] [ 0.72544973 0.60463019 0.49493406 0.40843366 0.28853333 0.41566072 0.53862688 0.58612958 0.63312531 0.40874446] [-0.11537323] [ 0.14114341 0.4976054 0.55542943 0.5395283 0.34834154 0.67956848 0.42780695 0.5126959 0.46241209 0.40201104] [-0.00669672] [ 0.61969904 0.69694973 0.60513886 0.45838081 0.45469285 0.47540299 0.56232503 0.5106782 0.68802061 0.45479913] [ 0.43830308] [ 0.63480557 0.37173032 0.65342049 0.23711564 0.34309374 0.2887752 0.60033176 0.72100755 0.47512048 0.19248721] [ 0.06909684] [ 0.51251417 0.61064308 0.45143477 0.64579786 0.42581306 0.64355543 0.53428731 0.61655885 0.52585324 0.52783232] [ 0.08366745] [ 0.52767587 0.38384608 0.66890419 0.32100118 0.4963063 0.54418347 0.41869481 0.46657981 0.4211954 0.5338489 ] [-0.32898124] [ 0.608092 0.71803306 0.37116043 0.40018727 0.34976676 0.6414103 0.48413318 0.59639276 0.53032977 0.53106241] [-0.54717811] [ 0.26760943 0.49200808 0.60326596 0.37778608 0.39961412 0.63269328 0.42606811 0.44649796 0.51205478 0.4337834 ] [-0.23362277] [ 0.40260941 0.654509 0.44475386 0.60331605 0.29190001 0.68006246 0.44549883 0.38335287 0.62180195 0.64150799] [ 0.54618434] [ 0.35203345 0.48511266 0.585251 0.41677301 0.4729659 0.43904134 0.45162797 0.49136437 0.5600145 0.62881347] [-0.55900104] [ 0.39919465 0.62266758 0.41017935 0.61768604 0.33911941 0.48317558 0.51454211 0.48367647 0.47860841 0.70474338] [ 0.39920997] [ 0.39408187 0.45049516 0.52155364 0.45055157 0.43679258 0.44959728 0.41443411 0.52989296 0.52138092 0.41729722] [-1.3659783] [ 0.4732212 0.28103422 0.75277605 0.24508068 0.47173978 0.40713716 0.54339462 0.55252322 0.38360292 0.29758647] [-0.77812572] [ 0.31123566 0.67416432 0.49752043 0.51664447 0.33945245 0.56583097 0.47647245 0.64122791 0.46266306 0.43449214] [-0.818867] [ 0.55379443 0.40520456 0.54756361 0.28765087 0.51090759 0.51475793 0.52107737 0.60064448 0.54008249 0.52345756] [-0.3531425] [ 0.29155013 0.28139067 0.69529981 0.38018524 0.46478067 0.62779222 0.39055691 0.36346605 0.34851122 0.37720724] [ 0.65396745] [ 0.56369314 0.6486888 0.55941484 0.51017964 0.4696989 0.5065369 0.45146745 0.61641949 0.5354977 0.56660821] [ 0.13637597] [ 0.19124027 0.63363323 0.36555112 0.51939535 0.3853554 0.67956558 0.32333521 0.52632514 0.45802504 0.5050605 ] [ 0.24816432] [ 0.69479287 0.45955931 0.59651971 0.28406529 0.41826131 0.4093585 0.50524263 0.55385473 0.58909473 0.38891368] [-0.3795021] [ 0.69528486 0.61574805 0.66398649 0.33725845 0.49400758 0.60025962 0.56876738 0.55541034 0.61283327 0.57654551] [ 0.21315484] [ 0.41432482 0.53361723 0.58480496 0.574823 0.50201276 0.53716275 0.47041018 0.5483977 0.59736213 0.45624409] [-0.22940884] [ 0.31800331 0.65145187 0.47481032 0.5003158 0.33787613 0.60879808 0.43978553 0.46481251 0.54439877 0.45537315] [ 0.015167] [ 0.25791513 0.63860261 0.35866798 0.64764504 0.43173591 0.6954785 0.42400263 0.47854254 0.39167558 0.5418291 ] [ 0.07142733] [ 0.42342799 0.77163192 0.40355127 0.56189136 0.28043061 0.5580107 0.40953456 0.52912099 0.58207986 0.53961462] [-0.04111027] [ 0.22447143 0.64712481 0.40141132 0.55418868 0.31273914 0.57225866 0.41463317 0.58879416 0.53846288 0.42173573] [-0.6974255] [ 0.43961664 0.45837382 0.49101402 0.61186681 0.40636038 0.5285828 0.50138109 0.39514229 0.49828245 0.38835758] [ 0.30709153] [ 0.18643461 0.54867366 0.38318722 0.48610333 0.49995312 0.63082349 0.36947262 0.27898472 0.35546788 0.53554403] [-0.44558995] [ 0.59041703 0.40219487 0.59720274 0.39502813 0.48783165 0.55492901 0.36691311 0.48780766 0.45462439 0.4966508 ] [ 0.50440844] [ 0.54746409 0.60637792 0.48990184 0.50059301 0.34060149 0.35214801 0.54031163 0.6218364 0.50775647 0.43537062] [-0.02223732] [ 0.4575942 0.73608066 0.45293735 0.65236547 0.49562532 0.65553199 0.48159671 0.53140999 0.52928408 0.4779722 ] [-0.55902282] [ 0.59868877 0.54248957 0.49314017 0.34185259 0.41773461 0.5570117 0.49108567 0.45959639 0.41920083 0.44112399] [-0.37419543] [ 0.69121801 0.75399133 0.40562399 0.51987205 0.28745329 0.40756188 0.48937712 0.42546792 0.71745064 0.50365387] [-0.8121638] [ 0.79881998 0.49108531 0.57360225 0.36520698 0.3326843 0.48937777 0.54061903 0.44035104 0.60509313 0.51443043] [-0.42821472] [ 0.3157787 0.67218934 0.40788115 0.60134782 0.35138466 0.5201514 0.36047515 0.43589319 0.58219256 0.6165652 ] [-0.24856112] [ 0.45521356 0.43470966 0.56065994 0.33066379 0.51380276 0.60965678 0.42547447 0.52497007 0.47325831 0.55237229] [-0.03585208] [ 0.60952109 0.60983282 0.55269151 0.5379528 0.40778362 0.51909767 0.51028806 0.6446734 0.5631517 0.47373582] [-1.37207692] [ 0.50403105 0.73081435 0.55465339 0.46672756 0.33646826 0.48600991 0.49837205 0.57184073 0.57290883 0.43196094] [-0.75002902] [ 0.67619186 0.6764325 0.55106125 0.42045683 0.32737181 0.38082232 0.61949118 0.64561138 0.64550775 0.38314451] [ 0.34282754] [ 0.52047234 0.53143443 0.60646902 0.33226185 0.23391939 0.42535907 0.52417699 0.68625911 0.6174187 0.27873595] [ 0.58464484] [ 0.75909299 0.66071006 0.54301757 0.26994758 0.32249294 0.31931362 0.57647035 0.65905124 0.5998802 0.45259507] [-1.32690356] [ 0.59001167 0.76081363 0.43909058 0.48921391 0.40300679 0.49734808 0.628304 0.62177738 0.65386335 0.42576113] [-0.23362277] [ 0.40260941 0.654509 0.44475386 0.60331605 0.29190001 0.68006246 0.44549883 0.38335287 0.62180195 0.64150799] [ 8.94407192e-05] [ 0.19036866 0.64418028 0.51220122 0.5078797 0.44818293 0.68815724 0.41046991 0.31854811 0.58660553 0.51914949] [-0.11656816] [ 0.43857043 0.59309744 0.42958266 0.60763042 0.38716304 0.70437039 0.44676866 0.36954515 0.55908481 0.59466531] [ 0.0162497] [ 0.41951929 0.53504677 0.5335362 0.44851072 0.37564286 0.58201708 0.36999462 0.67478103 0.52125917 0.48548254] [-0.35996795] [ 0.68941706 0.62593052 0.55157829 0.37861076 0.42774711 0.59492853 0.47361945 0.49702154 0.63713546 0.60970019] [-0.3042497] [ 0.47290012 0.79582475 0.38044507 0.67339601 0.35448247 0.57593749 0.39539448 0.62472914 0.64516606 0.57401302] [ 0.21870853] [ 0.14261876 0.51386302 0.47629173 0.59305481 0.40929067 0.68376912 0.42796961 0.47452667 0.47697269 0.48760702] [-0.60517121] [ 0.41609788 0.32143959 0.62219983 0.4610909 0.527316 0.61379484 0.46040784 0.55451323 0.43882065 0.38395427] [-0.44023074] [ 0.57760062 0.71170611 0.46385219 0.47416527 0.37443596 0.43649316 0.40794953 0.55088732 0.65901626 0.6803614 ] [-0.2049656] [ 0.24954401 0.35466162 0.64737575 0.38890812 0.54401501 0.74644685 0.39300028 0.52083775 0.35282976 0.44951281] [-0.24300128] [ 0.4279406 0.48687952 0.47680788 0.48277339 0.37139453 0.38265344 0.4731107 0.51288379 0.56099266 0.37305416] [ 0.10414168] [ 0.58710833 0.3678859 0.63402596 0.27730446 0.43425519 0.52348501 0.56702192 0.52858916 0.36826475 0.37283506] [-0.3473] [ 0.33513259 0.43512497 0.64173351 0.22832295 0.54066173 0.54334334 0.46821782 0.36903082 0.45471856 0.44130177] [ 0.1368248] [ 0.36243239 0.59661648 0.42984825 0.56421959 0.34908711 0.41386983 0.52377173 0.4883008 0.49278857 0.57651406] [ 0.19192628] [ 0.43048892 0.6884635 0.46012322 0.71716757 0.38837457 0.6258159 0.35437028 0.55354257 0.55572799 0.5863089 ] [ 0.24475164] [ 0.2865374 0.74698553 0.430634 0.59269234 0.26738659 0.60735494 0.48664111 0.7048741 0.53086982 0.45871177] [-0.71403524] [ 0.54303377 0.74239192 0.42451447 0.47555037 0.29742568 0.58478954 0.47093075 0.35777749 0.66507595 0.61418925] [ 0.21708826] [ 0.51194639 0.52893711 0.62441891 0.20012328 0.3347362 0.3417633 0.57600247 0.62872898 0.60870659 0.28736651] [-0.0782877] [ 0.27057453 0.50609472 0.61020769 0.39769142 0.45470522 0.70532465 0.36351066 0.51188134 0.5374852 0.54814985] [-0.6219412] [ 0.35651402 0.40035486 0.70427671 0.34675027 0.38385587 0.4714277 0.4909155 0.60022865 0.42656186 0.39689765] [ 0.81563795] [ 0.79651434 0.50828286 0.49944158 0.50350107 0.33544959 0.3081079 0.54909553 0.45829082 0.57254289 0.5530338 ] [-0.38401867] [ 0.71140133 0.36092021 0.63925065 0.36641071 0.50527541 0.54521088 0.47899224 0.55375347 0.43309869 0.40183746] [-0.26433274] [ 0.42347368 0.40607403 0.57454814 0.48158031 0.51720364 0.80539791 0.42247386 0.58894958 0.46746375 0.53301337] [-0.57689003] [ 0.48651092 0.61952768 0.48815134 0.55228369 0.40435451 0.68286243 0.45492544 0.48040937 0.51507603 0.51581155] [ 0.09697167] [ 0.39840668 0.42273892 0.61698694 0.41453509 0.41145929 0.53762532 0.46381519 0.50232164 0.46054304 0.38897312] [ 0.58777574] [ 0.48523561 0.50739457 0.54283012 0.39593842 0.36405303 0.63813967 0.40452773 0.5844623 0.48103714 0.43530492] [-0.34014734] [ 0.81516664 0.36823717 0.61535844 0.26495019 0.44663996 0.33321821 0.68487285 0.61129016 0.52865281 0.29587688] [-0.1368111] [ 0.41038331 0.61009304 0.47811211 0.5432436 0.31226693 0.45751424 0.49817803 0.53549286 0.62257624 0.46846044] [-0.62410116] [ 0.5595892 0.57818087 0.61235394 0.17269323 0.40327071 0.50914939 0.50397251 0.68798731 0.61096198 0.45880867] [-0.46066357] [ 0.74280699 0.68110096 0.46551202 0.31359737 0.29735027 0.39524322 0.50603767 0.52622098 0.57118274 0.4815639 ] [-0.60272349] [ 0.36986635 0.59937309 0.42943308 0.55188071 0.39731082 0.59984763 0.41248713 0.52775723 0.37755435 0.46268053] [ 0.1134298] [ 0.31221865 0.60103206 0.58193533 0.46956072 0.56104763 0.74653038 0.41938177 0.40893214 0.50607449 0.64696513] [ 0.56674179] [ 0.48856127 0.49430122 0.46502951 0.41202881 0.4543123 0.40518214 0.52189924 0.67684732 0.59759364 0.35896413] [ 0.45057004] [ 0.16756252 0.59943325 0.56195916 0.50725775 0.4005371 0.78783454 0.36917068 0.38182407 0.47814473 0.60017886] [-0.09460934] [ 0.49348515 0.60903586 0.42219186 0.43270723 0.35664447 0.32001637 0.48276399 0.47490246 0.5665666 0.49320358] [-0.88713483] [ 0.16260698 0.57660786 0.50125507 0.54319135 0.32331198 0.55247059 0.43752832 0.49470595 0.59437259 0.30443738] [-0.09235063] [ 0.39868595 0.61093622 0.41640655 0.27819205 0.34983904 0.31214919 0.47653146 0.64124622 0.57387575 0.3321333 ] [-0.0636742] [ 0.2671976 0.3356625 0.57238908 0.48759871 0.57766563 0.74676777 0.41316205 0.4212289 0.42766098 0.44254745] [ 0.44493826] [ 0.20472783 0.62561019 0.41687788 0.40898546 0.48605947 0.70334154 0.35860964 0.30696392 0.34247677 0.62078161] Progress: 69.1% ... Training loss: 0.319 ... Validation loss: 0.501[-0.10719408] [ 0.29818125 0.16495259 0.81639611 0.24031276 0.56729656 0.69377116 0.45540965 0.42557093 0.36212783 0.41137254] [ 0.95685412] [ 0.7003479 0.45327686 0.67821442 0.29498905 0.49705693 0.39479512 0.55964627 0.58426062 0.52329283 0.34434477] [ 0.63676639] [ 0.73638857 0.66821438 0.5047685 0.27586999 0.35371573 0.39922786 0.56678327 0.40641603 0.66213642 0.53181608] [ 0.66315842] [ 0.59119064 0.69854417 0.52862189 0.56721616 0.40627334 0.50072249 0.56772165 0.55505671 0.58549762 0.65133101] [ 0.29684091] [ 0.15438603 0.45073371 0.51927507 0.63625274 0.41039277 0.78762608 0.40611934 0.53367592 0.39576565 0.46356299] [-0.16166458] [ 0.59211894 0.33040989 0.67003626 0.26752832 0.49646463 0.31597391 0.5041306 0.42496472 0.45459239 0.36106756] [ 0.16890416] [ 0.47342706 0.49213114 0.46115848 0.43123104 0.3364453 0.58365407 0.50677429 0.61498078 0.41778879 0.34790192] [-0.34539631] [ 0.85764149 0.75160156 0.58519492 0.19412274 0.33122189 0.27358525 0.70018858 0.68771255 0.7423366 0.39159848] [-0.10475406] [ 0.3471645 0.64683191 0.41639748 0.5487929 0.39100884 0.61668717 0.35148673 0.52346514 0.42490685 0.4929805 ] [ 0.04741437] [ 0.21030647 0.4012517 0.58192882 0.40177759 0.48411749 0.5348229 0.41862082 0.37390761 0.46466387 0.43642743] [-0.02746044] [ 0.34619941 0.45190316 0.51627306 0.54072526 0.34650461 0.66213239 0.42417514 0.49820764 0.37987085 0.47383585] [ 0.17714767] [ 0.254933 0.47093445 0.57492842 0.47785138 0.54125566 0.78327655 0.38462431 0.45298164 0.45965976 0.52977602] [-0.05203649] [ 0.67185196 0.63502586 0.56053789 0.47024567 0.46334539 0.52809523 0.47107647 0.58852514 0.52876375 0.59956023] [ 0.5486534] [ 0.73779736 0.55043548 0.56099125 0.40195203 0.39273103 0.39682853 0.62614678 0.57730386 0.58715442 0.34889152] [-0.35832003] [ 0.33102934 0.54755507 0.33349231 0.62032763 0.33805508 0.71585312 0.33825413 0.65189763 0.49645134 0.38027163] [ 0.09969075] [ 0.42465016 0.68191149 0.43618679 0.53194043 0.41322615 0.74260783 0.5032329 0.51775969 0.49125916 0.60280107] [ 0.31169373] [ 0.36928372 0.37619389 0.66343076 0.42151225 0.3034449 0.59435457 0.40681258 0.43754652 0.40212946 0.32182922] [ 0.46519634] [ 0.74918505 0.53267453 0.61337527 0.3169073 0.45561835 0.39908543 0.52921336 0.43663597 0.62639822 0.46940474] [-0.69438854] [ 0.55197676 0.40520432 0.54764537 0.28762711 0.51182882 0.51717858 0.52069395 0.5993467 0.53966333 0.5247303 ] [-0.17596615] [ 0.32910043 0.31092005 0.60992546 0.55620723 0.35927234 0.70225359 0.36419969 0.54143287 0.39921513 0.39609777] [ 0.40733964] [ 0.17185227 0.51679939 0.41963184 0.55128724 0.35291076 0.80740735 0.34159323 0.46431331 0.44369947 0.48606726] [-0.37534457] [ 0.57757492 0.6901404 0.50061255 0.27232624 0.43584588 0.45754405 0.50868683 0.52123088 0.55834887 0.63009869] [ 0.13338861] [ 0.40719164 0.54983543 0.50981268 0.50246502 0.34436709 0.44571186 0.55250703 0.60803867 0.48384799 0.36578043] [ 0.62672319] [ 0.51549042 0.2748978 0.61425685 0.31893095 0.52820796 0.60021341 0.42749408 0.4850956 0.48014868 0.34850833] [ 0.72380113] [ 0.57117269 0.59765124 0.56774457 0.52552062 0.47801104 0.43982084 0.52433844 0.61470326 0.6089016 0.35488242] [ 0.68675623] [ 0.12868832 0.51428527 0.46657876 0.50988174 0.58129013 0.71652239 0.37390176 0.32995798 0.38950206 0.60873967] [-0.26671544] [ 0.38783593 0.80396749 0.41487255 0.70705815 0.34488328 0.64890217 0.35429212 0.54877456 0.65907368 0.57189347] [-0.08764994] [ 0.64274643 0.66331508 0.59695773 0.40623572 0.42084148 0.61164621 0.56873896 0.59919113 0.68321328 0.61567977] [ 0.18236672] [ 0.2721853 0.73609951 0.44633217 0.57049006 0.4004985 0.60998848 0.36970052 0.59374891 0.60413787 0.5602054 ] [ 0.12571634] [ 0.43808063 0.56853671 0.42985485 0.2725269 0.28940726 0.42949875 0.49670969 0.61715867 0.57732536 0.32866598] [ 0.10132398] [ 0.50771507 0.39351185 0.58034692 0.4608324 0.47604487 0.54775965 0.50958216 0.62415697 0.45187364 0.53275118] [ 0.58461571] [ 0.54811249 0.67639171 0.46500421 0.56973467 0.40222535 0.39184627 0.57751982 0.52966963 0.6173822 0.51697128] [-0.35243055] [ 0.36370773 0.60614665 0.34978603 0.63116653 0.34659856 0.51189808 0.36367552 0.48956076 0.47796715 0.49806905] [-0.08833535] [ 0.40986279 0.6167603 0.4495309 0.63326188 0.27400888 0.38921272 0.38484276 0.51005875 0.56022132 0.40619069] [ 0.67534539] [ 0.55045434 0.53060235 0.44127381 0.60759346 0.38913439 0.43105454 0.59557451 0.61237687 0.59182894 0.30587676] [-0.7261529] [ 0.64187571 0.51997202 0.70135294 0.175532 0.51473102 0.32588046 0.53479269 0.6439719 0.526326 0.47023855] [ 0.22031909] [ 0.5811139 0.51138953 0.54913507 0.44751049 0.3384394 0.42060715 0.48127524 0.79086198 0.55093741 0.3995193 ] [ 0.59294425] [ 0.31302136 0.34370899 0.65751545 0.32568032 0.56197082 0.56456292 0.45109843 0.38411144 0.49505828 0.45014283] [-0.07079016] [ 0.74612925 0.52957877 0.55245182 0.45876329 0.30035573 0.48704917 0.4487611 0.38884743 0.59220241 0.49672591] [-0.19062866] [ 0.59746588 0.49856591 0.54645471 0.40403451 0.48413902 0.58154348 0.45538578 0.59595553 0.52692727 0.49352839] [-0.14222461] [ 0.74569816 0.44777689 0.56738783 0.41357445 0.36035619 0.38612971 0.50603184 0.45032771 0.6047375 0.37832978] [-0.12565697] [ 0.38483712 0.68213153 0.4480758 0.68139218 0.31747667 0.58811799 0.46528592 0.54271769 0.53515831 0.54155606] [ 1.82068358] [ 0.77345738 0.60047045 0.60615636 0.36516531 0.47272524 0.43007607 0.50893792 0.53998604 0.6369933 0.44497735] [ 0.75194316] [ 0.15435261 0.5842865 0.3881938 0.66617162 0.54334448 0.77379432 0.28479257 0.42260975 0.47589634 0.62390714] [-0.26371089] [ 0.67809024 0.56480733 0.53854992 0.40478347 0.35411395 0.62253282 0.48144299 0.53472216 0.64130361 0.57154178] [ 0.7010628] [ 0.57375661 0.5824722 0.38317084 0.59341279 0.322174 0.31904155 0.5169241 0.55608087 0.52124218 0.69711375] [-0.45693982] [ 0.50370748 0.3581744 0.67252556 0.28928827 0.5474177 0.48060495 0.50691713 0.35849063 0.47313501 0.3735937 ] [ 1.44108667] [ 0.50261647 0.32056986 0.60828922 0.40747159 0.44508179 0.43316556 0.51487189 0.58591281 0.48641304 0.27882554] [ 0.12623789] [ 0.22684288 0.6384684 0.33214196 0.53243031 0.3082676 0.67239172 0.29221844 0.48994466 0.43679843 0.42161006] [ 0.2409799] [ 0.39432913 0.52905923 0.61915109 0.51495264 0.60140466 0.77713842 0.42400272 0.47601205 0.45254803 0.61181646] [-0.144698] [ 0.40149693 0.54373485 0.53333898 0.43475574 0.55012504 0.63773707 0.39750867 0.35887431 0.4423427 0.53742906] [ 0.571411] [ 0.12999759 0.67920461 0.38868089 0.6053791 0.45331945 0.71594887 0.3284138 0.43783757 0.46563216 0.60119418] [ 0.08311718] [ 0.30427288 0.78998808 0.30474112 0.71121945 0.33295522 0.69903789 0.35463059 0.61228755 0.52470392 0.64015849] [ 0.28557296] [ 0.6653265 0.62656763 0.49456316 0.4762872 0.31142873 0.54910756 0.53886303 0.48219543 0.5693217 0.60257082] [ 0.79720572] [ 0.62365823 0.58745638 0.58989703 0.36134453 0.44920076 0.53535438 0.52298756 0.57286331 0.56586256 0.47591895] [-0.53569535] [ 0.65581893 0.70748699 0.53240071 0.51411442 0.4386084 0.45551047 0.48402756 0.53828854 0.63561196 0.57220603] [ 0.12098023] [ 0.31373998 0.73114485 0.30977449 0.6658599 0.3991326 0.65531788 0.43217356 0.52868912 0.4967132 0.53314279] [-0.56338296] [ 0.42154404 0.52367087 0.60003778 0.355708 0.37662455 0.41294294 0.51484176 0.5029696 0.57365226 0.33500508] [ 0.04199595] [ 0.6627688 0.64005605 0.50187333 0.36143222 0.39607483 0.54469967 0.53305156 0.54040914 0.59393199 0.49286382] [ 0.5448447] [ 0.71005257 0.66413814 0.46205931 0.28200352 0.36039461 0.35334988 0.46769819 0.53659949 0.64685049 0.4354078 ] [ 0.2721976] [ 0.25096751 0.54977719 0.54062236 0.39986449 0.45182745 0.68237753 0.43314501 0.39866608 0.45572461 0.44871168] [-0.3799812] [ 0.63927331 0.5754862 0.47315798 0.43142665 0.38244355 0.4800419 0.54177934 0.48617735 0.58917954 0.5802503 ] [-0.17070861] [ 0.3786173 0.48401754 0.50129933 0.55079331 0.48787367 0.6031104 0.44628356 0.47839737 0.42732459 0.45173177] [-0.08907505] [ 0.35452664 0.70233597 0.42478377 0.61666814 0.42109077 0.59960676 0.41449582 0.39633115 0.60038387 0.53383813] [ 0.21892977] [ 0.18792205 0.49476654 0.50262752 0.51489282 0.39859961 0.6593194 0.25989374 0.39812652 0.43084503 0.43247769] [-0.09730762] [ 0.28231595 0.48507565 0.49583156 0.59811905 0.45069299 0.5793763 0.45277947 0.47663327 0.37198309 0.47158939] [-0.14398637] [ 0.44690469 0.70528056 0.43886179 0.57650387 0.28276387 0.66217591 0.40339691 0.45245568 0.4715937 0.65168659] [-0.39486725] [ 0.34194152 0.75939417 0.33255375 0.7521815 0.27937685 0.50569641 0.46263984 0.53206297 0.61044902 0.72834802] [ 0.30277795] [ 0.18732007 0.63358787 0.36351857 0.52253146 0.3889447 0.68818778 0.32015057 0.51791607 0.45380729 0.51246557] [ 0.28682847] [ 0.59568274 0.67215254 0.48361941 0.39662987 0.30750465 0.48571613 0.58500325 0.66149182 0.58895999 0.43435652] [-0.05226847] [ 0.26965322 0.56462447 0.60061789 0.39851922 0.3519407 0.65741746 0.4767626 0.50396036 0.54817803 0.4591738 ] [ 0.5021461] [ 0.12460346 0.42806784 0.54920044 0.54899967 0.41845824 0.80256317 0.38754894 0.37236484 0.4283965 0.51490796] [ 0.64074702] [ 0.22469613 0.63832266 0.46276597 0.50998384 0.35689048 0.59117914 0.37735183 0.56755861 0.58117611 0.42350959] [ 0.01382642] [ 0.40376645 0.50304645 0.61526432 0.4402789 0.49061887 0.55976315 0.51836932 0.38031887 0.49357097 0.48706148] [-0.12351608] [ 0.58285096 0.68715162 0.4504365 0.5645922 0.43958574 0.51691628 0.46463639 0.57323395 0.58480994 0.57901799] [-0.58321507] [ 0.75859214 0.47445686 0.47459191 0.45154726 0.30815442 0.38035259 0.47558768 0.4960918 0.54193232 0.42197355] [-0.35402053] [ 0.36913669 0.70530074 0.39450419 0.611841 0.37352744 0.49936938 0.41236908 0.35999131 0.45978587 0.53183259] [-0.27684461] [ 0.44120026 0.62477012 0.40462839 0.59099885 0.34368617 0.64412454 0.45789071 0.73548948 0.56361098 0.40394204] [ 0.39960928] [ 0.15383079 0.4719127 0.60066421 0.63754063 0.44937893 0.77394258 0.39413055 0.35752326 0.47684272 0.43338029] [-0.01425634] [ 0.35413863 0.47259292 0.52691361 0.36151581 0.48495537 0.64728429 0.32193636 0.51206584 0.4385362 0.41395436] [ 0.03663866] [ 0.25407131 0.23336678 0.6881387 0.41512652 0.45508419 0.66219171 0.42339294 0.44756077 0.34755863 0.36620674] [ 0.16979993] [ 0.58543623 0.50975518 0.52316235 0.36281802 0.33689341 0.38445314 0.52555883 0.54854516 0.62158246 0.40804952] [-0.56288981] [ 0.34629905 0.59062764 0.53241097 0.54786307 0.27297113 0.54348432 0.39531546 0.46120231 0.43246381 0.4250258 ] [-0.34197693] [ 0.32415596 0.4022877 0.68744638 0.27443742 0.38508189 0.47433016 0.4748596 0.57903395 0.46477046 0.39500685] [-0.6756363] [ 0.33025427 0.67943567 0.49242677 0.52455872 0.33466467 0.56739757 0.48005393 0.64077063 0.46760562 0.44246062] [-0.35921161] [ 0.6784988 0.61995409 0.47916291 0.49365317 0.27585851 0.45343661 0.46104502 0.44892744 0.51051449 0.60178308] [ 0.05654739] [ 0.21370974 0.37550604 0.6313544 0.46131286 0.4529392 0.58824051 0.42670354 0.4431157 0.35738635 0.45104962] [ 0.28776878] [ 0.25589539 0.53254557 0.51229462 0.41417791 0.38088104 0.81136571 0.36561185 0.46674217 0.42269117 0.54387861] [-0.07583925] [ 0.19630564 0.5693877 0.50092246 0.45217897 0.41892507 0.68398525 0.36437093 0.46224278 0.39146104 0.44214409] [ 0.08007708] [ 0.3668095 0.55916103 0.56702474 0.41860291 0.5411232 0.50431689 0.40500116 0.49635367 0.58369398 0.41378759] [ 0.28531101] [ 0.61306236 0.54845582 0.62445184 0.36124134 0.45993727 0.51047652 0.64105183 0.52589542 0.51898371 0.48719683] [ 0.08779647] [ 0.21778084 0.30828953 0.65713509 0.45320152 0.50658192 0.67523104 0.3876543 0.36724238 0.37152431 0.37909823] [-0.04741421] [ 0.60751827 0.72676543 0.47009306 0.51641356 0.28482066 0.44286611 0.52458195 0.66028658 0.65861161 0.41873208] [-0.85240087] [ 0.41407802 0.63229682 0.41505107 0.65958349 0.30864602 0.51782109 0.55831202 0.76852963 0.50404244 0.28955669] [ 1.21246517] [ 0.53568417 0.38092902 0.65749768 0.25632322 0.47225221 0.40803217 0.43762423 0.45211119 0.51644349 0.33670259] [ 1.65010035] [ 0.71540519 0.5331876 0.64206046 0.27873922 0.45086758 0.37672419 0.56469279 0.4621157 0.5797867 0.36287552] [ 0.0650666] [ 0.47102299 0.76965872 0.501617 0.51158987 0.40173457 0.64644254 0.47040829 0.43479266 0.57110175 0.60679989] [ 2.23264212] [ 0.59610033 0.70210622 0.5146433 0.42511267 0.37009331 0.5113394 0.47989097 0.54529859 0.64850336 0.52303326] [ 0.10469794] [ 0.60304794 0.51197485 0.5259381 0.30133529 0.44364016 0.59429461 0.44655433 0.65086528 0.59004925 0.43701681] [-0.03531962] [ 0.33801179 0.56781253 0.39357529 0.56014896 0.3389525 0.55810042 0.45753714 0.49634356 0.50536206 0.53874706] [ 0.03364491] [ 0.1993879 0.63957384 0.5200148 0.59348336 0.35549885 0.73061264 0.40539006 0.50023019 0.39442463 0.48564934] [-0.2908278] [ 0.44813713 0.64457467 0.40521219 0.61575084 0.34529403 0.45710849 0.60559053 0.56533444 0.58076049 0.35436593] [ 0.81117493] [ 0.35664039 0.6366951 0.41108111 0.65550038 0.28224572 0.47995613 0.44361982 0.54234177 0.51641202 0.41461062] [-0.36246813] [ 0.29218805 0.515225 0.5247273 0.34790103 0.37520047 0.50093394 0.40264354 0.50388643 0.47611841 0.31542856] [ 0.00123603] [ 0.30179878 0.5693856 0.41626805 0.62448968 0.39360045 0.72047106 0.37963108 0.47746746 0.42015476 0.49832282] [ 2.48677565] [ 0.50209971 0.66426455 0.52662669 0.45572495 0.36080182 0.5237712 0.41169738 0.61283065 0.71446245 0.53052572] [-0.0385375] [ 0.36120477 0.51764816 0.43464763 0.65970565 0.28307121 0.51073046 0.38240404 0.43767494 0.44066414 0.41624762] [ 0.10842718] [ 0.48900038 0.72223757 0.34216917 0.69356161 0.25929583 0.45086718 0.37142701 0.47947843 0.59901187 0.61202194] [ 0.10308836] [ 0.3970134 0.50053619 0.58850741 0.35441367 0.41276235 0.488022 0.46946875 0.48759845 0.49030942 0.44635915] [-0.514762] [ 0.79512043 0.6610862 0.5907898 0.34345407 0.47174025 0.50992858 0.59044599 0.50649128 0.63051065 0.659304 ] [ 0.35381278] [ 0.54225965 0.52449371 0.61872403 0.36959584 0.45871547 0.48987613 0.56087566 0.54438031 0.55059803 0.43357167] [ 0.55087602] [ 0.49837196 0.72306285 0.52292303 0.58354817 0.48888169 0.5749743 0.53161569 0.51177362 0.59960998 0.58990804] [ 0.22265664] [ 0.32633604 0.78513574 0.39922834 0.63013189 0.43457381 0.77337359 0.41552238 0.54376097 0.56523665 0.72758037] [-0.2105802] [ 0.46644697 0.4918068 0.60569999 0.26238274 0.49268138 0.35137703 0.47935768 0.40283927 0.5134599 0.42479437] [ 0.20421352] [ 0.22980138 0.53570645 0.59535115 0.47304363 0.38387887 0.7580933 0.36598657 0.36093832 0.41088827 0.51722941] [ 0.97493056] [ 0.36897693 0.70513962 0.37927975 0.56074191 0.22366512 0.40148728 0.47987623 0.61350232 0.58062966 0.38046463] [-0.25462087] [ 0.34778922 0.74998629 0.41781775 0.63034953 0.41472048 0.66045716 0.33088135 0.60876717 0.57154458 0.61887441] [-0.46750986] [ 0.73948911 0.49912873 0.57286998 0.28294532 0.43709022 0.48659923 0.49178799 0.46048438 0.54778594 0.534283 ] [ 1.0637273] [ 0.67229586 0.55527682 0.52703114 0.44565776 0.31458303 0.36283626 0.59214255 0.64716688 0.58803575 0.26804142] [-0.14694503] [ 0.66192813 0.62496705 0.39677634 0.48459644 0.26806721 0.46950315 0.44368935 0.44315614 0.55237366 0.45797332] [ 0.1974564] [ 0.28454534 0.77081147 0.33475631 0.64295416 0.37985378 0.6083731 0.37574965 0.40120423 0.51005281 0.6846176 ] [-1.73852516] [ 0.6377663 0.53359651 0.53900928 0.21107843 0.39957088 0.43892588 0.59351589 0.75166302 0.62715192 0.49788697] [ 0.32381475] [ 0.20717795 0.56343975 0.46273 0.48582707 0.41051478 0.7001737 0.3655706 0.41753967 0.43272952 0.51681286] [ 0.12913645] [ 0.1995006 0.38391858 0.47892406 0.54424204 0.54118945 0.51346579 0.45134648 0.45949509 0.39662627 0.55702016] [ 0.52569734] [ 0.13280696 0.5728564 0.39253949 0.71767703 0.40108527 0.59522983 0.34925661 0.36636807 0.4485074 0.64972797] [ 0.05334312] [ 0.40898675 0.42452121 0.63632937 0.40311216 0.55913824 0.56327975 0.3719421 0.43747307 0.52031579 0.40806492] [-0.44724506] [ 0.53949752 0.50985216 0.66914442 0.29650253 0.58900132 0.52840975 0.42877878 0.47673776 0.50070567 0.60308038] [ 0.14494318] [ 0.29622043 0.46102081 0.52085129 0.44246451 0.51221895 0.63473157 0.59184629 0.56653053 0.35997647 0.41858176] Progress: 69.4% ... Training loss: 0.313 ... Validation loss: 0.471[-0.4188447] [ 0.56513239 0.44822534 0.62440123 0.29470267 0.43110875 0.46087769 0.54920946 0.47072017 0.55202547 0.41555831] [ 0.11416551] [ 0.34875059 0.75058021 0.35295256 0.5795955 0.36426919 0.53753196 0.54897545 0.67109165 0.54493121 0.50305287] [ 0.32891275] [ 0.16112054 0.6199817 0.48887642 0.57851266 0.41069984 0.67051834 0.36373685 0.47599585 0.59835909 0.49094554] [-0.81846777] [ 0.46516777 0.23355601 0.7585696 0.31537826 0.48095994 0.43232511 0.52950553 0.54371643 0.36862167 0.25307262] [-0.02182223] [ 0.2876985 0.77076011 0.33635907 0.64015964 0.37693082 0.60185565 0.37836664 0.40793251 0.51321111 0.67849156] [ 0.33400541] [ 0.14971359 0.55352411 0.36878198 0.56669838 0.40153627 0.68110201 0.32053049 0.43594881 0.44394168 0.43360851] [-0.8718503] [ 0.65201843 0.641876 0.52614919 0.4435261 0.49595096 0.50749474 0.59809742 0.51793566 0.58990593 0.53816226] [ 0.67617462] [ 0.48097454 0.58942705 0.45132313 0.46968962 0.33672337 0.3259946 0.57121619 0.63720678 0.5672076 0.3253347 ] [-0.24094571] [ 0.51844171 0.45572046 0.57007568 0.26036269 0.47917557 0.54131206 0.49644138 0.60984889 0.57345746 0.39932928] [ 0.19438077] [ 0.45164323 0.60183615 0.55424872 0.59803169 0.44276661 0.59278555 0.50012663 0.58745978 0.51447758 0.55600822] [-0.03777743] [ 0.72443915 0.45968949 0.55441336 0.37804264 0.37458176 0.31752497 0.56700286 0.58956574 0.54784149 0.24408319] [-0.54502985] [ 0.42042228 0.42478016 0.64028307 0.43965646 0.48298271 0.61659438 0.42802886 0.31942602 0.3978645 0.43402677] [-0.07236032] [ 0.4277882 0.6687321 0.3454694 0.6464167 0.35325792 0.51719038 0.49969124 0.56307936 0.58014333 0.38908578] [ 0.11717077] [ 0.27327947 0.71388124 0.38432385 0.57357671 0.38176857 0.50817343 0.46970283 0.59001054 0.71511506 0.38965788] [ 0.41891949] [ 0.63774991 0.56257994 0.59250937 0.30629035 0.32755067 0.46714469 0.58941887 0.76779726 0.49500201 0.34385723] [-0.40404691] [ 0.49697248 0.31104333 0.59649093 0.34532322 0.49173212 0.58200505 0.53005039 0.50360897 0.40583056 0.35309728] [-0.27472458] [ 0.35800754 0.34969741 0.67381662 0.38702808 0.4099234 0.74804051 0.39160299 0.48806629 0.46510157 0.44782735] [ 0.7899942] [ 0.52019021 0.74175959 0.39233278 0.52092784 0.26653813 0.43503281 0.52466464 0.57485212 0.6687005 0.4528385 ] [ 0.31456244] [ 0.38337262 0.5510454 0.48907691 0.50254732 0.33417139 0.37052096 0.53931734 0.7174905 0.47789847 0.34214047] [-0.35523722] [ 0.37628444 0.72260085 0.38869205 0.68740968 0.23831093 0.5537934 0.51574332 0.69353233 0.60068671 0.4781722 ] [ 0.30726092] [ 0.32372504 0.4606926 0.51986281 0.40652715 0.39709998 0.51878464 0.33948404 0.49466457 0.38552894 0.38933108] [ 0.74055026] [ 0.43700815 0.37587284 0.67103721 0.26119151 0.43348353 0.52511974 0.41167007 0.45694283 0.40616789 0.3694824 ] [-0.08194702] [ 0.41155444 0.72539913 0.39686717 0.65229068 0.33904899 0.57945866 0.36699868 0.27544535 0.47785957 0.64944243] [ 0.10809815] [ 0.18819604 0.63353418 0.36487643 0.5196028 0.38639039 0.68420455 0.32192768 0.52398899 0.45652317 0.50692765] [-0.27219337] [ 0.32183699 0.50151708 0.59728136 0.37550675 0.4290856 0.71367359 0.4244928 0.49377005 0.59329563 0.51680465] [-0.20658278] [ 0.36459942 0.68405501 0.55166136 0.60225752 0.39714643 0.55321954 0.38083372 0.5830478 0.50928494 0.55679335] [ 0.44704821] [ 0.1825837 0.44206196 0.5411393 0.54304888 0.40650573 0.52199325 0.36272376 0.48505503 0.57391601 0.34385118] [-0.31891708] [ 0.51529486 0.40469484 0.63465374 0.21760363 0.49025285 0.48414093 0.43707839 0.54655945 0.52923357 0.36718847] [-0.38394391] [ 0.55661264 0.62200378 0.41745243 0.38791963 0.33249333 0.45640607 0.39158941 0.4464182 0.50282022 0.44180026] [-0.09739188] [ 0.32601975 0.65583005 0.41086395 0.61891004 0.39164781 0.56630834 0.58283378 0.53326247 0.54651597 0.44651912] [-0.57286095] [ 0.75070376 0.69136657 0.56379293 0.37182749 0.39275486 0.58358708 0.61133115 0.56894208 0.69242091 0.58315366] [-1.14985646] [ 0.7683984 0.61909673 0.54813472 0.34907693 0.42302519 0.37354346 0.48553536 0.53385843 0.63154987 0.66274073] [-0.27800521] [ 0.21951007 0.4468202 0.54491923 0.44162547 0.49865066 0.48827726 0.42198428 0.42124564 0.45707408 0.34319247] [-0.40703717] [ 0.39253035 0.40543375 0.71824521 0.33724612 0.50358874 0.668829 0.45814183 0.4182343 0.53448445 0.48248971] [-0.59809852] [ 0.67425446 0.47168392 0.61395359 0.458258 0.53956658 0.41787709 0.49377416 0.53513143 0.63092452 0.36619982] [-0.42233578] [ 0.586304 0.57078256 0.5695896 0.33138059 0.37708257 0.51130015 0.49122608 0.47776877 0.61049343 0.4332328 ] [ 0.6327398] [ 0.5420523 0.74512143 0.54578458 0.39812822 0.50665193 0.50145682 0.47419032 0.5833705 0.57737382 0.613637 ] [-0.43088402] [ 0.39242462 0.65520603 0.44974288 0.62084864 0.30371436 0.60782625 0.55739689 0.64789989 0.50924629 0.50794929] [-0.20778] [ 0.34914623 0.49163564 0.48538053 0.55141229 0.47312863 0.73764363 0.39569207 0.55702214 0.32686934 0.5651462 ] [-0.27370345] [ 0.67455754 0.54757746 0.68995539 0.37537747 0.53756445 0.47055984 0.57536137 0.50369466 0.55681301 0.60383389] [ 0.43297655] [ 0.38079219 0.62988958 0.40255557 0.64674157 0.34897907 0.54643341 0.42985186 0.53073867 0.50983674 0.51573931] [-0.7278521] [ 0.72445413 0.31881549 0.64374014 0.4157251 0.53990212 0.57045253 0.47338579 0.55160651 0.49328837 0.41229857] [-0.49176788] [ 0.65977957 0.66764773 0.52113906 0.53411735 0.28380072 0.47018745 0.50987328 0.49414243 0.68568329 0.55026692] [ 0.11164119] [ 0.75287146 0.49107796 0.61225607 0.26809174 0.46048097 0.3545428 0.58340079 0.46835625 0.5631079 0.42290306] [ 0.28386491] [ 0.10429093 0.3762573 0.48662507 0.65525035 0.46503208 0.71367489 0.27082396 0.43546105 0.40453946 0.47925965] [-0.61148349] [ 0.35691648 0.41498849 0.53176878 0.53561348 0.32517179 0.51208375 0.56317587 0.66604433 0.53438289 0.21558916] [ 0.53313545] [ 0.64575921 0.65954215 0.54936362 0.48652962 0.36189638 0.47489077 0.59641855 0.58899753 0.60883212 0.47451647] [-0.3956616] [ 0.52823197 0.65040534 0.44840602 0.47236666 0.35532481 0.31760458 0.40414592 0.58881733 0.52943456 0.54708798] [-0.48702759] [ 0.29416984 0.62568715 0.39780476 0.53204496 0.29852727 0.60509246 0.38985366 0.55872609 0.43563322 0.35552212] [-1.65102596] [ 0.60108023 0.63153996 0.50235237 0.4127136 0.30320909 0.30223937 0.58243126 0.61780541 0.70363536 0.31772645] [-0.40807115] [ 0.44665731 0.40619428 0.61343393 0.45482881 0.45668217 0.56320616 0.36318647 0.54570857 0.51289605 0.41284553] [-1.31309132] [ 0.272103 0.74780155 0.34456936 0.57025558 0.34844233 0.47707817 0.47265549 0.69727996 0.68462154 0.3412757 ] [ 0.28175323] [ 0.55210388 0.66079835 0.3904906 0.49459776 0.30036698 0.57522369 0.42388165 0.41552538 0.53338516 0.56414263] [-0.66215463] [ 0.51036566 0.67012833 0.55055225 0.29896648 0.58942061 0.4215503 0.47276122 0.47666326 0.53153651 0.66252854] [-0.03953245] [ 0.50110511 0.55877804 0.66682082 0.2722228 0.48788896 0.51002003 0.43522942 0.6280412 0.46113139 0.41397167] [-0.42273189] [ 0.45198478 0.50686565 0.6298862 0.37140923 0.54854769 0.52428103 0.42376407 0.38746811 0.48208448 0.58746473] [-0.26063936] [ 0.54549297 0.72834435 0.33198749 0.58540539 0.27549524 0.54991795 0.39576915 0.44289154 0.5457733 0.66143304] [-0.75818763] [ 0.39105354 0.53438061 0.62857883 0.20168379 0.39905832 0.46733764 0.52226558 0.57134327 0.53714507 0.38727138] [-0.4513088] [ 0.37175325 0.75133332 0.31963862 0.6399021 0.37959396 0.51107534 0.29392589 0.51254169 0.52322969 0.67534681] [-0.55129829] [ 0.5722494 0.52914237 0.61589715 0.34487807 0.50171942 0.52339925 0.55309208 0.47553484 0.38512879 0.54481808] [-0.65438658] [ 0.67958046 0.27285871 0.74824437 0.2901017 0.56919142 0.38786179 0.44845482 0.5284182 0.42738156 0.39872705] [-0.33838403] [ 0.27525181 0.44715803 0.48182024 0.62549487 0.4489265 0.56234067 0.41017073 0.49726848 0.41768952 0.35629585] [-0.01001026] [ 0.28678478 0.68629536 0.40658115 0.60066907 0.42231407 0.7232947 0.41203851 0.50303539 0.38519999 0.59955575] [-0.19003156] [ 0.68134187 0.50410507 0.55440387 0.33413091 0.28903765 0.27310714 0.64643079 0.6692366 0.65420482 0.2779459 ] [-0.71256593] [ 0.64721531 0.66219234 0.5592828 0.50989433 0.39755091 0.49201835 0.44183725 0.65859757 0.67613485 0.48862508] [-0.55641443] [ 0.29646011 0.34049851 0.62168063 0.4217212 0.45558139 0.42806787 0.47155574 0.35868871 0.43071465 0.29448655] [ 0.39976924] [ 0.24382638 0.62546758 0.5344744 0.5490008 0.40874019 0.75504179 0.3064864 0.39202073 0.46371902 0.63657327] [-0.08245829] [ 0.45298574 0.54778002 0.4608623 0.45424961 0.31442581 0.30425814 0.45056044 0.49606051 0.60030685 0.29069052] [ 0.18827892] [ 0.27912421 0.56314034 0.56801659 0.47282293 0.44290174 0.74871462 0.38673875 0.34803028 0.40227227 0.6150166 ] [-0.23024159] [ 0.48144562 0.53929001 0.53901837 0.40415457 0.44648152 0.6817018 0.36323763 0.40498727 0.39855537 0.62742134] [ 0.42021633] [ 0.40996681 0.65060326 0.52668046 0.58563585 0.38152496 0.43961604 0.45062115 0.62481324 0.69702746 0.39366105] [-0.45216879] [ 0.28853846 0.58464379 0.4703636 0.39559681 0.35123391 0.48501488 0.42633977 0.5801067 0.53870826 0.33129067] [ 0.87778044] [ 0.51302 0.65560003 0.36877564 0.55732459 0.36621929 0.36541623 0.49684528 0.46437177 0.56909084 0.73354541] [ 0.25867896] [ 0.50676105 0.66685275 0.4419009 0.62237903 0.44957183 0.54391869 0.55407516 0.63057578 0.53684568 0.47218446] [ 0.19254181] [ 0.24629597 0.61378332 0.34471213 0.60864869 0.38337783 0.58269342 0.38202059 0.47838052 0.54338619 0.56059176] [-0.08057951] [ 0.19408473 0.46256958 0.58312584 0.33208314 0.60248741 0.58152604 0.44285424 0.34693174 0.41936139 0.46514227] [-0.87579741] [ 0.76812706 0.58297428 0.55374873 0.30907129 0.37220536 0.37156322 0.4921898 0.56524341 0.64936637 0.49141424] [ 0.29160986] [ 0.16530412 0.58742395 0.4363097 0.57678222 0.52326663 0.72771002 0.32314254 0.46032577 0.40820833 0.57348609] [ 0.24905708] [ 0.7719515 0.6882141 0.4532268 0.40099855 0.24387821 0.28104573 0.58559405 0.58263551 0.69976075 0.34040777] [-0.1634944] [ 0.67323737 0.56976479 0.54366461 0.34553637 0.47863659 0.56214433 0.55780474 0.46798892 0.50980854 0.43642733] [ 0.06071797] [ 0.4223151 0.68733551 0.44846657 0.61969123 0.33427277 0.49453135 0.51813544 0.62241687 0.51761229 0.55860183] [-0.18063538] [ 0.27614452 0.74672176 0.37402892 0.73057707 0.31033719 0.70272968 0.43370429 0.49284842 0.53215158 0.55586899] [-0.27942785] [ 0.24330192 0.5443126 0.4617499 0.49890316 0.38750002 0.57498267 0.47209717 0.65776502 0.56929972 0.35032859] [-0.07658529] [ 0.30604763 0.4389327 0.64274608 0.44315234 0.40487343 0.5126407 0.50678651 0.46877149 0.44626475 0.46807375] [ 0.00596994] [ 0.3530403 0.51643969 0.55901413 0.49006864 0.46356618 0.74214596 0.45904739 0.44169732 0.36820317 0.60059989] [-0.16118857] [ 0.24220384 0.41956877 0.6812288 0.43643843 0.41529478 0.64013542 0.43909846 0.38316884 0.42398936 0.44543818] [-0.990814] [ 0.69505706 0.5965808 0.46573414 0.50660809 0.24494726 0.50154758 0.40981201 0.53218197 0.64817477 0.43624161] [ 0.18776638] [ 0.29966991 0.71500285 0.38916608 0.63465425 0.45503059 0.70701803 0.43204225 0.42319398 0.40571119 0.67772123] [-0.33236086] [ 0.39328965 0.34567256 0.68358752 0.16727974 0.38306315 0.38626752 0.58782346 0.5703852 0.54120337 0.21279427] [-0.93362335] [ 0.49923979 0.43547725 0.55782232 0.5662656 0.38427811 0.58235107 0.44378381 0.49248498 0.37502948 0.3583116 ] [-0.14346272] [ 0.76110931 0.54261313 0.57634033 0.28353396 0.33089094 0.4030182 0.63085603 0.71825304 0.5607427 0.39788887] [-0.30303288] [ 0.71690047 0.66926229 0.44793672 0.39511427 0.30354309 0.45514837 0.42792227 0.5849036 0.67133738 0.47354176] [ 0.45578272] [ 0.29446543 0.73697812 0.35205703 0.64530547 0.40857835 0.5815839 0.52824585 0.61062882 0.47746367 0.57445586] [ 0.51541949] [ 0.15167276 0.51772889 0.6228207 0.42659428 0.63015386 0.77422169 0.43731272 0.26341511 0.4365709 0.56867713] [ 0.54657191] [ 0.61145796 0.48648066 0.43705365 0.38700457 0.41956186 0.41156477 0.45806582 0.57375925 0.512224 0.33931499] [ 0.19521926] [ 0.25345029 0.48352356 0.64735483 0.4064552 0.55498746 0.7462181 0.41163748 0.40115497 0.41573769 0.54921093] [-0.65679281] [ 0.3658902 0.72430218 0.30431713 0.68460169 0.39415313 0.61283587 0.42211637 0.54459802 0.54015858 0.47020336] [-0.59396876] [ 0.56918027 0.4390151 0.6834943 0.36647684 0.54373288 0.48908299 0.40104126 0.53781634 0.49350106 0.40576976] [ 0.28318659] [ 0.1998981 0.53144832 0.57153186 0.45653054 0.47342545 0.72309546 0.38054487 0.35887903 0.43137993 0.57710112] [ 0.66250459] [ 0.75877599 0.41750109 0.67644248 0.4071685 0.45427662 0.42301541 0.45844869 0.52674132 0.54123746 0.34606198] [ 0.89760305] [ 0.77766184 0.6757419 0.57175108 0.44381213 0.30502082 0.30887961 0.56398298 0.77607106 0.64562516 0.32929182] [ 0.03360974] [ 0.64343832 0.69521118 0.46198047 0.42934411 0.35162584 0.489594 0.49203033 0.55181203 0.6008223 0.59635706] [ 0.51418149] [ 0.34454358 0.46604576 0.63026787 0.31164892 0.46934621 0.49795444 0.38178792 0.5202735 0.45376114 0.43738973] [-0.441672] [ 0.66053571 0.51603721 0.56293953 0.34912788 0.46273169 0.47829472 0.54625567 0.56712244 0.52971986 0.44274542] [ 0.08032458] [ 0.50933331 0.51897805 0.50610845 0.26157142 0.29544853 0.44768016 0.44753921 0.73601056 0.53705259 0.27934953] [-0.07233899] [ 0.36443176 0.55022217 0.52906047 0.5744865 0.35755149 0.71468793 0.42735532 0.42368221 0.48856416 0.62160488] [-0.03953245] [ 0.50110511 0.55877804 0.66682082 0.2722228 0.48788896 0.51002003 0.43522942 0.6280412 0.46113139 0.41397167] [ 0.81372876] [ 0.73713142 0.47537044 0.62499483 0.27226446 0.39771678 0.25000153 0.54951765 0.63078974 0.48162015 0.44441587] [-0.57931367] [ 0.46314989 0.32439252 0.59228621 0.5275718 0.40893546 0.63659363 0.47937628 0.54511863 0.36627304 0.41397499] [ 0.67313972] [ 0.32222477 0.67368993 0.45079068 0.63067877 0.4560515 0.52709025 0.39949704 0.59704277 0.55793262 0.5204608 ] [-0.15915] [ 0.23525606 0.59519588 0.43898972 0.64907496 0.43979444 0.66120806 0.44881207 0.40859539 0.50375149 0.45288154] [ 0.49388252] [ 0.4460226 0.45742439 0.5581148 0.35734087 0.43985397 0.53916194 0.40020548 0.56268215 0.54344575 0.36840272] [-0.20470461] [ 0.49968478 0.62347568 0.53062108 0.54331763 0.62357339 0.69066094 0.38248679 0.453971 0.45702513 0.64583432] [ 0.90944288] [ 0.69496516 0.62628549 0.5631486 0.3456619 0.38044854 0.4559999 0.51955913 0.4457719 0.58416773 0.60818491] [-0.56023926] [ 0.44241587 0.56665728 0.61771562 0.30904829 0.4704509 0.4421706 0.44809555 0.4736708 0.58853889 0.53583078] [-0.19688117] [ 0.281404 0.4421087 0.55837721 0.52151168 0.36218524 0.68996592 0.42730481 0.6178155 0.38491504 0.32976792] [-1.02713301] [ 0.57005244 0.64967429 0.37622577 0.54469456 0.38914924 0.58581681 0.41523393 0.60592343 0.56223851 0.43297798] [-0.61452273] [ 0.45499283 0.56419519 0.4543696 0.60885652 0.41449292 0.54364498 0.53284731 0.50362489 0.53165033 0.70577221] [-1.3486515] [ 0.30884686 0.57610426 0.45609559 0.38606533 0.3676577 0.41917429 0.45276637 0.61990729 0.54821088 0.2664087 ] [-0.67867668] [ 0.39893779 0.60022542 0.44308334 0.57142401 0.38525197 0.4112286 0.40413687 0.39951384 0.37168913 0.57803118] [-0.96585148] [ 0.62713831 0.61739473 0.48642485 0.54578558 0.34467082 0.66744023 0.45471171 0.55605757 0.46732413 0.54547235] [-0.03745905] [ 0.30987788 0.43624561 0.46104532 0.44590642 0.46668459 0.75616581 0.41579803 0.62707197 0.37237591 0.43104762] [-0.60411884] [ 0.25227871 0.39552418 0.60296198 0.4849778 0.30564717 0.60034102 0.44112556 0.66160894 0.47977956 0.29182695] [ 0.58123183] [ 0.29583175 0.47361293 0.58436971 0.36841345 0.37536415 0.40707134 0.52141187 0.58359295 0.56185948 0.24660284] [-0.1368921] [ 0.60805903 0.62857546 0.5932046 0.46714967 0.37598328 0.44001644 0.56344929 0.51733049 0.58451477 0.43264371] [-0.05430705] [ 0.32268716 0.28900448 0.74704458 0.36299839 0.58954716 0.68100609 0.40626068 0.33182558 0.39785664 0.40890014] [-0.97261606] [ 0.76384435 0.63546095 0.62005969 0.41725571 0.53387615 0.55531671 0.56459396 0.46220588 0.62506235 0.55381675] [-0.53117508] [ 0.49495913 0.39520893 0.67328983 0.23927404 0.52992544 0.59197129 0.4626305 0.45377966 0.39092206 0.53280535] Progress: 69.7% ... Training loss: 0.326 ... Validation loss: 0.516[-0.29758286] [ 0.4631652 0.433222 0.5971381 0.18080953 0.41334191 0.44318364 0.49680861 0.53037113 0.47922568 0.30571773] [ 1.20418738] [ 0.70385148 0.56843406 0.5086666 0.47379021 0.27548188 0.29434995 0.51016405 0.50418322 0.59955514 0.43921726] [ 0.19144616] [ 0.24687824 0.698006 0.46648745 0.58452614 0.45784753 0.67697427 0.40039133 0.64755222 0.4532928 0.52104552] [-0.17873853] [ 0.47972488 0.69144696 0.50798323 0.48241261 0.41548168 0.57334467 0.4689228 0.47238473 0.56833839 0.53992257] [-1.22717466] [ 0.30250934 0.52690942 0.5234826 0.41716286 0.26199352 0.47429283 0.39003329 0.61972417 0.46614297 0.30513737] [ 0.32422992] [ 0.13179484 0.5547673 0.45637445 0.53843598 0.44501074 0.75892559 0.37426997 0.466378 0.45100082 0.47403106] [ 0.39076847] [ 0.51728035 0.6963116 0.49074502 0.62463179 0.36739782 0.5042053 0.50705815 0.62450072 0.5993354 0.49740472] [-0.16452962] [ 0.66840842 0.64595476 0.48372294 0.37923925 0.35714609 0.40276489 0.51486123 0.59010821 0.58585069 0.46965485] [ 0.10948687] [ 0.32033564 0.70836318 0.48066697 0.51415415 0.53656992 0.68651572 0.40841668 0.4046698 0.57397634 0.60917258] [ 0.14117011] [ 0.4177184 0.57653937 0.39976201 0.56250641 0.38826401 0.49329654 0.49977588 0.68630812 0.67880732 0.28128505] [-0.2532368] [ 0.25746793 0.44929809 0.66008445 0.43938528 0.34531103 0.51148046 0.4438331 0.61820773 0.44285211 0.40224118] [ 0.38633401] [ 0.30972155 0.66950961 0.41224211 0.66684204 0.58960448 0.7071799 0.44453179 0.45241004 0.39587895 0.62898254] [ 0.24601826] [ 0.303916 0.76513139 0.42392713 0.65924966 0.43229706 0.70825463 0.46968214 0.44460466 0.51540118 0.68386982] [ 0.77937252] [ 0.7078876 0.59094137 0.60500145 0.40847622 0.47635866 0.43068342 0.55448994 0.5495717 0.55064096 0.46941107] [-0.06984609] [ 0.23295765 0.30092762 0.70933487 0.32854531 0.47013544 0.6732941 0.4698884 0.44854928 0.36086968 0.38541171] [-0.37907532] [ 0.41080977 0.72747687 0.5302793 0.39808354 0.44045146 0.6800295 0.55937322 0.43814639 0.65322377 0.61220521] [ 0.6761855] [ 0.30332438 0.72487866 0.36146901 0.57385681 0.3306195 0.60728837 0.46891402 0.53563245 0.54418937 0.51116843] [ 0.18196093] [ 0.23680929 0.47209967 0.57146763 0.49014445 0.44464091 0.75313713 0.43050727 0.46528745 0.32123219 0.51284765] [-0.04681029] [ 0.64754918 0.54527231 0.5702253 0.3837903 0.4227439 0.52748034 0.46698151 0.37498833 0.56232515 0.55776121] [ 0.07585609] [ 0.44518085 0.57254537 0.45452449 0.62690244 0.31288928 0.5869083 0.35923267 0.37724795 0.49655022 0.57412389] [ 0.2511661] [ 0.37739899 0.54821744 0.47647675 0.50016595 0.41852442 0.61621089 0.43671106 0.4155948 0.44405486 0.53756241] [ 0.06808817] [ 0.5232818 0.60684793 0.42085183 0.40098144 0.30056369 0.4723365 0.44650793 0.49709206 0.4756131 0.443117 ] [ 0.13290875] [ 0.39259211 0.67732941 0.39919303 0.56189412 0.44403528 0.59582033 0.38491202 0.35756224 0.42536893 0.67382781] [-0.30712121] [ 0.38774092 0.67055149 0.42890125 0.59205939 0.30058355 0.5764888 0.3993291 0.45067453 0.53052425 0.50193034] [ 0.05549047] [ 0.4602871 0.5326771 0.4669224 0.53481024 0.40365202 0.59150498 0.46388858 0.4205366 0.46471531 0.45678125] [-0.42116888] [ 0.69092473 0.50743707 0.61571681 0.45774507 0.37752605 0.43723284 0.4946721 0.40587979 0.58234795 0.51181221] [-0.77440071] [ 0.75650293 0.61883411 0.54160723 0.35757139 0.43402442 0.39904631 0.47559988 0.50876342 0.62083061 0.68246881] [ 0.26945906] [ 0.37708108 0.71631352 0.46090074 0.43878854 0.35757157 0.5813397 0.52144349 0.66434234 0.52537262 0.53975665] [-0.34590659] [ 0.72784696 0.58015857 0.49493486 0.40589871 0.36803273 0.48479352 0.43947999 0.56881289 0.51925281 0.60194779] [ 0.28747752] [ 0.16952732 0.56527279 0.57930254 0.47959153 0.38798493 0.72770641 0.40456301 0.36116307 0.55292953 0.50408625] [ 0.93841892] [ 0.6812983 0.57561039 0.52238 0.25237702 0.44035277 0.44239144 0.4692388 0.48419605 0.56772906 0.5128606 ] [ 0.08742661] [ 0.79382686 0.41549412 0.61755524 0.32770564 0.37538339 0.33405972 0.61431174 0.69286851 0.48023547 0.43498812] [-0.38161658] [ 0.46701841 0.58091426 0.40538833 0.667584 0.3125596 0.491687 0.37108572 0.3340615 0.48054101 0.5538985 ] [-0.13324923] [ 0.41634483 0.41393449 0.62979978 0.31107107 0.45729952 0.57334977 0.4380634 0.41248713 0.49082421 0.39992594] [ 0.08542816] [ 0.28403024 0.52943232 0.44626013 0.55397139 0.44693159 0.51539579 0.44197431 0.45821933 0.53118846 0.29934605] [-0.04382291] [ 0.4008805 0.60425918 0.59401989 0.34219476 0.40329773 0.65132261 0.46622422 0.46189097 0.50468035 0.59605652] [-0.12608798] [ 0.37018859 0.74774931 0.4114102 0.58283518 0.2702483 0.51831554 0.40375497 0.57139668 0.61943198 0.51667052] [ 0.06953734] [ 0.47592593 0.69014732 0.41594324 0.66785928 0.26458755 0.73046973 0.33500195 0.41598095 0.51226732 0.66106839] [-0.54559766] [ 0.41128813 0.35850723 0.63381164 0.26069843 0.42622007 0.46815766 0.4779928 0.54260156 0.39057151 0.28354604] [ 0.49871042] [ 0.31508771 0.67299545 0.4289976 0.54809965 0.56717549 0.75865193 0.3937342 0.42560633 0.42400136 0.67960275] [ 0.47767321] [ 0.37333729 0.39420986 0.56541988 0.54829187 0.49351135 0.42365257 0.46757202 0.50388875 0.45857198 0.40225894] [-1.28299623] [ 0.49722381 0.79478556 0.33430153 0.68086832 0.19101456 0.31024432 0.4800551 0.68206055 0.6128575 0.63586963] [-0.04983933] [ 0.59476905 0.48428571 0.60200795 0.40233244 0.43891917 0.52285907 0.42475188 0.51591795 0.53087326 0.52410065] [-0.01546344] [ 0.53009291 0.5773553 0.5404608 0.34090012 0.48559237 0.52938269 0.52579128 0.57369598 0.52588802 0.46874988] [ 0.72793791] [ 0.15616695 0.60542775 0.53141474 0.52999818 0.41373048 0.75174714 0.32605697 0.33565205 0.44793878 0.58532731] [ 0.19131402] [ 0.21261827 0.32204901 0.61193391 0.39270049 0.4300901 0.77751581 0.40557697 0.42312942 0.33522529 0.45018736] [ 0.21662911] [ 0.46519548 0.56254734 0.56448844 0.63248388 0.45966682 0.49582905 0.49449142 0.54722594 0.5369949 0.41401536] [ 0.43363289] [ 0.55091997 0.45413061 0.48501714 0.469188 0.37027453 0.33766667 0.53323389 0.49803608 0.5443443 0.36540946] [ 0.02269487] [ 0.50819888 0.58364968 0.48972502 0.61985387 0.34907713 0.60882796 0.36699078 0.32844693 0.42492705 0.69182902] [ 0.00699622] [ 0.38709546 0.62701557 0.50375626 0.59254658 0.30485639 0.49929358 0.40698603 0.55768159 0.60743733 0.44795222] [ 1.83194326] [ 0.79561472 0.51654802 0.60821295 0.34590578 0.39409707 0.24737723 0.66568354 0.66813292 0.57547107 0.3487772 ] [ 0.22030503] [ 0.76139588 0.45787294 0.65346323 0.30379541 0.46424009 0.24394106 0.60850108 0.66069396 0.55573127 0.25066931] [-0.17770714] [ 0.33577243 0.28235557 0.72041684 0.42007996 0.44355107 0.62066256 0.48823375 0.44235187 0.43195225 0.32802863] [-0.17984567] [ 0.46686086 0.57535105 0.46225037 0.64662759 0.35574657 0.42968396 0.48772208 0.61186753 0.56526658 0.46533141] [ 0.44672514] [ 0.68610294 0.64080176 0.48021959 0.46979006 0.25602811 0.50041775 0.49590494 0.55047743 0.63642998 0.50154412] [-0.01150695] [ 0.27939859 0.24036101 0.66568941 0.34422001 0.62087853 0.57219938 0.35659456 0.42244206 0.30263563 0.51289114] [ 0.42378425] [ 0.6096104 0.65951885 0.55088762 0.54347249 0.44307312 0.54252713 0.51455729 0.57122975 0.56599754 0.57236002] [-1.40362346] [ 0.63858312 0.76115662 0.4325661 0.5766661 0.19329787 0.38205414 0.43673954 0.51028623 0.62824987 0.43893953] [ 0.18142353] [ 0.53459368 0.62334856 0.51037802 0.47844995 0.27022242 0.35881606 0.48753429 0.49108412 0.53873198 0.41682872] [ 0.34580865] [ 0.52045391 0.49281058 0.63724488 0.36182984 0.48279222 0.5890055 0.52939448 0.35339219 0.47953624 0.47713291] [ 0.18514604] [ 0.14909715 0.51207393 0.59035299 0.60176835 0.40743593 0.74714296 0.39637038 0.40244155 0.49486107 0.45337458] [ 0.0180598] [ 0.46821974 0.66548584 0.47323333 0.51955785 0.3514821 0.64029589 0.45122961 0.31602826 0.6076719 0.66128042] [ 0.54921268] [ 0.33371585 0.61913594 0.35315257 0.64107284 0.31990981 0.59358524 0.41665057 0.41866241 0.57203401 0.56588412] [ 0.86600303] [ 0.40724307 0.60911012 0.45391413 0.62993401 0.42542267 0.5194472 0.4602653 0.58955597 0.50911532 0.66254808] [ 0.36783349] [ 0.26366163 0.75169227 0.35096117 0.74722977 0.32297392 0.66236492 0.42088963 0.55565612 0.47552286 0.75956317] [-0.25589882] [ 0.49537821 0.18197172 0.76628806 0.19719789 0.54072076 0.46660446 0.5349089 0.52212488 0.39876776 0.29032095] [ 0.15458661] [ 0.43932727 0.28696072 0.6424605 0.28599718 0.47557091 0.67614363 0.45632684 0.58762087 0.37010368 0.39845854] [ 0.89108225] [ 0.65181665 0.52585537 0.53616448 0.37851414 0.34250808 0.40587208 0.54816434 0.49659463 0.56424528 0.39993639] [-0.22092484] [ 0.40332012 0.78180169 0.45013358 0.65781163 0.32698737 0.66163383 0.34231345 0.55216554 0.57884942 0.59768335] [ 0.74664203] [ 0.18587866 0.72830136 0.37224713 0.63210648 0.58123329 0.80855939 0.30584648 0.54192601 0.42102171 0.69816125] [ 0.54087399] [ 0.64105541 0.69118924 0.49717364 0.36221548 0.36196219 0.43833158 0.53899056 0.58379043 0.63328142 0.43896825] [-0.50503505] [ 0.49276547 0.58854704 0.43913502 0.59075543 0.34830403 0.50803095 0.43513291 0.33640157 0.45730159 0.53697998] [ 1.3567129] [ 0.56963273 0.61655555 0.53644395 0.35688975 0.38873973 0.41473018 0.5108013 0.52185286 0.58561355 0.51709241] [ 0.56930163] [ 0.54452762 0.66528818 0.4258265 0.64005162 0.26163032 0.37635832 0.48912897 0.48212909 0.5849416 0.55947495] [ 0.2921837] [ 0.34306408 0.66260858 0.3539301 0.50714386 0.32936905 0.63175005 0.37872971 0.50985836 0.51036776 0.5668806 ] [ 0.07585609] [ 0.44518085 0.57254537 0.45452449 0.62690244 0.31288928 0.5869083 0.35923267 0.37724795 0.49655022 0.57412389] [ 0.11054535] [ 0.65700262 0.5859615 0.3786436 0.51494811 0.38926798 0.47542182 0.54723503 0.56478746 0.46706892 0.66595242] [ 0.46355959] [ 0.66422164 0.71039607 0.48812195 0.45776582 0.3745092 0.48767609 0.44115057 0.38108116 0.64666987 0.59888574] [-0.08271226] [ 0.32235746 0.40031828 0.60512157 0.36744773 0.45295219 0.67061025 0.42859336 0.45930005 0.42930012 0.48548509] [ 0.81713436] [ 0.4830438 0.62276033 0.494762 0.46651826 0.32275798 0.45393357 0.45377445 0.57288385 0.48964299 0.55239395] [-0.16124727] [ 0.32643945 0.53326391 0.48509897 0.60509386 0.29165844 0.56346523 0.406884 0.45345806 0.51947688 0.47731402] [ 0.23545103] [ 0.43690517 0.7105193 0.31864254 0.54172687 0.55574472 0.62879712 0.37581662 0.44461873 0.4200307 0.76145549] [ 0.35651019] [ 0.52208997 0.67274882 0.44435748 0.58210437 0.28374822 0.54809188 0.51433886 0.45602917 0.57544541 0.60702723] [ 0.22922438] [ 0.38116781 0.73539918 0.41779733 0.676984 0.31680499 0.5731108 0.51885346 0.60122653 0.58554997 0.47404618] [-0.46623127] [ 0.65103304 0.64193466 0.5133297 0.32541101 0.26831599 0.31181629 0.48125474 0.62201226 0.6289927 0.39554099] [ 0.38613531] [ 0.15123908 0.24522836 0.69812912 0.3553021 0.52842316 0.70517935 0.40458666 0.23327562 0.37306087 0.36286649] [ 0.76024754] [ 0.70806073 0.53295807 0.64480208 0.33521255 0.49024417 0.52969807 0.53271953 0.61637566 0.55053892 0.47387874] [ 0.02818487] [ 0.72915378 0.57703458 0.57436555 0.30945621 0.28756767 0.23561967 0.51640191 0.62293607 0.57406329 0.30374517] [ 0.10274524] [ 0.716943 0.53054333 0.54578088 0.63114007 0.43740629 0.31721413 0.55891869 0.61298876 0.54860849 0.611826 ] [-0.36627206] [ 0.37281986 0.61729166 0.42028913 0.54141819 0.41566657 0.49728948 0.40110016 0.38954579 0.44312792 0.54256554] [-0.2664054] [ 0.38566622 0.5424213 0.54771725 0.46714096 0.44365168 0.60120494 0.55609459 0.53405783 0.46633494 0.53275386] [ 0.25838991] [ 0.43271013 0.79126177 0.31228231 0.54310487 0.24384237 0.57782356 0.41929516 0.53548933 0.57275035 0.5947546 ] [-0.07313972] [ 0.56981748 0.38594954 0.65181474 0.34001693 0.44308447 0.60183427 0.51252212 0.44405455 0.51799079 0.47778932] [-0.03525135] [ 0.60693042 0.6759692 0.48809686 0.39589482 0.37235893 0.54249306 0.54362028 0.61048686 0.50283031 0.56174848] [ 0.647979] [ 0.21453158 0.5304392 0.44158611 0.5163714 0.43452236 0.67523896 0.3476039 0.36479688 0.34691782 0.73970545] [ 0.1630359] [ 0.30175809 0.36837526 0.72738977 0.3590829 0.4517138 0.6842676 0.38836042 0.40523087 0.4781507 0.47758153] [ 0.06670656] [ 0.62783229 0.638666 0.45625855 0.41794183 0.31543023 0.35863024 0.43592973 0.51146853 0.51473947 0.52403277] [ 0.50790339] [ 0.68318869 0.5175143 0.64797229 0.3248774 0.45553107 0.38927875 0.58130008 0.61208496 0.58749441 0.35516215] [ 0.1755956] [ 0.41270872 0.52794478 0.52161991 0.51802896 0.45824686 0.62343801 0.45990293 0.58132602 0.55208824 0.45535157] [ 0.36125701] [ 0.2893749 0.57242274 0.37003624 0.6311989 0.44606212 0.62100945 0.28853148 0.38616257 0.43294593 0.5911771 ] [ 0.767828] [ 0.17734469 0.70763016 0.39380973 0.66513118 0.57765299 0.75110949 0.35574034 0.44101962 0.37472868 0.6573252 ] [ 0.31872126] [ 0.21086696 0.6167722 0.5084032 0.5722995 0.43012557 0.52737923 0.3144834 0.44399822 0.5366483 0.50017047] [ 0.10850718] [ 0.12744241 0.64941656 0.46288014 0.66085457 0.44251116 0.67043253 0.38516263 0.49252612 0.55034421 0.48386986] [ 0.15921354] [ 0.45145594 0.77081184 0.43468157 0.6762684 0.35567821 0.60125783 0.38396107 0.56809366 0.62677449 0.55541391] [ 0.10828167] [ 0.30806096 0.35124258 0.64818912 0.39198864 0.46480805 0.54952926 0.50957294 0.4276998 0.38833355 0.4017347 ] [ 1.17621869] [ 0.48484964 0.55790648 0.42661171 0.56563538 0.32994245 0.52154603 0.483373 0.58899967 0.58374759 0.38724791] [-0.64702687] [ 0.27932708 0.39183197 0.59823175 0.36722437 0.31203894 0.57998059 0.45133804 0.6434064 0.52489343 0.28949353] [ 0.20546398] [ 0.35628213 0.67908379 0.5380046 0.55803327 0.50241121 0.6982145 0.42522145 0.43808004 0.58578887 0.64628281] [ 0.50885667] [ 0.24762783 0.7169327 0.41361032 0.62958403 0.46049912 0.68519837 0.3919545 0.35561183 0.39586655 0.65084125] [ 0.55458329] [ 0.56170053 0.70093826 0.47126879 0.58990235 0.34604939 0.52652455 0.54744751 0.46963458 0.66812556 0.58397981] [ 0.43052375] [ 0.57069518 0.47924899 0.64281161 0.23677008 0.38723859 0.33868023 0.55687192 0.55593865 0.58044069 0.26313015] [ 0.1408732] [ 0.30234738 0.53139572 0.53727877 0.50670974 0.40614367 0.73434589 0.47717668 0.38710483 0.57323346 0.64474793] [-0.43479207] [ 0.28494562 0.65405741 0.46913669 0.59886374 0.35818597 0.63642433 0.4382663 0.49901562 0.51050476 0.43087264] [-0.34315023] [ 0.71018198 0.56305816 0.58972782 0.32892372 0.36666808 0.46288972 0.55932344 0.54418407 0.69989544 0.52374211] [ 0.40516158] [ 0.17517282 0.39267927 0.64500016 0.4189437 0.59275564 0.68343694 0.39298528 0.23395275 0.30443725 0.44696294] [-0.76724552] [ 0.36594392 0.60471588 0.37540617 0.36040514 0.28988926 0.58144841 0.44313238 0.72034993 0.52373495 0.34764326] [-0.46729735] [ 0.3157651 0.46267041 0.55073557 0.45048527 0.50430292 0.60685812 0.51809871 0.39071935 0.42377866 0.36296195] [-0.10334174] [ 0.2333581 0.1777936 0.82296444 0.34517003 0.55088265 0.65844496 0.39185702 0.32895932 0.31841125 0.35566262] [ 0.77004556] [ 0.58346391 0.60614235 0.54514107 0.5920197 0.43989773 0.4424482 0.51525577 0.6383045 0.62251767 0.35270147] [-0.23881147] [ 0.64828379 0.42239498 0.62325925 0.44178468 0.55638012 0.38032732 0.46259531 0.54201411 0.55440054 0.46429018] [ 0.3166784] [ 0.40214474 0.36620276 0.69236244 0.26566462 0.47002879 0.60142858 0.44713092 0.33269085 0.34141415 0.44328346] [ 0.07667845] [ 0.22918519 0.63842544 0.33427991 0.52847234 0.30410158 0.66511482 0.29507708 0.49987716 0.44125446 0.41234456] [-0.2204937] [ 0.36131458 0.61686544 0.36750832 0.6695426 0.29699593 0.69269976 0.36437593 0.53809923 0.39940772 0.50336031] [ 0.16721076] [ 0.37368147 0.56545647 0.52281229 0.62119949 0.37835015 0.68336558 0.39949144 0.30173098 0.49564619 0.58695349] [-0.33692968] [ 0.75252811 0.62506492 0.61049299 0.44927024 0.4912045 0.45717552 0.49197672 0.56572233 0.67772388 0.47476251] [ 0.21312869] [ 0.62615384 0.66524342 0.47883828 0.33175063 0.25900526 0.44116887 0.50528827 0.52741355 0.51253994 0.46478029] [-0.0891959] [ 0.64252306 0.67445196 0.58466952 0.22349992 0.4873225 0.43422208 0.47051414 0.56723079 0.63594217 0.45083657] [ 0.61493516] [ 0.49695539 0.73385423 0.33093346 0.49407703 0.3369623 0.51080722 0.3962763 0.46221255 0.58263544 0.48413263] Progress: 70.0% ... Training loss: 0.306 ... Validation loss: 0.476[-0.12590495] [ 0.32712074 0.4053443 0.64627465 0.30663787 0.51088446 0.66965186 0.42427523 0.38030409 0.44994595 0.48953232] [ 0.28526811] [ 0.21424998 0.4777501 0.64992635 0.43755334 0.53319759 0.73623921 0.43044113 0.32362119 0.37934887 0.50627235] [-0.78930026] [ 0.54326927 0.50368332 0.58348823 0.42582567 0.41406261 0.46733335 0.57851232 0.49578862 0.45510107 0.42932014] [-0.32124178] [ 0.5150709 0.58424525 0.39811685 0.5569565 0.34047277 0.63663919 0.48217865 0.69558825 0.52546037 0.35293051] [ 0.31655801] [ 0.13719035 0.47781689 0.47816876 0.55710134 0.53279825 0.78509369 0.45692377 0.4527521 0.35965313 0.49377883] [-1.4103245] [ 0.54909198 0.44756658 0.55413647 0.22011383 0.42611208 0.40158109 0.54525385 0.70378177 0.605967 0.28861984] [-0.57152119] [ 0.55306038 0.73068987 0.38708013 0.59712168 0.23947773 0.58220604 0.40884979 0.44190033 0.60941192 0.57515243] [-0.07884284] [ 0.33941498 0.43694014 0.49234627 0.57271134 0.55788708 0.75431299 0.40119295 0.55985619 0.36670134 0.49129184] [ 0.34064865] [ 0.69280812 0.69419531 0.45745559 0.31836558 0.27906884 0.31139187 0.53197502 0.54515791 0.64025308 0.41396458] [-0.23413577] [ 0.39518968 0.68064243 0.37028881 0.64402582 0.33715949 0.57879154 0.43037313 0.32389273 0.62052682 0.68615157] [-0.66756144] [ 0.48477836 0.62800243 0.46507145 0.53145986 0.39728632 0.67620518 0.47595857 0.5258413 0.5667585 0.51348156] [-0.24432933] [ 0.59048139 0.62099492 0.52568055 0.42520575 0.37573077 0.4142732 0.48138689 0.43603573 0.5458165 0.53586863] [ 1.43460337] [ 0.69025533 0.54304705 0.61867965 0.4157872 0.38646676 0.44258548 0.45985814 0.53396206 0.4896552 0.37868378] [ 0.36175903] [ 0.30344515 0.37539013 0.63691133 0.24902783 0.69527487 0.77381598 0.35864854 0.37118631 0.30599844 0.67414599] [ 0.27800828] [ 0.48007927 0.65044386 0.47556663 0.45784099 0.28980582 0.39671565 0.45242914 0.6126024 0.55362828 0.40794499] [ 0.15530508] [ 0.25923838 0.29624727 0.76586457 0.3443605 0.50103713 0.67157464 0.46660312 0.42158009 0.43592481 0.4239594 ] [ 0.77817443] [ 0.41820956 0.42344897 0.64891289 0.23312707 0.47425075 0.53310861 0.44336806 0.46911057 0.43373174 0.41188097] [-0.26697327] [ 0.45317253 0.71684349 0.38000704 0.65396785 0.32292325 0.58974408 0.43171775 0.35493406 0.51546518 0.65933127] [ 0.67754844] [ 0.10186222 0.52161451 0.49819922 0.65837872 0.48706493 0.85820351 0.39581712 0.33950842 0.46014405 0.54651737] [-0.52378802] [ 0.36327044 0.60811065 0.44936997 0.59607708 0.42048169 0.44895722 0.40619501 0.64026969 0.57876847 0.3278772 ] [-0.44694817] [ 0.67405632 0.75651531 0.4350349 0.33809563 0.22800875 0.41658647 0.52587659 0.55698827 0.58395845 0.49106631] [-0.28375979] [ 0.52880106 0.57910024 0.48956143 0.62511514 0.36536674 0.76459669 0.41924762 0.53816812 0.41547654 0.62702982] [ 0.45933428] [ 0.13811148 0.59059523 0.40507648 0.62376281 0.49763699 0.82671516 0.46584098 0.4692534 0.4422436 0.60850032] [-0.0148008] [ 0.60662783 0.59130093 0.54988489 0.55650369 0.43428795 0.45879932 0.45568908 0.62470816 0.65241225 0.38734684] [-0.26375701] [ 0.34064622 0.60895069 0.40912914 0.63272707 0.36696476 0.60966741 0.41587655 0.66184459 0.58237527 0.38177029] [-0.68185711] [ 0.59663984 0.59230405 0.43470973 0.58081399 0.3486772 0.50942535 0.42290254 0.40247725 0.60738413 0.51393921] [ 0.0641074] [ 0.51841323 0.38867799 0.51729375 0.51945655 0.27302055 0.4157059 0.4463074 0.63195189 0.41029504 0.28950222] [-0.35233662] [ 0.53827988 0.62973946 0.38939524 0.4921443 0.51624839 0.72750007 0.45252916 0.51465844 0.45519031 0.67188713] [ 0.18586192] [ 0.26824775 0.63080746 0.53278821 0.564199 0.56605296 0.70344967 0.41299509 0.52134312 0.38455455 0.63852486] [ 0.20898729] [ 0.2446738 0.54229805 0.50685522 0.46086987 0.47962714 0.76548285 0.33091733 0.536748 0.47573153 0.63449513] [ 0.45292312] [ 0.63310144 0.74554813 0.51594094 0.53406308 0.40038384 0.4816687 0.58917414 0.55884776 0.6202325 0.66829875] [-0.47322522] [ 0.46335691 0.30856147 0.59397303 0.39451881 0.38146587 0.45030202 0.53515901 0.66719164 0.31202015 0.29532387] [-0.1589854] [ 0.31270042 0.64454565 0.46497456 0.56205953 0.42042091 0.67756022 0.4407944 0.44448721 0.55273243 0.62226096] [-0.07825914] [ 0.305216 0.53180823 0.5121204 0.63731441 0.41323835 0.66012407 0.36362616 0.38695972 0.46853266 0.55619733] [ 0.36885796] [ 0.57625421 0.40617381 0.51014322 0.33707026 0.38063317 0.32646632 0.58140443 0.58702559 0.53214313 0.22978576] [ 0.02480577] [ 0.36559952 0.60037646 0.64311599 0.37119369 0.59602469 0.58058372 0.3689637 0.46886033 0.53332141 0.54575446] [-0.05199346] [ 0.54121093 0.62324365 0.51268353 0.47466064 0.26625777 0.34919415 0.49124367 0.50007882 0.54331756 0.4084897 ] [-0.20225713] [ 0.28012241 0.4242752 0.5243692 0.46145149 0.51062955 0.54276273 0.40664099 0.43899022 0.55199076 0.37841883] [-0.51782023] [ 0.68090937 0.6195965 0.47858618 0.49385607 0.27573594 0.45248744 0.46081764 0.44751359 0.51025282 0.60318672] [-0.53493936] [ 0.34113494 0.70640424 0.36841823 0.62753567 0.37637975 0.45950154 0.35845834 0.4016792 0.48917184 0.54255991] [-0.3879603] [ 0.69621203 0.56090996 0.6164046 0.3903341 0.49521721 0.56193618 0.58851669 0.53594476 0.62383979 0.52056793] [ 0.14728321] [ 0.33726484 0.38809818 0.69168292 0.37210606 0.41528876 0.50924601 0.44265042 0.4900843 0.36801921 0.40115713] [-0.00839431] [ 0.22292122 0.66212911 0.53082214 0.4614705 0.37904205 0.69364289 0.41156035 0.53903289 0.54797436 0.52130865] [ 1.23815719] [ 0.6341559 0.45219985 0.49038206 0.39879749 0.41320727 0.23942898 0.55850604 0.52398188 0.60182336 0.21904448] [-0.4318017] [ 0.56081698 0.5287255 0.6126472 0.34864736 0.50769555 0.53946475 0.54742875 0.46085542 0.37916553 0.55553638] [-0.34182617] [ 0.50010012 0.52019155 0.45603117 0.51360976 0.35464498 0.63363936 0.47670498 0.62108997 0.5433748 0.40654777] [ 0.2809053] [ 0.33061578 0.28922516 0.71198759 0.33901772 0.44104851 0.60197962 0.41578651 0.41597357 0.44942842 0.32036532] [-0.40300286] [ 0.59850928 0.68345589 0.54720863 0.38156663 0.40927561 0.50011725 0.54328804 0.61146078 0.56788157 0.52328423] [-0.62937044] [ 0.71668626 0.72027246 0.47487583 0.34711017 0.33682923 0.51602168 0.48371656 0.51461732 0.58999086 0.6477544 ] [ 0.29155024] [ 0.24791116 0.46421364 0.40961611 0.37171305 0.53336645 0.76589286 0.31143463 0.39970208 0.34067757 0.57480905] [-0.24406231] [ 0.53283526 0.37322368 0.67664832 0.28676827 0.3501016 0.63738545 0.46901322 0.50207289 0.41318974 0.37211938] [ 0.17905517] [ 0.28613544 0.54997677 0.53304467 0.47957329 0.43284099 0.77980172 0.39494557 0.59181676 0.45369669 0.52643517] [-0.26040453] [ 0.47231056 0.49345232 0.49142423 0.34423694 0.48279251 0.74137389 0.45532733 0.5163692 0.35848232 0.55542158] [-0.12118353] [ 0.45390571 0.59346365 0.50096509 0.50615015 0.38141723 0.37874164 0.47475869 0.47993111 0.56437509 0.54562133] [ 0.09912546] [ 0.68620488 0.51090907 0.4956059 0.32871781 0.30222427 0.38744802 0.55428573 0.4112147 0.54332238 0.37808473] [-0.13783986] [ 0.23126694 0.65917381 0.43413446 0.67115789 0.36324233 0.70318046 0.42752227 0.46511358 0.46476557 0.51546694] [ 0.44160998] [ 0.39616405 0.21183654 0.6832462 0.30440741 0.58592127 0.64286934 0.47199129 0.61960526 0.45770886 0.53921764] [-0.16992324] [ 0.44371649 0.6320676 0.41731569 0.49299611 0.46812578 0.65617425 0.3449118 0.45355414 0.44129039 0.68795404] [-0.18701374] [ 0.21380769 0.62852628 0.38984037 0.70342556 0.36796581 0.58970449 0.50926958 0.55742043 0.52686515 0.49762095] [ 1.44842325] [ 0.52272575 0.642042 0.39933805 0.58169517 0.23973989 0.46831483 0.55024292 0.84482418 0.52951488 0.24549314] [-0.09880846] [ 0.70498279 0.57431403 0.64523055 0.34305759 0.48162918 0.45796897 0.51668504 0.61419888 0.65225467 0.47368299] [ 0.15015847] [ 0.40720492 0.64777398 0.42154799 0.68470324 0.32077776 0.61978524 0.44086162 0.35932175 0.55298094 0.51159164] [ 0.55642227] [ 0.48934374 0.44823762 0.57411472 0.38955918 0.43333515 0.6490532 0.38383533 0.5577498 0.54940381 0.43173879] [ 0.71351214] [ 0.2359891 0.47168764 0.51773629 0.43929962 0.37299454 0.50821173 0.42245575 0.42537338 0.46233067 0.32007792] [-0.19231468] [ 0.32764045 0.51389474 0.4181062 0.42251432 0.43588646 0.50484678 0.37787148 0.47279633 0.50873962 0.42795599] [-0.37420208] [ 0.51484567 0.43289043 0.62162909 0.35332278 0.46536752 0.39091194 0.45690508 0.45581595 0.42323297 0.49979303] [ 0.42581672] [ 0.10500461 0.39828498 0.60066172 0.56855408 0.51842359 0.79132081 0.41391045 0.31959917 0.42772376 0.48227096] [-0.26216775] [ 0.51927187 0.46011207 0.44115635 0.56874472 0.39525015 0.45486041 0.44184948 0.34729527 0.52003907 0.4026681 ] [-0.98129768] [ 0.53256284 0.68235444 0.44743647 0.61534481 0.3979499 0.57370857 0.44763249 0.7266436 0.51031856 0.40697676] [-0.62741333] [ 0.42090148 0.63376245 0.40548624 0.51149917 0.33392274 0.57146183 0.45950207 0.31867567 0.62315728 0.53001684] [ 0.18881263] [ 0.5598285 0.45399741 0.48790551 0.4645169 0.36500056 0.32602142 0.53786289 0.5094843 0.55004547 0.3557244 ] [ 0.31078963] [ 0.16132536 0.74281712 0.35088953 0.70227483 0.46922743 0.76067203 0.33425056 0.60302473 0.50452158 0.62886228] [ 0.10533205] [ 0.67539856 0.50940631 0.53863158 0.33781233 0.35712428 0.27783924 0.44509079 0.45591819 0.56992187 0.33394837] [ 0.94677713] [ 0.49061845 0.46167789 0.56809443 0.4611964 0.41576528 0.44954065 0.43601827 0.57267778 0.47776432 0.31668144] [ 0.55807035] [ 0.69013061 0.60113018 0.58447017 0.28042468 0.43818404 0.46615263 0.55179871 0.566056 0.61488861 0.41221858] [-0.69669942] [ 0.80668464 0.49435532 0.57995535 0.39106476 0.40667531 0.41961468 0.52579939 0.38328745 0.51100392 0.54274442] [-0.70205807] [ 0.45328887 0.78908028 0.35361609 0.55283933 0.33576475 0.61930712 0.43052927 0.52980618 0.65759077 0.66115008] [ 0.47778039] [ 0.25892961 0.65780895 0.40266916 0.61585803 0.37406551 0.57409348 0.41511017 0.55339577 0.49685789 0.50902698] [-0.37445064] [ 0.74157856 0.66340752 0.49341101 0.30938896 0.30028898 0.387702 0.50169055 0.59394711 0.55486482 0.51912414] [-0.0290843] [ 0.2389262 0.5606881 0.53431759 0.57714522 0.42114277 0.70635088 0.42839948 0.41531477 0.5065154 0.49744579] [-1.26388997] [ 0.53731267 0.61559127 0.45829176 0.55916613 0.29638914 0.35462724 0.5581499 0.70637936 0.61970619 0.27926537] [ 0.60747363] [ 0.52024026 0.42856575 0.62106363 0.43011545 0.54488923 0.58066451 0.46399167 0.47238572 0.43369282 0.49171854] [-0.35092549] [ 0.69371145 0.59409665 0.58335756 0.36499234 0.4150087 0.48555395 0.60813865 0.56404016 0.63108501 0.48130219] [-0.72471544] [ 0.59424832 0.6272826 0.42075694 0.52221288 0.35158168 0.3794998 0.46672911 0.46094126 0.546518 0.61352253] [ 0.04162595] [ 0.29457296 0.49346825 0.59645034 0.39360785 0.40879935 0.60205968 0.51155376 0.62113861 0.36798134 0.39254915] [ 0.48569989] [ 0.10040548 0.60011057 0.5419656 0.57196029 0.50521056 0.77610029 0.37978703 0.3466656 0.47885391 0.58396654] [-0.22794546] [ 0.27872292 0.41804595 0.53150701 0.35098631 0.47752987 0.6517517 0.44711721 0.33101637 0.43220828 0.34219851] [ 0.39872571] [ 0.0992518 0.4725652 0.54766749 0.40611922 0.54225584 0.76050696 0.43452526 0.28078245 0.48084143 0.55422098] [-0.64240164] [ 0.4730019 0.73945122 0.39150725 0.64761749 0.31170073 0.54930613 0.36155764 0.42627295 0.57569077 0.53787349] [-0.49124149] [ 0.3693048 0.63794609 0.41064577 0.68303335 0.4020099 0.55828645 0.43404448 0.46631291 0.42430469 0.51870193] [-0.03260362] [ 0.41136343 0.69714982 0.44698706 0.56799368 0.36515525 0.62741007 0.56342639 0.58149697 0.53286339 0.60740268] [-0.15047047] [ 0.37116021 0.65829646 0.39018636 0.58288107 0.31017765 0.57756664 0.43393237 0.44883005 0.5351112 0.56723228] [-0.40075751] [ 0.39191516 0.66761995 0.40871075 0.5833017 0.51261386 0.57998757 0.42054583 0.48148434 0.50264027 0.62864849] [-0.63775487] [ 0.52565893 0.59327077 0.47865219 0.67156611 0.41464412 0.34377494 0.48019346 0.58981437 0.57626924 0.4406749 ] [ 0.00232059] [ 0.6345213 0.64289117 0.51539395 0.45765145 0.33658632 0.37468076 0.45950901 0.54800069 0.64678757 0.45684357] [-0.39306517] [ 0.43988177 0.62359753 0.54685748 0.56064408 0.35397995 0.48284088 0.44897376 0.54591438 0.58307832 0.40818389] [-0.44965248] [ 0.67577874 0.58091273 0.61007301 0.45734979 0.459314 0.37234069 0.54210375 0.56718743 0.57124089 0.41882575] [ 0.65911852] [ 0.73095157 0.51199879 0.58385846 0.31040064 0.32744393 0.37462635 0.51508976 0.69610564 0.52660975 0.39892744] [ 0.19460254] [ 0.25863978 0.61648918 0.39884321 0.52705607 0.53180643 0.70790045 0.41762528 0.48404338 0.44206053 0.7259289 ] [-0.31624526] [ 0.43459452 0.72154399 0.37645082 0.62321195 0.4899625 0.69516786 0.48728583 0.49722437 0.45332436 0.58300624] [ 0.37473892] [ 0.15047185 0.59904027 0.45493568 0.66227586 0.52500221 0.77706923 0.3914142 0.38924528 0.57005025 0.57348617] [ 0.51121793] [ 0.75397059 0.54562558 0.57344135 0.30370961 0.27959668 0.30206365 0.59024943 0.64397374 0.59103025 0.34829175] [ 0.2423471] [ 0.52648996 0.58065263 0.52755396 0.42028943 0.34520355 0.4327588 0.4758208 0.78188033 0.57406597 0.42417436] [ 0.09867605] [ 0.35159535 0.6249966 0.41482868 0.68727574 0.39904855 0.72415746 0.50435415 0.57763287 0.41156826 0.45037011] [-0.16839739] [ 0.57564077 0.61444744 0.49954558 0.53513265 0.31287748 0.4665598 0.5401459 0.43985143 0.56929504 0.559919 ] [-0.26807459] [ 0.57944222 0.42523751 0.5762994 0.39861868 0.3762652 0.56944117 0.52547462 0.6039363 0.49446335 0.40374424] [-0.09736059] [ 0.29143386 0.50023389 0.56524434 0.48036019 0.43005861 0.73640339 0.45316659 0.4784747 0.34547821 0.52049587] [-0.44670593] [ 0.71930697 0.6145064 0.59698165 0.33700497 0.45842014 0.53101427 0.55374654 0.44888999 0.69604446 0.61253964] [ 0.21525996] [ 0.17356174 0.56193091 0.52373358 0.47274698 0.48599832 0.67514686 0.37635198 0.39388809 0.45600883 0.57219247] [-0.13706298] [ 0.31493968 0.49955544 0.50502278 0.54957296 0.31120533 0.55303733 0.42219474 0.52154825 0.52200008 0.38940812] [ 0.03601321] [ 0.13555892 0.58281388 0.38953985 0.60717721 0.4386411 0.68062522 0.33290718 0.44003267 0.47866858 0.49488002] [ 0.33414811] [ 0.50405261 0.63546075 0.46550478 0.46946664 0.25095223 0.37887733 0.55853491 0.66927875 0.61949701 0.37066923] [-0.13395674] [ 0.31846559 0.51588637 0.5691578 0.57921984 0.57893399 0.58927057 0.35290869 0.45294417 0.54222974 0.44313481] [-0.16608737] [ 0.41326014 0.37531802 0.56937881 0.36488184 0.47890565 0.49567904 0.44043131 0.55734208 0.45412539 0.4097914 ] [ 0.19632372] [ 0.50546799 0.70927038 0.42292286 0.54028702 0.4093358 0.67299806 0.41218275 0.57342283 0.52619152 0.58492479] [-0.52310636] [ 0.71393905 0.34310128 0.66839097 0.43619898 0.39334262 0.52177523 0.45935741 0.4571959 0.48965047 0.470429 ] [-0.49901587] [ 0.75340639 0.63724635 0.54585137 0.39307968 0.25030848 0.31021925 0.56539564 0.60878611 0.6241017 0.41066746] [-0.28587829] [ 0.25702169 0.48831197 0.5673633 0.38603985 0.48885096 0.61276533 0.34402088 0.42975761 0.4597422 0.49347328] [-0.13273261] [ 0.29989646 0.56882331 0.48911182 0.57333066 0.38509242 0.60614578 0.45476934 0.45316889 0.43958887 0.39864808] [-0.37090924] [ 0.31062849 0.35788419 0.64055246 0.47209779 0.43714629 0.4638002 0.51326111 0.45788705 0.42738093 0.54848727] [ 0.03887315] [ 0.71231264 0.57024621 0.58606181 0.33457423 0.39027344 0.35464453 0.61533722 0.46823236 0.62057829 0.47233736] [ 0.12497431] [ 0.28852342 0.60731878 0.39361516 0.71115225 0.38031528 0.72056761 0.38619309 0.4184637 0.3798836 0.55507848] [ 0.1632771] [ 0.14030224 0.63530285 0.39347233 0.65000528 0.37257356 0.77079616 0.34524322 0.50806479 0.57100444 0.60016017] [-0.2201441] [ 0.4876244 0.56760918 0.53689443 0.40770613 0.43275119 0.54896815 0.4853339 0.54861836 0.4917452 0.53321375] [-0.07176801] [ 0.26965343 0.46375118 0.56937349 0.44553958 0.45770676 0.5637185 0.42464232 0.41944282 0.43656506 0.55793835] [-0.24577247] [ 0.2905767 0.70499891 0.45783408 0.44537642 0.43879665 0.53062894 0.42765598 0.53867705 0.55580465 0.6107469 ] [-0.93575271] [ 0.32650088 0.4140909 0.46709897 0.5719337 0.4298376 0.50824022 0.43584265 0.53863385 0.4062506 0.27454904] [-1.03180297] [ 0.24363397 0.49382652 0.63720547 0.48429268 0.28814191 0.54543967 0.44844325 0.64889259 0.5090759 0.32572615] Progress: 70.3% ... Training loss: 0.306 ... Validation loss: 0.490[-0.46833845] [ 0.30520306 0.48093465 0.65685599 0.40976556 0.44871859 0.52173982 0.3679281 0.4797112 0.55595554 0.40094496] [-0.10814681] [ 0.56624361 0.49574891 0.49385939 0.55927775 0.37393698 0.5517369 0.54469458 0.60410835 0.43363798 0.44568719] [-1.15250052] [ 0.57194166 0.65714532 0.45935017 0.49809935 0.28264972 0.37367847 0.51587058 0.53042263 0.6510143 0.40263007] [ 0.25737773] [ 0.30529297 0.63553188 0.46432332 0.54261037 0.4486266 0.73963324 0.37743806 0.44387311 0.51092447 0.64431038] [-0.26898976] [ 0.39354351 0.5522319 0.47860019 0.33512676 0.40251976 0.61225572 0.39103228 0.50898103 0.51541799 0.42297307] [-0.14173044] [ 0.47881661 0.41952623 0.45712932 0.58928229 0.28007521 0.47010734 0.42049744 0.44853283 0.58891774 0.33480741] [ 0.51397792] [ 0.24844103 0.45982 0.64966492 0.42449099 0.42759854 0.52650696 0.44034666 0.47784897 0.54277345 0.3657468 ] [ 0.49823715] [ 0.79134267 0.48685587 0.58320254 0.40462152 0.25702078 0.40848769 0.52708972 0.64442286 0.53683647 0.40243655] [ 0.20775616] [ 0.17554119 0.69963845 0.39512556 0.62053495 0.40844802 0.76174007 0.33469494 0.55169044 0.60562714 0.67933576] [ 0.3298443] [ 0.70310914 0.52282634 0.6181464 0.28841512 0.39799321 0.44410913 0.62777471 0.67729138 0.47579632 0.41955194] [-1.08619069] [ 0.30847831 0.60110071 0.60126443 0.33163722 0.28555702 0.5110519 0.48504133 0.62957347 0.61338118 0.36306893] [ 0.22141804] [ 0.64007631 0.51709802 0.56319036 0.25955358 0.42839033 0.34949077 0.58710808 0.55697361 0.57175137 0.39264801] [-0.34588169] [ 0.67940049 0.37097089 0.65785812 0.295029 0.49486178 0.56931455 0.50223992 0.58662915 0.47903947 0.45294592] [-0.31922684] [ 0.57877473 0.38272743 0.60545412 0.4096205 0.53778994 0.47429627 0.44537999 0.60683075 0.42951415 0.37978297] [-0.44278123] [ 0.37379813 0.72965041 0.39001514 0.60579382 0.34882809 0.58296821 0.39739015 0.39427855 0.65706137 0.56188968] [-0.48751613] [ 0.35904837 0.5700531 0.47919939 0.48044244 0.37230972 0.58505697 0.42676737 0.42281726 0.56930636 0.53448879] [-0.29530517] [ 0.52834208 0.77689161 0.45493655 0.56433681 0.29211634 0.41372154 0.45979966 0.54955514 0.65251962 0.6537707 ] [ 0.15229551] [ 0.74818386 0.43282789 0.63256413 0.26983898 0.50987471 0.42829995 0.58578513 0.37094866 0.57516127 0.46540882] [-0.56106305] [ 0.34569037 0.60216933 0.51530422 0.39647599 0.49746035 0.49987255 0.42729411 0.5135965 0.58608338 0.44318881] [ 0.10185159] [ 0.41850177 0.57915094 0.5897125 0.27715228 0.39460842 0.46029849 0.53063741 0.49118962 0.57497346 0.37733433] [-0.27928247] [ 0.51102229 0.74787698 0.42025697 0.59187704 0.3811833 0.58349963 0.49715001 0.59908623 0.57192453 0.60107976] [ 0.37526281] [ 0.5779304 0.46704673 0.65952439 0.32780363 0.35785072 0.30281662 0.48004415 0.73168182 0.57617249 0.25597513] [ 0.38067016] [ 0.13200527 0.679253 0.39375489 0.59638331 0.4427206 0.70290446 0.33510299 0.457525 0.47514427 0.58184812] [-0.16176817] [ 0.38953763 0.55360896 0.49432401 0.68946972 0.58971886 0.64279391 0.45478573 0.51124207 0.43985318 0.54974489] [-0.05085172] [ 0.43200664 0.58121816 0.42754036 0.49095304 0.33724616 0.31701495 0.44339778 0.55175921 0.48013448 0.48434955] [ 0.56114865] [ 0.56175889 0.67318968 0.48828825 0.33458981 0.36855331 0.47926302 0.58683691 0.59607546 0.60267481 0.44197663] [ 0.23057603] [ 0.48626785 0.71645672 0.54841516 0.51883224 0.39720291 0.76972798 0.49809039 0.55528782 0.53131474 0.64079255] [-0.44351928] [ 0.3761856 0.57885421 0.5581985 0.64342225 0.47091435 0.66237167 0.45388916 0.53957954 0.54759297 0.48909674] [ 0.0046435] [ 0.57530626 0.68467038 0.46112259 0.58749787 0.30985239 0.62564162 0.40801076 0.33451107 0.52308753 0.6596459 ] [-0.07904028] [ 0.2538998 0.25605794 0.70081798 0.25052237 0.48607205 0.67451263 0.50119717 0.36973626 0.33657213 0.36752337] [ 0.05406669] [ 0.28072782 0.73850445 0.36788415 0.66427717 0.35543382 0.77363192 0.50389528 0.62033732 0.43706383 0.53618334] [ 0.22277438] [ 0.29762455 0.77599914 0.3439127 0.76110283 0.35347252 0.67592512 0.38502246 0.42854815 0.46664304 0.65678556] [ 0.07740566] [ 0.60244927 0.60915355 0.55027025 0.54056619 0.40948963 0.52679345 0.50696157 0.63747598 0.55950373 0.48112795] [-0.31691579] [ 0.41559295 0.39599091 0.53918347 0.62126832 0.49106441 0.70542258 0.4682624 0.62283255 0.4019701 0.45556474] [ 0.59268033] [ 0.67589352 0.59705782 0.53197743 0.36706513 0.31882587 0.45797333 0.54184385 0.4567511 0.59174643 0.50302607] [ 0.08366775] [ 0.44414271 0.7430368 0.33050709 0.5638227 0.2442236 0.57728396 0.41433005 0.53952401 0.54268326 0.57213773] [ 0.22513026] [ 0.42607405 0.61593915 0.39366003 0.63093165 0.29785808 0.55816324 0.42502918 0.55432388 0.62994244 0.46072514] [-0.04447694] [ 0.3409494 0.45171922 0.51482819 0.54341577 0.3484043 0.66928618 0.4217357 0.49296856 0.37762338 0.47907724] [ 0.9787475] [ 0.536939 0.61544406 0.57641385 0.38815371 0.44688426 0.59756861 0.47619132 0.50293526 0.56952631 0.58447177] [ 0.9787475] [ 0.536939 0.61544406 0.57641385 0.38815371 0.44688426 0.59756861 0.47619132 0.50293526 0.56952631 0.58447177] [ 0.65573504] [ 0.74695753 0.50275127 0.59488333 0.2457406 0.42509219 0.31927453 0.57915686 0.43447312 0.62658494 0.40438873] [ 0.02954099] [ 0.18100984 0.50151265 0.50573075 0.64422888 0.33603301 0.50450852 0.4217186 0.480982 0.51458318 0.40155476] [-0.77531579] [ 0.73196477 0.49435186 0.67702649 0.42034018 0.46179834 0.38974995 0.55996843 0.66953194 0.53025188 0.34660534] [ 0.62177381] [ 0.72775751 0.24969291 0.72849276 0.17742587 0.41368978 0.35143295 0.55371263 0.67133696 0.4784895 0.26478259] [-0.15470862] [ 0.48470437 0.79821394 0.34589259 0.59970449 0.45642416 0.72359124 0.46869593 0.49753384 0.597925 0.72504877] [ 0.68223326] [ 0.71963724 0.52617813 0.58242734 0.40405537 0.33200181 0.44449658 0.61020869 0.72125575 0.49727178 0.40597394] [-0.24475506] [ 0.61675897 0.7949054 0.55533077 0.51993229 0.37083788 0.54994642 0.52971294 0.51523426 0.71353718 0.60508595] [ 0.26738615] [ 0.5788942 0.59036538 0.49151161 0.40789493 0.36478402 0.45817649 0.4988095 0.5394621 0.53914874 0.50284575] [-0.15994549] [ 0.20593401 0.2765477 0.77806852 0.39412024 0.49151381 0.65943188 0.38305089 0.36457428 0.3911718 0.37846394] [ 0.10728834] [ 0.17889903 0.67897256 0.50130025 0.4173343 0.42109717 0.69037945 0.35836593 0.53777635 0.49759683 0.58899933] [-0.23704976] [ 0.34312427 0.64596115 0.47381705 0.59244401 0.37809565 0.60115086 0.45433727 0.41199804 0.54083003 0.49303085] [ 0.12836025] [ 0.21772546 0.41174302 0.59428776 0.59058558 0.48064756 0.66917502 0.3826409 0.30339363 0.34733827 0.42311694] [-0.34331793] [ 0.39027138 0.76627914 0.38413653 0.51701897 0.26182468 0.59530713 0.40952928 0.49429748 0.56363562 0.58594454] [-0.12441049] [ 0.31668396 0.6041886 0.46665324 0.54576323 0.45244732 0.63354271 0.37455535 0.42907872 0.44661625 0.57841729] [ 0.3162588] [ 0.19449349 0.57491558 0.37678921 0.65279806 0.49401966 0.79059945 0.37484894 0.56071134 0.49864084 0.63165817] [-0.03401237] [ 0.47638184 0.50604487 0.5885361 0.31572692 0.43453802 0.50128786 0.45961036 0.56748574 0.53071982 0.49225299] [ 0.51689048] [ 0.59439212 0.58541811 0.50427672 0.56828184 0.30855031 0.4559643 0.49462325 0.43014601 0.56063276 0.53329635] [ 0.68563887] [ 0.6810757 0.73169705 0.43783148 0.41129497 0.30789051 0.38953331 0.49541285 0.41272759 0.68512873 0.53705638] [ 0.18755347] [ 0.25401712 0.47349636 0.54201533 0.42619261 0.50338492 0.75800307 0.35804036 0.52304041 0.44589807 0.5309813 ] [ 0.02415682] [ 0.47873567 0.56241334 0.52921906 0.38117756 0.43796963 0.5223118 0.49638816 0.59159287 0.43830605 0.48540504] [-0.30116429] [ 0.40084258 0.61420863 0.39373901 0.54563829 0.28861999 0.31524733 0.4517655 0.56339727 0.64894222 0.31468833] [-0.61668835] [ 0.42752103 0.75908986 0.321989 0.65504497 0.2289624 0.55532062 0.40977475 0.46609614 0.56704518 0.542654 ] [-0.31802082] [ 0.46375469 0.67700115 0.37132936 0.56960663 0.51535669 0.63553132 0.44369568 0.52770786 0.4934183 0.43597706] [ 0.41149022] [ 0.30757408 0.39776064 0.7029152 0.35639417 0.46709126 0.59647654 0.36565598 0.35486371 0.45741142 0.35852414] [ 0.36419837] [ 0.15437755 0.67821275 0.46077188 0.56570608 0.39367776 0.69049285 0.33260837 0.3960385 0.51167027 0.5852334 ] [ 0.03096968] [ 0.7203956 0.38070921 0.6299001 0.25910911 0.44603953 0.45837428 0.47878147 0.56884811 0.54963743 0.38199352] [ 0.11434956] [ 0.59324178 0.66018551 0.37051617 0.54478735 0.30717201 0.55089508 0.40845748 0.41277305 0.50115664 0.65712808] [-0.30976144] [ 0.74877432 0.55612341 0.54490359 0.45799352 0.5051582 0.43044831 0.51899929 0.47991572 0.6518009 0.37738836] [-0.7483417] [ 0.46693502 0.4430759 0.445501 0.52170365 0.51202623 0.56302416 0.44471342 0.47904954 0.39014337 0.39224986] [-0.41670009] [ 0.73299165 0.77928861 0.41460014 0.41347789 0.24560109 0.53776996 0.50949363 0.43874227 0.61808446 0.63649152] [ 0.18446304] [ 0.31725207 0.38723437 0.7164455 0.3988456 0.45929119 0.50866027 0.43042735 0.44044797 0.47661791 0.42440996] [ 0.37256392] [ 0.42674465 0.57983413 0.60131457 0.42233214 0.4573553 0.4518352 0.41775888 0.53627272 0.60506617 0.53792521] [-0.09612721] [ 0.68284207 0.6387437 0.42541817 0.45736002 0.38461121 0.57650715 0.53693124 0.37652802 0.49856386 0.53374573] [-0.16842457] [ 0.73387274 0.65187586 0.52408786 0.46942409 0.44514017 0.51398687 0.63470437 0.4959333 0.56715982 0.56923629] [ 2.01110107] [ 0.31270964 0.55621944 0.46899315 0.50273837 0.31176171 0.53574773 0.37300696 0.50451465 0.54016524 0.37136709] [ 0.06130414] [ 0.40368062 0.66651986 0.44291939 0.61148721 0.26821174 0.59244094 0.37859884 0.31940861 0.6135722 0.54518143] [ 0.42135619] [ 0.43235362 0.60099975 0.42550526 0.5339006 0.37712592 0.47848356 0.47656972 0.48456431 0.57194867 0.41106703] [ 0.15491565] [ 0.69220251 0.67006005 0.46763423 0.29432427 0.31935738 0.46889169 0.45663251 0.53090076 0.54989041 0.49926349] [-0.08475675] [ 0.64610804 0.64544875 0.4810364 0.39496882 0.43700108 0.27179565 0.49649146 0.4448495 0.64683019 0.5182948 ] [-0.58454658] [ 0.54987573 0.4942621 0.52390007 0.56820656 0.50601534 0.58555386 0.53128986 0.63663815 0.44745415 0.43058136] [ 0.36353163] [ 0.73536841 0.56383214 0.52675649 0.46349825 0.32623649 0.5196733 0.51579199 0.45904605 0.54674749 0.57388998] [ 0.04288567] [ 0.56674498 0.42287528 0.58425958 0.40055335 0.38338716 0.43467172 0.4305589 0.55846776 0.56976735 0.42838407] [ 0.07042731] [ 0.52277833 0.78389606 0.45615928 0.52295658 0.47062676 0.66487578 0.52488406 0.46723518 0.63338311 0.67303424] [-0.13426985] [ 0.31096057 0.437786 0.43512306 0.68499265 0.43047481 0.6307982 0.45500027 0.52648957 0.422881 0.39961839] [ 0.04188806] [ 0.35865473 0.7646831 0.4307131 0.4789885 0.42744864 0.76022708 0.50452233 0.43437662 0.58837118 0.71799726] [ 0.03343271] [ 0.37136234 0.35357788 0.62581994 0.30128297 0.5119845 0.6256717 0.39320925 0.41499896 0.44880242 0.43652596] [ 1.52439688] [ 0.71281324 0.51461932 0.60722694 0.27300186 0.35021717 0.44106221 0.53238756 0.40316274 0.51786499 0.44527195] [ 1.23996395] [ 0.32767228 0.40755565 0.6316006 0.46208474 0.36570692 0.47460745 0.49771237 0.54453979 0.54620492 0.21157539] [-0.16687963] [ 0.63188412 0.53701408 0.52086396 0.52633614 0.48550344 0.33422972 0.45822078 0.5622809 0.51297689 0.48789717] [ 0.15089764] [ 0.30093256 0.64821645 0.37109023 0.66411144 0.38947056 0.58045419 0.32917354 0.37648253 0.46151815 0.66418515] [-0.07859068] [ 0.35604515 0.2809666 0.66111301 0.23359135 0.5837939 0.64884197 0.44964272 0.33098344 0.29200679 0.44691618] [-0.00551153] [ 0.34926642 0.52001823 0.3589738 0.5721686 0.39312677 0.73730712 0.41531777 0.55861805 0.41288571 0.49574331] [ 0.07835312] [ 0.50367352 0.52663683 0.60028338 0.52253064 0.53039281 0.52823764 0.4731925 0.5226461 0.57100597 0.47202646] [ 0.02561167] [ 0.24023971 0.68118941 0.44669594 0.37438074 0.33291247 0.63580753 0.38672357 0.53104207 0.45638755 0.49125482] [-0.73410768] [ 0.35571347 0.57096911 0.36113108 0.5861407 0.38939889 0.5929795 0.43089784 0.58843508 0.46112483 0.43948372] [-0.84885927] [ 0.56184123 0.64936399 0.37382163 0.54793592 0.39168811 0.5949949 0.41161815 0.59785106 0.55812544 0.44131054] [-0.05794176] [ 0.21256256 0.375499 0.63410152 0.45655514 0.44813936 0.58416099 0.42993789 0.45275914 0.36166761 0.44013926] [ 1.032801] [ 0.76192581 0.55071185 0.58137243 0.31337649 0.43773332 0.26260786 0.59711519 0.64186458 0.65674374 0.25313116] [-1.39288697] [ 0.52946766 0.72447172 0.33633724 0.53539285 0.29752176 0.47802325 0.58977818 0.78176064 0.61176331 0.27699301] [-0.38956456] [ 0.51784298 0.44329062 0.61227634 0.32544163 0.41700945 0.59107336 0.43118697 0.48120127 0.53289799 0.40720756] [ 1.16501495] [ 0.4287972 0.62550803 0.56897682 0.38814445 0.39481833 0.37883852 0.5118818 0.69247425 0.64343134 0.30108888] [-0.42381465] [ 0.72585992 0.64134818 0.46689456 0.48869462 0.28731562 0.55436886 0.46295945 0.43719987 0.63760699 0.58439979] [ 0.68068871] [ 0.64692087 0.72985643 0.46412942 0.62490241 0.4610997 0.38207476 0.44848009 0.5870666 0.66142038 0.68199546] [ 0.18837269] [ 0.18563467 0.60900476 0.38062975 0.4870376 0.4185858 0.67871053 0.37224194 0.40965323 0.4149291 0.4046266 ] [ 0.73474202] [ 0.62075774 0.47642473 0.65303958 0.41367162 0.51083104 0.49681944 0.63793877 0.46685158 0.50474968 0.4332114 ] [ 0.09280749] [ 0.45981761 0.39441713 0.52971718 0.49907811 0.25797497 0.41201715 0.4708605 0.71281912 0.45145489 0.28819654] [ 0.65559707] [ 0.45281508 0.51559174 0.58218204 0.38503413 0.42069955 0.52926594 0.47146485 0.52684419 0.39583868 0.46123205] [ 0.58633347] [ 0.29760424 0.59414507 0.47100386 0.42323593 0.4485199 0.51876434 0.50139043 0.57567705 0.45871221 0.44661065] [ 0.40218624] [ 0.52940911 0.69234867 0.5247203 0.50833495 0.3382258 0.57444772 0.56158628 0.62627515 0.63818015 0.50787639] [-0.03172267] [ 0.21187477 0.5736045 0.58049555 0.55244355 0.37490743 0.50571462 0.38421395 0.49137442 0.59249322 0.37638682] [-0.61451853] [ 0.31687843 0.6163224 0.41900002 0.60768383 0.30380184 0.5430219 0.38497674 0.57796583 0.48255258 0.39941051] [ 1.27099575] [ 0.54417883 0.56852251 0.52076791 0.43400581 0.43010804 0.39850538 0.38131673 0.4557287 0.56610901 0.43966597] [-0.19019936] [ 0.78481863 0.35703852 0.70879188 0.30970664 0.54398198 0.50352118 0.58376336 0.43847341 0.52120977 0.37726454] [ 0.20487225] [ 0.28279046 0.57087403 0.59110259 0.48139023 0.33280696 0.70142707 0.37290038 0.42087816 0.57200244 0.48170978] [ 0.04666648] [ 0.75171946 0.56912591 0.53384934 0.36164391 0.32586402 0.42539815 0.51378772 0.36664811 0.53275459 0.42816948] [-0.06929756] [ 0.46146 0.60892616 0.41622509 0.51998407 0.43971915 0.34931144 0.36704442 0.43628411 0.58016088 0.49319737] [ 0.35512578] [ 0.59741882 0.59923322 0.53477637 0.44437872 0.45652328 0.46754014 0.5513664 0.5795527 0.60949719 0.43752018] [ 1.42211304] [ 0.47164004 0.7555948 0.39639961 0.57004882 0.30731014 0.35451805 0.49966998 0.71261938 0.73485 0.31429668] [-0.4531995] [ 0.56308696 0.57540515 0.58775027 0.4053819 0.44033235 0.64728148 0.54608133 0.48570944 0.5256284 0.54455784] [ 0.14580142] [ 0.22985434 0.54155682 0.54082708 0.55801577 0.29190702 0.6676804 0.34451298 0.62950402 0.4937631 0.42493261] [ 0.1602777] [ 0.24246105 0.61124498 0.40849772 0.50424259 0.36406027 0.72594181 0.33579874 0.49453279 0.44324599 0.5120941 ] [ 2.26764184] [ 0.62734577 0.70233231 0.48322024 0.34618601 0.23967119 0.39849788 0.47940525 0.47688751 0.53728452 0.4476919 ] [ 0.21900336] [ 0.42994655 0.58127353 0.49114176 0.58557304 0.38036526 0.56386714 0.43699589 0.58820662 0.55497842 0.43084612] [ 0.57730013] [ 0.47752238 0.68188032 0.43005959 0.59155266 0.35018179 0.41403247 0.43791595 0.51340462 0.55736058 0.63614449] [ 0.0558887] [ 0.33425675 0.71744916 0.43150039 0.63514652 0.53636084 0.69450429 0.52912876 0.47927411 0.52725907 0.63020382] [ 0.05120396] [ 0.1581452 0.36573654 0.55707829 0.58014469 0.37474654 0.77543412 0.36878674 0.41070298 0.4831969 0.40667895] [-0.30574741] [ 0.39734662 0.52183728 0.55583002 0.45158009 0.50380231 0.53989222 0.4147348 0.54572351 0.47783714 0.5204742 ] [-0.20404565] [ 0.3753097 0.34220966 0.70979681 0.31004118 0.49339482 0.5405547 0.54695942 0.46022084 0.47517544 0.28712253] Progress: 70.6% ... Training loss: 0.312 ... Validation loss: 0.477[-0.58343151] [ 0.3676575 0.79666152 0.32874668 0.70518157 0.24101811 0.47534113 0.36744134 0.42244802 0.52285736 0.55434081] [ 0.10096881] [ 0.43854696 0.60586826 0.49978566 0.60665503 0.36856125 0.55325811 0.54137371 0.57654107 0.51307532 0.43165074] [ 0.42794682] [ 0.43606821 0.4823849 0.59588434 0.33530692 0.38350292 0.51515164 0.43122103 0.54492983 0.49180952 0.39859754] [ 0.01714976] [ 0.57954826 0.32101258 0.64137581 0.47496866 0.56421736 0.56787892 0.54068347 0.53841647 0.40843724 0.45351824] [-0.25824658] [ 0.36475381 0.48967653 0.62443708 0.22995551 0.51270571 0.51464776 0.51332951 0.57327235 0.53634495 0.39990783] [ 0.74934141] [ 0.63667259 0.51871586 0.52581801 0.29692405 0.32386799 0.37758546 0.59900958 0.60778238 0.6421782 0.38851124] [ 0.40373612] [ 0.11586257 0.66479813 0.39901627 0.70067374 0.34369673 0.76439568 0.34615203 0.39068628 0.50859396 0.57365376] [-0.85769824] [ 0.69497173 0.47754054 0.50880964 0.38561363 0.38445255 0.52291032 0.50789968 0.49805388 0.41484575 0.40718219] [ 0.37892016] [ 0.0992329 0.54101197 0.47297434 0.6055205 0.3887043 0.67496519 0.34154114 0.30849181 0.53499222 0.42594954] [-0.88994477] [ 0.60304776 0.24181891 0.75174244 0.19502913 0.474682 0.32912965 0.55468651 0.5615292 0.39412729 0.34371013] [ 0.28886269] [ 0.13059679 0.58196249 0.37396141 0.69513357 0.38898774 0.58390857 0.37217597 0.42006076 0.50510086 0.63818717] [-0.40111087] [ 0.30254008 0.38141177 0.69208025 0.30647678 0.43479697 0.56404304 0.42454171 0.38112472 0.46224113 0.35683317] [ 0.24077363] [ 0.27567789 0.71369567 0.41565214 0.63613829 0.29989675 0.63884065 0.52405464 0.64195876 0.52484122 0.52471067] [ 0.07160838] [ 0.25029371 0.60784458 0.43824151 0.45758324 0.36799684 0.59454266 0.44953554 0.54997625 0.47506487 0.45187616] [-1.55376314] [ 0.48434685 0.28073362 0.75694845 0.23810241 0.46392423 0.3888592 0.550762 0.56848488 0.39273915 0.28239212] [-0.42205617] [ 0.71398146 0.48515164 0.5676493 0.29487093 0.43365927 0.54223964 0.44435948 0.49667628 0.54010637 0.53335607] [-0.62725852] [ 0.72465057 0.60480108 0.51947864 0.47354278 0.30229143 0.57203234 0.43210709 0.53311733 0.65179186 0.60256287] [ 0.16815158] [ 0.17798458 0.56046391 0.4054794 0.64635438 0.47253128 0.80656945 0.38777479 0.53652873 0.54323264 0.53148045] [-0.25124489] [ 0.37894092 0.19240353 0.71622388 0.24823355 0.64099169 0.51141842 0.43668094 0.41922064 0.40709475 0.31151073] [-0.47321794] [ 0.37867834 0.37659487 0.70173908 0.34132655 0.53559843 0.68284363 0.45177904 0.4484977 0.38153591 0.52508581] [ 0.28283818] [ 0.72213648 0.5686374 0.59589008 0.43640081 0.38601988 0.38736499 0.54521085 0.65493171 0.60784846 0.35924308] [-0.86634184] [ 0.4275284 0.79045327 0.3662056 0.57624456 0.23214896 0.58662706 0.45302398 0.49345917 0.66374551 0.60418369] [-1.27207644] [ 0.30856515 0.46166363 0.42781209 0.58604575 0.35296021 0.50782189 0.43954197 0.70707211 0.42290894 0.21698544] [ 0.06510308] [ 0.24880063 0.65294887 0.45857777 0.33695285 0.43717966 0.71711147 0.41231993 0.40723063 0.46176764 0.57210586] [-0.20208589] [ 0.67899114 0.64502761 0.58860901 0.40499225 0.39445652 0.5292309 0.53781079 0.60926828 0.6723371 0.51689015] [ 1.0329912] [ 0.67408342 0.57575644 0.54860494 0.47345751 0.27766696 0.40536941 0.41543456 0.45675271 0.64951004 0.4469052 ] [ 0.03657178] [ 0.43205168 0.68942949 0.41545655 0.44767747 0.39498135 0.56182392 0.43749357 0.49246679 0.56934747 0.6389339 ] [-0.75646444] [ 0.735984 0.55277345 0.66621848 0.24459965 0.44694431 0.33187688 0.57625152 0.68130948 0.59632656 0.37133248] [-0.21441381] [ 0.16638087 0.64925268 0.4262006 0.63227037 0.36314945 0.69574361 0.43943588 0.58606907 0.46393218 0.47181437] [-1.48022402] [ 0.52567595 0.54122589 0.54746074 0.40264127 0.42181583 0.42945028 0.58992303 0.62837038 0.53946725 0.36019674] [-0.32423949] [ 0.42642386 0.65817069 0.47947183 0.39559604 0.43586118 0.65272792 0.44586233 0.37046917 0.56475229 0.67725688] [ 0.09440575] [ 0.46292808 0.6410362 0.46634356 0.48085935 0.33792221 0.51778609 0.36502163 0.41264555 0.52630446 0.51334733] [-0.6015824] [ 0.53919028 0.55378487 0.58202874 0.35500865 0.42318393 0.54131031 0.4910062 0.4811264 0.49234375 0.56721821] [-0.86052635] [ 0.50814604 0.72000598 0.37434208 0.49689933 0.40407343 0.58942384 0.55314472 0.54595444 0.50944173 0.43907583] [-0.13738434] [ 0.47361332 0.70792953 0.4393728 0.5041124 0.3111029 0.6608096 0.4440131 0.39094656 0.58126331 0.66133365] [-0.3869073] [ 0.23738177 0.44141117 0.66479786 0.3975835 0.41395595 0.65459005 0.50527039 0.46207536 0.46858023 0.46110922] [ 0.2820968] [ 0.16104483 0.4631127 0.65078867 0.45811017 0.46265025 0.63486624 0.40996509 0.45749093 0.50724485 0.45076017] [-0.23060431] [ 0.61136846 0.60235765 0.52212968 0.32700099 0.47155206 0.46666881 0.48546693 0.46358183 0.61760875 0.53836542] [-0.97864946] [ 0.43943288 0.57609627 0.54738824 0.46644554 0.35094579 0.50506791 0.39566136 0.42733568 0.46057743 0.44036607] [-0.31036777] [ 0.26978949 0.71784543 0.35437276 0.71250519 0.35734887 0.6269523 0.42955107 0.50291829 0.47081434 0.55598369] [ 0.07343209] [ 0.64850525 0.57577667 0.42347542 0.4214992 0.28040897 0.50383439 0.47502691 0.4511629 0.53232616 0.4563593 ] [-0.46221028] [ 0.43945486 0.29507815 0.61281993 0.41114261 0.53397112 0.65910393 0.45436097 0.55088687 0.4273654 0.45822933] [ 0.35803673] [ 0.32189726 0.56332169 0.58583597 0.32952662 0.41156139 0.59772398 0.38775228 0.62481419 0.48872587 0.43125945] [-0.0097897] [ 0.50869207 0.70465084 0.40144189 0.64853262 0.40028955 0.60490013 0.38229196 0.58283752 0.51419122 0.64024232] [ 0.8960495] [ 0.45401158 0.65846355 0.40589422 0.61471523 0.30038727 0.42343495 0.35114867 0.36347089 0.64322729 0.40234576] [-0.30892092] [ 0.78824507 0.67918171 0.48068312 0.41975791 0.32240204 0.34322922 0.51421107 0.42876676 0.62984005 0.49837066] [-0.16518164] [ 0.37106867 0.62525436 0.44501583 0.66959143 0.45792809 0.5981308 0.37760973 0.48368606 0.53629084 0.53746947] [-0.28028921] [ 0.38255481 0.69689291 0.28257463 0.62824587 0.34382792 0.67451648 0.43715662 0.49573605 0.46070613 0.53426863] [-0.51792891] [ 0.49529983 0.48827379 0.6820821 0.28981836 0.58161227 0.54923701 0.3693606 0.54046994 0.50207027 0.43001617] [-0.20317816] [ 0.73123321 0.38904088 0.67369297 0.32851092 0.56417708 0.44867139 0.59867057 0.46640384 0.59479335 0.37966569] [-0.54841023] [ 0.46242842 0.61761949 0.44979312 0.56127822 0.28990172 0.65633401 0.39291621 0.40405218 0.59725631 0.56243654] [-0.69872758] [ 0.61875519 0.46324492 0.58967625 0.53003088 0.58225019 0.43993059 0.44237924 0.45654701 0.56101158 0.3422331 ] [ 0.09185762] [ 0.39455125 0.73156755 0.43379628 0.49234114 0.43582246 0.68585807 0.37636764 0.3873981 0.54784424 0.7172737 ] [-0.63232333] [ 0.75409587 0.77076216 0.57968686 0.35080585 0.47796075 0.56373875 0.60097384 0.52208893 0.74033742 0.64330596] [-0.26105969] [ 0.4284375 0.5885877 0.51287466 0.45420263 0.42856736 0.61203902 0.47181115 0.48484748 0.46924524 0.5105873 ] [ 0.14359832] [ 0.22998998 0.64772625 0.43480746 0.48892631 0.35331521 0.51200963 0.3507709 0.59780034 0.43032513 0.45429422] [-0.21299601] [ 0.50959211 0.57486716 0.45222448 0.53627115 0.34150542 0.50449353 0.42017558 0.30390795 0.5065478 0.48209409] [-0.65484651] [ 0.43888179 0.69876688 0.46960917 0.49165261 0.44212748 0.64803328 0.52265152 0.41528919 0.60583476 0.55934612] [-0.06139297] [ 0.26891456 0.74048026 0.47567196 0.62120065 0.39588769 0.78768428 0.34313585 0.55214051 0.62399485 0.68191897] [ 0.55349818] [ 0.44065004 0.32629171 0.71648161 0.30501981 0.34860935 0.5516798 0.45005479 0.42032539 0.38221566 0.30105172] [ 0.75694721] [ 0.54348898 0.63450126 0.48378372 0.44293615 0.3073669 0.40277695 0.43909626 0.5877227 0.51775006 0.42363462] [ 0.28859921] [ 0.21638102 0.45561241 0.6370362 0.37182505 0.52674478 0.74679694 0.37435876 0.34063295 0.47417564 0.59736462] [-0.01122712] [ 0.30213218 0.78485583 0.36576649 0.73358238 0.25984626 0.6847405 0.34977889 0.43767665 0.53955933 0.63278938] [-0.39852864] [ 0.3604738 0.48451161 0.41656616 0.54342787 0.35970471 0.58259658 0.41030194 0.58250163 0.43408694 0.41017602] [ 0.70313672] [ 0.4591384 0.64590281 0.55623409 0.56564947 0.43026384 0.53583267 0.38683713 0.59065338 0.51123691 0.53777458] [ 0.2037658] [ 0.19169587 0.61651177 0.39852764 0.60551072 0.35000505 0.76150024 0.31327674 0.41256207 0.46626774 0.53672154] [ 0.01883038] [ 0.20995978 0.57915536 0.46651061 0.54956976 0.39687194 0.65816261 0.36859009 0.38865952 0.60843001 0.49596911] [-0.88015972] [ 0.45523082 0.62578632 0.56545906 0.45952415 0.33621112 0.56921274 0.46777334 0.41675399 0.54248121 0.49116991] [ 0.68230472] [ 0.549431 0.48266414 0.49699454 0.34777241 0.3587343 0.30510801 0.54903394 0.53934428 0.60077481 0.30524471] [-0.32018488] [ 0.28561487 0.51872353 0.58102746 0.45092043 0.44020823 0.74142486 0.37620842 0.53222238 0.43963208 0.4779526 ] [ 0.10939848] [ 0.25482029 0.51056563 0.46986707 0.57502866 0.38725622 0.41269838 0.47285361 0.54415986 0.55211546 0.36651989] [-0.61940009] [ 0.64898804 0.51766146 0.55274632 0.42150297 0.46562951 0.51347984 0.54350474 0.42771309 0.67848765 0.53784961] [ 0.78014546] [ 0.46426549 0.5571524 0.47376116 0.46180126 0.32250756 0.48379185 0.43031898 0.42561985 0.5601183 0.44510944] [-0.57462659] [ 0.51433866 0.6432113 0.48987906 0.5502073 0.35425214 0.5442627 0.4259254 0.40994096 0.52587908 0.64342196] [-0.39167148] [ 0.58130955 0.60888685 0.54358325 0.43891344 0.52378886 0.59542742 0.52458695 0.45788158 0.59109043 0.54668304] [-0.50022366] [ 0.58676562 0.52182228 0.55324355 0.43873044 0.38792659 0.34717796 0.41766514 0.49344418 0.49369086 0.47733018] [-0.8438572] [ 0.45154459 0.6659567 0.56091592 0.39415693 0.40774027 0.59328596 0.50488599 0.45826951 0.46705926 0.48258324] [ 1.14485134] [ 0.73731963 0.51150238 0.49723619 0.58161069 0.32124715 0.32211253 0.58534027 0.43875714 0.59621084 0.51747856] [ 1.28984349] [ 0.53279258 0.65947693 0.38099249 0.42517854 0.30442363 0.26544312 0.55813467 0.61625145 0.70058631 0.28819096] [ 0.01091678] [ 0.19500901 0.47032905 0.51689841 0.60544436 0.29844267 0.47535403 0.42342208 0.54475351 0.55210079 0.32089683] [ 1.29964485] [ 0.81035761 0.60345502 0.53513616 0.38905704 0.21290882 0.26981523 0.57121277 0.64894156 0.62305138 0.3292441 ] [-0.50228162] [ 0.2523389 0.58805665 0.56864131 0.5085787 0.38095363 0.56552772 0.43250258 0.41806721 0.51024579 0.48202649] [-0.56313398] [ 0.32055585 0.40712468 0.63506664 0.37707108 0.34426406 0.52671978 0.51986926 0.60151558 0.48415074 0.30110469] [-1.66971158] [ 0.38411924 0.57580804 0.5143284 0.26427012 0.26767252 0.42866784 0.42867509 0.60383081 0.54676992 0.31593198] [ 0.47825528] [ 0.82350488 0.45769309 0.51457597 0.27350656 0.36879319 0.30768534 0.5474806 0.41840039 0.60403625 0.34425145] [ 0.11557402] [ 0.17497144 0.5206971 0.53662847 0.54541213 0.38425471 0.80121734 0.33709413 0.50232989 0.45374391 0.56350038] [ 1.97435178] [ 0.64343765 0.70230675 0.48973391 0.33798068 0.23187028 0.37290134 0.48944546 0.50117439 0.54926783 0.42545627] [-0.51455671] [ 0.73686383 0.75381947 0.47269847 0.32017449 0.29985162 0.59189337 0.54836496 0.53751839 0.64929143 0.64460501] [ 0.29557317] [ 0.5492233 0.62874189 0.3711351 0.59086506 0.26151543 0.24665204 0.5014386 0.54076501 0.66062038 0.33596059] [ 0.97234604] [ 0.60590434 0.69124671 0.46832829 0.59337342 0.42365612 0.34117756 0.48366125 0.67558998 0.58306958 0.67584756] [ 1.77466595] [ 0.64811501 0.47393606 0.56352933 0.36680166 0.27329269 0.36732334 0.50033122 0.53765285 0.44676641 0.35730627] [-1.27269808] [ 0.7722637 0.41795037 0.66886146 0.30187245 0.34275627 0.28690942 0.61218644 0.67776794 0.47248388 0.25132076] [-1.23062453] [ 0.54510613 0.46804276 0.60730605 0.30113474 0.37901395 0.40849113 0.56567162 0.6810178 0.50401691 0.34298864] [-0.48239105] [ 0.4244793 0.51233703 0.52695555 0.53627862 0.35127905 0.57315811 0.42709145 0.5200557 0.39483977 0.4008492 ] [-0.1306786] [ 0.32554698 0.53509284 0.38076029 0.59823784 0.42784304 0.53042584 0.29346126 0.3977377 0.43841441 0.48546605] [-0.05610505] [ 0.17952315 0.50151552 0.50525219 0.64441535 0.33668807 0.50777191 0.42073803 0.47921524 0.51333181 0.40451953] [-0.33093176] [ 0.32117757 0.65681352 0.44476596 0.493746 0.42668663 0.47827497 0.43520675 0.44731325 0.53901053 0.61541756] [-0.75819172] [ 0.54806768 0.60241094 0.53893721 0.42625599 0.35993773 0.59524752 0.49695169 0.41437043 0.54924236 0.56780277] [-0.3405373] [ 0.33962526 0.44800203 0.64266642 0.35337997 0.42026485 0.53800726 0.4457145 0.52134654 0.57389521 0.40507818] [ 0.19862037] [ 0.22080271 0.49091322 0.45352318 0.32765127 0.47145619 0.72574945 0.38753791 0.33953326 0.39020276 0.52661589] [-0.20192391] [ 0.18914735 0.4256345 0.57996816 0.53053448 0.38803693 0.75493959 0.34877557 0.52638331 0.5465384 0.46560459] [-0.53149436] [ 0.42834769 0.56216814 0.35837772 0.53985522 0.44168884 0.59623308 0.32073 0.48325976 0.46389564 0.54547974] [-1.47934185] [ 0.42557467 0.65048626 0.373874 0.58278593 0.28753972 0.3790768 0.56174868 0.69816162 0.63316231 0.28135174] [ 0.69020544] [ 0.55909404 0.69608025 0.43765318 0.61770808 0.21015588 0.35181161 0.51995556 0.80644254 0.57544596 0.40664534] [ 0.15273148] [ 0.19187097 0.45186291 0.50536003 0.62303314 0.49441585 0.7190549 0.38296461 0.4787614 0.43958284 0.45353744] [ 0.06476758] [ 0.59514834 0.40695226 0.62872951 0.35310753 0.46167313 0.41698754 0.58887957 0.54372918 0.4880848 0.29297175] [ 0.96354067] [ 0.60184503 0.34266428 0.60731064 0.3708277 0.49989036 0.40452363 0.6243289 0.66013078 0.37537754 0.22333518] [ 0.6211745] [ 0.42895438 0.6592296 0.43340585 0.6770854 0.21687607 0.43797604 0.43674251 0.45808227 0.59290128 0.44454474] [-0.04256033] [ 0.14447382 0.35463674 0.50175459 0.68772434 0.38403323 0.61278852 0.3325387 0.45757408 0.40581502 0.42030013] [-0.41578215] [ 0.45139248 0.45517365 0.4890902 0.38358701 0.47749851 0.64355844 0.4207151 0.67380833 0.49310715 0.47218962] [-0.16475735] [ 0.65551888 0.70850099 0.4734625 0.30761866 0.41553005 0.59287613 0.55697473 0.5153444 0.55766792 0.53281075] [-0.00825276] [ 0.20716316 0.49388818 0.48647211 0.44234735 0.50677423 0.61356933 0.32599356 0.31884502 0.29459308 0.45243024] [-0.18373593] [ 0.44959437 0.714416 0.37862247 0.58361807 0.34413256 0.60006062 0.46398833 0.59213376 0.55524664 0.55649531] [-0.36221619] [ 0.60838169 0.6942812 0.38261853 0.58973147 0.33246759 0.34931343 0.41031226 0.40346899 0.66131505 0.52371337] [-0.09409096] [ 0.41582469 0.65767342 0.36554027 0.55779404 0.30228519 0.58862402 0.33688415 0.46254085 0.49542181 0.54030573] [-0.19901928] [ 0.57463213 0.6501861 0.57486028 0.42289749 0.37547995 0.52252958 0.55586464 0.50941789 0.69407963 0.58529283] [-0.29233791] [ 0.3998622 0.30312104 0.557934 0.35645337 0.55619778 0.72268096 0.39638542 0.5134427 0.35986934 0.39518693] [-0.32464014] [ 0.29911185 0.60430781 0.41513835 0.67010092 0.38062997 0.54963106 0.50402886 0.54010899 0.52999739 0.47759814] [-0.28796992] [ 0.78029577 0.47131843 0.63054552 0.24898922 0.41606496 0.41754168 0.59799751 0.41559184 0.53388934 0.41334276] [ 0.22507246] [ 0.26557356 0.46440039 0.60761851 0.28636332 0.53660906 0.5220404 0.44637641 0.36313294 0.42020402 0.46099079] [ 0.10221308] [ 0.43750648 0.4719474 0.57277366 0.45866452 0.41742009 0.67946009 0.3907244 0.48476018 0.38553593 0.54913124] [-0.45397824] [ 0.38045381 0.56026679 0.46394116 0.45340098 0.45387919 0.54758556 0.49446654 0.58090063 0.59169984 0.44250566] [-1.42548442] [ 0.26916673 0.54247082 0.56714044 0.48399732 0.29173382 0.45184282 0.47774167 0.61106086 0.60879502 0.24360736] [-0.59647711] [ 0.33242121 0.60048434 0.42720303 0.63405244 0.33648512 0.47046191 0.38739619 0.4161389 0.40265545 0.49001515] [ 0.50865413] [ 0.5463603 0.343953 0.68629779 0.27986499 0.52653005 0.5821359 0.45258436 0.47884334 0.50357152 0.4783398 ] [-0.40848371] [ 0.3438249 0.61369013 0.33910182 0.44342375 0.40441735 0.55931578 0.42902519 0.56811196 0.50428297 0.36028829] [-0.13634897] [ 0.45116783 0.56753977 0.56116035 0.50692391 0.60117338 0.68313267 0.396576 0.42660429 0.36766189 0.63194147] [ 0.52657717] [ 0.5827119 0.40931393 0.62042895 0.27396349 0.41805802 0.5074174 0.57164998 0.54603375 0.3959321 0.37157228] Progress: 70.9% ... Training loss: 0.308 ... Validation loss: 0.490[ 0.38989434] [ 0.37808143 0.61963694 0.43359813 0.45153922 0.4051758 0.37715435 0.57684353 0.63135165 0.55025532 0.36288191] [-0.23099225] [ 0.64670998 0.56870665 0.51195739 0.38478996 0.37055084 0.41898195 0.45491436 0.48795554 0.46031138 0.59151035] [ 0.1060906] [ 0.43102227 0.48473095 0.44150503 0.58978853 0.37652277 0.30484396 0.44054531 0.48842836 0.50337509 0.428454 ] [ 0.17224987] [ 0.35006223 0.42225432 0.52535696 0.56093899 0.38071132 0.54973577 0.5688765 0.63980434 0.48581778 0.52026402] [-0.31721477] [ 0.46187689 0.52507526 0.59888253 0.343349 0.54646397 0.55695753 0.4744789 0.43429306 0.47731638 0.45301906] [-0.18355037] [ 0.67548972 0.43890255 0.58080236 0.45324581 0.52497293 0.3843872 0.47007465 0.50720616 0.54505225 0.42458775] [ 0.27126327] [ 0.29136993 0.81533565 0.24819217 0.79647126 0.38871328 0.60909811 0.42420169 0.4405657 0.51125429 0.73006392] [-0.05705667] [ 0.4921053 0.6542224 0.40865169 0.62532267 0.42987288 0.53032572 0.43437089 0.56228657 0.58653847 0.49044663] [ 0.07955712] [ 0.62264656 0.67964536 0.43263596 0.54774968 0.27438415 0.32961834 0.50902288 0.55562243 0.64454349 0.48499909] [-0.00838075] [ 0.5810475 0.66464362 0.56872047 0.52374144 0.39577899 0.53987254 0.5008839 0.65621084 0.54781944 0.51189197] [ 0.00755312] [ 0.42559277 0.64959929 0.46461252 0.51981928 0.45056088 0.60564752 0.5402624 0.43465556 0.51026414 0.44973941] [-0.63111239] [ 0.69188719 0.70908616 0.51199788 0.5320054 0.24893383 0.35348448 0.45669654 0.44627772 0.70402234 0.44642922] [ 0.51283376] [ 0.33630571 0.55832322 0.53775159 0.32939176 0.50281514 0.61191056 0.41021864 0.62818565 0.49927846 0.51521706] [-0.31313318] [ 0.40540559 0.2500751 0.7003271 0.24409547 0.47149749 0.6332632 0.42775664 0.33544051 0.3030103 0.32903572] [-0.4948224] [ 0.62926459 0.53652283 0.59573977 0.51409156 0.51218617 0.55116061 0.47432824 0.56910757 0.59653131 0.49233169] [ 0.55276075] [ 0.17455883 0.70106167 0.41293214 0.65089143 0.49268279 0.81363864 0.33845188 0.52939867 0.45379741 0.64502863] [-0.39453866] [ 0.51484988 0.69067272 0.45953229 0.40417039 0.51060516 0.60553452 0.44562051 0.37533502 0.56801278 0.63084923] [ 0.12592655] [ 0.19545372 0.49699422 0.51523025 0.70746533 0.5460346 0.69473776 0.43568427 0.54198692 0.4105586 0.47934359] [ 0.14640739] [ 0.65319998 0.52934339 0.59631555 0.40556968 0.44527262 0.35236069 0.47878718 0.45229212 0.60284189 0.39766675] [-0.83444323] [ 0.26831147 0.34599922 0.55209506 0.41559765 0.41579979 0.35832569 0.50676949 0.57299409 0.47613769 0.45367303] [-0.60845339] [ 0.53250315 0.592711 0.52195329 0.46564259 0.37338632 0.36703311 0.50617581 0.6939232 0.6356948 0.33560826] [-0.06915586] [ 0.28572522 0.1861131 0.76433532 0.33632831 0.54255731 0.69221428 0.34005371 0.41352828 0.32291355 0.31700204] [ 0.25364606] [ 0.25237705 0.53801003 0.56694043 0.46118216 0.35851315 0.66992284 0.44485576 0.46962017 0.38921854 0.53158114] [ 0.47165086] [ 0.25435223 0.34651241 0.74034906 0.36508143 0.49534256 0.69215894 0.43215509 0.40777994 0.43224582 0.45491619] [ 0.59406507] [ 0.63208514 0.65254805 0.57907561 0.39000441 0.46827596 0.43328799 0.46413773 0.49554272 0.60760587 0.46582281] [ 0.43999546] [ 0.47943687 0.37799061 0.61978449 0.41796115 0.56900393 0.46262189 0.54008823 0.42016057 0.48760917 0.33051906] [ 0.12253134] [ 0.61079595 0.68716711 0.51254627 0.52202547 0.33662624 0.52225814 0.41477795 0.63522227 0.67527738 0.47285665] [ 0.60702725] [ 0.60744576 0.3315724 0.49879328 0.50136023 0.42072802 0.34048128 0.46134263 0.43494497 0.41609124 0.35277535] [-0.22401031] [ 0.33201522 0.60567049 0.63248392 0.40558406 0.46324603 0.62846848 0.44285448 0.53771174 0.48668312 0.48016326] [-0.49553361] [ 0.58831121 0.51029955 0.67296485 0.35052442 0.51513427 0.63619558 0.40591818 0.61619599 0.56778418 0.58016294] [ 0.21812306] [ 0.71591116 0.45903842 0.55023636 0.38418819 0.38312487 0.33344477 0.56021311 0.57216681 0.54019945 0.2555557 ] [ 1.15163248] [ 0.60805614 0.59272556 0.48472447 0.53968837 0.35348515 0.3578402 0.48956797 0.4948753 0.58724068 0.41137379] [-0.12335291] [ 0.42021392 0.7190074 0.44163518 0.55963668 0.42980291 0.73390619 0.5437222 0.4188361 0.64761109 0.66867782] [-0.36283047] [ 0.68348211 0.53432998 0.56780515 0.4455191 0.47158766 0.45751167 0.59826742 0.51929754 0.45617626 0.61730742] [-0.17882611] [ 0.49094471 0.29443879 0.6929569 0.24827869 0.52095638 0.49230145 0.46635262 0.52586266 0.40979313 0.42463013] [ 2.06922262] [ 0.68656448 0.51669948 0.68257001 0.33042734 0.45741677 0.48522655 0.5215078 0.50944462 0.60041966 0.45543798] [-0.05258634] [ 0.34228571 0.65281073 0.46314257 0.43583007 0.53048999 0.62306398 0.33197207 0.4822342 0.48179208 0.69614366] [ 1.6827966] [ 0.60870581 0.60606508 0.56073215 0.37745814 0.29575285 0.38510281 0.44457377 0.52893218 0.6157782 0.4438703 ] [-0.04870234] [ 0.35318957 0.67921301 0.40549493 0.56808178 0.44918736 0.67014201 0.41514025 0.45694672 0.40904104 0.59026041] [-0.03224392] [ 0.5354978 0.43675609 0.4889629 0.39546529 0.44973432 0.68660537 0.41781079 0.62197194 0.58629481 0.43547149] [ 1.23136595] [ 0.52556916 0.77586747 0.39353105 0.56371283 0.21586822 0.46191557 0.50144499 0.73161944 0.58363974 0.39174901] [ 0.14646113] [ 0.4770577 0.70609696 0.42534374 0.57095562 0.37926158 0.58641733 0.3850445 0.56263586 0.57967288 0.46275507] [-0.59327042] [ 0.34421295 0.56853786 0.51041938 0.55125717 0.34885009 0.53251609 0.38228751 0.47950048 0.46387708 0.44297395] [-0.21876283] [ 0.40815092 0.68696899 0.42618533 0.74002845 0.44269703 0.5683667 0.47677655 0.54781763 0.54324157 0.72773111] [-0.52331678] [ 0.7507447 0.27776468 0.64015374 0.36946482 0.57851038 0.39554106 0.6496629 0.4440486 0.35607079 0.51021762] [ 0.02763508] [ 0.2694974 0.57420763 0.41999007 0.55640603 0.34949349 0.70933549 0.40707087 0.42520347 0.52112601 0.58992812] [ 0.65036271] [ 0.13898547 0.55739505 0.46504478 0.63930156 0.50484781 0.69590215 0.43984385 0.41167193 0.44008417 0.46553804] [-0.24639991] [ 0.5096883 0.33847899 0.72750671 0.31750693 0.60026714 0.39754415 0.51879121 0.49563927 0.37204235 0.4760506 ] [-0.0621216] [ 0.41238635 0.62650876 0.46353684 0.6343969 0.46506359 0.74080801 0.41906795 0.4896832 0.594943 0.61731165] [-0.63202501] [ 0.68424498 0.64675819 0.46785861 0.47643255 0.23636672 0.397393 0.50623673 0.54206742 0.55682626 0.39590927] [ 0.22024091] [ 0.16051494 0.3894654 0.55522121 0.59453203 0.39749779 0.70264451 0.29810704 0.47219176 0.48351654 0.33082343] [ 0.25364606] [ 0.25237705 0.53801003 0.56694043 0.46118216 0.35851315 0.66992284 0.44485576 0.46962017 0.38921854 0.53158114] [-1.23598959] [ 0.3107381 0.44242554 0.62801506 0.33075926 0.41058965 0.38781224 0.47471929 0.47896827 0.50757157 0.23476657] [-0.37640077] [ 0.50303801 0.47499944 0.62282321 0.39110783 0.55478601 0.61730791 0.54948439 0.31546081 0.53258933 0.51120053] [ 0.40707592] [ 0.22397955 0.47556223 0.53701243 0.41138675 0.43619689 0.7213106 0.37348543 0.46424404 0.33355973 0.4341523 ] [-0.92536125] [ 0.80469564 0.56325879 0.5902737 0.35166748 0.27396393 0.29372977 0.58779661 0.59622422 0.59256841 0.39360218] [ 0.90828307] [ 0.69248222 0.62820311 0.56194693 0.50805993 0.46082962 0.41166329 0.56359527 0.62474352 0.64214595 0.37354764] [-0.14922054] [ 0.44092966 0.67360169 0.51008458 0.52737306 0.37209334 0.67436231 0.49816325 0.5287277 0.57679206 0.55604928] [-0.14180232] [ 0.36629175 0.5894971 0.5956975 0.35327714 0.38757815 0.71539979 0.44580666 0.44060601 0.57914845 0.53951144] [ 0.27223742] [ 0.28380538 0.60742668 0.53266512 0.3848929 0.478782 0.80524357 0.35180229 0.47812783 0.4928746 0.67839791] [ 1.42640674] [ 0.52121924 0.61361466 0.52629528 0.376431 0.30454573 0.35840971 0.44346019 0.53753371 0.4913789 0.43598065] [ 0.28411666] [ 0.49658701 0.60995351 0.44945623 0.56659115 0.31963672 0.66822766 0.44060386 0.41486849 0.51405639 0.5620939 ] [ 0.02331046] [ 0.25781601 0.3332833 0.64050732 0.34109346 0.50284341 0.47475537 0.51594315 0.45273385 0.44362596 0.33921217] [-0.42377593] [ 0.21321558 0.49617512 0.59254511 0.47859661 0.38195913 0.50909752 0.44470276 0.52539176 0.42974927 0.54498189] [ 0.29814016] [ 0.18769168 0.48142042 0.59335145 0.46237843 0.4917994 0.63914894 0.33473362 0.31728949 0.34213296 0.55363087] [ 0.31121438] [ 0.19453773 0.37429373 0.60861964 0.40409246 0.52616343 0.69869529 0.41311818 0.39710489 0.37463543 0.52552926] [-0.29299065] [ 0.55926003 0.57045831 0.50726241 0.47086874 0.45260783 0.606576 0.42962057 0.37792541 0.4941522 0.6005332 ] [-0.0278611] [ 0.28355908 0.31642911 0.60365369 0.63438859 0.40889067 0.70054978 0.38652088 0.32547918 0.38205966 0.35669924] [-1.03690166] [ 0.31969754 0.64855982 0.47301615 0.52974118 0.3030593 0.47676745 0.4983937 0.65754234 0.55485464 0.30235934] [ 0.6206252] [ 0.5177012 0.53422806 0.42882475 0.46821082 0.31714901 0.25084593 0.46874601 0.50898509 0.55864611 0.36740178] [ 0.94460456] [ 0.50656111 0.68853517 0.40408614 0.53696199 0.19999692 0.35809174 0.52752727 0.71099967 0.61320784 0.37594583] [ 0.35756089] [ 0.83936567 0.77341863 0.49239413 0.21321801 0.24048885 0.27269183 0.66081016 0.68144993 0.78085802 0.42955382] [ 0.0065435] [ 0.15493696 0.60000844 0.43881997 0.64811363 0.44315913 0.68885704 0.38192611 0.45608216 0.59143541 0.48797471] [-1.65332174] [ 0.53763265 0.72975026 0.40124462 0.5795763 0.17473922 0.28117591 0.48751335 0.66582901 0.67878462 0.28726499] [-0.16837835] [ 0.45265545 0.41137568 0.6621708 0.27781055 0.44708532 0.4148897 0.47724739 0.42705373 0.49351169 0.38663101] [-0.59699313] [ 0.25806406 0.60042558 0.4558172 0.45714206 0.36025398 0.4713478 0.48042036 0.61617372 0.57297988 0.2582634 ] [-0.1706374] [ 0.262868 0.60619586 0.37727471 0.65977738 0.3382812 0.71437722 0.45732258 0.50762074 0.53712489 0.5258459 ] [ 2.25171001] [ 0.56343499 0.60019705 0.52556061 0.43892135 0.35157129 0.51398003 0.42829112 0.57478625 0.67296431 0.45745061] [ 0.78659567] [ 0.45389972 0.51023331 0.59623096 0.50079579 0.58091083 0.54050374 0.38202936 0.41233797 0.51442797 0.45322078] [ 0.18700813] [ 0.3563322 0.39130405 0.52562961 0.37041619 0.46225833 0.70958819 0.45747415 0.51271042 0.28973269 0.43755891] [-0.18902044] [ 0.3539994 0.75242918 0.32005206 0.58610244 0.36392302 0.65160728 0.27886575 0.54707472 0.53661188 0.63306008] [ 0.32450596] [ 0.19029168 0.58424294 0.34734709 0.71553884 0.48465932 0.78409266 0.39654799 0.45864614 0.44088934 0.45011357] [ 1.10086581] [ 0.67982172 0.58921031 0.53558792 0.31852978 0.43816227 0.29634649 0.62429954 0.61634785 0.55691449 0.39047767] [ 0.06067865] [ 0.41721081 0.75073722 0.46039272 0.72883687 0.41321481 0.66692541 0.34372546 0.50100964 0.50755948 0.71889942] [ 0.02484654] [ 0.25344777 0.50770207 0.49715914 0.3972765 0.30849703 0.64056899 0.33557486 0.43013296 0.38149303 0.41455031] [ 0.07276947] [ 0.43036646 0.55473656 0.45946944 0.57713355 0.3913722 0.5015577 0.43950735 0.41386588 0.50850246 0.39709193] [-0.40454815] [ 0.58707026 0.46348585 0.58597623 0.45116266 0.56698924 0.40646628 0.48899176 0.52161794 0.49100236 0.37051535] [-0.37574356] [ 0.68640032 0.67757599 0.47915286 0.47006879 0.30397558 0.41958991 0.46289123 0.46358301 0.67582595 0.47631008] [ 0.03237116] [ 0.23152105 0.41884219 0.65376381 0.43598098 0.39887614 0.7383426 0.39938424 0.37475251 0.38770603 0.45577934] [ 0.81597867] [ 0.5510772 0.72879834 0.4062715 0.65902527 0.21009735 0.36419244 0.41094485 0.56625717 0.5852247 0.5039476 ] [-0.3631803] [ 0.38937768 0.80361986 0.41741907 0.70282479 0.33764621 0.64183311 0.35824287 0.56034641 0.66369719 0.56158831] [-0.17296278] [ 0.48305114 0.50531877 0.63283284 0.53491596 0.56949064 0.71049185 0.50834959 0.47898313 0.48918692 0.58645865] [-0.36914446] [ 0.22036665 0.42276635 0.69477603 0.29184616 0.45136197 0.61205042 0.47998827 0.43901348 0.47271522 0.38915904] [-0.6172685] [ 0.72161383 0.50865339 0.57427235 0.3544561 0.4115827 0.53178104 0.43494855 0.5697727 0.58661918 0.57949252] [ 0.57034309] [ 0.47610188 0.70541681 0.33520189 0.57370001 0.23968352 0.51948903 0.38329364 0.45683664 0.57797988 0.47264078] [ 0.63840333] [ 0.13938292 0.55255885 0.3946844 0.56080266 0.40356219 0.86765032 0.34281963 0.49958319 0.37458071 0.52255411] [-0.08220785] [ 0.43355505 0.74004553 0.38279854 0.55207557 0.32701789 0.69959737 0.35183076 0.51033067 0.56766006 0.67936057] [ 1.34949991] [ 0.81590747 0.39460194 0.73159506 0.28023899 0.45116879 0.32308545 0.66750672 0.63442159 0.51512921 0.26479554] [-0.24503777] [ 0.66578473 0.55289102 0.52296444 0.41137956 0.3539107 0.38098664 0.51651754 0.4768165 0.5680558 0.42167996] [ 0.48494995] [ 0.24969163 0.65605728 0.51751124 0.59882025 0.51907919 0.68126747 0.39408702 0.58531233 0.5389456 0.54294215] [ 0.1818921] [ 0.3534399 0.65279635 0.34949939 0.59960956 0.43327481 0.60103169 0.3150695 0.39241483 0.48563505 0.62267226] [-0.10817876] [ 0.46309565 0.27203416 0.61448743 0.27769668 0.57638832 0.62240691 0.47795297 0.46833533 0.38275524 0.3395782 ] [ 0.87659773] [ 0.10840201 0.5042422 0.5787497 0.48837703 0.50755271 0.81857692 0.27267107 0.33011656 0.34420308 0.59883085] [ 0.37492188] [ 0.59997336 0.5751374 0.47929034 0.46940882 0.32255874 0.48470254 0.56743706 0.73282611 0.5463953 0.38323062] [ 0.56128569] [ 0.26599257 0.49014888 0.47538998 0.55097549 0.43774091 0.69467912 0.42556368 0.53254522 0.40408856 0.3843256 ] [-0.1386412] [ 0.55998354 0.66948759 0.49899082 0.37594569 0.35958116 0.5123679 0.53818174 0.57912283 0.45899818 0.55536441] [ 0.60478293] [ 0.10881112 0.49974841 0.51576551 0.51422563 0.50495451 0.73618545 0.39652387 0.28561802 0.49545302 0.54561816] [ 0.06516186] [ 0.75067739 0.67733228 0.47422074 0.37807497 0.38171957 0.32089604 0.49494386 0.49586169 0.61288814 0.49541325] [ 0.23128305] [ 0.21547535 0.58817647 0.45439768 0.58849197 0.51369406 0.67913024 0.4908237 0.44414387 0.44113204 0.57815608] [-0.09726213] [ 0.21761303 0.38331906 0.59042374 0.37693235 0.53465324 0.62362361 0.52066406 0.46525269 0.46086785 0.49555491] [ 0.06869243] [ 0.33387537 0.619259 0.48455884 0.49677971 0.4697061 0.66320255 0.40988373 0.32785793 0.55672535 0.62388123] [ 0.13716781] [ 0.22691326 0.53515211 0.59744354 0.46723077 0.37823855 0.75570995 0.36824685 0.36833138 0.41421294 0.5067885 ] [ 0.44013839] [ 0.16608165 0.72980032 0.31715054 0.55106017 0.46078204 0.6897557 0.2602641 0.48552974 0.42347504 0.66328195] [-0.2076776] [ 0.29743248 0.54100595 0.4815302 0.49020744 0.48914623 0.62989537 0.43842442 0.41700892 0.53207926 0.37342669] [-0.37974075] [ 0.58860533 0.61404006 0.64595368 0.28232178 0.54053626 0.56865703 0.50967737 0.54442466 0.53105677 0.58963256] [ 1.59302574] [ 0.52525481 0.56399608 0.40960072 0.5312835 0.2491123 0.29884519 0.54568139 0.56623196 0.6715422 0.25176829] [ 0.23315534] [ 0.46274096 0.7840619 0.46831316 0.64478563 0.36070642 0.72021983 0.45457976 0.47162315 0.57844893 0.6843637 ] [-0.13196358] [ 0.33312626 0.69685772 0.58830018 0.38735227 0.53939529 0.62240734 0.38867276 0.51851273 0.60047286 0.58305765] [-0.17839569] [ 0.6439573 0.68706279 0.58036677 0.50516114 0.50111015 0.56726882 0.46170879 0.55825409 0.67923113 0.58155791] [-0.21319806] [ 0.28098899 0.59910266 0.455875 0.61677708 0.37923993 0.6396486 0.43053082 0.51090558 0.50894171 0.4167168 ] [-0.45207973] [ 0.50071934 0.51946166 0.60108509 0.21922633 0.5134456 0.58499375 0.44658567 0.51316918 0.55810824 0.5176033 ] [ 0.12176085] [ 0.22645332 0.54484849 0.40793929 0.56066001 0.43418434 0.6588753 0.33399687 0.47342421 0.44217638 0.44117621] [ 0.17296999] [ 0.19086551 0.59677013 0.46262705 0.42519808 0.35514427 0.61335787 0.31492654 0.48070156 0.42368266 0.48859143] [ 0.28154277] [ 0.26033805 0.61209709 0.44073087 0.61519307 0.39325894 0.6245323 0.42155372 0.65142034 0.53798515 0.58733702] [-0.48534872] [ 0.48192983 0.52947611 0.4706239 0.54374094 0.3113161 0.51704153 0.44238241 0.55854089 0.58244393 0.50508391] [ 1.62026734] [ 0.77472501 0.47103772 0.5483095 0.22540822 0.28007568 0.22297785 0.62874315 0.57315719 0.6442092 0.25833426] [-0.34677555] [ 0.74378368 0.55999862 0.57185452 0.27355627 0.31909349 0.43587521 0.60432163 0.51512033 0.59029941 0.45812367] [-0.12940061] [ 0.56969873 0.65159023 0.42680097 0.57367336 0.43520282 0.64892762 0.38548221 0.3463712 0.50303456 0.66960744] Progress: 71.1% ... Training loss: 0.306 ... Validation loss: 0.471[-0.66969343] [ 0.60526427 0.50722265 0.67029819 0.26007879 0.55039043 0.63847421 0.43047946 0.53566503 0.53122908 0.54625548] [-0.35357691] [ 0.30336406 0.66403865 0.45338931 0.56912095 0.33480562 0.74594039 0.36056338 0.55241448 0.64607039 0.59140942] [ 0.39138419] [ 0.51109599 0.63544404 0.52536606 0.39788154 0.37530552 0.51091176 0.52610522 0.60918032 0.46911816 0.43493152] [-0.68210867] [ 0.64428336 0.5520789 0.54452625 0.41455292 0.46771816 0.38648443 0.41966221 0.43172259 0.58119758 0.40943152] [ 0.20492085] [ 0.17795656 0.52465485 0.40590392 0.48304821 0.40658157 0.70854159 0.34764783 0.3683788 0.42983148 0.50186876] [ 0.21967844] [ 0.6352024 0.5391895 0.52678089 0.4878644 0.32555768 0.55082538 0.52248225 0.48097449 0.52123751 0.56704249] [-0.12814693] [ 0.26896632 0.49643433 0.5404666 0.40911627 0.36639008 0.6326364 0.31958228 0.46607694 0.5047251 0.46332917] [-0.30601006] [ 0.68348282 0.45334052 0.65300607 0.19260157 0.38850807 0.34833804 0.63822196 0.68893185 0.49570005 0.29750039] [ 0.08121836] [ 0.3547534 0.77655642 0.41616353 0.56411199 0.22871923 0.5722714 0.43446751 0.55823313 0.55507426 0.5118513 ] [-0.40775726] [ 0.57818148 0.63135182 0.47426077 0.43136496 0.28367874 0.56914927 0.52079972 0.6340764 0.47629752 0.46035083] [-1.35217957] [ 0.45607497 0.53585983 0.45103244 0.60140966 0.20600806 0.27478696 0.46135475 0.63351418 0.60410987 0.22947066] [-0.3046486] [ 0.36053848 0.35682098 0.66171274 0.37442175 0.49716693 0.65512397 0.5199854 0.48114658 0.31994227 0.40894177] [ 1.16500396] [ 0.55240518 0.64648211 0.58211714 0.58426466 0.40730356 0.56192904 0.38651999 0.59220586 0.64203267 0.54396951] [-0.42364067] [ 0.2864437 0.5619369 0.53338601 0.58606281 0.52379882 0.59428541 0.39590767 0.61904643 0.36784907 0.54181586] [-0.02991009] [ 0.28248132 0.30796185 0.64957831 0.33710916 0.56969122 0.78248547 0.3830769 0.462607 0.32316536 0.50307273] [-0.56936678] [ 0.47953171 0.4750546 0.62160427 0.31373495 0.51284958 0.61129425 0.51852487 0.34665174 0.45309414 0.50421617] [-0.64241682] [ 0.42828989 0.74435029 0.42709489 0.52018961 0.30771992 0.63600714 0.48602044 0.44349375 0.70303829 0.62286773] [-0.26547762] [ 0.44001936 0.53022833 0.58642144 0.25028716 0.41105948 0.61841118 0.41510916 0.55671969 0.48739971 0.45703356] [ 0.03526254] [ 0.47187852 0.64100478 0.46936749 0.47657528 0.33430732 0.50663144 0.36951552 0.42342987 0.53181812 0.50334848] [ 0.06848919] [ 0.23279322 0.43233874 0.62657594 0.36761088 0.56891654 0.76820661 0.38653315 0.44659154 0.44515732 0.52170186] [ 0.94386789] [ 0.35918852 0.4611845 0.50767818 0.32430742 0.4025143 0.464076 0.4689965 0.6069233 0.47144296 0.26117164] [-0.22729704] [ 0.65808642 0.65825168 0.54053328 0.48580475 0.3568737 0.54458688 0.60522912 0.63080339 0.60758037 0.51197892] [ 0.09053029] [ 0.19413802 0.73954615 0.41447935 0.5854602 0.48432942 0.69377007 0.36736064 0.64797633 0.48730007 0.60027082] [-0.69848167] [ 0.39180535 0.53004201 0.4506622 0.34960434 0.39933484 0.59592834 0.48889892 0.77444251 0.54252163 0.33791737] [ 0.1193234] [ 0.62499969 0.48511002 0.4652667 0.5194444 0.37606293 0.43809909 0.61734566 0.6427777 0.55007519 0.34054794] [-1.207396] [ 0.3895816 0.44918019 0.63567012 0.30141763 0.4050126 0.39496655 0.52361453 0.50689315 0.49081854 0.29754152] [-0.72103735] [ 0.78388108 0.7212586 0.52214152 0.50161496 0.42176474 0.37866718 0.51162267 0.59607503 0.64906603 0.48843488] [ 0.55317776] [ 0.62856696 0.47617339 0.65585385 0.409207 0.50665695 0.48281774 0.64238836 0.4778243 0.51043146 0.42413864] [-0.73654737] [ 0.57629557 0.54745778 0.53877731 0.57070786 0.46686675 0.39149901 0.42814456 0.60213861 0.62620176 0.47709721] [-0.42663207] [ 0.65225974 0.66262896 0.51251594 0.33100219 0.46161657 0.53392527 0.40971092 0.4856549 0.59278561 0.59867826] [ 0.04156678] [ 0.54072284 0.60307522 0.55506031 0.42837894 0.423812 0.48599565 0.55472715 0.52792558 0.61655012 0.47767388] [ 0.20697653] [ 0.75720621 0.4869675 0.57607669 0.36760813 0.31319548 0.46316957 0.53098918 0.52361289 0.56468479 0.45443697] [-0.49903643] [ 0.57892862 0.72386543 0.47139771 0.63220128 0.38887862 0.73380185 0.39488746 0.59760677 0.57802816 0.66313976] [-0.27860456] [ 0.29299534 0.49188769 0.47940354 0.42526003 0.45967076 0.61252896 0.41183573 0.44042295 0.48691974 0.4460848 ] [-1.11595032] [ 0.81017704 0.56322222 0.59223158 0.34918159 0.27137893 0.28490134 0.59125547 0.60407043 0.59629029 0.38820039] [-0.57757763] [ 0.42944747 0.5826423 0.48004059 0.51654878 0.41685029 0.5197147 0.3895055 0.55848712 0.54126332 0.59866876] [-0.15838601] [ 0.28623002 0.16455626 0.81509952 0.24082186 0.57233749 0.70624363 0.44982159 0.41414748 0.35702806 0.41729611] [-0.73159713] [ 0.58767863 0.43691595 0.57467734 0.33411897 0.39290378 0.47624681 0.48844915 0.68700535 0.40054727 0.36270452] [-0.54243712] [ 0.64921681 0.5116577 0.61631695 0.33874928 0.47214773 0.53785479 0.52792708 0.44789919 0.59651103 0.56160119] [-0.71598845] [ 0.68353719 0.53573697 0.56850874 0.40318931 0.51263351 0.46113693 0.44061268 0.40346515 0.55393843 0.51356419] [ 0.00234901] [ 0.36405042 0.65083489 0.49781867 0.62374157 0.44936579 0.72559751 0.48884662 0.37465833 0.60962964 0.63271836] [ 0.17646662] [ 0.28185807 0.46160376 0.54596832 0.47338642 0.35820382 0.48062872 0.47908195 0.53056011 0.48085423 0.30359491] [-0.64382016] [ 0.66416248 0.6363827 0.5397284 0.37166356 0.40144699 0.46632192 0.49246242 0.4765909 0.65563949 0.50798241] [-0.83630062] [ 0.6386359 0.43088248 0.52730637 0.41500533 0.42973261 0.41772944 0.5132603 0.55780091 0.49882083 0.30454224] [-0.49607412] [ 0.68063416 0.63608643 0.52668339 0.44651696 0.32255119 0.35819176 0.58955928 0.5232492 0.66470982 0.47169986] [-0.04840686] [ 0.26860838 0.26950039 0.71638068 0.2674181 0.46444368 0.54234862 0.39512928 0.346706 0.29707858 0.29096355] [ 1.61020172] [ 0.52236033 0.59300115 0.58807489 0.45072063 0.37167918 0.57843524 0.48888967 0.64922886 0.49779242 0.42084908] [-0.39920343] [ 0.46714631 0.67098292 0.47349179 0.50870911 0.35753048 0.56878791 0.47102076 0.62252567 0.58750589 0.47681396] [-0.88320977] [ 0.48747896 0.66992723 0.46916335 0.60196151 0.25234435 0.48402992 0.42553394 0.52250014 0.54956651 0.49524264] [-0.5897923] [ 0.54500914 0.38761951 0.65715725 0.27141614 0.43236348 0.48793989 0.63123644 0.61362748 0.44622023 0.33764724] [-0.13341907] [ 0.71800459 0.61443902 0.47804275 0.32008916 0.34328397 0.29296754 0.49468998 0.53207879 0.63168764 0.39120625] [ 1.03054087] [ 0.60102265 0.61923982 0.42483145 0.53223454 0.24754656 0.42719505 0.45264043 0.55323758 0.57469281 0.38031407] [-0.55415301] [ 0.67502917 0.77212001 0.43152057 0.36007811 0.37655219 0.48923418 0.57793493 0.56270021 0.65761963 0.56559593] [ 0.03471703] [ 0.51288658 0.67147818 0.54919735 0.56256225 0.44854389 0.52202023 0.53210637 0.57268062 0.57653999 0.56516297] [ 0.14685975] [ 0.12726118 0.56532891 0.43051881 0.64192312 0.43833898 0.58211239 0.33351914 0.27740582 0.4036934 0.42874977] [ 0.52841982] [ 0.76308567 0.61576058 0.57877474 0.20888201 0.45367292 0.44971487 0.7265166 0.68948418 0.60719886 0.42772881] [-0.21384906] [ 0.42772468 0.71862409 0.35105372 0.71094719 0.2831796 0.54051913 0.36301406 0.46750247 0.57256237 0.68983788] [-0.19731239] [ 0.39927284 0.70627021 0.37417644 0.6881695 0.31352687 0.60272568 0.41069798 0.36447876 0.5064262 0.64706376] [-0.23115959] [ 0.45201026 0.67721706 0.40973931 0.56477799 0.47008759 0.48352602 0.39231876 0.35719713 0.42152802 0.71860885] [-0.65309723] [ 0.45236523 0.43924318 0.57578468 0.48224252 0.41170102 0.58228286 0.438221 0.58882118 0.49746807 0.4193601 ] [-0.0572639] [ 0.20221887 0.5424926 0.42081017 0.4129267 0.40428756 0.6201281 0.47103583 0.42906132 0.4554047 0.47654285] [ 0.06149361] [ 0.20332787 0.63439336 0.46313987 0.5118612 0.4672367 0.660131 0.32643384 0.42095123 0.46518201 0.55100073] [ 0.37734246] [ 0.1381636 0.68727951 0.32213165 0.59977391 0.45016028 0.70194972 0.24089703 0.49772742 0.39733247 0.63556853] [ 0.44483907] [ 0.48100187 0.36297917 0.65935754 0.41949228 0.55153824 0.60202348 0.42181996 0.41317746 0.3748436 0.46129785] [ 0.62261551] [ 0.6210576 0.45283748 0.62940719 0.24932022 0.53638789 0.4198965 0.69907501 0.54732183 0.57180952 0.34473663] [ 0.63098182] [ 0.67090377 0.81506246 0.392464 0.43048316 0.23724696 0.3315667 0.60748145 0.66401002 0.79323389 0.40884996] [-0.5268781] [ 0.62334451 0.69514175 0.51064966 0.50682202 0.48325149 0.63348628 0.54962029 0.47748376 0.59525328 0.63405788] [ 0.1177663] [ 0.32604961 0.5088523 0.67051473 0.39073946 0.58509058 0.69439338 0.36671264 0.38452078 0.37234416 0.59936226] [ 0.79755843] [ 0.51751766 0.73803252 0.36541054 0.58298403 0.31278804 0.41375681 0.51086122 0.68840294 0.61570236 0.39707332] [-0.08663872] [ 0.21602833 0.48815643 0.37153221 0.64058579 0.32582812 0.63007673 0.39573889 0.59940167 0.46209755 0.37092624] [-0.16056819] [ 0.51904142 0.66402131 0.44760843 0.58480583 0.3491718 0.43048385 0.42135841 0.64418225 0.61280264 0.45559397] [-0.57298524] [ 0.39439521 0.56643067 0.54941486 0.60288941 0.49368244 0.64342737 0.43055647 0.50999694 0.40360031 0.41162181] [ 0.55565636] [ 0.10017002 0.54097628 0.51213958 0.51639647 0.47264159 0.74401436 0.36612197 0.2586466 0.50029157 0.5387948 ] [-0.19557375] [ 0.66414104 0.55351563 0.5537993 0.32426279 0.46100129 0.55246812 0.54465674 0.52367392 0.62456423 0.42663472] [ 1.86716776] [ 0.67291018 0.6011489 0.56389103 0.39004506 0.44690074 0.40627776 0.6586954 0.67559271 0.56154376 0.29528938] [-0.0153802] [ 0.2110588 0.42496394 0.57637783 0.46658447 0.4504461 0.65161274 0.39015245 0.39017865 0.49088072 0.49479774] [-0.08677835] [ 0.60361603 0.55886595 0.48992705 0.3884403 0.37469668 0.4074667 0.45217156 0.50755831 0.56720713 0.46704167] [ 0.44516737] [ 0.4368854 0.55470983 0.57259419 0.3811219 0.47135432 0.56351815 0.47032287 0.513038 0.40989959 0.5433275 ] [-0.2505743] [ 0.3011637 0.6340993 0.37819785 0.72248025 0.40484191 0.64508841 0.50954963 0.59353339 0.46942903 0.51588729] [-0.13970263] [ 0.43790572 0.63028065 0.47849611 0.41282559 0.35285043 0.60099569 0.47372195 0.70009292 0.63736029 0.43774289] [ 0.04152123] [ 0.48582435 0.5942349 0.59866308 0.48907672 0.33199631 0.39275315 0.43202904 0.63259514 0.61161039 0.32286178] [-0.15629203] [ 0.46236954 0.54751503 0.46415824 0.44977508 0.3091775 0.29378768 0.45607926 0.50932896 0.60667136 0.28213656] [ 0.12510832] [ 0.23790178 0.68913708 0.52966831 0.3738037 0.44637168 0.57577616 0.42561012 0.47720426 0.52595165 0.57526622] [-0.48281469] [ 0.78637794 0.57557175 0.5452562 0.30648115 0.22503982 0.22215338 0.56156513 0.62601027 0.66496089 0.29015283] [ 0.21800749] [ 0.32492153 0.64336478 0.50501992 0.6075569 0.51820762 0.7547354 0.47949346 0.55809771 0.44031517 0.56108692] [ 0.72410723] [ 0.70348647 0.33580425 0.63990603 0.20653379 0.43111747 0.24180884 0.56916866 0.64534418 0.55042727 0.30762359] [-0.08628674] [ 0.2813937 0.66757554 0.32700209 0.6621505 0.40859799 0.72775088 0.39811902 0.56174818 0.44705159 0.58189493] [ 0.00210311] [ 0.39582604 0.46797646 0.68734937 0.32464171 0.60256901 0.76055893 0.35963413 0.41550644 0.34285459 0.62360688] [-0.11710186] [ 0.71286772 0.58805865 0.57677993 0.5054459 0.40952001 0.46431201 0.50661408 0.6428389 0.57450632 0.44334138] [ 0.62635874] [ 0.30346822 0.61778942 0.52040411 0.52976424 0.29733738 0.53807865 0.41887838 0.57652835 0.50549146 0.38735075] [-0.23141878] [ 0.28763422 0.63695572 0.45920286 0.63110493 0.4165126 0.56802602 0.46492996 0.5263271 0.59556831 0.48697502] [ 1.24124436] [ 0.68419406 0.38364897 0.63185784 0.2544039 0.50169839 0.35264283 0.57422221 0.49469603 0.47089542 0.32601184] [-0.38797784] [ 0.59122915 0.53088371 0.52597503 0.36282049 0.43545149 0.59912203 0.45310576 0.64888216 0.52135808 0.53672187] [-0.59240464] [ 0.46270285 0.69166022 0.37925515 0.56485633 0.43390472 0.54806308 0.34349665 0.45348933 0.53187854 0.56949865] [-0.11867675] [ 0.62297795 0.64613176 0.46771077 0.49315827 0.39369222 0.31452726 0.49676688 0.46652658 0.6989381 0.38447092] [ 0.19257122] [ 0.81455612 0.54673218 0.61560133 0.29903292 0.47678431 0.33260559 0.55427423 0.5676961 0.6008661 0.37639262] [-0.55833134] [ 0.63659991 0.66382857 0.54484853 0.48958599 0.33181056 0.43436758 0.48400545 0.43918505 0.66220252 0.54246143] [-0.27721367] [ 0.57906852 0.71792112 0.33572617 0.4796171 0.31089967 0.40941903 0.40176666 0.52968907 0.55507942 0.56037053] [-0.22064809] [ 0.7293004 0.5300273 0.55075461 0.62413712 0.42924519 0.29807756 0.56683698 0.63058076 0.5580393 0.5970614 ] [-0.33890216] [ 0.42881281 0.51958445 0.53338795 0.31862949 0.42664888 0.58604298 0.40187054 0.55620541 0.53031858 0.45292823] [-0.76171969] [ 0.40682198 0.64855872 0.59141631 0.51372028 0.46033871 0.58228741 0.43515331 0.52527778 0.50266172 0.46411009] [ 0.31997228] [ 0.20032568 0.6589699 0.51782362 0.53545885 0.46540392 0.77996525 0.43779766 0.37766593 0.5236954 0.63188729] [ 0.18343437] [ 0.24969961 0.5487362 0.63021965 0.38196406 0.48648341 0.64215075 0.42311021 0.5236562 0.58697122 0.54086514] [ 1.90179206] [ 0.68153257 0.65338697 0.51813929 0.40299779 0.23198644 0.3281907 0.61214467 0.79689108 0.58670574 0.26549482] [-0.19496174] [ 0.63605267 0.55412201 0.55910674 0.32059378 0.41067945 0.63523382 0.51831924 0.59980155 0.52446382 0.47944707] [ 0.49640323] [ 0.1631379 0.45999048 0.62653753 0.55543657 0.4109849 0.79721245 0.33750568 0.34721471 0.36767991 0.54603158] [-0.62511043] [ 0.78151042 0.42965355 0.60676105 0.32276364 0.48381643 0.44992358 0.50324817 0.41349696 0.54448598 0.47746093] [ 0.89418814] [ 0.48250241 0.49788781 0.45748378 0.5227621 0.41980742 0.56460641 0.39619606 0.46312609 0.48613559 0.45908547] [ 0.17455411] [ 0.56056942 0.7326691 0.35934435 0.44455115 0.29440441 0.62005137 0.43590577 0.42159645 0.55638358 0.61530513] [-0.06013216] [ 0.30846224 0.54453915 0.56311998 0.5555804 0.28975183 0.60687839 0.50255625 0.54160869 0.53606119 0.42575865] [-0.23491835] [ 0.29856079 0.46191939 0.53866352 0.5608509 0.40607473 0.75280869 0.4654969 0.49557057 0.41888359 0.52556164] [ 0.38502558] [ 0.15896246 0.2692023 0.66961738 0.50897843 0.53678399 0.77022109 0.36085466 0.34784314 0.32109035 0.45368666] [ 0.16829611] [ 0.21237967 0.49954366 0.46944276 0.67114716 0.51180312 0.73962228 0.46896959 0.41909405 0.44342641 0.53612361] [ 0.38383517] [ 0.193596 0.47046289 0.48779849 0.61111242 0.45806025 0.54440643 0.40564927 0.47798669 0.55546506 0.66042639] [-0.62452705] [ 0.28465577 0.61814702 0.426727 0.65617256 0.32567655 0.63681064 0.46872326 0.56781308 0.47136133 0.43336383] [ 0.50460631] [ 0.57435675 0.71174143 0.45529001 0.47433726 0.32568894 0.36218663 0.56341628 0.60442912 0.69276144 0.52634222] [ 0.5075483] [ 0.56776245 0.22991639 0.66545544 0.21797463 0.5411562 0.56584467 0.48230053 0.46469736 0.3498187 0.32933415] [-0.86257443] [ 0.44678014 0.60543028 0.52184265 0.58551292 0.25994887 0.5382899 0.39240586 0.39671653 0.49977171 0.43278957] [ 0.74380806] [ 0.61177538 0.55545811 0.60232774 0.58369044 0.44035168 0.45376806 0.36959235 0.53878802 0.56850017 0.38473916] [ 0.25094689] [ 0.71561163 0.25852802 0.61196636 0.21612554 0.49270322 0.24482442 0.56234512 0.44012156 0.4887099 0.25881845] [-0.50695351] [ 0.39403449 0.71273754 0.44820993 0.55285937 0.43599262 0.68290029 0.43748021 0.55639344 0.5478175 0.60676044] [ 0.01498383] [ 0.24998505 0.6385411 0.3573508 0.64926783 0.43127115 0.70399996 0.42178385 0.47551535 0.38961408 0.54446979] [-0.0212399] [ 0.62901605 0.49907693 0.59201556 0.25172577 0.43721531 0.41606606 0.49702448 0.53993289 0.59646217 0.39634822] [-0.63547806] [ 0.31211518 0.57741453 0.50526308 0.38771554 0.36080751 0.55579777 0.4181939 0.41862817 0.47057749 0.46073814] [ 0.30134844] [ 0.48209515 0.57025002 0.50855815 0.56240713 0.32058997 0.48850003 0.50781771 0.43783171 0.53520884 0.53610418] [-0.36582501] [ 0.54866411 0.72957966 0.41265465 0.55953673 0.43603853 0.47961879 0.52718045 0.60880396 0.54636129 0.58913007] [-1.42827805] [ 0.65494689 0.68817149 0.50019008 0.52700398 0.24203999 0.44062737 0.45728596 0.48274177 0.56535727 0.49978155] [ 0.05760731] [ 0.20110697 0.67887499 0.3774158 0.57756201 0.37895797 0.7254566 0.32311317 0.4518062 0.49829223 0.49291437] Progress: 71.4% ... Training loss: 0.302 ... Validation loss: 0.481[ 0.20448894] [ 0.17461319 0.47773773 0.49481166 0.70772898 0.30422647 0.51069037 0.40600414 0.5105684 0.51233323 0.38013338] [-0.51842916] [ 0.56818985 0.52728526 0.49647137 0.62244622 0.44201619 0.34784154 0.42375772 0.59620028 0.51253657 0.46519825] [-0.37120376] [ 0.3781493 0.65120338 0.45292793 0.65548677 0.42036093 0.62926997 0.37594983 0.47631844 0.50954852 0.4952483 ] [-0.2998889] [ 0.67760208 0.60814969 0.58138393 0.42370338 0.40479208 0.56010075 0.52297495 0.58782376 0.52976599 0.52694789] [ 0.20394051] [ 0.52729234 0.4922105 0.63916094 0.35896834 0.47927164 0.5806637 0.53251511 0.35999195 0.48379459 0.4711199 ] [-0.37270516] [ 0.41775282 0.71580587 0.43434908 0.73714161 0.47482152 0.56321407 0.38517771 0.43717967 0.50799145 0.52654548] [-0.00023638] [ 0.2729974 0.59203685 0.54694055 0.44472345 0.47226362 0.63848271 0.33701775 0.41614229 0.44342947 0.62700318] [-0.27682883] [ 0.40871162 0.39600797 0.5375669 0.62319139 0.49231734 0.71057761 0.46572442 0.61855704 0.39936669 0.46106515] [ 0.58945977] [ 0.54893615 0.69440588 0.42744262 0.47538762 0.35196074 0.36226255 0.46971812 0.50202495 0.68920986 0.44778812] [-0.0571336] [ 0.36080074 0.38840925 0.56473106 0.30607618 0.4553031 0.62021989 0.42794035 0.41198026 0.36470814 0.39342918] [-0.27450771] [ 0.22383718 0.29927629 0.6022976 0.52471262 0.40547366 0.70474532 0.36447231 0.50224091 0.37691335 0.41912145] [ 1.55278536] [ 0.62682864 0.45967304 0.63312708 0.32024408 0.48550425 0.47620031 0.52510617 0.54602297 0.5357017 0.4499337 ] [-0.51010991] [ 0.29488819 0.42449376 0.69996478 0.36158701 0.46446448 0.48080126 0.41101874 0.38486276 0.49564018 0.34093971] [ 1.4385545] [ 0.40093605 0.7414701 0.42285792 0.53253343 0.21468971 0.44241077 0.43425567 0.63628654 0.54578982 0.42964166] [-0.40558656] [ 0.23561932 0.37224363 0.57715175 0.60943121 0.27456826 0.5642959 0.4428398 0.59266688 0.4621091 0.25738694] [ 0.12408863] [ 0.22621329 0.49456885 0.5598343 0.49288934 0.43421772 0.70107112 0.48189963 0.40186739 0.44853753 0.4869026 ] [ 0.61570814] [ 0.33665505 0.65793697 0.39252632 0.70562393 0.27056294 0.61351434 0.32234329 0.40450207 0.53714111 0.58499101] [ 1.84645683] [ 0.76687794 0.61404506 0.52743222 0.35746661 0.29531249 0.19737897 0.53600829 0.6803443 0.58781483 0.39768441] [ 0.4804198] [ 0.48667031 0.53780007 0.46788072 0.48282915 0.3685235 0.46087455 0.45448226 0.52832563 0.47199803 0.45541339] [ 0.0421485] [ 0.22828079 0.51296755 0.56982995 0.43253869 0.3312767 0.56122544 0.48101167 0.53016428 0.51025639 0.31549544] [ 1.54321602] [ 0.65493179 0.69765453 0.42275784 0.4743389 0.23424572 0.32305369 0.53269961 0.57828074 0.6884113 0.3430315 ] [ 1.58704233] [ 0.8055382 0.65019307 0.58823179 0.37734379 0.28760763 0.39334705 0.61665724 0.76854838 0.64258666 0.36123039] [ 0.30236351] [ 0.66478855 0.62570246 0.49037636 0.48218472 0.31767256 0.55965265 0.53350108 0.46695665 0.56244572 0.61687868] [ 0.42438041] [ 0.36388324 0.75260073 0.25528879 0.61025583 0.23753034 0.60982988 0.41503747 0.52850817 0.55811616 0.55463593] [-0.04021921] [ 0.42669839 0.56896249 0.65530078 0.30183452 0.47098523 0.57570501 0.40853025 0.46880142 0.44254351 0.49528878] [ 0.21910833] [ 0.3745517 0.68815978 0.41409685 0.69776381 0.31645635 0.76309721 0.38281863 0.4252757 0.5753796 0.65611332] [ 0.49654376] [ 0.16999996 0.55554272 0.37585396 0.58173456 0.39253317 0.80488066 0.35428991 0.43446224 0.34910902 0.53671978] [-0.3720706] [ 0.15358431 0.36457006 0.60203598 0.58939444 0.3818744 0.61284295 0.37787439 0.4508101 0.45186951 0.26909782] [-0.04794183] [ 0.40361652 0.70412113 0.31496043 0.53583844 0.35500594 0.47164041 0.40751153 0.48053421 0.60285381 0.52243734] [ 0.27156878] [ 0.27684279 0.53222275 0.49797812 0.50451575 0.3437817 0.51442357 0.43648184 0.62987774 0.54977179 0.35264755] [-0.21382917] [ 0.36621069 0.6737134 0.40565348 0.49854629 0.30751643 0.61819731 0.34688382 0.53022039 0.56630105 0.47623581] [ 0.79938384] [ 0.66694885 0.71276024 0.55285535 0.37875173 0.45467301 0.45658894 0.65017566 0.56879501 0.68013371 0.43346489] [ 0.53710038] [ 0.33594885 0.27757339 0.71115754 0.30596788 0.39493506 0.46566617 0.5448491 0.57007365 0.47200714 0.20095853] [ 0.34051684] [ 0.1805399 0.57662742 0.37672318 0.59969129 0.47887223 0.87195534 0.35656175 0.59242691 0.51048961 0.58609841] [ 0.32388848] [ 0.76514704 0.6001416 0.57702667 0.388752 0.33974667 0.46893894 0.46818588 0.40130613 0.6410894 0.58726835] [ 0.21750069] [ 0.64790412 0.57550951 0.42227234 0.42364656 0.28323733 0.50922873 0.47324381 0.44586969 0.52990497 0.46264486] [-0.09081889] [ 0.34254188 0.51273313 0.51810504 0.44561713 0.54284335 0.52213602 0.45050143 0.47144529 0.44255202 0.48650773] [-0.15789357] [ 0.41508589 0.64788049 0.44078797 0.60588169 0.27558547 0.40288762 0.43295317 0.51466796 0.57131443 0.44358561] [-0.08803052] [ 0.42860527 0.61467409 0.43728966 0.60013417 0.44478011 0.6123171 0.44703717 0.53117437 0.44959678 0.68322653] [-0.28476381] [ 0.61570439 0.62819632 0.51218949 0.36729309 0.37319273 0.50449923 0.47509956 0.4505362 0.51259102 0.61455842] [ 0.23042305] [ 0.41705885 0.69372675 0.42913005 0.47548869 0.450059 0.688701 0.4820144 0.51089026 0.49686361 0.66535473] [ 0.3652826] [ 0.53965701 0.69384948 0.45205925 0.50479822 0.44578622 0.62639428 0.42880144 0.53349546 0.5298478 0.5764347 ] [-0.42372403] [ 0.35793161 0.71258492 0.41191891 0.52845653 0.25602675 0.58143713 0.42703616 0.52023725 0.56163449 0.53881426] [ 0.24526219] [ 0.16763829 0.48124449 0.46380084 0.46242075 0.50223142 0.72059591 0.41122258 0.33002804 0.43484201 0.48822372] [ 0.19552669] [ 0.46463431 0.73165299 0.41505713 0.61032379 0.24107164 0.56417782 0.48197406 0.71487406 0.52615233 0.46583571] [-0.41641562] [ 0.65494744 0.58552883 0.50562616 0.42591691 0.40141142 0.4193316 0.40886822 0.48715815 0.57680819 0.46889856] [-0.17363103] [ 0.60990208 0.69796646 0.38550615 0.6193623 0.43020763 0.54179404 0.46852966 0.58243434 0.53967402 0.75609191] [-0.08552386] [ 0.54618679 0.45082217 0.54507305 0.28395825 0.46195728 0.62345099 0.52130801 0.60153808 0.46418569 0.59441307] [ 0.03750522] [ 0.14944382 0.40000687 0.44056274 0.64063024 0.43199586 0.68395264 0.28679213 0.49012746 0.36490499 0.36975302] [ 0.1677744] [ 0.29279663 0.47011417 0.54382562 0.42636478 0.54046866 0.69563518 0.33996164 0.48512241 0.5260943 0.51612428] [ 0.29083494] [ 0.13290598 0.6133178 0.50585028 0.61889616 0.45038372 0.66913161 0.3717476 0.39563814 0.49453262 0.55948225] [ 0.65407667] [ 0.66893129 0.61175484 0.52364945 0.42255753 0.22158711 0.4069007 0.51831551 0.74190993 0.5519632 0.40947261] [ 0.15329752] [ 0.37024158 0.81266458 0.38918499 0.64101752 0.43836959 0.73930168 0.40248092 0.51977138 0.5808378 0.73185864] [ 0.45256915] [ 0.26994682 0.54228889 0.48906191 0.44867223 0.45301377 0.58000818 0.32179821 0.4830611 0.48346095 0.39676919] [-0.07129614] [ 0.25435971 0.35167505 0.63031332 0.42509032 0.43128129 0.67864384 0.40046658 0.44243618 0.38912087 0.41895441] [-1.42997252] [ 0.54410098 0.64293852 0.45960787 0.4985885 0.29644751 0.35087841 0.4649757 0.57834727 0.62292547 0.3758611 ] [ 0.31288038] [ 0.33368931 0.36200544 0.62872457 0.32353064 0.49639273 0.56110485 0.4040338 0.48923626 0.40942511 0.35547048] [ 1.65087516] [ 0.75013726 0.57846073 0.54553204 0.37577967 0.32585774 0.33086909 0.56460092 0.43366378 0.63877165 0.36241704] [-0.39630851] [ 0.16524449 0.29968357 0.61759118 0.56428165 0.38687833 0.54087813 0.43330862 0.44657408 0.43106611 0.26573896] [-0.13569487] [ 0.66615227 0.65139 0.52760683 0.51446667 0.31642083 0.49831624 0.47956766 0.44647398 0.64013119 0.57587733] [ 0.51064824] [ 0.14837994 0.54500747 0.49951636 0.58895446 0.57223164 0.77664751 0.4036097 0.36199238 0.53461182 0.558972 ] [ 0.37409021] [ 0.52338622 0.59040809 0.51894514 0.54242745 0.35993261 0.41916275 0.46625411 0.59174507 0.5863176 0.53716888] [-0.31678194] [ 0.52283054 0.67306487 0.43932443 0.62538219 0.25538096 0.36426574 0.42271662 0.412385 0.69638146 0.39098994] [-0.00714914] [ 0.2665372 0.46370585 0.57074993 0.44225561 0.45469845 0.56460745 0.42575414 0.4235556 0.43856463 0.5516448 ] [-0.81185007] [ 0.61498525 0.56038013 0.52114021 0.43697487 0.44851044 0.65373357 0.52279848 0.48893383 0.53592382 0.52015561] [-0.11988822] [ 0.35849258 0.4714055 0.51999949 0.29901495 0.37026838 0.5880792 0.43596243 0.5319516 0.40154941 0.36889997] [-0.04685311] [ 0.39270554 0.66284084 0.44757067 0.65888672 0.32869661 0.70328909 0.45825292 0.39630714 0.58904833 0.63463875] [-0.02934291] [ 0.17433939 0.62576334 0.53778315 0.46689017 0.38108297 0.67128517 0.38646877 0.61307468 0.51316616 0.51515122] [-0.41940433] [ 0.33576076 0.66297667 0.51566505 0.47928016 0.36836946 0.55290075 0.50451328 0.5255439 0.49375406 0.46259587] [-0.2202451] [ 0.27635369 0.55948285 0.56055859 0.53668646 0.320464 0.64038928 0.38564457 0.42706908 0.38358374 0.50817975] [ 0.91460896] [ 0.12176487 0.65895246 0.36080134 0.67278075 0.56504763 0.81812245 0.32357449 0.39150281 0.40510646 0.62139776] [ 0.14490511] [ 0.41877956 0.69609702 0.36274438 0.70454361 0.32294389 0.67637768 0.34708987 0.36911742 0.4674722 0.67404085] [-0.02292066] [ 0.34840523 0.79067274 0.38939457 0.61870348 0.30963229 0.69736562 0.45974084 0.47554464 0.59652091 0.677964 ] [ 0.17029516] [ 0.58938635 0.80281502 0.36092944 0.54045628 0.3410725 0.58351386 0.43079782 0.60473055 0.62255319 0.53842395] [-0.2142452] [ 0.33643447 0.58676411 0.51845304 0.46963721 0.43685756 0.61868025 0.36518329 0.48334053 0.50408441 0.62091742] [ 0.16391294] [ 0.37829709 0.54795017 0.47682177 0.49991646 0.41786314 0.61596741 0.43748701 0.41700535 0.44478152 0.53735839] [-0.01772368] [ 0.26773373 0.62516435 0.58859114 0.45669783 0.45820435 0.6095055 0.39285544 0.5184982 0.62120115 0.55468616] [-0.36326271] [ 0.56689159 0.42641091 0.5546163 0.45499762 0.57995032 0.49979737 0.49028079 0.43808132 0.43642114 0.54990162] [ 0.30487281] [ 0.5746713 0.49287971 0.55029928 0.40453716 0.42325973 0.51928108 0.46281216 0.50386975 0.47238226 0.5403982 ] [ 0.44299082] [ 0.097749 0.47262667 0.55012302 0.40141058 0.53730979 0.75899657 0.43712668 0.28696614 0.48473347 0.54425538] [-0.07234283] [ 0.60417874 0.78020361 0.39649811 0.40664731 0.28759104 0.52604213 0.46038188 0.51757789 0.59635443 0.616875 ] [-0.40425198] [ 0.80833973 0.57342212 0.64698019 0.23274129 0.46140257 0.5729597 0.64048401 0.48930504 0.49113783 0.57851967] [ 0.0382066] [ 0.38241661 0.54636304 0.58219505 0.41941184 0.48917362 0.53297058 0.45886615 0.50066504 0.50240143 0.6303801 ] [ 0.34295367] [ 0.65730287 0.56996876 0.55327193 0.31855001 0.33483753 0.29557211 0.49812785 0.50017069 0.59308006 0.3519351 ] [-0.03858488] [ 0.47538228 0.5585757 0.49199499 0.50059177 0.55362448 0.65775644 0.42321888 0.5185621 0.49747723 0.57902938] [-0.74941659] [ 0.77370518 0.58986231 0.55588524 0.28247218 0.30944592 0.43422791 0.61173483 0.51417434 0.60809623 0.48108586] [-0.12809956] [ 0.5710414 0.58124913 0.43771778 0.42282679 0.39319351 0.41840611 0.48946863 0.49923845 0.55623644 0.54756543] [-0.73911227] [ 0.61135546 0.26493818 0.63440134 0.36794229 0.44539342 0.37523337 0.62096795 0.44965191 0.49223247 0.33853771] [-0.12613705] [ 0.26759906 0.66293099 0.46656917 0.62543621 0.38171171 0.72858669 0.39726755 0.53090121 0.60329443 0.56513747] [ 1.1309365] [ 0.67659335 0.64430415 0.48865987 0.34033067 0.31541188 0.3326552 0.52839101 0.57085152 0.63496846 0.40834068] [ 0.03402839] [ 0.36836884 0.71281834 0.47813644 0.56684046 0.39812803 0.65910823 0.48612422 0.48709207 0.51227609 0.49456314] [-0.38006142] [ 0.63011185 0.72598602 0.4227593 0.47540582 0.26645329 0.42017462 0.45583509 0.52734816 0.60872389 0.53727287] [ 0.28562538] [ 0.55117013 0.49111911 0.46244398 0.42944827 0.44943545 0.58058858 0.41621824 0.40436892 0.42738252 0.50996778] [-0.36687248] [ 0.53866053 0.60822191 0.41050825 0.41533811 0.37083558 0.4107431 0.42231768 0.57721659 0.55268382 0.46295941] [-0.1786432] [ 0.24764696 0.61742106 0.45789232 0.57024651 0.34800996 0.73190105 0.46820462 0.53176638 0.53068402 0.55439915] [-0.56578802] [ 0.77741986 0.49732183 0.59356325 0.36467418 0.37384505 0.56108558 0.46234304 0.4792409 0.59152879 0.59630827] [ 0.87428384] [ 0.37984404 0.56059341 0.45805303 0.43774504 0.31215533 0.48352825 0.46214572 0.46792874 0.46250059 0.4423004 ] [ 0.01451733] [ 0.50178362 0.58916524 0.48598894 0.29629969 0.45515516 0.62442524 0.52796476 0.49910179 0.41158065 0.49820369] [-0.37165046] [ 0.2560264 0.50334481 0.6068284 0.42408121 0.40399592 0.50584722 0.47412505 0.4061056 0.47147015 0.3946364 ] [-0.44374924] [ 0.35933177 0.56945423 0.42798822 0.58466921 0.40070085 0.49799122 0.38821274 0.40758103 0.42462608 0.51455073] [ 0.16519402] [ 0.36258161 0.58300499 0.42050269 0.49484046 0.57402592 0.6865451 0.43933557 0.42464325 0.41150373 0.63654218] [-0.19410137] [ 0.51493381 0.66165251 0.45983219 0.64534344 0.47254264 0.4991691 0.41953126 0.66027802 0.60569886 0.53662637] [ 0.78971263] [ 0.49577016 0.62132237 0.48372151 0.44637116 0.39485107 0.44838378 0.41851477 0.53851796 0.51253668 0.57387 ] [-0.22445869] [ 0.7253712 0.71543197 0.52172727 0.50769104 0.4620526 0.43140787 0.47485154 0.58631807 0.56825978 0.6900624 ] [-0.54752203] [ 0.37457171 0.56639504 0.47724766 0.36993617 0.37596998 0.48141157 0.57204236 0.72956914 0.48059521 0.29592383] [ 1.50213568] [ 0.69639435 0.50064609 0.59308146 0.328529 0.23386148 0.25806932 0.59502181 0.721483 0.54303199 0.27422675] [ 0.33224685] [ 0.37329975 0.39399843 0.56827423 0.54307841 0.48723978 0.41621926 0.47155901 0.51522072 0.4640352 0.39254388] [ 0.23579223] [ 0.20025315 0.2945642 0.70622163 0.41009114 0.43304449 0.71535153 0.34991393 0.33669732 0.33339053 0.37542989] [-0.12296907] [ 0.56694875 0.61920878 0.60717406 0.40792461 0.41686113 0.47467333 0.60028854 0.48632573 0.55716042 0.47091275] [ 0.18143241] [ 0.298219 0.7822773 0.26490555 0.69548681 0.25176671 0.59296276 0.4025938 0.53869379 0.60958033 0.61551854] [ 0.26248658] [ 0.14668786 0.67293745 0.40044481 0.48951387 0.42911165 0.69141287 0.33466853 0.40940444 0.50108493 0.6123856 ] [ 0.51329153] [ 0.1311542 0.6310342 0.55323063 0.47299168 0.40592619 0.83372991 0.39745581 0.35063139 0.53824587 0.63789771] [-0.78725686] [ 0.52105488 0.59176509 0.45952269 0.61208052 0.28789376 0.54473018 0.42573438 0.47251653 0.51334765 0.47488341] [-0.66250492] [ 0.33198314 0.6333389 0.63252569 0.37723694 0.49293887 0.54948605 0.41848821 0.5707559 0.47569134 0.50186208] [ 0.12165939] [ 0.48882785 0.40953049 0.58682997 0.26779386 0.36176307 0.470428 0.45451854 0.70660278 0.41961431 0.26632704] [ 0.01550685] [ 0.33958083 0.76047681 0.34324355 0.55540128 0.40863545 0.67310617 0.34395345 0.4863685 0.54040957 0.71748113] [ 0.02817813] [ 0.57151751 0.62492517 0.56274529 0.58142559 0.43633489 0.59406978 0.61289943 0.5127022 0.57333671 0.5625624 ] [-0.16958133] [ 0.49811625 0.27407673 0.70472313 0.27807156 0.4206187 0.53886073 0.45674306 0.48937473 0.44817339 0.28712537] [ 0.85340992] [ 0.69320803 0.62811987 0.56184988 0.50806332 0.46013866 0.41035277 0.5635985 0.62487515 0.64237227 0.3736028 ] [-0.28025115] [ 0.65136145 0.77031828 0.46102636 0.35170813 0.36606739 0.57889235 0.51450756 0.56866881 0.65135784 0.7024027 ] [ 0.83317506] [ 0.71947762 0.65224752 0.50821671 0.35783732 0.30716222 0.47835805 0.51190799 0.39681703 0.54945606 0.56433735] [ 0.45715564] [ 0.69326392 0.69373946 0.45645407 0.32041696 0.28195416 0.31509402 0.53032168 0.53932819 0.63832186 0.41966049] [ 0.18386702] [ 0.18169473 0.54533728 0.49737445 0.61247053 0.33331067 0.71467589 0.41652186 0.50727347 0.53353552 0.4636644 ] [-0.1663962] [ 0.37810534 0.57704479 0.41789958 0.53286202 0.33766767 0.68115869 0.40174409 0.46787673 0.46778397 0.58095489] [-0.20159486] [ 0.29905202 0.33372883 0.70062888 0.33210295 0.45596734 0.65540747 0.45679592 0.45978887 0.38416752 0.47475142] [ 0.60755652] [ 0.6978281 0.60936014 0.62369174 0.32843781 0.46929724 0.43760676 0.62546859 0.54785052 0.57873412 0.57305195] [-0.03980331] [ 0.57622845 0.42262361 0.58694853 0.397433 0.38016289 0.42265459 0.43496156 0.56791917 0.57475049 0.42163152] [ 0.28819306] [ 0.6034651 0.58247084 0.52635579 0.35020566 0.4444026 0.56348598 0.52831646 0.49285868 0.49787674 0.46618142] Progress: 71.7% ... Training loss: 0.319 ... Validation loss: 0.478[-1.46347473] [ 0.33752264 0.38115772 0.60439463 0.42502111 0.29504123 0.4757629 0.49572407 0.61541367 0.54912015 0.26696472] [-0.55450455] [ 0.56208372 0.61663969 0.50750578 0.50477935 0.35418389 0.4121775 0.42608422 0.48523824 0.5884783 0.39891382] [ 0.00254842] [ 0.36657459 0.74892689 0.4067388 0.70934834 0.50386045 0.6748297 0.30887522 0.55107181 0.49355356 0.74934599] [ 0.91989609] [ 0.42319821 0.65356872 0.49000483 0.56692359 0.37588347 0.5274651 0.39037306 0.51860163 0.56385148 0.42602439] [-0.24480818] [ 0.73874902 0.39234556 0.59875846 0.43636725 0.58464798 0.66617922 0.49035006 0.57931 0.44902733 0.48816921] [-0.81822428] [ 0.8026298 0.54673092 0.53672848 0.30099235 0.36570244 0.37203928 0.50415008 0.51346617 0.61404961 0.44205824] [-0.15458073] [ 0.21203884 0.53545136 0.58171894 0.53462374 0.29709053 0.5798103 0.35236519 0.53412941 0.48620569 0.37765125] [-0.87384837] [ 0.18217306 0.36848699 0.63288557 0.48408311 0.34918601 0.55428336 0.39001041 0.45426197 0.39920499 0.25042133] [-0.4770488] [ 0.34446773 0.41134774 0.64440269 0.38333912 0.52212907 0.63793167 0.47586749 0.29756609 0.48971448 0.44842976] [-1.82852777] [ 0.55253229 0.66610803 0.32554318 0.60662333 0.23480909 0.18518971 0.58900605 0.68005121 0.67975932 0.43088394] [-0.22600119] [ 0.33014116 0.63873176 0.42476928 0.51943772 0.33762251 0.51800758 0.45040041 0.48428182 0.55035912 0.43468408] [ 1.03341674] [ 0.52906185 0.62631177 0.34131611 0.64261121 0.32267239 0.26381285 0.61618891 0.69706157 0.64646318 0.44291435] [-0.48899808] [ 0.59086239 0.5920149 0.44069712 0.49627624 0.3514488 0.35697583 0.48086501 0.43479271 0.58675928 0.40351952] [-0.49954809] [ 0.58137594 0.70096335 0.46001495 0.47114023 0.40715679 0.54246474 0.43197981 0.55376274 0.58824146 0.46033382] [-0.19517139] [ 0.27748771 0.5920515 0.54964969 0.44074123 0.4677303 0.62996504 0.34077904 0.42539306 0.44836251 0.61853704] [-0.03701436] [ 0.5027202 0.72908939 0.50861467 0.56244806 0.35118663 0.5835443 0.58919716 0.5956919 0.64435306 0.58165772] [-0.06325884] [ 0.55580312 0.69497289 0.54510151 0.47609835 0.4629645 0.60857636 0.52326663 0.60077729 0.57390963 0.6093725 ] [-0.13217335] [ 0.66392404 0.74244807 0.41132885 0.40885392 0.29924228 0.39834281 0.51456922 0.66726883 0.69170058 0.45582216] [-0.37541404] [ 0.6327062 0.65493237 0.62987531 0.4590073 0.45007113 0.52422116 0.56587708 0.53464397 0.64816671 0.55450035] [-0.57129123] [ 0.332341 0.55660541 0.38988177 0.55408282 0.37092598 0.60744953 0.44117097 0.61249348 0.479402 0.39156454] [-1.0253096] [ 0.5874552 0.30800897 0.69068746 0.23709512 0.4942083 0.51058249 0.50689803 0.57612619 0.469697 0.32848403] [ 0.1739908] [ 0.49573967 0.53040232 0.54736767 0.41869284 0.34118114 0.57683087 0.53311183 0.68478277 0.50165708 0.38159166] [-0.12201423] [ 0.22092108 0.59439978 0.30045206 0.66051951 0.37103515 0.55947943 0.3305916 0.52789374 0.47746326 0.50458091] [-0.77173226] [ 0.3830901 0.37284234 0.69721949 0.45573824 0.34016795 0.53751532 0.4975803 0.60772077 0.4726381 0.28331617] [ 0.84204071] [ 0.55890029 0.48503864 0.61041757 0.3188649 0.42854865 0.57849935 0.51125003 0.45675725 0.379957 0.47819639] [-0.8965598] [ 0.75595434 0.65132503 0.52048692 0.37913141 0.33714263 0.38544043 0.5024974 0.44594114 0.66842314 0.47118843] [ 0.70260037] [ 0.77724014 0.42483537 0.58577223 0.33665667 0.40260092 0.28060542 0.4914372 0.52043912 0.48216796 0.42301133] [-1.6314564] [ 0.37625628 0.51760691 0.53227004 0.5494632 0.36545174 0.33099251 0.44012003 0.63766919 0.60415991 0.2132419 ] [ 0.12830064] [ 0.20857218 0.72471785 0.43669132 0.61342565 0.32947353 0.73719766 0.41735475 0.46944786 0.55402811 0.56673112] [-0.54838093] [ 0.3334352 0.49837519 0.54250487 0.46216861 0.36017959 0.58647413 0.40424 0.64768982 0.56177478 0.35251159] [ 1.03092543] [ 0.52530733 0.69173229 0.37882752 0.51595179 0.23509001 0.45182221 0.47348952 0.55854375 0.50002434 0.38766834] [ 0.68438701] [ 0.70974768 0.52832932 0.55316792 0.34789047 0.36451189 0.30289166 0.4438851 0.48470308 0.50918429 0.43514927] [ 0.3426323] [ 0.20595266 0.57495286 0.42844159 0.60002501 0.40013554 0.77673614 0.38103978 0.58737377 0.49716757 0.48591558] [-0.10159325] [ 0.47918722 0.62933269 0.40621852 0.58791886 0.37807199 0.72659653 0.31955449 0.44251256 0.46507029 0.68751585] [ 0.02601731] [ 0.62997599 0.69299365 0.38858218 0.45486633 0.30145167 0.551897 0.45376707 0.41355102 0.56125213 0.58207163] [-0.48739905] [ 0.40978702 0.19724402 0.74506679 0.21573018 0.56160046 0.3819454 0.4732459 0.37589535 0.36931195 0.24045717] [-0.41299467] [ 0.60717956 0.56135058 0.59251509 0.51296618 0.32705855 0.45489132 0.43574471 0.39271269 0.59220025 0.4930931 ] [ 0.14832102] [ 0.33936158 0.41851922 0.6429004 0.52740065 0.37510167 0.5556944 0.48191644 0.45591804 0.49901528 0.33038735] [-0.01573851] [ 0.56892865 0.44399775 0.56984762 0.34983106 0.41409848 0.54182917 0.50815005 0.60981309 0.45857062 0.3744757 ] [-0.60206405] [ 0.42265685 0.43397701 0.64621432 0.33210675 0.43037254 0.45562161 0.55579956 0.467543 0.49624108 0.37579333] [ 0.32451474] [ 0.2663598 0.72940272 0.42288529 0.59780115 0.36840089 0.589196 0.45059033 0.54979324 0.63409484 0.44176932] [-1.09655563] [ 0.74725931 0.73934073 0.44623313 0.45863852 0.29583911 0.3485927 0.51067474 0.49501501 0.66122181 0.49602122] [ 1.70014126] [ 0.62619282 0.5203747 0.5673483 0.32259293 0.30486665 0.41649667 0.51607769 0.56708945 0.43989456 0.30462718] [-0.39539896] [ 0.65197998 0.5154367 0.56039065 0.35243415 0.46787958 0.48980374 0.54200206 0.5557041 0.52497528 0.45257461] [-0.20632677] [ 0.43088243 0.80558013 0.35640077 0.59414283 0.34224076 0.56577874 0.44321939 0.5007966 0.66353193 0.75585215] [-0.4834612] [ 0.32796192 0.55002703 0.4401521 0.47318526 0.53027876 0.5560122 0.51999394 0.37582055 0.39416617 0.4893423 ] [-0.20769793] [ 0.53183179 0.73286845 0.36390764 0.46508593 0.3090674 0.70442731 0.44107927 0.53311516 0.6050171 0.64645565] [-0.93271941] [ 0.17736621 0.5657284 0.4876494 0.55592555 0.34282576 0.48325791 0.40556091 0.51472184 0.50589193 0.30944318] [-0.27305941] [ 0.20436335 0.43191196 0.56785366 0.48230365 0.34884537 0.68116493 0.43433285 0.53738078 0.52155197 0.35845049] [-0.60837308] [ 0.4413076 0.54013835 0.50209385 0.53595454 0.39839739 0.66238014 0.43214007 0.65778727 0.42314187 0.56272325] [-0.56316857] [ 0.58671757 0.67548268 0.46019186 0.43627083 0.37428605 0.35835452 0.44866468 0.54544569 0.58933767 0.46277807] [-0.3008134] [ 0.32057923 0.14510233 0.73443843 0.31729633 0.57169422 0.57502013 0.4480582 0.39673788 0.27137695 0.33353703] [ 0.1571711] [ 0.65969492 0.58160023 0.55003102 0.33589642 0.51758747 0.4330255 0.57485289 0.62656489 0.61323438 0.37458955] [-0.58856168] [ 0.58623558 0.71105153 0.4654167 0.47159481 0.37231636 0.42983806 0.41119573 0.55471689 0.66228064 0.67652443] [-0.0856777] [ 0.30288404 0.71074699 0.4539214 0.6954157 0.40944388 0.65236824 0.3291686 0.53323046 0.54698004 0.58696999] [-0.53431474] [ 0.29253721 0.51643856 0.50832429 0.47111845 0.3606247 0.49426384 0.50975731 0.55618396 0.49774989 0.29974439] [-0.34364363] [ 0.72878294 0.59399329 0.61045993 0.3483544 0.43440544 0.59012356 0.60121361 0.54191676 0.63564911 0.55540015] [-0.06296017] [ 0.28738811 0.54513543 0.55416288 0.43748533 0.46480809 0.70483051 0.49485139 0.44136471 0.46279648 0.54169025] [ 0.15496696] [ 0.27515939 0.53222082 0.49763905 0.50490321 0.34434691 0.51698711 0.43596428 0.62874106 0.54926908 0.35334745] [-0.24527523] [ 0.40484701 0.32439344 0.69893291 0.29990033 0.34993272 0.59149264 0.49777842 0.48963812 0.40543863 0.31865498] [ 1.39932546] [ 0.62006137 0.6057953 0.5644153 0.37205187 0.29098661 0.37037231 0.45062725 0.54066807 0.62229733 0.43180304] [ 0.99835915] [ 0.6532695 0.54900345 0.5277065 0.38089711 0.29994278 0.39023857 0.57451743 0.73786744 0.64783516 0.27873604] [-0.53680241] [ 0.5669224 0.71687643 0.43906441 0.65032237 0.40240974 0.676913 0.39576528 0.63667784 0.58872737 0.64563986] [-1.11891036] [ 0.40018426 0.47633233 0.5818466 0.47656714 0.36799743 0.55597827 0.48564334 0.56844864 0.38877087 0.34180468] [ 0.33359036] [ 0.61153648 0.4486488 0.58890428 0.39686624 0.36845076 0.40953718 0.49603349 0.77901649 0.5196908 0.38333185] [-0.26917261] [ 0.50094242 0.66553748 0.4298421 0.62516503 0.31331764 0.59490739 0.38614369 0.39261109 0.52341369 0.700515 ] [-0.29146912] [ 0.47888705 0.69269803 0.36550984 0.69467157 0.30582677 0.56752211 0.38546406 0.33784992 0.52924819 0.68010515] [ 0.54150187] [ 0.54855839 0.52135705 0.53819171 0.21808169 0.30983168 0.30880127 0.60464673 0.63049141 0.57933453 0.32965908] [-1.2710057] [ 0.33932858 0.30637027 0.69706675 0.33928633 0.39369784 0.46891463 0.53125341 0.56668624 0.44395653 0.2579406 ] [-0.3967435] [ 0.69170828 0.62689455 0.53090223 0.37911337 0.3993068 0.37531048 0.46501534 0.51564201 0.68176229 0.4624752 ] [ 0.02799008] [ 0.36783866 0.71807091 0.30013811 0.64497144 0.31386912 0.59342072 0.47715232 0.63154146 0.49320386 0.69261896] [-0.77115382] [ 0.33778567 0.65319834 0.35227472 0.56688939 0.34424751 0.43244389 0.36054556 0.43985653 0.57491531 0.44692375] [-0.1786976] [ 0.50024168 0.56447941 0.52307374 0.3818428 0.30184124 0.38025221 0.49198043 0.62072388 0.5000546 0.42754031] [-1.23200883] [ 0.47204492 0.39165019 0.6062979 0.27026947 0.41682682 0.40049104 0.51571121 0.63234688 0.5656148 0.32644293] [-1.04286022] [ 0.7845557 0.58989427 0.56172637 0.27530655 0.30222889 0.41186068 0.62067684 0.53298218 0.61804623 0.46229894] [ 0.10218649] [ 0.33931663 0.66737147 0.34517959 0.51429774 0.31197927 0.40045703 0.44617241 0.60034636 0.60633012 0.38947753] [-0.19360002] [ 0.38441146 0.49319948 0.5491012 0.46062681 0.37823952 0.55784302 0.58888726 0.61350462 0.44618653 0.44451387] [-0.87074097] [ 0.76827524 0.51185669 0.60400641 0.41315436 0.38324479 0.23311274 0.59443293 0.71676175 0.60602779 0.24246501] [-0.34815153] [ 0.55265013 0.54646012 0.48706421 0.55533199 0.24524459 0.45496517 0.50690531 0.63354194 0.51496863 0.43142715] [ 0.16943192] [ 0.45981095 0.57241878 0.65180114 0.2745165 0.50250837 0.55435085 0.45266698 0.5051634 0.46284169 0.51063723] [ 0.28706885] [ 0.42590656 0.75914078 0.33629415 0.67749669 0.25748077 0.44410836 0.48588879 0.6901087 0.56261136 0.49478653] [-1.51115515] [ 0.67050474 0.70673947 0.48770771 0.49168769 0.26934077 0.43031874 0.49801764 0.50734025 0.58828891 0.52845211] [-0.74551113] [ 0.51602102 0.49577301 0.60518666 0.34426745 0.48702194 0.52014496 0.4955375 0.60200271 0.55763453 0.41826717] [-0.23185557] [ 0.41084424 0.30954496 0.57865589 0.17391253 0.42128622 0.36865279 0.53257057 0.619796 0.45394433 0.20202576] [-0.45455452] [ 0.40102616 0.75312357 0.51488071 0.47354713 0.34222799 0.65959603 0.46945581 0.40332655 0.59023404 0.63295745] [-0.13945634] [ 0.73471277 0.68046112 0.5109279 0.29422153 0.2936174 0.48159027 0.56415276 0.43922244 0.58804377 0.56494043] [-0.24592778] [ 0.38955692 0.75176903 0.46301376 0.60928152 0.45254172 0.70555737 0.53279143 0.39579577 0.63729949 0.61965869] [ 0.15254297] [ 0.14784897 0.43836694 0.49465091 0.60694201 0.43289303 0.72061136 0.34390455 0.36049067 0.36341174 0.42916539] [-0.49237818] [ 0.62737439 0.36340357 0.69315042 0.35001575 0.62154117 0.45766315 0.48917851 0.44816896 0.46657269 0.37579003] [ 0.23380763] [ 0.39988129 0.77266889 0.47264123 0.64978328 0.36515174 0.72674905 0.43721586 0.47120833 0.5640486 0.66944968] [-0.03094514] [ 0.22885834 0.4524349 0.62582494 0.40948771 0.4616138 0.73268962 0.4996866 0.51815647 0.32615049 0.45037579] [ 0.09922482] [ 0.33293586 0.68673943 0.43350049 0.66183879 0.55660466 0.71908404 0.43509556 0.4701499 0.51575306 0.70657207] [ 0.08563874] [ 0.39469876 0.71566806 0.47109033 0.69070535 0.40183555 0.69070775 0.37265623 0.54101753 0.56373335 0.62414187] [-1.03392524] [ 0.38066671 0.61595882 0.53265729 0.49378293 0.27360819 0.47898633 0.41348506 0.53940869 0.44479591 0.44695304] [-0.20311891] [ 0.62075858 0.7354129 0.5076734 0.56227341 0.40415538 0.54616741 0.56120226 0.60695431 0.61597357 0.61289969] [ 0.04917266] [ 0.16613325 0.58307648 0.5004473 0.41074066 0.37087647 0.7527821 0.3908967 0.45020904 0.41066316 0.50954679] [ 1.38602736] [ 0.60808574 0.77070891 0.54482367 0.43831923 0.34502972 0.49303113 0.49700814 0.57717745 0.73662285 0.51702265] [-0.85607054] [ 0.38544729 0.45217984 0.45792708 0.54160772 0.42343422 0.40968395 0.44490165 0.34764296 0.35997243 0.41967042] [-0.23137937] [ 0.51758121 0.53310255 0.55930143 0.45336666 0.42571786 0.55993149 0.59424045 0.5570504 0.48722153 0.52494876] [ 0.21339335] [ 0.60647006 0.45223712 0.51346764 0.34297419 0.437796 0.27902112 0.570296 0.54651887 0.50328283 0.30591869] [ 0.49415545] [ 0.58053698 0.64215947 0.50781128 0.35448033 0.38385551 0.42939591 0.56090973 0.57931253 0.58052972 0.40789215] [-0.46368104] [ 0.25879608 0.65009915 0.46581819 0.58055655 0.42800305 0.57599607 0.40967154 0.59740415 0.62627991 0.43581291] [-1.15035174] [ 0.42776567 0.7890253 0.3751679 0.62705367 0.42316137 0.49056564 0.52526915 0.69865439 0.66603462 0.4133389 ] [-0.51740761] [ 0.33387465 0.36043184 0.62352355 0.37690367 0.51221804 0.67250611 0.51631056 0.42359384 0.4115843 0.46910936] [ 0.05702547] [ 0.37218475 0.71523228 0.46356021 0.65694854 0.55083096 0.587013 0.37998928 0.41677443 0.42834266 0.71692414] [-0.11531534] [ 0.25618153 0.59530168 0.43986456 0.39484255 0.52544529 0.68985871 0.36008138 0.40772509 0.46428481 0.54271107] [-0.34090447] [ 0.32569141 0.56207015 0.37114769 0.45677268 0.42117768 0.72850734 0.41643219 0.62576835 0.49453773 0.63002006] [-0.01788915] [ 0.23638818 0.53798295 0.54585756 0.63077528 0.30897885 0.7077035 0.29940226 0.56103289 0.5583371 0.39314771] [-0.43459197] [ 0.4593658 0.51687354 0.51227853 0.26694953 0.37913967 0.57299338 0.44261454 0.51707798 0.40551332 0.397902 ] [-0.18715759] [ 0.8488247 0.60344147 0.63789868 0.27641907 0.38821709 0.37243659 0.68242325 0.65327131 0.66223427 0.40406692] [-0.23651445] [ 0.23177991 0.59496364 0.4409862 0.64520002 0.43374959 0.65822828 0.45154708 0.41689793 0.50772842 0.44298246] [ 0.0736812] [ 0.35647709 0.54450982 0.34070359 0.48292432 0.40168028 0.76504523 0.36442664 0.62910887 0.50907873 0.47694576] [-0.11466036] [ 0.27690381 0.55803473 0.44972278 0.62319703 0.43941455 0.74556771 0.41021791 0.5399797 0.52438517 0.45066132] [-0.2061352] [ 0.36935542 0.18369495 0.76778236 0.22059283 0.48852029 0.49246127 0.49650871 0.42952705 0.38725272 0.23566913] [ 0.04254435] [ 0.41623049 0.63497724 0.39172853 0.65751459 0.42885732 0.79285879 0.3570882 0.58803222 0.42284278 0.68846798] [-1.25991094] [ 0.22390305 0.71436253 0.44136309 0.54118373 0.27927488 0.40401852 0.45437388 0.62088509 0.67926658 0.28154295] [-0.71841509] [ 0.43547624 0.5270735 0.48378037 0.49788837 0.40416912 0.55454207 0.5212346 0.34172204 0.56799213 0.45843616] [-0.6947851] [ 0.44583429 0.55374985 0.58114128 0.43864101 0.58790486 0.5358425 0.46287106 0.41125894 0.40460115 0.51372472] [ 0.44865973] [ 0.49925554 0.76470799 0.42255454 0.47846382 0.3512314 0.45420855 0.64723312 0.65078726 0.74064598 0.4136752 ] [-0.8296467] [ 0.84793327 0.57815356 0.67529935 0.25632173 0.36330325 0.26478814 0.69151974 0.70387216 0.62179904 0.31485172] [-0.07699096] [ 0.42218616 0.71473834 0.45182522 0.54519572 0.22561622 0.49711235 0.47755879 0.64698114 0.54807421 0.49974037] [-0.15929326] [ 0.23600994 0.62940377 0.42178627 0.45053324 0.42659382 0.57478053 0.43199088 0.42230947 0.55180876 0.47101523] [ 0.17278976] [ 0.31330291 0.40682602 0.60051391 0.30505786 0.48037805 0.56186689 0.48159959 0.36256293 0.40689319 0.40966891] [-0.25280937] [ 0.5977673 0.66824855 0.45347933 0.6290687 0.21358078 0.36436356 0.45421345 0.46615849 0.6293989 0.41820479] [-0.59992433] [ 0.46081337 0.7430808 0.41590177 0.6719574 0.44112623 0.59763576 0.34304394 0.58494265 0.5631768 0.58470122] [-0.13103878] [ 0.18645131 0.45219131 0.64518149 0.39215393 0.43931766 0.66828542 0.44124118 0.42284019 0.39995452 0.40200767] [-0.52512876] [ 0.48761251 0.64078757 0.46806885 0.55517565 0.33327935 0.46309191 0.49636735 0.66349912 0.52650794 0.36993313] [ 0.34808963] [ 0.1630444 0.36187007 0.637123 0.43080151 0.55752082 0.83435347 0.43367102 0.33664898 0.40062532 0.51241621] Progress: 72.0% ... Training loss: 0.358 ... Validation loss: 0.544[-0.06330767] [ 0.79614033 0.37465309 0.55891001 0.46821968 0.44144986 0.38610858 0.58539562 0.55752029 0.49266133 0.59596944] [ 0.38783075] [ 0.42858789 0.70833519 0.45728015 0.5453402 0.35953313 0.54942955 0.41945483 0.43825719 0.55348804 0.49397589] [-0.06437972] [ 0.2919424 0.63697106 0.48290246 0.58974191 0.45420365 0.6818448 0.47714726 0.46702801 0.51140058 0.52565288] [ 0.10809084] [ 0.33875367 0.46639001 0.50442543 0.43329422 0.49658131 0.57112941 0.4793042 0.54940907 0.5296404 0.421273 ] [ 0.23242543] [ 0.39062909 0.58590508 0.42475134 0.55597255 0.34564679 0.592766 0.38918798 0.49123584 0.49544965 0.45764777] [ 0.31066152] [ 0.20799846 0.63333134 0.46622827 0.59884685 0.48311836 0.62219153 0.38035775 0.29258251 0.4358394 0.50580163] [-0.5569314] [ 0.20665081 0.63211264 0.55370846 0.54284577 0.278334 0.59481572 0.39651702 0.558632 0.52582947 0.37035198] [ 0.56098996] [ 0.289117 0.55127506 0.50184106 0.36789834 0.38294134 0.58301336 0.39440198 0.57298448 0.39525817 0.37825767] [ 0.00846484] [ 0.30356807 0.37998535 0.43587386 0.47690693 0.42385482 0.76987127 0.34661439 0.52116377 0.38203629 0.42438275] [-0.02566313] [ 0.31321031 0.65660961 0.44333561 0.49564173 0.42857015 0.48944131 0.43236488 0.4409475 0.53620201 0.61661785] [ 0.11031827] [ 0.69281003 0.56361398 0.54670793 0.47176263 0.40125694 0.4875016 0.43446542 0.36863956 0.57079876 0.55706778] [ 0.45997522] [ 0.70921105 0.54817854 0.62899973 0.29761214 0.44587813 0.46358501 0.54485157 0.55846889 0.50923566 0.42391018] [-0.09306761] [ 0.40319318 0.55887493 0.5968254 0.34811081 0.51272038 0.56764397 0.46608508 0.38416266 0.48536666 0.54139665] [-0.02289078] [ 0.58232088 0.67903701 0.52400187 0.63635962 0.47146933 0.50718565 0.38994853 0.52920784 0.64144386 0.44211224] [ 0.82176418] [ 0.42544729 0.30456831 0.60288777 0.25278441 0.45810809 0.43187402 0.52438418 0.59060763 0.41863459 0.223581 ] [ 0.18008372] [ 0.21214069 0.22708621 0.7551475 0.28682671 0.53706216 0.69437244 0.43896066 0.44365762 0.29068586 0.43679342] [ 0.23958983] [ 0.35247567 0.48789838 0.43152204 0.49591543 0.39789996 0.64489644 0.36856885 0.52832545 0.41171279 0.47033503] [ 0.43545939] [ 0.33264828 0.62529529 0.35415099 0.56484285 0.49277517 0.61259865 0.33716268 0.39481424 0.47011639 0.64359631] [-0.34409832] [ 0.55871029 0.62668282 0.60154121 0.16163284 0.38290357 0.33763111 0.53824314 0.65345353 0.66552117 0.35450189] [ 0.754336] [ 0.50820974 0.6595601 0.4643889 0.47696631 0.28332156 0.40503929 0.45492096 0.60777915 0.56025863 0.42464305] [-0.25503372] [ 0.50709812 0.60761428 0.48415756 0.63409528 0.46837093 0.46720782 0.45422584 0.65147682 0.43393144 0.45630007] [-0.13680784] [ 0.34885448 0.44719794 0.47822982 0.33578131 0.4520488 0.43055172 0.44033748 0.44552959 0.45222623 0.58050716] [-0.07440128] [ 0.5128134 0.58337621 0.55648532 0.42192276 0.49820923 0.52465904 0.46940244 0.51993572 0.46925862 0.55655316] [ 0.22730231] [ 0.18099114 0.50073386 0.50914538 0.46583385 0.50827894 0.71886456 0.38194433 0.40706819 0.41286166 0.46047656] [ 0.90152449] [ 0.31854476 0.39578135 0.59516793 0.42827603 0.55427516 0.67303549 0.33766933 0.54207169 0.47360424 0.43810678] [ 2.09682787] [ 0.76607747 0.72955211 0.56556881 0.21224573 0.32511133 0.39279978 0.6229211 0.72443936 0.70325288 0.39640498] [ 0.56022184] [ 0.25925457 0.69318007 0.43485886 0.48168927 0.50545535 0.78809722 0.32074217 0.48737952 0.49192528 0.73258275] [ 0.06548564] [ 0.39007291 0.42582645 0.52861533 0.33784198 0.43995079 0.55265418 0.39073728 0.52606943 0.36845587 0.42209272] [-0.03886854] [ 0.53546465 0.54382112 0.57431821 0.34601622 0.44389924 0.65739873 0.4390762 0.51368906 0.5894095 0.5780455 ] [ 0.5327199] [ 0.64382238 0.59564286 0.51772023 0.53311551 0.18368516 0.28744802 0.4611311 0.6110096 0.60122782 0.284981 ] [ 0.81928051] [ 0.56460551 0.76197876 0.5065225 0.46862457 0.4098136 0.55602251 0.53353431 0.5877367 0.60919543 0.641321 ] [-1.01053048] [ 0.52879478 0.5511993 0.49444139 0.46527344 0.26577198 0.28600549 0.52111472 0.63182129 0.57742496 0.26792405] [ 0.78360582] [ 0.36946915 0.67649022 0.39417163 0.71912805 0.21779319 0.60376301 0.31232947 0.39186248 0.55938901 0.51319259] [ 1.36809106] [ 0.55246482 0.57712537 0.58703931 0.47680337 0.40115554 0.4719034 0.56632936 0.55723611 0.61245924 0.34933188] [ 0.36907806] [ 0.14198463 0.348718 0.5887935 0.42659712 0.50440305 0.74379787 0.42574702 0.37445011 0.39773269 0.47550343] [ 0.32892518] [ 0.39248061 0.71663483 0.45074152 0.50474079 0.35851742 0.65895839 0.4362822 0.30258074 0.62232632 0.68053549] [ 0.15148925] [ 0.21692375 0.31268791 0.5925112 0.52938305 0.38979679 0.72102966 0.41840473 0.39957245 0.413088 0.38001529] [-0.38673024] [ 0.57772905 0.64993787 0.5209206 0.51744014 0.33100993 0.60409396 0.47383559 0.37377445 0.51616538 0.6071245 ] [-0.24343662] [ 0.49561628 0.80042301 0.38985501 0.60840495 0.43647844 0.61100478 0.41718946 0.53384422 0.57180642 0.7220923 ] [ 0.34620968] [ 0.39256562 0.5913515 0.36281665 0.70111297 0.5110022 0.72520831 0.41263621 0.44570132 0.44232145 0.61780971] [ 0.17934476] [ 0.20228184 0.6620853 0.42865564 0.55685916 0.37480522 0.67654939 0.37577162 0.35682219 0.50452184 0.5026118 ] [-0.42664925] [ 0.80092989 0.61878841 0.62262847 0.35328892 0.47151415 0.45054368 0.51706591 0.60457616 0.65942412 0.51725546] [ 1.39010836] [ 0.62643577 0.52130541 0.58364836 0.41233597 0.46722927 0.5073498 0.48235479 0.45141191 0.47224813 0.44817214] [ 0.76074175] [ 0.61903819 0.75830197 0.39178309 0.52808999 0.27290496 0.37807523 0.49360732 0.56244261 0.66072364 0.51596364] [-0.15522258] [ 0.76961565 0.48639654 0.61588838 0.35114487 0.30243869 0.31796873 0.56601172 0.56342468 0.5368059 0.38648831] [ 0.35841807] [ 0.37504536 0.46723423 0.47098378 0.55423544 0.44974834 0.67732654 0.37115361 0.52575303 0.39166534 0.49539542] [ 0.42143244] [ 0.14403979 0.48190862 0.59892562 0.46610644 0.501895 0.69969236 0.34494201 0.40594043 0.46833076 0.48227651] [ 0.97412335] [ 0.53165036 0.73051551 0.4084789 0.53507606 0.25806652 0.43886459 0.47000316 0.60856993 0.63389375 0.40664854] [-0.52844818] [ 0.39920009 0.77768302 0.31522167 0.61273223 0.28108751 0.6052057 0.47148685 0.53883768 0.53640292 0.52398507] [ 0.13021848] [ 0.52716136 0.58256767 0.54859732 0.50713936 0.3997246 0.45185899 0.42825777 0.48454807 0.59109735 0.52943321] [-1.01659307] [ 0.59084609 0.60429386 0.49480145 0.49795181 0.27421104 0.38040269 0.48765306 0.4841058 0.61068601 0.37635391] [-0.08482852] [ 0.52543795 0.66848496 0.40574373 0.60207134 0.25599882 0.651957 0.36246535 0.45338409 0.56548652 0.57247487] [ 0.18406699] [ 0.39384052 0.77262618 0.35539825 0.6215676 0.44807645 0.57836729 0.39141596 0.32458725 0.51303218 0.67528637] [-0.00474595] [ 0.28146056 0.51409026 0.57186789 0.32638419 0.45945598 0.6186284 0.40115368 0.45006135 0.50644861 0.45033562] [-0.10303224] [ 0.41654205 0.60353842 0.58988793 0.62062819 0.46514646 0.68411394 0.41999568 0.51234798 0.45903458 0.56342398] [-0.69699337] [ 0.57479911 0.26813822 0.59789068 0.33898327 0.42683384 0.38701101 0.48123254 0.57719186 0.36484646 0.28345779] [ 0.17861006] [ 0.32854752 0.40777533 0.63326359 0.46642248 0.52438768 0.56427607 0.37599197 0.36367737 0.47649441 0.35757733] [ 0.38214958] [ 0.39384688 0.75304184 0.32135996 0.74253967 0.27156941 0.56809399 0.34741579 0.45851142 0.58589391 0.71385096] [-0.23854018] [ 0.28997489 0.69662505 0.43313681 0.49302528 0.30285219 0.61977997 0.42344442 0.43466036 0.57239233 0.56478834] [ 0.31384959] [ 0.29105483 0.59526509 0.46120434 0.54087281 0.38604192 0.69196256 0.45454237 0.65109931 0.54679881 0.52608296] [ 0.49106468] [ 0.16179816 0.4644537 0.59069328 0.44205844 0.45990671 0.77921822 0.37635887 0.40819924 0.40187823 0.55610726] [ 1.48939742] [ 0.64058692 0.63492775 0.46056301 0.37010665 0.32147109 0.29511787 0.52994233 0.61380188 0.63686707 0.33229513] [ 0.1242911] [ 0.27865403 0.24839439 0.74740858 0.25762839 0.46151896 0.71449564 0.47113726 0.4030752 0.30603747 0.39991964] [-0.08577515] [ 0.47603364 0.77503458 0.33020626 0.63198074 0.31194681 0.57114696 0.34351214 0.42512159 0.59046081 0.63352417] [ 0.81714442] [ 0.15288729 0.43091157 0.66025411 0.45052591 0.50294696 0.77682142 0.33720163 0.30361041 0.30727608 0.62568655] [-0.88844162] [ 0.60670995 0.67816232 0.50160918 0.52154833 0.2602159 0.47218917 0.44053492 0.44912153 0.54130829 0.51606365] [ 0.34570587] [ 0.72346498 0.49914511 0.66389007 0.2235307 0.52966208 0.48038035 0.63879222 0.48000344 0.56202524 0.48793429] [ 0.2271306] [ 0.62578798 0.6479868 0.57378586 0.41870558 0.46551176 0.46389691 0.57229119 0.56213486 0.56659266 0.50410621] [ 0.48186313] [ 0.1774798 0.55396589 0.49587494 0.48086015 0.39757889 0.7430549 0.35167806 0.42290989 0.40373146 0.58637159] [-0.51023838] [ 0.37049973 0.61406066 0.48960161 0.40388132 0.35607233 0.60463741 0.48744255 0.70416785 0.64783982 0.42155085] [ 0.12023283] [ 0.33668684 0.34914803 0.66961348 0.39228819 0.41810099 0.77014138 0.38232576 0.46680262 0.45454197 0.46073982] [ 0.23329911] [ 0.36142533 0.74117853 0.34728785 0.66601962 0.42081398 0.52695669 0.35250916 0.37059462 0.45209198 0.73961466] [ 0.8266137] [ 0.67633256 0.49088802 0.60029964 0.44895559 0.34592559 0.50031256 0.42167129 0.40171103 0.5770134 0.54078093] [-0.27267592] [ 0.38132845 0.38788186 0.69887729 0.33876809 0.33969109 0.61257654 0.4741554 0.65329534 0.44654982 0.33894842] [ 0.34149306] [ 0.47477616 0.64612265 0.49528048 0.47546714 0.37665719 0.68380021 0.40478379 0.49070317 0.4770286 0.62169432] [ 0.1437541] [ 0.35615416 0.52394616 0.46323885 0.55747948 0.43977339 0.61135415 0.57228149 0.51121231 0.45644417 0.5235966 ] [ 0.15254511] [ 0.3051962 0.35059891 0.6497211 0.38847629 0.4633278 0.55117614 0.51024345 0.4298616 0.38978899 0.39510727] [-0.0700107] [ 0.68398168 0.74089362 0.44563833 0.44015359 0.3371308 0.33403999 0.43476013 0.56947215 0.70581987 0.61359343] [ 0.49967398] [ 0.35855812 0.6743861 0.45294123 0.6772837 0.42154757 0.67508771 0.39539394 0.59142389 0.5578897 0.61354153] [ 1.00904723] [ 0.22930321 0.50312638 0.60798593 0.42846443 0.37999306 0.5814723 0.39905984 0.5128416 0.4664726 0.41051966] [-0.24316724] [ 0.36572063 0.49653901 0.62975864 0.27535199 0.65799278 0.46251969 0.44166264 0.47819341 0.40822723 0.594543 ] [ 0.78765366] [ 0.39415922 0.64997414 0.52270673 0.5907726 0.38533263 0.45770666 0.44484931 0.61271659 0.69131059 0.40371133] [ 0.2530848] [ 0.62526466 0.45433285 0.5918547 0.41745225 0.54504287 0.48671685 0.52105952 0.5263441 0.48258125 0.50924481] [ 0.46391533] [ 0.46239818 0.56333648 0.5825408 0.50178451 0.44338139 0.68963412 0.49952917 0.37194562 0.49949752 0.59000964] [ 0.05055877] [ 0.40193358 0.75247538 0.40659615 0.60034934 0.26811845 0.67529949 0.39061354 0.45644427 0.49778988 0.66769351] [ 1.16194204] [ 0.38703304 0.43468698 0.62394529 0.3252273 0.40095592 0.5166118 0.45361897 0.42509086 0.4207763 0.36344481] [-0.25707474] [ 0.7621941 0.51538587 0.60066787 0.42839095 0.47653913 0.47617598 0.67877838 0.65896584 0.51012986 0.37512471] [ 0.22433549] [ 0.16801554 0.26557825 0.73618583 0.37378537 0.52276263 0.68923301 0.47904564 0.3732294 0.32295214 0.43404148] [ 0.24418578] [ 0.27599115 0.64077733 0.45146541 0.70601457 0.32115353 0.6354783 0.4663631 0.54882776 0.49238163 0.53783553] [ 0.55411361] [ 0.28703262 0.65681275 0.45090821 0.61702275 0.39168466 0.45951605 0.3663183 0.62951497 0.5773773 0.42992944] [ 0.60060958] [ 0.34579531 0.70499862 0.38978797 0.64402032 0.23931172 0.56572985 0.37377934 0.51159397 0.54819428 0.52455905] [-0.03154493] [ 0.42478128 0.43278983 0.59368153 0.35342838 0.43718544 0.65018171 0.52030183 0.51726849 0.36421824 0.48222039] [ 0.49595266] [ 0.37483607 0.79690992 0.27302797 0.73173764 0.34675916 0.60525222 0.34955832 0.43501 0.565872 0.85450374] [ 1.1773944] [ 0.40805495 0.74729117 0.41342008 0.62543128 0.40520347 0.56940725 0.45062677 0.67641103 0.52349916 0.43416146] [-0.899603] [ 0.43834131 0.35214126 0.62371627 0.17324181 0.42315737 0.37903325 0.47897558 0.6125683 0.42861162 0.23582096] [ 0.50709956] [ 0.17446656 0.60634958 0.47431337 0.32009535 0.44937759 0.77768776 0.38495076 0.33156362 0.47363995 0.61196218] [-0.62935084] [ 0.26743898 0.36929464 0.6865609 0.28860115 0.44144836 0.45860148 0.44744618 0.41051459 0.44478687 0.27103422] [ 0.60056414] [ 0.27947173 0.32384822 0.71965655 0.36251248 0.44479082 0.61257211 0.3968633 0.46323329 0.4882386 0.36792454] [ 0.50230541] [ 0.21799572 0.38995344 0.47212074 0.43617562 0.45696978 0.70628247 0.36159202 0.3381841 0.36137683 0.47588261] [ 0.33948238] [ 0.42157526 0.70965848 0.35678979 0.67330288 0.37696627 0.6359963 0.31493245 0.39783185 0.4833012 0.76079258] [ 0.07453973] [ 0.28492262 0.43672246 0.6277281 0.29767165 0.48225416 0.52822582 0.50773267 0.49083958 0.46991487 0.34588064] [-0.19766577] [ 0.68393157 0.68924854 0.47878039 0.41246733 0.38618684 0.6140204 0.54197537 0.55069364 0.61288963 0.59972695] [ 0.08729559] [ 0.58717634 0.49126478 0.53696071 0.39689993 0.39396999 0.53016828 0.44910291 0.48672819 0.55737278 0.51793913] [ 0.99193292] [ 0.4014973 0.7623349 0.37318674 0.56678872 0.28762547 0.60907587 0.46077652 0.57992432 0.64800224 0.57125447] [ 0.35667188] [ 0.20877316 0.59983864 0.46139765 0.44308325 0.3343357 0.5945081 0.38670093 0.613371 0.44598 0.36916313] [-0.01068164] [ 0.24457901 0.40648892 0.64775569 0.36046621 0.46947716 0.56626175 0.4082949 0.40804573 0.44197508 0.46416531] [ 0.50734495] [ 0.29385555 0.46763296 0.64473256 0.36746826 0.49372374 0.53550857 0.35536738 0.34743882 0.47669233 0.3746414 ] [-0.2552322] [ 0.72114223 0.6041875 0.51609473 0.47819977 0.30885533 0.58402877 0.42746496 0.51862087 0.64602535 0.61680269] [ 0.48569437] [ 0.41875057 0.68768574 0.45603649 0.7216158 0.39111132 0.63768397 0.34946356 0.54189895 0.54987667 0.59527361] [-0.06566295] [ 0.3028178 0.69394891 0.39820169 0.49433527 0.28170859 0.54765466 0.44434345 0.48702916 0.58532248 0.40679093] [ 1.39702184] [ 0.69941243 0.51709495 0.54468758 0.44101267 0.36212888 0.44000085 0.46824815 0.41436175 0.49626214 0.5705094 ] [ 0.52575512] [ 0.22327333 0.35832495 0.65607906 0.45906453 0.44546926 0.81658825 0.38230117 0.37288648 0.34768842 0.54594001] [-0.14628791] [ 0.59065461 0.5150547 0.62076838 0.32181472 0.35684044 0.3910126 0.60522104 0.7116878 0.47353115 0.31311022] [-0.13021266] [ 0.59896509 0.65225602 0.52749413 0.58224883 0.43828161 0.57142666 0.36030486 0.61107297 0.60938165 0.4769839 ] [ 0.71941711] [ 0.20124628 0.54601006 0.54895291 0.48537615 0.60029973 0.69503366 0.40211069 0.23576834 0.3546182 0.58941183] [ 0.32129052] [ 0.41581564 0.70515148 0.43932684 0.55377423 0.31335398 0.54513551 0.32916791 0.38079647 0.51339731 0.54037267] [ 0.16996445] [ 0.29197797 0.62254224 0.39506962 0.66409807 0.34611043 0.76920595 0.3943555 0.52696575 0.42756476 0.53555911] [ 0.47411693] [ 0.17552078 0.47400907 0.63293486 0.41399019 0.49534273 0.62585292 0.39065495 0.36892711 0.35249767 0.49510605] [-0.24589706] [ 0.59744599 0.63174449 0.58573484 0.42017715 0.55016029 0.46568476 0.46054808 0.57012562 0.4800395 0.66018543] [ 0.56674241] [ 0.14887129 0.54769357 0.42241105 0.41895096 0.45237823 0.72453083 0.38610386 0.30346252 0.49413305 0.53686898] [ 0.45399074] [ 0.33933492 0.43906509 0.62069801 0.33387442 0.45821365 0.64673629 0.40792681 0.47789188 0.41945383 0.50373758] [ 0.48674108] [ 0.84340892 0.5154162 0.54357885 0.16495101 0.38683923 0.29740511 0.60611718 0.6133673 0.6102453 0.4042858 ] [-1.46815694] [ 0.53173305 0.68401295 0.45036889 0.52272646 0.23008692 0.35959996 0.50106116 0.60916868 0.62107526 0.37442159] [-0.15502554] [ 0.2049334 0.59954365 0.41945576 0.54166713 0.44954995 0.5466138 0.42265875 0.44696359 0.55083013 0.31379149] [ 0.66658529] [ 0.65690825 0.65146373 0.46904779 0.57106266 0.27378738 0.44908804 0.51162744 0.46829222 0.65787385 0.46607339] [ 0.17478657] [ 0.39937643 0.7372099 0.34491121 0.58870058 0.42814153 0.62177987 0.48301544 0.32426172 0.55281613 0.6951326 ] [-0.18062355] [ 0.67267156 0.60564806 0.52797713 0.31216342 0.42714711 0.47863733 0.51261511 0.56109843 0.71140728 0.51600713] [ 0.43126068] [ 0.38287852 0.65052283 0.45683769 0.53267189 0.34230496 0.49076417 0.34897456 0.51524589 0.50457906 0.55907855] Progress: 72.3% ... Training loss: 0.318 ... Validation loss: 0.489[ 0.0068051] [ 0.70858574 0.61596993 0.61706631 0.29142356 0.37956554 0.39793536 0.6679067 0.62136176 0.65953207 0.38366197] [-0.2593723] [ 0.17914834 0.40780249 0.5358583 0.50681584 0.37366853 0.67885117 0.36821178 0.48357672 0.50495298 0.35063752] [-0.68300891] [ 0.66792319 0.61571809 0.54877795 0.41860551 0.36841728 0.3963486 0.58255087 0.5266123 0.54718642 0.42716277] [-0.02397662] [ 0.53649529 0.68659173 0.50510878 0.64269324 0.44447391 0.41175543 0.47092755 0.54807356 0.70952475 0.37525044] [-0.90153826] [ 0.76352768 0.68678974 0.48014727 0.4904592 0.27945392 0.33334757 0.46247507 0.52145901 0.70376564 0.58248335] [-0.28098625] [ 0.27671375 0.64129843 0.56950931 0.49418371 0.45614763 0.61860846 0.45933044 0.57400662 0.51839499 0.56709189] [-0.12029129] [ 0.29190317 0.52179486 0.55839575 0.56542468 0.51804147 0.74397662 0.50517363 0.44317902 0.42861604 0.49036684] [-0.36941262] [ 0.39801263 0.46486517 0.47107941 0.47993399 0.46402359 0.55391605 0.49134675 0.5517517 0.32110567 0.43877068] [-0.38123763] [ 0.49604763 0.32963026 0.66398978 0.43173672 0.4421222 0.51827681 0.53540077 0.49975083 0.3398237 0.3678007 ] [ 0.18398755] [ 0.30516084 0.64509531 0.48421077 0.62222276 0.45462932 0.66861801 0.39227451 0.58163665 0.53329884 0.58616789] [ 0.15205103] [ 0.40647988 0.33712099 0.54722445 0.43813078 0.37525161 0.56638481 0.43603789 0.77798691 0.48388095 0.26540119] [-0.01212333] [ 0.55878306 0.69066205 0.44541513 0.5967968 0.26986125 0.61473003 0.39225103 0.36115427 0.5657557 0.62676493] [-0.21290415] [ 0.47787657 0.558213 0.49284328 0.49884017 0.55158921 0.65283027 0.4246764 0.5218277 0.49904258 0.57435423] [-0.72644871] [ 0.4495414 0.28112661 0.71583523 0.26915149 0.45945045 0.45626135 0.5145514 0.51866476 0.43552846 0.27721019] [ 1.18429282] [ 0.81757545 0.26657209 0.71350478 0.15600103 0.43913247 0.35949225 0.62476736 0.68601541 0.4192255 0.26268521] [-0.43401521] [ 0.26529159 0.60508283 0.47060582 0.54091715 0.33770595 0.67445766 0.45609075 0.49914411 0.49624377 0.34650019] [ 0.30682607] [ 0.5270391 0.57271538 0.42179164 0.49906476 0.32287549 0.59048293 0.40835863 0.3956905 0.47743979 0.54229273] [ 0.13499275] [ 0.30285825 0.71229411 0.3879777 0.55569977 0.47663607 0.7114941 0.48929664 0.37971336 0.58020871 0.75085721] [ 0.65927588] [ 0.62032137 0.63767104 0.56572581 0.54457661 0.46433108 0.44066028 0.41000997 0.56628761 0.62132917 0.43057286] [-0.91719573] [ 0.38089747 0.61386003 0.49368836 0.39715983 0.34877939 0.58662925 0.49397282 0.71709182 0.65500044 0.4068021 ] [ 0.36503569] [ 0.17255413 0.45115005 0.53720792 0.45269304 0.43140681 0.70874309 0.27899547 0.36029334 0.30537477 0.41771498] [ 0.22225625] [ 0.15627061 0.63271754 0.39972019 0.47240432 0.42706731 0.70056698 0.36146373 0.35982791 0.38292952 0.57601172] [-0.3192314] [ 0.35979429 0.61947682 0.54867885 0.31558161 0.32545255 0.52375939 0.49246453 0.50558516 0.54349766 0.395627 ] [-0.51150121] [ 0.47339806 0.61942426 0.61963098 0.43281339 0.43268373 0.60223462 0.44713263 0.55747461 0.49334958 0.486144 ] [ 0.59994765] [ 0.55761602 0.6562567 0.48467231 0.6080213 0.41826053 0.41972403 0.51334575 0.7540166 0.52308293 0.45797705] [ 0.40432989] [ 0.57515033 0.72720974 0.48548416 0.46528537 0.2663825 0.35005232 0.57664669 0.77520047 0.57898646 0.42747972] [-0.31337579] [ 0.53193704 0.63020179 0.51261734 0.48701695 0.4282502 0.72029336 0.48272497 0.44984806 0.42249791 0.65332491] [-0.28429132] [ 0.58075562 0.62661079 0.51635249 0.41585725 0.29884551 0.32070743 0.54331654 0.5335245 0.56492449 0.41862999] [-0.46488777] [ 0.59882613 0.45604065 0.61306479 0.38872798 0.39647611 0.58952994 0.40098462 0.64907387 0.61635152 0.48178101] [ 1.45445361] [ 0.67922986 0.42709258 0.54675532 0.21657255 0.33998015 0.21949365 0.58351886 0.6304239 0.59694247 0.24498427] [-0.36710575] [ 0.42422735 0.66498212 0.37900519 0.66605909 0.4651998 0.67131864 0.39260311 0.64902506 0.51321051 0.51079141] [-0.24240678] [ 0.33307281 0.37290936 0.6165044 0.36900835 0.56217594 0.63340599 0.4061111 0.31981884 0.29848859 0.4754325 ] [ 1.04337639] [ 0.59650219 0.61841332 0.4218297 0.53571065 0.2503692 0.43316205 0.44869105 0.5424764 0.5700871 0.3867997 ] [-0.40490621] [ 0.51445845 0.53093707 0.56577238 0.21454973 0.53987785 0.64818958 0.46728767 0.46818297 0.60279716 0.54836769] [-0.76170795] [ 0.38026751 0.60971211 0.50074208 0.62698693 0.33758442 0.62201155 0.46489524 0.56329144 0.46520078 0.45104454] [-0.30047523] [ 0.35404074 0.71156663 0.32711952 0.62309653 0.33121048 0.63471539 0.3803929 0.45242964 0.57558172 0.62084907] [-0.73840478] [ 0.39018553 0.7024068 0.53667907 0.57160202 0.49837598 0.60747815 0.45475791 0.49961464 0.59936725 0.51727783] [-0.30374509] [ 0.57409101 0.57668185 0.53680811 0.40747063 0.37850494 0.49903334 0.45085583 0.56266195 0.63222631 0.56837495] [ 0.40810037] [ 0.14391654 0.41017757 0.66618312 0.40609801 0.51828258 0.77051565 0.396603 0.30728176 0.40491788 0.6235587 ] [-0.57108526] [ 0.43578237 0.49471668 0.45161368 0.61411017 0.46288992 0.62278776 0.50623232 0.59038409 0.37614664 0.43313818] [ 0.03299162] [ 0.3234246 0.56832 0.41541045 0.65412419 0.34791015 0.62124307 0.40756437 0.4614361 0.48015173 0.43620985] [ 0.14011887] [ 0.31964376 0.38310749 0.4882118 0.54206823 0.44093051 0.67704041 0.41137505 0.63490789 0.48305429 0.40395702] [-0.17880428] [ 0.3064387 0.14472154 0.73106711 0.32073473 0.57817268 0.59653639 0.44041244 0.38113184 0.26457255 0.34185801] [ 0.42727383] [ 0.59404956 0.64120805 0.54543869 0.56525647 0.3436478 0.43956953 0.4823554 0.64851274 0.6056281 0.44908773] [-0.39324476] [ 0.52385692 0.74168547 0.47827282 0.6311991 0.39930857 0.72106232 0.49351565 0.47632688 0.60822467 0.6470991 ] [ 0.11916032] [ 0.39511665 0.38455929 0.50973882 0.49779523 0.31616342 0.50653402 0.45722638 0.57594561 0.46098304 0.35561196] [-0.21363727] [ 0.25673054 0.4698186 0.61196544 0.40225851 0.35877017 0.64324945 0.45674431 0.60308788 0.52442637 0.33125205] [-0.29572901] [ 0.42763706 0.31334203 0.67067092 0.32632904 0.45163436 0.47526504 0.47478064 0.48009705 0.39919287 0.37162806] [-0.77441994] [ 0.48110252 0.70626216 0.50155964 0.5439276 0.36569826 0.61879892 0.39564552 0.58105984 0.58411468 0.55479245] [-0.36728142] [ 0.26076427 0.55803396 0.42437498 0.60696641 0.41962213 0.58317065 0.4177872 0.60085571 0.38493592 0.40078262] [ 0.70684052] [ 0.73167556 0.63968643 0.59295189 0.32596681 0.3674909 0.41205294 0.64024584 0.61776213 0.64853396 0.40174952] [-0.20955851] [ 0.31076874 0.31236443 0.68980547 0.35126589 0.56894006 0.72203444 0.44806606 0.36914064 0.37057933 0.43737921] [-0.00670671] [ 0.38538073 0.67719669 0.43825789 0.55555861 0.37972876 0.55299147 0.43756926 0.6604918 0.60291356 0.57703176] [-0.22819419] [ 0.27071876 0.54366045 0.43365838 0.42134904 0.49812062 0.72842363 0.42385763 0.44180024 0.47553538 0.46588363] [-0.24084909] [ 0.67340571 0.44101011 0.62278176 0.31715254 0.50612221 0.40994347 0.44649251 0.47548923 0.51240539 0.62118616] [-0.42226242] [ 0.67865124 0.56345732 0.53517329 0.40895267 0.35889268 0.62723692 0.47735401 0.52207124 0.63665845 0.58274011] [-0.28693242] [ 0.36905042 0.71346963 0.34518457 0.69640916 0.29294758 0.61649221 0.42090148 0.63443159 0.56096735 0.52674235] [ 0.14237676] [ 0.28093893 0.60923474 0.49458235 0.56806919 0.403855 0.73510322 0.39064856 0.44212576 0.4294749 0.58618291] [ 0.11797725] [ 0.25790332 0.48306293 0.65791814 0.38119722 0.4921407 0.44701217 0.41543736 0.43149678 0.50414408 0.43550642] [-0.71395938] [ 0.71612575 0.61873707 0.529383 0.44702007 0.25969495 0.38494376 0.51704064 0.45721168 0.6290371 0.45237054] [-0.24840537] [ 0.1827111 0.5229327 0.5886666 0.36369424 0.45225327 0.67978147 0.45299282 0.36195152 0.5315159 0.48538468] [ 0.30653724] [ 0.20776784 0.57467749 0.42930934 0.5981353 0.39737053 0.77318921 0.382522 0.59180265 0.49932851 0.47980375] [-0.54814777] [ 0.36299061 0.55374606 0.53790985 0.44504829 0.37991112 0.69427018 0.39188357 0.46673969 0.48993361 0.50301667] [-0.14731576] [ 0.36371769 0.62188434 0.45770972 0.68227333 0.41014935 0.74875783 0.46767223 0.4401585 0.54907468 0.61253299] [ 0.12920857] [ 0.20074419 0.5349538 0.53208117 0.53776101 0.441476 0.63027227 0.4374265 0.36020248 0.47878496 0.36478423] [-0.23511322] [ 0.33221154 0.63810624 0.42406481 0.51978402 0.33679068 0.51423619 0.44997437 0.48420617 0.55018504 0.4342234 ] [-0.14692369] [ 0.30779126 0.71035881 0.45532771 0.69297076 0.40532609 0.64342466 0.33148895 0.54038603 0.55022616 0.57896801] [-1.75176425] [ 0.37824235 0.41439813 0.50212261 0.48905653 0.34244662 0.44752155 0.4896832 0.69521285 0.42496932 0.22067204] [-0.99476557] [ 0.45068106 0.76958112 0.36652502 0.62987971 0.20034681 0.48296395 0.44137155 0.65273819 0.6229776 0.58735288] [ 0.04210002] [ 0.61253441 0.70400581 0.36358718 0.47720153 0.28101064 0.60949861 0.44047742 0.4339374 0.54993127 0.60564785] [ 0.19732515] [ 0.35375901 0.30219101 0.60730765 0.25672942 0.39973917 0.6351868 0.43550454 0.45208355 0.31121357 0.38272926] [-0.77146804] [ 0.34282327 0.29375563 0.65018871 0.50890127 0.36685713 0.49633751 0.47495492 0.40622159 0.43980722 0.27136051] [ 0.40551329] [ 0.48165713 0.3815605 0.60201932 0.37223695 0.41840705 0.48157648 0.58037259 0.65312736 0.41961621 0.27714357] [-0.52785409] [ 0.40969945 0.68186139 0.48999685 0.49322932 0.35522114 0.67270822 0.38140068 0.49784795 0.55068728 0.58232007] [-0.6654405] [ 0.65640184 0.55273957 0.62220154 0.30594896 0.33376252 0.42918942 0.58111302 0.73071938 0.61561711 0.42133167] [-0.23527675] [ 0.36413141 0.66796281 0.4057288 0.61510109 0.31386691 0.66264772 0.49926584 0.57987846 0.49073578 0.48117206] [-0.05499534] [ 0.176116 0.76364062 0.45133703 0.59938224 0.31706826 0.56948649 0.37390928 0.56019007 0.53877536 0.57548871] [ 0.35020832] [ 0.17552005 0.42072696 0.55259778 0.71186419 0.33028709 0.77733315 0.31718079 0.33632155 0.38835985 0.46752836] [-0.13725417] [ 0.31952256 0.71673946 0.37931477 0.62912998 0.35653407 0.71090014 0.51028295 0.56774423 0.55987826 0.74539193] [ 0.09947495] [ 0.70333103 0.56140434 0.62527496 0.27785473 0.38839658 0.49083402 0.61749349 0.5573217 0.5337471 0.42777081] [-0.10742261] [ 0.2248315 0.46498059 0.42030021 0.41315272 0.50529055 0.76141532 0.49439652 0.54604111 0.29578196 0.42683972] [ 0.07386934] [ 0.13493862 0.61273609 0.50874133 0.61312967 0.4428175 0.6597288 0.3759308 0.40708076 0.50053939 0.54402165] [-0.81680896] [ 0.53710874 0.69863482 0.46962553 0.46655772 0.42518242 0.61143753 0.5124218 0.46629947 0.55423765 0.53401753] [ 0.1716543] [ 0.4777387 0.33732442 0.7227493 0.28742798 0.41663493 0.49194721 0.45230255 0.42119874 0.40524877 0.35638792] [-0.15819142] [ 0.30996856 0.46944999 0.47352743 0.60516498 0.49268507 0.62269244 0.4260256 0.36148315 0.47598393 0.53391787] [ 0.30672053] [ 0.32142123 0.6352267 0.47476735 0.68539779 0.46916019 0.67586707 0.3651601 0.43422658 0.4860369 0.56833174] [-0.72638861] [ 0.41994583 0.51895473 0.52733261 0.562866 0.39820368 0.54361061 0.39874972 0.39877332 0.49727028 0.45904439] [ 1.5231575] [ 0.72279149 0.560908 0.62744329 0.32130997 0.44634785 0.40991508 0.51947601 0.54910528 0.51153586 0.40156642] [-0.0084927] [ 0.28812503 0.42232078 0.53858415 0.38148403 0.61732836 0.75896641 0.32950106 0.51474802 0.36956408 0.57273214] [-0.16180554] [ 0.48620287 0.19350961 0.63148999 0.3249177 0.56520054 0.5829574 0.47397675 0.56751228 0.36343172 0.3819996 ] [-0.33722176] [ 0.34014682 0.42998659 0.58428434 0.26549649 0.45239746 0.54079678 0.47098496 0.43624447 0.45793045 0.34115128] [-0.2231658] [ 0.19299141 0.48985258 0.60913517 0.4940952 0.42136853 0.72298007 0.41647215 0.47103467 0.31780532 0.42399452] [-0.18994721] [ 0.38062834 0.60431597 0.39826774 0.62034006 0.33291069 0.67163069 0.43428049 0.31900242 0.58940202 0.61546782] [-0.45869121] [ 0.2779907 0.52252014 0.33449866 0.56589308 0.36672279 0.63350177 0.35081968 0.63402708 0.46316215 0.32022347] [-0.01974311] [ 0.68989605 0.43363734 0.58671556 0.26940512 0.50486218 0.30830581 0.48293533 0.42607583 0.47727167 0.51784561] [-1.1287222] [ 0.47622652 0.1847626 0.78624307 0.22965636 0.46447795 0.37549171 0.46033472 0.597615 0.34980773 0.20655326] [-0.18377527] [ 0.48139614 0.44974885 0.62334218 0.39530677 0.59967472 0.6182057 0.38093174 0.49785145 0.49581791 0.49310843] [-0.08681881] [ 0.53478209 0.67059522 0.45607679 0.51801878 0.25433605 0.41425857 0.55466753 0.50483323 0.63386312 0.47576539] [ 0.27225245] [ 0.49568736 0.59206113 0.42224348 0.52891444 0.37161201 0.44309463 0.49369007 0.48074351 0.55928997 0.51123214] [-1.48010268] [ 0.61930963 0.69295494 0.53591337 0.40008226 0.36047709 0.34275687 0.61936226 0.65523994 0.68977283 0.31980132] [-0.54042369] [ 0.81260665 0.46891324 0.60137792 0.21013573 0.32355211 0.19529374 0.57199157 0.64576722 0.59535074 0.28251529] [-0.51057916] [ 0.40172124 0.69251633 0.3439482 0.53757875 0.26627484 0.49223814 0.33244211 0.49548767 0.54098751 0.43476131] [-0.2742825] [ 0.75119007 0.60698603 0.6169274 0.35618553 0.4250721 0.31872146 0.57651947 0.62187667 0.64098587 0.35708135] [-0.19107195] [ 0.27709438 0.5446161 0.46946246 0.47657519 0.46624817 0.50087782 0.46753298 0.57758972 0.3978895 0.50904591] [-0.47287367] [ 0.56299734 0.72542388 0.39009182 0.4657671 0.3912116 0.52583258 0.5466086 0.56323725 0.57770022 0.59790698] [-0.24696894] [ 0.74703224 0.489002 0.55511569 0.31674249 0.37860513 0.31810025 0.51485299 0.54701383 0.52195706 0.45520432] [-0.69691948] [ 0.49049681 0.41771638 0.64214629 0.34063858 0.39411829 0.47188553 0.58707374 0.69805038 0.43386329 0.34396219] [ 1.15559019] [ 0.57057272 0.5838369 0.56806508 0.42237267 0.44429795 0.5710139 0.50668281 0.57102153 0.58338206 0.56977042] [-0.11272697] [ 0.15613926 0.2768457 0.73659623 0.3285172 0.50409949 0.70756696 0.51503748 0.4117272 0.34471538 0.43033971] [-0.55411384] [ 0.61682229 0.73106402 0.48751609 0.43650017 0.37834984 0.6005937 0.52389575 0.61948857 0.66070877 0.63249485] [-0.15685104] [ 0.60848117 0.51101021 0.52772849 0.29715416 0.44012349 0.58565886 0.44941859 0.65619241 0.59334739 0.42972197] [-0.3934631] [ 0.29476477 0.4717008 0.49319048 0.4189541 0.43482132 0.54918269 0.46095922 0.62664172 0.58227746 0.33152817] [-0.11175625] [ 0.75656743 0.73295125 0.4958654 0.42208378 0.30812098 0.44432515 0.49890849 0.48000721 0.72989408 0.62678862] [-0.02630232] [ 0.35775599 0.73259431 0.37637897 0.66048152 0.35589275 0.58082138 0.37938068 0.30935049 0.4927276 0.65587349] [-0.39424039] [ 0.51106149 0.64705986 0.43224297 0.56748236 0.26913998 0.58582702 0.39876571 0.42290386 0.55291104 0.53948147] [-0.18860063] [ 0.39316871 0.40334026 0.58541286 0.44443564 0.5447044 0.56224082 0.50280891 0.41761747 0.50219939 0.45882252] [ 0.98288308] [ 0.60721462 0.58127545 0.52600036 0.33926958 0.28821943 0.28206428 0.47226693 0.49022366 0.57579213 0.32594966] [-0.57894114] [ 0.78096002 0.45034961 0.60137034 0.34732506 0.38112707 0.48268117 0.53095917 0.34907575 0.45935874 0.4822066 ] [-0.04115648] [ 0.5680485 0.6649182 0.58208289 0.38747854 0.43003447 0.45015099 0.6362524 0.53589445 0.60065036 0.48704583] [-0.6877711] [ 0.32809049 0.60152972 0.45298353 0.63540829 0.3155903 0.63304453 0.45534863 0.51994736 0.45063 0.42229733] [-0.57024661] [ 0.31656244 0.6227955 0.42293763 0.57314517 0.35748498 0.51465257 0.52020502 0.58633177 0.58640749 0.40676622] [ 1.1155727] [ 0.28304655 0.54885616 0.49352478 0.48439491 0.28977901 0.46124305 0.51368123 0.59689247 0.6315121 0.23137601] [-0.11011517] [ 0.68459185 0.61186396 0.486114 0.49622377 0.27301145 0.40018451 0.56315919 0.48135699 0.58861615 0.48440552] [-0.14166957] [ 0.21826169 0.30763856 0.71201081 0.38282436 0.5269365 0.68540071 0.40953082 0.41639887 0.34052299 0.42647316] [ 0.38470978] [ 0.35438582 0.58675492 0.47293576 0.33321995 0.34829159 0.54406115 0.40934122 0.52917749 0.45351085 0.37930046] [-0.09859547] [ 0.34361372 0.4490057 0.70024179 0.25877214 0.63965554 0.76138862 0.41688227 0.40176824 0.43479295 0.62442727] [ 0.37481226] [ 0.58105869 0.69577326 0.45481949 0.48168363 0.29976221 0.52063359 0.42174598 0.62859159 0.54723114 0.54513832] [ 0.69343553] [ 0.32312842 0.75978739 0.34630669 0.54480677 0.30764415 0.46766941 0.53549733 0.65830807 0.66724037 0.31267652] Progress: 72.6% ... Training loss: 0.308 ... Validation loss: 0.492[ 0.41250649] [ 0.64099011 0.50054576 0.59044787 0.29439409 0.41511644 0.43536605 0.60546222 0.58194126 0.51291826 0.3687248 ] [ 0.46276088] [ 0.23492068 0.67889117 0.4465015 0.54186405 0.48551224 0.72798242 0.36429388 0.39946531 0.45060061 0.68930602] [ 0.20014158] [ 0.36746207 0.61776151 0.41522453 0.49178131 0.48032672 0.7204301 0.2960038 0.47367974 0.42271674 0.68998327] [ 0.42575222] [ 0.16130248 0.64602621 0.47928037 0.58305486 0.37089003 0.75205514 0.39770947 0.44096664 0.49003099 0.53636809] [ 0.08936752] [ 0.14995075 0.50199993 0.59445776 0.59769686 0.40007299 0.74811096 0.39945479 0.40787122 0.4943771 0.43786871] [-0.56599221] [ 0.70053437 0.5616467 0.49376234 0.37139482 0.31969482 0.37878256 0.61136257 0.45645711 0.64702558 0.44022501] [-0.08618326] [ 0.43161167 0.47533035 0.44904946 0.31368235 0.37861998 0.59190653 0.42269097 0.53142456 0.42182529 0.35517325] [ 0.12737306] [ 0.59022509 0.64716604 0.46457612 0.61095772 0.2300561 0.37583747 0.45083813 0.43958527 0.60809821 0.42834751] [-0.12080965] [ 0.41898946 0.48644596 0.5793092 0.34584858 0.43985548 0.36359006 0.44956035 0.43990959 0.52071776 0.39840236] [ 0.11660372] [ 0.42576971 0.68125588 0.38762814 0.68465122 0.38138048 0.54477692 0.37364008 0.30344249 0.4331361 0.72259883] [-0.1249724] [ 0.65481219 0.75048933 0.43273007 0.47714553 0.41767725 0.66446159 0.54415769 0.48246016 0.59676803 0.60983279] [ 0.37804108] [ 0.29977785 0.6691927 0.45188668 0.74481112 0.40602603 0.6908729 0.32270441 0.42079563 0.49438293 0.55894344] [-0.02607165] [ 0.29478344 0.26234001 0.68228617 0.28191921 0.47147486 0.60275948 0.47812079 0.39448509 0.47129998 0.28693927] [ 0.50323724] [ 0.31944414 0.6351687 0.47389279 0.68641405 0.47024135 0.67852852 0.36411709 0.4316192 0.4845443 0.57077398] [-0.22688272] [ 0.3967432 0.63700418 0.43808613 0.60450047 0.23331003 0.52147599 0.52292544 0.72785651 0.5987606 0.37354026] [ 0.12671828] [ 0.24895181 0.63096576 0.39352616 0.7235269 0.38022208 0.67354298 0.44007927 0.3905198 0.54216697 0.5379699 ] [ 0.25192245] [ 0.52271262 0.57067646 0.47126695 0.49168195 0.36682767 0.32604488 0.46977532 0.59039638 0.55675702 0.4532904 ] [-0.23356487] [ 0.58422639 0.67746799 0.52306499 0.57652309 0.2830511 0.46837635 0.42276832 0.41170244 0.65231141 0.5357311 ] [-0.25918561] [ 0.69252342 0.61430901 0.41307425 0.43971259 0.37841154 0.25026651 0.4723222 0.50637757 0.56835371 0.53290025] [ 0.73252169] [ 0.51260438 0.56653597 0.48430217 0.56255717 0.36277457 0.38593069 0.45649688 0.48020938 0.55830601 0.40252766] [ 0.82506233] [ 0.64534358 0.58565719 0.44266167 0.51401827 0.29236131 0.32090715 0.54093069 0.43820517 0.67119207 0.31482915] [ 0.21955261] [ 0.44284335 0.66649049 0.44864828 0.66534553 0.26425551 0.51856876 0.39064141 0.44007206 0.51314894 0.56218715] [ 0.78121411] [ 0.37924735 0.51582116 0.4118712 0.45645129 0.48356006 0.38076141 0.56322346 0.59970818 0.44824607 0.45539603] [ 0.22343396] [ 0.50370704 0.5624009 0.55517285 0.43015492 0.45534408 0.58679722 0.53371248 0.52838834 0.53004144 0.51582557] [ 0.28546351] [ 0.32271351 0.53036092 0.39596502 0.55112162 0.30994736 0.5912164 0.36965066 0.64097341 0.4472631 0.33349873] [ 0.45827166] [ 0.14777127 0.52376731 0.55751798 0.55272605 0.4997436 0.81290584 0.3942033 0.45963452 0.49853281 0.61142158] [-0.2323075] [ 0.6223142 0.72553411 0.47428814 0.50702121 0.27617323 0.41822064 0.53310988 0.67604972 0.6675306 0.40217889] [ 0.72869197] [ 0.71840635 0.52518712 0.5818409 0.40439625 0.3339672 0.44498219 0.60862193 0.71687845 0.49572576 0.40760259] [-0.28737612] [ 0.43868112 0.60578349 0.41985 0.45269335 0.36953715 0.48515241 0.53171626 0.57177206 0.56405839 0.37364736] [ 1.3940203] [ 0.34233137 0.6138709 0.44175879 0.49638415 0.42717925 0.45552713 0.54865568 0.55275503 0.59271665 0.25820976] [ 0.92318148] [ 0.69811759 0.54901671 0.56758467 0.31004944 0.32917427 0.38485923 0.50518081 0.68745344 0.53762976 0.41523084] [-0.15786779] [ 0.39184198 0.31256505 0.66253877 0.2995645 0.42129491 0.61549995 0.41626272 0.46150335 0.34325944 0.34630136] [-0.32417341] [ 0.75473569 0.78716297 0.55020841 0.29328685 0.28988431 0.37745346 0.62278513 0.66907034 0.72786913 0.46358035] [ 0.4752334] [ 0.54130753 0.69229029 0.44729947 0.5924282 0.41176404 0.57946678 0.45407671 0.71048509 0.51028224 0.42390359] [-0.40975175] [ 0.45313178 0.39217468 0.60238461 0.42794607 0.58195857 0.6583384 0.44464555 0.41740181 0.47479989 0.46622338] [ 0.50895937] [ 0.10383574 0.48785022 0.57814707 0.49284133 0.45076613 0.7598975 0.34389448 0.40711951 0.42103737 0.52070158] [-1.20518088] [ 0.45136136 0.34874564 0.6628697 0.30166179 0.51260943 0.48185193 0.50930672 0.55668456 0.4899715 0.3563662 ] [ 0.5688664] [ 0.56060063 0.73441531 0.45702527 0.54264021 0.34025709 0.44992146 0.53827217 0.50254785 0.65048259 0.68584702] [ 0.44421364] [ 0.3202693 0.40044583 0.56708196 0.30796541 0.39054298 0.57456529 0.36522361 0.44712186 0.33234767 0.32267548] [-0.03960831] [ 0.32587856 0.30317451 0.70262221 0.39093899 0.44091642 0.77109955 0.36810858 0.3770719 0.31378026 0.43938044] [ 1.51726093] [ 0.43702467 0.71587257 0.44197776 0.4575524 0.29265667 0.43446912 0.48753575 0.69901938 0.71040172 0.35977907] [-0.2604564] [ 0.25360352 0.46899427 0.5103893 0.62779735 0.32918112 0.62738113 0.38994033 0.44540721 0.60524895 0.29983702] [-0.42303683] [ 0.31960174 0.58484496 0.44074025 0.63805858 0.40174512 0.55857958 0.43522663 0.47206048 0.37313063 0.44129362] [-0.16423259] [ 0.53655417 0.55292902 0.46988043 0.32245494 0.41829253 0.33715043 0.50260593 0.52497849 0.54384954 0.43403008] [-0.02342927] [ 0.67065204 0.65462076 0.50726088 0.33979909 0.38682514 0.43563888 0.58284267 0.59980419 0.5602901 0.51283885] [ 0.18677679] [ 0.15660457 0.38884835 0.55635233 0.59058949 0.39369111 0.70360355 0.2988611 0.47695429 0.48546891 0.31950494] [-0.40133694] [ 0.52135426 0.6340382 0.43612496 0.63385247 0.25526563 0.64913209 0.33939543 0.42219087 0.50479749 0.55342973] [ 0.23192012] [ 0.59360549 0.59035285 0.54518951 0.56293837 0.44078777 0.47404248 0.44928601 0.60932529 0.64513021 0.39999061] [-0.83561834] [ 0.35194412 0.26894707 0.71729747 0.35098363 0.47216406 0.46867588 0.50088718 0.48058053 0.32394774 0.4799723 ] [-0.21092628] [ 0.35323131 0.66931009 0.37621901 0.70278573 0.39539378 0.63152473 0.55058475 0.60034129 0.49491255 0.44257729] [ 0.07639228] [ 0.34671435 0.38748813 0.56143093 0.30894807 0.46082223 0.63748226 0.42146952 0.39818333 0.3580497 0.39906156] [ 0.32004189] [ 0.18608046 0.63416759 0.38454707 0.4946193 0.38144658 0.70254688 0.34173835 0.34516123 0.44740629 0.53209766] [-0.03784977] [ 0.28783472 0.49753985 0.39445951 0.66516986 0.41003898 0.570097 0.42459961 0.51685019 0.46185125 0.42404547] [-1.07106477] [ 0.30261174 0.60018387 0.60188292 0.32754742 0.28154428 0.51373309 0.48521991 0.63237981 0.6144956 0.35375091] [-0.77506955] [ 0.71710712 0.746648 0.48874338 0.31444358 0.38132363 0.46485799 0.49144418 0.54125411 0.70406276 0.65481348] [ 0.12018229] [ 0.42596518 0.44836672 0.58725405 0.47974545 0.42496488 0.49087112 0.4303054 0.4456815 0.46975461 0.39317805] [-0.27360978] [ 0.24146165 0.32987523 0.65322689 0.25840789 0.50245291 0.58046851 0.50175603 0.37916438 0.47596997 0.33804622] [ 0.79561896] [ 0.44347013 0.6515202 0.35977387 0.5211675 0.40748656 0.45449332 0.44184369 0.51467182 0.5705616 0.46597675] [ 0.26350696] [ 0.40162585 0.61604102 0.43474731 0.55933862 0.38092485 0.72515881 0.50775621 0.63989125 0.39749187 0.41640216] [-0.24103287] [ 0.36804637 0.33010504 0.69020476 0.30684789 0.40984866 0.41090413 0.5459159 0.53257862 0.48306819 0.18634447] [ 0.04043602] [ 0.40285021 0.41996984 0.55269721 0.32316126 0.53582879 0.60981355 0.47377085 0.64328058 0.44070008 0.61966064] [ 0.15370793] [ 0.39981653 0.49185043 0.41924379 0.49121375 0.35750251 0.51256742 0.35068444 0.47333862 0.42992374 0.41108036] [ 0.00997232] [ 0.61340385 0.68702838 0.50092462 0.61309961 0.32199575 0.48968499 0.45919116 0.41668385 0.67938156 0.54097259] [ 0.47514839] [ 0.20614683 0.41387298 0.64301131 0.45962717 0.46795688 0.79917989 0.37647798 0.41810054 0.33545348 0.51984379] [-0.0502335] [ 0.31933908 0.43523126 0.60490815 0.5718049 0.34259031 0.64130135 0.39447978 0.50842765 0.44908541 0.48593735] [-0.2548933] [ 0.3667078 0.42520813 0.47531334 0.60895136 0.3720078 0.6336036 0.43293508 0.46359536 0.44635972 0.4316398 ] [ 0.20730504] [ 0.28324321 0.77754078 0.34972705 0.74971323 0.32892146 0.7179875 0.41904658 0.51322059 0.60128977 0.74037011] [ 0.07523438] [ 0.57409367 0.65908724 0.35477991 0.44138996 0.30432813 0.55415139 0.37797713 0.55606808 0.53284147 0.4965673 ] [ 0.15250536] [ 0.18398372 0.45382019 0.53132396 0.60496327 0.38569715 0.76399481 0.32550538 0.48776889 0.41047689 0.48868421] [ 0.18020545] [ 0.23240753 0.49516976 0.53223936 0.47700973 0.53332994 0.79545798 0.38829563 0.44511086 0.52899098 0.54189374] [-0.17890088] [ 0.38364097 0.62687238 0.58294428 0.20738127 0.46480414 0.65431921 0.46198737 0.48078947 0.50041946 0.5804639 ] [ 0.23580733] [ 0.44069678 0.53035929 0.55256371 0.57608069 0.50170547 0.47506052 0.43767428 0.56067328 0.43457214 0.50491862] [ 0.16144442] [ 0.38363399 0.65770677 0.46278539 0.53688521 0.31877168 0.57175841 0.39626472 0.50182543 0.50110009 0.4956924 ] [ 0.18254371] [ 0.52218871 0.32790821 0.65741158 0.35227518 0.54841837 0.54401395 0.48848953 0.48085676 0.40333951 0.38531599] [ 0.18127596] [ 0.70808873 0.72911269 0.52706928 0.56042674 0.40323524 0.5332498 0.62161272 0.52107386 0.65663834 0.58392233] [-0.19868032] [ 0.42188938 0.53565707 0.6003189 0.43547127 0.36091612 0.60561874 0.44551929 0.44537967 0.61677258 0.3679806 ] [ 0.27630521] [ 0.1229266 0.56466929 0.42920519 0.6422534 0.43880807 0.58948526 0.33131791 0.27407507 0.40120896 0.42623512] [-0.47278199] [ 0.34625422 0.41950283 0.55349831 0.54973079 0.42875894 0.61276133 0.46202721 0.42111486 0.36338068 0.36997734] [ 0.26379388] [ 0.36240717 0.37469018 0.66466182 0.41670718 0.29923372 0.59487655 0.4071989 0.44138477 0.40402033 0.3109827 ] [ 0.83791919] [ 0.69637465 0.73047119 0.44468455 0.48222803 0.22374913 0.44205274 0.46049417 0.58209351 0.61386287 0.46995823] [ 0.23272124] [ 0.29289442 0.72838432 0.4569561 0.66190859 0.52537708 0.63998746 0.3703937 0.41455975 0.45914095 0.64423332] [ 0.28644133] [ 0.37436764 0.25604795 0.71827853 0.24510743 0.49352497 0.51941722 0.45704125 0.37371971 0.31239471 0.31125021] [ 0.68286114] [ 0.16025969 0.21401628 0.76941279 0.39583054 0.53249352 0.80755581 0.32240047 0.24292338 0.21751179 0.45654607] [-1.24903606] [ 0.53357276 0.75530276 0.52211089 0.53248855 0.29244275 0.47731907 0.49611094 0.60289115 0.60364484 0.43147944] [ 0.21545873] [ 0.22919079 0.38664742 0.68417962 0.46158439 0.52989732 0.72231276 0.36455635 0.35204601 0.44514325 0.4297799 ] [ 0.47460892] [ 0.21771448 0.67074969 0.42463319 0.61229318 0.50192951 0.6885385 0.41088228 0.38107869 0.37769397 0.63973796] [ 0.02812836] [ 0.26855111 0.42265909 0.39974507 0.61953533 0.4388774 0.76483757 0.32855044 0.6333013 0.47506829 0.48497944] [ 0.07204007] [ 0.57015146 0.37794347 0.68088559 0.34230025 0.56941035 0.47831633 0.453396 0.56151866 0.37638196 0.42231841] [-0.35578426] [ 0.64135659 0.49709242 0.51012683 0.5285985 0.46156053 0.50135958 0.51818909 0.54830967 0.55078738 0.60533739] [-0.0498823] [ 0.47374679 0.41855391 0.45427728 0.59377364 0.2836857 0.47897104 0.41660523 0.43956844 0.58436464 0.34215921] [-0.49369967] [ 0.67485367 0.54802296 0.55458506 0.40362473 0.43864096 0.41794673 0.43449938 0.51067214 0.57647503 0.65097959] [ 0.36830237] [ 0.21196995 0.64366408 0.54945447 0.49788908 0.39556838 0.75288849 0.41961972 0.42628187 0.45887822 0.57504803] [ 0.20944368] [ 0.48957181 0.3200156 0.69923715 0.30061373 0.37527676 0.3899537 0.52197476 0.61158535 0.42155175 0.24101231] [-0.12838794] [ 0.32107481 0.55053646 0.47790531 0.64699681 0.38857539 0.72234249 0.45007355 0.46795889 0.49939334 0.51633012] [-0.06903904] [ 0.3063506 0.55982224 0.39732868 0.68751512 0.27606699 0.42650008 0.4556705 0.43585288 0.56590126 0.38989957] [-0.18205591] [ 0.46771274 0.70957971 0.37246408 0.5856137 0.37678387 0.49312683 0.38169278 0.49843614 0.54939583 0.70578136] [ 0.29486941] [ 0.17762955 0.30734878 0.69962737 0.48070177 0.49680407 0.71532571 0.47402523 0.3731416 0.36437728 0.4220953 ] [ 0.78861529] [ 0.81105437 0.58758376 0.62958024 0.33222126 0.4307339 0.35810036 0.58818007 0.6636785 0.63398012 0.38600679] [-0.29108769] [ 0.51836359 0.62603116 0.47366961 0.53963883 0.27992868 0.43703708 0.42608265 0.56738691 0.60040517 0.43018572] [ 0.14745195] [ 0.50515344 0.72061074 0.51453429 0.62674864 0.33263733 0.56465988 0.51878843 0.53218868 0.61270539 0.55849657] [ 1.25589131] [ 0.42098054 0.66410589 0.48039236 0.56796364 0.30603284 0.48923439 0.49533767 0.65035681 0.50860444 0.31755938] [-0.32721632] [ 0.39563314 0.35926632 0.52237408 0.54826896 0.44764138 0.60301903 0.47193258 0.7494814 0.43580616 0.26295339] [ 0.52102022] [ 0.48391112 0.49623916 0.60793459 0.3233465 0.43876682 0.58456752 0.4823772 0.48034223 0.46739641 0.41717664] [-0.13732388] [ 0.76723388 0.480984 0.57219269 0.35995005 0.47828036 0.40648724 0.49789559 0.43297129 0.48039431 0.55233138] [-0.29903021] [ 0.42435115 0.71447733 0.34937258 0.694361 0.3248435 0.54264039 0.51745748 0.53741844 0.54827731 0.51814024] [ 0.42575222] [ 0.16130248 0.64602621 0.47928037 0.58305486 0.37089003 0.75205514 0.39770947 0.44096664 0.49003099 0.53636809] [ 0.01162289] [ 0.45436004 0.40855892 0.61975847 0.30037313 0.41366317 0.61139542 0.55063817 0.55502346 0.34972737 0.40173994] [-0.37738384] [ 0.62031879 0.78832587 0.46790995 0.39133733 0.52247029 0.71165601 0.51074508 0.48135642 0.55952873 0.75986832] [ 0.21996055] [ 0.46834149 0.70421747 0.46577676 0.5748176 0.39286174 0.67696637 0.51535973 0.56471922 0.59704008 0.64849266] [ 0.21743548] [ 0.19736949 0.70517973 0.34940888 0.59293142 0.4515513 0.6496417 0.34062571 0.37052177 0.42979052 0.50988327] [ 0.36849329] [ 0.34517516 0.72729414 0.45708184 0.55907782 0.38830372 0.63923502 0.40643355 0.42318942 0.53530302 0.58680004] [-1.07335401] [ 0.33369775 0.68720807 0.37324836 0.6241395 0.31244044 0.46480372 0.50909378 0.60997642 0.62438707 0.34476701] [-0.01666143] [ 0.28937757 0.70000043 0.38714493 0.63503799 0.36953116 0.61371662 0.4200625 0.59548282 0.48022044 0.62267814] [-0.15211618] [ 0.3584811 0.49282152 0.54000328 0.32678347 0.43323368 0.60265025 0.38128879 0.55338435 0.50859189 0.4343724 ] [ 0.30117634] [ 0.56614682 0.66433699 0.38529578 0.44088747 0.34985937 0.60944962 0.49513935 0.56032955 0.49252771 0.49976472] [-0.14798594] [ 0.30525647 0.52331252 0.55402763 0.6035424 0.52430346 0.5638964 0.34764178 0.41963843 0.37773615 0.50017358] [ 0.22033468] [ 0.63122892 0.61718517 0.47579509 0.54106241 0.25223175 0.38893431 0.53002565 0.4946617 0.62150928 0.44952761] [-0.21076525] [ 0.76908762 0.49130937 0.53601571 0.40051003 0.30778759 0.4924838 0.44283624 0.46825187 0.58953201 0.44335437] [ 0.18491133] [ 0.19909303 0.55641647 0.38149474 0.58685171 0.49961525 0.71349465 0.39161332 0.47737817 0.45427797 0.53410292] [-0.09062127] [ 0.39926164 0.5956566 0.48858262 0.67586431 0.46450599 0.5470656 0.44149997 0.50172262 0.5669165 0.70659661] [-0.22006896] [ 0.75293126 0.57854338 0.49430574 0.36254552 0.35070513 0.38706507 0.44593415 0.5783379 0.54172143 0.50753392] [ 0.44163147] [ 0.36821433 0.69690874 0.34955843 0.70553538 0.24600889 0.51261084 0.34968479 0.47411208 0.60305414 0.51209917] [-0.48168665] [ 0.7284992 0.74299679 0.51033712 0.33658887 0.31017976 0.41558195 0.64113149 0.72775383 0.61965905 0.4755314 ] [ 0.16292765] [ 0.17310522 0.76353248 0.44953098 0.6012737 0.31962383 0.5762525 0.37139749 0.5537772 0.53526324 0.58138241] [ 0.08882284] [ 0.20355634 0.30695164 0.65759843 0.44797402 0.50360779 0.6874652 0.38502152 0.36556789 0.37042201 0.36979368] [ 0.04221469] [ 0.47304984 0.76054035 0.41942168 0.66258364 0.47695155 0.74564839 0.42610125 0.48220342 0.56055067 0.7047985 ] [ 1.46086674] [ 0.30828579 0.63418576 0.47045356 0.5177369 0.28509773 0.43956558 0.47523228 0.6233121 0.63007857 0.28619696] [-0.17776386] [ 0.44214981 0.61292828 0.39808045 0.5346898 0.47328815 0.59710205 0.41741154 0.43696081 0.4532147 0.53022866] Progress: 72.9% ... Training loss: 0.304 ... Validation loss: 0.489[ 0.02384643] [ 0.78198568 0.46626264 0.5688495 0.42889896 0.29886933 0.4014665 0.44790283 0.37851431 0.57778629 0.40212629] [ 0.18509172] [ 0.47271572 0.64931108 0.53015407 0.45728694 0.41309592 0.66264269 0.45444887 0.35247608 0.52452411 0.67253905] [-0.04103906] [ 0.62481496 0.67883102 0.43161453 0.54805275 0.2739729 0.3276312 0.50828036 0.55355619 0.64415187 0.48680503] [-0.16961625] [ 0.40331031 0.4201025 0.64016936 0.44922912 0.44714517 0.53905426 0.42096079 0.46105162 0.56212685 0.37784676] [ 0.02055811] [ 0.44598808 0.71001215 0.31956225 0.54041129 0.55343385 0.62149328 0.37826907 0.44960921 0.42337148 0.75997226] [ 0.19511286] [ 0.25451708 0.55257467 0.59526883 0.46959007 0.37845584 0.57941685 0.38016149 0.540019 0.57746216 0.3835424 ] [ 0.2055568] [ 0.34496435 0.46680351 0.55526344 0.46199383 0.29380804 0.50175365 0.51263129 0.55029125 0.5890642 0.27353629] [ 0.10351836] [ 0.30454938 0.43041151 0.63645176 0.34913905 0.56490105 0.72808852 0.3246886 0.4898931 0.46565075 0.53979668] [-0.01950026] [ 0.5255658 0.67326564 0.40383635 0.4592808 0.3555092 0.46454216 0.41873516 0.51555044 0.56960943 0.54198282] [-0.40755866] [ 0.24513888 0.5381043 0.35731167 0.55099028 0.40099301 0.68598467 0.34503302 0.67524762 0.37829584 0.4157565 ] [ 0.02636648] [ 0.18449763 0.36051844 0.55478292 0.645708 0.33733414 0.7751775 0.3158765 0.42982941 0.37940348 0.38193853] [ 0.27716887] [ 0.15103675 0.50278261 0.44321701 0.60693556 0.48643872 0.78642947 0.41506987 0.51335162 0.31659654 0.47678444] [-0.68824491] [ 0.42262791 0.60348979 0.55431512 0.31261166 0.3998896 0.42396028 0.49095553 0.6825998 0.61252827 0.36556113] [-1.49000552] [ 0.4115022 0.57494601 0.42078318 0.55590541 0.37630308 0.44477989 0.54370048 0.6473477 0.51231783 0.25518477] [-0.04283145] [ 0.34670389 0.50420104 0.43405158 0.67530422 0.31077671 0.55677075 0.34765063 0.32422781 0.45912684 0.43831982] [ 1.44648054] [ 0.55939494 0.72678921 0.383549 0.52753753 0.26843749 0.23109509 0.47731275 0.66573732 0.68225243 0.38338121] [-0.13435519] [ 0.22526016 0.59084859 0.58599268 0.44023407 0.37782502 0.63835407 0.36491138 0.48138029 0.56862381 0.39686185] [ 0.1760168] [ 0.21034343 0.42452354 0.59014606 0.44243021 0.49327162 0.59003521 0.45286459 0.44700761 0.53979018 0.64861256] [ 0.06806028] [ 0.22679927 0.66853285 0.4488922 0.54289298 0.41919678 0.68564545 0.35487776 0.53175248 0.57010106 0.62751952] [-0.20822649] [ 0.34302008 0.42788583 0.66730234 0.4984116 0.41845102 0.69808113 0.41415092 0.46782062 0.55741092 0.46992819] [ 0.33426396] [ 0.51453254 0.57940668 0.43869515 0.3985368 0.32481141 0.38020617 0.53304039 0.5026013 0.60148515 0.41934889] [ 0.32847948] [ 0.32166386 0.400457 0.56818435 0.30621362 0.38834285 0.57105114 0.36684152 0.45106065 0.33416543 0.31895196] [-0.39986435] [ 0.24445568 0.33834137 0.67821121 0.34259196 0.50579241 0.50583752 0.50547973 0.39745365 0.38760048 0.36017879] [-0.58996121] [ 0.335761 0.628272 0.67115866 0.41313846 0.50190474 0.54741226 0.38442432 0.49287074 0.5772475 0.50335756] [-0.3032529] [ 0.27620218 0.68559702 0.35785583 0.52083736 0.32836071 0.72583364 0.32442891 0.61074596 0.55175454 0.48581894] [-0.04507463] [ 0.43755849 0.64542715 0.41546013 0.59902809 0.30608096 0.52180492 0.36404606 0.48988328 0.55413231 0.51487062] [-0.00642306] [ 0.28991956 0.37961921 0.55481009 0.43092037 0.58071285 0.7252671 0.37697427 0.50909779 0.42072831 0.47361024] [ 0.28048665] [ 0.30531235 0.40636316 0.59895684 0.30581512 0.48266326 0.57227172 0.47817943 0.35582206 0.40329105 0.41139935] [-0.80408152] [ 0.46136459 0.47141818 0.48089312 0.41990615 0.36369423 0.47176348 0.48576692 0.72369993 0.63088878 0.26325913] [-0.23406669] [ 0.31190574 0.55984287 0.39956564 0.68429426 0.27290713 0.41661868 0.45927206 0.44443804 0.57024216 0.38262568] [ 0.19020058] [ 0.48567337 0.56622175 0.47662782 0.63728964 0.34731997 0.66828362 0.52575515 0.63229672 0.48067107 0.57022945] [-0.08360017] [ 0.24812385 0.7059137 0.44746342 0.58639513 0.32827704 0.57782008 0.53141098 0.62295409 0.53441959 0.48359552] [-0.36957552] [ 0.3391931 0.71672578 0.32569591 0.593099 0.39413815 0.70117759 0.32009592 0.58800114 0.60219705 0.60498918] [ 0.37846332] [ 0.22274302 0.42783405 0.59709653 0.48876773 0.48100846 0.82649294 0.29364346 0.44787356 0.35690363 0.60741236] [-0.79942083] [ 0.53842154 0.43200244 0.61259617 0.32179919 0.3885216 0.4139072 0.58062508 0.57908302 0.50449287 0.33034102] [ 0.24524659] [ 0.20889315 0.47694731 0.65276232 0.42902004 0.5250218 0.73508029 0.43315916 0.33203308 0.38383693 0.48919609] [-0.30856693] [ 0.5803352 0.42207269 0.57538704 0.50986819 0.49113177 0.49131333 0.52928697 0.5707649 0.48610497 0.39417995] [ 0.17824193] [ 0.23747758 0.53057605 0.59136201 0.43561422 0.43356576 0.6794777 0.31334752 0.38361886 0.43059834 0.49500093] [-0.34032846] [ 0.53522445 0.50190861 0.55546145 0.34093208 0.44949624 0.641474 0.46416678 0.56626425 0.50002178 0.43484711] [ 0.37077139] [ 0.81318429 0.53358097 0.5446952 0.42718404 0.29166149 0.32446899 0.47403376 0.41642887 0.53759945 0.46563717] [ 0.28238755] [ 0.43819781 0.28492924 0.66289935 0.39544455 0.56562384 0.68247088 0.39219212 0.56720671 0.48904615 0.42104647] [ 0.01342814] [ 0.85502953 0.58814528 0.61502863 0.30672063 0.37227346 0.40596764 0.56937018 0.74732797 0.62841857 0.43175799] [-0.34416644] [ 0.50967924 0.48611377 0.66552114 0.36934019 0.45530023 0.51812054 0.51673412 0.49905259 0.47324211 0.41278539] [ 0.39048486] [ 0.23324022 0.52637799 0.60225225 0.55539946 0.31072125 0.59336607 0.40925248 0.54156196 0.49199158 0.30100196] [-0.094826] [ 0.26930767 0.19043824 0.76991895 0.33013778 0.52929222 0.64077931 0.39921288 0.39776971 0.35256473 0.29601491] [ 0.16784853] [ 0.71395361 0.5476732 0.63076997 0.29475029 0.44076085 0.45107354 0.54836769 0.56662433 0.51393356 0.41521069] [-0.72792721] [ 0.23897429 0.30756865 0.63438943 0.44621757 0.40535623 0.43631581 0.52189316 0.5880375 0.42071438 0.42976705] [-0.44232974] [ 0.40732231 0.67624662 0.50019103 0.64440993 0.40006239 0.60232345 0.41466451 0.51415959 0.63084755 0.52508671] [-0.07593786] [ 0.62517558 0.70289087 0.44443962 0.34500785 0.34819021 0.37749646 0.50637356 0.52535713 0.67320673 0.51436421] [-1.38950708] [ 0.39813688 0.72856363 0.44775788 0.45201042 0.31658171 0.42572408 0.57252496 0.70094949 0.62971551 0.33224825] [ 0.00106501] [ 0.51612617 0.5751487 0.56178822 0.52224513 0.36628577 0.44869572 0.39566484 0.46327587 0.5783981 0.4968925 ] [-0.59543264] [ 0.44723033 0.66989018 0.37648504 0.59577966 0.36750163 0.53311556 0.35361801 0.45268726 0.46878079 0.56219671] [ 0.07653489] [ 0.20728012 0.63708799 0.52029063 0.58649193 0.45121578 0.71789776 0.38476556 0.51561629 0.48117664 0.53504696] [-0.74232385] [ 0.47162056 0.57956165 0.59932382 0.38683843 0.46517884 0.65966047 0.56905313 0.43622711 0.58554797 0.55526112] [ 0.62784793] [ 0.69032804 0.62459499 0.55108724 0.27217222 0.52637465 0.41379555 0.63079202 0.43081004 0.64126656 0.48344706] [-0.45965462] [ 0.4368596 0.67938286 0.40402745 0.69219684 0.34905596 0.55640499 0.49331997 0.37647218 0.64219494 0.62874442] [ 0.43437567] [ 0.15146518 0.5435639 0.5853243 0.61555387 0.39462093 0.8118397 0.33677864 0.34895026 0.42488583 0.52678172] [-0.2672247] [ 0.55047751 0.50363427 0.59965781 0.38606331 0.54019137 0.52444385 0.48340345 0.52932539 0.49005715 0.48246251] [ 0.29581345] [ 0.30485376 0.73693726 0.35804031 0.63438779 0.3939954 0.5572217 0.53894745 0.63604289 0.49082958 0.54927057] [ 0.23216595] [ 0.80130372 0.63478496 0.52654807 0.25154441 0.33416534 0.23842222 0.56067073 0.63628473 0.62192219 0.51378216] [-0.28467202] [ 0.55126663 0.58868382 0.49000375 0.59142631 0.30473196 0.48734292 0.51690678 0.43654977 0.55125918 0.56171233] [-0.33254407] [ 0.6548773 0.4203754 0.67649286 0.44856511 0.57885572 0.57150024 0.45707165 0.50836065 0.48723504 0.50516717] [-0.17209323] [ 0.35407734 0.68274053 0.55128128 0.5996626 0.39345331 0.55674838 0.37988111 0.58262421 0.50918665 0.55098824] [ 0.07769714] [ 0.58714937 0.51005461 0.45352758 0.45275879 0.50392787 0.5115233 0.44732757 0.46058541 0.47011581 0.592411 ] [-0.06404078] [ 0.46705068 0.56660675 0.43647907 0.60882493 0.44446564 0.56190052 0.50294663 0.54058992 0.49116799 0.50723955] [-0.65077179] [ 0.69225225 0.62903408 0.51010816 0.34479917 0.32126871 0.37420343 0.52397604 0.5023953 0.58283847 0.50511704] [-0.35567242] [ 0.54935771 0.46054869 0.57868606 0.52412549 0.45954557 0.47236694 0.46316528 0.60739715 0.62053609 0.38804169] [-0.96810589] [ 0.48845092 0.56110619 0.50149811 0.64509107 0.52334105 0.50785035 0.50987497 0.55812159 0.50391255 0.37235669] [ 0.01179613] [ 0.43483022 0.24002429 0.77581716 0.28379021 0.41900161 0.44226978 0.52762239 0.55303631 0.39983266 0.18917108] [-0.42416895] [ 0.75707382 0.45182671 0.61522809 0.39547583 0.24128715 0.25731251 0.5127079 0.56286743 0.53124844 0.26622307] [-0.10869938] [ 0.41973445 0.38755759 0.64336007 0.33507795 0.55584543 0.54477697 0.40231221 0.48240839 0.38541534 0.62643871] [-0.59012884] [ 0.33501401 0.79990189 0.32644822 0.54879658 0.29938175 0.58434277 0.35261243 0.55086608 0.5481033 0.60941832] [-0.57305194] [ 0.67430753 0.55774907 0.48515978 0.46635719 0.3548107 0.50512714 0.47945047 0.4278309 0.64020488 0.56672992] [-0.48017752] [ 0.34117979 0.68198776 0.32064799 0.63166188 0.42767071 0.38534778 0.37554658 0.35996085 0.4719515 0.58418433] [-0.51912363] [ 0.52453475 0.38324137 0.65569106 0.18276924 0.68964847 0.62952029 0.59880191 0.41031777 0.37431708 0.55954951] [-0.49837478] [ 0.3858554 0.64182651 0.49585023 0.54687786 0.46529686 0.65130064 0.58243989 0.46609958 0.61878917 0.50198327] [ 0.10538277] [ 0.30954392 0.60362745 0.36341391 0.74243459 0.40031319 0.58355702 0.46233264 0.34769657 0.55442294 0.74837868] [-0.29934437] [ 0.73995226 0.65093619 0.52516175 0.46724158 0.44371431 0.50449407 0.63672095 0.49827528 0.5697877 0.56690432] [-0.16251659] [ 0.359926 0.32344926 0.68706137 0.25237222 0.55500196 0.50018166 0.46610703 0.35609844 0.41969588 0.37880831] [ 0.02894888] [ 0.55007763 0.57382986 0.44703146 0.66179665 0.40661988 0.42819793 0.46751537 0.58760712 0.54493015 0.62784884] [-0.33740758] [ 0.38265336 0.6668003 0.40673796 0.58549653 0.51422913 0.58656329 0.41756458 0.47473868 0.49937073 0.6313923 ] [-0.12861674] [ 0.4626576 0.56456522 0.49834393 0.5884612 0.32690454 0.45442302 0.41275221 0.4735495 0.51439537 0.49387133] [ 1.21646096] [ 0.31966961 0.63423295 0.47592218 0.50854799 0.27714737 0.41780191 0.4837428 0.64186769 0.63942599 0.27163405] [ 0.12104062] [ 0.28696341 0.7336069 0.33055831 0.64443558 0.37303063 0.71134357 0.38901527 0.47239541 0.48807866 0.63768992] [-0.38843265] [ 0.30937362 0.54867409 0.52835186 0.4459044 0.42222654 0.58998791 0.354674 0.48117139 0.51721204 0.48945496] [ 0.24782778] [ 0.50934131 0.57586008 0.52568398 0.56681841 0.43329964 0.58326785 0.4371528 0.63730294 0.49555622 0.45752517] [ 0.40536951] [ 0.1589855 0.41970634 0.60065428 0.55967147 0.50195472 0.82455712 0.37099296 0.40408321 0.39739385 0.54371386] [-1.43912073] [ 0.54051052 0.75532225 0.52475764 0.52821764 0.28851846 0.46613249 0.50025712 0.61223128 0.60857738 0.42290938] [-0.70346576] [ 0.37795245 0.3529771 0.6662131 0.18873121 0.52844031 0.42180887 0.55778601 0.44277741 0.48827936 0.27620034] [ 0.18597262] [ 0.54766781 0.62300662 0.42565393 0.6299654 0.3604105 0.35948166 0.5050351 0.42300642 0.65198546 0.69479253] [-0.09617039] [ 0.23437996 0.52281059 0.46605748 0.57266024 0.43334477 0.52293209 0.53646473 0.54543721 0.41887357 0.48584867] [-0.25129814] [ 0.56459974 0.61324997 0.557447 0.40842646 0.39844778 0.45346988 0.48808839 0.51322335 0.62528638 0.54303959] [-0.41109857] [ 0.53205872 0.58600169 0.50351595 0.63522277 0.426391 0.50735093 0.40788151 0.58335585 0.54162041 0.4764981 ] [-0.54444909] [ 0.7526479 0.67932192 0.45551755 0.40906807 0.22707885 0.41987124 0.50324469 0.48066428 0.59203489 0.47229164] [ 0.08109666] [ 0.09693566 0.42206349 0.5943556 0.63644668 0.33709943 0.71938673 0.30879483 0.4076677 0.35211642 0.33540489] [ 0.78287587] [ 0.58500231 0.57671767 0.52323597 0.38226529 0.24700659 0.33403699 0.56397029 0.6256326 0.60321745 0.34171894] [-0.17908873] [ 0.60043389 0.61766742 0.46778656 0.57343734 0.29681224 0.46550343 0.38346148 0.45688452 0.60985866 0.45631606] [-0.02327587] [ 0.42730844 0.51950593 0.44084203 0.6735003 0.40066519 0.73091982 0.44359486 0.44217347 0.39514664 0.58262693] [-0.55017918] [ 0.46229533 0.24387295 0.56562846 0.45739249 0.38819871 0.46032081 0.40921322 0.55501117 0.31620446 0.33561482] [-0.62526416] [ 0.77219648 0.725578 0.48264489 0.35389181 0.33735325 0.59152039 0.52936508 0.5276327 0.72730608 0.65142294] [-0.2835462] [ 0.51300465 0.61417095 0.41490373 0.4958164 0.30149177 0.41119404 0.42123762 0.61001806 0.54825456 0.37747059] [-0.26908208] [ 0.40576009 0.77357688 0.33146244 0.53077704 0.31819304 0.60289713 0.45914685 0.61059188 0.51116588 0.59752765] [ 0.18758092] [ 0.23478641 0.67920548 0.31633028 0.50213078 0.4736325 0.71024325 0.3393921 0.37603029 0.4859299 0.5781743 ] [ 0.19545274] [ 0.29267713 0.69811612 0.42214824 0.50340746 0.32647272 0.5418802 0.39402007 0.59671361 0.52292943 0.35866074] [ 0.46417933] [ 0.18497122 0.44585138 0.62631785 0.56476717 0.42327495 0.7652759 0.33416725 0.35838266 0.33924561 0.60938992] [ 0.49727627] [ 0.1187609 0.48460328 0.53676562 0.66055617 0.41467921 0.80045903 0.3393462 0.31760979 0.42003351 0.47169984] [-0.2060051] [ 0.44954272 0.62801298 0.40972642 0.4331663 0.35240607 0.72045431 0.45317843 0.61877521 0.43539367 0.50328754] [-0.14572724] [ 0.71401271 0.29200144 0.65091035 0.35511468 0.51819271 0.4608697 0.51543381 0.47629289 0.39084073 0.45271593] [ 0.46547958] [ 0.69949794 0.73082544 0.44167292 0.40528966 0.30242583 0.36675168 0.50306294 0.42706024 0.69295027 0.52524992] [-0.04571952] [ 0.40933334 0.46373326 0.62080291 0.39447205 0.51146204 0.65212229 0.40440463 0.50000735 0.53394913 0.54269886] [ 0.42381105] [ 0.11927609 0.5334521 0.48142456 0.54922522 0.484507 0.75780787 0.36219435 0.38317515 0.55318211 0.58099528] [ 0.27545508] [ 0.21712054 0.60900426 0.37241951 0.68972778 0.49267115 0.65519932 0.42473432 0.37303773 0.38593234 0.5796436 ] [-0.26924088] [ 0.55948416 0.46328924 0.47827182 0.53376121 0.4062598 0.52950374 0.51361474 0.50737102 0.39542295 0.53534781] [-0.7288189] [ 0.76918351 0.58098667 0.54868224 0.31520753 0.38255139 0.38234419 0.48567492 0.54311719 0.64257888 0.51216417] [-1.4637662] [ 0.40040122 0.75144966 0.41714641 0.51960665 0.28176671 0.42753118 0.56217439 0.72351179 0.65166658 0.33464217] [ 0.37253569] [ 0.48062818 0.65130438 0.48092544 0.61229268 0.29243089 0.64359743 0.35164953 0.30552378 0.48171894 0.6185692 ] [ 0.28028277] [ 0.15845313 0.40351228 0.62790735 0.35640576 0.55177945 0.73425482 0.44451819 0.31923402 0.34041658 0.47090547] [-0.07112099] [ 0.40649257 0.30679445 0.55394805 0.35759872 0.49162975 0.47833642 0.43040416 0.45166185 0.31111295 0.64225261] [-0.13315402] [ 0.32346094 0.53254735 0.46971372 0.50290321 0.39653485 0.60576622 0.46692204 0.35088157 0.51366778 0.56612551] [ 0.2440299] [ 0.60517834 0.68210541 0.47146217 0.41116019 0.36653374 0.49252856 0.4833999 0.53976438 0.58699724 0.59091498] [-0.13694453] [ 0.74545803 0.60676379 0.61403641 0.36042402 0.42957132 0.3279353 0.57214841 0.61172663 0.63658033 0.36642806] [-0.25787098] [ 0.45936666 0.45318586 0.69318216 0.37067129 0.54094271 0.60289952 0.49132213 0.49672157 0.40727665 0.42735506] [-0.41243385] [ 0.57471554 0.72811138 0.4549081 0.39792643 0.30585315 0.46924648 0.49367052 0.58954606 0.54499773 0.61600676] [-0.27463481] [ 0.34508693 0.51027156 0.54131979 0.37021749 0.4028908 0.58777527 0.42136913 0.47238529 0.40701011 0.3961321 ] [-0.12258135] [ 0.47607588 0.55706817 0.4856779 0.64591376 0.43197684 0.49317099 0.49458096 0.53544558 0.54756584 0.55685785] [ 0.2707647] [ 0.75851634 0.60844608 0.58496392 0.39951579 0.38638337 0.41890412 0.5321839 0.68131735 0.6337349 0.38442195] [-0.26925919] [ 0.73494322 0.67493912 0.48236375 0.31572828 0.39216028 0.46561948 0.46569706 0.54577693 0.56424642 0.64074453] [-0.09206166] [ 0.33267125 0.1604094 0.78507231 0.22798867 0.46103645 0.63006691 0.47875517 0.40898726 0.27192733 0.2727335 ] Progress: 73.1% ... Training loss: 0.331 ... Validation loss: 0.523[ 0.23535745] [ 0.31210962 0.73053239 0.43579065 0.57238122 0.31163654 0.64750905 0.41555725 0.51907716 0.55154775 0.60006345] [ 0.04930959] [ 0.33232606 0.37455367 0.71746578 0.33618949 0.50086156 0.63940866 0.41878273 0.44106534 0.46830082 0.56643857] [ 0.14024423] [ 0.16871839 0.5640156 0.58500033 0.46574211 0.37309149 0.71680208 0.41236375 0.38133157 0.56376334 0.47567591] [-0.17249272] [ 0.55971459 0.64829615 0.50646463 0.43672879 0.369835 0.49237946 0.5149355 0.60827009 0.59233491 0.40030202] [-0.48738723] [ 0.56616274 0.62551624 0.48671153 0.62592929 0.48230939 0.60152701 0.39457119 0.49013532 0.44364321 0.56322662] [ 0.76175303] [ 0.19757344 0.59307169 0.43927223 0.50754137 0.33442625 0.56233268 0.30491438 0.57514179 0.4392601 0.39240563] [ 0.11841916] [ 0.26598861 0.58745584 0.42672558 0.58722294 0.45347312 0.72775779 0.35531436 0.58910444 0.54750931 0.5163905 ] [-0.13207894] [ 0.38548489 0.41462982 0.54940252 0.32306864 0.43366473 0.4867915 0.48727266 0.49584742 0.47209801 0.27645295] [-0.27853979] [ 0.21653421 0.50517427 0.67872888 0.44815849 0.416439 0.64515359 0.42167996 0.45669378 0.54839025 0.44676977] [-0.08890684] [ 0.27007067 0.46491162 0.5050603 0.45403541 0.34243435 0.58795123 0.32002757 0.46309021 0.3877985 0.44058095] [ 0.06701886] [ 0.67936332 0.59266404 0.57440083 0.37827448 0.43085767 0.51566444 0.59486834 0.52936618 0.6157241 0.51328261] [-0.42579667] [ 0.13805193 0.34307374 0.63562815 0.58727282 0.38480023 0.57091724 0.37664231 0.46254501 0.51073172 0.2602465 ] [-0.20538451] [ 0.47088878 0.63938393 0.44719549 0.61891359 0.31842352 0.66921402 0.41127504 0.4265345 0.57703775 0.55330251] [-0.05882507] [ 0.52808473 0.50244274 0.54738444 0.50802559 0.44139575 0.67289454 0.46090226 0.24828946 0.52247184 0.62219043] [ 0.2193785] [ 0.36849053 0.79288715 0.2992369 0.70985586 0.29377016 0.71046622 0.31157602 0.45645341 0.5650727 0.72181049] [-0.65644273] [ 0.49340966 0.74389816 0.34328238 0.59829088 0.28748458 0.52317488 0.51645683 0.65368111 0.59080836 0.51707589] [ 0.299148] [ 0.4221048 0.56376284 0.52669216 0.51974538 0.40162446 0.54876328 0.41337965 0.41988307 0.46962137 0.44132423] [ 0.09544556] [ 0.22225018 0.36868106 0.63970403 0.4416457 0.44910752 0.68936492 0.38524255 0.35877667 0.3478213 0.43040956] [ 0.57211009] [ 0.61404476 0.69745238 0.55824152 0.48718287 0.47607943 0.59041384 0.49593653 0.48628368 0.62761635 0.60302684] [ 0.71403048] [ 0.63381705 0.55616241 0.52302085 0.41199617 0.26675955 0.37066461 0.53937036 0.50925059 0.62423798 0.37173251] [ 1.37529409] [ 0.83335366 0.45526067 0.57754184 0.29178317 0.25544647 0.28331988 0.56341954 0.57825581 0.57839674 0.32309365] [ 1.04205563] [ 0.6179755 0.57424832 0.63948427 0.37829891 0.49990651 0.51102045 0.47214954 0.4205991 0.5562908 0.45495264] [ 0.13850528] [ 0.42780721 0.76107487 0.43324176 0.60910632 0.45016727 0.73484401 0.44978118 0.4552979 0.49794903 0.70757608] [-0.19948596] [ 0.69311229 0.52458187 0.59053036 0.31608366 0.45448049 0.57413299 0.50820735 0.59184752 0.56026041 0.51569291] [ 0.4896106] [ 0.45418177 0.41950927 0.49642318 0.36415316 0.35941994 0.24869075 0.60227893 0.70794228 0.50023077 0.33375282] [ 0.39598453] [ 0.20193188 0.35688979 0.51567365 0.39833482 0.53470712 0.78902014 0.39412292 0.35536351 0.36027997 0.47846175] [ 0.54006545] [ 0.64147538 0.55913064 0.52909947 0.36378919 0.34476043 0.52215663 0.57164516 0.56966695 0.48253578 0.44016507] [ 0.15015002] [ 0.37020278 0.48221665 0.56088857 0.50257602 0.45838541 0.65696881 0.42104365 0.41226427 0.35601336 0.49249291] [ 0.33283325] [ 0.31815648 0.38299984 0.48897573 0.54085316 0.4397285 0.67670365 0.41217214 0.63782511 0.48402462 0.40054339] [ 0.80877659] [ 0.72167727 0.72550204 0.52907016 0.44343826 0.39915207 0.58201043 0.55689202 0.51895459 0.68736367 0.61163501] [-0.0140469] [ 0.41575652 0.57660032 0.40934633 0.67199159 0.38728445 0.49658445 0.41056419 0.57168404 0.51977069 0.4863748 ] [ 0.06896739] [ 0.38014529 0.36702433 0.61812613 0.31440396 0.50533458 0.54900679 0.4501321 0.52041276 0.58186552 0.41693651] [ 0.31991796] [ 0.24536509 0.57098097 0.40084166 0.5987065 0.39122489 0.7861132 0.40607472 0.4707315 0.4375477 0.61091888] [ 0.1314245] [ 0.57146866 0.59407933 0.56361647 0.38256122 0.41233892 0.57469904 0.58007347 0.58986919 0.45976084 0.52948433] [ 0.23432073] [ 0.55987719 0.42127449 0.57995326 0.40678218 0.3920636 0.4502118 0.4239453 0.54012888 0.5620176 0.44346809] [-0.25850405] [ 0.67648906 0.52154051 0.54780265 0.39552831 0.37266462 0.49605378 0.50585798 0.4517683 0.49215293 0.596692 ] [-0.14359576] [ 0.26352332 0.57975615 0.55048712 0.58013408 0.31489024 0.64465827 0.35047947 0.52554932 0.58199361 0.3936112 ] [-0.07475029] [ 0.57558126 0.49241617 0.58606753 0.3571666 0.43372108 0.39609649 0.50725614 0.41169622 0.58406965 0.32607879] [-0.61376399] [ 0.39710235 0.60082099 0.47361507 0.66092153 0.52118273 0.55695547 0.52424198 0.55800252 0.504097 0.41223129] [ 0.33675484] [ 0.30408487 0.59497163 0.53153387 0.47811214 0.4111213 0.65855147 0.47842644 0.55043439 0.53800887 0.59676808] [-0.39742505] [ 0.62285146 0.55186905 0.47184296 0.53174297 0.30799664 0.36348033 0.44056599 0.40560113 0.61765568 0.34706416] [ 0.25384561] [ 0.20044128 0.31540383 0.48278821 0.41288107 0.598091 0.64125634 0.37083088 0.29894383 0.23463991 0.40804549] [ 0.38751715] [ 0.31798163 0.59044063 0.59130283 0.51944288 0.40439974 0.49991486 0.43505341 0.45742081 0.62483379 0.36687182] [ 0.06171132] [ 0.23425808 0.55178429 0.44430489 0.68178938 0.42650751 0.55135623 0.33542956 0.55410707 0.52814198 0.42511716] [ 0.40242974] [ 0.63715928 0.68988787 0.51590286 0.5966269 0.39663684 0.58183769 0.48006028 0.63434294 0.59949595 0.58217969] [ 0.24780291] [ 0.21967404 0.49216849 0.37628311 0.55816892 0.41939089 0.72664329 0.43908061 0.50523662 0.39756875 0.47090216] [ 0.4428284] [ 0.09691277 0.42198232 0.58486486 0.5624614 0.47136241 0.81346418 0.44304082 0.37245532 0.46287288 0.47394789] [-0.34738868] [ 0.40340703 0.64759075 0.41035845 0.47921944 0.3678744 0.63715922 0.33726928 0.53130356 0.44404616 0.58745566] [ 0.19138794] [ 0.55452106 0.62667622 0.41488666 0.59219347 0.22942606 0.26599984 0.5329352 0.64723219 0.60990366 0.54644047] [ 0.05027169] [ 0.28571533 0.57704554 0.36194994 0.62731035 0.37936642 0.66015257 0.37417211 0.47773411 0.43754024 0.60584849] [ 0.56622064] [ 0.68317329 0.5608016 0.61709751 0.28870007 0.40269072 0.52646419 0.60440234 0.52459559 0.51796642 0.45668311] [ 0.28317604] [ 0.29708603 0.8299653 0.24765122 0.79216782 0.34441953 0.74401026 0.42656565 0.59295094 0.53973398 0.73317239] [-0.09066623] [ 0.63542386 0.4210216 0.61825478 0.44975731 0.56700025 0.39981085 0.45368411 0.51993915 0.54429263 0.48161086] [ 0.0494111] [ 0.14303032 0.61526328 0.44004817 0.42836225 0.39610055 0.72967683 0.382896 0.45757541 0.5272778 0.49604231] [ 0.14031249] [ 0.39436625 0.55126003 0.34636605 0.6397779 0.45041764 0.53335081 0.4138421 0.44342875 0.40658662 0.78098838] [-0.15375282] [ 0.5145031 0.66481445 0.50707439 0.46146375 0.48572883 0.55376506 0.4382219 0.54260614 0.54599751 0.54027236] [-0.01274297] [ 0.61906492 0.52062923 0.49809913 0.56621586 0.41390029 0.52496119 0.51192392 0.51177839 0.53685251 0.44404607] [ 0.22722776] [ 0.44520524 0.57367215 0.53289665 0.51930612 0.35829825 0.47961188 0.46156874 0.57039638 0.59584043 0.45245775] [ 0.34546356] [ 0.2876892 0.55973392 0.53907918 0.51913775 0.4240642 0.71328733 0.4217541 0.45867512 0.36316872 0.52478988] [ 0.04276823] [ 0.28768315 0.33841185 0.63554245 0.33343528 0.55316965 0.6561788 0.4270617 0.49051203 0.52946529 0.50028283] [ 0.23979763] [ 0.23694648 0.36213659 0.65395269 0.46046646 0.40826576 0.71236969 0.38392 0.39103772 0.39444355 0.41504026] [-0.09083305] [ 0.37578919 0.66227492 0.39589655 0.55108395 0.44188116 0.73327198 0.36061391 0.57308211 0.44336896 0.6069277 ] [ 2.49040728] [ 0.7186298 0.4466328 0.56397664 0.46354899 0.22907985 0.36342931 0.47535962 0.65711133 0.52532924 0.29897174] [ 0.62322859] [ 0.14055535 0.38446541 0.68148302 0.47349131 0.55364714 0.78168885 0.40905235 0.33567409 0.36293025 0.58672302] [-0.13248379] [ 0.60041377 0.550583 0.55604263 0.47782428 0.37503411 0.35314542 0.44043647 0.50135555 0.60438542 0.424903 ] [-0.11517563] [ 0.62889368 0.55459436 0.61404601 0.43515014 0.53477834 0.50566728 0.42124784 0.51714314 0.54283479 0.45295282] [-0.12702737] [ 0.57956068 0.67729768 0.52078482 0.57984975 0.28614201 0.47760758 0.41949345 0.40373253 0.64873413 0.54342377] [ 0.09325873] [ 0.39880809 0.49676682 0.5860119 0.48247853 0.40296503 0.58857619 0.4984804 0.46126529 0.47959032 0.50600555] [ 0.77438042] [ 0.72189616 0.42202977 0.58642099 0.2799324 0.41865087 0.36354323 0.62570874 0.5015262 0.60992204 0.36659413] [-0.13453575] [ 0.42961843 0.65549428 0.53762893 0.55362681 0.42537768 0.68213978 0.51366103 0.41032052 0.51484637 0.55725278] [ 0.11513434] [ 0.48992185 0.77995257 0.38935124 0.5937885 0.42123127 0.6574312 0.41516851 0.53353313 0.59691155 0.57522249] [ 0.84031372] [ 0.68372488 0.55173335 0.55729959 0.37414513 0.44498273 0.45176976 0.5163056 0.54383501 0.65554306 0.42377189] [ 0.05364577] [ 0.67364329 0.51366447 0.53179506 0.4242626 0.33957617 0.52039893 0.52615634 0.60277393 0.53382922 0.3733361 ] [ 0.28892264] [ 0.38109981 0.5558792 0.47282611 0.57496408 0.29135137 0.55708008 0.38621281 0.47495392 0.46137742 0.48247457] [ 0.00240422] [ 0.5447081 0.63271109 0.47501397 0.45567892 0.42890012 0.52971647 0.49333071 0.40821298 0.60928432 0.55159663] [ 0.16791558] [ 0.5513676 0.66345067 0.4584739 0.35335679 0.43048548 0.46625117 0.45552785 0.62399989 0.64669877 0.53268391] [ 1.43973642] [ 0.54666101 0.59827051 0.54649345 0.52209423 0.44115807 0.44676549 0.41496789 0.5352006 0.65500022 0.41522942] [ 0.05507225] [ 0.25175595 0.527174 0.61621861 0.43247794 0.30172836 0.68722471 0.39295328 0.43915671 0.44969405 0.42982886] [ 0.04687099] [ 0.74193797 0.67567529 0.53673445 0.55208886 0.41236317 0.55706848 0.51775131 0.6216982 0.60095519 0.59694064] [-0.23786292] [ 0.38624572 0.55420014 0.55665243 0.3539581 0.41002022 0.60167428 0.49611105 0.45103828 0.52294268 0.51918717] [-0.21945818] [ 0.40598614 0.50949289 0.43577009 0.41348249 0.45409725 0.48032728 0.43062839 0.47052863 0.47651145 0.37211902] [-0.14609791] [ 0.43342003 0.62907545 0.45490182 0.62238275 0.3281295 0.63437643 0.43336877 0.38469106 0.56197526 0.54250166] [ 0.33586959] [ 0.16117036 0.60558174 0.59624389 0.5230229 0.54794586 0.77155964 0.40289541 0.48365364 0.5041956 0.59462027] [ 0.15825987] [ 0.20570517 0.48579744 0.54890677 0.44913785 0.39862959 0.70583015 0.42999629 0.38920794 0.44650209 0.58027162] [ 1.13830432] [ 0.57236309 0.58665401 0.56909755 0.50735523 0.4375036 0.46715792 0.41915773 0.51021531 0.57098305 0.44007095] [-0.06794129] [ 0.53976258 0.65879124 0.57004826 0.65944168 0.44955761 0.48858053 0.41927205 0.59107401 0.60731415 0.60530948] [ 0.11128074] [ 0.19721443 0.63816886 0.47140742 0.58174147 0.47348776 0.6029395 0.3846311 0.3108016 0.44663134 0.4804124 ] [ 0.14590338] [ 0.77554489 0.68048246 0.58236912 0.29379682 0.51748905 0.46997215 0.62858839 0.43296329 0.65636857 0.53555666] [-0.12144554] [ 0.272877 0.68566362 0.34444962 0.72232333 0.27286143 0.68981135 0.4272164 0.56677266 0.51264866 0.50930891] [ 0.25244508] [ 0.36963133 0.67588301 0.41329854 0.66199777 0.35232557 0.5978122 0.34982774 0.26423313 0.43968537 0.63482265] [ 0.06666137] [ 0.23219378 0.52278425 0.46551296 0.57361054 0.43427741 0.52660637 0.53551876 0.54395635 0.41776373 0.48740917] [-0.27569499] [ 0.48706596 0.55993012 0.4511637 0.52958694 0.3402845 0.62354179 0.34669551 0.50191773 0.48779134 0.53589461] [-0.22762307] [ 0.4609086 0.56602077 0.55241986 0.4822316 0.4282117 0.58468666 0.55696345 0.47137082 0.45271073 0.55430084] [ 0.41159352] [ 0.1651886 0.59844859 0.56893544 0.48962613 0.38316033 0.77934549 0.37713497 0.40655261 0.49014287 0.5662712 ] [ 0.21170463] [ 0.20258977 0.74079154 0.42214735 0.63198935 0.35590786 0.6931855 0.37479981 0.52212679 0.43414965 0.63060512] [ 0.06423015] [ 0.31864242 0.53242031 0.4677679 0.50591355 0.39974206 0.61408738 0.4638926 0.3443443 0.51004527 0.57241946] [ 0.05507225] [ 0.25175595 0.527174 0.61621861 0.43247794 0.30172836 0.68722471 0.39295328 0.43915671 0.44969405 0.42982886] [ 0.62669178] [ 0.44665905 0.4834501 0.53403278 0.39955099 0.5485329 0.48484311 0.47611642 0.42720262 0.49617619 0.39050384] [-0.18432873] [ 0.30747124 0.57886605 0.37081784 0.64421455 0.40740334 0.45373801 0.34157232 0.30795889 0.42455096 0.46366841] [ 0.46273556] [ 0.438306 0.74642842 0.4021279 0.52345729 0.34897373 0.71616018 0.49895314 0.56393128 0.58176034 0.61045271] [ 0.12433677] [ 0.26428146 0.73975945 0.47567012 0.61885184 0.39160597 0.78667671 0.34387043 0.55557014 0.6255011 0.67510043] [-1.21662804] [ 0.52226834 0.6925698 0.36969536 0.55763757 0.22485205 0.27678948 0.4903867 0.50281014 0.70611424 0.27136052] [ 0.29153816] [ 0.75404049 0.53616602 0.54635017 0.45692412 0.37671083 0.39733914 0.44226097 0.37477594 0.58273117 0.46712729] [ 0.1388137] [ 0.40669356 0.56828352 0.55632745 0.52135485 0.47202379 0.67445952 0.4836122 0.47378419 0.37019242 0.64961777] [ 0.21332408] [ 0.46043221 0.49181421 0.5009213 0.4753377 0.4098423 0.46831115 0.63422138 0.65853776 0.53796257 0.4884476 ] [ 0.07946528] [ 0.82635116 0.51066063 0.56608611 0.28853702 0.27363034 0.40098058 0.54056141 0.59791141 0.58674335 0.43856004] [ 1.14424844] [ 0.30765535 0.59855995 0.4623473 0.39177604 0.3520769 0.42415429 0.50149426 0.59909895 0.64007322 0.25225775] [-0.1917509] [ 0.75665622 0.47802445 0.55419351 0.44107911 0.48595622 0.44198031 0.48146351 0.58126238 0.51035041 0.44789569] [ 0.18187751] [ 0.28224711 0.52170949 0.57622074 0.40739624 0.43969033 0.63079782 0.40933135 0.37635654 0.46367908 0.47602427] [ 0.09331489] [ 0.51305241 0.58562475 0.44019803 0.4106839 0.37135063 0.59141221 0.55049487 0.74712528 0.50281485 0.40527058] [ 0.32615166] [ 0.39108067 0.73073313 0.43156938 0.49422587 0.43763312 0.69142609 0.37376205 0.38033482 0.54489278 0.72110052] [ 0.18694976] [ 0.26367954 0.58624809 0.55888525 0.38630228 0.432288 0.66973298 0.34681551 0.41645151 0.50548954 0.52081374] [ 0.00358393] [ 0.14423063 0.62167481 0.41321892 0.59865451 0.33307561 0.66332908 0.3903969 0.45177593 0.56402961 0.4379067 ] [ 0.07571423] [ 0.4421151 0.51138497 0.51413697 0.52982585 0.41098155 0.67329221 0.35729516 0.38011175 0.38103369 0.62054711] [-0.30276382] [ 0.53180972 0.39940226 0.64611691 0.34987021 0.46079349 0.6097971 0.53536706 0.58974838 0.47617278 0.47176513] [-0.1683988] [ 0.58530692 0.62835383 0.40836314 0.50100152 0.34251704 0.32114337 0.45400818 0.4475782 0.5552234 0.54253276] [ 0.44030012] [ 0.27003315 0.60887226 0.49136674 0.57246209 0.40867167 0.74739701 0.3854277 0.4305255 0.42332516 0.59496167] [ 0.25982977] [ 0.3032988 0.33676583 0.61317012 0.3650228 0.56386296 0.76190201 0.37382768 0.47873368 0.37065981 0.50633986] [-0.07859129] [ 0.7184375 0.52182404 0.48045438 0.40602495 0.34151749 0.39548518 0.52351086 0.33579893 0.53880616 0.38167412] [ 0.00523168] [ 0.36749266 0.57861285 0.47241709 0.46221681 0.53223435 0.65345236 0.40330093 0.46693982 0.3952767 0.57187611] [ 0.42202989] [ 0.23339684 0.4112557 0.68745124 0.46271692 0.36187021 0.59826745 0.43709913 0.51756898 0.54391977 0.33014023] [ 0.25645321] [ 0.30289975 0.43041666 0.63654005 0.34881669 0.56513843 0.72967459 0.32442596 0.48935211 0.46543639 0.53993923] [ 1.93546901] [ 0.62194859 0.66278421 0.57117328 0.37353606 0.34488532 0.50996689 0.52186842 0.49166952 0.54612793 0.44693265] [ 0.09993987] [ 0.27959674 0.50010013 0.5649123 0.46789645 0.37636419 0.59425533 0.46592884 0.52446996 0.48522156 0.42052245] [ 0.95974775] [ 0.46557408 0.621306 0.38730978 0.60868894 0.31477924 0.466105 0.4813289 0.62504066 0.53318561 0.45136142] [ 0.07835788] [ 0.35125466 0.70996858 0.29186363 0.70890753 0.40697936 0.73275272 0.44129234 0.56664123 0.38479033 0.58998358] [ 0.50110918] [ 0.40813008 0.73662029 0.5220627 0.5428701 0.42994155 0.72400852 0.45617 0.42265505 0.52501145 0.67030983] [-0.45318961] [ 0.80279908 0.49821831 0.59521752 0.26855752 0.41469095 0.47725927 0.56427175 0.42845395 0.61702211 0.51102067] Progress: 73.4% ... Training loss: 0.323 ... Validation loss: 0.502[-0.26411618] [ 0.59259979 0.52140044 0.57891817 0.51152577 0.37529778 0.41399704 0.52139046 0.59278845 0.57110426 0.30785116] [ 0.33362444] [ 0.5047349 0.54472516 0.48493166 0.57098697 0.29733136 0.39052756 0.47631181 0.45761051 0.65549797 0.37463562] [ 0.94149465] [ 0.70936296 0.55145397 0.60567451 0.47175786 0.42190554 0.3822313 0.44309041 0.56099256 0.51920828 0.43103759] [-0.23056502] [ 0.42560856 0.75909735 0.40787268 0.52817316 0.51490192 0.64586806 0.53390311 0.3620768 0.51892559 0.67650441] [-0.52431988] [ 0.31130101 0.66342391 0.45191466 0.69055343 0.32832746 0.6972831 0.44064687 0.53373971 0.51852958 0.51011167] [ 0.10544236] [ 0.51073532 0.41824821 0.62386508 0.30299707 0.49107139 0.65003146 0.45980162 0.64887172 0.58599078 0.49183203] [-0.16110214] [ 0.16923651 0.26528872 0.74055746 0.36258672 0.51111031 0.67626006 0.48668893 0.39154496 0.33165874 0.4101361 ] [ 0.18140504] [ 0.1774376 0.71518912 0.39226803 0.68419575 0.4867399 0.67353913 0.34326655 0.43410051 0.47043435 0.61220093] [-0.77955749] [ 0.657138 0.77042461 0.41192542 0.6002405 0.31507252 0.44360867 0.4033871 0.4407826 0.66951523 0.67706402] [ 0.1825681] [ 0.50782791 0.53643855 0.53674975 0.40234423 0.30801267 0.35799891 0.54984655 0.66854806 0.55169907 0.26024961] [-0.48014062] [ 0.29688121 0.67078368 0.50899274 0.62282923 0.40667037 0.58984355 0.36282715 0.52516327 0.59377319 0.60280837] [-0.26154156] [ 0.45643128 0.7847544 0.36148355 0.67017827 0.30337384 0.55771322 0.37945103 0.29726361 0.53392845 0.66709451] [ 0.44889702] [ 0.71471428 0.57640015 0.57784823 0.2839604 0.41968095 0.36674018 0.56260131 0.50331363 0.57982703 0.52121445] [ 0.7646216] [ 0.72437174 0.61082842 0.54437599 0.38273007 0.25596542 0.3654758 0.54961231 0.60700315 0.58574756 0.42659802] [ 1.64387891] [ 0.56023541 0.71451949 0.46913621 0.38221671 0.3319721 0.37800689 0.46815718 0.59370244 0.72708337 0.42324144] [-0.61875291] [ 0.1875358 0.34909987 0.68016119 0.36561364 0.46674172 0.52041631 0.45428236 0.37944419 0.3774727 0.32721076] [-0.34360468] [ 0.67604978 0.38187803 0.59676877 0.51664524 0.55574934 0.48577479 0.46026286 0.48001249 0.49081342 0.51852145] [ 0.9918635] [ 0.30461005 0.62699204 0.50302185 0.39889735 0.32590418 0.43220274 0.49203369 0.70089223 0.67896604 0.29822633] [ 0.55416336] [ 0.60967785 0.73311283 0.57536563 0.46862101 0.43241724 0.53217377 0.42822795 0.56834014 0.68676586 0.58719849] [-0.50677595] [ 0.63489738 0.68607471 0.56041647 0.33305532 0.42830354 0.48061854 0.56287915 0.59744479 0.57093808 0.52966171] [-0.37677631] [ 0.39743058 0.6377869 0.42273367 0.47273423 0.37321103 0.39707438 0.4510509 0.52384954 0.48212767 0.60267357] [ 0.74530335] [ 0.45722179 0.43021497 0.62191107 0.37191267 0.50329811 0.56940862 0.46862011 0.49279072 0.34821424 0.50912821] [-0.31292337] [ 0.48221453 0.60867497 0.37583513 0.63252786 0.36325953 0.49116836 0.58562661 0.70292029 0.54626601 0.28200285] [-0.21660471] [ 0.34217696 0.41881052 0.43798424 0.55147614 0.25784436 0.47725334 0.39607405 0.75757599 0.47273235 0.21046166] [ 0.46837496] [ 0.45104668 0.51473877 0.58415122 0.37979346 0.41597715 0.52534953 0.47334955 0.53371002 0.39910104 0.44987553] [-0.48174764] [ 0.37528582 0.49747065 0.45753734 0.31011641 0.43529077 0.61704039 0.43973173 0.43347318 0.46279422 0.39311008] [ 0.15895098] [ 0.5228747 0.57826947 0.52995908 0.38868074 0.31192756 0.50792337 0.49311684 0.79903088 0.5956804 0.35053963] [ 0.15550846] [ 0.21578777 0.64895633 0.45013023 0.54337292 0.37490174 0.76674061 0.31278072 0.55519416 0.53880223 0.53938589] [-0.18252654] [ 0.43537804 0.68418125 0.41762589 0.67987086 0.52028125 0.64234978 0.50977862 0.3386529 0.50420147 0.61346559] [-0.05297663] [ 0.64052414 0.51807159 0.6186634 0.48791515 0.49358009 0.35368406 0.50770071 0.55683402 0.49851506 0.47804063] [ 1.64500282] [ 0.71326764 0.5080533 0.55996856 0.3860977 0.30609351 0.20463799 0.50637015 0.68053449 0.52951816 0.351244 ] [-0.09407929] [ 0.33948813 0.42889038 0.54972078 0.45053227 0.55765409 0.70640578 0.4103732 0.48472036 0.2982545 0.54241141] [-0.89449685] [ 0.46119061 0.67704555 0.47402565 0.63328826 0.22793163 0.53761526 0.38993335 0.41488239 0.54686546 0.45865622] [ 0.02273164] [ 0.25008959 0.80940782 0.26138055 0.65438918 0.43021116 0.78950145 0.41777432 0.61731513 0.4604864 0.65364113] [-0.81800503] [ 0.74244324 0.73105286 0.47930431 0.32361766 0.34197429 0.37563739 0.48614522 0.56783267 0.7189685 0.55325805] [-1.35134017] [ 0.54924858 0.64448999 0.4069578 0.40686117 0.33087036 0.37379551 0.51461659 0.67428024 0.5917847 0.39445374] [-0.33044315] [ 0.50994307 0.63872007 0.44489693 0.53249175 0.50054177 0.51292529 0.47370427 0.47566238 0.54869933 0.60601959] [-0.06494192] [ 0.148418 0.46020323 0.51637997 0.64038798 0.31758187 0.77594416 0.31089806 0.44703553 0.4284046 0.39510108] [-0.12636214] [ 0.45673157 0.57364146 0.53726957 0.51196533 0.35092122 0.46047045 0.46861616 0.5868589 0.60402314 0.43685628] [-0.29367755] [ 0.67793529 0.56121523 0.62731838 0.46346004 0.46861269 0.55884908 0.49049011 0.62057654 0.63089207 0.56659359] [ 2.04142568] [ 0.81596221 0.66225908 0.53643262 0.17907303 0.23670401 0.258065 0.59890945 0.71901232 0.65496146 0.34641176] [-0.29054823] [ 0.44860028 0.84315176 0.39041819 0.6716505 0.44077739 0.6571922 0.49732025 0.40702286 0.59777945 0.69315337] [-0.21774223] [ 0.26944478 0.35067369 0.64514863 0.320567 0.44281559 0.73642451 0.39107398 0.35116685 0.33280538 0.42690024] [ 0.22346543] [ 0.1634369 0.27032724 0.59995349 0.62977265 0.48411944 0.80029305 0.368416 0.42918481 0.37201723 0.34248867] [ 0.10179836] [ 0.63465573 0.58027452 0.46976867 0.5010581 0.2784572 0.31262966 0.4818957 0.53118192 0.61035176 0.3238329 ] [ 0.35741207] [ 0.35507467 0.57162005 0.51070302 0.56386323 0.33972502 0.66944578 0.37966243 0.28333838 0.53290075 0.60220169] [-0.12910183] [ 0.30435571 0.37174947 0.63960072 0.38511534 0.51660305 0.64171307 0.40075904 0.33968669 0.36694173 0.50166168] [-0.1488627] [ 0.65990769 0.52339956 0.48713128 0.27829925 0.36569689 0.353771 0.54274316 0.46950567 0.53281624 0.38938149] [-0.55259247] [ 0.41747925 0.76362238 0.52196006 0.58432675 0.37058866 0.69536707 0.51062205 0.53156379 0.57780337 0.61519089] [-0.67128982] [ 0.36294776 0.48064245 0.63341653 0.31484147 0.5461257 0.45946126 0.49816679 0.51383006 0.53354673 0.38353014] [-0.39795606] [ 0.61801842 0.6750529 0.49202833 0.38803598 0.3648175 0.5242409 0.55005605 0.62358945 0.51106814 0.54781368] [-0.22169017] [ 0.7179279 0.66621674 0.47939503 0.37461125 0.43341576 0.52836896 0.49012053 0.55951285 0.54088179 0.49339422] [ 0.26828739] [ 0.70815414 0.66260742 0.5677364 0.32549258 0.45736193 0.38430718 0.59498089 0.49046814 0.67081452 0.38868539] [-0.27229543] [ 0.40377241 0.73906381 0.40245226 0.56617021 0.37772871 0.63301372 0.38487261 0.41824824 0.58356619 0.63293815] [-0.44513984] [ 0.35099852 0.48390079 0.49590922 0.55977426 0.42334874 0.58349888 0.41705505 0.4045289 0.42746749 0.49595006] [-0.14692269] [ 0.25187653 0.51129008 0.56098951 0.4579007 0.47693075 0.66345419 0.34469815 0.43273793 0.39762684 0.57659897] [ 0.2767814] [ 0.60433557 0.5214829 0.62070363 0.38957159 0.31927834 0.32670884 0.55974717 0.6303381 0.58603791 0.25123101] [-0.52921656] [ 0.8039636 0.5813885 0.50193998 0.40007585 0.29433638 0.40390181 0.47117788 0.51290718 0.56390829 0.51292316] [-0.66718424] [ 0.6378842 0.7186907 0.50379371 0.3975572 0.40203998 0.59985122 0.53483189 0.5980484 0.64944955 0.64128065] [ 0.16687927] [ 0.18269088 0.61470458 0.34345794 0.46474517 0.46984637 0.70229715 0.31777148 0.39553166 0.43104931 0.56768465] [-0.75294285] [ 0.68376059 0.47586181 0.50364139 0.39140933 0.3937782 0.54028272 0.49919163 0.47723976 0.40517423 0.42106773] [-0.48323979] [ 0.69009048 0.37402745 0.62952967 0.26088832 0.43711477 0.55985531 0.53499717 0.54999556 0.35972647 0.39538573] [-0.32818144] [ 0.6148143 0.64349914 0.39631084 0.49130071 0.30369334 0.56747252 0.43602834 0.40579316 0.52875393 0.57464143] [ 0.52874953] [ 0.69314016 0.62435525 0.55167442 0.2710728 0.52471893 0.40862525 0.63172545 0.43338919 0.64235642 0.48055519] [-1.06240845] [ 0.83661026 0.64542353 0.52558754 0.31394815 0.34691934 0.36945929 0.59068173 0.52426566 0.63808041 0.57189495] [-0.42479358] [ 0.40617151 0.5094913 0.43599487 0.41307567 0.4532007 0.47971233 0.43086932 0.47127363 0.47684335 0.37119863] [-0.52873042] [ 0.3035947 0.36547395 0.69327697 0.35286386 0.39322673 0.55324265 0.52477457 0.4838093 0.46493372 0.33282991] [-0.01585797] [ 0.51519755 0.74529677 0.52192514 0.49842454 0.39562478 0.69310169 0.48175425 0.44022263 0.57957818 0.65698592] [-0.40779152] [ 0.40430097 0.55650614 0.49599875 0.29963252 0.39893224 0.64117889 0.42086147 0.48247811 0.46814654 0.43604189] [-0.37676459] [ 0.25074759 0.67705073 0.37199416 0.30563965 0.36760616 0.66525913 0.37599477 0.44561886 0.47095997 0.50262284] [-0.24296269] [ 0.56256975 0.33214617 0.64350405 0.33581462 0.48486336 0.55968152 0.522506 0.55372799 0.31270772 0.44733219] [-1.5264511] [ 0.33780372 0.39848299 0.51470233 0.61244811 0.33449502 0.46793445 0.47695831 0.71655208 0.37403463 0.21001065] [ 0.21485312] [ 0.60667355 0.58810392 0.50838413 0.35973931 0.23969706 0.40576744 0.52357023 0.57573814 0.51606228 0.39970187] [ 0.15309752] [ 0.44078131 0.71885861 0.48829259 0.64122496 0.38488917 0.58666264 0.49836218 0.62165579 0.59082693 0.58205715] [-0.16739359] [ 0.30980831 0.44473025 0.64880882 0.46374197 0.37835179 0.67911093 0.39812765 0.3819492 0.41359263 0.4330825 ] [-0.45131746] [ 0.27784567 0.33828754 0.66519107 0.30933854 0.45193065 0.52042456 0.55764339 0.41887153 0.46908315 0.30523395] [ 0.03066366] [ 0.22123733 0.36827616 0.61150211 0.5015372 0.434481 0.80560634 0.42358468 0.49868858 0.32328079 0.37401277] [-0.10557366] [ 0.51160803 0.68684608 0.45290769 0.52148392 0.33240004 0.5076575 0.58988861 0.61014604 0.56615671 0.49895639] [ 0.2803149] [ 0.18784391 0.51308507 0.46505469 0.68338654 0.38857296 0.76937468 0.30683954 0.39866176 0.434105 0.5394454 ] [ 0.14595459] [ 0.34115513 0.5757794 0.4213188 0.68046567 0.28528437 0.50525814 0.44925093 0.37914882 0.54253254 0.48480365] [-1.42005892] [ 0.38402076 0.75105263 0.42094597 0.55344916 0.2509981 0.44078465 0.52334211 0.70190029 0.63952947 0.31707453] [-0.36518422] [ 0.61423396 0.52945725 0.53433028 0.38826563 0.46297424 0.38860091 0.4393194 0.50849559 0.4369816 0.64191514] [-0.40724523] [ 0.47528664 0.51547851 0.65634841 0.31604686 0.52600305 0.53943776 0.45955759 0.56275056 0.47292829 0.55133933] [-0.99555454] [ 0.14510816 0.68255178 0.38817272 0.60067193 0.37085593 0.5635895 0.46781187 0.61475986 0.58653267 0.33361582] [-0.65658385] [ 0.27998362 0.61755681 0.42469593 0.65789552 0.32594605 0.64097295 0.46623744 0.56465204 0.46897481 0.43514474] [ 0.03695555] [ 0.15834559 0.64153669 0.40365888 0.59395841 0.36267119 0.67124733 0.27664452 0.47348138 0.39679774 0.54322663] [-0.35554083] [ 0.32155692 0.56472459 0.57012165 0.55649707 0.26601979 0.63069067 0.3897637 0.60999748 0.64341294 0.41551599] [-0.06226361] [ 0.59440601 0.59468042 0.48854383 0.64087517 0.36937862 0.36904969 0.54417329 0.6267736 0.60017465 0.61795771] [ 0.95675707] [ 0.35154723 0.52085093 0.50495264 0.4649174 0.42455106 0.54455044 0.46617408 0.68963433 0.60749218 0.28490496] [ 0.07907758] [ 0.43956629 0.65526887 0.48304765 0.56734711 0.37711424 0.54565065 0.53385537 0.56411264 0.53922202 0.53687245] [ 0.1198506] [ 0.65562255 0.57872355 0.63465909 0.40485508 0.38167766 0.40123343 0.56585181 0.74125314 0.57800896 0.38016162] [-0.53290563] [ 0.44364871 0.50985398 0.61012587 0.38461207 0.64484021 0.6184001 0.36813796 0.43743969 0.41433988 0.52760832] [ 0.17830394] [ 0.46721791 0.6558294 0.47194523 0.62970428 0.47497342 0.46254089 0.52575753 0.54296904 0.56300836 0.60586071] [-0.5604912] [ 0.40329074 0.48620426 0.47394266 0.52693774 0.37989037 0.59864902 0.50739723 0.62003005 0.51009783 0.39959486] [ 2.0258865] [ 0.54913238 0.44151853 0.46894213 0.50780937 0.41545873 0.41209044 0.40856405 0.49247288 0.3984974 0.40121671] [ 0.23132395] [ 0.19694396 0.6069247 0.44418217 0.56650965 0.33036274 0.69455346 0.27955051 0.4301294 0.40364528 0.44553406] [ 1.25589593] [ 0.87144385 0.62604355 0.62592627 0.21428577 0.37918598 0.26294436 0.62762559 0.71716636 0.66223299 0.34335837] [ 1.98677096] [ 0.78479709 0.44402747 0.59511521 0.29559982 0.30770238 0.26968346 0.62187981 0.71835395 0.55509194 0.20554593] [-0.03159803] [ 0.37919901 0.71998153 0.38979389 0.5306546 0.27941925 0.44810306 0.41711576 0.54503054 0.5779251 0.50101048] [-0.25818513] [ 0.38977781 0.47096599 0.52401739 0.48160914 0.48224545 0.70975373 0.37292559 0.55240152 0.43941305 0.61355946] [-0.6980396] [ 0.24811357 0.61006232 0.53300922 0.58282827 0.4246151 0.58006018 0.3935151 0.52846761 0.51598817 0.40494639] [-1.04437072] [ 0.84863155 0.60907485 0.5008204 0.45240513 0.317545 0.32698096 0.52636174 0.43183793 0.60747299 0.49015286] [-0.48231719] [ 0.29918012 0.31618246 0.70190615 0.33268114 0.50087814 0.60334568 0.44961268 0.37444985 0.44524989 0.32967532] [-0.27257007] [ 0.19195853 0.48958252 0.61090112 0.4902342 0.41748066 0.72082223 0.41854564 0.4779226 0.32042191 0.41558527] [-0.90801627] [ 0.63699172 0.59931997 0.47359089 0.51453744 0.3563719 0.66998867 0.47581731 0.57380123 0.49843923 0.55372867] [-0.06518732] [ 0.42284058 0.6683819 0.50703121 0.54904267 0.49882618 0.6022752 0.41294076 0.53359026 0.54137354 0.59993504] [-0.66718424] [ 0.6378842 0.7186907 0.50379371 0.3975572 0.40203998 0.59985122 0.53483189 0.5980484 0.64944955 0.64128065] [-0.64237499] [ 0.2573061 0.44869028 0.66786621 0.42153893 0.32863133 0.49495582 0.45450933 0.64432936 0.45737247 0.3664191 ] [-0.19431098] [ 0.38467277 0.47499006 0.45059982 0.4056457 0.45513953 0.5532088 0.41558333 0.43607886 0.53835598 0.3229484 ] [ 0.28136235] [ 0.55155456 0.65919942 0.38740827 0.49734339 0.30254462 0.5797858 0.42035279 0.40683993 0.53025202 0.57150359] [-0.13457653] [ 0.32949064 0.51620585 0.35658856 0.36607748 0.45226179 0.54936881 0.39260879 0.4502019 0.39357899 0.4494048 ] [-0.65066602] [ 0.34484843 0.68147539 0.43761117 0.55591357 0.36246473 0.57706879 0.4471683 0.48947343 0.60893215 0.52384397] [-0.37674607] [ 0.14467466 0.68383762 0.42596985 0.59524581 0.28905181 0.69179037 0.30668002 0.51903511 0.46034697 0.40528312] [-0.16191162] [ 0.27911813 0.37350929 0.66205538 0.39210555 0.4387614 0.66760484 0.4013545 0.52758943 0.34636882 0.41217011] [-0.29564445] [ 0.15533895 0.5819719 0.54890627 0.54140647 0.44104498 0.66930208 0.41327321 0.40458081 0.52510192 0.44669494] [ 1.66613309] [ 0.8013862 0.66530855 0.59229296 0.23542492 0.31729045 0.32625226 0.65766246 0.71064011 0.6806799 0.35797241] [-0.14256475] [ 0.30931266 0.41300785 0.54333838 0.48766853 0.50489742 0.65927869 0.39100035 0.43352009 0.55624333 0.43663615] [-0.78658692] [ 0.71533154 0.48697888 0.57736917 0.43819775 0.40096641 0.50879691 0.46997489 0.39324554 0.55034406 0.54273531] [-0.44172299] [ 0.38326526 0.48777902 0.48596534 0.41010793 0.40719494 0.51790201 0.4753805 0.64898222 0.42744961 0.34352901] [-0.40143968] [ 0.3585337 0.33075409 0.49216071 0.57301607 0.48471085 0.61678131 0.36911672 0.46618409 0.38830522 0.42562055] [-0.18514013] [ 0.2627907 0.52244786 0.58957288 0.45286566 0.41992656 0.62581947 0.38238927 0.36365654 0.42660868 0.45492615] [ 0.64291964] [ 0.54013578 0.57927409 0.5805869 0.54665205 0.4217131 0.48561143 0.5628924 0.52088875 0.57408148 0.40416473] [-0.53687287] [ 0.39516625 0.63255524 0.46181211 0.60121953 0.42262598 0.57099895 0.42779342 0.41276059 0.57700375 0.48968673] [ 0.80735589] [ 0.74124021 0.58855571 0.52700383 0.39374226 0.26678534 0.3461341 0.53960096 0.55596006 0.64417826 0.38415257] [-0.32019619] [ 0.19304105 0.50485244 0.56435419 0.47175444 0.46162388 0.75993457 0.36972531 0.57280576 0.43483684 0.46544508] [ 0.66009873] [ 0.65632637 0.61319528 0.56340604 0.27154773 0.29036423 0.31298898 0.53453857 0.72334676 0.69496423 0.32992344] [-1.17919477] [ 0.32657358 0.17249098 0.80551681 0.1835086 0.46962707 0.5182675 0.49928211 0.52399786 0.34547936 0.24015263] [-0.0965767] [ 0.40777128 0.68438005 0.43925396 0.67131702 0.36363334 0.62924928 0.42190237 0.37133511 0.55814753 0.70017996] Progress: 73.7% ... Training loss: 0.298 ... Validation loss: 0.477[-1.35591679] [ 0.50446083 0.22019751 0.76222314 0.18935791 0.59588145 0.42563553 0.58373965 0.41993215 0.37673462 0.28297509] [ 0.14458202] [ 0.61705073 0.546222 0.6259 0.3570885 0.45854876 0.50101479 0.64277101 0.52533262 0.521773 0.48140552] [-0.06369658] [ 0.14601248 0.4758555 0.64012646 0.46292049 0.34859441 0.71366751 0.41450683 0.54151495 0.42069647 0.40890163] [ 0.36821325] [ 0.20761885 0.41353668 0.64554951 0.45339761 0.46344215 0.79564708 0.37969876 0.42647631 0.33912945 0.5095319 ] [-0.34506559] [ 0.50351824 0.48840062 0.6009152 0.36449396 0.43055496 0.53329934 0.61629476 0.57063865 0.44881565 0.44298277] [-0.98666788] [ 0.80082923 0.60863382 0.52935301 0.37634331 0.2670728 0.27530015 0.57952637 0.50258692 0.66842262 0.37893843] [ 0.39300478] [ 0.62993817 0.46591222 0.58224437 0.27492731 0.44705177 0.39994593 0.58598039 0.54004317 0.52670286 0.35039094] [ 0.0751793] [ 0.1594244 0.71641018 0.35457571 0.59330854 0.3491276 0.67784608 0.32865516 0.47568459 0.55294743 0.60037253] [-0.59732163] [ 0.43455671 0.79054776 0.32362113 0.52390649 0.36521308 0.56297189 0.342269 0.51743856 0.57565102 0.63824659] [ 0.04531617] [ 0.435247 0.48878529 0.49674905 0.67693774 0.32237137 0.49394299 0.45032123 0.44115886 0.45564803 0.59544247] [-0.03489758] [ 0.25498097 0.59445965 0.4407576 0.39140189 0.52164375 0.68795153 0.36122321 0.40973074 0.46501069 0.53698513] [-0.16700718] [ 0.56743722 0.67905082 0.58822261 0.41036308 0.37910605 0.48651647 0.50276378 0.43305467 0.68161553 0.57031683] [-0.3454571] [ 0.68298071 0.42443312 0.69663484 0.33268099 0.54230724 0.48651838 0.47074676 0.56763542 0.53950709 0.43864666] [ 1.05196791] [ 0.56932421 0.46934472 0.51214006 0.35184599 0.31334938 0.45949605 0.56616803 0.74160586 0.52311553 0.28574042] [-0.06915917] [ 0.17345073 0.38457212 0.56418838 0.49208026 0.34431645 0.76931679 0.36677994 0.47913288 0.39246975 0.39238913] [-0.32825716] [ 0.6543751 0.50798844 0.54383461 0.54411381 0.40850577 0.46214739 0.39489264 0.38409665 0.51168354 0.60377555] [ 0.09154218] [ 0.37696046 0.51388237 0.52169539 0.66695595 0.54744379 0.76259747 0.42249863 0.48716366 0.49143447 0.56449927] [ 0.48877969] [ 0.16951892 0.60974312 0.38618433 0.74617833 0.388181 0.75418133 0.35684921 0.43201538 0.41908151 0.56212476] [ 0.27983601] [ 0.3130957 0.7202705 0.46431702 0.62388816 0.5082218 0.7124324 0.29741817 0.48274576 0.47875071 0.65576073] [-0.16572666] [ 0.66371785 0.57275492 0.53369152 0.32285787 0.30013918 0.32772202 0.50623366 0.52006851 0.45982342 0.47555502] [-0.4671776] [ 0.41104705 0.40834013 0.64837375 0.37121845 0.37214323 0.56617708 0.44620198 0.50370787 0.44191877 0.40150399] [-0.25156875] [ 0.60296545 0.61987879 0.52770056 0.42257668 0.37286816 0.40287292 0.48538945 0.44063425 0.55057325 0.53122824] [ 0.53178757] [ 0.6657685 0.62081886 0.49900033 0.38017165 0.40312911 0.33491065 0.55588365 0.5405293 0.63499924 0.38498451] [ 0.12047734] [ 0.22672629 0.52362623 0.6330114 0.40401119 0.42854367 0.5998341 0.36994012 0.43262889 0.54062341 0.37118525] [ 1.62356499] [ 0.61085918 0.49693048 0.57327531 0.39387888 0.21504094 0.27464606 0.55912636 0.73660619 0.53905502 0.25818799] [-0.81131901] [ 0.3948196 0.74538847 0.40941402 0.63823463 0.27467284 0.5410663 0.4628619 0.51146197 0.62181216 0.52546983] [-0.21849128] [ 0.67880172 0.65103763 0.4180823 0.38650079 0.34585577 0.34218476 0.51510863 0.44722839 0.60631493 0.39251407] [ 0.00648033] [ 0.36535731 0.6099401 0.52610459 0.4945835 0.38887285 0.62338098 0.45483375 0.56148547 0.56597407 0.57167315] [-0.681016] [ 0.55081786 0.48748394 0.55987652 0.55669689 0.53383916 0.50665386 0.41821729 0.41370713 0.41516753 0.52942844] [-0.40713332] [ 0.28004699 0.3471046 0.63653524 0.45844869 0.37052189 0.44471302 0.49905098 0.54364486 0.4782799 0.43693103] [ 1.24247446] [ 0.74173423 0.51002768 0.49675023 0.58260927 0.32429142 0.32013051 0.58543471 0.43230597 0.59631946 0.52413822] [-0.74102188] [ 0.33066054 0.67785346 0.33490179 0.63073469 0.27144633 0.66495807 0.50048858 0.69597253 0.4709082 0.43224017] [-0.59566854] [ 0.48465877 0.46735371 0.6646156 0.34251457 0.40774395 0.44034533 0.54371385 0.56577041 0.50832406 0.32353936] [-0.09225929] [ 0.43082906 0.69730108 0.45742286 0.62860975 0.42694678 0.62411389 0.45447632 0.53874516 0.54284427 0.7010859 ] [ 0.65015647] [ 0.57890341 0.68313073 0.49025413 0.49751469 0.40331383 0.50616388 0.5208439 0.48739343 0.59193474 0.56090055] [ 0.31579507] [ 0.45529151 0.59574529 0.40409167 0.43968281 0.26186891 0.51509654 0.45012539 0.55398595 0.48791289 0.42677966] [ 0.12405811] [ 0.25255297 0.65974687 0.41115266 0.61656419 0.41814392 0.7355613 0.39818976 0.50525691 0.36841005 0.58167843] [-0.20290035] [ 0.59388659 0.34406694 0.63375025 0.3865575 0.51773688 0.58369504 0.41708215 0.62822663 0.51175128 0.54729151] [ 0.08332541] [ 0.45624988 0.48539418 0.68272997 0.32754436 0.52679848 0.59051511 0.38559823 0.45053544 0.5050542 0.47979198] [-0.93764099] [ 0.26353287 0.54124216 0.43741931 0.48295579 0.38441607 0.51485777 0.43297087 0.65063643 0.61281776 0.26957845] [-0.17361697] [ 0.59661386 0.40116127 0.60728231 0.50390014 0.5943119 0.61333308 0.40006263 0.50086199 0.47708244 0.47380644] [-0.03543471] [ 0.24295787 0.65682909 0.36024643 0.66518625 0.42819876 0.57154876 0.40522593 0.3582149 0.42167005 0.48346216] [ 0.54695162] [ 0.10308325 0.51922617 0.47496837 0.62936176 0.44056433 0.75740794 0.38878367 0.32690292 0.39642524 0.53032566] [-0.22542883] [ 0.25053842 0.59994638 0.46389965 0.50513977 0.47966424 0.63293364 0.39745896 0.46910858 0.51005851 0.41491016] [-0.18328749] [ 0.57942101 0.61994216 0.59351031 0.60981503 0.40582776 0.41724923 0.44259224 0.61314957 0.64698698 0.40470152] [ 0.15067242] [ 0.427071 0.80388295 0.28853887 0.50771883 0.28805581 0.61237225 0.3838241 0.52952856 0.59303056 0.62667336] [ 0.02265212] [ 0.43725133 0.28610421 0.64474825 0.28123376 0.47335639 0.67529329 0.45771365 0.59272877 0.37324404 0.38819677] [ 0.43541334] [ 0.31397332 0.64353938 0.44945041 0.669775 0.46549338 0.67798406 0.38160071 0.47235003 0.5332492 0.57184019] [-0.32896919] [ 0.72356666 0.60249002 0.53692183 0.31475812 0.30467956 0.36686506 0.548976 0.48666515 0.52474797 0.39442997] [ 0.25429888] [ 0.38445897 0.65590707 0.41250509 0.56685761 0.42916041 0.79886595 0.42415651 0.4374863 0.46617553 0.67842081] [ 0.28995316] [ 0.63455537 0.43076455 0.47922474 0.39370551 0.36064798 0.33713804 0.55499451 0.58578596 0.52566868 0.24881197] [ 0.86944407] [ 0.63449066 0.56506677 0.5817386 0.41516031 0.33302929 0.40753781 0.60968276 0.71509589 0.52479227 0.3028973 ] [ 1.19806] [ 0.51381123 0.6613519 0.45698382 0.47523845 0.28108282 0.4501266 0.39622226 0.64362736 0.54174424 0.42247598] [ 0.20094179] [ 0.25673307 0.50228839 0.53883245 0.46097003 0.44196114 0.505998 0.35522457 0.52242536 0.46768753 0.43538593] [-0.67231282] [ 0.3488129 0.72160825 0.3381403 0.69860721 0.2975879 0.56341065 0.42082312 0.55850689 0.46166431 0.48072766] [ 0.33408596] [ 0.59345372 0.52583445 0.6225113 0.34577431 0.46901864 0.4843495 0.55041106 0.53009218 0.5302629 0.4354751 ] [-0.31675113] [ 0.45304544 0.31305584 0.53769825 0.47556405 0.59564391 0.77261391 0.36843217 0.61784444 0.39283653 0.4371674 ] [-0.22537892] [ 0.78575166 0.3556027 0.70974764 0.30843577 0.54722999 0.49940161 0.58361632 0.43317062 0.52185231 0.37629164] [-0.31431363] [ 0.34631817 0.67111663 0.40064965 0.69220394 0.52453718 0.47088462 0.3869641 0.41247786 0.45744489 0.57317788] [-0.29415131] [ 0.35488218 0.72118015 0.34303524 0.68922386 0.22115234 0.47205421 0.37916717 0.59297041 0.59013164 0.491627 ] [ 0.09807851] [ 0.20668404 0.7612981 0.3479655 0.62946516 0.36751606 0.70497061 0.49221987 0.66534722 0.4838998 0.52427237] [ 0.31592807] [ 0.31942704 0.64270254 0.50258545 0.60949386 0.51847958 0.75836665 0.47673107 0.55485763 0.43723904 0.56331701] [ 0.04967016] [ 0.48706219 0.64558061 0.49870783 0.46979486 0.36931623 0.66792389 0.41108507 0.50485837 0.48494662 0.61005297] [-0.57962793] [ 0.52563599 0.68255506 0.39362522 0.46561014 0.34373977 0.51116089 0.38705054 0.55935831 0.58125121 0.54825021] [-0.17663481] [ 0.5817476 0.64009703 0.47501983 0.51897768 0.4037197 0.40566283 0.38878219 0.4638047 0.62880016 0.42844043] [-0.04976614] [ 0.1997215 0.54999012 0.44047076 0.46496628 0.47230995 0.77183515 0.435919 0.49926153 0.5982878 0.54374654] [-0.07110756] [ 0.40079666 0.65645257 0.45689263 0.50661327 0.49868685 0.66452474 0.51445375 0.40778293 0.40899163 0.66034473] [ 1.81648927] [ 0.67885623 0.33192707 0.65846191 0.29138671 0.51202692 0.48738939 0.53725821 0.46988646 0.44264365 0.37543076] [-0.59857774] [ 0.32025229 0.69548761 0.37643184 0.47007853 0.3733118 0.52756189 0.46346509 0.63197355 0.66475854 0.40132684] [ 1.11196246] [ 0.54620039 0.56247962 0.53119666 0.48113168 0.33111574 0.47986335 0.40651807 0.42451929 0.48372233 0.54214534] [-0.19840382] [ 0.60528151 0.53454095 0.53604469 0.4754968 0.29268453 0.32906388 0.53146817 0.5381709 0.52355017 0.39516141] [ 1.28325619] [ 0.73417542 0.51325991 0.61466565 0.26491581 0.34173076 0.40600547 0.54444292 0.42435192 0.5326132 0.42259549] [ 0.00454986] [ 0.15038167 0.50418671 0.59901682 0.6272499 0.35479396 0.75022004 0.368821 0.39309249 0.48913196 0.4104029 ] [ 0.16713244] [ 0.23565479 0.45055254 0.44789367 0.50555076 0.4598227 0.55208063 0.47049349 0.44423697 0.44447783 0.3393143 ] [ 0.07402781] [ 0.20814813 0.61538632 0.51454937 0.55742795 0.41409547 0.51556246 0.32131535 0.46529942 0.54713936 0.4700042 ] [ 0.50406563] [ 0.34492635 0.42077568 0.54499561 0.44565037 0.47803448 0.62722115 0.39993355 0.46116811 0.55533741 0.46822001] [ 0.53853494] [ 0.63086436 0.51669639 0.54004563 0.39002252 0.47233275 0.42476108 0.59568762 0.50079508 0.47325098 0.34818474] [-0.1037979] [ 0.40773406 0.67146818 0.35760466 0.56567043 0.28297288 0.46021291 0.56618926 0.68611568 0.5857184 0.3748545 ] [-0.44188487] [ 0.57558496 0.59424197 0.49594442 0.42670743 0.39555447 0.4729054 0.35918658 0.53114327 0.5799103 0.45791094] [ 0.29048989] [ 0.23253797 0.34903292 0.55104375 0.52020475 0.54266105 0.76972164 0.40146932 0.3652263 0.25952104 0.44541324] [-0.01408634] [ 0.18348312 0.59127349 0.49385987 0.5101155 0.48373586 0.80821969 0.41854336 0.56745791 0.55396171 0.55532038] [-0.57626353] [ 0.71444047 0.66270868 0.57024751 0.29968778 0.40845273 0.5396852 0.55224285 0.50498204 0.70168991 0.65996784] [ 0.23648037] [ 0.17802042 0.55324853 0.49961889 0.47119789 0.3888605 0.73641234 0.35617352 0.43597828 0.4095403 0.5700114 ] [-0.27749017] [ 0.53040556 0.53112398 0.56276441 0.37376159 0.4622834 0.47185018 0.51028642 0.56510958 0.39492512 0.56518645] [ 0.11617899] [ 0.2782578 0.67173123 0.55211112 0.64447979 0.50204629 0.72764915 0.38690072 0.43950979 0.52966423 0.587187 ] [-0.02402463] [ 0.40751205 0.56596305 0.47866314 0.39716777 0.39770003 0.69281871 0.44117949 0.43957604 0.45114698 0.54432217] [-1.32050862] [ 0.50954105 0.61010588 0.36411551 0.57777518 0.29995643 0.26041035 0.58583311 0.62115025 0.61318146 0.53469 ] [ 0.1353158] [ 0.25063703 0.36275751 0.60936312 0.3704587 0.59104966 0.65834343 0.39088535 0.42503384 0.4805529 0.46980583] [-0.2174392] [ 0.30107841 0.56779447 0.40469275 0.57649148 0.39716179 0.71698274 0.40688186 0.51379526 0.4643489 0.48984741] [ 1.20493976] [ 0.50915247 0.3883995 0.64051558 0.31384069 0.5250121 0.62525145 0.42717127 0.60738112 0.55250112 0.47685809] [-0.7792268] [ 0.61532738 0.61540716 0.48204071 0.55076705 0.34957897 0.6792349 0.44876829 0.53827611 0.46068126 0.55727159] [-0.13056751] [ 0.41304028 0.52338473 0.42965069 0.547737 0.41856621 0.43049856 0.49066359 0.49261962 0.5681743 0.29213761] [ 0.396161] [ 0.19341769 0.65732325 0.38443457 0.56510353 0.36369036 0.71548909 0.39186485 0.39490333 0.49280883 0.46961295] [-0.08784908] [ 0.24390617 0.43717307 0.61575586 0.39678952 0.54213579 0.70549564 0.40309843 0.35738233 0.51186323 0.4908652 ] [-0.16381006] [ 0.70430837 0.57178541 0.44327535 0.5900343 0.36198376 0.34586889 0.55384944 0.63494261 0.51253022 0.66770405] [ 0.91880846] [ 0.65367634 0.69715666 0.56500734 0.43091282 0.44455248 0.46785273 0.51334837 0.52237862 0.65980784 0.4824128 ] [-0.32200604] [ 0.36301568 0.66875703 0.44422931 0.65416193 0.41420092 0.62889502 0.37429893 0.48024637 0.51864026 0.49480052] [ 0.12827499] [ 0.20528375 0.49165455 0.54120604 0.58074794 0.45203875 0.74833085 0.32369088 0.41173502 0.42259669 0.47088271] [-0.34919989] [ 0.51626055 0.68327249 0.45753645 0.67099423 0.42687289 0.53471164 0.41208669 0.56535099 0.60306901 0.48451322] [-1.08635837] [ 0.77971606 0.76351437 0.51604694 0.42039118 0.42882896 0.52470345 0.50491933 0.67778479 0.62526876 0.65139039] [-0.00371044] [ 0.3987331 0.67446276 0.40680872 0.52863293 0.50558009 0.64763735 0.34089598 0.40002604 0.48233473 0.66693957] [-0.22912172] [ 0.26772265 0.51791354 0.51410476 0.50170113 0.39080538 0.6069396 0.44651164 0.40170795 0.39890818 0.48931208] [ 0.44939339] [ 0.29583317 0.7367379 0.35426395 0.63985804 0.39864683 0.57307396 0.53311926 0.62487624 0.48354302 0.56101572] [-0.67066639] [ 0.56933496 0.55892436 0.43698699 0.59646547 0.34011948 0.46165072 0.40910962 0.31643928 0.4771566 0.56261683] [-0.07943977] [ 0.70806859 0.61184434 0.53729181 0.44314088 0.39735999 0.41611133 0.4568281 0.64457402 0.63334192 0.37895973] [-1.4154711] [ 0.436846 0.36183103 0.52372005 0.48407583 0.42013174 0.5375637 0.53717727 0.68728108 0.38812172 0.31651484] [ 0.24705993] [ 0.6002039 0.6944606 0.5012679 0.49267766 0.36456741 0.35388033 0.45969056 0.50130735 0.69260524 0.43255055] [-0.90002121] [ 0.39402629 0.57515555 0.64148622 0.24531585 0.37223778 0.4448674 0.57117528 0.62131779 0.55719366 0.36996007] [ 0.1121856] [ 0.27063431 0.49179241 0.62713374 0.41592787 0.60463291 0.58456358 0.333493 0.38871772 0.48182656 0.45112982] [-0.29853721] [ 0.31726849 0.35913017 0.62025468 0.37962543 0.51876509 0.6912773 0.50891655 0.40789661 0.40395669 0.47467693] [ 0.27347863] [ 0.29487788 0.20834803 0.77282489 0.30797502 0.51281306 0.64842772 0.39503549 0.35388448 0.27722458 0.40376062] [-0.72139531] [ 0.48402598 0.66193474 0.48096436 0.58685701 0.26659916 0.5295772 0.43092171 0.42949258 0.5480791 0.48021387] [ 0.11738397] [ 0.23042432 0.78585499 0.2934302 0.76490095 0.37018436 0.58318237 0.44742592 0.52664708 0.46155558 0.76746938] [-0.25240699] [ 0.21970692 0.74280577 0.44350922 0.6430798 0.30804736 0.71243329 0.442749 0.59167251 0.4910506 0.51487705] [ 0.04460139] [ 0.72917956 0.62916776 0.61170777 0.3977246 0.31449913 0.42582175 0.65612042 0.7376988 0.62846595 0.42139436] [-0.56544122] [ 0.42336684 0.72563556 0.38007523 0.53006208 0.40035502 0.46538412 0.46833024 0.29551331 0.57427889 0.55478998] [-0.49201317] [ 0.49089415 0.59793893 0.44153297 0.62144172 0.39994773 0.49995579 0.41018914 0.27556236 0.45454171 0.51115666] [ 0.10598616] [ 0.24576816 0.68209442 0.31521222 0.53421879 0.31242033 0.63660467 0.39227522 0.57462405 0.61812956 0.45342241] [ 0.11936705] [ 0.23010161 0.55750671 0.67761398 0.3679066 0.47345773 0.60511181 0.43187494 0.42569889 0.53209364 0.55588849] [-1.03190591] [ 0.2166751 0.50818955 0.61153317 0.40847573 0.36962154 0.56210124 0.48121132 0.54818956 0.54923388 0.31568234] [ 0.11975725] [ 0.41910652 0.74171663 0.37283803 0.45983799 0.31463363 0.58712618 0.40042095 0.57695564 0.63018777 0.51340854] [-0.18522951] [ 0.66217293 0.5283274 0.51851858 0.44829496 0.30356562 0.44279791 0.53625796 0.60090515 0.48023842 0.30426551] [-0.22995481] [ 0.63623474 0.56256447 0.43996991 0.42996642 0.40287882 0.42187221 0.47243369 0.4815614 0.52366523 0.56045896] [-0.20457622] [ 0.33118401 0.61595836 0.3538329 0.59519008 0.44632208 0.64827517 0.41764299 0.63793397 0.60323067 0.38427904] [ 0.54507022] [ 0.21709549 0.46849352 0.5288062 0.58203412 0.44599199 0.74238637 0.31424941 0.35208411 0.41271651 0.54757466] [-0.07362037] [ 0.32215228 0.53237899 0.46942213 0.50353871 0.39705781 0.60798504 0.46654551 0.34973438 0.51326768 0.56699715] [-0.23397782] [ 0.37546607 0.42975139 0.63088632 0.27683953 0.40267706 0.55201652 0.46154126 0.44238117 0.40486035 0.36076383] [ 0.08087469] [ 0.5236288 0.53102881 0.56666933 0.42497312 0.47793892 0.43968105 0.64036082 0.47692181 0.5518543 0.4229632 ] Progress: 74.0% ... Training loss: 0.301 ... Validation loss: 0.481[ 0.20161536] [ 0.19346257 0.64416651 0.52427021 0.47778346 0.4422923 0.72417014 0.31744767 0.47004731 0.54867924 0.53586737] [ 0.25058731] [ 0.7531873 0.31240449 0.67599703 0.18950921 0.48617309 0.3956159 0.54935267 0.45518797 0.51251391 0.3602314 ] [ 0.0076157] [ 0.49051029 0.6081559 0.42065331 0.43586347 0.35925393 0.32659224 0.4807029 0.46757711 0.56451907 0.50079919] [ 0.36028813] [ 0.27358495 0.62598005 0.4926584 0.42937795 0.51687885 0.75211965 0.36904824 0.39854575 0.42990614 0.67014566] [ 0.20467628] [ 0.36378458 0.79274168 0.29769915 0.7121235 0.2953108 0.71630181 0.3096248 0.45118586 0.56260483 0.72676946] [-0.53004192] [ 0.67063598 0.39550735 0.62591428 0.31337764 0.55518528 0.48066377 0.57198618 0.43553475 0.45981527 0.40969887] [ 0.98669193] [ 0.74701625 0.38385043 0.66986122 0.24311027 0.4495556 0.29365964 0.6113153 0.48040512 0.53705603 0.42835738] [ 0.6119653] [ 0.69446959 0.59963408 0.58642538 0.27771068 0.43592134 0.45548727 0.5547047 0.56802814 0.61823955 0.40623734] [ 0.46687545] [ 0.14595806 0.55339155 0.50063142 0.60351478 0.37281395 0.76166668 0.34230932 0.47816168 0.36988941 0.47854871] [ 0.02317806] [ 0.40790655 0.69690478 0.27889672 0.72344752 0.39333463 0.6055417 0.33696533 0.44206661 0.45567774 0.6653113 ] [ 0.31877219] [ 0.32031274 0.6491318 0.46189672 0.64322028 0.35403531 0.60848614 0.54379028 0.58457228 0.51584856 0.46624937] [ 0.04287238] [ 0.23029869 0.62404914 0.53919465 0.42932899 0.41107655 0.68016706 0.47393593 0.49250182 0.51438957 0.56028177] [ 0.3443425] [ 0.59822151 0.61349416 0.62486083 0.45977712 0.53427924 0.53710144 0.39930757 0.46289543 0.55721788 0.52250364] [ 0.12443262] [ 0.3019694 0.6837374 0.33466618 0.59251624 0.42728876 0.58651773 0.35425772 0.43172043 0.44304344 0.71081622] [ 0.17483445] [ 0.46371055 0.49019775 0.4593324 0.43180752 0.33773633 0.59269057 0.50366563 0.60815868 0.41540849 0.35124291] [ 0.48478594] [ 0.29018372 0.66241674 0.52840491 0.41622602 0.32391074 0.57605059 0.40894482 0.58935962 0.52566591 0.40114736] [ 0.04554958] [ 0.30989213 0.2183633 0.7693845 0.30898685 0.50265209 0.63879997 0.40108777 0.36375143 0.28833261 0.4014637 ] [ 0.01876086] [ 0.34674601 0.58525522 0.47230993 0.52682382 0.52887461 0.72884824 0.41510944 0.47989193 0.38362332 0.57112036] [ 0.20849752] [ 0.23956052 0.34425239 0.6685827 0.36711208 0.48175693 0.65058583 0.3663109 0.31281247 0.34762072 0.3958781 ] [ 0.23468369] [ 0.25483152 0.62585099 0.49525595 0.6165694 0.51782454 0.77788535 0.38964223 0.49837643 0.54334577 0.60302397] [-0.50490945] [ 0.36905771 0.63303235 0.40150516 0.51531523 0.39481851 0.68471732 0.35796849 0.62470369 0.42925575 0.51157501] [ 0.36662865] [ 0.20960269 0.57203139 0.4554099 0.46839867 0.36050774 0.8042075 0.28952688 0.4263088 0.37506537 0.56586335] [-0.39317798] [ 0.54671187 0.33127382 0.62765861 0.37391255 0.50126875 0.701815 0.45545043 0.52272025 0.39720732 0.48012992] [ 0.70256187] [ 0.57832459 0.68312474 0.48996557 0.49817867 0.40355862 0.50721917 0.52046397 0.48683817 0.59161891 0.56198699] [-0.25651178] [ 0.6325624 0.4035001 0.64744905 0.29389318 0.50095296 0.53144092 0.45053202 0.44691292 0.52347777 0.45109369] [ 0.17852788] [ 0.13765845 0.3926179 0.64652907 0.29413243 0.54589844 0.64655193 0.42503398 0.38664929 0.38375467 0.43615634] [ 0.27543795] [ 0.25595439 0.37517552 0.60854813 0.41150618 0.5421244 0.76941553 0.34035853 0.45777074 0.34843414 0.50175692] [ 0.42414847] [ 0.76641155 0.64262516 0.52831049 0.36481051 0.31628582 0.24779809 0.54683473 0.66841411 0.5869028 0.50264204] [ 0.21010164] [ 0.36503906 0.6953268 0.35205596 0.3634097 0.28879454 0.6010749 0.44416842 0.48010144 0.53578588 0.47821342] [-0.10965114] [ 0.37204484 0.57836414 0.47484003 0.45822572 0.52828976 0.64659405 0.40643922 0.47414381 0.39899092 0.56274587] [ 0.60667303] [ 0.28642553 0.77140463 0.35134248 0.6524394 0.30495146 0.64797513 0.33245469 0.47646244 0.58959183 0.65369428] [-0.88727468] [ 0.26201884 0.43164876 0.50843168 0.35508993 0.449788 0.50029699 0.41853881 0.50278313 0.37715486 0.29479528] [ 0.31423935] [ 0.66837065 0.6777852 0.37515212 0.49786121 0.29188808 0.49540786 0.45188459 0.3980804 0.58577413 0.47033733] [-0.11827025] [ 0.70290283 0.73385726 0.52348071 0.50916406 0.46817265 0.48811434 0.49186086 0.55570269 0.61864113 0.59715946] [-0.96393165] [ 0.79883035 0.7160243 0.46778411 0.35139556 0.38678632 0.37504039 0.49993446 0.48370263 0.66393944 0.67274585] [ 0.30714094] [ 0.24696869 0.53629193 0.36513686 0.692765 0.41333179 0.75274004 0.38062867 0.55399866 0.43986924 0.56129071] [-0.90999899] [ 0.81720384 0.72005252 0.54686135 0.37094404 0.35761242 0.44969489 0.62774578 0.53419331 0.6420501 0.46647892] [ 0.05038185] [ 0.40766398 0.66935869 0.43647809 0.56976736 0.31519952 0.73818958 0.38984068 0.37871436 0.59645924 0.6762608 ] [-0.23837847] [ 0.73395868 0.46390398 0.66283971 0.3451959 0.53077803 0.5325743 0.55357773 0.47095806 0.51386646 0.59743596] [ 0.06903555] [ 0.43835735 0.70314317 0.48776852 0.34383919 0.44238624 0.55643132 0.50915624 0.608135 0.53569953 0.44588963] [ 1.42977306] [ 0.57388509 0.71741163 0.4209365 0.59733443 0.38962618 0.32239012 0.54509498 0.63845587 0.72772438 0.27198713] [ 1.22194821] [ 0.63492241 0.49583346 0.64478696 0.30203138 0.45643383 0.35071821 0.54519164 0.65247894 0.56764081 0.28926431] [ 1.06682681] [ 0.63129708 0.44751722 0.5959687 0.32257229 0.38327845 0.46360573 0.43957891 0.41371402 0.40894035 0.46478644] [ 0.05898696] [ 0.25449196 0.33499866 0.57050498 0.48872597 0.5798082 0.75886059 0.40827504 0.41511381 0.42339374 0.44310592] [-0.65370153] [ 0.76005705 0.77863186 0.42256008 0.40318584 0.23618455 0.49421992 0.52494359 0.46566524 0.63487899 0.6172069 ] [-0.15963497] [ 0.30244813 0.55226542 0.43544386 0.65681297 0.35641576 0.64486905 0.40781425 0.40910076 0.41075151 0.43841231] [ 0.04562914] [ 0.50476923 0.5796537 0.50813594 0.20745946 0.31592012 0.3972045 0.49986429 0.68793737 0.5590375 0.29193951] [-0.83472091] [ 0.45977029 0.53887013 0.69285006 0.26911688 0.50077218 0.47416469 0.47568824 0.51342154 0.52863893 0.42042587] [ 0.97446304] [ 0.67835132 0.55337185 0.52801649 0.44284671 0.31266585 0.3543756 0.5945431 0.6479784 0.59117986 0.26715001] [ 0.06742215] [ 0.18214194 0.37776967 0.61342192 0.44177206 0.45281938 0.69106802 0.512751 0.40180825 0.41672645 0.44508712] [-0.19118384] [ 0.18983415 0.56810698 0.50368079 0.44191707 0.40795122 0.68326694 0.3666747 0.47485918 0.39582466 0.42172889] [-0.14387693] [ 0.17561631 0.61436862 0.50869201 0.40849901 0.39082798 0.68480422 0.34455592 0.43385855 0.40129904 0.41721603] [ 0.01395643] [ 0.44485524 0.81358529 0.39388401 0.62515997 0.4310486 0.71771688 0.42569607 0.52856601 0.59386574 0.73274397] [ 0.19203523] [ 0.29160353 0.70797978 0.4662861 0.67536236 0.39427966 0.74159211 0.37349314 0.56198428 0.55646475 0.62330692] [-0.24600466] [ 0.43413988 0.41800825 0.64739073 0.28634407 0.58415026 0.58123767 0.47351197 0.46515579 0.52451352 0.45524365] [ 0.26919788] [ 0.30983408 0.60827314 0.32520026 0.68302842 0.42228641 0.66314893 0.32692518 0.41072461 0.41883125 0.55441418] [ 0.18270729] [ 0.34913471 0.41397725 0.59298475 0.55263129 0.4565882 0.61742617 0.44398946 0.49278419 0.31458256 0.48814982] [-0.77714459] [ 0.78049844 0.53494655 0.55554547 0.29909816 0.40829102 0.37660024 0.51215136 0.46021788 0.4567447 0.60632745] [-0.14813599] [ 0.23812051 0.51373703 0.55397856 0.53851895 0.37974194 0.60667959 0.49365048 0.53507396 0.39986242 0.4208835 ] [-1.28575628] [ 0.66180545 0.58786769 0.53288025 0.31737578 0.37152095 0.4079032 0.66669104 0.73156765 0.61021122 0.3093956 ] [ 0.49253572] [ 0.1725717 0.54936239 0.47067539 0.61239295 0.46943628 0.66335189 0.30603395 0.47598684 0.57093026 0.49340158] [ 0.45139935] [ 0.27540899 0.62346994 0.43659965 0.60399666 0.35722374 0.60746465 0.3471757 0.57293353 0.58145428 0.51577454] [-0.38660357] [ 0.47119318 0.62721712 0.53360108 0.52749467 0.48438741 0.50332881 0.40594166 0.57348185 0.63651866 0.62502059] [ 0.27791538] [ 0.30732146 0.34589738 0.69320454 0.28626673 0.59774568 0.77152615 0.38159703 0.34515941 0.30903958 0.59464619] [ 2.26482969] [ 0.63379559 0.56322248 0.54900314 0.37649485 0.22104345 0.28408517 0.54160562 0.71842006 0.54119423 0.28845565] [-0.45202058] [ 0.61069106 0.69659479 0.42595687 0.51650849 0.27306727 0.56251511 0.43669957 0.41133029 0.58957656 0.57803898] [ 0.25129959] [ 0.35947277 0.49203933 0.56506802 0.454651 0.29375527 0.57786588 0.40057886 0.56750269 0.57418663 0.31899831] [-0.25944791] [ 0.45328127 0.67546475 0.36375737 0.64944167 0.4196973 0.5345318 0.48986987 0.48979671 0.54695733 0.53249233] [ 0.87069944] [ 0.45459007 0.5761641 0.59938894 0.31028566 0.44575555 0.61665341 0.40679862 0.45388717 0.59894734 0.53519362] [ 1.70954476] [ 0.56378042 0.68577398 0.46203531 0.39969408 0.27732178 0.3471883 0.63692621 0.73925809 0.65660181 0.26163411] [ 0.67987017] [ 0.50207021 0.63258511 0.45899669 0.33759923 0.39707362 0.45890733 0.55526295 0.493142 0.51977921 0.40275334] [ 0.3723753] [ 0.51077432 0.71493208 0.40892422 0.61002719 0.24883771 0.42233013 0.51677491 0.71029021 0.61073674 0.48181088] [ 0.22399044] [ 0.66990649 0.63513726 0.51574745 0.56224208 0.2992612 0.32818269 0.45286992 0.4679253 0.6442753 0.52268081] [-0.11013549] [ 0.21560156 0.28065321 0.70623303 0.31048948 0.51820726 0.69638657 0.45453615 0.41651572 0.47309591 0.41757764] [-0.1929494] [ 0.30233763 0.53782997 0.5235162 0.45675039 0.45308503 0.70616154 0.47010916 0.43295736 0.47289059 0.53084004] [-0.69413907] [ 0.32116853 0.54192634 0.53295725 0.59899895 0.32847477 0.62176511 0.46062577 0.58375967 0.41018363 0.36425343] [-0.29281941] [ 0.65800591 0.65898602 0.49308464 0.38334891 0.34204296 0.409708 0.44358829 0.56888777 0.67448357 0.51644977] [-0.07356823] [ 0.6542858 0.6740736 0.52732043 0.57403982 0.4068017 0.58992552 0.52910913 0.63836419 0.58729397 0.60412455] [ 0.14089817] [ 0.24384393 0.54577944 0.3640944 0.61042005 0.42490582 0.70070811 0.4015357 0.4454766 0.42462038 0.37759139] [ 0.88603833] [ 0.30742606 0.67257938 0.44583442 0.63563694 0.45682331 0.54275578 0.39319994 0.58870699 0.55076371 0.52680809] [ 0.21643304] [ 0.36429479 0.7173541 0.29843247 0.6464916 0.31296415 0.59715067 0.47522305 0.62906514 0.49138886 0.69630934] [ 0.46559653] [ 0.14596383 0.49539694 0.6350444 0.49257343 0.38576243 0.84752943 0.36163355 0.46206787 0.38734558 0.51657383] [-0.24369419] [ 0.39966604 0.70297663 0.35611364 0.74245597 0.32260522 0.53137614 0.36845042 0.3147981 0.51521841 0.53400646] [-0.09244074] [ 0.50369428 0.75241489 0.48574155 0.56871676 0.24946463 0.44698633 0.43796295 0.52704813 0.65976433 0.5362568 ] [ 0.16393253] [ 0.20429452 0.61531544 0.51297385 0.5597177 0.41678043 0.524094 0.31892061 0.45895921 0.54382275 0.47537848] [ 0.08990969] [ 0.22128807 0.60406998 0.52421848 0.39097368 0.39353823 0.56378206 0.46995107 0.64591791 0.62164705 0.39604088] [ 0.59993747] [ 0.09170571 0.38374521 0.64627161 0.46229656 0.54625816 0.80516339 0.39771044 0.25744757 0.39091901 0.4583135 ] [ 0.63670373] [ 0.36303415 0.62889231 0.39851947 0.65048384 0.34894021 0.56298585 0.42388078 0.52367887 0.50326101 0.51841972] [ 0.47967768] [ 0.15417044 0.54497766 0.43732743 0.69838343 0.50099439 0.76870869 0.43919439 0.41407928 0.45051438 0.54728416] [ 0.17654022] [ 0.16222828 0.58256953 0.51345757 0.64746131 0.3463001 0.67010435 0.32914019 0.34137452 0.41368066 0.4537578 ] [-0.05769436] [ 0.41736148 0.3772972 0.63083723 0.18958867 0.39622008 0.33077049 0.58174031 0.56942124 0.55098627 0.2169429 ] [ 0.01870164] [ 0.54440654 0.73203987 0.43216744 0.43526311 0.35821257 0.47429788 0.50077703 0.47827125 0.66930038 0.58508 ] [-0.12873322] [ 0.69100038 0.56068482 0.58348677 0.46505861 0.37572246 0.44806708 0.49506846 0.68787023 0.60407312 0.36081909] [ 0.37705996] [ 0.76220358 0.64909108 0.52419054 0.39070898 0.32717853 0.38488361 0.62029191 0.51680623 0.66212311 0.5196352 ] [ 0.61025649] [ 0.50823947 0.67783793 0.39650661 0.65477397 0.28736322 0.48495168 0.45848343 0.44064268 0.59026049 0.46969164] [-1.18486383] [ 0.48812687 0.67471411 0.48818497 0.56070656 0.22866823 0.46213739 0.43103582 0.57239579 0.5006027 0.47437613] [ 0.93131657] [ 0.64975673 0.62291615 0.53964873 0.39696796 0.36205879 0.47428405 0.52813347 0.56650422 0.48776828 0.50096927] [ 0.25515989] [ 0.15428939 0.32568784 0.75077004 0.37780664 0.47754857 0.78786389 0.38424607 0.31956008 0.29316288 0.4312844 ] [ 0.17060535] [ 0.52894565 0.72090683 0.47533907 0.59440268 0.30857864 0.5796085 0.55508423 0.65344738 0.6351424 0.52091771] [ 0.28457321] [ 0.37388775 0.5760121 0.51387375 0.63421007 0.52961375 0.80373309 0.41706351 0.57150718 0.3810046 0.56721671] [-0.05126373] [ 0.40270738 0.50286369 0.60285661 0.39592569 0.51450092 0.66627353 0.37604288 0.48769836 0.52337261 0.55729238] [-0.27344382] [ 0.25282705 0.54400121 0.49634977 0.45102978 0.36595864 0.52770009 0.38658174 0.48901645 0.45348254 0.35918028] [-0.08386491] [ 0.23084657 0.41766725 0.65856234 0.42447138 0.3891085 0.73311509 0.40501324 0.38747951 0.39492498 0.43407567] [ 0.8895565] [ 0.45734969 0.43021983 0.62285762 0.37083976 0.50344406 0.56946804 0.46902613 0.49360261 0.34922791 0.50598741] [-0.30100805] [ 0.7588777 0.62549783 0.48852616 0.37397344 0.3201942 0.3999954 0.51832397 0.42929603 0.62982121 0.5137194 ] [ 0.13375525] [ 0.29514435 0.36429715 0.7175924 0.36256811 0.46132351 0.68027168 0.41507952 0.45509718 0.49738564 0.46840257] [ 0.10344717] [ 0.43320138 0.48877694 0.49636744 0.67768215 0.32345662 0.49641431 0.44951033 0.43923364 0.45483857 0.59737149] [ 0.18906683] [ 0.16603838 0.54773956 0.44119125 0.67171293 0.34248893 0.81083301 0.37210678 0.48996307 0.4337561 0.46433157] [ 0.12411131] [ 0.52399664 0.66746753 0.4008282 0.48270423 0.45984641 0.60168722 0.51556745 0.46328108 0.51781015 0.63658785] [-0.17745145] [ 0.43704074 0.46190394 0.62411804 0.36914011 0.46365865 0.63872512 0.54848225 0.49478582 0.38351088 0.44518166] [ 0.36053923] [ 0.18736507 0.39934282 0.4922321 0.38642111 0.48912097 0.71350502 0.40100126 0.2918231 0.42501146 0.49093141] [ 0.0781264] [ 0.50844486 0.72038112 0.51588934 0.62465719 0.32884991 0.55832741 0.52140904 0.53960539 0.61599965 0.55217728] [ 0.34736282] [ 0.16446802 0.44950888 0.54541333 0.38165565 0.5403453 0.7651035 0.39610565 0.39771772 0.44828188 0.5678997 ] [ 0.02861697] [ 0.37034576 0.70410342 0.3847451 0.61695853 0.48260931 0.75480289 0.49949225 0.5455008 0.5035416 0.64955393] [ 0.68111661] [ 0.11247595 0.48421893 0.53266331 0.66492495 0.42003401 0.81392684 0.33301656 0.30586763 0.41166313 0.48287815] [ 0.03530544] [ 0.15210754 0.56774209 0.55664058 0.57715411 0.30160757 0.75974206 0.35525269 0.44223144 0.47025388 0.45915865] [-0.8682807] [ 0.47206102 0.49151833 0.70569901 0.27296532 0.44906682 0.43705122 0.52573609 0.70360205 0.50709352 0.36091009] [ 0.35398838] [ 0.17596855 0.23035877 0.66048239 0.37547008 0.58472302 0.70894851 0.32930709 0.28462828 0.26878923 0.37106051] [ 0.34801327] [ 0.156568 0.50200497 0.44176245 0.40721837 0.49088447 0.67788205 0.38921099 0.34821423 0.47407072 0.4444517 ] [ 0.675747] [ 0.56829925 0.54965361 0.55100005 0.52963243 0.28271012 0.49506406 0.40865704 0.53801297 0.57271042 0.52016788] [ 0.00910934] [ 0.21392503 0.67276961 0.42554654 0.63898186 0.33815578 0.53605478 0.40491487 0.52057897 0.51941718 0.52538588] [-0.30775208] [ 0.30886691 0.54842919 0.52936751 0.44409719 0.42113712 0.5908982 0.35529551 0.48161907 0.51786544 0.48654312] [-0.13133457] [ 0.34410898 0.58871557 0.37020445 0.64430018 0.44169826 0.7534338 0.3888121 0.63100224 0.59501534 0.4442522 ] [ 1.80098509] [ 0.58020741 0.48089496 0.51401332 0.29284862 0.30207449 0.36487559 0.57474202 0.74838111 0.54946224 0.21220551] [-0.38165989] [ 0.47131788 0.54615344 0.58475051 0.5858746 0.45068516 0.41535102 0.41983455 0.50594978 0.6050133 0.34236296] [ 0.34013361] [ 0.50000022 0.55601229 0.35681629 0.39791875 0.38170627 0.48646939 0.4268564 0.4424134 0.48726564 0.43169506] [ 1.12211266] [ 0.74251154 0.50452722 0.643493 0.30513049 0.39071772 0.40714157 0.51557173 0.46348386 0.65392287 0.47747652] [-0.47093456] [ 0.8148156 0.5727747 0.65039116 0.22910302 0.45874513 0.55710012 0.6451246 0.49495928 0.49745841 0.56873797] Progress: 74.3% ... Training loss: 0.331 ... Validation loss: 0.506[-0.1879838] [ 0.17858113 0.45161213 0.5148195 0.56543352 0.470526 0.70402467 0.42982448 0.47295115 0.53577019 0.43955843] [-0.08153786] [ 0.39646612 0.7028994 0.39848504 0.71312548 0.24821158 0.70332813 0.33958312 0.39703496 0.51496728 0.64655117] [-0.04358849] [ 0.61477946 0.46601428 0.62014824 0.3674082 0.47054846 0.60435448 0.54809812 0.57198435 0.53642997 0.55726169] [ 0.07009108] [ 0.73398781 0.52754887 0.51678117 0.39356433 0.33742342 0.25969051 0.48104164 0.42730722 0.58117378 0.4346738 ] [-0.64097763] [ 0.3212445 0.52332004 0.47396857 0.53684767 0.44243115 0.52531375 0.41150542 0.34645568 0.51437951 0.42568766] [-0.74778571] [ 0.22868227 0.64106042 0.56541711 0.42925929 0.38187189 0.57678149 0.43107287 0.50917875 0.49432691 0.45868329] [-0.7112676] [ 0.78888671 0.64887566 0.47440628 0.35793152 0.3336775 0.31924484 0.499556 0.55765254 0.58856569 0.52218514] [ 0.34908691] [ 0.38261018 0.61934741 0.58090967 0.29261687 0.33269149 0.48033314 0.44970665 0.43106068 0.51762338 0.36753801] [-0.61530427] [ 0.44453897 0.74961094 0.32835508 0.71014432 0.41078078 0.66329091 0.39551017 0.67998299 0.5770425 0.53905914] [ 0.37501507] [ 0.12779237 0.52960598 0.4887608 0.54146577 0.52559718 0.6550984 0.36093046 0.23757235 0.35807578 0.51312737] [-0.80628104] [ 0.47867072 0.70573587 0.50209984 0.54261346 0.36442408 0.61982378 0.3963495 0.58145201 0.5849539 0.55341532] [ 1.73269633] [ 0.72161699 0.54821587 0.65235601 0.27827909 0.39469138 0.45549554 0.56811609 0.48062347 0.50003046 0.40006241] [-0.18387074] [ 0.63836564 0.65604308 0.62589966 0.42356184 0.42259178 0.42801419 0.56582271 0.55343487 0.67010175 0.44726125] [-0.47040272] [ 0.72060878 0.4715017 0.5496766 0.48595741 0.3471398 0.48287578 0.39168922 0.46224145 0.549018 0.43406708] [-0.3199032] [ 0.30318294 0.65463262 0.41807429 0.69293694 0.27121742 0.63162003 0.37544955 0.35275625 0.52070453 0.51609277] [-0.59933947] [ 0.43295786 0.37447683 0.52047263 0.48287839 0.4815289 0.63409063 0.451686 0.54637625 0.36696107 0.48900306] [-0.13940114] [ 0.17044126 0.43830819 0.54093847 0.46806168 0.47458335 0.64684902 0.48931958 0.50527989 0.49425352 0.48747346] [-0.77869711] [ 0.51858949 0.4908125 0.54750106 0.46163822 0.51664702 0.62915709 0.42231358 0.49826527 0.47690939 0.46437398] [-0.91624136] [ 0.38736168 0.38319995 0.7158034 0.1970937 0.36985035 0.53806675 0.52756924 0.59284 0.48589242 0.31505905] [-0.26020245] [ 0.59077541 0.42194394 0.62086548 0.3463285 0.45581899 0.45518864 0.6179615 0.53989057 0.45269568 0.39756767] [ 0.17793818] [ 0.2296947 0.53554728 0.49468931 0.35522456 0.43256975 0.58996932 0.4133147 0.43243331 0.52501439 0.41998445] [ 1.80363098] [ 0.65011596 0.60042192 0.48877584 0.39813828 0.35831198 0.26281604 0.5387132 0.57670288 0.64957708 0.27742137] [-0.06520807] [ 0.52437178 0.69931326 0.45734243 0.50029459 0.36114748 0.66477982 0.46724776 0.4956963 0.53569126 0.56450462] [ 0.12533182] [ 0.29952377 0.55221751 0.52548525 0.56478947 0.58011043 0.64763296 0.42145254 0.3855622 0.50593947 0.64470403] [ 0.77194163] [ 0.42506722 0.7386235 0.44028194 0.49762651 0.20311088 0.39657439 0.48221191 0.66916591 0.58849051 0.40097163] [ 0.44611205] [ 0.83194927 0.45676084 0.51438399 0.27639147 0.37547184 0.30322328 0.54834368 0.40864707 0.60415009 0.35608603] [ 0.09843588] [ 0.48350825 0.63657475 0.38179698 0.53212267 0.31758259 0.42114814 0.49102997 0.56193002 0.60618128 0.45194163] [-0.13787839] [ 0.29043688 0.38285969 0.69218509 0.38177803 0.48812405 0.7130364 0.3911092 0.41156408 0.43651625 0.45343241] [-1.97540849] [ 0.55173866 0.7285768 0.40424785 0.57345921 0.16893588 0.26452639 0.49439246 0.67878155 0.68630307 0.27564199] [-0.85012597] [ 0.26332553 0.70528901 0.38808098 0.68629143 0.29178957 0.5803067 0.42611799 0.58915824 0.51915687 0.44157892] [-0.13688863] [ 0.57067723 0.57983726 0.44848711 0.3979712 0.36921826 0.69555991 0.45312994 0.49757633 0.51605411 0.60433083] [-0.72708115] [ 0.30264013 0.47044792 0.63311261 0.35095897 0.42555088 0.51967911 0.49192211 0.47800595 0.51334865 0.38272781] [ 0.16358525] [ 0.11897137 0.42730726 0.55584228 0.53382819 0.40221745 0.80040085 0.39411118 0.39544138 0.43808919 0.48183442] [-0.6331279] [ 0.47052793 0.51444651 0.49603115 0.49335796 0.47048103 0.51070645 0.46495594 0.52059565 0.41937438 0.55590151] [ 0.47589553] [ 0.63958434 0.70085982 0.45914083 0.57097333 0.29732132 0.40154039 0.59915524 0.62931209 0.62352226 0.36893231] [-0.1697791] [ 0.26178074 0.54871131 0.60066191 0.43324163 0.43472642 0.75113255 0.43579568 0.51439366 0.4756958 0.57445515] [ 0.24472478] [ 0.62464738 0.6004146 0.5046556 0.43656242 0.33050264 0.34881522 0.53773585 0.43063271 0.6866247 0.41007339] [-0.13306588] [ 0.16494436 0.64134207 0.41759555 0.52636245 0.33826251 0.72551119 0.32416024 0.49311924 0.44214673 0.47850464] [-0.07806959] [ 0.30863008 0.51856216 0.3501814 0.53848084 0.51056556 0.79079436 0.39713224 0.5776479 0.42710348 0.44894977] [-0.60296299] [ 0.35433163 0.56263723 0.43047677 0.58093324 0.35542443 0.6855308 0.38598717 0.62866205 0.50505042 0.54191322] [-0.22886591] [ 0.38158984 0.55650619 0.5089021 0.45381613 0.46723311 0.63109155 0.4069226 0.64246421 0.52907587 0.47865742] [ 0.36095483] [ 0.14489849 0.55190181 0.49740693 0.51010117 0.48971026 0.73991977 0.40978295 0.29362442 0.38790133 0.55525981] [-1.21287222] [ 0.71781501 0.65530006 0.50073863 0.41109238 0.42424014 0.34371405 0.58648164 0.71607343 0.64096886 0.2872276 ] [ 0.28419483] [ 0.57570034 0.63372701 0.45082118 0.47457371 0.34994108 0.38829992 0.44134768 0.55139256 0.67125995 0.42266556] [-0.5601555] [ 0.41583652 0.58471563 0.5507213 0.63815369 0.44724364 0.64003422 0.42297989 0.46041456 0.4756646 0.49357687] [ 0.71078947] [ 0.65158 0.60206524 0.52837483 0.37035687 0.47647638 0.42443177 0.59899719 0.47016752 0.63796642 0.45556937] [-0.25132783] [ 0.37370058 0.73610069 0.35669691 0.6644537 0.35372307 0.65824409 0.3529322 0.48462919 0.51062002 0.65570565] [-0.84551606] [ 0.65193089 0.64066689 0.52130763 0.45198667 0.50422417 0.51506254 0.59252765 0.50047427 0.58333165 0.55625446] [-0.25423433] [ 0.43158302 0.73592702 0.50146896 0.62162851 0.34751975 0.58514365 0.36056001 0.54483604 0.5753776 0.53876598] [-0.24874835] [ 0.15425293 0.51693552 0.58591182 0.44299643 0.42675523 0.64599219 0.49965046 0.46781327 0.47397992 0.48988635] [-0.6176424] [ 0.76091343 0.62157253 0.48712577 0.41686578 0.3710183 0.31291161 0.48671127 0.50759545 0.59215528 0.47148106] [ 0.0553836] [ 0.28106831 0.5709962 0.46607294 0.58330281 0.42232095 0.76717192 0.53992291 0.59210064 0.36371047 0.47925814] [ 0.02116263] [ 0.27184668 0.7507909 0.32184993 0.65140196 0.42463796 0.73063556 0.44612114 0.58337206 0.52360745 0.78993539] [-0.79384958] [ 0.37961512 0.63309994 0.40569557 0.50864622 0.38790533 0.67015536 0.36405699 0.63824203 0.43715536 0.49829084] [-0.4786913] [ 0.49025116 0.55291212 0.54331778 0.58803568 0.36988665 0.38507192 0.49157572 0.71313082 0.57211954 0.31604234] [-0.36031294] [ 0.51286465 0.75245157 0.48856839 0.56435274 0.24593789 0.43546019 0.44226049 0.53664052 0.66456358 0.52750459] [ 0.17934595] [ 0.71176661 0.40555142 0.57762843 0.2907034 0.37879275 0.38645043 0.53181473 0.63593476 0.48955093 0.27356279] [ 0.1891678] [ 0.21015407 0.51677035 0.45262844 0.37692157 0.46535311 0.64031571 0.34609229 0.40009181 0.47513268 0.42672368] [-0.13014171] [ 0.37929254 0.68627504 0.52294054 0.51237399 0.33809408 0.56565486 0.52681577 0.64733643 0.61691217 0.46419916] [-0.56771704] [ 0.41550456 0.4267522 0.62638134 0.39875685 0.48667055 0.62000285 0.45182669 0.34630556 0.44365737 0.42868793] [ 0.3599577] [ 0.57652893 0.69218975 0.45262237 0.39977697 0.18617744 0.40840998 0.48438012 0.75867571 0.64021974 0.40775122] [-0.2430177] [ 0.32451589 0.64042043 0.35304661 0.59054096 0.43746492 0.75115425 0.39135193 0.57992766 0.43634699 0.58502557] [-0.58921915] [ 0.46495408 0.53678074 0.63502334 0.34788525 0.52115869 0.61505498 0.39887878 0.62670177 0.4498188 0.56677569] [-0.36924725] [ 0.33791338 0.44478625 0.54373342 0.36151053 0.4830912 0.60077189 0.34964157 0.48579012 0.42717718 0.37922664] [-0.82502451] [ 0.79384894 0.76732191 0.42417423 0.4442305 0.27352939 0.43427681 0.51529276 0.48519747 0.65017081 0.66722837] [-0.49033076] [ 0.73353518 0.47305113 0.62175388 0.21753342 0.34819181 0.28336162 0.52172423 0.57343861 0.54463263 0.35567197] [-0.06782026] [ 0.17979666 0.45210897 0.60512519 0.43158301 0.45791363 0.6588041 0.40813213 0.34508619 0.48666717 0.44307778] [ 0.3653448] [ 0.10939142 0.60484135 0.52539569 0.58665982 0.37807951 0.76303364 0.3366903 0.34156901 0.52591726 0.5540278 ] [ 0.22180533] [ 0.60130054 0.54626491 0.50089385 0.58977314 0.31305438 0.39921811 0.55624193 0.6216781 0.5401074 0.31347694] [-0.13120303] [ 0.50889777 0.34961887 0.60230286 0.3372476 0.51168417 0.54674517 0.49712364 0.50355682 0.46531581 0.5102168 ] [-0.68655795] [ 0.4560335 0.59110986 0.47690962 0.66209331 0.54969619 0.51145248 0.37839666 0.57525719 0.49810893 0.48082571] [-0.27573512] [ 0.20300611 0.40063282 0.58926352 0.38638442 0.46937902 0.53107211 0.42540749 0.39491689 0.47455153 0.4033051 ] [-0.32860427] [ 0.25685523 0.38147998 0.46990809 0.48348385 0.44166789 0.58700664 0.38011847 0.45323551 0.38533177 0.38067423] [-0.66997669] [ 0.28086924 0.41565566 0.69413335 0.35992023 0.38226509 0.52620989 0.46467238 0.41836114 0.4609484 0.3156574 ] [ 0.02698076] [ 0.2393129 0.64878334 0.45174234 0.63833816 0.36973418 0.72589182 0.51734101 0.57627302 0.47721919 0.68263279] [-0.68739937] [ 0.3621567 0.65157122 0.42508134 0.56333841 0.26226541 0.46240028 0.37536361 0.51157541 0.52491707 0.45399235] [-0.56429867] [ 0.55645569 0.66857745 0.4776359 0.5334796 0.35409446 0.43941923 0.40944275 0.50611649 0.55647103 0.62172249] [ 1.05964729] [ 0.69539481 0.71330947 0.41012723 0.52938468 0.23307466 0.23573683 0.52716158 0.59100785 0.69671998 0.39730087] [-0.06462437] [ 0.70934782 0.61959301 0.54620974 0.36507265 0.35384482 0.42298188 0.47685141 0.40773414 0.52927807 0.58136051] [ 0.08469342] [ 0.20426519 0.25175508 0.76323193 0.36709007 0.53440662 0.70154817 0.33466714 0.33161987 0.34387856 0.36460508] [-0.38592156] [ 0.37403682 0.4300946 0.56627729 0.24819794 0.53324695 0.56402048 0.40077163 0.45547287 0.39212527 0.50211007] [-0.90977897] [ 0.79651308 0.63955651 0.62776163 0.46210736 0.46618569 0.52979578 0.51007008 0.61795985 0.64456916 0.57280041] [ 0.85909616] [ 0.61551302 0.59385248 0.58247859 0.38728429 0.62343791 0.58616655 0.51144715 0.54523355 0.56281261 0.5743372 ] [-0.22161223] [ 0.2930916 0.62109969 0.45272796 0.39040827 0.39522536 0.5444206 0.3996673 0.45031613 0.47306248 0.49469122] [-0.85394265] [ 0.4162628 0.7352526 0.29718032 0.6532698 0.28654197 0.50081028 0.41255751 0.46885656 0.52070666 0.53382516] [-0.26932044] [ 0.40434643 0.42262483 0.64220725 0.38898467 0.54839002 0.55589716 0.37753168 0.45197995 0.52885321 0.38322722] [ 0.20964633] [ 0.17284572 0.71482653 0.39065427 0.68526134 0.4879433 0.68057746 0.34067202 0.43061292 0.46706629 0.61498557] [ 1.64962679] [ 0.75940027 0.50966128 0.54808835 0.35443417 0.2479646 0.21722622 0.52119332 0.60923406 0.59422801 0.35159393] [-0.12033089] [ 0.21260153 0.50373886 0.48408805 0.51843444 0.43185982 0.75729247 0.42610363 0.58407181 0.48882161 0.45256979] [-0.44646499] [ 0.33406465 0.56599183 0.38472511 0.57827563 0.31935015 0.43672978 0.41793068 0.49319351 0.51589977 0.4206779 ] [-0.36437362] [ 0.27059618 0.5400373 0.50449505 0.61026462 0.39566236 0.73214496 0.49319354 0.56141635 0.46506954 0.49928982] [ 0.15819947] [ 0.33473485 0.32978608 0.68299702 0.30755053 0.37864852 0.53153689 0.4860958 0.60404856 0.48164168 0.21115889] [-0.26559149] [ 0.17198894 0.3589893 0.71950151 0.35746226 0.45940164 0.67275742 0.46836791 0.37114143 0.37437076 0.41922827] [-0.33499462] [ 0.62451784 0.51102539 0.57234471 0.26893725 0.43563988 0.51500373 0.54594179 0.59293025 0.49552384 0.40029923] [-0.31992451] [ 0.66571003 0.70734155 0.47701717 0.30180651 0.41018733 0.57678761 0.56279083 0.52348493 0.56445591 0.52139732] [-0.4743884] [ 0.47205749 0.48316919 0.51947552 0.30436329 0.41219299 0.58395587 0.41593985 0.51485562 0.4966495 0.3907943 ] [ 0.36857069] [ 0.515236 0.67786944 0.39853802 0.65180432 0.28434325 0.4759644 0.4617973 0.44807881 0.59420261 0.46313883] [ 1.41783279] [ 0.517908 0.35161824 0.52013824 0.43565748 0.23986501 0.29786221 0.50111123 0.60473437 0.5630566 0.20882338] [-0.50436411] [ 0.55792072 0.53862242 0.51798115 0.37571198 0.4131692 0.66590021 0.43432842 0.63097851 0.60844372 0.48749576] [-0.02432941] [ 0.33984842 0.51497255 0.5589081 0.48680647 0.46212769 0.75043044 0.4566675 0.43850232 0.36692341 0.59499605] [ 0.3513529] [ 0.7576017 0.58040405 0.50219631 0.50361899 0.27084633 0.36595427 0.54276938 0.4745275 0.59125706 0.45836335] [ 0.57259117] [ 0.59255161 0.42395005 0.58136063 0.39025451 0.39051018 0.34556946 0.40542778 0.50356783 0.43043558 0.3959211 ] [-0.44349613] [ 0.2810094 0.66272841 0.49931886 0.50710836 0.38849858 0.64234162 0.41032401 0.40082471 0.56448166 0.47516124] [-0.01831748] [ 0.28917154 0.54086463 0.43200426 0.62275815 0.47049541 0.66147029 0.47842935 0.62160262 0.37180574 0.43047333] [-0.78971487] [ 0.25827014 0.45048301 0.54439781 0.51548001 0.3168593 0.49150004 0.46926006 0.63319461 0.49741007 0.28927057] [-0.24303955] [ 0.15866128 0.37881835 0.53815323 0.55093961 0.5188023 0.71960486 0.40637936 0.59414471 0.36406514 0.38793399] [-0.40417693] [ 0.34144639 0.63828608 0.44092076 0.52940842 0.46700118 0.61123991 0.45479601 0.42415574 0.38836881 0.54580074] [ 1.01828825] [ 0.77630187 0.45624043 0.64825665 0.26099688 0.43109551 0.33538984 0.64082107 0.46250675 0.6224926 0.35560957] [-0.13912799] [ 0.28284885 0.41936019 0.51700537 0.64558383 0.52316227 0.72507957 0.51387696 0.42168077 0.41398473 0.4244161 ] [-0.71636685] [ 0.45947381 0.62266554 0.42750251 0.52050335 0.30312064 0.49683071 0.57760547 0.6549485 0.58628291 0.36569396] [ 0.84546151] [ 0.67462815 0.5622755 0.51566369 0.36674411 0.36663772 0.38681911 0.58472288 0.5952602 0.59760155 0.36940755] [ 0.21339614] [ 0.76141609 0.59777762 0.525308 0.26156138 0.29509256 0.3563381 0.51898891 0.69619619 0.62349136 0.42850963] [-0.17600535] [ 0.22036152 0.59381174 0.30090522 0.65858625 0.36693537 0.55667386 0.33165604 0.53340245 0.47929808 0.49927865] [-0.09966577] [ 0.43935424 0.65540835 0.50504975 0.44922433 0.38645408 0.63199571 0.43665527 0.4565821 0.47838019 0.60517372] [-0.70911513] [ 0.49463601 0.70700132 0.45587398 0.54477118 0.24328474 0.52546588 0.45447513 0.6376887 0.68104728 0.58110518] [ 1.24254022] [ 0.619952 0.60477527 0.49969703 0.42595538 0.33430619 0.31613727 0.50629127 0.5443729 0.64109095 0.33806502] [-0.35271651] [ 0.23603248 0.60556786 0.58951638 0.3505131 0.39208042 0.50202705 0.49630625 0.54917424 0.56952179 0.41219667] [ 0.27290349] [ 0.26633772 0.62687393 0.50109956 0.62691649 0.56958905 0.77843505 0.36817143 0.42903764 0.40539632 0.58706367] [-0.18656022] [ 0.17684221 0.66742946 0.39075872 0.43374124 0.37881009 0.66347121 0.34459235 0.46128223 0.49552793 0.54195286] [-0.22120507] [ 0.3821462 0.48202249 0.56665752 0.49320848 0.44885792 0.63905053 0.42933597 0.43125626 0.36540595 0.47148399] [-0.07585071] [ 0.25935117 0.64476988 0.43625771 0.53310778 0.42460534 0.70233645 0.45691702 0.5497793 0.48999239 0.6034423 ] [ 0.61964896] [ 0.6481235 0.70563885 0.46702879 0.49103949 0.27217508 0.36996499 0.6071183 0.67873332 0.67065302 0.30036428] [-0.16894204] [ 0.21108747 0.46159469 0.69623561 0.31771789 0.46649338 0.68703611 0.4056769 0.45186724 0.53451608 0.48086143] [-0.35892074] [ 0.66822659 0.52835507 0.52012306 0.44607545 0.30174484 0.43655676 0.53882272 0.60499217 0.48328108 0.30161157] [ 0.28574665] [ 0.39779989 0.68954034 0.35949154 0.65881207 0.24524609 0.4738399 0.49154636 0.55618935 0.59085691 0.50881944] [-0.1453519] [ 0.44770766 0.78893783 0.44185903 0.6953646 0.37623495 0.50085677 0.48447879 0.62721942 0.62608432 0.66750284] [ 0.99364904] [ 0.68499874 0.65113993 0.43112829 0.50511415 0.21832974 0.34901495 0.50059684 0.637442 0.6818729 0.32146277] [-0.07100954] [ 0.17540504 0.63211114 0.49336169 0.47838476 0.50676837 0.53796211 0.37647139 0.31926622 0.39331982 0.57090751] Progress: 74.6% ... Training loss: 0.298 ... Validation loss: 0.465[-0.69349419] [ 0.35345992 0.74827814 0.40532499 0.68570241 0.23960398 0.56335699 0.41348703 0.48662562 0.60873878 0.50711459] [ 0.50660074] [ 0.45982558 0.478548 0.45111846 0.4740456 0.37086299 0.52524123 0.51979272 0.65462874 0.44721432 0.34880628] [-1.14573633] [ 0.81896458 0.4784482 0.59230131 0.4489939 0.3466989 0.3759891 0.50035446 0.45586646 0.64769966 0.42740194] [ 0.27790273] [ 0.13849735 0.54921223 0.56608741 0.37913507 0.49625426 0.73224503 0.46847265 0.34682747 0.43898463 0.50769059] [ 0.2301658] [ 0.14965091 0.45830452 0.39267645 0.5561392 0.40684878 0.73769587 0.31539876 0.44219389 0.37907962 0.42022257] [ 0.86160901] [ 0.51797992 0.60363873 0.42404117 0.59011087 0.33183998 0.39385199 0.39589652 0.39981261 0.63879611 0.39886349] [ 0.04859906] [ 0.37936698 0.59354759 0.4865776 0.38764496 0.31112497 0.36375505 0.43741436 0.70574926 0.49628402 0.33835425] [ 0.08584213] [ 0.47946735 0.61428317 0.44468651 0.58650751 0.32280702 0.34183688 0.46827999 0.55448979 0.54501386 0.52669976] [-0.55950845] [ 0.31310237 0.53776564 0.58238487 0.61317952 0.40943523 0.45306141 0.35925613 0.53360271 0.59873738 0.33394991] [-0.41915664] [ 0.54480162 0.33119334 0.62749665 0.37420263 0.50213593 0.70393297 0.45542136 0.52259955 0.3969509 0.48071117] [ 0.6873285] [ 0.28925944 0.59914529 0.40034906 0.66472248 0.40783684 0.70495459 0.32393543 0.37903703 0.37608514 0.58035047] [ 0.58954087] [ 0.70171944 0.70154984 0.55011838 0.40321724 0.35900841 0.54849928 0.58166636 0.55048854 0.58597611 0.56353892] [-0.96286526] [ 0.20586692 0.2319689 0.68275479 0.45565159 0.3373286 0.45244015 0.44948362 0.60214308 0.40528058 0.15508821] [-0.05133079] [ 0.28033353 0.62763865 0.51351144 0.61559006 0.44738862 0.58034315 0.39775772 0.55806965 0.52207466 0.43366567] [ 0.33473493] [ 0.33675155 0.54654696 0.38687589 0.67251678 0.34918562 0.64482335 0.37809093 0.40472825 0.44588291 0.47733554] [ 0.2053548] [ 0.37589393 0.7131975 0.2779299 0.60044067 0.29397789 0.60312286 0.45748248 0.58106653 0.53862752 0.46855117] [ 0.23960285] [ 0.10069629 0.59084011 0.48182916 0.70123999 0.33572402 0.67323851 0.39135815 0.49520103 0.49759974 0.49443424] [-0.55407974] [ 0.59898335 0.59149399 0.43195191 0.58674831 0.35411994 0.51576345 0.42053379 0.39331086 0.60446589 0.52825131] [-0.21843104] [ 0.28388158 0.5507497 0.55046461 0.44124381 0.39223743 0.63160219 0.45714064 0.43798352 0.47920165 0.41482403] [ 0.87537724] [ 0.13886487 0.62759775 0.3605614 0.62889936 0.52540913 0.85952176 0.29868432 0.47085383 0.37095537 0.65838414] [-0.46762804] [ 0.4883514 0.52359359 0.53906561 0.47384937 0.42061199 0.70687128 0.42549969 0.48998477 0.38555483 0.52500105] [-0.10591164] [ 0.41362982 0.43677494 0.62645223 0.3974083 0.45435169 0.42222759 0.53869094 0.44800079 0.44492812 0.47064673] [ 0.72438867] [ 0.12601043 0.55566891 0.42275853 0.67513946 0.5514058 0.85330353 0.47309084 0.47296284 0.38100638 0.58796659] [ 0.2429145] [ 0.2176083 0.36525097 0.6423032 0.44554745 0.47436058 0.72761209 0.39711444 0.39896802 0.38436121 0.49837248] [ 0.11227322] [ 0.36306433 0.45305426 0.47189549 0.60083771 0.46115629 0.74577533 0.4959569 0.4097062 0.45835025 0.58365628] [ 0.54765241] [ 0.80415961 0.54754127 0.60598345 0.24145114 0.35390393 0.33128941 0.6528497 0.54787127 0.65894673 0.40682521] [ 0.25764718] [ 0.51023641 0.62067176 0.48240354 0.57664445 0.30414246 0.48651831 0.5134372 0.44157651 0.5662851 0.56090952] [-0.32855221] [ 0.38861413 0.64163888 0.34494055 0.68489682 0.28446895 0.58877124 0.46436497 0.55108681 0.53270126 0.4724629 ] [ 0.23946726] [ 0.22344274 0.43909547 0.50907321 0.36544218 0.51375522 0.69253775 0.36550391 0.36028816 0.37349501 0.47935464] [-0.04068732] [ 0.41276031 0.5477737 0.51293826 0.49444114 0.33713421 0.43349968 0.55724409 0.61697759 0.4901248 0.35345632] [-0.05168945] [ 0.30873907 0.24266816 0.61709316 0.27433875 0.48942697 0.66912118 0.4538495 0.35933839 0.31926836 0.30837454] [ 0.13951883] [ 0.57941711 0.54698047 0.51404116 0.50537788 0.25404228 0.36222243 0.54887015 0.59470285 0.5504401 0.39743697] [ 0.03074354] [ 0.46519636 0.59379743 0.50987749 0.45761149 0.39283988 0.52920898 0.58344737 0.56517208 0.49595734 0.47694085] [-0.49833665] [ 0.58334657 0.33040995 0.69614882 0.34482955 0.35722546 0.39830728 0.56132344 0.68202937 0.37032975 0.23896608] [-0.51562267] [ 0.68040367 0.56134746 0.62452926 0.54727839 0.32477968 0.38188283 0.48809832 0.71838664 0.55633754 0.34638358] [-0.14300387] [ 0.47687192 0.60844188 0.3739689 0.63503229 0.3653139 0.49889638 0.58300943 0.69864483 0.54295873 0.28826232] [ 0.14159485] [ 0.38164365 0.68718733 0.41546063 0.69485077 0.31108746 0.75553772 0.38681139 0.43449251 0.5805547 0.65133358] [ 0.59210884] [ 0.11458631 0.33281508 0.51396664 0.62626619 0.57118602 0.64828535 0.49168212 0.43712931 0.29753217 0.63274777] [ 0.01744025] [ 0.36358428 0.51869342 0.42256978 0.49888494 0.55481063 0.77936768 0.34334454 0.56022729 0.39879135 0.59110017] [-0.29948192] [ 0.27170859 0.5359922 0.47259336 0.43713444 0.39190606 0.64047893 0.45268121 0.49441213 0.4092208 0.37586533] [-0.20646155] [ 0.4530107 0.57071315 0.50110692 0.49184378 0.35607838 0.38983724 0.55679755 0.61697417 0.47243507 0.44222599] [ 1.00700807] [ 0.68446857 0.54251706 0.66943653 0.29850105 0.37303247 0.32278952 0.5400272 0.73920113 0.56254199 0.3018477 ] [-0.07441191] [ 0.45310488 0.7892394 0.45404868 0.59307729 0.33827122 0.58193313 0.38891675 0.5788972 0.65237392 0.57403356] [ 0.63980428] [ 0.17560418 0.55643887 0.53944107 0.42222138 0.61327487 0.7667872 0.34268887 0.31328803 0.38812946 0.61177324] [-0.32082106] [ 0.43577366 0.20979376 0.71228657 0.42437692 0.37736452 0.68405079 0.38683972 0.51588126 0.41593278 0.29674598] [ 0.50671465] [ 0.60903566 0.59271704 0.60453098 0.33604463 0.50493061 0.44336729 0.56123012 0.61733553 0.5755796 0.39870225] [-0.28445531] [ 0.56243928 0.50974579 0.63027743 0.33609545 0.44601334 0.6117443 0.47916227 0.59083344 0.63880767 0.58778754] [-0.01201869] [ 0.71672533 0.61997602 0.54978429 0.36087322 0.34896268 0.41151906 0.48240495 0.42035959 0.53569746 0.57114527] [-0.09021463] [ 0.3467183 0.53938306 0.44285382 0.55840522 0.29583667 0.51550208 0.38787935 0.40690505 0.47053555 0.41735006] [-0.09774675] [ 0.23958773 0.47786619 0.5182428 0.50130784 0.40467747 0.6743713 0.35034108 0.49898486 0.4490466 0.45231267] [-0.32423574] [ 0.39826383 0.70778704 0.39886322 0.63320218 0.45580937 0.58867864 0.46376853 0.39799333 0.46217498 0.5460378 ] [ 0.64447214] [ 0.70248334 0.49923786 0.64739571 0.28310276 0.4815413 0.5088426 0.62671648 0.62750156 0.55429168 0.40025595] [ 0.33948028] [ 0.21691534 0.53709693 0.42902423 0.66359163 0.56036672 0.7250812 0.46740245 0.46772991 0.36796801 0.56031878] [-0.18776695] [ 0.52667936 0.57676407 0.56253341 0.56388145 0.45783679 0.6921989 0.44790177 0.53019971 0.50526359 0.60890923] [ 0.2198678] [ 0.27002564 0.37678289 0.61870097 0.43567186 0.50719728 0.72091732 0.47846677 0.41885516 0.37202013 0.48770949] [ 0.36749291] [ 0.16347421 0.58466195 0.3738521 0.49627801 0.39967211 0.77002704 0.34667623 0.4369873 0.4560775 0.50419986] [-1.45290422] [ 0.55039394 0.71193313 0.44600691 0.61409197 0.18871197 0.38671074 0.40529674 0.52840985 0.59708934 0.39360329] [ 1.855334] [ 0.52026676 0.5454734 0.51600275 0.49673539 0.38771336 0.46394795 0.48842169 0.62237585 0.46947338 0.44413992] [-0.14066456] [ 0.46270096 0.33518551 0.57616602 0.30361551 0.50766073 0.48230862 0.55173943 0.49208651 0.40600533 0.30852352] [ 0.01066986] [ 0.77896181 0.59679702 0.60073327 0.28396412 0.48061443 0.33730469 0.54717185 0.5596403 0.61883686 0.38744642] [-0.24422559] [ 0.35558992 0.34165671 0.68069325 0.34132442 0.39568323 0.64575226 0.42516208 0.45469188 0.47746202 0.33717834] [-0.14592325] [ 0.28302183 0.52811117 0.59136595 0.40860968 0.48729345 0.72595435 0.44338593 0.40789495 0.49036727 0.49538251] [-0.04435512] [ 0.30098259 0.75963414 0.28841174 0.68999206 0.3215763 0.58516638 0.4144526 0.39391977 0.48808568 0.64307846] [-0.24943426] [ 0.76105425 0.61151455 0.60896339 0.26621691 0.39004516 0.48520328 0.61281473 0.54592174 0.54015763 0.45704171] [-0.07694801] [ 0.39833051 0.48729428 0.38751291 0.47802034 0.3182918 0.46646624 0.42716519 0.46803146 0.43824601 0.35799469] [ 0.23138725] [ 0.68840481 0.5912582 0.5405341 0.5055135 0.3271036 0.46326358 0.49886252 0.4499032 0.52858574 0.48118236] [ 0.26249108] [ 0.42034103 0.57064458 0.54453554 0.64243933 0.42564671 0.65913274 0.44679519 0.62688875 0.4998707 0.55093991] [ 0.17872775] [ 0.41841308 0.30570637 0.73869585 0.35043193 0.4364033 0.55098069 0.48872748 0.46005364 0.38000701 0.27263801] [ 1.13310235] [ 0.63929842 0.54758374 0.55362094 0.36915736 0.28813207 0.38313114 0.4524644 0.48324063 0.56974239 0.37742689] [ 0.28539681] [ 0.26553978 0.60670857 0.25316818 0.57321618 0.35780677 0.78056876 0.33235158 0.60859059 0.38969113 0.43917391] [-0.09126078] [ 0.41045181 0.67162907 0.51229697 0.63904581 0.39274478 0.59005257 0.51672865 0.62151397 0.5848144 0.56586008] [-0.170981] [ 0.7028557 0.75661619 0.45551353 0.64316303 0.41245235 0.37952609 0.57666847 0.6186152 0.6551358 0.76251571] [ 1.83723248] [ 0.8116524 0.45033332 0.58248143 0.28907299 0.23848465 0.29770966 0.53006885 0.65709186 0.59538617 0.28655642] [ 0.03982877] [ 0.3134833 0.61897826 0.4076892 0.49538923 0.40250189 0.43674002 0.48039269 0.54878402 0.5351976 0.42925896] [ 0.28747474] [ 0.39218226 0.43603685 0.40061972 0.48819564 0.42862788 0.55725013 0.38773733 0.41173179 0.41117625 0.46229426] [ 0.02725703] [ 0.39194748 0.58445611 0.42319762 0.5923181 0.39932935 0.6530044 0.54542529 0.56775625 0.50063194 0.55054068] [-0.49159569] [ 0.60554108 0.58089253 0.48685953 0.57558183 0.44118648 0.40525203 0.43613643 0.55286062 0.61967168 0.45530068] [ 0.76828718] [ 0.36472345 0.7204554 0.34992589 0.7697783 0.27268422 0.59956542 0.36298979 0.39989834 0.52704311 0.79930263] [ 0.09831983] [ 0.61693374 0.60050331 0.56661444 0.36951945 0.3862354 0.48739898 0.61855577 0.49132135 0.6222393 0.57953579] [ 0.36378746] [ 0.2824031 0.6237723 0.29833522 0.54854825 0.47300078 0.75433646 0.37276353 0.61760488 0.43686044 0.58609469] [-0.16032842] [ 0.27734362 0.60121327 0.50554142 0.47703484 0.45398687 0.55281479 0.41307788 0.44848458 0.60719126 0.59444724] [-0.03971085] [ 0.71285246 0.58665952 0.57604437 0.50580947 0.41007749 0.46371966 0.50644612 0.63868684 0.57391252 0.44578553] [-0.01073905] [ 0.58818022 0.6853027 0.55460634 0.55809127 0.35807673 0.53238799 0.55310303 0.52434888 0.60107325 0.54676937] [ 0.52361513] [ 0.10521831 0.43462532 0.59600745 0.43639734 0.50080106 0.7900751 0.41497558 0.27606539 0.47176377 0.5180712 ] [ 0.76559788] [ 0.19836117 0.61624077 0.55437372 0.55736035 0.38309469 0.48669368 0.36984089 0.49085123 0.57954314 0.46070836] [ 0.19375253] [ 0.31366417 0.81756347 0.43693137 0.6139718 0.37272069 0.73917869 0.48217992 0.46420805 0.69053639 0.70069377] [ 1.59932545] [ 0.47594654 0.69332009 0.42990418 0.54571221 0.33302808 0.40661728 0.5570036 0.65220056 0.64985469 0.2945077 ] [-0.41122754] [ 0.37688881 0.70984166 0.46011138 0.58990698 0.42315409 0.60489469 0.49443271 0.45900196 0.51232826 0.56625149] [ 0.52795252] [ 0.6118076 0.48754176 0.60448224 0.25946123 0.31806915 0.40513127 0.63014078 0.74344075 0.53165549 0.3014142 ] [ 0.79468116] [ 0.35725931 0.49659661 0.42635419 0.35581126 0.39345699 0.42637938 0.49934453 0.58968466 0.52853196 0.2402171 ] [ 0.20982502] [ 0.47708494 0.71654501 0.42220721 0.5514 0.3577905 0.47983252 0.52629611 0.56944272 0.66703027 0.4506951 ] [ 0.20473446] [ 0.22290871 0.55699524 0.67550263 0.36994913 0.47694457 0.61858232 0.42719378 0.41422712 0.52661177 0.56174537] [-1.37713589] [ 0.34488895 0.52097852 0.49315523 0.5166718 0.30366739 0.42494783 0.51769739 0.74535476 0.42586875 0.19112522] [ 0.00234217] [ 0.45116631 0.74627251 0.43191874 0.61536428 0.473727 0.59036582 0.39827735 0.52598907 0.65376123 0.5631865 ] [-0.1323198] [ 0.63831089 0.65681251 0.43559893 0.63425959 0.34792289 0.49405449 0.48244867 0.6178338 0.50781662 0.66892887] [-0.26689409] [ 0.57775183 0.77474118 0.31169062 0.56300673 0.22507918 0.47863978 0.45119694 0.54505017 0.61547315 0.4691884 ] [ 1.05291341] [ 0.62768402 0.66569157 0.57791343 0.37405015 0.48217077 0.38865786 0.48705785 0.60541102 0.56646868 0.48041357] [-0.74628665] [ 0.31186535 0.59880751 0.4961425 0.48385288 0.35255621 0.6515105 0.51663985 0.53774979 0.54633895 0.45442796] [-0.49313245] [ 0.48579898 0.73024987 0.43116523 0.65805586 0.49543464 0.62347301 0.35675369 0.52980462 0.55712071 0.57391632] [ 0.40914156] [ 0.7016694 0.55986403 0.45548278 0.44644478 0.29888649 0.27727408 0.52593725 0.53694908 0.55403408 0.41647331] [-0.21580185] [ 0.32515532 0.58820572 0.41898105 0.50016811 0.40541724 0.50794164 0.42334164 0.36500631 0.59611441 0.48884204] [ 1.5767476] [ 0.43873279 0.53597968 0.57489963 0.47884897 0.46009461 0.45565834 0.40666571 0.5826296 0.63959282 0.40709648] [ 1.31764091] [ 0.59163049 0.52228845 0.56945567 0.36045025 0.41855986 0.57419591 0.54089851 0.51095356 0.42127841 0.50397111] [-1.31580432] [ 0.44299651 0.64091542 0.40939458 0.55599817 0.23028691 0.33016482 0.51462159 0.74237568 0.53872143 0.27332481] [ 0.40163906] [ 0.68616522 0.5004767 0.59375849 0.27565422 0.45366759 0.3170242 0.53831418 0.49680089 0.51848803 0.52200309] [ 1.903084] [ 0.58944959 0.56291335 0.52135088 0.39421008 0.31459278 0.28076338 0.56284267 0.59052742 0.59725505 0.25185084] [ 0.00915711] [ 0.30333246 0.61629345 0.37091615 0.62964655 0.43980827 0.69537725 0.44082144 0.46648226 0.38298734 0.55035971] [-0.61231535] [ 0.79076424 0.41601848 0.63223492 0.28531472 0.3851409 0.4243462 0.59025128 0.50011458 0.62896496 0.42406811] [ 0.01360365] [ 0.60795335 0.58917535 0.49961232 0.39721232 0.35425497 0.42434608 0.51295688 0.56356521 0.5550979 0.48191738] [-0.34556431] [ 0.50827332 0.58070395 0.4731688 0.49589575 0.54206273 0.58840583 0.51573616 0.3176789 0.5591433 0.57495306] [-0.301439] [ 0.29048018 0.4235161 0.46304044 0.50623916 0.42608082 0.62732405 0.36703188 0.4008302 0.49171339 0.45884364] [ 0.44754511] [ 0.15479486 0.34654015 0.59088185 0.53622896 0.34473 0.64068195 0.33108739 0.40085605 0.49140441 0.25960448] [-0.20102127] [ 0.21589937 0.40960547 0.64764316 0.42299299 0.50673448 0.56540916 0.41389732 0.33202813 0.48644118 0.39151781] [-0.63702976] [ 0.35428415 0.39014137 0.53588705 0.45453794 0.44994096 0.54143466 0.4772993 0.31557592 0.46887432 0.40215766] [ 0.24225521] [ 0.18969462 0.29328618 0.70743429 0.40381267 0.43096003 0.7266233 0.34849442 0.33447371 0.3324248 0.36289831] [ 0.14151512] [ 0.30537722 0.73271136 0.44893961 0.53151518 0.60953678 0.61734908 0.42420971 0.320512 0.50110522 0.62913398] [-0.18713177] [ 0.69262309 0.43407316 0.58196493 0.34983785 0.4171741 0.32317621 0.526631 0.60408852 0.40151703 0.43056389] [ 0.19280441] [ 0.85529008 0.51585922 0.54887285 0.16297355 0.38153241 0.27757743 0.61496432 0.62693284 0.62065602 0.39458074] [-0.25565225] [ 0.65130601 0.51822082 0.67093767 0.48710812 0.49532674 0.51873391 0.51537468 0.57966368 0.58590632 0.50493226] [ 0.01045452] [ 0.44269642 0.58488524 0.49923907 0.60412936 0.26046835 0.47995212 0.48770555 0.51687466 0.49577235 0.50673805] [-0.21847262] [ 0.27635959 0.60706967 0.4055349 0.388453 0.46733619 0.51648802 0.41568372 0.48897195 0.49505835 0.3947839 ] [-0.35173835] [ 0.40816 0.70301077 0.35896648 0.73890928 0.31831759 0.52093955 0.37305152 0.32444832 0.5206651 0.52598034] [ 0.68652384] [ 0.23962679 0.65652579 0.39683764 0.62171324 0.37698434 0.59800902 0.40615915 0.53871457 0.48655487 0.51718202] [-0.21527781] [ 0.51174611 0.6138709 0.41432916 0.49741543 0.30167907 0.41541798 0.42119853 0.60839775 0.54763645 0.38186565] [-0.40097632] [ 0.55292894 0.41241728 0.52014535 0.32598217 0.32240871 0.22658865 0.4956401 0.62591438 0.56930246 0.22070988] [ 1.36308979] [ 0.81169803 0.5221391 0.67653039 0.18067109 0.36475144 0.29950891 0.69735115 0.70482551 0.64016347 0.30415388] [ 0.17437614] [ 0.47650528 0.74652929 0.4219265 0.5732577 0.32958747 0.46961976 0.44128942 0.57447524 0.65644065 0.39956122] [ 0.12026056] [ 0.51082248 0.48771323 0.49108945 0.44312161 0.54236668 0.60882187 0.52876049 0.48119741 0.47263696 0.38195439] Progress: 74.9% ... Training loss: 0.328 ... Validation loss: 0.478[-0.41331024] [ 0.63292385 0.48232401 0.56730718 0.40397044 0.3700088 0.5250456 0.42023368 0.64818784 0.5348018 0.48064516] [ 0.42959324] [ 0.40895786 0.69470355 0.51940689 0.63408572 0.47301668 0.65648988 0.35923221 0.46804051 0.46355541 0.69718533] [-0.59474588] [ 0.75930491 0.55787965 0.55286211 0.30793236 0.38199136 0.46341064 0.54783962 0.52729431 0.64394816 0.51673405] [-0.50562431] [ 0.45775679 0.5906359 0.41562782 0.66119336 0.41148093 0.62929116 0.44064917 0.53003964 0.54615888 0.51969484] [-0.07263914] [ 0.29619912 0.70953838 0.45185723 0.69560504 0.40588342 0.65736516 0.32711846 0.53262096 0.54434544 0.58603394] [ 0.51145064] [ 0.3232193 0.48967991 0.493057 0.50239557 0.48545382 0.63723024 0.33737353 0.50976511 0.55351637 0.40987379] [-0.0161885] [ 0.20915355 0.3813127 0.55611578 0.582516 0.44332321 0.76190988 0.33445784 0.52396012 0.41464238 0.34428605] [ 0.31402443] [ 0.53399206 0.56223702 0.4430173 0.41513905 0.33071929 0.60999392 0.45470146 0.41533632 0.48699488 0.54642377] [-0.15277768] [ 0.4011657 0.79956944 0.41311207 0.56860842 0.24633564 0.64907974 0.4561535 0.53259591 0.55502664 0.63903532] [ 1.66357238] [ 0.81335764 0.54802595 0.5476707 0.28308468 0.2221194 0.28707284 0.53933381 0.6690523 0.64631948 0.30860442] [-0.6427269] [ 0.66576186 0.5246509 0.49209216 0.43621593 0.48396494 0.34369547 0.45264785 0.39751835 0.60447307 0.37887704] [-0.46441841] [ 0.17407255 0.66168694 0.53773793 0.50624263 0.35692731 0.64487481 0.40163065 0.44635678 0.50721924 0.43900111] [-0.05995853] [ 0.69694832 0.56093149 0.58865894 0.30763225 0.43333476 0.32787253 0.66502847 0.54938136 0.64831073 0.32746772] [-0.46395891] [ 0.6459424 0.63701756 0.64321405 0.40709125 0.44509096 0.5441856 0.60568359 0.56166861 0.65448254 0.55605892] [-0.21477941] [ 0.42962153 0.67627206 0.45973113 0.59711831 0.37049393 0.69677373 0.44422956 0.40946281 0.60356717 0.64306073] [-0.41124952] [ 0.4819862 0.78575078 0.42251202 0.59971638 0.40661339 0.60102679 0.48172335 0.55036836 0.60915927 0.73300122] [ 1.19669883] [ 0.65146491 0.63831003 0.42116044 0.39489601 0.27391544 0.25735058 0.60947704 0.54376885 0.71279278 0.28668397] [ 0.06684906] [ 0.24995582 0.57611759 0.6455978 0.38817468 0.36659757 0.59845736 0.43804819 0.49276208 0.59507751 0.38722407] [ 0.04236266] [ 0.2041812 0.3072523 0.72298299 0.4063565 0.45254472 0.62050304 0.32490982 0.38040069 0.40763295 0.2829255 ] [-0.29503976] [ 0.77058966 0.65629688 0.51283644 0.30841476 0.39104004 0.45658093 0.55950783 0.62712588 0.55321514 0.52833212] [-0.49768284] [ 0.84386818 0.59563962 0.62138677 0.42088434 0.35212474 0.40381 0.56577086 0.77875888 0.59928827 0.41709461] [-0.39232218] [ 0.43854494 0.30389838 0.67982881 0.47892718 0.34131712 0.60094667 0.46809863 0.55231095 0.43597859 0.32591093] [-1.08343703] [ 0.44096994 0.61892474 0.53613149 0.55939299 0.35492247 0.40404755 0.45935775 0.66775225 0.57925748 0.32606477] [-0.88121726] [ 0.4402506 0.33371737 0.56084356 0.32111526 0.51235858 0.57246159 0.50790825 0.7090502 0.46077592 0.25713678] [-0.6452723] [ 0.4084955 0.14385338 0.76097985 0.29051078 0.46923931 0.43510565 0.54572182 0.44385913 0.38618514 0.17622971] [ 0.3670903] [ 0.61620185 0.68719425 0.45848963 0.49338551 0.3444094 0.33673941 0.50865502 0.50097386 0.64130465 0.43866736] [ 1.07457907] [ 0.73200371 0.5379156 0.62493186 0.42896914 0.49102655 0.51169498 0.48721939 0.53970541 0.58900218 0.50337618] [-0.21871156] [ 0.27797727 0.59152483 0.51105383 0.57401514 0.35689279 0.4974316 0.37090779 0.51598845 0.65912985 0.37823747] [ 0.29547416] [ 0.36411784 0.2048092 0.68512854 0.33044315 0.54027525 0.41750443 0.47722482 0.66850571 0.30427576 0.25567414] [ 0.32852485] [ 0.44024872 0.56086962 0.43150368 0.60217947 0.24167007 0.41537397 0.45756008 0.52751017 0.55283178 0.3442705 ] [ 0.81130583] [ 0.62615045 0.51881455 0.46491945 0.51269226 0.3864471 0.50297231 0.60071156 0.70011526 0.51227982 0.34659004] [-0.64209513] [ 0.44065063 0.67407045 0.42145208 0.60554163 0.4004132 0.46897986 0.43756753 0.38609509 0.50400169 0.64712963] [-0.2033213] [ 0.34776783 0.66732439 0.44047997 0.57797808 0.33828295 0.66115305 0.3669576 0.44442483 0.49769771 0.63236068] [ 0.60656686] [ 0.15531418 0.67793049 0.45400146 0.58762842 0.6114379 0.72809647 0.33879132 0.35742064 0.34664392 0.61245764] [-0.66594582] [ 0.3293396 0.31990783 0.67388366 0.28340781 0.50073354 0.5512388 0.41691481 0.41780366 0.40471503 0.37076644] [ 0.00769286] [ 0.38226735 0.61604445 0.5098508 0.57981871 0.47328845 0.65442953 0.4197852 0.56900975 0.52401112 0.59067095] [-0.70651333] [ 0.26698522 0.68916506 0.32862666 0.65900261 0.33529482 0.65374368 0.47303051 0.72001094 0.4693723 0.50234783] [-0.81481688] [ 0.43472997 0.6994377 0.44348628 0.50663419 0.26599837 0.61424073 0.37551604 0.50695724 0.49555054 0.54635422] [-0.15604456] [ 0.43550926 0.78524026 0.32039726 0.74513632 0.31495646 0.53893008 0.37204561 0.34501304 0.51667697 0.74879943] [-0.36922652] [ 0.5141113 0.75363832 0.40606267 0.59296979 0.38175037 0.70821565 0.52233024 0.48510643 0.62116815 0.66568229] [-0.2104303] [ 0.2713374 0.57850919 0.43837931 0.59949044 0.38124536 0.6683517 0.49151333 0.42598098 0.51769026 0.56131309] [ 0.39239189] [ 0.56880165 0.65543602 0.47038664 0.60432939 0.27098305 0.43716947 0.43052291 0.51838617 0.51681479 0.58395287] [ 0.20404386] [ 0.73191861 0.58362638 0.52771517 0.32672297 0.3354675 0.26642814 0.54968123 0.49853604 0.61818957 0.33160479] [-1.01459504] [ 0.34536558 0.72607937 0.3024716 0.61950604 0.30660235 0.57265926 0.50843647 0.68194697 0.59202604 0.41849809] [-0.58518639] [ 0.32760406 0.33761733 0.69805962 0.26825354 0.46255803 0.60598535 0.46507083 0.42595422 0.44168324 0.36183622] [-0.37444125] [ 0.61012558 0.56731946 0.52437863 0.58936654 0.33172379 0.53641348 0.41922112 0.4545146 0.64317578 0.53608132] [-0.73067097] [ 0.65793506 0.34295121 0.69400049 0.28671841 0.53420837 0.42484028 0.51668884 0.42936956 0.37813615 0.56389576] [ 0.28957253] [ 0.14207294 0.61553353 0.42898802 0.57790526 0.43565277 0.75499843 0.3345174 0.43696107 0.53386485 0.59241805] [-1.15823531] [ 0.76135056 0.73878897 0.44698748 0.45965566 0.29359363 0.33587752 0.51441722 0.49675385 0.66524632 0.50416046] [-0.04457177] [ 0.59035627 0.63379436 0.49574418 0.52847762 0.26706064 0.59682906 0.43191173 0.48067709 0.53286359 0.50370384] [-0.44686842] [ 0.65488728 0.60272048 0.50209961 0.37972982 0.36107175 0.48765703 0.48042518 0.51762336 0.63232409 0.54381822] [-0.80251015] [ 0.4837133 0.40181533 0.67157112 0.18980579 0.52772122 0.53458833 0.48962666 0.4304245 0.47611768 0.40948124] [-0.38764527] [ 0.59798327 0.55054776 0.63190568 0.29809262 0.41005324 0.47828073 0.47237126 0.58777457 0.49278224 0.40343281] [ 0.0290404] [ 0.25900939 0.48418378 0.43374866 0.45746185 0.45922974 0.68980893 0.37985874 0.45896785 0.4627115 0.49593524] [ 1.17742136] [ 0.53970748 0.63445723 0.3889336 0.45401774 0.34313466 0.21071284 0.5140517 0.59057165 0.64918975 0.33773371] [ 0.72193125] [ 0.47386802 0.65176005 0.4992688 0.41938548 0.24980919 0.49562928 0.435396 0.49036451 0.48421245 0.48402442] [-0.23306292] [ 0.22950465 0.36837352 0.64600667 0.43064421 0.43936509 0.67386463 0.39391591 0.37762315 0.35787776 0.40804267] [-0.86144525] [ 0.26525173 0.52923467 0.48735539 0.49954317 0.33115474 0.51718559 0.47565611 0.7661623 0.53713866 0.28092856] [ 1.42291938] [ 0.65684029 0.76450331 0.52493254 0.53121332 0.2696106 0.31128343 0.5120995 0.77235035 0.72048645 0.32095012] [ 0.15678584] [ 0.76247609 0.5516867 0.52093184 0.37783484 0.30105381 0.26294551 0.51197612 0.45481704 0.63984417 0.34989251] [ 0.87404388] [ 0.71177618 0.78089663 0.53437054 0.3225665 0.40097105 0.38426517 0.60074937 0.61284384 0.66571015 0.53991686] [-0.23598545] [ 0.40336082 0.73898447 0.4016178 0.56809677 0.37823062 0.63860578 0.38390958 0.41426538 0.58195397 0.63925788] [-0.27368447] [ 0.60698383 0.60655759 0.41161233 0.41131203 0.37744952 0.46196039 0.43516391 0.45671334 0.52800977 0.4323779 ] [-0.16522005] [ 0.36728761 0.34034852 0.5657264 0.2813089 0.46558691 0.49576875 0.48915204 0.52377921 0.3587557 0.28277102] [-0.61417597] [ 0.28394546 0.34699629 0.64059698 0.45159677 0.36401479 0.43372845 0.50507897 0.55690258 0.4854558 0.42197628] [-0.88273566] [ 0.55007169 0.41616892 0.68929972 0.16669713 0.47636616 0.37450637 0.52282111 0.63345648 0.51395856 0.43657359] [ 0.15925174] [ 0.20013693 0.47790771 0.53466762 0.57816137 0.55113559 0.81383664 0.38546806 0.48904172 0.48806789 0.49901687] [-0.04083453] [ 0.25233476 0.36266729 0.61221947 0.36584345 0.58646457 0.65127511 0.39467649 0.43408284 0.48545979 0.45846043] [-0.07794309] [ 0.7831642 0.48700229 0.61222957 0.26505225 0.40372547 0.33724965 0.53252901 0.56201017 0.63645409 0.45543348] [-1.18572396] [ 0.51946292 0.78005755 0.49200056 0.43858277 0.29028333 0.49616676 0.49523618 0.51735686 0.64153377 0.56871017] [-0.20964299] [ 0.68276721 0.6679972 0.42247128 0.45102719 0.18576461 0.17803384 0.57450782 0.75714606 0.66673067 0.48433296] [ 0.00810609] [ 0.60377803 0.65068791 0.4461751 0.43849378 0.27134885 0.35522095 0.53774023 0.49963397 0.61002291 0.3914807 ] [-0.19122438] [ 0.2280947 0.41736999 0.54198103 0.52913367 0.47188338 0.60437056 0.47060831 0.48730317 0.48343707 0.47837653] [-1.72657675] [ 0.58624328 0.6104866 0.52873549 0.33145119 0.38877815 0.32498531 0.6158607 0.64566901 0.60424575 0.28684652] [ 0.1035178] [ 0.55170442 0.77754018 0.40348704 0.58582288 0.25793361 0.38515744 0.50915279 0.56693025 0.61181448 0.65324569] [ 0.02008849] [ 0.44314168 0.62115168 0.51149806 0.46380582 0.42046294 0.60993467 0.58824774 0.55000767 0.4878472 0.58003276] [ 0.0475601] [ 0.21931919 0.59052542 0.5791091 0.41745811 0.45506411 0.62906012 0.38023629 0.49070528 0.45991905 0.54999436] [-0.56554071] [ 0.41422133 0.42695886 0.56770629 0.27526408 0.43931894 0.52289073 0.41934252 0.45795573 0.39136893 0.45500533] [ 0.20279499] [ 0.77661155 0.57195149 0.52837852 0.33788923 0.27496252 0.25262496 0.62336959 0.57917767 0.67331258 0.29678167] [-0.27313566] [ 0.36945467 0.52791996 0.41694533 0.60550282 0.26677605 0.47315061 0.48121624 0.58367618 0.51061389 0.39476855] [-0.2905301] [ 0.68865126 0.6931923 0.48273211 0.33027641 0.44875864 0.52465597 0.49475681 0.55112356 0.55141231 0.49606278] [-0.35760856] [ 0.29081498 0.56528035 0.43258092 0.61998877 0.29602207 0.60015747 0.4917929 0.60037842 0.47459437 0.34469082] [-0.12772691] [ 0.37108173 0.59183948 0.49543487 0.53328214 0.34982885 0.65501019 0.53201475 0.64840938 0.46691273 0.4963601 ] [-0.63218931] [ 0.16466382 0.58491151 0.44725863 0.5520184 0.36749209 0.54670028 0.44952554 0.56052394 0.53735679 0.29826667] [ 0.86759295] [ 0.10608601 0.5430489 0.41880222 0.69293817 0.58905009 0.78211584 0.36578493 0.28405802 0.30782924 0.54768679] [-0.70158036] [ 0.21989085 0.42170597 0.70218539 0.27654079 0.43509849 0.60009346 0.48905752 0.46127376 0.48470215 0.35401199] [ 0.10616614] [ 0.7192317 0.640065 0.56446002 0.32398386 0.400496 0.46539445 0.62942432 0.47308211 0.62568335 0.60898834] [-0.03721461] [ 0.4381558 0.57037482 0.50724901 0.50238095 0.40414187 0.59822899 0.50247923 0.5989246 0.5542855 0.43773891] [-0.96668526] [ 0.82063501 0.80321709 0.48989672 0.48103575 0.38263225 0.48074666 0.61213318 0.56570906 0.69881964 0.65183211] [-0.69131552] [ 0.23926183 0.44140209 0.70665609 0.37970694 0.41467946 0.55281349 0.43152892 0.46012566 0.53895405 0.32691181] [ 0.87432109] [ 0.45876357 0.78920318 0.39856594 0.56234305 0.21169823 0.33871098 0.44054968 0.64649267 0.57895447 0.50645052] [ 0.15199244] [ 0.13788822 0.2612774 0.70760993 0.32871941 0.53945242 0.76577522 0.40891642 0.38863338 0.31815469 0.44990445] [-0.87544087] [ 0.60076687 0.46096277 0.67593052 0.13855012 0.43729198 0.48799752 0.5251145 0.68116572 0.56313746 0.40255024] [-0.66192672] [ 0.3402897 0.6621244 0.51900793 0.47151049 0.35863919 0.54113971 0.50951087 0.53771946 0.50010692 0.44816379] [-0.23120787] [ 0.16936194 0.41933177 0.67346913 0.45085894 0.3994432 0.68119343 0.45179473 0.40360315 0.41404338 0.43438753] [ 0.3714394] [ 0.1527461 0.37690586 0.68782497 0.50588193 0.44898776 0.76566573 0.37940635 0.39924221 0.31372939 0.5302103 ] [-0.79447812] [ 0.28310117 0.64216062 0.45083455 0.51897526 0.40962092 0.56985755 0.48835314 0.54973357 0.47554748 0.45972784] [ 0.14336615] [ 0.2281656 0.44442224 0.54062901 0.38281441 0.4380811 0.66175609 0.34429036 0.45469882 0.4433918 0.4243106 ] [-0.44363817] [ 0.59985166 0.57487515 0.59462562 0.55439778 0.41017627 0.63888102 0.43616462 0.60931757 0.48592598 0.47112716] [ 0.03308529] [ 0.46390726 0.73076492 0.41452535 0.60931324 0.23875151 0.56391592 0.48232366 0.71631612 0.52704617 0.46640354] [-0.26219497] [ 0.32366351 0.3918932 0.57060485 0.62069594 0.50486883 0.6427298 0.45663778 0.47521992 0.36675814 0.50548434] [ 0.39378976] [ 0.70818783 0.59240473 0.59982674 0.46447384 0.38450335 0.56963235 0.51644617 0.50676425 0.61604781 0.51651121] [-0.17564908] [ 0.16900941 0.38417789 0.56476514 0.48983424 0.34227676 0.77190651 0.36681423 0.48068238 0.39262985 0.3877217 ] [-0.934316] [ 0.77060561 0.58249267 0.62559251 0.27486335 0.42956223 0.32591278 0.6954115 0.63724835 0.61449028 0.37815544] [ 0.19095478] [ 0.34532418 0.33523256 0.5326627 0.30761992 0.51147328 0.46507048 0.41796022 0.4552199 0.36157918 0.33316381] [-0.20422548] [ 0.1927429 0.51855168 0.60022965 0.45444251 0.48874351 0.70112365 0.37402152 0.40686886 0.50022973 0.47146941] [-0.76037641] [ 0.62913034 0.60172944 0.44990251 0.49545315 0.29213677 0.36775061 0.54318896 0.45825281 0.65371694 0.42867753] [ 0.0112227] [ 0.3203486 0.62799526 0.5755411 0.38101503 0.61252688 0.698515 0.37674778 0.40980993 0.38694474 0.65183944] [-0.03390606] [ 0.25198086 0.53880261 0.43625744 0.38445773 0.51235833 0.72217382 0.31586419 0.46961952 0.35167776 0.53471616] [ 0.13646557] [ 0.25075804 0.40292112 0.63436965 0.34956154 0.57186418 0.58233632 0.38543542 0.2900194 0.44842403 0.40432885] [-0.13561334] [ 0.48239851 0.76798544 0.32475644 0.47502573 0.28830514 0.65190178 0.47774119 0.61620437 0.53436897 0.55047341] [ 0.2276639] [ 0.27210098 0.59580501 0.40656945 0.62975646 0.4597974 0.67125284 0.4741618 0.62131009 0.39435514 0.45271347] [-0.38898352] [ 0.61632262 0.48507073 0.66867429 0.28428781 0.53936269 0.41202918 0.52259978 0.60614142 0.48024718 0.4228098 ] [-0.47455466] [ 0.47592749 0.32430297 0.63242966 0.34209337 0.55049492 0.66876167 0.4188599 0.52945465 0.49703039 0.3794581 ] [ 0.69624931] [ 0.38384963 0.60661172 0.42097281 0.56565313 0.33081957 0.49596555 0.44995227 0.59768021 0.48464308 0.43147011] [-1.33537766] [ 0.44560577 0.53443037 0.44726554 0.60568381 0.20799825 0.28681294 0.45623412 0.62368526 0.59864411 0.23485607] [-0.23235888] [ 0.54566131 0.50016689 0.56825787 0.40560712 0.510301 0.3686274 0.55028636 0.49190461 0.53187377 0.44502168] [-0.47199368] [ 0.52462358 0.32370292 0.64088805 0.2594178 0.41153838 0.67937421 0.4566449 0.47714157 0.37877944 0.36610579] [-0.79190049] [ 0.3500946 0.74825909 0.40431023 0.68714261 0.24025243 0.56906549 0.41187137 0.48382884 0.60683916 0.51143538] [ 0.50687425] [ 0.69879481 0.66325749 0.44993162 0.59473175 0.25591649 0.30052956 0.50418758 0.49565763 0.61955689 0.52910566] [-0.58054625] [ 0.74807333 0.61385401 0.6046104 0.36388172 0.48853795 0.44220472 0.57510668 0.53734321 0.52115739 0.66704401] [ 1.05308891] [ 0.69031526 0.49401279 0.55475499 0.28053545 0.40404317 0.24829907 0.49248391 0.49093296 0.58256332 0.33105789] [-0.38986174] [ 0.43102315 0.23370295 0.76555134 0.20436571 0.61762744 0.51004313 0.49631968 0.4064001 0.30173231 0.42003486] [ 0.11921768] [ 0.54199551 0.44216914 0.55691793 0.29660649 0.40969724 0.49233829 0.44729452 0.48036493 0.4204263 0.46871109] [-0.20462509] [ 0.20226528 0.44956758 0.62582387 0.40332724 0.39323673 0.74675958 0.38843789 0.4135456 0.4216092 0.43808431] [ 0.13300343] [ 0.75977415 0.43184909 0.62831608 0.26437797 0.43828239 0.31874937 0.57369271 0.49422892 0.50957241 0.30926935] [-0.20826885] [ 0.448164 0.28623777 0.64910167 0.27606928 0.46693797 0.66041104 0.46479995 0.6075315 0.38138377 0.37362105] [-0.02026808] [ 0.36109345 0.76325694 0.4076214 0.7705306 0.48202161 0.66281779 0.37476797 0.42646585 0.51156447 0.64194842] Progress: 75.1% ... Training loss: 0.305 ... Validation loss: 0.481[-0.17524565] [ 0.30252933 0.20453423 0.71247203 0.31728162 0.5437832 0.61331828 0.44747451 0.31690296 0.41968304 0.24539097] [ 0.35076215] [ 0.32974298 0.63341805 0.50182962 0.57008776 0.33033368 0.59902962 0.41418805 0.47843423 0.41336601 0.63310762] [-0.89185999] [ 0.20753413 0.50737725 0.60956267 0.40906167 0.37199598 0.57792649 0.47626311 0.53745736 0.54329931 0.31867575] [ 0.02931922] [ 0.45385917 0.71525569 0.43144988 0.60667175 0.34034827 0.73783146 0.42501382 0.40910747 0.59729282 0.67637967] [-0.040407] [ 0.53016157 0.64244329 0.45417995 0.48220734 0.31785743 0.5080813 0.51792694 0.62985122 0.57019735 0.41912113] [-0.30428183] [ 0.39426885 0.63243255 0.461005 0.60389279 0.42324026 0.58059513 0.42710035 0.40896981 0.5752708 0.49716412] [ 0.0172586] [ 0.59258848 0.5531361 0.49212555 0.307961 0.25604449 0.31283701 0.59529333 0.6661243 0.61206694 0.34277175] [-0.35485028] [ 0.33405116 0.76061423 0.37246659 0.54626328 0.30693688 0.59800177 0.39313114 0.45354711 0.65530706 0.59705128] [-0.21963273] [ 0.49060355 0.32916579 0.66551889 0.42938456 0.44394171 0.52133959 0.53528679 0.49945357 0.34123874 0.36181538] [ 0.99098435] [ 0.73797057 0.50854549 0.58889317 0.3558618 0.45023474 0.30431723 0.65104509 0.54986318 0.59652205 0.39920775] [ 0.4973168] [ 0.74979031 0.46701151 0.67208524 0.28108382 0.51932709 0.45299727 0.53834559 0.53750316 0.57698531 0.40762929] [ 0.21867068] [ 0.2226902 0.67685568 0.39990024 0.63541276 0.39842392 0.80230072 0.32866396 0.5564003 0.57213405 0.56741862] [-0.38388951] [ 0.63344838 0.19857466 0.76012245 0.2680861 0.44665959 0.6322714 0.46804284 0.46736375 0.41706644 0.31971142] [ 0.14024535] [ 0.3624044 0.67975914 0.4097356 0.61053404 0.39106484 0.62567809 0.42053242 0.35925251 0.54018008 0.70731895] [ 0.27301942] [ 0.28068613 0.60125198 0.39130782 0.62285408 0.48684492 0.75107573 0.28529299 0.60360093 0.44928364 0.68661616] [ 0.06666789] [ 0.227119 0.5970058 0.6512193 0.41063905 0.54270322 0.71068166 0.3907079 0.45671135 0.42214478 0.55945746] [ 0.03768187] [ 0.81146935 0.44334056 0.59824603 0.25388462 0.4198139 0.29750586 0.55077234 0.52137982 0.50531707 0.4595334 ] [ 1.03451766] [ 0.55169981 0.48395949 0.61071319 0.31699888 0.43043256 0.58436389 0.5094774 0.4514973 0.37889223 0.47324031] [ 0.42339566] [ 0.18841029 0.61934316 0.50014255 0.42228184 0.46964614 0.72021513 0.39272031 0.40221187 0.47191555 0.60527227] [-0.58107391] [ 0.57194961 0.24097781 0.75091147 0.19467998 0.48954963 0.3611932 0.54484353 0.53822171 0.38502207 0.3491045 ] [-0.46299528] [ 0.46095134 0.55505636 0.44245007 0.57438817 0.31589805 0.6228785 0.33620863 0.53266869 0.49437558 0.51547913] [-0.02946558] [ 0.26333755 0.68522015 0.33949924 0.72891454 0.27568458 0.70639556 0.42015425 0.55244555 0.50366077 0.52697378] [ 1.34888768] [ 0.44884093 0.43543981 0.6417898 0.28347074 0.39802521 0.52929849 0.41445366 0.47523765 0.44738787 0.37423298] [ 0.19256293] [ 0.30080987 0.51831452 0.34764434 0.5422112 0.51397707 0.79878699 0.39298438 0.56962735 0.42190576 0.45591913] [ 0.29695165] [ 0.59241409 0.69924914 0.48795603 0.38207295 0.34844745 0.46615808 0.47766147 0.55511877 0.53657338 0.55660592] [ 0.08111211] [ 0.38412063 0.60530805 0.57059872 0.53575769 0.46490567 0.59524819 0.52568697 0.57427449 0.5311275 0.55151155] [-0.22555075] [ 0.49956219 0.61501243 0.55751791 0.55734617 0.4192201 0.59030297 0.38220861 0.47931277 0.51431939 0.48987053] [ 0.89658367] [ 0.75428228 0.4153899 0.67385498 0.41210676 0.46387528 0.43492791 0.45282151 0.5082053 0.53555121 0.35660051] [ 0.39124404] [ 0.5987319 0.76599533 0.44900117 0.52628863 0.34752919 0.55229154 0.58280584 0.60034062 0.62549456 0.55428831] [ 0.10616658] [ 0.7393773 0.4261595 0.663458 0.26416323 0.39857057 0.29838253 0.6345813 0.67690656 0.47540984 0.27269945] [ 0.52817202] [ 0.13908994 0.61531667 0.42673418 0.58106751 0.43889949 0.76209326 0.3312033 0.42892062 0.52919754 0.59851303] [ 0.32124756] [ 0.18244373 0.34636162 0.66896358 0.56628413 0.48677266 0.77171839 0.41868617 0.34346357 0.41886497 0.37944681] [ 0.28123344] [ 0.406185 0.64201906 0.41796479 0.51252343 0.32920074 0.46666313 0.46502934 0.55790752 0.55137369 0.47664994] [ 1.19403487] [ 0.63804972 0.49557602 0.64724038 0.2983394 0.45425593 0.34557571 0.54871916 0.65869735 0.57126241 0.2834778 ] [ 0.4675997] [ 0.79052158 0.44062067 0.7215135 0.1694504 0.51452461 0.36946251 0.60448552 0.64619778 0.51846759 0.3774931 ] [-0.39444102] [ 0.63017849 0.69426739 0.51062362 0.50719501 0.48302175 0.62894848 0.55064365 0.47451148 0.59635251 0.63731622] [-0.3212823] [ 0.31268258 0.58104592 0.47733542 0.63703155 0.36089499 0.58239598 0.36130638 0.41760309 0.52118422 0.46820356] [ 0.01415589] [ 0.45778596 0.54633 0.46099578 0.45487375 0.31103386 0.30372697 0.45252995 0.49984462 0.60229869 0.28917562] [-0.83632772] [ 0.45622172 0.26465172 0.76867023 0.21767491 0.57740102 0.53062181 0.51683628 0.39147388 0.30119006 0.38795128] [ 0.88395538] [ 0.67471329 0.41483763 0.54420178 0.36208653 0.30752244 0.2306631 0.5703034 0.6727308 0.55878347 0.23880791] [ 0.71504554] [ 0.09883861 0.6496505 0.39336583 0.61908992 0.46335609 0.85506145 0.38228887 0.47500968 0.54468788 0.65534918] [-0.06429599] [ 0.54610427 0.66385553 0.42350568 0.61874347 0.25498471 0.53425413 0.40222633 0.42378628 0.58877129 0.53230769] [ 0.6136967] [ 0.116161 0.56318708 0.3935654 0.6126757 0.53129323 0.75465337 0.31175792 0.42651435 0.3639548 0.50561727] [-0.02902062] [ 0.45029185 0.62272824 0.41871683 0.50573041 0.39096962 0.63059045 0.36440911 0.52282713 0.51179349 0.63326662] [ 1.45926534] [ 0.79955033 0.58391895 0.5422841 0.26804868 0.23238079 0.25777945 0.5716405 0.62013741 0.65226646 0.32133235] [ 0.38296198] [ 0.16107295 0.56000962 0.5240349 0.46499529 0.48212616 0.69102398 0.37283023 0.38885733 0.45292292 0.56090523] [ 0.17208276] [ 0.26403878 0.68335059 0.51614873 0.45608123 0.57985481 0.703402 0.44325338 0.34259728 0.6129627 0.61622188] [-0.10441575] [ 0.25367889 0.60524014 0.37370162 0.66389492 0.3392164 0.72391436 0.4529577 0.50145238 0.53246031 0.53256501] [-0.06743818] [ 0.58105807 0.67981183 0.46638823 0.4685059 0.35071146 0.54734991 0.58255839 0.62288522 0.56586771 0.52356088] [ 0.12096452] [ 0.27087456 0.61472712 0.33485314 0.42333251 0.49720875 0.73286727 0.31631509 0.4770341 0.4240496 0.55258969] [-0.57174071] [ 0.34698531 0.63105149 0.43331172 0.58587748 0.30388477 0.45835779 0.51933498 0.6975244 0.56012132 0.35368205] [-0.13036114] [ 0.59591409 0.55994504 0.63475153 0.43482457 0.49395658 0.57926634 0.47399774 0.60340367 0.61581829 0.56207339] [-0.24481322] [ 0.40892423 0.46880059 0.68284646 0.41372667 0.63182387 0.63971195 0.46635626 0.3975597 0.47512124 0.45948985] [-0.64621231] [ 0.17397769 0.50212227 0.59316474 0.57797781 0.28097737 0.61514832 0.37169454 0.56475412 0.45695216 0.31277955] [ 0.04669142] [ 0.34441781 0.78780683 0.27176478 0.65592479 0.38609844 0.56602818 0.3960828 0.36744194 0.53775496 0.67575866] [ 0.30558925] [ 0.37782167 0.72157072 0.47534333 0.58504836 0.52243383 0.70336136 0.31878718 0.46767261 0.48256673 0.67106156] [ 0.11116135] [ 0.21942947 0.54352281 0.40904035 0.55445737 0.42889504 0.66294227 0.33420381 0.47696537 0.44326118 0.4316655 ] [ 0.24221104] [ 0.24642573 0.61501249 0.45068356 0.57552476 0.3924468 0.81087167 0.31949029 0.55134836 0.47047904 0.58700116] [ 0.50495798] [ 0.11086984 0.42659623 0.54957734 0.54177932 0.41162095 0.81764717 0.38410828 0.37331593 0.425517 0.5001076 ] [ 0.27247034] [ 0.57915085 0.65173484 0.56585754 0.43986964 0.47904229 0.5530344 0.58364578 0.4929826 0.64812879 0.54880902] [-0.58966199] [ 0.59613191 0.5669862 0.50349161 0.51787556 0.41595349 0.39031368 0.46511484 0.55574145 0.5092676 0.43615048] [-0.09828798] [ 0.70224884 0.38225496 0.64496422 0.29746975 0.49256051 0.49406501 0.59335784 0.54123682 0.41360001 0.41654957] [-0.03458904] [ 0.2315428 0.31993421 0.66249906 0.39359245 0.50000701 0.63309895 0.53983039 0.36232807 0.4033486 0.41970198] [ 0.15682493] [ 0.352272 0.65070525 0.41568833 0.61992941 0.36992014 0.62307364 0.40697224 0.31978504 0.45354671 0.64469096] [-0.15151031] [ 0.56136663 0.61174929 0.49300448 0.36542615 0.39216661 0.57348978 0.45163411 0.62609643 0.52720985 0.5678962 ] [-1.47849401] [ 0.5508232 0.58472044 0.5061716 0.43611758 0.24097436 0.27228235 0.50984597 0.61177866 0.59053784 0.25264933] [ 0.19487092] [ 0.21580136 0.64451039 0.45235035 0.5513636 0.48001407 0.69348425 0.3323411 0.39168341 0.48215183 0.53293526] [ 1.0107818] [ 0.62460923 0.51882969 0.46489347 0.51280428 0.38656567 0.50331227 0.60054336 0.69994962 0.51219063 0.34617737] [-0.08148453] [ 0.31705449 0.73245174 0.37136417 0.63485167 0.31873782 0.60133439 0.42630926 0.43252174 0.46818163 0.65393313] [ 0.18666402] [ 0.58332626 0.57524992 0.51489663 0.41145226 0.28054158 0.53657401 0.48787126 0.45143678 0.51807031 0.51613402] [ 0.01747445] [ 0.25227758 0.69277766 0.42374083 0.69852688 0.31390645 0.683398 0.41108751 0.47215341 0.54200011 0.60633382] [-0.03512904] [ 0.40712328 0.7838215 0.41250943 0.61967925 0.38346601 0.6044774 0.46980336 0.53082877 0.65561225 0.54526075] [ 0.779885] [ 0.30650421 0.49812876 0.44671434 0.55479937 0.47772706 0.41861579 0.46648087 0.53305125 0.4834103 0.49385703] [-0.34912776] [ 0.52151431 0.46118261 0.60065752 0.32820849 0.45277542 0.60578693 0.54112696 0.59057637 0.45895316 0.44882859] [-0.46365005] [ 0.53353564 0.80387774 0.43121449 0.47627872 0.4557673 0.61091755 0.46782035 0.51326423 0.60769916 0.65231975] [-0.40866808] [ 0.41697857 0.72475889 0.40312093 0.6274432 0.32497786 0.56072247 0.35263432 0.4161485 0.55890078 0.52990283] [ 0.20721418] [ 0.22404051 0.39018734 0.50050414 0.39638727 0.46703842 0.6598746 0.37362673 0.49535299 0.36448065 0.41789997] [-0.27008508] [ 0.77633022 0.43391748 0.61810471 0.31874586 0.31710147 0.20992575 0.55218574 0.67088818 0.5359029 0.26567879] [-0.13378783] [ 0.21790316 0.4437363 0.5964772 0.43038092 0.45547732 0.57981167 0.53547828 0.36820541 0.50025398 0.34043171] [-0.26395232] [ 0.75183075 0.67126054 0.54477909 0.40645394 0.36024603 0.45662248 0.51530096 0.60857843 0.57255522 0.45529258] [ 0.22899413] [ 0.39701678 0.56980654 0.51401319 0.53777389 0.37163521 0.65739357 0.40364967 0.47080412 0.43268106 0.57243091] [ 0.07484514] [ 0.38628815 0.49254975 0.4652505 0.65816571 0.48321073 0.74878085 0.52162776 0.44632893 0.45147583 0.57110226] [ 0.72613352] [ 0.67749098 0.71195314 0.55671103 0.372318 0.44671068 0.43986731 0.65608221 0.58069019 0.68634301 0.42157749] [ 0.37183275] [ 0.16677392 0.47224875 0.63528815 0.40391618 0.49037335 0.63316114 0.39122927 0.370617 0.35303839 0.4803439 ] [ 0.48509927] [ 0.53152223 0.65671415 0.36734657 0.59903868 0.30037437 0.62292089 0.40440584 0.39564127 0.54069265 0.54753936] [ 0.90877421] [ 0.73666431 0.35833505 0.65024903 0.35957607 0.40005678 0.34941833 0.4294973 0.49343846 0.53641308 0.3876074 ] [ 0.39319427] [ 0.31633365 0.67317734 0.40450946 0.65499852 0.55533889 0.68691432 0.34240835 0.4762657 0.49381218 0.63678524] [ 0.43230039] [ 0.12228834 0.62294132 0.39763252 0.63948755 0.41753824 0.70574641 0.29726528 0.4215205 0.46309668 0.57530514] [-0.06437151] [ 0.29977047 0.37506042 0.61873535 0.29836912 0.53687158 0.62534258 0.42419104 0.48041582 0.43720468 0.47084485] [-1.35456515] [ 0.50272679 0.72882464 0.55604767 0.4611899 0.32717203 0.47860228 0.50153792 0.57947138 0.57700374 0.41844716] [ 0.07172403] [ 0.34701581 0.52303013 0.46227815 0.55738112 0.44025897 0.618402 0.57017798 0.50828141 0.4542686 0.52136887] [ 0.07407262] [ 0.3097876 0.47193186 0.47925603 0.53648033 0.41707242 0.54294941 0.46167597 0.55358611 0.41024827 0.4125327 ] [ 0.63409996] [ 0.32955161 0.61750057 0.51324531 0.63446282 0.46097059 0.65153657 0.34156536 0.49870686 0.4870457 0.56470523] [-0.14446409] [ 0.42758627 0.78447509 0.3426498 0.56329903 0.33205735 0.66640274 0.37759961 0.51420627 0.51953198 0.72297478] [ 0.01320115] [ 0.35101172 0.58925498 0.4894921 0.36021211 0.47819738 0.4218664 0.5084024 0.56095981 0.60997717 0.45631945] [ 0.26945178] [ 0.15569104 0.58186595 0.51130764 0.64904084 0.34774261 0.68275906 0.32541227 0.33335028 0.40846849 0.45862187] [-0.18287033] [ 0.35737535 0.3293325 0.69024134 0.30442958 0.41161396 0.42491099 0.54315291 0.52388238 0.47901575 0.18582308] [ 0.15799155] [ 0.62263139 0.5567339 0.37853075 0.36158129 0.41809873 0.58357708 0.44169888 0.45936628 0.4840972 0.55181229] [ 1.4977974] [ 0.69497792 0.52053713 0.61329794 0.32215101 0.30881692 0.36456732 0.54689222 0.73477745 0.59828899 0.32914798] [ 0.03130646] [ 0.25416782 0.52027794 0.51901914 0.5319965 0.36974546 0.71434734 0.3658696 0.53494723 0.51606228 0.51069133] [-0.68305576] [ 0.29598578 0.53274099 0.52565413 0.5429396 0.34593686 0.65117566 0.34928975 0.65639876 0.47199482 0.39598995] [-0.14163134] [ 0.40263554 0.69453578 0.40853392 0.7090819 0.30632325 0.55649787 0.40521569 0.41008817 0.5912799 0.60954309] [-0.3263692] [ 0.38565698 0.71144375 0.40621341 0.6768687 0.27010298 0.62204347 0.44900323 0.44264506 0.64542514 0.54587565] [-0.29892573] [ 0.39994528 0.32284374 0.6525781 0.24843746 0.54648865 0.44813898 0.48463626 0.29909412 0.44720505 0.32923197] [ 0.07899371] [ 0.37420959 0.41014094 0.65589578 0.29286787 0.6498857 0.61078846 0.48119645 0.22968711 0.30335452 0.57941975] [-0.37261457] [ 0.48072889 0.63770368 0.55594309 0.42562449 0.41756937 0.65311981 0.52742013 0.50157744 0.55626973 0.54581005] [-1.2474217] [ 0.37131806 0.44481942 0.6783502 0.3086034 0.29103438 0.51631206 0.47076501 0.57861143 0.52842449 0.30293289] [-0.02938043] [ 0.2678824 0.4135695 0.55851342 0.46625066 0.47911621 0.58254867 0.45326685 0.48921692 0.54345409 0.36627225] [ 0.67200467] [ 0.54468409 0.50608266 0.45228372 0.53791777 0.32352002 0.40480943 0.57015331 0.60843559 0.51166999 0.31862302] [ 0.24974951] [ 0.20946796 0.54567987 0.52727943 0.59181407 0.52251401 0.66259952 0.31037449 0.50049567 0.51468672 0.48100123] [ 0.37440383] [ 0.58170175 0.58070765 0.51436488 0.38276846 0.20577145 0.35612139 0.54584356 0.72675366 0.60439049 0.36735596] [-0.01531068] [ 0.26376305 0.57286978 0.46974374 0.59311169 0.29358713 0.58531851 0.39421799 0.44597478 0.52969258 0.48470365] [-0.43940384] [ 0.3452017 0.7670774 0.46395028 0.5818808 0.35808835 0.66481523 0.39869972 0.53793418 0.66908128 0.59834248] [-0.24894884] [ 0.4871333 0.44522919 0.61331426 0.36475092 0.56807475 0.58369852 0.51604138 0.48902904 0.37763462 0.51086587] [-0.48267824] [ 0.56447656 0.3411633 0.72671815 0.2794445 0.60428206 0.37665527 0.44234624 0.55678127 0.35668165 0.46777542] [ 0.45853586] [ 0.6001962 0.56803116 0.50557832 0.40083358 0.32285599 0.42726419 0.49414257 0.44390161 0.61099068 0.46471567] [ 0.27054092] [ 0.22107046 0.69626286 0.3788342 0.51510919 0.3155317 0.77388583 0.37299677 0.41775865 0.56213571 0.62494076] [ 0.1238392] [ 0.65845111 0.75521492 0.41997284 0.52039907 0.33801141 0.35413776 0.50640233 0.52666549 0.62921747 0.67284068] [ 0.07379978] [ 0.39991836 0.7995302 0.41203506 0.5706755 0.24717703 0.65328641 0.45485911 0.52921531 0.55322916 0.64230907] [ 0.07414975] [ 0.35232391 0.66740578 0.40058889 0.62250003 0.31748529 0.68017316 0.4923974 0.56565571 0.48220902 0.49891311] [-0.14247975] [ 0.72445542 0.54034542 0.57048804 0.25333703 0.3977404 0.5386817 0.55924856 0.57037234 0.45358084 0.44599765] [-1.17322229] [ 0.37058091 0.59840791 0.43761968 0.41245171 0.39991965 0.52568143 0.53000853 0.72843411 0.63904715 0.47595714] [-0.06043692] [ 0.72222986 0.3066795 0.64121407 0.43130966 0.57233499 0.53477519 0.47252953 0.54505629 0.39128327 0.4796329 ] [ 0.8351209] [ 0.53039367 0.68523395 0.41573123 0.63312124 0.27749418 0.42133101 0.45983987 0.62423816 0.6496713 0.75433742] [ 1.17077326] [ 0.53715342 0.62290119 0.37022432 0.48929854 0.28848961 0.32096859 0.48162833 0.65792121 0.66671618 0.28400975] [ 0.0830055] [ 0.56733806 0.4697462 0.4833599 0.4653271 0.29994555 0.50838625 0.50044768 0.41927477 0.4963329 0.45089548] [-0.16857727] [ 0.28536957 0.67019138 0.50550293 0.62734789 0.41147494 0.60940856 0.3576192 0.5127482 0.58646328 0.61325158] [-0.13167016] [ 0.59210483 0.79480223 0.48144073 0.50482528 0.4560046 0.45714835 0.45651232 0.62328101 0.59818461 0.70358947] Progress: 75.4% ... Training loss: 0.302 ... Validation loss: 0.459[ 0.80265803] [ 0.75109152 0.4740801 0.62856107 0.26909903 0.40147581 0.24308655 0.55404323 0.62820867 0.48821799 0.44352872] [ 0.11276149] [ 0.44116483 0.45233974 0.63028146 0.19770376 0.69454394 0.77298798 0.49547799 0.32299614 0.32290668 0.64972961] [-0.00928659] [ 0.43995794 0.41903631 0.49251551 0.43221648 0.61403774 0.71502187 0.45941603 0.41762571 0.32428614 0.60618376] [-0.83444] [ 0.78903362 0.58275269 0.54683609 0.42889575 0.32131554 0.31529706 0.47937918 0.50190369 0.65772403 0.54995761] [-0.41035106] [ 0.45938502 0.62987134 0.44358145 0.4928387 0.42823584 0.63153816 0.45507443 0.56827711 0.55057206 0.47666517] [-0.10785068] [ 0.31158537 0.403834 0.65064923 0.29548491 0.50722548 0.67714844 0.42474627 0.38222171 0.45284713 0.46923502] [-0.13264305] [ 0.27724899 0.3323188 0.69968972 0.32926729 0.45971397 0.68125978 0.44975745 0.44449649 0.37746864 0.47344972] [-0.45312648] [ 0.42876321 0.64618312 0.49093075 0.52312315 0.39337749 0.6594235 0.40454791 0.48112424 0.59948888 0.53999579] [-0.49401855] [ 0.83384918 0.63012338 0.55119279 0.2198727 0.37033182 0.29327084 0.62789379 0.50047968 0.70449161 0.44180552] [-0.61321646] [ 0.75716683 0.67222287 0.46272264 0.43576236 0.23968533 0.54258579 0.47691585 0.51462842 0.57851481 0.57073445] [ 0.17659536] [ 0.26419633 0.4820489 0.46695232 0.54784964 0.46906566 0.47994349 0.45291889 0.44042021 0.45796664 0.67354128] [ 0.15902961] [ 0.47747566 0.71644193 0.42213883 0.5512949 0.35581895 0.48097099 0.52691555 0.57137314 0.66724705 0.44903747] [-0.0058368] [ 0.42108463 0.18787631 0.77896582 0.32021014 0.33809842 0.45442399 0.5338299 0.65207386 0.38470787 0.17587084] [-0.47592765] [ 0.38955719 0.71146122 0.40763846 0.67480059 0.267571 0.61624236 0.45188252 0.44908641 0.648367 0.54041132] [-0.30770704] [ 0.63244911 0.515911 0.55413861 0.38336976 0.38721894 0.64263274 0.50145019 0.61401392 0.51233776 0.46601832] [ 0.10803066] [ 0.36000327 0.54104898 0.44667424 0.5396838 0.37403838 0.39581835 0.51247732 0.58919591 0.53300859 0.36770727] [-0.07537196] [ 0.27666105 0.77981079 0.2493657 0.73164454 0.28267946 0.6849558 0.40350116 0.59131971 0.5291553 0.63840771] [-0.53431608] [ 0.38022103 0.54827643 0.41442878 0.51841647 0.31378713 0.67620724 0.42543663 0.59067424 0.37475739 0.48182492] [ 0.23566381] [ 0.64662042 0.64420841 0.41868527 0.43941616 0.35843279 0.32377914 0.59365882 0.56041856 0.65682902 0.27558837] [ 0.53334231] [ 0.18237627 0.50910444 0.61175415 0.44312905 0.53997045 0.77157837 0.36713296 0.26247395 0.37089704 0.55509172] [-0.23670741] [ 0.43832978 0.45944569 0.48576011 0.45761375 0.42438354 0.51256304 0.63922012 0.63371856 0.41060588 0.34340513] [ 0.4016164] [ 0.34793261 0.39248449 0.5653345 0.54465967 0.49204738 0.44119496 0.46415705 0.50273632 0.45594874 0.39168365] [-0.36001918] [ 0.39084801 0.50941038 0.56185103 0.49233823 0.45874271 0.57303898 0.5244055 0.5048021 0.43947838 0.50081181] [-0.30493224] [ 0.47975992 0.58150903 0.45637175 0.47261927 0.33901734 0.46387548 0.58164182 0.4935874 0.51632765 0.52400872] [-0.22484196] [ 0.32997708 0.54640242 0.56903261 0.43859878 0.42049386 0.66916134 0.51150336 0.51611934 0.41715005 0.45805784] [ 0.11028533] [ 0.24691356 0.26460631 0.75443523 0.30878986 0.55915703 0.72320987 0.41184746 0.3701261 0.3771045 0.41764929] [ 0.79740869] [ 0.51048228 0.62184645 0.50816135 0.52026657 0.32763971 0.48959234 0.36352666 0.5274272 0.63123533 0.54419129] [ 0.31097414] [ 0.21421225 0.68556663 0.36759431 0.60357337 0.44769351 0.80137043 0.31011762 0.53984785 0.46379299 0.63430814] [-0.95622653] [ 0.29707558 0.4255023 0.63444571 0.32807356 0.36368402 0.46276619 0.51610421 0.6073494 0.50398135 0.50818557] [-0.09304134] [ 0.42362141 0.64813711 0.35546441 0.59069361 0.3105212 0.50814258 0.60135599 0.75939522 0.568762 0.31463019] [-0.11342164] [ 0.38554049 0.68334953 0.52995424 0.63669965 0.39890295 0.56966977 0.4553301 0.54353074 0.55587234 0.54456435] [-0.49089552] [ 0.86298554 0.43726324 0.59190007 0.3777308 0.33142339 0.27492579 0.53597409 0.46701773 0.5261487 0.43280715] [ 0.03491921] [ 0.2145463 0.57130573 0.50193736 0.66584065 0.54170701 0.6761718 0.41957078 0.53435847 0.45527989 0.47008512] [ 0.0687187] [ 0.23923981 0.60090224 0.39706639 0.59424349 0.37800547 0.7792787 0.4060001 0.54108025 0.44404408 0.52794362] [-0.32032624] [ 0.33797743 0.65278083 0.3745453 0.60558678 0.38754865 0.55496498 0.29940711 0.5011615 0.49413574 0.55573683] [ 0.32223081] [ 0.27274408 0.59680452 0.43745599 0.6753317 0.32739178 0.64141161 0.42795929 0.43289185 0.46559957 0.48109453] [ 0.75253707] [ 0.73600107 0.3930284 0.73967073 0.16561542 0.4858469 0.22937292 0.55361629 0.67665381 0.5104668 0.31710062] [-0.14360231] [ 0.29532906 0.53279632 0.5879587 0.46586923 0.49592735 0.72640449 0.48921823 0.41261759 0.40598594 0.50736858] [ 0.21082081] [ 0.18821044 0.45688453 0.64046532 0.47748819 0.48894522 0.71706884 0.42383086 0.3585635 0.43044802 0.5233713 ] [ 0.94716384] [ 0.32786279 0.29447144 0.72136745 0.40851615 0.40885427 0.60125058 0.40320873 0.4953147 0.4929936 0.33836375] [-0.59848935] [ 0.33129898 0.60099441 0.51556581 0.39243416 0.49484328 0.50991081 0.42537194 0.51268404 0.58411925 0.43515126] [ 0.03676864] [ 0.26851242 0.49384939 0.45575067 0.60689788 0.39448696 0.64711036 0.39672754 0.42458512 0.42330886 0.41637972] [-0.42426455] [ 0.66044684 0.54047554 0.60064623 0.34849644 0.62851703 0.5730254 0.45722446 0.47264747 0.54695284 0.53051354] [ 0.13857927] [ 0.29558442 0.71977109 0.43718756 0.26927503 0.46595923 0.74577628 0.40650083 0.46049785 0.5275277 0.64757729] [-0.87593838] [ 0.42620407 0.71451275 0.33661578 0.65334707 0.29902433 0.52678843 0.40732972 0.59446853 0.57317803 0.45134652] [-0.28540243] [ 0.57118571 0.66917392 0.46457138 0.42969392 0.37829221 0.35782056 0.44573494 0.54291051 0.5850933 0.46236772] [-0.11175626] [ 0.48353327 0.51110605 0.60003166 0.56716438 0.55790801 0.45809776 0.44905537 0.50659273 0.54345425 0.52819398] [-0.28587333] [ 0.69957919 0.60022694 0.63270064 0.37463111 0.41053092 0.40067168 0.60591571 0.49570639 0.57941334 0.42940354] [-0.33472084] [ 0.4678106 0.7190142 0.51391239 0.57966851 0.44453054 0.73110312 0.53122551 0.41453931 0.64886506 0.65816605] [-0.41981135] [ 0.31223486 0.45829167 0.55946796 0.47678742 0.40350035 0.50214632 0.46245464 0.6289941 0.54681929 0.31455676] [ 0.07004375] [ 0.28237645 0.45092629 0.44156892 0.57718607 0.27517563 0.48434805 0.42024799 0.62883882 0.49476119 0.23821039] [-0.00904553] [ 0.38330105 0.70597144 0.38263131 0.42995555 0.33694763 0.68556938 0.50530279 0.59265589 0.49604358 0.52310793] [-0.03740828] [ 0.69211797 0.62746521 0.58782031 0.47471262 0.3983375 0.45540906 0.49124445 0.66920891 0.69432431 0.47242765] [-0.09900529] [ 0.57322083 0.6275213 0.47721248 0.66153018 0.42400804 0.39921973 0.51818182 0.54643739 0.63415157 0.37046111] [-0.69738078] [ 0.43400206 0.70489919 0.38389043 0.61420759 0.25461284 0.62461732 0.43927612 0.62525115 0.54225881 0.47889207] [ 0.15717829] [ 0.71020892 0.52142844 0.62345356 0.28066036 0.39563889 0.42904491 0.63313488 0.68243728 0.48356092 0.40477579] [-0.46418763] [ 0.31364768 0.28205052 0.7451264 0.38227276 0.45395051 0.63381606 0.46517281 0.36364884 0.36024174 0.39160683] [-0.45356028] [ 0.48286896 0.63100864 0.45261666 0.72354898 0.48939901 0.67212723 0.41318911 0.49012414 0.46129198 0.48009991] [ 0.05967926] [ 0.27534938 0.62038814 0.44698669 0.3975446 0.4047808 0.57499637 0.38981623 0.42723684 0.46061488 0.51326569] [ 0.01332007] [ 0.78851044 0.48162981 0.63656686 0.22218401 0.45407806 0.21785441 0.61937881 0.65687495 0.6212249 0.24670863] [ 0.16862883] [ 0.24504542 0.60918828 0.36136046 0.64461819 0.33338114 0.70020258 0.33201199 0.47503915 0.49638468 0.51526376] [-0.16985261] [ 0.38857238 0.56235183 0.38289191 0.50675852 0.37731072 0.44542545 0.43368203 0.49548844 0.55977851 0.45128518] [-0.64852321] [ 0.65184552 0.48192899 0.62860363 0.3252736 0.42679012 0.46647017 0.5864666 0.51916773 0.49175297 0.41876258] [-0.58343186] [ 0.6199643 0.39646365 0.67997937 0.24648689 0.4847358 0.48666973 0.53025136 0.40223707 0.38021989 0.53283418] [-0.54358909] [ 0.87641875 0.57588774 0.60688614 0.18244284 0.27079889 0.22225591 0.70443348 0.69528197 0.73222962 0.34042279] [ 0.42023729] [ 0.16150763 0.57968237 0.51184221 0.63020083 0.44496786 0.63092925 0.39683667 0.38991747 0.59721276 0.43042585] [-0.16234655] [ 0.39783067 0.52168817 0.54597164 0.34591309 0.48875662 0.70056451 0.40832208 0.37855877 0.48904918 0.64032219] [ 1.00644156] [ 0.45474978 0.50246482 0.59581375 0.31334971 0.50620244 0.63575716 0.41989355 0.60924628 0.60293363 0.51089089] [-0.8306653] [ 0.805671 0.44995379 0.65757865 0.19656008 0.35490886 0.26663527 0.63115006 0.64916957 0.53706502 0.26258566] [ 0.24623448] [ 0.18106624 0.75416758 0.37954007 0.66480681 0.37897793 0.68950257 0.37639241 0.4179219 0.40859059 0.57800337] [-0.22762351] [ 0.50431327 0.53036975 0.56366675 0.21581295 0.54589098 0.66245637 0.46207276 0.45117044 0.59636015 0.55963615] [ 0.32870836] [ 0.26849925 0.57384061 0.59687859 0.55966005 0.29751221 0.62541265 0.40829528 0.53511588 0.60702974 0.39323553] [-0.12562262] [ 0.43182231 0.54674426 0.44122521 0.66376234 0.46183445 0.5476425 0.42261431 0.50794514 0.50238693 0.55901275] [ 0.30728956] [ 0.51653905 0.58837065 0.51745992 0.61363758 0.42742732 0.43060362 0.46786302 0.58483785 0.54852599 0.32069779] [-0.0454555] [ 0.28238758 0.43433221 0.69656715 0.36582255 0.46301482 0.68068825 0.46122255 0.417465 0.39866043 0.40929426] [-0.61348891] [ 0.4225116 0.7893438 0.4328558 0.6300628 0.36012232 0.6502724 0.42754085 0.53867897 0.68419303 0.59849061] [-0.12147368] [ 0.37395174 0.66115565 0.43018355 0.53852874 0.3432378 0.65011976 0.39641225 0.48176284 0.54230368 0.63122536] [ 0.67038225] [ 0.648549 0.51822703 0.53077825 0.2923572 0.31938558 0.36067507 0.60645706 0.62294183 0.65118345 0.37554523] [ 0.0533395] [ 0.62180864 0.54969153 0.53806811 0.5600795 0.28942358 0.43717614 0.47524729 0.40727986 0.54044321 0.49313049] [-0.0531623] [ 0.49233888 0.68149873 0.54840914 0.46668113 0.38889162 0.62137487 0.46990877 0.44795848 0.55788088 0.53072567] [-0.17766981] [ 0.7638152 0.60987704 0.57065689 0.42661452 0.46045221 0.3280709 0.52423631 0.55119802 0.65680395 0.34591737] [-0.50014614] [ 0.45743502 0.62383655 0.45865222 0.58872152 0.2865334 0.55025158 0.4261989 0.37256674 0.62256587 0.52690035] [-0.22422662] [ 0.24140289 0.54340148 0.49257935 0.45532588 0.3707099 0.54740256 0.38011495 0.47427434 0.44565056 0.36884542] [-1.00161656] [ 0.29793619 0.40025059 0.72239864 0.32540411 0.34438697 0.54914372 0.46366643 0.54852847 0.43739894 0.29717304] [-0.3329587] [ 0.28592311 0.21604915 0.75442644 0.29334916 0.60117686 0.58493727 0.52966943 0.3453844 0.29766611 0.41384252] [ 1.73013306] [ 0.43698155 0.48728194 0.46719018 0.4263464 0.34651383 0.41554462 0.55865864 0.70358916 0.5376006 0.19875372] [-0.51250686] [ 0.64039538 0.72401334 0.51433177 0.29230624 0.40429263 0.49936684 0.55869359 0.5257454 0.62246766 0.6661374 ] [-0.02410371] [ 0.4497185 0.76905807 0.4334227 0.67531107 0.34698919 0.59938196 0.38507355 0.5724022 0.62758849 0.55099895] [ 0.13207492] [ 0.37321247 0.46678015 0.47268374 0.55153423 0.44696385 0.67648446 0.37313348 0.5336639 0.39479066 0.48772474] [-1.44208763] [ 0.43969068 0.49659364 0.55306065 0.47437446 0.31967419 0.43194989 0.48223266 0.66199125 0.41820363 0.28193277] [-0.29288304] [ 0.38402195 0.78031495 0.29018208 0.66884088 0.30058862 0.70333808 0.48837933 0.6366439 0.53333346 0.51264639] [ 0.77628726] [ 0.1528114 0.6067171 0.50265154 0.60695785 0.37847843 0.59926659 0.3013628 0.4609547 0.56232451 0.38967136] [-0.14924752] [ 0.29990831 0.48228669 0.43665377 0.36591039 0.44083273 0.5892982 0.37625016 0.57221269 0.41509043 0.40052969] [ 1.02882634] [ 0.88401702 0.39216042 0.70081359 0.24174764 0.39549827 0.29158913 0.58640033 0.75830975 0.56670998 0.26731544] [-1.27120476] [ 0.84858278 0.64999888 0.54807122 0.25775559 0.25733225 0.25735636 0.61126212 0.59216854 0.68943232 0.42516474] [-0.76490854] [ 0.6564461 0.71065244 0.44500711 0.37362956 0.3284099 0.34824608 0.47225342 0.60372849 0.60074628 0.519264 ] [ 0.89137924] [ 0.07906233 0.66374352 0.40300869 0.6483904 0.51404632 0.88646577 0.36505654 0.4141781 0.44656417 0.62096991] [ 0.10360662] [ 0.39299875 0.66897519 0.45460937 0.5204486 0.31073455 0.59741241 0.36063703 0.7043872 0.60003607 0.52117358] [-0.17040033] [ 0.42456159 0.56694735 0.51573965 0.6484252 0.51870997 0.60942881 0.44476696 0.55885536 0.39111129 0.50880426] [ 0.27341554] [ 0.19693197 0.44721882 0.63894944 0.47073134 0.35761663 0.76930544 0.36913061 0.54629992 0.38402242 0.43674326] [ 0.34394495] [ 0.32168548 0.60922527 0.46822458 0.49184822 0.40656237 0.50159603 0.50097688 0.58471421 0.42088324 0.46746643] [-0.12831054] [ 0.65756666 0.49326154 0.65009824 0.32604476 0.46180147 0.48829031 0.45690915 0.56789733 0.57070034 0.41175617] [-0.46463847] [ 0.3769669 0.66622558 0.52528045 0.53386879 0.43355193 0.61997294 0.48395815 0.45260893 0.58760361 0.62666402] [-0.11455535] [ 0.4002745 0.28417203 0.67210245 0.3342067 0.45449664 0.62465067 0.3928198 0.46519006 0.43359913 0.33152477] [-0.18041176] [ 0.19462842 0.39026023 0.5513643 0.40350735 0.46209283 0.58916005 0.37562252 0.49868713 0.40387819 0.35828986] [ 0.13961643] [ 0.19081115 0.67757718 0.37538165 0.57563009 0.37552764 0.73755915 0.32001918 0.44742056 0.49410349 0.49349027] [ 0.23896232] [ 0.11381997 0.46593123 0.50885324 0.6426752 0.3478746 0.77764692 0.40947105 0.49284016 0.46295871 0.46319198] [-0.07640279] [ 0.34431207 0.3867102 0.56738154 0.298908 0.45574831 0.63232409 0.42679379 0.40807904 0.36458861 0.38105323] [-1.82377142] [ 0.65194366 0.57921073 0.50166679 0.48055243 0.23565531 0.27060563 0.50237179 0.53825254 0.64094072 0.26118791] [ 0.08829193] [ 0.24307545 0.60412975 0.59947 0.40520866 0.44285168 0.73813867 0.38130686 0.40934617 0.53709603 0.54087983] [ 0.5934658] [ 0.23751346 0.594331 0.47983194 0.45217458 0.30086414 0.49581646 0.50655606 0.57062122 0.63639506 0.25006934] [-0.40626524] [ 0.7459584 0.7539786 0.46439428 0.49619698 0.27461061 0.44579121 0.48235129 0.50693482 0.74729038 0.63249426] [ 0.19263271] [ 0.17510182 0.4795646 0.59780559 0.44928777 0.48438349 0.65040537 0.33587712 0.32171215 0.34472438 0.53073167] [-0.01017475] [ 0.70501583 0.66447429 0.57070829 0.31557286 0.42429468 0.46437749 0.62566391 0.55517778 0.66620817 0.51025355] [ 0.34514424] [ 0.14958985 0.51654998 0.48355661 0.43337121 0.45450989 0.72577051 0.34947229 0.38566958 0.44867629 0.47834981] [-0.04210738] [ 0.28780125 0.52419342 0.41140861 0.62691443 0.48092813 0.65547897 0.43268478 0.64445697 0.45396593 0.52935966] [-0.95475942] [ 0.57223286 0.5084811 0.49017648 0.34736509 0.32259239 0.28134375 0.51182068 0.62629375 0.60350189 0.3215403 ] [ 0.37019505] [ 0.11574675 0.49806729 0.50549964 0.60872513 0.51097822 0.76548048 0.39033093 0.34416679 0.39791319 0.42086928] [-1.31079913] [ 0.3996782 0.48405073 0.56655455 0.21398162 0.33697313 0.3913504 0.43872267 0.61386193 0.49203932 0.24021896] [ 0.37689594] [ 0.24306395 0.584492 0.37185264 0.69718863 0.46351997 0.79596195 0.32910435 0.56716054 0.39713131 0.63038665] [ 0.5279365] [ 0.74815194 0.65182116 0.5167704 0.34798957 0.2972479 0.43833065 0.52677148 0.42111536 0.56689232 0.54543649] [ 0.12121522] [ 0.43493344 0.26953653 0.70192281 0.39720673 0.33170729 0.58578059 0.46895703 0.58639333 0.45537745 0.25819986] [ 0.34654925] [ 0.31621642 0.3998768 0.5693871 0.30328115 0.38793327 0.57449479 0.36621703 0.45039818 0.33444266 0.31396831] [-0.04318357] [ 0.54266776 0.42949289 0.51009806 0.53557072 0.53146602 0.80031416 0.47942563 0.48016382 0.288909 0.59797011] [-0.0270181] [ 0.45140657 0.73468385 0.45012177 0.65436116 0.48816037 0.65990107 0.48133771 0.53447567 0.52775959 0.47924554] [-0.42789023] [ 0.32453972 0.76528144 0.34692512 0.59862008 0.38900035 0.60129792 0.38022987 0.59046258 0.48111863 0.62044207] [-0.15233027] [ 0.45371628 0.54167752 0.41745105 0.53640833 0.42934798 0.52860295 0.40823005 0.62868794 0.53422898 0.5592402 ] [ 0.23711819] [ 0.62140407 0.51883508 0.55842661 0.3145963 0.38542488 0.46178498 0.4886493 0.571706 0.54729796 0.46026471] Progress: 75.7% ... Training loss: 0.313 ... Validation loss: 0.497[ 0.54948167] [ 0.76635694 0.64242369 0.52441337 0.37112911 0.32303298 0.2583244 0.54174898 0.65394693 0.58085926 0.51992183] [-0.17950994] [ 0.46417021 0.79403267 0.37798068 0.67377732 0.34689938 0.57964999 0.395302 0.62413478 0.644671 0.57634079] [-0.26652825] [ 0.5790045 0.46607384 0.57557582 0.44238645 0.54808761 0.56299159 0.45265379 0.5907933 0.45159957 0.5147697 ] [-1.31398702] [ 0.4368809 0.66172102 0.45462431 0.52945936 0.28930648 0.39646184 0.51248579 0.64814528 0.60899716 0.28320648] [ 0.38114581] [ 0.5166031 0.6908198 0.44903902 0.65640835 0.26566459 0.64540874 0.35280968 0.31632905 0.51252512 0.64286417] [-0.30583793] [ 0.16655267 0.32103324 0.6822659 0.4888497 0.40593066 0.57317468 0.37977851 0.39082726 0.47882476 0.25163236] [ 0.5026942] [ 0.27526586 0.47315351 0.59133345 0.3739605 0.38611384 0.44507311 0.39059088 0.40870936 0.51926689 0.28451547] [-0.37947299] [ 0.7368274 0.51449974 0.56235317 0.33714196 0.38978755 0.44688186 0.43172966 0.57054145 0.60949359 0.50012736] [-0.3600917] [ 0.50360839 0.26697565 0.74221555 0.23550936 0.59228802 0.54482846 0.52467232 0.45007423 0.44033697 0.37367849] [ 0.5862286] [ 0.17153629 0.57030714 0.55158742 0.50941725 0.46156278 0.77803977 0.3127339 0.40655741 0.43273051 0.61464773] [-0.1845733] [ 0.56363499 0.29130957 0.69738259 0.31998685 0.51223275 0.51659799 0.48020964 0.36773013 0.47376233 0.31703674] [ 0.01903328] [ 0.18636803 0.35106907 0.56162695 0.58092962 0.34629165 0.72767332 0.40442438 0.4365219 0.44313053 0.36594775] [-0.10508027] [ 0.37196926 0.42687602 0.53512981 0.32345561 0.41571865 0.52238482 0.39308185 0.49836707 0.33891802 0.41555198] [ 0.86421279] [ 0.61224469 0.69535631 0.54393335 0.46731941 0.38711955 0.46518067 0.58118614 0.59482663 0.62951202 0.58311291] [-0.02945681] [ 0.33866874 0.36725038 0.66306622 0.36732129 0.54602198 0.62809835 0.4084261 0.56102818 0.49629014 0.40871447] [ 0.36777801] [ 0.21017305 0.36488583 0.64108024 0.44666304 0.47816921 0.73760757 0.39307606 0.38995895 0.38036814 0.50194909] [-0.18073291] [ 0.3161324 0.27953808 0.64981 0.34679175 0.4957367 0.58863848 0.4006822 0.47549051 0.47793652 0.33170957] [ 0.0596443] [ 0.25420204 0.34249428 0.61285965 0.33262528 0.51234034 0.63938377 0.46008583 0.37533903 0.47938857 0.39749968] [-1.1904297] [ 0.39813455 0.65356002 0.60197367 0.30839497 0.49742806 0.43957424 0.50416909 0.60189896 0.60651356 0.39792719] [-0.00806602] [ 0.38978222 0.5987996 0.43091827 0.40425752 0.36416936 0.57905564 0.46813845 0.55605995 0.43816695 0.37791499] [-0.28724243] [ 0.35370694 0.48382394 0.49676242 0.55917888 0.4201611 0.58044568 0.41906419 0.4101367 0.43024238 0.49321984] [ 0.12320263] [ 0.40643722 0.30560113 0.65994763 0.28058551 0.46545462 0.50131582 0.42828834 0.46468425 0.44081268 0.28497782] [-0.17313546] [ 0.48427693 0.65300955 0.51318054 0.42745523 0.37097582 0.54936578 0.60667591 0.5911563 0.53573985 0.50557304] [-0.27769724] [ 0.36871206 0.70963817 0.45812425 0.59311784 0.42439352 0.61472972 0.4914194 0.45216585 0.50892279 0.57222646] [ 0.05973375] [ 0.40458398 0.59565496 0.5898458 0.43007125 0.55743266 0.77028821 0.42034007 0.44063376 0.51999723 0.65852176] [-0.11229746] [ 0.54204036 0.55267545 0.46846144 0.32612118 0.42174376 0.34114523 0.5018005 0.51633589 0.54236414 0.4460039 ] [-0.23364102] [ 0.67151676 0.68548039 0.55625662 0.56847365 0.53091488 0.56009265 0.43589836 0.48947648 0.63027992 0.56298982] [-0.05876128] [ 0.40384973 0.55172479 0.36659283 0.64960855 0.44593072 0.43322553 0.4845764 0.35232412 0.37936879 0.75144127] [-0.27429929] [ 0.62829233 0.69616626 0.52445916 0.50516499 0.44226037 0.54479014 0.46671575 0.62972764 0.55407073 0.61861199] [ 0.29251553] [ 0.49991996 0.63773708 0.35992975 0.5769204 0.24915009 0.52222629 0.38288019 0.44549654 0.54124274 0.45754144] [ 0.10620372] [ 0.33904075 0.54060738 0.45647677 0.44091538 0.45610531 0.70250485 0.44040133 0.47699789 0.38306468 0.52741819] [ 0.33498566] [ 0.13573591 0.3727449 0.58366733 0.64353702 0.46602968 0.80005921 0.36104681 0.49606399 0.45366619 0.40389846] [ 0.27100785] [ 0.68187609 0.61442146 0.62884577 0.37989935 0.30693063 0.33971875 0.58203256 0.67336026 0.59928203 0.30530111] [-0.00681991] [ 0.25857804 0.44132489 0.55764524 0.40593015 0.49535737 0.60122321 0.36339302 0.42007044 0.50199226 0.35535149] [ 0.58193099] [ 0.79203265 0.56696413 0.62100002 0.30695352 0.41864256 0.34700851 0.58354347 0.47607248 0.6158309 0.38110553] [ 0.38426492] [ 0.38269958 0.78433382 0.28711561 0.58200248 0.21905755 0.69413246 0.36323897 0.59414774 0.55061661 0.6173958 ] [ 0.20464468] [ 0.47340933 0.60062581 0.49804093 0.47227101 0.32609183 0.35529086 0.52706174 0.51636013 0.49134409 0.53305707] [ 0.71730102] [ 0.59023486 0.73136405 0.41454972 0.58890889 0.24300205 0.3981156 0.47482382 0.51908483 0.6613119 0.58858948] [-0.28762598] [ 0.41947773 0.6781106 0.41602583 0.65212881 0.32692171 0.57026246 0.34490957 0.41320014 0.53089507 0.51769317] [-0.52405176] [ 0.55997414 0.47196911 0.61397789 0.24166563 0.57949029 0.48824411 0.4384537 0.4652718 0.39121355 0.50946552] [ 1.84889276] [ 0.71744544 0.37195069 0.59049846 0.43264969 0.32867187 0.32362406 0.48538288 0.53772219 0.41999342 0.39991983] [-1.14887202] [ 0.3690911 0.36275823 0.640993 0.23033362 0.3780164 0.32288074 0.50184611 0.51043161 0.51264087 0.18858871] [ 0.33280225] [ 0.17144825 0.76252214 0.2373439 0.6142858 0.34389766 0.77114487 0.3566439 0.53280337 0.50030496 0.60147866] [-0.00800796] [ 0.41352578 0.68621949 0.57351167 0.45008354 0.39510351 0.66165331 0.54698871 0.52455208 0.54705227 0.51732735] [-0.41055796] [ 0.31691271 0.76783188 0.38408502 0.54071943 0.259222 0.61692787 0.42912481 0.46187328 0.62902383 0.59583875] [ 0.58560159] [ 0.41066792 0.53670106 0.51358824 0.54393178 0.36810896 0.55643043 0.40229109 0.61119848 0.65376666 0.41046274] [ 0.70821926] [ 0.58360775 0.56962609 0.55220696 0.33204244 0.40667652 0.53011851 0.44159907 0.54666115 0.45422112 0.53336174] [ 0.01952259] [ 0.2860488 0.56344916 0.55094467 0.40117566 0.42254924 0.67538302 0.38128743 0.4965553 0.46294358 0.55985088] [ 1.20986409] [ 0.60384304 0.68962636 0.46497382 0.59801325 0.42648897 0.34700619 0.4807584 0.6646891 0.57966795 0.6867294 ] [-0.46081172] [ 0.83358852 0.46239051 0.5614431 0.38113379 0.32286523 0.41814761 0.5038553 0.42046386 0.58480689 0.44605493] [ 0.08650694] [ 0.14635409 0.37869288 0.50368265 0.6842644 0.38227146 0.67548049 0.38890309 0.37854157 0.37447737 0.37339127] [ 2.28515735] [ 0.48873522 0.61006581 0.50027278 0.49848417 0.34174375 0.4819913 0.40636942 0.60241982 0.59308284 0.49941192] [ 0.0858777] [ 0.27377667 0.69297574 0.3477352 0.59811763 0.36606894 0.66347726 0.40169143 0.39174494 0.61490269 0.63878027] [ 0.62724639] [ 0.83686721 0.46229705 0.63327534 0.188934 0.42970047 0.27633381 0.60166254 0.54813359 0.57027831 0.38062668] [ 0.15566515] [ 0.37663069 0.71907212 0.49744768 0.56374993 0.34552973 0.56051262 0.48657467 0.60500598 0.61373123 0.48917739] [ 0.0026588] [ 0.55926079 0.70932003 0.44934866 0.63560583 0.42307412 0.62073991 0.45608935 0.50909349 0.61062719 0.57173452] [-0.19767431] [ 0.42092251 0.48557834 0.55088078 0.39179101 0.50330311 0.51227373 0.49997372 0.53859217 0.49734997 0.51419135] [-0.32007073] [ 0.69163045 0.57715434 0.50061729 0.43814865 0.3078004 0.50934427 0.45997551 0.58146617 0.48505779 0.5978538 ] [-0.88790354] [ 0.38302751 0.69347069 0.46417476 0.54729197 0.31624504 0.50808837 0.47205215 0.63033465 0.51617513 0.41496843] [-0.33589372] [ 0.70575931 0.41832313 0.59266464 0.41670804 0.31210969 0.46622054 0.44254232 0.61534563 0.5407908 0.43825926] [-0.03273663] [ 0.48819414 0.40245738 0.63445967 0.21499254 0.49754361 0.51308782 0.43062258 0.52535131 0.52276809 0.36901858] [ 0.16737886] [ 0.23016366 0.66780295 0.50351764 0.55628863 0.42048519 0.74676846 0.44457689 0.48295731 0.43245772 0.58220586] [-0.1277659] [ 0.19044827 0.36896323 0.69462002 0.38645144 0.40875204 0.61243426 0.45893496 0.38604713 0.40150962 0.34215687] [-0.08986738] [ 0.48267282 0.56692453 0.46697823 0.45245986 0.48934606 0.74670994 0.52911186 0.4170711 0.52408647 0.64453159] [ 0.23530002] [ 0.13550338 0.45918294 0.51253383 0.6435887 0.32016563 0.79579201 0.30420692 0.43404242 0.41880831 0.40345607] [-0.60639578] [ 0.49551205 0.50582249 0.57127033 0.29143884 0.33463899 0.48157792 0.45313889 0.72147752 0.58963253 0.31218599] [ 0.00933727] [ 0.74893018 0.67914854 0.47077852 0.29790072 0.30951173 0.38741796 0.50936595 0.50873216 0.56999183 0.49624389] [-0.58891538] [ 0.68958652 0.39825312 0.67614445 0.32653069 0.39933877 0.40982995 0.58303734 0.62080113 0.41620712 0.3422942 ] [-0.37727348] [ 0.21422191 0.46446515 0.53203741 0.59661595 0.35607917 0.68466421 0.47151485 0.56349005 0.48440659 0.35819634] [-0.91103606] [ 0.49656574 0.69940908 0.41104174 0.61943637 0.26150342 0.39209849 0.49417034 0.62166441 0.51742158 0.70559924] [-0.40641995] [ 0.58300276 0.44377975 0.54158553 0.53566482 0.50994602 0.50468121 0.49524515 0.6302953 0.43029041 0.40960243] [ 0.38374392] [ 0.6508265 0.59724124 0.51570956 0.30260186 0.41998255 0.41984502 0.56086139 0.5308532 0.56555901 0.40909092] [-0.21206287] [ 0.40050832 0.36799408 0.68452069 0.38101506 0.3780586 0.55643097 0.54268092 0.47786352 0.47675135 0.35723678] [-0.77118276] [ 0.83870408 0.6774635 0.56983273 0.42017515 0.44893148 0.5609854 0.6084556 0.47691684 0.68626022 0.59321722] [ 0.13068585] [ 0.39501957 0.67426725 0.40524827 0.53124649 0.50760945 0.65717036 0.33868681 0.39351654 0.47944984 0.67401377] [-0.04978819] [ 0.56730004 0.76569699 0.40023238 0.37540468 0.34099589 0.61451562 0.47517141 0.39499759 0.61347669 0.65232835] [-0.07957342] [ 0.53538059 0.4879763 0.53258065 0.41792905 0.47220999 0.63394182 0.45310186 0.62641311 0.61370237 0.46013994] [ 1.47665753] [ 0.59060087 0.51782022 0.40718062 0.52385953 0.27434546 0.28897989 0.53291034 0.54012982 0.49053247 0.54508883] [ 0.46699566] [ 0.28637634 0.60149981 0.59870232 0.40984015 0.41220489 0.63279831 0.38015348 0.42707773 0.59078247 0.53524582] [-0.17313546] [ 0.48427693 0.65300955 0.51318054 0.42745523 0.37097582 0.54936578 0.60667591 0.5911563 0.53573985 0.50557304] [ 0.35777336] [ 0.2780997 0.39438269 0.48387283 0.4562974 0.58496731 0.74288018 0.31747481 0.46203702 0.37855949 0.50944952] [-0.17736491] [ 0.58553052 0.33087473 0.61993359 0.31066097 0.51136069 0.59029706 0.51202643 0.47065639 0.54801588 0.47022092] [-0.22112643] [ 0.40061995 0.60369826 0.44093283 0.60160596 0.28127375 0.67678836 0.3705033 0.40596723 0.58635843 0.55756035] [-0.46728752] [ 0.62361611 0.60142032 0.4459473 0.50127554 0.29683449 0.37940195 0.5378565 0.44429394 0.64800777 0.44175147] [ 0.0418331] [ 0.41460979 0.56762066 0.65576278 0.29856562 0.4705235 0.58516261 0.4062777 0.46298449 0.44058125 0.48759014] [ 0.68851365] [ 0.28411891 0.64818878 0.52148785 0.54254814 0.33090281 0.53217479 0.42593319 0.51976286 0.54223503 0.35692138] [ 0.49814228] [ 0.41023059 0.69288484 0.41290144 0.77970497 0.40147675 0.63211195 0.3954016 0.57478468 0.54601364 0.78811712] [-0.10064103] [ 0.47291297 0.60774648 0.4183022 0.51752634 0.43359308 0.34100078 0.37238776 0.44535308 0.58602683 0.48841129] [-0.10173114] [ 0.3774668 0.32539049 0.72749267 0.2773737 0.4820477 0.69043503 0.48268327 0.3526897 0.35947782 0.39765389] [ 0.14791713] [ 0.33309721 0.5025353 0.49888471 0.34474581 0.40158812 0.68488895 0.38764889 0.46757628 0.42784196 0.42493591] [ 0.01883575] [ 0.54107186 0.51469022 0.47220741 0.37285383 0.3683936 0.47165479 0.4993087 0.47002169 0.49908552 0.4726536 ] [-0.38827255] [ 0.31674927 0.69029937 0.33437398 0.68286479 0.30792797 0.69379976 0.45486964 0.60351813 0.45362421 0.46153335] [ 0.60205411] [ 0.10017785 0.49850914 0.51749862 0.50606702 0.49736535 0.74711603 0.39531616 0.29041109 0.49539087 0.52704101] [ 1.20986409] [ 0.60384304 0.68962636 0.46497382 0.59801325 0.42648897 0.34700619 0.4807584 0.6646891 0.57966795 0.6867294 ] [-0.06400886] [ 0.28737134 0.63311408 0.37563799 0.72382778 0.40251766 0.65584724 0.50545602 0.59419335 0.46538893 0.51135695] [ 2.00738661] [ 0.45825117 0.55259672 0.52092727 0.46209219 0.36119427 0.45017972 0.49070648 0.65079889 0.45611182 0.3770369 ] [ 0.00653255] [ 0.24479279 0.56970459 0.42286219 0.58758873 0.39056033 0.77317556 0.45086161 0.50937533 0.50361415 0.53126749] [-0.69614398] [ 0.30548557 0.72069538 0.45831334 0.48894095 0.40761665 0.53576478 0.46009521 0.71782809 0.62039544 0.37262207] [-0.32876151] [ 0.50643718 0.61547506 0.46338656 0.58841605 0.2813557 0.60448955 0.37595428 0.36767247 0.48662577 0.54536626] [ 0.43562652] [ 0.12471075 0.6581376 0.42114448 0.68396673 0.42940915 0.67426016 0.3235286 0.3965874 0.60619328 0.44489261] [ 0.12437999] [ 0.70692908 0.57224731 0.64283735 0.34677552 0.48849558 0.46442712 0.51316802 0.59716116 0.64831781 0.48959421] [-0.30761469] [ 0.61173895 0.582346 0.52870306 0.46532509 0.32270264 0.50935334 0.50766415 0.6710735 0.59714339 0.41802854] [-0.53086864] [ 0.78989343 0.6391744 0.62302935 0.47009883 0.47434219 0.54762444 0.50307372 0.6001462 0.63695331 0.59158587] [-1.03564566] [ 0.39394233 0.46674525 0.55978582 0.19868238 0.31610727 0.46895654 0.49879074 0.63277953 0.51332946 0.31110114] [-0.11298312] [ 0.50073094 0.44693852 0.66336131 0.37998267 0.48681672 0.52489527 0.53673273 0.52644364 0.46506519 0.41941146] [-0.15945657] [ 0.58965214 0.58850831 0.57323374 0.61188736 0.52171337 0.51927339 0.38140647 0.53707835 0.53515593 0.60599009] [ 0.15524875] [ 0.36756957 0.60049723 0.41982588 0.63676171 0.31572033 0.7183833 0.45690988 0.60927155 0.454577 0.47835852] [-0.48944579] [ 0.66490987 0.76615081 0.52914584 0.44026295 0.44193769 0.59959817 0.55204714 0.52435856 0.6886349 0.64579158] [ 0.29713461] [ 0.27363915 0.73264314 0.46518346 0.70729502 0.34482791 0.79520013 0.2806644 0.58109508 0.51680703 0.65294219] [-1.42839965] [ 0.68606594 0.76211655 0.419914 0.58513962 0.35505821 0.24564517 0.5834017 0.72104472 0.72443604 0.54188479] [ 1.04847575] [ 0.60015882 0.52858736 0.54321555 0.38927579 0.32150981 0.38084845 0.46222041 0.45220591 0.52188305 0.42472552] [ 0.53208444] [ 0.42504841 0.47527208 0.49713868 0.42662062 0.50609893 0.56638729 0.49522605 0.3652399 0.51582509 0.57553406] [ 0.09880358] [ 0.34534511 0.35972199 0.70154557 0.25687136 0.61173158 0.69370873 0.38787735 0.36533591 0.39667314 0.48650983] [ 0.12425894] [ 0.51754125 0.7345506 0.33317837 0.4909862 0.3520281 0.52585249 0.39112734 0.48100477 0.52740695 0.6815825 ] [ 0.55041663] [ 0.19063018 0.75562824 0.36949896 0.62636424 0.38579268 0.75347778 0.32637834 0.52189319 0.44646654 0.61092916] [ 0.5410863] [ 0.21720201 0.57692244 0.34513199 0.63416441 0.53530353 0.82678546 0.34558501 0.55485045 0.36577362 0.58403852] [ 0.0107159] [ 0.2699784 0.45289084 0.59996858 0.49034694 0.48400318 0.70619334 0.34268848 0.389272 0.42118581 0.46625567] [-0.06815384] [ 0.49318107 0.74921641 0.32215241 0.67018994 0.29945897 0.56776101 0.41092324 0.36457328 0.6049446 0.71781412] [-0.45683243] [ 0.5992549 0.59134172 0.43057586 0.58941055 0.35528628 0.51739253 0.41923021 0.38891797 0.60323044 0.53440681] [-0.29370256] [ 0.59607055 0.61499868 0.45827936 0.58986306 0.3250825 0.58097342 0.48107762 0.58479567 0.59712624 0.44636449] [ 0.18583595] [ 0.20058969 0.61877322 0.40174939 0.64011822 0.29498923 0.67503771 0.39174945 0.49746769 0.57556801 0.44883038] [ 0.4627477] [ 0.64833964 0.42473671 0.66780279 0.25764961 0.3714993 0.37955713 0.5418321 0.69449513 0.53109036 0.30816973] [-1.64239892] [ 0.41915145 0.67913046 0.36920833 0.5140355 0.20090586 0.40469366 0.55687045 0.78717582 0.66558437 0.3020164 ] [ 0.51630257] [ 0.08941042 0.53930651 0.47395072 0.59862956 0.37779118 0.68901221 0.34057069 0.31520048 0.5346163 0.40568188] [-0.02926702] [ 0.44387314 0.39608325 0.6511016 0.23375036 0.44049773 0.52639325 0.52469503 0.73480297 0.49355581 0.31367208] [ 0.09000253] [ 0.24111186 0.6007036 0.48461077 0.52448065 0.39546745 0.80259121 0.42927603 0.52142981 0.47916087 0.57804507] [-0.16845299] [ 0.33751073 0.46495373 0.52836975 0.38585328 0.47853892 0.50053999 0.39420254 0.47694829 0.5653159 0.45001111] [ 0.407314] [ 0.12678863 0.63303638 0.517491 0.59350189 0.36195431 0.6554329 0.34979343 0.45314373 0.44782031 0.5035951 ] Progress: 76.0% ... Training loss: 0.302 ... Validation loss: 0.483[ 0.94341273] [ 0.41050502 0.26849579 0.71845505 0.34731237 0.43035694 0.45691441 0.53798178 0.50990643 0.47377714 0.17605393] [-0.17555301] [ 0.65218619 0.66141971 0.50667123 0.33883589 0.47093558 0.55221292 0.4032008 0.45871418 0.58496988 0.62581915] [ 1.1140298] [ 0.30886975 0.55820189 0.46264507 0.45609816 0.37881168 0.45665127 0.43833687 0.50931813 0.46000423 0.4866221 ] [ 0.04056101] [ 0.1759839 0.46143748 0.58683333 0.3206532 0.59774084 0.60064753 0.44113091 0.3476275 0.41899197 0.44486252] [ 0.0489468] [ 0.49881902 0.64619314 0.39255921 0.52035183 0.32407555 0.38586569 0.49037891 0.46566654 0.63379828 0.40998975] [-0.26388164] [ 0.52929762 0.51543366 0.47618571 0.65711999 0.28730674 0.51176097 0.36452002 0.46505331 0.55316757 0.55637314] [-0.10378982] [ 0.34064235 0.29052522 0.70070542 0.2650312 0.542142 0.71166428 0.40078722 0.40303288 0.39567959 0.43317464] [ 0.16966406] [ 0.26049123 0.52058009 0.44983385 0.61529066 0.32465932 0.62989157 0.43312403 0.49934139 0.47527323 0.43257509] [ 0.11685124] [ 0.39519155 0.59067053 0.36559108 0.69686358 0.50229074 0.71621606 0.41756077 0.46252955 0.44901108 0.60365203] [-0.68159957] [ 0.60181347 0.5863471 0.49572681 0.58370761 0.48986584 0.66252117 0.34897231 0.60380978 0.46959821 0.57512769] [ 0.07746258] [ 0.35211163 0.8168141 0.41249287 0.72157313 0.35374163 0.75034486 0.3451932 0.52956068 0.56971407 0.68741223] [ 0.03479532] [ 0.22084516 0.46923411 0.60741971 0.463241 0.44965882 0.60064718 0.3614563 0.5783889 0.39770789 0.51954614] [ 0.46011175] [ 0.58134959 0.28952079 0.6847704 0.3466129 0.49905668 0.6159533 0.40371726 0.58239268 0.49810341 0.42245187] [ 0.59408559] [ 0.81043054 0.62197734 0.60341342 0.25780792 0.45641082 0.32987666 0.6313227 0.49917054 0.65463501 0.42050627] [ 0.25656985] [ 0.15058932 0.71608975 0.40823804 0.56300425 0.41629779 0.68999893 0.30512646 0.44426988 0.51032622 0.55937746] [-0.14913921] [ 0.48227134 0.573854 0.56681 0.49321582 0.32462667 0.42781863 0.46236355 0.57725687 0.55901583 0.32755356] [ 0.32416713] [ 0.22786496 0.41726168 0.48422079 0.4510724 0.43728239 0.69792086 0.35265144 0.32300327 0.34408006 0.46172527] [ 1.28756425] [ 0.65603696 0.67447256 0.47147424 0.35152224 0.30328434 0.3316366 0.52261868 0.57765104 0.65321677 0.41586735] [-0.5423198] [ 0.69980022 0.38430766 0.49355556 0.35282655 0.54989823 0.53577348 0.56470263 0.4249982 0.34731902 0.56487575] [ 0.49132014] [ 0.47277704 0.68190231 0.4654961 0.61922025 0.34088673 0.56187276 0.55762028 0.48367307 0.64768125 0.59460794] [ 0.24487051] [ 0.64983381 0.73924448 0.36763793 0.46315045 0.33730892 0.59422377 0.46298111 0.35105418 0.58730982 0.61669736] [-0.41338227] [ 0.43726765 0.6833724 0.38330441 0.55468314 0.44206992 0.56001569 0.33886798 0.44175624 0.52252683 0.57284034] [ 0.02776858] [ 0.23772304 0.42722085 0.66507179 0.39404875 0.43003898 0.696184 0.47389532 0.42613958 0.42618502 0.46665569] [-0.17168696] [ 0.69352411 0.55982523 0.61207383 0.3987884 0.50408883 0.57130175 0.58312399 0.51782865 0.61756678 0.53919876] [-0.43983334] [ 0.43768695 0.32665872 0.69295934 0.27307151 0.50738785 0.5030684 0.5248049 0.50363366 0.45783398 0.38745001] [-0.03843118] [ 0.62069605 0.21712867 0.7470622 0.2286544 0.45189573 0.51016807 0.49769413 0.47008978 0.42537804 0.26874971] [ 1.84110234] [ 0.73639123 0.6126337 0.55435045 0.21776997 0.33803495 0.34647421 0.63022857 0.68667201 0.59717317 0.35084465] [ 0.00431113] [ 0.21781964 0.57155607 0.50635187 0.66030164 0.53455295 0.6643712 0.42566888 0.55076114 0.4628472 0.45569372] [ 1.17661822] [ 0.53154105 0.52058037 0.52951847 0.42132921 0.40588145 0.33293039 0.5644822 0.64248539 0.51771374 0.3352448 ] [ 0.27053709] [ 0.16058052 0.69842569 0.3924579 0.61940811 0.40115945 0.77785437 0.33075099 0.5526525 0.60233086 0.67701848] [ 0.18431871] [ 0.26654769 0.30873945 0.72755564 0.33636854 0.46336791 0.7103295 0.42794896 0.28048539 0.41321358 0.4076208 ] [ 0.21807652] [ 0.21106653 0.73625809 0.36107876 0.68542664 0.35454407 0.67810691 0.47598236 0.53706669 0.5682515 0.76708101] [ 0.18934365] [ 0.24199075 0.53851435 0.43398537 0.38671078 0.51701451 0.73474017 0.31139026 0.4592903 0.34656656 0.54176713] [-0.86652169] [ 0.45066329 0.68672613 0.45143196 0.55897858 0.29871215 0.46319783 0.4100312 0.58384435 0.54262326 0.50873129] [ 0.42737773] [ 0.28509876 0.60149952 0.5988798 0.40920388 0.41192463 0.63288211 0.38007228 0.42739639 0.59106478 0.53388498] [ 0.58563147] [ 0.58407988 0.47857807 0.61710795 0.39685781 0.30229758 0.34617958 0.50197487 0.73374838 0.58625638 0.2827925 ] [-0.21598031] [ 0.37127497 0.62694229 0.58865355 0.31547593 0.45717118 0.54624681 0.53294827 0.41500792 0.59620957 0.447426 ] [ 0.6723772] [ 0.09935686 0.29838364 0.63956746 0.40384103 0.63137424 0.73575307 0.38968121 0.2156381 0.25369989 0.45667689] [ 1.65950094] [ 0.78137648 0.46984178 0.54544328 0.23085058 0.28756836 0.22739624 0.62622318 0.55469449 0.64088134 0.27552455] [-0.82200871] [ 0.39406749 0.72695377 0.47887527 0.59085644 0.39576653 0.52617448 0.4213456 0.5500827 0.56153931 0.47282185] [-0.38780414] [ 0.32380502 0.55534943 0.38830788 0.55526504 0.36839664 0.61513607 0.43922237 0.61090795 0.47713228 0.39468488] [ 1.38684761] [ 0.46441008 0.7544284 0.39723044 0.56665876 0.2979939 0.35260628 0.50267188 0.72263396 0.73713543 0.30577354] [ 0.46963476] [ 0.60385893 0.47002415 0.55287094 0.37411184 0.32194354 0.32853668 0.52373178 0.59358671 0.578937 0.32756281] [-0.38652827] [ 0.34357122 0.69207705 0.40974831 0.68854289 0.48394343 0.52912721 0.39586805 0.41312961 0.53052414 0.48926353] [ 0.17960465] [ 0.48511691 0.18228242 0.80067326 0.22378783 0.62230101 0.5634811 0.47539018 0.37892156 0.37514157 0.41236097] [-0.30275219] [ 0.38931708 0.67636307 0.47380232 0.53748799 0.50954735 0.65328191 0.37071202 0.55047719 0.50777715 0.58674148] [-0.49695748] [ 0.32424657 0.6429984 0.42965031 0.58208153 0.37223723 0.53726217 0.40612697 0.43132816 0.3928459 0.44307078] [ 0.67682722] [ 0.34566977 0.68310316 0.34091295 0.57103779 0.34490364 0.45565867 0.46680629 0.72975047 0.68817528 0.39782956] [ 0.38131004] [ 0.7190636 0.52146272 0.54864742 0.39930815 0.33179393 0.37504723 0.46605847 0.36314606 0.57136711 0.44576181] [ 0.29833835] [ 0.53424945 0.49331747 0.66732938 0.35219136 0.48696401 0.46569965 0.50266464 0.59786736 0.45288327 0.36751208] [ 0.26516229] [ 0.7178321 0.5809398 0.55208209 0.37365744 0.47229483 0.40802045 0.557329 0.40216792 0.5532386 0.55221826] [-0.4175376] [ 0.37527252 0.42479695 0.48127897 0.60096773 0.36131955 0.61661264 0.44275463 0.48688581 0.45838725 0.41397747] [-0.84426913] [ 0.56977324 0.50829556 0.48849193 0.34945949 0.3241568 0.28519291 0.50955141 0.62140625 0.60129832 0.32578234] [ 0.12592056] [ 0.2228986 0.56194948 0.46569437 0.5121728 0.30385032 0.47856025 0.46402189 0.54915868 0.60572036 0.28272337] [ 0.54289133] [ 0.19484068 0.64045431 0.49101733 0.66490934 0.61643667 0.80607192 0.42056554 0.45277676 0.48112479 0.57938396] [-0.62492675] [ 0.82761613 0.44226366 0.59491423 0.26954653 0.45596612 0.5106312 0.48433721 0.47289126 0.53394171 0.55583227] [-0.75964549] [ 0.63082016 0.52200916 0.53775864 0.45401618 0.33988025 0.29892678 0.52971882 0.49573009 0.60565895 0.36502431] [-0.38891736] [ 0.43444 0.62435101 0.63199877 0.33034395 0.58040627 0.50784473 0.52202601 0.47817762 0.48725306 0.66657596] [-0.33738615] [ 0.65063408 0.54599128 0.61979144 0.29379188 0.47664948 0.43949452 0.52793227 0.45215065 0.58514693 0.55668578] [ 0.02108775] [ 0.75226043 0.56186439 0.61603174 0.45268918 0.31944913 0.30974379 0.57492988 0.7715083 0.61178336 0.29695478] [ 1.77101177] [ 0.74102343 0.56546398 0.53093783 0.36735858 0.22351343 0.24268776 0.56476363 0.68362463 0.63023217 0.26575529] [ 0.48253929] [ 0.33811969 0.56462451 0.4552736 0.4181944 0.41487899 0.58315337 0.39844446 0.53720148 0.56116428 0.39234416] [ 0.24307407] [ 0.69471478 0.66414627 0.56444679 0.32360278 0.43435467 0.48781652 0.616687 0.53186787 0.65650567 0.5314651 ] [-1.09539537] [ 0.83695762 0.63738428 0.57410279 0.20288162 0.29399156 0.23467181 0.65334239 0.63058677 0.7252593 0.37589556] [ 0.73347688] [ 0.48494233 0.52046527 0.52454803 0.46922816 0.36305554 0.68754202 0.40266896 0.73317145 0.49212716 0.45071177] [ 0.13337716] [ 0.44886925 0.70994384 0.31857287 0.54345984 0.55407267 0.62603188 0.37815078 0.44821257 0.42322587 0.76465454] [-0.39593769] [ 0.420913 0.35341768 0.55142128 0.39038321 0.45768107 0.67165897 0.47959117 0.51796656 0.33759142 0.41832704] [-0.47787352] [ 0.77502005 0.547836 0.50166848 0.49597759 0.29736999 0.35593758 0.45468115 0.44721966 0.61118106 0.5108117 ] [-0.2136374] [ 0.7026845 0.35831875 0.63753269 0.36779785 0.51672088 0.55791512 0.47340664 0.53035771 0.42762562 0.41286664] [ 1.33409018] [ 0.68499585 0.71756878 0.49251782 0.48777507 0.34670963 0.34657403 0.55266439 0.7092357 0.69376174 0.33852559] [-0.69756961] [ 0.41016943 0.58319247 0.4998153 0.56818956 0.32295346 0.51351783 0.39831277 0.50153133 0.4894913 0.44379466] [-0.13621719] [ 0.62970751 0.65367815 0.62657574 0.46382567 0.45356762 0.53264594 0.56125999 0.52277201 0.6441342 0.56343824] [ 0.33076029] [ 0.12157317 0.57118904 0.4001827 0.70179716 0.37863154 0.59415787 0.35667154 0.39649388 0.46017631 0.61181621] [-0.29095419] [ 0.37805737 0.71123748 0.40350902 0.68033647 0.27175128 0.63165121 0.44515198 0.43558089 0.64221017 0.55445467] [ 0.03910515] [ 0.22310362 0.49992543 0.58556663 0.40132702 0.52460641 0.5830479 0.38336657 0.24766877 0.34244052 0.45966085] [ 0.23336118] [ 0.45923381 0.73066026 0.41344724 0.61135311 0.23839336 0.56950915 0.4807253 0.71554772 0.52592379 0.46929049] [-0.47491633] [ 0.43021383 0.59749222 0.43735782 0.58643914 0.33424204 0.49083009 0.56719375 0.61178756 0.59287473 0.32346506] [ 0.15459292] [ 0.20971374 0.61012258 0.52834309 0.57388216 0.31733199 0.69077615 0.39796561 0.49022801 0.47962839 0.43841483] [-0.05542978] [ 0.26936977 0.64373885 0.41087833 0.67031319 0.37800125 0.68175238 0.45629743 0.51300158 0.39878263 0.55820095] [ 0.08719297] [ 0.2066205 0.3812771 0.55873526 0.57822106 0.43807182 0.76001002 0.33675319 0.5330493 0.41823288 0.33515327] [-0.26614367] [ 0.68951096 0.51741885 0.51121865 0.50955774 0.34189892 0.39742877 0.51819139 0.61707419 0.49679983 0.36028117] [-0.4385098] [ 0.77255158 0.57912646 0.51140409 0.43302656 0.32017496 0.52554549 0.48441784 0.41712647 0.61257866 0.57427132] [-0.4137021] [ 0.55454093 0.49903367 0.53053072 0.4531489 0.43896074 0.43681405 0.47352833 0.46173978 0.5714699 0.48124897] [-0.16866216] [ 0.50892832 0.66416188 0.50595833 0.46296938 0.48717674 0.5632696 0.4361958 0.53445686 0.5436505 0.54613657] [-1.15176257] [ 0.40131017 0.68851558 0.4737141 0.53246576 0.2131086 0.40273299 0.40751772 0.58064935 0.51656691 0.37513151] [ 0.12439149] [ 0.31869385 0.78379435 0.39889232 0.62777779 0.42257445 0.77320592 0.4169811 0.55512026 0.56868094 0.72081599] [ 1.08885051] [ 0.70748383 0.46318148 0.55481003 0.48729685 0.28915321 0.35201765 0.42333254 0.42660623 0.49290361 0.41682483] [ 0.11538278] [ 0.26561131 0.61480568 0.33432985 0.42403137 0.49763456 0.73842528 0.31492402 0.47640627 0.42276546 0.55413391] [-0.11391482] [ 0.29374631 0.33578354 0.70591963 0.37402597 0.50993876 0.56839692 0.37245029 0.39615859 0.41147359 0.40330416] [-0.08446963] [ 0.56721936 0.70153607 0.42760028 0.45772682 0.38279977 0.60597413 0.54045347 0.60072935 0.52956862 0.55341297] [ 0.02945575] [ 0.19962431 0.4736823 0.49489676 0.39706595 0.40403605 0.59695535 0.36824638 0.59879695 0.39670951 0.38960972] [ 0.45199035] [ 0.24204997 0.73848327 0.42200073 0.68269012 0.2859054 0.73862115 0.36051232 0.4934045 0.45918988 0.55731769] [ 0.10005271] [ 0.14951063 0.21358506 0.72653923 0.3893456 0.56740649 0.72404576 0.42721608 0.2562719 0.32838712 0.30352045] [ 0.98786856] [ 0.67209886 0.76452467 0.48809239 0.51574718 0.36661897 0.5236322 0.54127306 0.5783872 0.63936173 0.64963886] [ 0.44692271] [ 0.34795596 0.42053439 0.54937016 0.43780277 0.47096613 0.61680743 0.40497295 0.4744144 0.56227641 0.45116762] [ 0.1948286] [ 0.18500919 0.51334095 0.55244272 0.52827353 0.47615013 0.78000853 0.49483875 0.50053893 0.41339556 0.50503028] [-0.31484611] [ 0.52438362 0.64223034 0.41455672 0.61412624 0.24874933 0.64284166 0.36102994 0.46892463 0.55964215 0.55425739] [-0.20345467] [ 0.45795981 0.57448238 0.45971319 0.65033023 0.35492848 0.43880224 0.48514725 0.61065519 0.5632703 0.47180503] [-0.29669508] [ 0.57558428 0.61265967 0.64428894 0.28234636 0.54716404 0.58749491 0.50408756 0.52369306 0.52445007 0.59894862] [-1.05720076] [ 0.31779656 0.17210662 0.80848184 0.17774322 0.4705562 0.52241432 0.50018735 0.52392538 0.34774342 0.22742831] [ 0.08197642] [ 0.43995813 0.58459356 0.4976779 0.60682734 0.26136313 0.48550605 0.48549357 0.51191516 0.49383513 0.51200667] [-0.1455349] [ 0.68792481 0.44624548 0.68694572 0.35878895 0.51903803 0.48887677 0.56580685 0.38889323 0.59267499 0.51347697] [-0.13015364] [ 0.37304637 0.47279767 0.61761907 0.35726511 0.47822983 0.60829755 0.373538 0.45039779 0.50082084 0.40769109] [ 0.61011885] [ 0.40578785 0.45973706 0.56762327 0.38192743 0.48688321 0.55088071 0.50883502 0.53497049 0.51563602 0.42386615] [ 0.10061671] [ 0.48561692 0.53420769 0.57754857 0.49074912 0.39461672 0.4582974 0.52557159 0.44256015 0.56040654 0.38014836] [ 0.30111933] [ 0.14106677 0.61088245 0.38885027 0.55581074 0.45420538 0.65844997 0.31244251 0.38304803 0.35593131 0.48728946] [-0.5975998] [ 0.43277968 0.58568201 0.63109078 0.15841184 0.40015112 0.45938779 0.58075591 0.56163736 0.59416883 0.40474968] [ 0.02459168] [ 0.52423681 0.54949839 0.48580335 0.41717789 0.42786576 0.48721999 0.42808536 0.62975907 0.59024961 0.49020918] [-0.45544836] [ 0.28109781 0.46458959 0.58523054 0.24206743 0.39330346 0.45812752 0.54372799 0.56258049 0.55927236 0.30597099] [-0.09722571] [ 0.39847137 0.33712271 0.51132814 0.61091212 0.49155348 0.68969224 0.46154005 0.55225016 0.375471 0.40952271] [-0.29745689] [ 0.44578832 0.59134253 0.47579128 0.46443018 0.38975627 0.65536566 0.38054827 0.59408961 0.56596968 0.55589847] [-0.00975051] [ 0.65405465 0.67547182 0.52506698 0.38382008 0.42535519 0.44269027 0.64887546 0.52982976 0.67490902 0.48156633] [ 0.21801397] [ 0.51821971 0.62530479 0.55958662 0.3180359 0.33895399 0.43704523 0.55194915 0.52954611 0.62659683 0.38123487] [ 1.21152418] [ 0.55464468 0.60345085 0.50493373 0.39329116 0.25213152 0.36164186 0.52558626 0.60605771 0.58321034 0.35879579] [ 0.67047901] [ 0.3034228 0.47559481 0.56136198 0.37892348 0.38646036 0.38391426 0.52730241 0.5265717 0.56567747 0.27285103] [-0.48311516] [ 0.29142798 0.46983814 0.6317903 0.35123446 0.42949539 0.53453513 0.48720978 0.46741001 0.50861237 0.38578839] [-0.52457833] [ 0.74084461 0.4190911 0.63242603 0.45195738 0.49985991 0.57027329 0.54474172 0.52281055 0.52949805 0.52282975] [-0.15209267] [ 0.32837563 0.4270054 0.52711257 0.58453652 0.28346188 0.5457811 0.4498332 0.56059693 0.52906725 0.34590372] [ 1.27370762] [ 0.4307425 0.59629954 0.39241724 0.58442652 0.35140847 0.42260066 0.39777373 0.51335052 0.54771014 0.5158602 ] [-0.22549876] [ 0.23361242 0.54336872 0.57414998 0.34030749 0.4306219 0.55167981 0.41275322 0.50301799 0.45519179 0.42707128] [-0.27823924] [ 0.68282457 0.60701487 0.58028754 0.42571694 0.40571848 0.55806118 0.52279569 0.58357887 0.53022211 0.5333736 ] [ 0.16939365] [ 0.17383819 0.51949941 0.50309406 0.48282367 0.46810091 0.67298661 0.41661087 0.2978329 0.39455209 0.45713024] [-0.44594099] [ 0.43800818 0.7144246 0.4033735 0.69951684 0.41660504 0.59821436 0.41304805 0.48782304 0.62502552 0.48816683] [ 0.58023113] [ 0.46580057 0.7479492 0.3378071 0.58517917 0.36391834 0.49931463 0.50203408 0.56056267 0.64052592 0.48295522] [-0.24213532] [ 0.54732548 0.51820542 0.50232908 0.31257899 0.41203854 0.61311719 0.44346937 0.5258154 0.4916994 0.47795616] [ 0.38138565] [ 0.12668821 0.63651449 0.40322833 0.56782078 0.40644085 0.81650376 0.31608006 0.50911208 0.47121287 0.50670289] [ 0.05949143] [ 0.30679877 0.67380391 0.46596769 0.53219945 0.33649034 0.61994262 0.58124517 0.6202995 0.5258059 0.51963469] [ 0.24520912] [ 0.2358075 0.52110316 0.44239585 0.58185555 0.44072706 0.75208958 0.4560456 0.46311402 0.43492629 0.55587354] Progress: 76.3% ... Training loss: 0.301 ... Validation loss: 0.475[-0.37393037] [ 0.28747535 0.31561681 0.70330959 0.32827852 0.50405536 0.6175681 0.44686208 0.3668199 0.44309373 0.3254049 ] [-0.14818442] [ 0.3492651 0.75961286 0.34445651 0.55240403 0.39889469 0.66543576 0.34879339 0.49959372 0.5469834 0.71518717] [-0.34839047] [ 0.2006298 0.51509163 0.4837117 0.4249162 0.41916818 0.60218842 0.39327035 0.46463769 0.54561019 0.3788818 ] [ 0.03631744] [ 0.33695223 0.59681043 0.44006673 0.38844627 0.44030147 0.72843385 0.4814338 0.50215137 0.42251077 0.56113093] [ 0.40534808] [ 0.45086888 0.6513452 0.42217369 0.48273468 0.30095638 0.34782868 0.51810605 0.54946213 0.59113447 0.49572132] [-0.24381344] [ 0.13098156 0.45755896 0.47847216 0.54534205 0.49591066 0.67633406 0.42290691 0.63157133 0.29795764 0.38373568] [ 0.20732169] [ 0.28438591 0.62949791 0.48759766 0.58433854 0.57443661 0.77306673 0.39815963 0.464026 0.4527148 0.58891185] [ 0.75967112] [ 0.70946922 0.5685596 0.57410821 0.33103546 0.42957074 0.3839691 0.63689007 0.50780382 0.66129636 0.40688822] [-0.0536133] [ 0.38513401 0.5124227 0.52663586 0.45198136 0.43641637 0.52585837 0.4700842 0.52280661 0.49484257 0.41837116] [-0.09949646] [ 0.47214429 0.48536069 0.68529015 0.46168696 0.53595129 0.56766427 0.47179213 0.54764106 0.53911508 0.48384025] [-0.03148322] [ 0.42201671 0.53599921 0.59215173 0.44457241 0.45575584 0.63460698 0.51415134 0.51158357 0.35255443 0.56344298] [-0.31066984] [ 0.70378342 0.52378014 0.58975735 0.55510063 0.48113113 0.43695941 0.44831952 0.59160387 0.46906399 0.61578816] [ 0.27894647] [ 0.36039867 0.39567311 0.67212797 0.30083567 0.52434961 0.59240548 0.39280306 0.48070567 0.39907648 0.50945215] [ 0.13633986] [ 0.56969822 0.45707553 0.54372006 0.46696456 0.34480363 0.36338374 0.50641815 0.5466131 0.52388969 0.39026924] [-0.23797891] [ 0.32204627 0.44082211 0.44325711 0.61857592 0.37590993 0.67338292 0.40550677 0.68368254 0.53097917 0.40069651] [ 0.45294211] [ 0.67470205 0.62072234 0.49985162 0.3796022 0.40275936 0.33331543 0.5578719 0.5411449 0.63713949 0.38829866] [ 0.53793459] [ 0.46732317 0.68682693 0.50354088 0.5399866 0.45765604 0.57960017 0.45583853 0.43170038 0.62858732 0.52644935] [-0.6315955] [ 0.70620696 0.52179015 0.55565433 0.38729077 0.36582429 0.46290857 0.51930165 0.47317305 0.50886999 0.58257369] [-0.09730154] [ 0.34637754 0.54294981 0.44540286 0.55335589 0.36591267 0.66141625 0.46640458 0.31171043 0.57910091 0.59239858] [-0.04272296] [ 0.60053341 0.43494814 0.66567053 0.36432013 0.51293681 0.56770721 0.57953718 0.50854033 0.49070692 0.51249179] [ 0.78669654] [ 0.42613234 0.49349037 0.60770004 0.30567592 0.39731144 0.58796252 0.49167584 0.48748714 0.36173248 0.39518202] [-0.63858015] [ 0.50436168 0.49476435 0.60474185 0.34353264 0.48982498 0.53094196 0.49282141 0.59485578 0.55450121 0.41758289] [ 0.05844053] [ 0.49823679 0.78282961 0.35375158 0.62391109 0.32012756 0.644027 0.33344163 0.37175115 0.56495838 0.716128 ] [-0.1276357] [ 0.43050223 0.71455029 0.43567181 0.59769561 0.4838074 0.61114595 0.4928143 0.32597122 0.49700521 0.62904702] [ 0.12357315] [ 0.2841561 0.50857226 0.57252081 0.47236408 0.54791433 0.77918678 0.52733444 0.42819438 0.42457012 0.59992708] [-1.10992767] [ 0.4871795 0.36939652 0.72034375 0.22904017 0.30075413 0.39905717 0.50789431 0.57490259 0.52118363 0.21357517] [ 0.07142602] [ 0.57283156 0.63822302 0.48658462 0.49966375 0.28910151 0.47058812 0.52968424 0.54164707 0.5370126 0.55258105] [-0.35253975] [ 0.26616654 0.57544892 0.45458701 0.69790026 0.44597867 0.66651519 0.45833745 0.59270848 0.48906292 0.47232014] [-1.14142458] [ 0.30425992 0.62363682 0.43492105 0.6066429 0.30312905 0.48531126 0.4430596 0.58269542 0.49367417 0.3244507 ] [-0.1982194] [ 0.60625447 0.59367902 0.51473969 0.42284738 0.24780045 0.30203887 0.53575168 0.60530317 0.60549141 0.33815084] [ 0.12403754] [ 0.56147765 0.6639919 0.57854887 0.39305497 0.43617171 0.46644874 0.63101568 0.51651474 0.59462655 0.50306835] [-0.15395313] [ 0.57947296 0.47104596 0.55107827 0.33163317 0.45433491 0.71890909 0.40860489 0.62826721 0.5684573 0.49644906] [ 0.05622264] [ 0.41357193 0.61634717 0.54541817 0.44847802 0.50195576 0.68933331 0.53121115 0.31972108 0.57936032 0.61152117] [-0.21443916] [ 0.30570329 0.34388061 0.61332833 0.29958184 0.46888548 0.38376606 0.44206169 0.34758177 0.4821624 0.22778949] [-0.26846907] [ 0.84285032 0.51088619 0.57373077 0.28179726 0.26812175 0.37268507 0.55341928 0.61714982 0.60225297 0.42493577] [ 0.32543976] [ 0.16067007 0.43115853 0.4669201 0.58116946 0.60081539 0.72412864 0.44288912 0.41004682 0.22016223 0.46226085] [-0.18472244] [ 0.25499634 0.6927245 0.42614943 0.69492742 0.30821693 0.67563386 0.41513435 0.48385345 0.54753375 0.59738641] [ 0.17594953] [ 0.16839053 0.6226359 0.49847783 0.62770894 0.51519058 0.75711476 0.39337793 0.47667401 0.53022004 0.56293674] [ 0.99705971] [ 0.54536435 0.4837641 0.60855485 0.31996727 0.43570729 0.5961647 0.50491569 0.43851344 0.3743984 0.48153622] [-0.00102396] [ 0.58769797 0.74375043 0.51305134 0.57151445 0.42020075 0.49436633 0.51218263 0.56664486 0.63214986 0.58502221] [-1.57740479] [ 0.35958439 0.57430228 0.51423422 0.26012197 0.26507866 0.44992122 0.4243343 0.59818015 0.54349486 0.30762633] [-0.20909236] [ 0.21926091 0.72831701 0.4197149 0.69520305 0.34537134 0.70506351 0.41435441 0.48875593 0.5584464 0.51049212] [-0.19531513] [ 0.27480646 0.5103364 0.60017796 0.33799234 0.45680258 0.61097088 0.45083299 0.45355663 0.45771532 0.52639876] [ 0.17112085] [ 0.66814394 0.45279562 0.60339529 0.34382108 0.43632334 0.35045264 0.59105622 0.57611698 0.48294944 0.40637441] [-0.04111291] [ 0.67145161 0.61294453 0.50168663 0.34292613 0.44502794 0.3725021 0.49147885 0.4223729 0.61592108 0.475615 ] [-0.41291535] [ 0.3422858 0.60036082 0.41693092 0.59165246 0.33932101 0.55447748 0.33727718 0.52146498 0.44223022 0.51753233] [-0.03688039] [ 0.33616916 0.73356533 0.35646034 0.65072894 0.41930023 0.51912596 0.35210324 0.38406427 0.45136903 0.72324677] [-0.28979176] [ 0.31900575 0.60259912 0.56772797 0.48672682 0.37324852 0.56375338 0.45789701 0.41135324 0.52723771 0.49359266] [-0.06974597] [ 0.23502573 0.30626288 0.69138745 0.28455851 0.55461421 0.68204841 0.38648227 0.47059155 0.30953206 0.45948593] [ 2.03303762] [ 0.70310907 0.5263197 0.54415434 0.28995109 0.3048924 0.197299 0.50619969 0.67072248 0.58557813 0.34774438] [ 0.33842194] [ 0.67053549 0.61942189 0.51929023 0.40237249 0.36948792 0.43829919 0.48339214 0.44152382 0.53775956 0.60141999] [ 0.52708375] [ 0.20223396 0.26818288 0.68616824 0.34519727 0.64092518 0.74334838 0.3193573 0.28399713 0.2404924 0.50822667] [-0.42568087] [ 0.3596236 0.75101258 0.32245412 0.57933057 0.3507659 0.64092837 0.28501991 0.56441681 0.54536138 0.62165112] [-0.22227226] [ 0.35985959 0.59743591 0.60250846 0.45749752 0.46963019 0.58719781 0.44979992 0.55709732 0.51175712 0.53042206] [ 0.14046679] [ 0.27637705 0.22127811 0.79118841 0.31530719 0.47767315 0.59542052 0.46830863 0.44432707 0.42019055 0.2796025 ] [-0.43217503] [ 0.6912709 0.58200686 0.52422381 0.38075879 0.44614886 0.49254067 0.46536985 0.41123466 0.60593816 0.53735571] [-0.17715817] [ 0.2273927 0.49840251 0.43774292 0.63769261 0.47773302 0.6740061 0.43616543 0.6227718 0.34753236 0.48218037] [-0.01063872] [ 0.63097722 0.6051315 0.49166814 0.60474375 0.38428326 0.48079128 0.5575326 0.57190864 0.50476583 0.62322749] [-0.1351212] [ 0.3129394 0.64318578 0.46380669 0.56292959 0.41671736 0.68389616 0.44148916 0.44492032 0.55390398 0.62747662] [ 0.76208893] [ 0.59034553 0.57618942 0.52436569 0.38219141 0.24665377 0.33578704 0.5661404 0.62470565 0.60562358 0.34591917] [-0.66316075] [ 0.73453826 0.54368381 0.55554671 0.37376395 0.42365307 0.50453215 0.56519131 0.51764124 0.42089561 0.60987632] [-0.88230962] [ 0.43803102 0.73531597 0.30476976 0.64250171 0.2921193 0.44812156 0.45485609 0.43058605 0.51944548 0.53398336] [ 0.27259752] [ 0.47349859 0.50193061 0.39963993 0.63352253 0.31997415 0.40839426 0.46936879 0.52733241 0.55408912 0.63177956] [ 0.0777763] [ 0.38999249 0.49509286 0.52018389 0.45772623 0.48505009 0.68273797 0.43002606 0.41793348 0.50958759 0.58572497] [-0.56244579] [ 0.77762859 0.72532038 0.47902135 0.3615656 0.34303028 0.60023693 0.52630926 0.51170127 0.72427841 0.67121627] [ 0.30926613] [ 0.65975351 0.48833425 0.6069582 0.30523288 0.29792958 0.29547542 0.53847942 0.51169817 0.52892755 0.31247852] [-0.48854993] [ 0.40793896 0.53437212 0.60107557 0.54581388 0.53199326 0.66409402 0.45196691 0.49201411 0.49181937 0.4847497 ] [ 0.42105588] [ 0.47096734 0.74796801 0.33925642 0.58266407 0.36091043 0.49159578 0.50522028 0.56773503 0.64346938 0.47731616] [-0.80150548] [ 0.30240564 0.42873006 0.60423908 0.36964894 0.47103259 0.63605343 0.40473722 0.630827 0.41779518 0.38495976] [-0.14327265] [ 0.4353796 0.66528056 0.46181429 0.53929958 0.30000657 0.54932338 0.41369895 0.52719444 0.52307033 0.49007787] [-0.80351117] [ 0.50045001 0.27795229 0.74201286 0.23319053 0.3359076 0.38939301 0.53298487 0.61078883 0.48645582 0.1974567 ] [ 0.39631905] [ 0.16481649 0.58929969 0.54578803 0.47516594 0.51457036 0.84445652 0.36258874 0.47306826 0.50691601 0.64021785] [ 0.43358545] [ 0.37855137 0.52278549 0.53978799 0.48224897 0.30556504 0.56465803 0.45185943 0.71612607 0.41107645 0.29978158] [-0.40135482] [ 0.39299106 0.65384325 0.4779034 0.57004631 0.42614196 0.43606646 0.41721035 0.61080833 0.60305303 0.39999152] [ 0.28877196] [ 0.80349854 0.38227691 0.70119846 0.27083149 0.44920274 0.42732043 0.54369266 0.71602063 0.50881772 0.36011366] [ 1.10820774] [ 0.6858876 0.72238348 0.5428976 0.39870125 0.29395711 0.30399798 0.52121677 0.74433487 0.73158122 0.31461383] [ 0.45974935] [ 0.3051573 0.69542955 0.34642689 0.69059107 0.27904417 0.66188296 0.4047661 0.52020782 0.53088432 0.50599127] [-0.24265749] [ 0.3863111 0.47995977 0.4667083 0.60373217 0.40687772 0.63297904 0.49937508 0.57122298 0.45915272 0.47003843] [ 1.46415385] [ 0.59198219 0.56796506 0.50161352 0.39821635 0.33300638 0.26739127 0.58028037 0.70403728 0.55555635 0.28248629] [-0.28228177] [ 0.21898158 0.50234614 0.59797166 0.48097028 0.3287881 0.63519772 0.48842119 0.50818953 0.49510946 0.3968536 ] [-0.63777271] [ 0.3767755 0.49969053 0.43829096 0.49974311 0.39324356 0.59193961 0.39887101 0.42781549 0.55163753 0.48148838] [-0.25005247] [ 0.40464467 0.67184724 0.51665492 0.28289696 0.38183903 0.43868395 0.4836962 0.46179825 0.63418904 0.39035065] [ 0.00521166] [ 0.35570074 0.5240831 0.59283127 0.4061796 0.43295822 0.42055178 0.48782292 0.44518569 0.4898919 0.46169555] [-0.6243603] [ 0.75706988 0.55794504 0.50708704 0.44553275 0.26755504 0.33919078 0.48088557 0.46028643 0.51491571 0.49212632] [ 0.18196914] [ 0.2892916 0.36120089 0.69386227 0.36262061 0.42236099 0.70333416 0.39236568 0.32889002 0.38216511 0.40501045] [-0.63971814] [ 0.41666472 0.72565796 0.53260751 0.39294758 0.43009014 0.67044763 0.56468139 0.44596104 0.65912519 0.60577012] [ 0.13735093] [ 0.30400605 0.63418697 0.46551741 0.53845601 0.44083989 0.74082025 0.38059813 0.45185784 0.51537026 0.6385033 ] [-0.09333601] [ 0.30406841 0.53038722 0.51254012 0.63594079 0.40799236 0.66185947 0.36539123 0.39309661 0.47225559 0.54969013] [-0.50937702] [ 0.35141043 0.4846701 0.66203957 0.3846416 0.58098654 0.63907599 0.43156966 0.38140463 0.51435612 0.47436022] [-0.19215676] [ 0.59342718 0.62175171 0.51477326 0.38185034 0.37822233 0.60991782 0.52963747 0.57234585 0.55538121 0.50046124] [-0.31289456] [ 0.36861618 0.64890454 0.47877463 0.61441382 0.46040561 0.6872541 0.50661959 0.45135427 0.54348893 0.50731219] [-0.89429907] [ 0.38685436 0.50905174 0.48235904 0.53385193 0.41022991 0.53398334 0.40905168 0.51863157 0.37213947 0.4243047 ] [ 0.28901519] [ 0.13001272 0.68620165 0.32595915 0.58697028 0.43428436 0.70236603 0.24419156 0.51919674 0.403841 0.61067399] [ 0.04048589] [ 0.49015975 0.40786509 0.61604449 0.33487504 0.44711226 0.62209713 0.53108779 0.54760282 0.4548781 0.41520675] [ 0.01390872] [ 0.23821351 0.54483754 0.484238 0.51868774 0.42423561 0.62281032 0.41356142 0.37123567 0.34148933 0.58567696] [-0.0071786] [ 0.22388482 0.53595453 0.54843878 0.62166152 0.29762521 0.71243963 0.30143511 0.57305743 0.56154378 0.37575875] [ 1.14575294] [ 0.54310431 0.47898928 0.58174219 0.45574898 0.34553064 0.40163335 0.3861588 0.45301168 0.49045794 0.36708593] [ 0.51525177] [ 0.12134663 0.58959532 0.40277744 0.62286093 0.49210609 0.84128996 0.46060808 0.47090567 0.43739333 0.60092109] [-0.00945971] [ 0.85941406 0.58779266 0.61548613 0.30823699 0.37442197 0.4035985 0.57123871 0.74494604 0.63080994 0.43865954] [-0.26095614] [ 0.36241368 0.36984519 0.52934005 0.61909364 0.50091969 0.68457413 0.45170519 0.60043053 0.41396343 0.45971195] [ 0.07076932] [ 0.14292717 0.47504046 0.5015097 0.60902294 0.38555209 0.81018171 0.41578151 0.4425769 0.46364808 0.44028464] [-0.36032833] [ 0.70905516 0.24003643 0.68700479 0.35760501 0.55510718 0.57381053 0.49164486 0.51717475 0.33426154 0.38746074] [-0.32042125] [ 0.35033722 0.51790116 0.54449087 0.45119553 0.40071875 0.69071903 0.38153395 0.51160022 0.49888622 0.51777609] [-1.27935627] [ 0.55241679 0.61277222 0.60321704 0.50402735 0.38231545 0.43239348 0.43024304 0.5957817 0.50713928 0.3649854 ] [ 0.35119541] [ 0.56572973 0.6414101 0.49198888 0.52561489 0.37965279 0.47944413 0.35593167 0.43808436 0.58513338 0.54393107] [ 0.06238738] [ 0.44612919 0.6336194 0.55920634 0.5370247 0.45240839 0.58386878 0.54302721 0.57862731 0.55511057 0.57206727] [ 0.58368766] [ 0.71778443 0.55717845 0.57568491 0.49020298 0.39509483 0.47972451 0.48951702 0.61200414 0.63780389 0.42366421] [-0.39449217] [ 0.75930704 0.48809472 0.53512133 0.35054687 0.36554868 0.45108425 0.43620459 0.53724926 0.58028116 0.44284835] [ 0.44818908] [ 0.2158021 0.52536457 0.60253688 0.55137869 0.30792965 0.6150395 0.40628115 0.53844234 0.48863886 0.29718565] [-0.37272902] [ 0.54520754 0.61452023 0.4592218 0.5801274 0.43296012 0.484004 0.46101378 0.62458609 0.45809494 0.46083 ] [-0.23390571] [ 0.48129039 0.64159084 0.46625187 0.5112464 0.33776521 0.32846708 0.42000089 0.45998711 0.66267435 0.3825254 ] [ 0.07142602] [ 0.57283156 0.63822302 0.48658462 0.49966375 0.28910151 0.47058812 0.52968424 0.54164707 0.5370126 0.55258105] [-0.55713283] [ 0.47991163 0.41386704 0.51543024 0.42077794 0.48546512 0.67417754 0.47651161 0.46397126 0.39853699 0.4649877 ] [-0.25551128] [ 0.53403336 0.57564764 0.54304231 0.33716071 0.48080111 0.5183217 0.53012457 0.57897503 0.5309239 0.46073772] [ 0.1916388] [ 0.18577195 0.62099464 0.42409829 0.56158438 0.45227576 0.77587447 0.44095394 0.6091337 0.49295742 0.58589233] [ 0.00746575] [ 0.37526327 0.73426099 0.41827102 0.67285993 0.30585517 0.57309443 0.52136304 0.61224483 0.58916807 0.46657724] [-0.25164374] [ 0.4823528 0.55566372 0.62333147 0.39072447 0.46155747 0.48564661 0.5225274 0.57103937 0.51878907 0.45980435] [ 0.17719594] [ 0.2026656 0.72370734 0.43529848 0.61272211 0.32134234 0.74083819 0.41651194 0.47526128 0.55386295 0.56406944] [-0.03114358] [ 0.38278511 0.65491912 0.46438204 0.55352772 0.3319193 0.7111775 0.4586884 0.47031618 0.59368032 0.66105646] [-0.29288589] [ 0.66193023 0.55806577 0.58393098 0.55542259 0.45143017 0.54897406 0.54848062 0.51641421 0.57423596 0.51225951] [-1.38942918] [ 0.59017028 0.71716152 0.46712764 0.65152342 0.35227846 0.34595448 0.49100278 0.69648023 0.58991728 0.61364361] [-0.94355335] [ 0.8421157 0.67746337 0.57040231 0.41998351 0.44913 0.55908232 0.60967238 0.47829085 0.68759301 0.59410122] [ 0.37217331] [ 0.30969963 0.76043795 0.33226803 0.72178739 0.29005187 0.6091092 0.41901182 0.38839487 0.65284902 0.82248485] [-0.00724827] [ 0.4635418 0.68870782 0.4026562 0.70760761 0.26518383 0.46607208 0.49300428 0.67366112 0.54768704 0.54274649] [-1.00865656] [ 0.30904693 0.40731916 0.52834848 0.42159208 0.48700674 0.35268983 0.57387561 0.5075678 0.51803737 0.45445955] [-0.1391463] [ 0.36662458 0.71068545 0.38354353 0.65251822 0.37216477 0.55287362 0.34293679 0.351755 0.46141981 0.6353675 ] [-0.14780863] [ 0.66832112 0.5190154 0.5603062 0.42967834 0.52112745 0.5544607 0.49482417 0.49390906 0.57748382 0.49828861] [ 0.22102673] [ 0.47997844 0.55723958 0.65100849 0.30460255 0.5486906 0.58614429 0.42620384 0.47477302 0.55470956 0.52841353] Progress: 76.6% ... Training loss: 0.300 ... Validation loss: 0.477[-0.6500565] [ 0.68178552 0.67500701 0.54639735 0.42904249 0.33024797 0.3832969 0.61599474 0.63275521 0.6414316 0.39652052] [ 0.29222068] [ 0.46972861 0.65803491 0.47965996 0.62760061 0.31016238 0.59450072 0.41461819 0.40874612 0.48811842 0.66254106] [-0.22791994] [ 0.33242708 0.59830488 0.50474733 0.52369356 0.47266361 0.56455747 0.49645602 0.48076219 0.56631613 0.49134777] [-0.02907491] [ 0.19816891 0.64047133 0.52220718 0.47657329 0.43625537 0.69152268 0.42579039 0.3245759 0.5940971 0.50061518] [-1.50364375] [ 0.66669694 0.60659366 0.59074169 0.40800045 0.40728551 0.31316049 0.52930826 0.61664686 0.62385874 0.2815657 ] [-0.22171703] [ 0.47368475 0.79993868 0.44084057 0.54558897 0.3630984 0.49402902 0.42178814 0.67219789 0.63174945 0.54031464] [ 0.31389574] [ 0.76785695 0.48937253 0.6098329 0.27298367 0.47541688 0.3634746 0.57991242 0.4417174 0.55977804 0.44744401] [-0.26069815] [ 0.47644994 0.593177 0.48696215 0.60074979 0.30956899 0.56772868 0.5417901 0.64372329 0.49683963 0.45980713] [ 1.67540199] [ 0.61251031 0.49652184 0.57330781 0.39493375 0.21630254 0.28120704 0.55906603 0.7327773 0.53891088 0.26342226] [ 1.34821757] [ 0.50830505 0.42935425 0.45557701 0.54529841 0.30321439 0.30791934 0.43303602 0.4272535 0.58223519 0.27048376] [-0.46569758] [ 0.43450945 0.60319475 0.55221931 0.37319572 0.47088646 0.61700668 0.51669981 0.30954322 0.62971631 0.56336327] [-0.43387234] [ 0.41248934 0.51487821 0.46592737 0.59209757 0.40086861 0.6883246 0.42599621 0.61508575 0.55836031 0.52717565] [ 0.5949306] [ 0.6176685 0.69303862 0.4571224 0.45019451 0.29084814 0.4831854 0.55449329 0.65738893 0.70825117 0.46999377] [ 0.2110979] [ 0.5224543 0.64378067 0.44921153 0.63847146 0.29861636 0.45929733 0.4915805 0.45594194 0.55120503 0.6505159 ] [-0.50986418] [ 0.13772855 0.62670931 0.43956625 0.59752737 0.36109038 0.60384386 0.40127367 0.57201367 0.45288001 0.33393412] [-0.24495456] [ 0.46213051 0.48468398 0.60214873 0.31692339 0.46038276 0.41513703 0.48936222 0.39684661 0.56657942 0.3052135 ] [ 0.17901254] [ 0.28509603 0.56699823 0.49654464 0.48358559 0.44800622 0.72520888 0.37440456 0.5212181 0.50275438 0.62354215] [ 0.4600766] [ 0.13482667 0.59788771 0.45650345 0.65402021 0.51210966 0.78849359 0.39167416 0.40071979 0.5708124 0.5551378 ] [ 0.73407644] [ 0.82146507 0.42494296 0.53633547 0.4861926 0.3608881 0.36846282 0.54293769 0.39542553 0.61159476 0.51691382] [-0.20073877] [ 0.6788357 0.62237222 0.39467433 0.48857346 0.26986901 0.46686002 0.44401294 0.43323653 0.55298563 0.47165509] [ 0.02124734] [ 0.41457005 0.31876843 0.59390331 0.42224931 0.52820981 0.62889356 0.51012337 0.48077404 0.34182556 0.46569278] [-0.0352125] [ 0.46713898 0.50386871 0.59221492 0.30647947 0.43103367 0.5098306 0.46095591 0.56589055 0.53296825 0.48097955] [-0.96885016] [ 0.49159318 0.610229 0.55693235 0.48794977 0.4103366 0.54218046 0.52624824 0.49907243 0.51070964 0.46008253] [-0.50324098] [ 0.30600243 0.5392593 0.45006362 0.56937898 0.39186355 0.63318127 0.47056663 0.66899467 0.55494227 0.59216441] [ 1.08254123] [ 0.59825166 0.60831775 0.47428546 0.47605445 0.34638282 0.41519547 0.59354784 0.6873089 0.66975749 0.28733042] [-0.33450831] [ 0.67277802 0.52813478 0.61167118 0.38087883 0.53173962 0.54224819 0.5019859 0.36104973 0.59457336 0.56048342] [ 0.23346947] [ 0.56010897 0.69016458 0.44093705 0.60529457 0.27416017 0.62930714 0.38775212 0.34641329 0.56100913 0.64618655] [ 0.30344433] [ 0.45646757 0.58570917 0.49069145 0.56180837 0.28213883 0.46854979 0.56633078 0.67118982 0.54233918 0.35142431] [ 0.91996196] [ 0.5819861 0.61205112 0.48752715 0.54300481 0.20997509 0.34919558 0.45169312 0.49809901 0.63812935 0.33784064] [-0.07491546] [ 0.53624243 0.73608666 0.43633537 0.52831694 0.32802167 0.6265203 0.46801585 0.31998424 0.65708822 0.70182187] [ 0.4438768] [ 0.30048001 0.50024193 0.50478937 0.4626815 0.5420232 0.71062346 0.51057745 0.3405543 0.47221349 0.58558854] [ 0.11739596] [ 0.17321626 0.62037067 0.50466451 0.64511987 0.30629787 0.7597706 0.35303376 0.43591179 0.54536561 0.44874178] [ 0.03877364] [ 0.19418423 0.30609886 0.66287726 0.43444739 0.49838714 0.69437371 0.3876815 0.36955151 0.37391284 0.35077954] [ 0.20387673] [ 0.28235838 0.63223029 0.33166093 0.69397819 0.32957581 0.59421647 0.42927111 0.59103788 0.52174561 0.47826252] [-0.50833571] [ 0.42257899 0.61525766 0.45594331 0.61214318 0.40028382 0.50897654 0.41286063 0.45871357 0.53651835 0.58624582] [-0.16830008] [ 0.58945565 0.66478446 0.46883634 0.42457092 0.22644094 0.36912131 0.55408793 0.77238703 0.62786631 0.33241799] [-0.20983282] [ 0.25078636 0.27536852 0.68064936 0.29688705 0.47392125 0.60622634 0.46493391 0.34131333 0.36790758 0.24461514] [ 0.2645207] [ 0.23255059 0.52098593 0.44163288 0.58282946 0.44197874 0.75548623 0.45477262 0.45977915 0.4330775 0.55833401] [ 0.24394361] [ 0.43508505 0.58322043 0.51977486 0.52058657 0.3524874 0.65730224 0.40740331 0.27077538 0.54476792 0.62438053] [ 0.73245965] [ 0.70076396 0.49878486 0.64648279 0.28427154 0.48637644 0.51705068 0.62413516 0.61644026 0.55159075 0.4070834 ] [ 0.16106245] [ 0.33438222 0.75451876 0.3794918 0.66188117 0.21040901 0.54020029 0.51523105 0.6193373 0.61583722 0.5874237 ] [-0.23866378] [ 0.52532359 0.54957626 0.46152705 0.4079917 0.29816097 0.4969226 0.50217468 0.49290223 0.4629018 0.46673778] [-0.02871714] [ 0.69727686 0.7562925 0.45041824 0.65078031 0.41938819 0.39704581 0.57028641 0.6024263 0.64839537 0.77748974] [-0.17093007] [ 0.30239444 0.65572598 0.44458834 0.48845932 0.42145472 0.49536189 0.43263529 0.4455989 0.53666842 0.60826268] [ 0.74506853] [ 0.62357413 0.61965035 0.48694845 0.33673428 0.36904499 0.41501487 0.50769514 0.61819452 0.60876977 0.42778962] [ 0.52248542] [ 0.47340361 0.66042923 0.42293999 0.51839749 0.27177237 0.47092331 0.49404586 0.57323225 0.51570995 0.48026382] [ 0.06453531] [ 0.59156881 0.48188779 0.47887954 0.41523494 0.40885606 0.48406077 0.47957499 0.45762154 0.58920117 0.48589288] [-0.06173861] [ 0.3371539 0.40284754 0.57844954 0.33300487 0.51765734 0.58990364 0.45724311 0.49257159 0.46959314 0.50971444] [-0.13958228] [ 0.4271475 0.67816382 0.38434347 0.6812804 0.58690215 0.68873563 0.38201815 0.52505931 0.467607 0.55231558] [ 0.14940484] [ 0.42935873 0.28320131 0.72384245 0.29074203 0.53128467 0.54861504 0.43223106 0.34880442 0.32524636 0.4409628 ] [-0.59013733] [ 0.55993821 0.66856062 0.554591 0.46253145 0.41193738 0.6603221 0.49466752 0.44946439 0.50850227 0.57752215] [ 0.61477475] [ 0.47911346 0.49345442 0.46593841 0.40826225 0.45011964 0.41163971 0.52190051 0.68088405 0.59856298 0.35376074] [-0.53939316] [ 0.79493352 0.76708232 0.41987274 0.45216049 0.27957629 0.44981792 0.51002827 0.46841915 0.64453655 0.68563116] [-0.35447849] [ 0.44205482 0.6995515 0.39058949 0.56614934 0.51605582 0.66568208 0.35192269 0.5456456 0.53359692 0.58872129] [ 0.20899825] [ 0.27406065 0.46013014 0.58245027 0.41332071 0.52618733 0.7752907 0.50410504 0.39174164 0.42869362 0.60891088] [ 0.22484438] [ 0.53250524 0.71216979 0.40343206 0.34169967 0.43645777 0.7020004 0.51643876 0.48079148 0.47571261 0.63947532] [-0.23697873] [ 0.32414649 0.55008662 0.48169714 0.64146411 0.38032155 0.7159736 0.45614011 0.48383816 0.50729423 0.50562443] [ 0.23908023] [ 0.45588946 0.7271368 0.43758347 0.6723868 0.39512611 0.47228562 0.43774966 0.62305086 0.56199008 0.56504174] [ 0.30439323] [ 0.17387156 0.64029841 0.53175912 0.49046236 0.35068675 0.74451628 0.36883789 0.48858539 0.47846427 0.46467009] [ 0.54009097] [ 0.13464934 0.32498705 0.64410499 0.36533079 0.53333783 0.84473399 0.40463521 0.29908245 0.40304438 0.51229984] [-0.13672983] [ 0.64042455 0.59439196 0.44231767 0.55123268 0.31192411 0.34087242 0.43988237 0.47013572 0.67112488 0.5213283 ] [-0.3296991] [ 0.29157525 0.42336177 0.46542722 0.50307037 0.42053704 0.62319552 0.37090096 0.4097399 0.49635639 0.4515844 ] [ 1.3824814] [ 0.48256984 0.75279294 0.43684939 0.53347776 0.24161973 0.40395486 0.46932129 0.58837499 0.58793834 0.40749794] [ 0.57319263] [ 0.52954597 0.56801665 0.5195153 0.44901779 0.3788535 0.44500625 0.39459644 0.50089694 0.47790893 0.54189079] [ 0.39794399] [ 0.24660149 0.5304378 0.44723981 0.42986965 0.52013525 0.7549355 0.31674127 0.36843484 0.36774347 0.56717744] [ 1.44199082] [ 0.61148451 0.5026246 0.49778459 0.42287246 0.39321131 0.31481352 0.54155565 0.64653341 0.50480761 0.25709616] [-0.31191486] [ 0.37878361 0.57114318 0.41482993 0.56769929 0.41339925 0.61300797 0.41684918 0.45498436 0.5531855 0.49178816] [ 0.62865709] [ 0.63303959 0.7442924 0.5124345 0.53921809 0.40412949 0.49051965 0.58566886 0.54504777 0.61654761 0.68065726] [-0.03344449] [ 0.36844162 0.48633469 0.58549697 0.46597292 0.38735189 0.62248976 0.41496783 0.43521151 0.34762535 0.38608177] [ 0.31187427] [ 0.66426229 0.45268219 0.60181567 0.34621528 0.43963238 0.3591443 0.58822406 0.56867938 0.47925505 0.4117702 ] [ 0.21583462] [ 0.34925817 0.58230374 0.5944117 0.51515258 0.51538262 0.73688687 0.39619365 0.44031777 0.4258336 0.61110252] [-0.21920048] [ 0.44231862 0.50432198 0.45567102 0.55445014 0.35797586 0.46317153 0.47061989 0.60415625 0.55350337 0.30493856] [ 1.24802588] [ 0.68174258 0.72229587 0.54134328 0.40096672 0.29647574 0.31142005 0.51864507 0.73905104 0.72891356 0.31973207] [-0.57134454] [ 0.63257833 0.66684024 0.49369352 0.37648606 0.45242172 0.43961349 0.47560441 0.47743775 0.55436794 0.59810771] [-0.44632613] [ 0.50391378 0.60665992 0.48590433 0.63136569 0.46247265 0.46508828 0.45772092 0.66133952 0.43780077 0.44703045] [-0.47595058] [ 0.36658611 0.74648888 0.39500401 0.49223841 0.32914796 0.58819078 0.41170817 0.43712079 0.64696388 0.60012149] [-0.43294244] [ 0.35845207 0.71119513 0.41247223 0.52622751 0.25072832 0.58300143 0.42975646 0.52429449 0.56473176 0.54038916] [-1.01058302] [ 0.58286596 0.60585089 0.48388738 0.49191382 0.39564842 0.33223416 0.51157141 0.75604212 0.56499613 0.34291083] [ 0.20141233] [ 0.39920729 0.72083427 0.38938797 0.60119985 0.44964481 0.73954785 0.4341577 0.44907188 0.42294651 0.70141313] [ 0.12872076] [ 0.3398194 0.48219277 0.51483501 0.45446675 0.51271928 0.75812196 0.41880322 0.50699478 0.37276501 0.59958282] [-0.36792252] [ 0.42783818 0.62644527 0.39718501 0.5938323 0.37924445 0.58631121 0.49088859 0.60885152 0.50128025 0.55320768] [-0.03096736] [ 0.5846789 0.70172963 0.47299756 0.35040139 0.40553143 0.55074751 0.50399093 0.62528329 0.53099429 0.55932118] [-0.17073512] [ 0.76836072 0.68092509 0.4434129 0.46962515 0.25062932 0.44119095 0.47432736 0.46693497 0.68996195 0.50227177] [ 0.03995288] [ 0.7651214 0.67581221 0.47292915 0.38046512 0.38352087 0.32012296 0.49631123 0.48450758 0.61363749 0.51195853] [-0.08699075] [ 0.42573763 0.6057424 0.4574564 0.39909529 0.51223915 0.64871059 0.38374295 0.42891006 0.44649203 0.685038 ] [-0.20484827] [ 0.36342584 0.51967932 0.60653604 0.35388804 0.62380199 0.53904415 0.44675775 0.46841839 0.46931905 0.49171254] [ 0.53418435] [ 0.35412421 0.48792723 0.49703476 0.37117273 0.36919901 0.46348909 0.36787552 0.48484319 0.48694573 0.29136534] [-0.16209051] [ 0.37843001 0.7165839 0.3920067 0.64620808 0.33967701 0.61984667 0.41677818 0.54005606 0.51764105 0.62711477] [-0.41981111] [ 0.29212537 0.69640546 0.32779929 0.63430274 0.42301793 0.6267012 0.41478929 0.52903542 0.50956972 0.4534757 ] [-0.0623522] [ 0.82194826 0.34872182 0.66776053 0.352953 0.49887721 0.39624325 0.49628454 0.58543486 0.50450777 0.33395136] [ 0.02152891] [ 0.62414634 0.56401223 0.57889072 0.33314865 0.48241272 0.55661777 0.53024784 0.55349326 0.64525661 0.48170065] [-0.35548259] [ 0.68961905 0.54034256 0.57254277 0.35632569 0.34898485 0.39741042 0.54592533 0.4289424 0.58297639 0.46588866] [ 0.34126784] [ 0.29311624 0.12882634 0.78605213 0.32462089 0.62237483 0.79510305 0.35910223 0.29585863 0.17728398 0.4400688 ] [-0.88526793] [ 0.5466461 0.56055852 0.61860632 0.1998784 0.35961081 0.4010544 0.57688046 0.63749331 0.51263725 0.3125757 ] [-1.41998885] [ 0.71105463 0.70709881 0.54199543 0.40378384 0.38916513 0.41166147 0.64953413 0.62712198 0.68601203 0.44592942] [ 0.60314897] [ 0.10734276 0.38049577 0.70108699 0.44873528 0.52184174 0.83252501 0.37909853 0.2829056 0.36418693 0.48652692] [ 0.28523039] [ 0.28281293 0.51267789 0.4544966 0.63152799 0.41820343 0.72278439 0.40540412 0.40578258 0.41266322 0.53133412] [-0.00587232] [ 0.47860007 0.57336561 0.47243628 0.51638489 0.38830441 0.68978874 0.42826281 0.50841334 0.54438815 0.64969703] [ 0.26078632] [ 0.61437458 0.54926631 0.53276176 0.56794243 0.29677793 0.45841541 0.46725644 0.38722809 0.53134192 0.51145799] [ 1.86777326] [ 0.7564305 0.57245378 0.55745412 0.25894248 0.26758852 0.30698457 0.63730592 0.75947397 0.59094719 0.26155549] [-0.66865509] [ 0.49754221 0.67962883 0.58907603 0.14148777 0.41456722 0.48890224 0.53956031 0.62806028 0.64655956 0.48735987] [ 0.48710118] [ 0.25434663 0.67526714 0.43166319 0.60327838 0.54074047 0.71432777 0.43452785 0.33801343 0.38878876 0.63144701] [ 0.46317557] [ 0.72801421 0.66765876 0.43377871 0.47927826 0.27406059 0.26328106 0.47101732 0.46837803 0.66188599 0.47938491] [ 0.30489041] [ 0.20071311 0.64727114 0.27952437 0.72590549 0.46526638 0.70386454 0.36010716 0.42559907 0.36816418 0.47146625] [-0.26351734] [ 0.69961851 0.57872222 0.50567845 0.40102281 0.31762834 0.4471471 0.44581162 0.52808628 0.53483084 0.5084601 ] [ 0.11686571] [ 0.53624264 0.67581922 0.55455451 0.58054221 0.54058883 0.59679125 0.39886807 0.48308572 0.60725946 0.54528815] [ 0.0639964] [ 0.52811189 0.50941992 0.46903475 0.46873067 0.32931873 0.43715779 0.50688056 0.53100345 0.49344606 0.50413417] [ 0.55994206] [ 0.5665455 0.6332732 0.5019897 0.41689221 0.31450743 0.42802105 0.60689441 0.62157713 0.69459485 0.42980408] [ 0.17159319] [ 0.17513377 0.50192256 0.50205776 0.44355962 0.49030604 0.76047614 0.38387445 0.42996237 0.40155014 0.46302736] [ 0.84609087] [ 0.60947107 0.63762301 0.53547993 0.36105702 0.32200569 0.54360233 0.5341241 0.53505675 0.46743638 0.45834237] [-0.03688883] [ 0.292237 0.49773017 0.5070852 0.54069083 0.30279521 0.56844348 0.42259671 0.52766633 0.52264593 0.37332572] [ 0.42108002] [ 0.10921728 0.56142947 0.41058852 0.64087635 0.51117857 0.6772759 0.36872979 0.34993576 0.33870936 0.4474883 ] [-1.03715074] [ 0.58816123 0.61926234 0.52669639 0.34551063 0.37860154 0.39960453 0.59611557 0.59007792 0.54392792 0.38483278] [-0.49687908] [ 0.64505942 0.71733147 0.55705406 0.40886122 0.33052789 0.3936931 0.51507304 0.45559256 0.72748838 0.50241073] [ 0.8452302] [ 0.59997852 0.63828095 0.41541269 0.3568994 0.28949895 0.2829333 0.55854065 0.52501867 0.66176722 0.35538862] [ 0.47748131] [ 0.52787181 0.63033902 0.51885004 0.45233095 0.38825475 0.43793132 0.51015562 0.59684993 0.4550452 0.49540682] [ 0.14530966] [ 0.62143143 0.38043328 0.61855242 0.32777469 0.47089709 0.47754529 0.55242278 0.54384721 0.40000347 0.43297786] [ 0.09862679] [ 0.31845071 0.72803715 0.34587785 0.72615491 0.2696822 0.60780041 0.37828594 0.53328722 0.57211762 0.58453099] [-1.0753322] [ 0.26633035 0.58642732 0.58195358 0.34122041 0.40020819 0.48885805 0.47978543 0.47578861 0.55963269 0.33480288] [-0.26852356] [ 0.53201159 0.42383588 0.52654195 0.29143716 0.45896672 0.62550333 0.49178539 0.56328949 0.46575872 0.41933491] [-0.75227835] [ 0.37639497 0.68075129 0.41834007 0.56120859 0.29272658 0.63907704 0.47556486 0.56246019 0.58407438 0.49204796] [-0.53295687] [ 0.85386721 0.64559527 0.56108971 0.36468283 0.46546388 0.46587906 0.5325836 0.58225808 0.63921444 0.55258301] [-0.09328546] [ 0.48062386 0.67195304 0.4287471 0.59356854 0.28317872 0.67202123 0.42473591 0.41064693 0.57013528 0.65555336] [-0.40985804] [ 0.52406733 0.80366337 0.42788137 0.48101356 0.45999267 0.62476116 0.46272056 0.50078418 0.60254725 0.66321215] [ 0.34328661] [ 0.23942894 0.53210141 0.6019763 0.45327667 0.55181063 0.69669079 0.33818036 0.32887855 0.39360177 0.53986638] [-0.16118544] [ 0.5599387 0.61163929 0.49221409 0.36625122 0.39300554 0.57895202 0.45018407 0.62304835 0.5261933 0.57087089] [-0.00204182] [ 0.5393321 0.66520952 0.55345143 0.44767483 0.48890938 0.56748055 0.45245922 0.5989068 0.51577068 0.60465319] [-0.84215369] [ 0.771516 0.73153697 0.54719944 0.35712547 0.43808394 0.5389747 0.60666538 0.57908405 0.59657492 0.67588505] Progress: 76.9% ... Training loss: 0.298 ... Validation loss: 0.471[ 0.15754929] [ 0.29547477 0.6597241 0.43658162 0.60590801 0.52262936 0.69305006 0.36232215 0.44154587 0.4504714 0.62899113] [ 0.17422681] [ 0.24707463 0.62546851 0.49619425 0.61409126 0.51279732 0.78057073 0.39084147 0.50436822 0.5442911 0.59852248] [-0.03502723] [ 0.72191399 0.66856343 0.47304485 0.2893057 0.31459489 0.44541891 0.4681232 0.5411413 0.56263141 0.49569859] [-0.35924127] [ 0.39004111 0.2487444 0.70493109 0.23415002 0.46986246 0.64761786 0.42792061 0.33036357 0.30503294 0.30908746] [ 0.17316938] [ 0.42001553 0.69018598 0.30068467 0.52636061 0.38184869 0.57808054 0.49820455 0.61915298 0.4286332 0.47235747] [ 0.95989137] [ 0.22250628 0.67468065 0.37861069 0.58691553 0.36693284 0.59361955 0.37595633 0.67821744 0.55302856 0.49713599] [ 1.9406588] [ 0.56554658 0.25565426 0.61989617 0.34497297 0.41106826 0.40910485 0.56060651 0.54449552 0.33583604 0.2132674 ] [-0.54592135] [ 0.74474166 0.4453938 0.57355057 0.32529668 0.4327626 0.54449196 0.44116275 0.49158373 0.52744221 0.53544664] [ 0.26271758] [ 0.44968413 0.61822772 0.46952646 0.62999769 0.23947952 0.63785373 0.37872955 0.50729223 0.51716909 0.47736987] [ 0.35589503] [ 0.27821084 0.46599759 0.64768466 0.35684194 0.48804584 0.54690018 0.35532652 0.34578905 0.47785862 0.35882942] [-1.99392282] [ 0.68817843 0.51219506 0.48229916 0.38918869 0.29568174 0.20581726 0.61247636 0.60491369 0.61655474 0.23501837] [-0.21688555] [ 0.23342982 0.51334644 0.55577726 0.53419789 0.37548897 0.60810634 0.49485381 0.53978388 0.40183185 0.41229992] [-0.24873132] [ 0.37721985 0.51994057 0.55385805 0.44753013 0.43973202 0.68325966 0.46533189 0.4417033 0.39083169 0.50869555] [ 0.2701105] [ 0.5858015 0.80275242 0.51983933 0.47844953 0.3577652 0.51370332 0.54727071 0.57952764 0.73079393 0.54316678] [-0.20190122] [ 0.50041525 0.74922427 0.32336215 0.66910225 0.29795167 0.56209602 0.41369701 0.3707248 0.60838124 0.71638609] [-0.44627115] [ 0.46175242 0.71017815 0.35539216 0.67277916 0.28668605 0.57458995 0.36050241 0.40291183 0.51208381 0.57954914] [-0.65592106] [ 0.46223265 0.32783553 0.69770811 0.31227726 0.63705158 0.47512043 0.41160291 0.46542675 0.34912229 0.49217347] [-0.68528116] [ 0.47373181 0.57885717 0.60022067 0.38651093 0.46623665 0.66399787 0.57037886 0.43255557 0.58706831 0.55881935] [ 0.57853924] [ 0.2329774 0.58393195 0.48022591 0.39438023 0.36390032 0.6279612 0.36208964 0.39171267 0.4568207 0.39301851] [-0.27066208] [ 0.49001895 0.53947103 0.49370517 0.41619246 0.4999672 0.4857063 0.40745591 0.42371259 0.44132451 0.66814043] [-0.00880985] [ 0.36126397 0.6427918 0.43809504 0.65405001 0.32205402 0.63001268 0.3859626 0.35918644 0.56871494 0.69798512] [ 0.90495632] [ 0.75155179 0.50935902 0.63663563 0.43812707 0.45814306 0.36364476 0.56090935 0.58290546 0.60157369 0.32072347] [-0.17697277] [ 0.23647604 0.64028419 0.49179877 0.57323335 0.49251128 0.57729469 0.37862606 0.56091417 0.54127614 0.49066029] [ 0.34852828] [ 0.60514567 0.54851469 0.5401932 0.43060339 0.3736109 0.45351273 0.45698689 0.44911907 0.49715732 0.55938932] [ 0.27399176] [ 0.557199 0.66053853 0.53828934 0.62933927 0.46493003 0.56086325 0.53427165 0.53506268 0.5810626 0.56319482] [-0.29954701] [ 0.35680457 0.72328163 0.39256115 0.65924079 0.35609518 0.65280861 0.51257904 0.67116933 0.56721291 0.48592352] [-0.13001819] [ 0.47104296 0.6385127 0.47704756 0.50341051 0.44340755 0.70696042 0.42912739 0.44897731 0.53838618 0.66221543] [ 0.42115005] [ 0.3868919 0.66204457 0.35928849 0.39913559 0.33287233 0.63131571 0.41767344 0.45215701 0.61335247 0.49669813] [ 0.05866747] [ 0.37354069 0.51355707 0.52292916 0.66600472 0.54285612 0.76158507 0.42513739 0.4956575 0.49413829 0.56133837] [ 0.2852589] [ 0.2948876 0.55629923 0.48616373 0.52223092 0.43465625 0.77419664 0.40811673 0.59213151 0.44054795 0.48486989] [ 0.28981785] [ 0.60269694 0.69416915 0.49981551 0.49587418 0.36675325 0.36498887 0.45857142 0.49415507 0.69110392 0.44575356] [ 0.11223485] [ 0.16939436 0.62331661 0.43480075 0.47933233 0.37038281 0.74413932 0.33070477 0.45406415 0.41942512 0.49764464] [-0.26454744] [ 0.28076576 0.49545799 0.48495328 0.62789822 0.45475338 0.6580689 0.46668683 0.40291861 0.46069272 0.41954671] [-0.11380556] [ 0.4457713 0.55339709 0.46240935 0.57328234 0.38302943 0.48664533 0.44753526 0.42899666 0.51716727 0.39018359] [-0.28721882] [ 0.63106119 0.60668053 0.5737443 0.58164234 0.44843627 0.49128939 0.51167831 0.5579574 0.56042373 0.53829711] [-0.28377479] [ 0.5020159 0.60161732 0.59959463 0.38787981 0.48938745 0.62830779 0.54984128 0.3933833 0.58434665 0.56222988] [ 0.17946285] [ 0.60647035 0.61014659 0.45621074 0.60776212 0.30573904 0.30297457 0.46089018 0.45009314 0.66057088 0.47111927] [ 1.23067276] [ 0.77829094 0.32005613 0.69398055 0.24357904 0.41851783 0.3918029 0.60861695 0.69919384 0.406569 0.27515416] [ 1.52260311] [ 0.6042233 0.33219824 0.63909849 0.35985686 0.41971429 0.46676936 0.51601721 0.5615839 0.44711457 0.27947297] [ 0.27415669] [ 0.17623189 0.45586963 0.67164152 0.38227207 0.40148957 0.75906333 0.41958285 0.41149314 0.38559246 0.40240741] [ 0.2159807] [ 0.1535512 0.53231394 0.38056198 0.67177114 0.41835784 0.72103876 0.41640223 0.53454258 0.45018369 0.51858741] [ 0.84526964] [ 0.60291919 0.75419094 0.42338108 0.5340622 0.23618425 0.43369684 0.4381881 0.53747043 0.58600706 0.60291 ] [ 0.20342901] [ 0.15144941 0.46146375 0.58506164 0.49416245 0.36984409 0.73612589 0.42193127 0.41685736 0.42568041 0.36294389] [ 0.09575009] [ 0.38119425 0.69808101 0.43894068 0.67027497 0.23689712 0.63562147 0.3473317 0.43616916 0.47684502 0.59812775] [ 0.45756956] [ 0.1019422 0.39761805 0.53512519 0.6040646 0.49436406 0.7435975 0.34490222 0.30938711 0.26448444 0.37484621] [ 0.10777104] [ 0.37784211 0.43672882 0.50953461 0.30894682 0.40851808 0.523277 0.45605003 0.45495815 0.36404486 0.60950587] [-0.8004529] [ 0.1713164 0.50215513 0.59789266 0.56915239 0.27324982 0.60869089 0.37701112 0.58012799 0.46423804 0.29741661] [-0.21810934] [ 0.50759127 0.58313813 0.39600204 0.56078711 0.34047729 0.64495996 0.48100313 0.69286934 0.52358792 0.36149919] [ 0.07360685] [ 0.11216938 0.53218889 0.5777868 0.58296347 0.3494217 0.72259281 0.43089435 0.47401167 0.47863602 0.47532291] [-0.41451388] [ 0.45351058 0.63087105 0.50262983 0.55313823 0.50731214 0.72624634 0.4502385 0.58063974 0.43613679 0.49963825] [ 0.51802325] [ 0.16348837 0.43429356 0.64120526 0.46978127 0.42230108 0.86066397 0.32124241 0.37754973 0.34088356 0.55043424] [-0.49242918] [ 0.62007185 0.69631159 0.42611328 0.51763518 0.27455663 0.56609731 0.43780994 0.40697809 0.59082341 0.58639378] [ 0.20241767] [ 0.35941699 0.66826863 0.44933317 0.73881243 0.44757699 0.64098396 0.43321185 0.5155276 0.58996603 0.79452129] [-0.0634308] [ 0.31881498 0.59156642 0.41027642 0.62434465 0.3021899 0.69680226 0.35847917 0.46289592 0.43532663 0.5684065 ] [-0.17439319] [ 0.59615329 0.5210807 0.58093294 0.50972063 0.37379674 0.4160359 0.52406067 0.59347224 0.5740901 0.30904238] [ 0.40960696] [ 0.38235114 0.60661751 0.45773416 0.61016498 0.4362994 0.460894 0.41809063 0.54996728 0.6159964 0.39673541] [ 0.48714403] [ 0.73651147 0.57647323 0.58168823 0.28244755 0.42045399 0.35700032 0.56890459 0.50316111 0.58775978 0.52211427] [-0.80028122] [ 0.83229918 0.46544532 0.58362424 0.27964179 0.45606067 0.44362308 0.4938683 0.50841151 0.46594437 0.60138046] [ 0.16393599] [ 0.72579888 0.53754796 0.58098283 0.30145614 0.31681566 0.22371948 0.54229681 0.65453833 0.57404012 0.29833172] [-0.22917066] [ 0.49266184 0.71963122 0.36487499 0.62447172 0.32916675 0.66862519 0.38030811 0.44771726 0.5561639 0.70802083] [ 0.15728849] [ 0.46717611 0.73716123 0.41632175 0.55803757 0.26827247 0.50137434 0.58676787 0.66399994 0.58988053 0.45116632] [ 0.01480633] [ 0.34358235 0.70969519 0.28981848 0.71250025 0.40552517 0.74017732 0.43931813 0.56663605 0.38224201 0.59888067] [-0.23941093] [ 0.36738133 0.42910381 0.6339379 0.27063423 0.40121455 0.55883611 0.46271499 0.44094415 0.40686947 0.35071698] [ 0.11834041] [ 0.17260287 0.49093682 0.62017822 0.42321061 0.40527922 0.68886568 0.43441772 0.43707696 0.42321229 0.40017665] [-0.05290584] [ 0.77623044 0.50254691 0.56574329 0.3808104 0.31227702 0.46449551 0.53180036 0.51315695 0.57582125 0.47678323] [ 0.90923426] [ 0.83938764 0.41995862 0.58860845 0.42299339 0.35675543 0.22325353 0.67607119 0.7310434 0.49672976 0.46982292] [ 0.06235164] [ 0.21117441 0.36026655 0.66821865 0.43533639 0.40435784 0.79847063 0.33421031 0.3976487 0.33677059 0.42305751] [ 1.42829354] [ 0.80230597 0.58352161 0.54113759 0.26944064 0.23525063 0.26253137 0.57013083 0.61017991 0.65096562 0.3287076 ] [ 0.14009153] [ 0.69240771 0.55373866 0.47857317 0.35587204 0.45107177 0.29080442 0.59675277 0.49178407 0.63377116 0.34333895] [ 0.68772155] [ 0.64534723 0.52426034 0.58895243 0.41370374 0.28324327 0.41100374 0.56842783 0.68467946 0.58834824 0.4010721 ] [-0.88227543] [ 0.41679732 0.73624462 0.26892772 0.57879638 0.22353921 0.45369257 0.43094734 0.53962019 0.5949072 0.43112547] [-0.10745739] [ 0.3328086 0.51204326 0.51892041 0.44188743 0.54022005 0.53000439 0.44969257 0.47192659 0.44251167 0.48053554] [-0.36477887] [ 0.63504622 0.64297428 0.44839349 0.55282571 0.3146976 0.49883072 0.48040117 0.62514391 0.58062125 0.55318204] [ 0.40995165] [ 0.20592815 0.64692419 0.55202383 0.5105945 0.35898488 0.82565634 0.37113966 0.37064196 0.45635717 0.62561815] [ 0.42576392] [ 0.7295583 0.58304963 0.52406553 0.33104794 0.34382368 0.28161803 0.54410894 0.47895065 0.61206444 0.34720658] [-0.54855994] [ 0.60309474 0.50525221 0.51382879 0.39813682 0.46856117 0.6261083 0.48941667 0.53555049 0.44009161 0.53399186] [ 0.40662716] [ 0.19655599 0.5739079 0.42923796 0.59553274 0.38968698 0.77829197 0.38250613 0.60125553 0.49894265 0.47347391] [ 0.56952702] [ 0.84114261 0.45667297 0.51491869 0.27758945 0.38014713 0.30253691 0.55003829 0.40291039 0.60598341 0.36528002] [-0.22622562] [ 0.42063501 0.72030991 0.31507541 0.7542601 0.28627247 0.58195206 0.36849946 0.4313614 0.49350963 0.60959479] [ 0.6279304] [ 0.49282113 0.76393779 0.41792268 0.48569949 0.35035384 0.46388079 0.64348866 0.64583938 0.73610082 0.42824371] [ 0.31463179] [ 0.5113064 0.70868332 0.43658071 0.50336697 0.38572979 0.67210191 0.49116447 0.52282511 0.55064944 0.59328274] [ 0.44790745] [ 0.55568232 0.66403426 0.51542477 0.45639128 0.28860313 0.37041451 0.56709459 0.75759325 0.53326951 0.4172396 ] [-0.39140129] [ 0.60564926 0.71953833 0.50435495 0.48695115 0.40706744 0.46572032 0.45787503 0.6482783 0.58746202 0.52585989] [ 0.09309553] [ 0.17139651 0.65984894 0.35992481 0.57632924 0.40712201 0.79940238 0.38230879 0.52549139 0.62875606 0.58068468] [-0.49458907] [ 0.42309081 0.75740956 0.34041124 0.58957168 0.40251491 0.55979217 0.33595973 0.46743333 0.57454449 0.59498413] [ 1.63192153] [ 0.75154541 0.56556328 0.53533994 0.36170704 0.22032191 0.23338066 0.57146873 0.69386158 0.63725924 0.25816061] [ 1.04226528] [ 0.40882694 0.73820658 0.43567995 0.50469178 0.20681951 0.42327029 0.47532218 0.65531847 0.5800584 0.41896325] [ 0.14122333] [ 0.21678519 0.38584441 0.68770425 0.44979355 0.52411966 0.73153498 0.36541007 0.35556219 0.4470967 0.41167029] [-0.70999341] [ 0.37686318 0.65302565 0.52362294 0.55147676 0.44056828 0.5386477 0.41886875 0.51847411 0.50622801 0.45322624] [ 0.36819] [ 0.60290445 0.66385525 0.53062359 0.34613349 0.40991013 0.53714889 0.54917743 0.58029695 0.6497308 0.54312591] [-0.06447934] [ 0.65844683 0.52468228 0.51091403 0.42641145 0.3733426 0.34774453 0.41833121 0.50658064 0.57158706 0.48387677] [ 0.87863995] [ 0.65545618 0.60180838 0.52682017 0.37355559 0.48080557 0.42860558 0.59727574 0.46227495 0.63621977 0.46417878] [ 0.67601831] [ 0.62723233 0.61968883 0.48808803 0.33516252 0.36800455 0.41121807 0.50946042 0.62115453 0.61078464 0.42481502] [ 1.33778883] [ 0.82839165 0.60185422 0.53743736 0.38843462 0.21635789 0.26181109 0.57671033 0.64219988 0.62911675 0.3389577 ] [-0.41153778] [ 0.71455185 0.59765744 0.51081521 0.49170478 0.36298816 0.57396495 0.40252981 0.43853135 0.58762732 0.59101777] [ 1.14480906] [ 0.70469672 0.71320745 0.41215133 0.52763457 0.23104408 0.23319689 0.53148771 0.59663622 0.70073763 0.39844702] [-0.03474775] [ 0.25983809 0.5507391 0.51807961 0.35921682 0.36492675 0.45287498 0.5346683 0.50162529 0.61594691 0.29872576] [ 0.43177822] [ 0.16413206 0.47616537 0.62833204 0.31474688 0.54996032 0.78591548 0.42985157 0.28327678 0.43611309 0.59254955] [ 0.05480589] [ 0.314014 0.45173137 0.48526691 0.65786245 0.37650222 0.63469211 0.38518052 0.40953896 0.37523343 0.39624049] [-0.11185234] [ 0.48343372 0.53765644 0.53861041 0.40366639 0.45000788 0.69169783 0.36234016 0.39378902 0.39854273 0.63432598] [-0.30800702] [ 0.32858642 0.23051497 0.72578423 0.21414265 0.57570275 0.60159586 0.42771273 0.3982448 0.35216662 0.33649951] [-0.07839622] [ 0.72896265 0.59283732 0.60501647 0.35755054 0.44736933 0.60848276 0.59354108 0.51448879 0.62772347 0.58151388] [ 0.35238233] [ 0.45498859 0.4770619 0.48757088 0.49524619 0.36108884 0.49151171 0.54214007 0.62253403 0.47994491 0.31136132] [ 0.07878363] [ 0.48241704 0.71038504 0.45029493 0.57370957 0.2489657 0.58186865 0.43444926 0.45090589 0.56246814 0.52022851] [-1.52720934] [ 0.68347732 0.30695362 0.72027785 0.08341314 0.58212014 0.40272589 0.62381527 0.51930945 0.49129139 0.36153798] [-0.47900345] [ 0.53304186 0.4832075 0.63457878 0.34975022 0.4469945 0.54101986 0.58665722 0.43563386 0.51021169 0.51820081] [-0.25165181] [ 0.49870132 0.59005715 0.32278503 0.53646624 0.26850037 0.5671645 0.38774259 0.46513538 0.53720246 0.42718276] [ 0.05140252] [ 0.12664236 0.57638642 0.44542848 0.61342864 0.39429271 0.70338627 0.37025105 0.57338772 0.41231976 0.46588393] [ 0.15497878] [ 0.1539993 0.47932688 0.59569461 0.45372562 0.48522819 0.67600368 0.38157106 0.29775625 0.3526313 0.45019754] [-0.35724351] [ 0.67321106 0.76956829 0.4608284 0.35363413 0.36620363 0.56893289 0.51805286 0.56465279 0.65530904 0.71312094] [ 0.37166077] [ 0.63945237 0.49962792 0.59211811 0.29155218 0.41909641 0.44412779 0.60543571 0.57130529 0.51300545 0.36823875] [ 0.49354605] [ 0.28847726 0.40995261 0.67466151 0.36508554 0.38490936 0.56839455 0.40039561 0.46253365 0.41663835 0.3576279 ] [ 0.12796533] [ 0.56850348 0.65789764 0.46768051 0.44963417 0.39009545 0.68728304 0.54049361 0.54505104 0.54097413 0.59261035] [-0.07417456] [ 0.78690476 0.59292209 0.51881112 0.41181923 0.34287614 0.41464483 0.49685174 0.37475869 0.6601648 0.44577728] [ 1.1033113] [ 0.67798851 0.66552986 0.44335086 0.47342964 0.22086989 0.29243751 0.57044019 0.61152776 0.71100777 0.31934501] [ 2.31113072] [ 0.5083612 0.66167271 0.5294534 0.44624717 0.35355336 0.51912354 0.41539129 0.61552938 0.71846659 0.51970814] [ 0.15650609] [ 0.21850976 0.37885143 0.50796771 0.41297866 0.50116913 0.661554 0.35201537 0.34537312 0.31758606 0.38556675] [ 0.46678975] [ 0.71327201 0.43047837 0.51948963 0.31335326 0.36973919 0.28282885 0.55927451 0.39258206 0.60241879 0.31807088] [-0.30200026] [ 0.37506944 0.40122681 0.56485348 0.61583503 0.60716606 0.6898825 0.45506256 0.43420253 0.43331283 0.41559608] [ 0.14812324] [ 0.19347732 0.64238324 0.35808932 0.50746118 0.36667175 0.73144131 0.30095171 0.57033087 0.47111033 0.50528931] [ 0.46596379] [ 0.28509088 0.56777618 0.424072 0.50467071 0.37156817 0.48335217 0.4622203 0.59272451 0.47416484 0.24430904] [-0.33455956] [ 0.2791865 0.19171606 0.75069133 0.34351319 0.53834429 0.59566009 0.50605134 0.41093673 0.31334673 0.35412982] [ 0.18387697] [ 0.69398285 0.54874412 0.56396879 0.50618256 0.30772024 0.4882819 0.41846577 0.43103784 0.62058575 0.5506249 ] [-0.31318361] [ 0.48005946 0.64053744 0.43700951 0.57219327 0.3762537 0.56183623 0.37626734 0.45762131 0.49895767 0.69471502] [ 0.27824078] [ 0.56034191 0.65597882 0.56444583 0.42005499 0.40002764 0.51113808 0.65034468 0.55883498 0.60748465 0.51505863] [ 1.61140712] [ 0.76397807 0.60415994 0.5929679 0.44338461 0.32582109 0.37306732 0.51846796 0.77911424 0.60376486 0.33103137] [-0.0450143] [ 0.16608452 0.44475288 0.47216925 0.67967847 0.42004836 0.74172425 0.3887134 0.48077966 0.42471483 0.36427336] [ 0.17781147] [ 0.32837364 0.55692081 0.46715358 0.55887412 0.31979342 0.67705812 0.42402248 0.5078924 0.43139413 0.51370962] Progress: 77.1% ... Training loss: 0.361 ... Validation loss: 0.518[-0.92717884] [ 0.79349383 0.54818331 0.51116989 0.48257808 0.28814079 0.32748652 0.46939036 0.47543744 0.62672248 0.48654645] [ 0.63572255] [ 0.4715331 0.66749747 0.4707353 0.65210262 0.36069283 0.61186113 0.3952986 0.52601459 0.56439411 0.53368271] [ 0.11256093] [ 0.12344319 0.39187219 0.6440644 0.29264717 0.54966556 0.67375382 0.41624636 0.36997115 0.37497182 0.43662958] [ 1.26707548] [ 0.79590275 0.43535617 0.68414764 0.35400193 0.49578448 0.35183397 0.489658 0.51695041 0.46603449 0.41109451] [-0.28506609] [ 0.41110754 0.67442294 0.41140282 0.52200438 0.49867808 0.63799913 0.34784206 0.41424884 0.49094302 0.65690135] [-0.58742639] [ 0.63205038 0.79393254 0.55582675 0.52004867 0.36482047 0.53580315 0.53421238 0.52146479 0.71752265 0.60152889] [ 0.58694302] [ 0.28492201 0.69163753 0.44632099 0.564516 0.35630443 0.66828787 0.38913384 0.6808989 0.58256524 0.43555488] [-0.38868184] [ 0.46354768 0.68729242 0.50136582 0.53791711 0.31720089 0.5086591 0.48080962 0.51218262 0.5812572 0.57738133] [-0.24080468] [ 0.3975232 0.51854209 0.48855246 0.34729526 0.40947442 0.67335744 0.51664664 0.56301117 0.39435928 0.44950709] [-0.15014168] [ 0.12398731 0.62253155 0.42181423 0.64544074 0.31649111 0.68836874 0.35914191 0.42343731 0.5167916 0.43116899] [-0.13256569] [ 0.25250496 0.65279801 0.54897069 0.37998897 0.32799761 0.61040128 0.50670624 0.57114849 0.61401514 0.37885849] [-0.2079746] [ 0.27274389 0.49923417 0.56938035 0.45770442 0.37010449 0.59789806 0.46971632 0.53062597 0.48973932 0.40622649] [ 0.94829666] [ 0.71319201 0.64198334 0.55014482 0.31475195 0.31383184 0.35210058 0.62574745 0.72077321 0.57698029 0.34403262] [-0.49592029] [ 0.74070185 0.66639033 0.48530212 0.3339169 0.33160041 0.39416801 0.52359823 0.42323944 0.64863207 0.52257872] [ 0.11688913] [ 0.50883431 0.39444337 0.65810092 0.24518005 0.52799401 0.48348857 0.47323598 0.47124955 0.52123226 0.42555449] [-0.82987671] [ 0.43580644 0.70217202 0.36727859 0.59878929 0.39961933 0.53860105 0.3376203 0.49090764 0.55163292 0.54835981] [-0.78647728] [ 0.30060665 0.69566098 0.44186826 0.47788584 0.28806659 0.59737213 0.43721587 0.46348184 0.58816739 0.53799468] [-0.08912657] [ 0.19666492 0.55356503 0.53750639 0.486625 0.42887585 0.72578701 0.33620194 0.43649924 0.44459278 0.49981049] [ 1.71967641] [ 0.77073713 0.63139205 0.51852657 0.44718162 0.21637512 0.20226249 0.54103943 0.66237625 0.63043271 0.36966615] [ 0.30494292] [ 0.7006703 0.6567355 0.59713545 0.4175562 0.37125685 0.41436907 0.55034016 0.72992041 0.59529447 0.42568939] [ 0.07798813] [ 0.3912298 0.68244378 0.44791186 0.63347247 0.29496154 0.64892205 0.35796367 0.35801745 0.51261298 0.61959413] [-0.66682292] [ 0.54819431 0.25126707 0.58035696 0.49479653 0.44781189 0.52358398 0.4115112 0.57522304 0.33781709 0.29907909] [-0.64653377] [ 0.74679108 0.69184036 0.53627538 0.36701543 0.3147706 0.54136735 0.55944826 0.62807363 0.60066448 0.48189686] [ 0.45823661] [ 0.21365825 0.56661658 0.46341154 0.54719079 0.3660023 0.60464246 0.27074747 0.49675611 0.49073293 0.35448003] [ 0.68272992] [ 0.32878348 0.64843693 0.47143188 0.37754632 0.38533932 0.56684673 0.37507281 0.5616787 0.60795026 0.45805986] [ 0.3585179] [ 0.521708 0.78839572 0.38283345 0.57609738 0.24254111 0.31293668 0.41683307 0.65141866 0.62109298 0.51111611] [ 0.40509206] [ 0.68808215 0.55816806 0.53166469 0.37516047 0.40101877 0.44812876 0.45882535 0.47043081 0.59789348 0.52544611] [-0.44650906] [ 0.20546315 0.36581007 0.73847402 0.38882578 0.40969183 0.59381481 0.38561928 0.40474423 0.4746421 0.29152969] [ 0.05614894] [ 0.1700745 0.43644185 0.62273382 0.45471862 0.4347588 0.75440312 0.35482456 0.36161864 0.39751451 0.4975303 ] [-0.02700365] [ 0.3730976 0.67654945 0.43648993 0.55570533 0.37784637 0.56887482 0.43471281 0.65741799 0.59987984 0.58062509] [ 1.52246491] [ 0.57681405 0.63710886 0.51303554 0.39280511 0.31520029 0.49439831 0.50200431 0.52344543 0.49719401 0.4127308 ] [-0.33727596] [ 0.45685009 0.79803364 0.37175973 0.56245275 0.37741267 0.6738577 0.4445909 0.41884824 0.58399247 0.73883246] [-0.94672885] [ 0.48309639 0.69507815 0.41629982 0.58366158 0.28080447 0.5420253 0.36973765 0.49700761 0.54047177 0.53472013] [-0.19055281] [ 0.37190671 0.54512047 0.58671197 0.40654483 0.48437509 0.54159224 0.46099737 0.50264255 0.50606082 0.61339269] [ 0.076385] [ 0.42762712 0.45772693 0.52611159 0.34595788 0.47826693 0.46782379 0.62903683 0.57531877 0.51729113 0.32552442] [-0.56309865] [ 0.62501476 0.42957854 0.61720746 0.31090998 0.52153624 0.38916892 0.53489478 0.55588293 0.37727832 0.50111186] [-0.16916316] [ 0.34316084 0.46569157 0.5724343 0.35006497 0.56334425 0.69295226 0.47814798 0.33436517 0.54431408 0.6036475 ] [ 0.69334597] [ 0.66959298 0.72125157 0.50985157 0.37035531 0.34424895 0.53085862 0.50022858 0.42052037 0.70928472 0.60704362] [-0.5809321] [ 0.64143009 0.36506468 0.65342997 0.24667281 0.43433365 0.61356548 0.54734767 0.58013755 0.33161698 0.40106191] [-0.16046397] [ 0.18890117 0.54142807 0.42271317 0.4042523 0.39819422 0.63198317 0.47039425 0.43200285 0.45527831 0.46148166] [-0.35351529] [ 0.34228542 0.65316259 0.50215769 0.54943597 0.33159241 0.55385581 0.47780201 0.60746855 0.44747183 0.45664339] [ 0.2846324] [ 0.58441753 0.73939483 0.42045944 0.45886105 0.23127774 0.36485439 0.56119172 0.67785458 0.66572751 0.41310087] [-0.31249847] [ 0.24790742 0.28377978 0.54908663 0.35667336 0.49519254 0.56707599 0.46945247 0.37965216 0.34789696 0.47979401] [ 1.74390423] [ 0.66797187 0.70110113 0.49474934 0.33201915 0.22836711 0.35586573 0.4990933 0.50839536 0.55963563 0.4189647 ] [ 1.48454492] [ 0.76932355 0.57276185 0.56476151 0.25034593 0.25975108 0.28432994 0.6478292 0.77618605 0.60349142 0.2457898 ] [-0.80894464] [ 0.35037285 0.36336385 0.52212665 0.56475614 0.47449772 0.56775831 0.37741672 0.56094652 0.44931443 0.43830938] [-0.04246732] [ 0.39996789 0.86556107 0.28024222 0.6854439 0.49550985 0.74127557 0.44415066 0.54995067 0.55793975 0.81001893] [-0.55317751] [ 0.2390479 0.5376571 0.35812698 0.54871185 0.39487985 0.68702837 0.34651495 0.68505509 0.38045953 0.4087452 ] [ 0.06370443] [ 0.61884601 0.70500154 0.39773025 0.36763796 0.31824474 0.58852925 0.49389677 0.41114049 0.57262889 0.61377258] [-0.38644961] [ 0.69858819 0.59999465 0.63150415 0.37579874 0.41552288 0.4101542 0.60368459 0.48381613 0.57659672 0.43727501] [-0.52575915] [ 0.50998096 0.55797096 0.47417487 0.51167453 0.42155035 0.66072742 0.46800404 0.59734664 0.58538435 0.55760472] [-0.75974343] [ 0.4712835 0.72826088 0.42857173 0.67616585 0.4765844 0.6197711 0.35430105 0.55188834 0.56337999 0.55802752] [-0.67838139] [ 0.53757507 0.51763708 0.62383961 0.33364046 0.3976656 0.50839162 0.47698323 0.52163565 0.61216629 0.43930003] [ 0.42627007] [ 0.41067756 0.56613728 0.48145402 0.37001731 0.33142286 0.35149956 0.55688596 0.71087658 0.53805202 0.33338222] [-0.4146912] [ 0.4862452 0.59259775 0.47242979 0.48363262 0.36120616 0.41724665 0.45062907 0.52846055 0.59461626 0.58714166] [-0.74749691] [ 0.33378102 0.76541393 0.35316964 0.58856363 0.37767179 0.57988802 0.38997408 0.61367211 0.49350215 0.59985134] [ 0.8717639] [ 0.64955278 0.69045717 0.35815124 0.51591988 0.29687163 0.36814581 0.54249958 0.42763465 0.60111154 0.71479719] [-0.55236684] [ 0.5446271 0.52792328 0.54118824 0.3362406 0.49849631 0.43247772 0.50309644 0.5142864 0.5762061 0.42658789] [-0.83637972] [ 0.39311721 0.67945061 0.37019985 0.63550305 0.28804599 0.60017337 0.45857202 0.53268237 0.60322835 0.49358831] [ 0.25377755] [ 0.71911679 0.69561422 0.54889052 0.45847681 0.39662349 0.59199093 0.59901377 0.5866001 0.61708693 0.61880356] [-0.08575599] [ 0.09952371 0.59082339 0.48827084 0.69142657 0.32227113 0.66200972 0.39894578 0.52048471 0.50764505 0.46634406] [-0.30743896] [ 0.66918647 0.69076815 0.39191191 0.37446089 0.27261028 0.47918509 0.49976775 0.45685384 0.60237474 0.49665226] [ 0.25835846] [ 0.13750516 0.46130141 0.65193016 0.44628547 0.4555376 0.66583091 0.40463161 0.45592082 0.5033134 0.43042547] [ 0.29705309] [ 0.15732524 0.45579739 0.53511104 0.52371332 0.47121568 0.75186334 0.35758302 0.34951848 0.51113214 0.53845159] [-0.49854894] [ 0.63270488 0.58861979 0.48273973 0.37045257 0.39055358 0.43151415 0.500322 0.56832229 0.61244103 0.48699938] [ 0.81693353] [ 0.67686628 0.63428212 0.47392493 0.35214756 0.30416686 0.25693012 0.55190778 0.65164996 0.65989729 0.30203141] [-0.95770998] [ 0.45451163 0.71021197 0.33594323 0.61891255 0.22785319 0.51601317 0.44423499 0.53344984 0.59707158 0.49819996] [-0.17276287] [ 0.35780799 0.66133249 0.3595725 0.49666206 0.31504122 0.61352051 0.39010591 0.53880494 0.52464543 0.54573478] [-0.1004202] [ 0.42514919 0.32896413 0.63767364 0.35974343 0.53455504 0.44245266 0.59687891 0.35037373 0.45567159 0.31629925] [ 0.26501611] [ 0.19953528 0.32962991 0.58834886 0.39926132 0.62038659 0.63982218 0.49887119 0.26034546 0.40794833 0.69424298] [ 1.33545618] [ 0.3797847 0.55154106 0.40480997 0.59606349 0.29877303 0.49499546 0.42299621 0.59058531 0.52772696 0.34576835] [ 0.37243894] [ 0.61547804 0.33736526 0.67474594 0.26448387 0.45004738 0.51725824 0.57069491 0.53099747 0.32865373 0.3594579 ] [-0.29173878] [ 0.20149269 0.65100331 0.47366824 0.64239533 0.4011726 0.74094236 0.46304873 0.53627125 0.4936549 0.51726666] [-0.0582587] [ 0.2359763 0.60418547 0.60069792 0.40088568 0.44085164 0.74330947 0.38124992 0.41045408 0.53790908 0.53357655] [-0.4349402] [ 0.26546408 0.3646018 0.61722774 0.27357224 0.5992284 0.51593073 0.47971894 0.29414787 0.4711117 0.32427764] [-0.46075317] [ 0.28459383 0.47103249 0.49333916 0.41597678 0.42985916 0.55635426 0.45958828 0.63024998 0.58114977 0.32523532] [-0.5680399] [ 0.37093783 0.70634541 0.47622768 0.45785531 0.30849669 0.50228694 0.54298818 0.65754542 0.60047207 0.39644296] [ 0.23741764] [ 0.59949792 0.54393944 0.43239193 0.51187882 0.29051264 0.46448398 0.50345843 0.59836669 0.56518787 0.33933674] [ 0.17561172] [ 0.33504784 0.3028399 0.71520902 0.26980595 0.59879262 0.54261834 0.3709962 0.43600894 0.43775665 0.3515169 ] [-0.27033034] [ 0.38870671 0.54490712 0.44685465 0.500053 0.49209631 0.66754258 0.52759287 0.57750356 0.39662644 0.55759691] [-0.84190864] [ 0.35446559 0.70791437 0.45899828 0.66592288 0.38721829 0.56399354 0.43176199 0.54708188 0.57941157 0.43922488] [-0.30190476] [ 0.37490639 0.57800961 0.496602 0.54939195 0.43563722 0.67026916 0.43059341 0.44090077 0.50417231 0.60006003] [ 0.11140512] [ 0.62936239 0.48790411 0.59464305 0.35703038 0.27687263 0.27112983 0.58356332 0.76762914 0.51490177 0.20114188] [-0.15609434] [ 0.09190712 0.48708444 0.51628938 0.63504951 0.35232276 0.70552131 0.41894011 0.48264279 0.41638613 0.32924482] [-0.38142009] [ 0.58878142 0.67515103 0.36561811 0.4829845 0.3221818 0.45620776 0.42521281 0.50494155 0.57990165 0.43426088] [-0.39912185] [ 0.33779974 0.35282018 0.69104271 0.40645249 0.4655607 0.77336776 0.46044148 0.41933464 0.42939349 0.43288045] [-0.50433838] [ 0.76906652 0.44613178 0.57067456 0.41270447 0.3623443 0.36727517 0.51437973 0.45168682 0.61233154 0.38468077] [ 0.0642613] [ 0.5601619 0.64152308 0.45658306 0.56772884 0.21803997 0.36759473 0.51213669 0.62504596 0.58341332 0.4106637 ] [ 0.29963418] [ 0.12194333 0.36706374 0.55504958 0.53188601 0.49428396 0.70989057 0.36193357 0.37575575 0.36816115 0.52416395] [-0.25781915] [ 0.55597303 0.61315173 0.52403044 0.38993821 0.32503544 0.55472818 0.56065678 0.69343799 0.5567364 0.4082327 ] [ 0.0915154] [ 0.59681219 0.61348542 0.60703322 0.44520675 0.50220488 0.57337222 0.64344188 0.46824615 0.56033991 0.56664437] [-0.74376267] [ 0.71599059 0.59626246 0.49663917 0.43250424 0.24613411 0.32162236 0.53285077 0.63339539 0.57095856 0.44905449] [-0.22260007] [ 0.50613933 0.62330113 0.47102048 0.6225014 0.22529396 0.39325174 0.47111574 0.47072596 0.59272031 0.41698577] [-0.39324009] [ 0.39619297 0.33859357 0.68273683 0.35926637 0.37069343 0.55457899 0.47434092 0.52269334 0.43994388 0.35511861] [ 0.34099326] [ 0.49196525 0.46758346 0.50139244 0.49800705 0.47698005 0.43751708 0.39480896 0.42479749 0.53271767 0.45130089] [ 1.270677] [ 0.81349178 0.57832102 0.66151041 0.2609495 0.35744238 0.31961992 0.67326513 0.7077895 0.60095397 0.32870896] [-0.15317676] [ 0.84040753 0.52908314 0.59154744 0.17371402 0.30434762 0.19681717 0.62763944 0.68187213 0.65220078 0.30379959] [ 1.12037369] [ 0.58026582 0.72659126 0.3908801 0.51790234 0.25745348 0.21605823 0.4914131 0.68998625 0.69502342 0.366022 ] [-0.7446257] [ 0.59750273 0.53977464 0.49632835 0.33394985 0.41575233 0.55597407 0.49331865 0.45512253 0.42262066 0.43089113] [-1.14811325] [ 0.628801 0.27470309 0.7629573 0.2202499 0.525304 0.43732506 0.55782671 0.59370344 0.43897566 0.30781077] [-0.04076609] [ 0.62316315 0.46530666 0.55215907 0.5056896 0.34250995 0.5773698 0.53604989 0.67745072 0.50640586 0.4273248 ] [-0.88229594] [ 0.62854054 0.31878486 0.73609102 0.26612896 0.56522583 0.49196718 0.49942001 0.4235564 0.46381642 0.5610403 ] [ 0.04805087] [ 0.18407531 0.64425706 0.51188396 0.56639677 0.44034562 0.62277242 0.32232447 0.44184092 0.53562384 0.57804289] [-0.35153646] [ 0.57048021 0.36192142 0.68864376 0.27031653 0.44670059 0.32996553 0.5547201 0.49213502 0.4835318 0.34094802] [-1.4830198] [ 0.40857255 0.3652999 0.64300154 0.43609891 0.31452171 0.47409416 0.51511004 0.6420226 0.43343168 0.19526688] [-0.26491874] [ 0.46591038 0.70960579 0.3764887 0.57583779 0.37269182 0.4359109 0.58370619 0.65081506 0.51446976 0.4588724 ] [ 0.02124834] [ 0.59958599 0.56765219 0.51075917 0.36948879 0.34569573 0.34001446 0.56008477 0.63230997 0.62091237 0.36771483] [-0.37193719] [ 0.60922246 0.63533435 0.44378609 0.51861909 0.27741503 0.44337236 0.53109824 0.49958201 0.58700897 0.48709641] [-0.25936033] [ 0.23270666 0.32314692 0.7342775 0.32022674 0.46756221 0.73099011 0.4295234 0.46839254 0.47739393 0.45093301] [-0.40549785] [ 0.32810259 0.54642328 0.57156982 0.43382675 0.41708321 0.66809749 0.51449744 0.52093094 0.42071677 0.45063249] [-1.62744569] [ 0.7140274 0.6382822 0.51371982 0.50963688 0.16772903 0.24478822 0.49531043 0.64807585 0.64924256 0.27685772] [-0.31787936] [ 0.26321743 0.56427003 0.50386997 0.45033865 0.45897384 0.75994979 0.4526849 0.59097195 0.47781628 0.64663056] [-1.56175687] [ 0.61098377 0.72216392 0.40955073 0.61035899 0.24343484 0.34940777 0.51785988 0.53989163 0.65074038 0.52425727] [ 1.33441904] [ 0.53496621 0.6530644 0.3909494 0.41117244 0.29807772 0.24719367 0.56688822 0.6386719 0.70668783 0.27152397] [ 0.00121684] [ 0.2880384 0.77857463 0.33293972 0.74911535 0.32528968 0.66865861 0.45485599 0.54818203 0.53920457 0.65948353] [-0.38131485] [ 0.30729418 0.56904309 0.64429085 0.38075021 0.46882034 0.61336189 0.38948761 0.45597608 0.58006634 0.51826134] [ 0.13179942] [ 0.42763183 0.67380335 0.45418647 0.64314451 0.3750969 0.55813186 0.41791026 0.63703206 0.59954749 0.49792723] [ 0.22827892] [ 0.71782511 0.22844475 0.77898241 0.15478463 0.36184426 0.42202865 0.57619815 0.64276717 0.46554635 0.21419146] [-0.20276189] [ 0.36277389 0.29625625 0.70275438 0.30690112 0.5382152 0.5508627 0.44280225 0.39995921 0.34423679 0.44107497] [-0.32454855] [ 0.3781852 0.54875505 0.53496278 0.56592872 0.34740814 0.69943239 0.43720423 0.44516275 0.50182905 0.60425988] [-0.2749243] [ 0.33610628 0.29049309 0.70084574 0.26291883 0.54195051 0.71766685 0.39973372 0.39908826 0.39521337 0.43296688] [-0.48073052] [ 0.43003782 0.71816104 0.44239914 0.55989399 0.4235806 0.72154591 0.54861104 0.42881521 0.65223272 0.6654388 ] [-0.34947345] [ 0.36542327 0.48972497 0.37395208 0.51815076 0.30923263 0.64398336 0.38881975 0.53557341 0.41310222 0.45731896] [-0.15932709] [ 0.22295116 0.62654485 0.46046688 0.54146295 0.38569511 0.79968859 0.34929341 0.57363468 0.50733976 0.56972882] [ 0.18657212] [ 0.10996768 0.55787236 0.465044 0.66202018 0.32929871 0.67333707 0.29547095 0.34789044 0.44765124 0.3795931 ] [-0.35541015] [ 0.36834043 0.57781255 0.47808425 0.45132904 0.52412817 0.64715916 0.40927874 0.47696973 0.40235667 0.55294247] [-0.34878203] [ 0.42764929 0.54802553 0.40471181 0.37613583 0.38925313 0.62252347 0.39152185 0.5258848 0.55943361 0.39798371] [-0.77117297] [ 0.65114461 0.67753549 0.54372906 0.51966883 0.44621349 0.48284362 0.42469409 0.58284733 0.63302409 0.46995721] Progress: 77.4% ... Training loss: 0.301 ... Validation loss: 0.461[-0.54510153] [ 0.37178432 0.49701711 0.46287385 0.57913353 0.34303143 0.58283059 0.49839584 0.56164834 0.44039434 0.32963302] [-0.25385319] [ 0.71315843 0.47178111 0.66771288 0.31283402 0.58100198 0.51945371 0.50371909 0.50608363 0.43191614 0.57042024] [-0.59404455] [ 0.30603747 0.53917935 0.45074412 0.56826947 0.39072713 0.63205322 0.47143278 0.67013334 0.55608094 0.59000371] [ 0.33909741] [ 0.38039895 0.68836493 0.34011176 0.57324883 0.33230474 0.43558517 0.47879521 0.74349209 0.69943644 0.39137874] [-0.73387083] [ 0.42180952 0.71090357 0.3481986 0.51460764 0.39892582 0.68531325 0.53788859 0.58976635 0.53289433 0.48825352] [-0.2026165] [ 0.28563999 0.64939156 0.52712831 0.51088482 0.40559486 0.66860424 0.39352999 0.33908276 0.50460617 0.48848594] [ 0.18859776] [ 0.15603026 0.63117743 0.49000772 0.47887108 0.51313721 0.57504999 0.3674831 0.3012227 0.38284444 0.5785216 ] [-1.17373235] [ 0.35216969 0.5807694 0.46726177 0.37660935 0.31088289 0.38343443 0.49054425 0.66147861 0.50577695 0.5215792 ] [ 0.90578316] [ 0.79122492 0.54714035 0.59890213 0.30258584 0.37002829 0.3361173 0.54613918 0.4555195 0.58548411 0.48922245] [ 0.62368387] [ 0.4011197 0.61932602 0.42548392 0.54640372 0.2695289 0.54292446 0.43484032 0.61106749 0.48799935 0.46298992] [-0.06841219] [ 0.34757972 0.41253305 0.56602693 0.31134688 0.46460053 0.696511 0.41334369 0.49871146 0.43077832 0.47399317] [ 0.42568351] [ 0.51496431 0.64201568 0.41056973 0.50321841 0.24966343 0.25476342 0.52493207 0.60201708 0.62709496 0.3798207 ] [-0.1973861] [ 0.30329919 0.36792584 0.57153451 0.44885688 0.47936931 0.48046247 0.43636912 0.39531633 0.44415228 0.31656981] [ 0.15342036] [ 0.14666028 0.52701038 0.59823547 0.48405808 0.4613476 0.77306958 0.35477927 0.46667422 0.42383856 0.54170248] [ 0.59627871] [ 0.44783268 0.66792338 0.4790723 0.56556682 0.43648252 0.57860457 0.39613172 0.47002384 0.63293197 0.49507631] [-0.29082072] [ 0.76557592 0.51852654 0.60101828 0.40342588 0.28320275 0.30082315 0.59357926 0.70050335 0.53529695 0.27551494] [-0.1763789] [ 0.34031541 0.52218075 0.46258054 0.41475539 0.46121245 0.5564233 0.40406053 0.48276648 0.5812959 0.37410985] [ 0.31191865] [ 0.75890324 0.74284071 0.43430905 0.39959313 0.18555978 0.39593343 0.51381951 0.68292459 0.72044539 0.47340733] [-0.02118286] [ 0.20409794 0.44458703 0.6044902 0.51154394 0.38573651 0.69981735 0.35979064 0.41507419 0.40845626 0.49926037] [-0.07341022] [ 0.36972267 0.31664087 0.61454333 0.22571783 0.52756841 0.52777443 0.43089564 0.35661771 0.39917684 0.30914707] [-0.66844684] [ 0.36881402 0.70994027 0.40293982 0.53701815 0.31193394 0.58117909 0.40493085 0.46324714 0.63596546 0.56801875] [-0.86524549] [ 0.48206471 0.73112024 0.4108923 0.51177255 0.26388113 0.45081637 0.46303754 0.6187605 0.66282897 0.49607915] [-0.07813168] [ 0.46287919 0.6841003 0.4653419 0.59048347 0.24268501 0.45128886 0.46396945 0.52059433 0.56135843 0.51095988] [-0.84034451] [ 0.6095654 0.61612552 0.53125275 0.63246622 0.38175153 0.6603508 0.37423271 0.56626663 0.49826029 0.53664681] [-1.11519144] [ 0.45369014 0.64905851 0.49429084 0.59695632 0.42559306 0.51726844 0.43874049 0.6128732 0.46806325 0.37099054] [-0.43587829] [ 0.69767772 0.49329836 0.49867489 0.34447562 0.39522396 0.33251452 0.52155749 0.42935995 0.52770465 0.34257467] [ 0.04104905] [ 0.32199964 0.47578822 0.614825 0.4176719 0.49191518 0.75037493 0.51687905 0.46609248 0.35435615 0.54667279] [-0.49776392] [ 0.38480537 0.51013634 0.62674307 0.26355046 0.30154019 0.35988811 0.47389628 0.57879656 0.56898993 0.23562253] [ 0.07820417] [ 0.24124803 0.62528653 0.36281257 0.62424854 0.44396858 0.66192415 0.34954444 0.44885786 0.43642063 0.50804442] [-0.48577137] [ 0.25633194 0.58840177 0.33444432 0.61520082 0.33881502 0.6648438 0.38500364 0.58160877 0.42417623 0.33141533] [ 0.86915527] [ 0.44301449 0.71264601 0.48285003 0.47862739 0.42744062 0.54412616 0.50295813 0.50364828 0.57924227 0.56664965] [ 0.28403166] [ 0.20266581 0.65649112 0.38561164 0.58679456 0.53212572 0.77447462 0.36052737 0.51209535 0.43235575 0.51664188] [-0.17341127] [ 0.65875842 0.49437813 0.60914209 0.44831414 0.37024778 0.27372631 0.52327265 0.66652809 0.56213425 0.22871142] [ 0.06145252] [ 0.48664218 0.6165322 0.48517666 0.44860489 0.37372561 0.42011516 0.50488711 0.60504854 0.53385253 0.45744045] [ 0.14466529] [ 0.33523947 0.43772443 0.62799705 0.3178607 0.44876748 0.64014822 0.41378728 0.49115131 0.42841743 0.47332102] [ 0.43176457] [ 0.10657116 0.37755001 0.59468985 0.47325665 0.50098297 0.81132577 0.36091075 0.37269081 0.32475257 0.45129057] [-0.71936488] [ 0.79119663 0.56001129 0.56834943 0.36886057 0.30727664 0.38163723 0.52921883 0.50994144 0.68645293 0.48546974] [-0.01299282] [ 0.30830333 0.77175111 0.31553303 0.68511466 0.22922071 0.67172142 0.34689937 0.62244669 0.58030035 0.6410337 ] [-0.20789121] [ 0.57291721 0.60987806 0.37243183 0.52611938 0.24267139 0.58630193 0.37807593 0.51218967 0.53001291 0.46228031] [-0.38852811] [ 0.51074281 0.6384544 0.43042269 0.48127712 0.31632619 0.38815434 0.47339558 0.5205138 0.635189 0.40745192] [ 0.02003551] [ 0.56763796 0.61802295 0.41146995 0.43901903 0.40703396 0.56502308 0.42882291 0.43278197 0.50677273 0.54009457] [-1.23854597] [ 0.4131895 0.48838702 0.50824313 0.2451179 0.35031367 0.3609368 0.50940907 0.62399465 0.5043083 0.499829 ] [-0.13535478] [ 0.21298485 0.53375421 0.59080256 0.40362954 0.50469558 0.5275155 0.34618264 0.3981977 0.48780904 0.45629475] [-0.45809687] [ 0.36595509 0.60339554 0.48555632 0.23449561 0.27883475 0.49564245 0.4599914 0.64231802 0.55579759 0.34767704] [-0.06581514] [ 0.33242781 0.23787693 0.68249824 0.45391035 0.47399755 0.62411162 0.45127562 0.39409978 0.3314656 0.56839056] [-0.11970621] [ 0.48870495 0.71056827 0.52517164 0.58885703 0.33457726 0.63193155 0.43311665 0.44672081 0.54309456 0.53452591] [ 0.36523742] [ 0.21311043 0.33929098 0.68123203 0.42045745 0.50154877 0.76817632 0.37837172 0.34128428 0.32147487 0.58414976] [-0.35563742] [ 0.53752354 0.60979878 0.53773613 0.26134927 0.48677877 0.63066576 0.41321872 0.54328527 0.48559005 0.49554931] [ 0.44931707] [ 0.19512141 0.32938772 0.58666343 0.40144433 0.62418081 0.6476635 0.49535461 0.25444706 0.40417289 0.69948564] [ 0.16339272] [ 0.509688 0.44515342 0.56579663 0.49686824 0.45153343 0.47684411 0.51339591 0.44572749 0.4686158 0.48540143] [-0.23947094] [ 0.41293106 0.69952598 0.38146403 0.6264799 0.46958886 0.5907274 0.49407841 0.56648441 0.51805321 0.60459974] [ 0.27613888] [ 0.22723463 0.54698949 0.63096022 0.37337886 0.48350996 0.66690824 0.41888188 0.51778889 0.58293608 0.53077023] [-0.74113538] [ 0.62265156 0.62850855 0.52299822 0.45374604 0.32936967 0.38788204 0.60937555 0.51831393 0.64993828 0.49796275] [-0.61789985] [ 0.39956874 0.60265494 0.55342497 0.31137 0.40066624 0.44289629 0.48691962 0.67630909 0.60788853 0.36547091] [-0.01462365] [ 0.32738541 0.63946657 0.47234231 0.59489571 0.28184232 0.64384076 0.39987227 0.40744562 0.54463314 0.59336001] [ 0.06307779] [ 0.69807228 0.41442777 0.5978455 0.31351689 0.48452493 0.32329808 0.55446916 0.51424419 0.46886346 0.39967242] [-0.34392509] [ 0.33154055 0.65873625 0.41268627 0.63917166 0.29719377 0.76498312 0.42220302 0.59784953 0.55291368 0.58272783] [-1.05891707] [ 0.39546823 0.359127 0.72236405 0.35025634 0.28535443 0.43354201 0.47806925 0.60338022 0.46657669 0.19992234] [ 0.16131699] [ 0.34582323 0.54342106 0.33903161 0.48381481 0.39647274 0.7702976 0.36306335 0.63235801 0.50695185 0.47674044] [ 0.01441838] [ 0.38722845 0.71519797 0.46383741 0.43264296 0.34846738 0.57135759 0.5273109 0.67397748 0.53278138 0.5325477 ] [-0.25077994] [ 0.31409668 0.49153499 0.59750762 0.4391578 0.39410353 0.53265367 0.4512866 0.50454569 0.51235551 0.41717653] [ 0.28873632] [ 0.59415943 0.75071551 0.40276675 0.50391197 0.19185619 0.2858063 0.45113961 0.57263105 0.69008498 0.36510804] [-0.01585496] [ 0.25910567 0.36374682 0.68246589 0.41010089 0.47815039 0.7983749 0.43479905 0.3987816 0.41619736 0.44138071] [-0.01256924] [ 0.47629162 0.67036683 0.57347768 0.48299392 0.39787314 0.63475051 0.44624092 0.39880202 0.50323099 0.53016978] [ 0.05305115] [ 0.3977142 0.6655011 0.38176175 0.52039057 0.36104551 0.53996567 0.6010841 0.72943092 0.53385317 0.32573864] [-0.71226783] [ 0.47804592 0.68596505 0.56422974 0.47714052 0.48499668 0.63840411 0.56256192 0.44728084 0.60311666 0.55519107] [-0.29557261] [ 0.56767441 0.69549928 0.44111383 0.51475276 0.3120872 0.65589732 0.43480476 0.38180061 0.56120647 0.67320568] [-0.14240758] [ 0.21806609 0.44104352 0.63874137 0.3735932 0.37383607 0.61672914 0.43397568 0.54287108 0.45368745 0.37943324] [ 0.04172454] [ 0.17767438 0.52702079 0.3963071 0.70729317 0.43591566 0.68595664 0.38295442 0.47547916 0.45272874 0.39784164] [-0.16358617] [ 0.30018113 0.44945331 0.44638376 0.49820538 0.48598123 0.77447496 0.38771361 0.63517624 0.48402483 0.43327033] [-0.07266204] [ 0.53908524 0.67284039 0.40755621 0.45583024 0.35307486 0.46152106 0.42559617 0.51811277 0.57631781 0.54201062] [-0.47429899] [ 0.49375272 0.41222865 0.5082807 0.45705787 0.35585951 0.52458484 0.4566278 0.47514305 0.49205611 0.4289424 ] [-1.42732535] [ 0.83318243 0.65619624 0.5402445 0.30556931 0.22580099 0.28044879 0.5633108 0.55857109 0.67850339 0.41710487] [ 0.09059389] [ 0.32881165 0.83831985 0.36163923 0.72008786 0.42863207 0.68510981 0.37714751 0.47698371 0.54322094 0.70725974] [-0.01383743] [ 0.3563312 0.44314206 0.6259172 0.39429644 0.38417612 0.51353148 0.45455629 0.43996451 0.56021591 0.27144876] [-0.16268186] [ 0.33524598 0.12109145 0.80739511 0.24682318 0.51134139 0.64682074 0.45234529 0.39965654 0.33173146 0.24383428] [-0.4356974] [ 0.64956427 0.59246179 0.53987309 0.28174357 0.45584046 0.44315785 0.48779673 0.51043423 0.49255964 0.60202667] [ 0.20947345] [ 0.1147878 0.62308884 0.410514 0.5245088 0.40904966 0.70912542 0.3152048 0.43320809 0.47608286 0.56508845] [-0.28789573] [ 0.27235068 0.42634904 0.51236451 0.47226245 0.37787086 0.58047096 0.47654993 0.5485909 0.37250714 0.32269161] [-0.70940081] [ 0.56377682 0.66482008 0.46359437 0.59151379 0.30678888 0.49031186 0.45853415 0.69080749 0.61810148 0.57905344] [-0.1544109] [ 0.74085159 0.50986114 0.5516742 0.35807842 0.4151674 0.37816562 0.47751233 0.44936675 0.61001737 0.39479248] [-0.16507254] [ 0.39472817 0.71791679 0.45137042 0.55729953 0.24255125 0.53881552 0.36711461 0.4280599 0.50533034 0.50565357] [ 0.2106859] [ 0.18804738 0.44466102 0.55372983 0.46936998 0.5203146 0.66866412 0.366965 0.36615352 0.46621954 0.44026331] [-0.19283739] [ 0.41351707 0.53452484 0.43964525 0.59046663 0.37276481 0.41359768 0.46255323 0.47983684 0.54278883 0.45868465] [-0.29474768] [ 0.28755891 0.68415113 0.44776738 0.55950255 0.31685916 0.62462221 0.44373337 0.48740267 0.5456566 0.5154166 ] [ 1.17237629] [ 0.59416714 0.59245748 0.57842401 0.42367797 0.36600403 0.54164591 0.49577632 0.58780647 0.57750434 0.48361723] [ 0.33343603] [ 0.2415612 0.62964933 0.52963681 0.56427725 0.56673435 0.72776085 0.40601301 0.51306919 0.37706495 0.63755933] [-0.23431256] [ 0.18083646 0.56751961 0.50363405 0.43884591 0.40559129 0.69323567 0.36442338 0.47308321 0.39397837 0.41675272] [ 0.9559214] [ 0.82455978 0.55806708 0.65227294 0.24221409 0.42707149 0.4114299 0.63962262 0.50698211 0.53828046 0.43867957] [ 0.56558856] [ 0.68841988 0.63179168 0.59135116 0.41363362 0.35242569 0.56102147 0.54255917 0.50364294 0.53119792 0.52329092] [-0.0166058] [ 0.47634875 0.55913219 0.59256504 0.5116481 0.51127075 0.73455451 0.49345687 0.40646002 0.48394759 0.5956104 ] [-0.03637413] [ 0.482187 0.66730735 0.39473943 0.43107778 0.30513095 0.50188695 0.4465822 0.48133154 0.52173328 0.42541911] [-0.08050963] [ 0.66296053 0.51885401 0.55886658 0.43178197 0.52483811 0.56288472 0.49227126 0.48547835 0.57440626 0.50593333] [-0.61727146] [ 0.42980068 0.70058214 0.35899621 0.60159683 0.36178129 0.52009844 0.32671408 0.52388053 0.54208879 0.57346219] [-0.461463] [ 0.59868155 0.56891984 0.52181245 0.34289518 0.42614311 0.51324989 0.42592477 0.56674643 0.48208578 0.59217362] [ 1.24313952] [ 0.52622901 0.47198702 0.60987204 0.28376286 0.51706228 0.4558649 0.52850321 0.5281399 0.40886756 0.44039196] [ 0.02433648] [ 0.76987531 0.45592613 0.65531281 0.30194006 0.46829865 0.23908841 0.61054061 0.65148071 0.55794253 0.25198564] [ 0.52415278] [ 0.63492257 0.4744258 0.65965132 0.40285312 0.50751192 0.47707088 0.64625693 0.47311467 0.51601107 0.41948507] [ 0.04965629] [ 0.21749531 0.48597423 0.42903056 0.57855886 0.39629191 0.76059864 0.40853771 0.45910271 0.40897631 0.34441758] [-0.5258319] [ 0.68663826 0.31916587 0.67923041 0.34282173 0.52485533 0.4303461 0.51661539 0.54128683 0.4437672 0.47378019] [ 0.8549233] [ 0.71022936 0.53389476 0.60861559 0.28126888 0.34293327 0.33984894 0.65385909 0.71520519 0.54669211 0.30919556] [-0.03558486] [ 0.49803501 0.73553969 0.40559913 0.52656655 0.31853613 0.58890564 0.39558469 0.63305209 0.58910151 0.49544158] [-0.46223951] [ 0.31945541 0.62164668 0.3752084 0.6215998 0.38217682 0.51754261 0.3792351 0.55401103 0.59160171 0.56137294] [-0.23000446] [ 0.29618557 0.39531495 0.6130554 0.4430979 0.53985181 0.70977989 0.52379944 0.44216008 0.39411727 0.45359185] [-0.06693051] [ 0.49651886 0.55685171 0.42585844 0.4639482 0.34928365 0.61348078 0.50070316 0.5784823 0.46470658 0.44028892] [-0.18282782] [ 0.46001305 0.52162502 0.60399743 0.24378216 0.38784208 0.58802833 0.46392479 0.47267969 0.46427747 0.40592249] [ 0.35442253] [ 0.49166646 0.69162684 0.50215283 0.34494991 0.34271984 0.55479945 0.5420995 0.57396586 0.49959396 0.4715114 ] [-0.36144023] [ 0.25171739 0.33289769 0.70166297 0.38685348 0.42198726 0.56621585 0.46989416 0.42774936 0.4194568 0.3134677 ] [-0.3564809] [ 0.42064909 0.71754805 0.42913608 0.65628174 0.28714266 0.64458338 0.39670815 0.43218536 0.51287324 0.60594652] [ 1.09348] [ 0.68862273 0.68396087 0.35045345 0.57812095 0.32943842 0.32011958 0.52889437 0.45125728 0.62169451 0.7604966 ] [-0.12749834] [ 0.59257966 0.39814426 0.58734657 0.44781903 0.47187612 0.51118786 0.49375365 0.61755577 0.47567499 0.51219969] [ 0.66453334] [ 0.71853863 0.56860709 0.57855887 0.32503699 0.42497885 0.37199168 0.64300543 0.51866626 0.66779578 0.39611118] [-0.42300385] [ 0.71811974 0.62985748 0.51711966 0.40900377 0.35128497 0.41211556 0.49985405 0.46537078 0.56039441 0.59431373] [-0.21606277] [ 0.2336048 0.5342913 0.45592596 0.64155608 0.4217093 0.73144407 0.52864155 0.52494719 0.48264083 0.47307946] [ 0.36366108] [ 0.17481275 0.70564271 0.34649778 0.53999622 0.39695107 0.72078316 0.25550298 0.46914583 0.43928963 0.54152345] [-0.25436595] [ 0.86999232 0.6312693 0.64446147 0.35191559 0.38874296 0.36624816 0.69622858 0.66131518 0.64317554 0.42723171] [-0.05150004] [ 0.21916468 0.5548631 0.54956366 0.52237995 0.42025943 0.64934377 0.40008166 0.33692466 0.41403265 0.47481284] [ 0.38675914] [ 0.20301726 0.62960604 0.4868228 0.55612953 0.49609855 0.79065489 0.44432882 0.36917663 0.50649355 0.61650307] [-0.47452907] [ 0.43221223 0.70427717 0.35176211 0.70274234 0.31888316 0.59251217 0.32886602 0.43163497 0.56502195 0.55355415] [-0.36231074] [ 0.62199999 0.534134 0.54170073 0.46813396 0.28857931 0.31712207 0.53997821 0.54798021 0.53313564 0.38680752] [-0.72988553] [ 0.58713804 0.74957754 0.34868212 0.56644712 0.30701751 0.62185233 0.35024835 0.48808797 0.58152886 0.64453485] [ 0.18808623] [ 0.46767591 0.7163224 0.42134118 0.55308914 0.35680315 0.48935287 0.52545516 0.56666132 0.66525514 0.4535554 ] [-0.01545714] [ 0.34420109 0.70959667 0.28941306 0.71357277 0.40521756 0.74031038 0.43930517 0.56606976 0.38168057 0.5989353 ] [-0.57146722] [ 0.5236138 0.62000521 0.38217443 0.5111764 0.41123635 0.49584524 0.40171856 0.35581463 0.52977404 0.5460758 ] [ 0.03535399] [ 0.25150709 0.56993048 0.46316155 0.47955151 0.42522283 0.69454874 0.36259072 0.47461324 0.38889306 0.62578082] [ 0.61085684] [ 0.23658946 0.59385839 0.35805551 0.7468629 0.56295484 0.76183074 0.44225506 0.38748545 0.31590216 0.58661403] [ 0.18692258] [ 0.24365163 0.62524413 0.49415596 0.61676316 0.51500464 0.78524583 0.38807508 0.49772063 0.54066173 0.60362658] [ 0.01463846] [ 0.36151517 0.66724031 0.42690218 0.67762825 0.30436288 0.47721635 0.44499948 0.50620111 0.6478107 0.45265274] Progress: 77.7% ... Training loss: 0.307 ... Validation loss: 0.470[ 0.155191] [ 0.20184628 0.65766293 0.42653231 0.67781114 0.36177978 0.73301604 0.41662849 0.45249545 0.45136836 0.52045512] [ 0.07260797] [ 0.40180506 0.76532936 0.38536365 0.65331225 0.41443279 0.6356393 0.45338269 0.33651045 0.57311832 0.69108745] [ 0.066932] [ 0.48149924 0.48570388 0.52225828 0.48198076 0.34542977 0.40998012 0.52246027 0.54379026 0.51888694 0.42865974] [-0.10273767] [ 0.32639062 0.67230423 0.46263091 0.65601232 0.30960868 0.66838923 0.41466072 0.42508413 0.5247583 0.59553866] [-0.78351791] [ 0.52733727 0.58987438 0.46195306 0.60957215 0.28565723 0.54243568 0.43085878 0.47402619 0.51865684 0.47576823] [-0.46604577] [ 0.40204008 0.58794791 0.41456861 0.52881815 0.40811078 0.57795844 0.34913399 0.5047721 0.47571412 0.5650067 ] [-0.44396263] [ 0.3687535 0.6226198 0.5151698 0.60632364 0.26565886 0.62738925 0.40357382 0.46656709 0.44131251 0.5319215 ] [-1.10510018] [ 0.28127983 0.12725955 0.76444472 0.26759087 0.50280299 0.35314161 0.49807249 0.51466482 0.30306749 0.12919935] [-0.29427133] [ 0.36225779 0.58094648 0.51309845 0.50102365 0.49701284 0.48630589 0.42486265 0.49335152 0.61001908 0.38694403] [-1.6838063] [ 0.64913202 0.5786168 0.50014543 0.48306664 0.23854242 0.27964449 0.50012658 0.52615984 0.63787062 0.26865672] [-0.47764571] [ 0.59897619 0.65362653 0.49835659 0.50939968 0.20207345 0.32893704 0.52401531 0.72122965 0.59076411 0.38501856] [-0.29576291] [ 0.46008598 0.76600781 0.36556668 0.53436837 0.29389143 0.57436534 0.38819211 0.4903986 0.60795345 0.60120756] [-0.17856272] [ 0.34462775 0.73561862 0.41023858 0.67315537 0.36513558 0.53288305 0.34162929 0.60314461 0.68013293 0.44564257] [ 0.33183792] [ 0.56209765 0.31983224 0.63757481 0.48196347 0.57720337 0.588974 0.53235642 0.51438115 0.39950953 0.47148082] [-0.13081682] [ 0.48470593 0.31564805 0.70228883 0.27403257 0.36722843 0.65762779 0.4583061 0.48500585 0.38004037 0.33915649] [ 0.12588855] [ 0.69567521 0.69538351 0.45202703 0.37392396 0.3520517 0.40911016 0.56637623 0.5733301 0.63774601 0.44036482] [-0.65578897] [ 0.42314081 0.38994426 0.60761448 0.32753258 0.55711112 0.43318287 0.56612736 0.40154687 0.38979258 0.60589299] [ 0.05141093] [ 0.57289073 0.61558514 0.55068929 0.49742114 0.32613456 0.38163194 0.48811041 0.50591987 0.62343676 0.39899533] [ 0.10461847] [ 0.29213958 0.38898613 0.56815657 0.47464349 0.45986595 0.57998771 0.45736007 0.56493451 0.47556279 0.37130642] [-0.20872198] [ 0.22309164 0.37274992 0.56236799 0.53091466 0.37159159 0.58010815 0.41597919 0.44538028 0.51314916 0.31248107] [ 0.39707481] [ 0.17214106 0.2925632 0.7069625 0.40074929 0.43476213 0.7476988 0.34214621 0.32024913 0.32638077 0.36130361] [ 0.08262221] [ 0.38539717 0.76142538 0.38097654 0.68764637 0.29766333 0.69407931 0.41179127 0.33060596 0.674471 0.67040347] [-0.55478687] [ 0.51384962 0.59128779 0.51780713 0.47112606 0.37320497 0.38088686 0.5011047 0.68841011 0.62974872 0.33982266] [ 0.57415255] [ 0.52833789 0.36827931 0.62743521 0.28020955 0.54069664 0.57166009 0.44667853 0.57222061 0.43259838 0.46684671] [ 0.18794607] [ 0.16828989 0.56045898 0.41575995 0.45282104 0.37493205 0.72629985 0.35433874 0.47331399 0.44501802 0.53057867] [-0.38564225] [ 0.48700401 0.35660781 0.58712412 0.22817177 0.4278965 0.62226859 0.41622016 0.52212226 0.33155425 0.35419179] [ 0.05994078] [ 0.27397923 0.62083084 0.54316159 0.59332435 0.484897 0.68730228 0.39467772 0.41839825 0.45927802 0.51208414] [ 0.67947023] [ 0.70727112 0.56343203 0.49832215 0.41456406 0.32060829 0.31975491 0.52312467 0.53652994 0.65696219 0.43233948] [-1.19573092] [ 0.38919279 0.28723497 0.7112797 0.20011892 0.43510954 0.47173901 0.55371121 0.50496491 0.46996393 0.25943943] [-0.36579691] [ 0.46543949 0.50580419 0.65267773 0.26645902 0.4462314 0.42777821 0.49601811 0.64501932 0.50424222 0.47132349] [-0.23595445] [ 0.37849819 0.60867207 0.42773051 0.57590564 0.3031744 0.57989139 0.38049149 0.51085285 0.54094667 0.51561065] [ 0.50028359] [ 0.36911732 0.44791107 0.52387199 0.44056069 0.43083105 0.46635636 0.41284949 0.52990259 0.51988872 0.401663 ] [-0.06782124] [ 0.73307735 0.71592905 0.50080453 0.45547905 0.34338559 0.52116786 0.52449486 0.6381431 0.62550681 0.56469965] [ 0.18671103] [ 0.41734082 0.70727885 0.27443431 0.58801377 0.41825426 0.66355851 0.4160483 0.46626194 0.49416325 0.56488508] [-1.18176744] [ 0.37683571 0.37721922 0.60441077 0.30482811 0.48875743 0.51011792 0.4890463 0.66750965 0.51655862 0.26832657] [ 0.14315397] [ 0.26713689 0.64566509 0.36000362 0.60813083 0.46770694 0.80509485 0.31998196 0.67903092 0.55654756 0.52010899] [ 0.21001794] [ 0.52937489 0.68113793 0.47515387 0.49399853 0.39535471 0.6121272 0.60408267 0.54634676 0.52969978 0.62847595] [-0.10491116] [ 0.57283435 0.3842086 0.65483884 0.33343779 0.44844629 0.60696253 0.51247834 0.43235931 0.52026951 0.47701468] [-0.2135529] [ 0.27691663 0.77789918 0.33889814 0.71499467 0.39332967 0.57557157 0.36895037 0.48583643 0.55863771 0.55678816] [-0.1940756] [ 0.48020098 0.72128475 0.38824862 0.61163512 0.23272339 0.59169985 0.41848836 0.44997497 0.62620505 0.57151483] [ 0.33844959] [ 0.29689512 0.52393421 0.45317574 0.56077404 0.41283712 0.61897714 0.38161022 0.31473018 0.52431934 0.55672954] [ 0.23041026] [ 0.31301615 0.642601 0.43223134 0.62256177 0.38747133 0.68807037 0.39881389 0.48981424 0.46972409 0.59292012] [-0.94601832] [ 0.36875622 0.41500863 0.6025988 0.26238473 0.38553705 0.40311435 0.46341957 0.64870822 0.4223568 0.22997273] [ 0.05545075] [ 0.42574558 0.71442522 0.43387847 0.60095491 0.48694701 0.61832113 0.49039527 0.31969883 0.49347592 0.63527567] [ 0.26511157] [ 0.42144927 0.80685924 0.41071965 0.52610501 0.31806293 0.63726738 0.50046931 0.62300166 0.55623968 0.60069742] [-0.14684517] [ 0.42453942 0.67614146 0.54592658 0.47464485 0.44647392 0.74909816 0.55547526 0.43783271 0.61624763 0.68405401] [ 0.212129] [ 0.34553482 0.32743426 0.5336876 0.42559797 0.43222122 0.64405752 0.43051981 0.6784979 0.50303567 0.3098278 ] [ 0.37103775] [ 0.2219245 0.53842521 0.61482854 0.3855389 0.45596655 0.68329654 0.46415532 0.38943977 0.5631588 0.47397004] [ 0.60061681] [ 0.11319711 0.51411228 0.53527532 0.50739748 0.55777274 0.75729442 0.43040297 0.2919325 0.46503168 0.52256056] [ 0.30314746] [ 0.15150281 0.76251929 0.44630325 0.599574 0.31758151 0.61340688 0.36370321 0.54466025 0.52538958 0.58171894] [ 0.03541187] [ 0.29002622 0.47574897 0.61441632 0.36519211 0.54598854 0.64380382 0.40000807 0.49519132 0.45279171 0.5256998 ] [-0.66885544] [ 0.20612205 0.69684037 0.50363843 0.49129967 0.31212817 0.53474331 0.40496809 0.53550044 0.54394876 0.38663856] [-0.1940756] [ 0.48020098 0.72128475 0.38824862 0.61163512 0.23272339 0.59169985 0.41848836 0.44997497 0.62620505 0.57151483] [-0.30011891] [ 0.42191755 0.60387914 0.37556678 0.68825082 0.30196517 0.564088 0.39585928 0.3505302 0.5787553 0.45829711] [-0.6616312] [ 0.85707 0.6460778 0.56067624 0.44095013 0.45089925 0.52268986 0.50817381 0.61615084 0.56997718 0.65298485] [ 0.11743241] [ 0.17469826 0.5444735 0.60069428 0.46944372 0.36399817 0.71311379 0.47191472 0.46808232 0.51023911 0.48814902] [ 0.27077697] [ 0.19574859 0.65811815 0.3550372 0.70634393 0.44189989 0.74682464 0.38352783 0.56250794 0.5907103 0.6159566 ] [-0.61450413] [ 0.82879788 0.53081164 0.58009095 0.40533634 0.37069561 0.20288135 0.60671712 0.74410092 0.62796086 0.48459982] [-0.38419561] [ 0.32500164 0.66449922 0.37710629 0.62344083 0.35844396 0.51191846 0.38111016 0.43076809 0.47964582 0.54177104] [ 0.3387766] [ 0.5302307 0.52157673 0.62077023 0.36213953 0.45682375 0.49887424 0.56093337 0.53687033 0.55142052 0.42750912] [ 0.15703968] [ 0.51438908 0.65436472 0.53229653 0.5823271 0.37367433 0.60873396 0.55288383 0.56815214 0.57191883 0.57146388] [ 0.30162293] [ 0.52292165 0.5968866 0.49541173 0.47621291 0.39240073 0.39633723 0.52010817 0.46457787 0.56595858 0.44766695] [ 0.97860073] [ 0.80541371 0.52366753 0.54687283 0.39482882 0.26706393 0.32369392 0.56877797 0.51310584 0.61741893 0.37682007] [ 0.43434929] [ 0.34346144 0.21312202 0.66701427 0.38923967 0.56200497 0.61731038 0.45720039 0.56803367 0.45521755 0.32237574] [ 0.38404091] [ 0.1609321 0.52314811 0.40453617 0.47869588 0.40315826 0.72738693 0.34235294 0.36416632 0.42383884 0.49259023] [ 0.76585049] [ 0.25153836 0.53908079 0.4819231 0.48691525 0.38640577 0.46871417 0.41476159 0.45726208 0.52266535 0.37955833] [ 0.43645782] [ 0.41951655 0.6544789 0.47826997 0.57370995 0.38410298 0.57390349 0.52501831 0.54245437 0.52886496 0.55151293] [ 0.32513976] [ 0.31879544 0.64755726 0.54779914 0.56770823 0.49134816 0.76037885 0.35430837 0.43880584 0.4292975 0.6344625 ] [ 0.80866357] [ 0.65105138 0.65527269 0.51640522 0.44976155 0.41995542 0.55922179 0.53634762 0.4356202 0.65723678 0.53231533] [ 0.22083701] [ 0.47722902 0.67896383 0.47760917 0.49052095 0.31808645 0.44752708 0.54940329 0.6666028 0.568324 0.4781155 ] [ 0.00374804] [ 0.48665478 0.6757848 0.43953429 0.68969451 0.30781409 0.67189928 0.37473481 0.32726375 0.52607964 0.62434079] [-0.27261238] [ 0.32392106 0.66738014 0.38001415 0.62895107 0.2947175 0.49470588 0.3168916 0.49165513 0.55413094 0.48576253] [-0.55911159] [ 0.3281021 0.61101344 0.34939116 0.69294502 0.3206765 0.43888014 0.41042641 0.404056 0.44783542 0.45968459] [ 0.07505041] [ 0.5708711 0.66783496 0.47163809 0.4848313 0.32917915 0.52270317 0.57082302 0.61051045 0.54068313 0.51199579] [ 0.4006698] [ 0.14916004 0.50158338 0.44133717 0.40499256 0.48865656 0.68676143 0.3867763 0.34701855 0.4716709 0.4404929 ] [ 0.17038796] [ 0.25592049 0.62085849 0.35841767 0.36727512 0.37104999 0.69986519 0.35470956 0.50774121 0.4226836 0.44413466] [ 1.76511551] [ 0.65479882 0.76129666 0.50950046 0.44896405 0.33935246 0.44552291 0.51393711 0.54189088 0.63818114 0.5341507 ] [-0.32366086] [ 0.78143822 0.59481462 0.47746632 0.48949374 0.26416755 0.37180431 0.481547 0.50058328 0.57631576 0.50661733] [-0.63171012] [ 0.59698689 0.5956857 0.44169542 0.47629287 0.33712726 0.33186265 0.51295827 0.52646379 0.55509219 0.40700872] [-0.36492166] [ 0.37419748 0.80101783 0.31094483 0.62119822 0.33389834 0.51506559 0.37458934 0.42347596 0.54428009 0.6164672 ] [-0.36857128] [ 0.40690442 0.77542196 0.45169732 0.49902723 0.45031269 0.60407471 0.52521988 0.42270241 0.54736505 0.61655868] [ 0.06528158] [ 0.43496789 0.68075063 0.39119737 0.68056045 0.37647862 0.53988175 0.38007336 0.31189657 0.44065173 0.71833221] [-0.3439405] [ 0.29500785 0.57267259 0.54562469 0.49875995 0.43125792 0.64043451 0.3850176 0.62587298 0.61225525 0.45665471] [ 0.28498357] [ 0.43371005 0.15969222 0.77290748 0.24145598 0.57695112 0.45160485 0.45657646 0.38165619 0.27853194 0.29697013] [ 0.26592029] [ 0.44471087 0.64173644 0.52138192 0.67449182 0.40427348 0.69895569 0.35598905 0.48001871 0.50586545 0.60267356] [-0.60690709] [ 0.76582074 0.58202753 0.6208663 0.28066145 0.44123544 0.34383309 0.68866659 0.61287052 0.60590518 0.39896214] [-0.13997616] [ 0.60112324 0.5414608 0.49817156 0.51902256 0.46309071 0.29509036 0.46684631 0.55002046 0.59480153 0.38081977] [ 0.23460049] [ 0.2344449 0.60500031 0.40566799 0.71800686 0.38318026 0.68022977 0.43913532 0.39566974 0.52755009 0.52618025] [ 1.32094495] [ 0.51597033 0.6440036 0.43015975 0.51464168 0.22823639 0.34451028 0.58579367 0.77393925 0.64867559 0.23403752] [ 0.24514952] [ 0.11408451 0.58062419 0.38833701 0.60206598 0.43062704 0.7110772 0.32830309 0.43872672 0.47184359 0.48468382] [ 0.04338825] [ 0.24745991 0.59660826 0.57275502 0.42374163 0.33284779 0.61687915 0.39501566 0.41876612 0.57425399 0.41102063] [ 1.8095314] [ 0.67399162 0.58703949 0.49302172 0.51219936 0.35039566 0.42681261 0.51745383 0.60074291 0.52377583 0.47705343] [ 0.27587696] [ 0.47825893 0.58416585 0.43883589 0.58367015 0.28793257 0.60290682 0.4233016 0.43228108 0.52074029 0.46286532] [-0.44283047] [ 0.72243029 0.52280922 0.58189284 0.31064317 0.43575157 0.48191399 0.58734062 0.47769007 0.46604337 0.40284167] [-0.26698266] [ 0.73503801 0.63570861 0.5326505 0.49206879 0.39139961 0.55417013 0.43422365 0.62071079 0.64751539 0.48260492] [ 0.19095867] [ 0.17773585 0.46412773 0.44295433 0.59864939 0.33876562 0.75154191 0.37240113 0.43539377 0.44078107 0.42376666] [-0.77268738] [ 0.83991834 0.67826134 0.58827707 0.34584337 0.42712053 0.53306108 0.64409947 0.48041517 0.59427949 0.57682502] [-0.07429404] [ 0.52599882 0.6542622 0.47383076 0.56782947 0.21487565 0.39087824 0.53247694 0.79310823 0.57806224 0.31929084] [ 0.02232808] [ 0.39144911 0.77366312 0.32423703 0.71747774 0.49269653 0.69215792 0.3937389 0.52330982 0.47001626 0.60682446] [-0.09503808] [ 0.33004353 0.64692575 0.40511427 0.67199457 0.40529747 0.6891743 0.46898825 0.6481398 0.55985928 0.46335332] [-0.34750816] [ 0.81255045 0.5916677 0.53420168 0.3448057 0.39638484 0.36283325 0.55101143 0.35174791 0.63778509 0.48666422] [ 0.38410761] [ 0.38857632 0.69733389 0.53040613 0.66387283 0.44189636 0.66041397 0.40094592 0.53902032 0.48222236 0.66143075] [ 0.4160605] [ 0.50772679 0.70850997 0.43585448 0.50497261 0.38648107 0.67463148 0.49024982 0.51910378 0.5491167 0.59618369] [ 1.48373682] [ 0.3908309 0.7397891 0.42352119 0.52932668 0.21061786 0.45289741 0.43615025 0.63721253 0.54703478 0.42727716] [ 0.40705906] [ 0.16210391 0.53585379 0.52449949 0.50509694 0.45508379 0.73346309 0.30487073 0.44760861 0.46030422 0.56732301] [ 0.34894559] [ 0.29752018 0.633855 0.46309899 0.54226831 0.44564107 0.75181149 0.37736901 0.44078387 0.51005745 0.64715373] [ 0.10126436] [ 0.37733245 0.57335098 0.48132919 0.68400578 0.51199604 0.69909347 0.40051126 0.42923579 0.50834681 0.54474286] [ 0.88430178] [ 0.10423319 0.39983012 0.51441979 0.55143398 0.55910126 0.87401299 0.34890171 0.4239982 0.29008504 0.56129804] [ 0.3621564] [ 0.18403295 0.62354132 0.5796828 0.51539345 0.47569586 0.77166539 0.33499704 0.46342715 0.43774557 0.60794584] [-0.10471407] [ 0.50088616 0.41324016 0.50558838 0.35695064 0.32948228 0.38168942 0.50811608 0.68061973 0.46970867 0.22612329] [ 0.58665984] [ 0.63556648 0.76317305 0.41162153 0.51181589 0.19957757 0.37771193 0.50041852 0.60693737 0.73263995 0.43131436] [ 0.51228386] [ 0.27995748 0.37364167 0.64391157 0.23380285 0.69475843 0.78647934 0.35781284 0.36706402 0.30855776 0.64927216] [ 0.73247036] [ 0.12705263 0.55104341 0.49149009 0.51472317 0.49769287 0.77022268 0.39746889 0.27388191 0.3736661 0.56727636] [-0.08519271] [ 0.2384249 0.59085803 0.45893715 0.61117924 0.35525344 0.72074916 0.45764187 0.50660375 0.54106639 0.5211867 ] [-0.17927119] [ 0.71002074 0.48178861 0.56974953 0.47253182 0.53474013 0.37863992 0.50936602 0.49505169 0.52895889 0.39510845] [-0.41365067] [ 0.73302217 0.42331382 0.57027817 0.44337305 0.37401914 0.44418783 0.53093441 0.56731523 0.53636688 0.30179863] [ 0.26244869] [ 0.52180974 0.72022523 0.47317562 0.59908098 0.31002269 0.59243586 0.55341179 0.64501953 0.63184301 0.53351901] [-0.45734419] [ 0.48965102 0.5550619 0.58135564 0.38318381 0.58074354 0.50943865 0.46400639 0.45555818 0.51679992 0.51536958] [ 0.2143138] [ 0.48213196 0.61642816 0.48362628 0.45080755 0.37597901 0.42643035 0.50242655 0.59965278 0.5309182 0.4625985 ] [ 0.05710261] [ 0.72279731 0.45751363 0.622716 0.42713767 0.33786601 0.37533772 0.52504028 0.45277608 0.60336074 0.41161886] [ 0.04696546] [ 0.69884592 0.27659657 0.72222956 0.23192073 0.43358509 0.3466394 0.64682847 0.67367736 0.39792251 0.23913664] [-0.32585132] [ 0.29066719 0.68471564 0.45766072 0.65265933 0.25875619 0.64304458 0.40478668 0.52177358 0.48346234 0.5577101 ] [-0.56080185] [ 0.36170735 0.73609608 0.33364154 0.68873074 0.25921845 0.62952827 0.44634586 0.56387806 0.53840776 0.46226676] [ 0.21188382] [ 0.21959978 0.6583193 0.31519969 0.45676175 0.29452756 0.79221752 0.30161021 0.52453803 0.44716366 0.52789888] [ 1.07831829] [ 0.7091736 0.62458241 0.56180395 0.3484575 0.38635835 0.45749243 0.51850962 0.42900809 0.58440852 0.62053037] [ 0.03826763] [ 0.41682343 0.75175879 0.48696512 0.64341703 0.32476868 0.60855176 0.53582722 0.53864742 0.61577462 0.59657414] [-0.42163316] [ 0.66657851 0.64822794 0.42138722 0.40634333 0.443646 0.47189166 0.56010028 0.47760904 0.54825673 0.54506966] [-0.14030925] [ 0.50640313 0.64592396 0.43154918 0.57007969 0.27187051 0.60100449 0.39831386 0.41067219 0.55160629 0.55335879] Progress: 78.0% ... Training loss: 0.299 ... Validation loss: 0.472[-0.22039621] [ 0.56319609 0.59993239 0.49591864 0.48117827 0.42272853 0.53142667 0.38478267 0.46840611 0.55561264 0.57121902] [ 0.31831419] [ 0.27521205 0.8215669 0.32738531 0.64780875 0.40128141 0.71726545 0.43604911 0.44629382 0.48632246 0.70800487] [-0.5341799] [ 0.8082994 0.33124622 0.65037451 0.3589736 0.5395254 0.51382168 0.55717937 0.45862752 0.41382445 0.57914196] [ 0.26125387] [ 0.67563974 0.58842093 0.41837757 0.4875903 0.29186472 0.40447901 0.53865337 0.54951967 0.6493044 0.39019201] [-0.61980725] [ 0.75391131 0.67971762 0.43727765 0.30757344 0.21541164 0.18953477 0.61247136 0.66975008 0.70321372 0.30476481] [ 0.47547269] [ 0.52723895 0.72430832 0.50236327 0.63940653 0.35000724 0.44782095 0.46986639 0.60816408 0.66714177 0.44467948] [ 0.26830553] [ 0.13856607 0.39466404 0.67375002 0.36291103 0.46597055 0.75112342 0.40747584 0.31362883 0.45125783 0.42589188] [-0.32464654] [ 0.27456702 0.56362477 0.58882361 0.47064633 0.3948069 0.70308831 0.45571207 0.48436469 0.3688284 0.44975109] [ 0.23506133] [ 0.12975764 0.48448211 0.6589624 0.47375573 0.41159275 0.80308663 0.39263758 0.39461146 0.38799268 0.4791089 ] [-0.01068137] [ 0.63094325 0.62904218 0.49912808 0.47917217 0.27999692 0.41453705 0.51258678 0.48050537 0.63425957 0.47827447] [ 1.39031807] [ 0.5975758 0.51749621 0.40909057 0.52192891 0.27417775 0.28660314 0.53646737 0.54211547 0.49323638 0.54601625] [-0.02331318] [ 0.51308809 0.45486355 0.47847453 0.35791039 0.47498143 0.75538417 0.4558135 0.65725297 0.40826137 0.46158799] [-0.3480333] [ 0.68784806 0.76669508 0.57528717 0.42948838 0.40786935 0.54752066 0.61810777 0.56183727 0.72422124 0.63338405] [ 0.05892561] [ 0.44001054 0.64450418 0.41522593 0.60185537 0.3055147 0.53090686 0.36584822 0.48509082 0.55411702 0.52455884] [-0.30558521] [ 0.43816524 0.53622985 0.57842246 0.28136409 0.44776051 0.58618322 0.39893451 0.57256032 0.51394169 0.50187387] [ 0.14559959] [ 0.38808108 0.52041216 0.40794867 0.62665063 0.34912387 0.55547024 0.57057597 0.66847037 0.42057951 0.35632313] [ 0.15447987] [ 0.56897028 0.52985592 0.49383798 0.46723124 0.38390662 0.4096866 0.43457491 0.52303392 0.61278383 0.40838553] [-0.44947411] [ 0.34528875 0.60160586 0.49849738 0.31569436 0.27806731 0.51160782 0.45595336 0.65683219 0.50895218 0.34540563] [-0.29883325] [ 0.68557924 0.61407142 0.50712168 0.41308319 0.4179431 0.43687461 0.57905157 0.54131495 0.58461353 0.48441424] [ 0.52569366] [ 0.28877325 0.44432404 0.47278172 0.5727798 0.5047787 0.72333927 0.44328398 0.52192873 0.40396185 0.4511354 ] [-0.25922322] [ 0.39010088 0.426173 0.56394604 0.27611639 0.44940712 0.55487957 0.40901598 0.43366458 0.38110558 0.46450395] [ 0.16469335] [ 0.39922976 0.57947042 0.51855285 0.20830112 0.68129797 0.73872104 0.5092521 0.39472641 0.43362441 0.67766194] [ 0.15182328] [ 0.22631056 0.6653823 0.4182393 0.59113646 0.38462072 0.54947947 0.33283313 0.53536688 0.67122648 0.41719955] [-0.15283993] [ 0.36056401 0.67634846 0.55960473 0.61265391 0.44722832 0.6917779 0.41455524 0.52106772 0.49515414 0.57553845] [-1.43035663] [ 0.43334394 0.44808149 0.47665759 0.48496906 0.42942836 0.42651002 0.47832766 0.55052569 0.45652964 0.30645461] [ 0.19748627] [ 0.16854992 0.47929635 0.60216546 0.43853366 0.47838997 0.65300081 0.33853238 0.32801335 0.34909734 0.51168201] [-0.2957718] [ 0.15880966 0.47502299 0.48739841 0.58195044 0.3151257 0.48013612 0.37181077 0.50209403 0.55382899 0.29780997] [ 0.59080216] [ 0.72705898 0.63996256 0.52226988 0.41064767 0.4613379 0.53090858 0.5913609 0.45964161 0.66828905 0.55818167] [ 1.93080455] [ 0.45482789 0.61680002 0.41810961 0.47687421 0.32700105 0.27460599 0.58988289 0.69500342 0.59899308 0.25538009] [ 0.26790344] [ 0.12306965 0.49995029 0.57881052 0.47714343 0.45624466 0.72800763 0.38630475 0.31160322 0.3926259 0.44209381] [ 0.6592234] [ 0.16984537 0.53449794 0.54115762 0.52549198 0.49401018 0.78445291 0.3136419 0.40388582 0.37096893 0.67409248] [ 1.75612186] [ 0.5735106 0.63699149 0.51220776 0.39420682 0.31668354 0.49885223 0.50028004 0.51854983 0.49533512 0.41546461] [ 0.39555783] [ 0.22444202 0.33474832 0.54213283 0.28267374 0.54929465 0.51263321 0.39648671 0.4623714 0.33103209 0.32177642] [-0.1652036] [ 0.75019358 0.50587966 0.57883529 0.47637863 0.34562251 0.3625722 0.59407287 0.7121188 0.48122711 0.46402496] [ 0.55549548] [ 0.11259785 0.44642852 0.53610528 0.52122632 0.49910536 0.75978198 0.41404403 0.29375078 0.35489302 0.50849231] [-0.70112557] [ 0.46005823 0.6764162 0.47264378 0.63754382 0.22742747 0.5499183 0.39017504 0.40836123 0.54497229 0.47031911] [-1.0152139] [ 0.53491518 0.59688813 0.57555142 0.39557291 0.3843547 0.51099441 0.51964273 0.49903463 0.53660756 0.53513614] [-0.20107337] [ 0.451386 0.39319132 0.67231253 0.23368064 0.54244844 0.6381478 0.44987264 0.41908466 0.38017036 0.53332763] [ 0.64738486] [ 0.8593008 0.41745046 0.73692651 0.13910926 0.49703502 0.40086759 0.69740067 0.59254235 0.52310929 0.42170711] [-0.22089016] [ 0.68303928 0.71304533 0.40171993 0.33020326 0.44129441 0.54251799 0.48327626 0.38721971 0.55724324 0.61810583] [ 1.26078342] [ 0.43190157 0.59601664 0.39207298 0.58556284 0.35143963 0.42392617 0.39868593 0.51211989 0.54656068 0.51948311] [ 0.61266166] [ 0.45093583 0.44237592 0.46090421 0.43647426 0.38997666 0.28883905 0.42614944 0.46488858 0.56153976 0.28060961] [ 1.39795913] [ 0.35547064 0.71907792 0.42006579 0.530332 0.25279985 0.45700189 0.4597591 0.73217708 0.71706934 0.33106287] [ 0.05652435] [ 0.29591465 0.62958446 0.43002159 0.52187048 0.33908561 0.63194023 0.3947154 0.49953369 0.46552034 0.59758227] [ 1.34951455] [ 0.6328818 0.63622029 0.51181718 0.35845881 0.3370529 0.27409599 0.60483782 0.68208042 0.66434229 0.35728073] [ 0.06508689] [ 0.35507531 0.63742978 0.49275036 0.56962378 0.41222669 0.7194474 0.46985308 0.34760194 0.63452019 0.65243595] [ 0.44234279] [ 0.22469322 0.48987226 0.61240705 0.57170283 0.30813983 0.73053989 0.33007562 0.36496647 0.41603944 0.41757865] [ 0.08994944] [ 0.43983242 0.78115446 0.28965433 0.64857856 0.45858852 0.65894151 0.50153975 0.55930291 0.5094346 0.74020937] [-0.48646533] [ 0.57765741 0.72208067 0.41608085 0.41734983 0.32074562 0.44092245 0.40728469 0.622023 0.59396563 0.54820327] [ 0.13239871] [ 0.70062583 0.4332486 0.58857039 0.26920314 0.51576125 0.31490919 0.48341023 0.41070504 0.47904997 0.52702691] [-0.08306287] [ 0.67423386 0.64596506 0.53543397 0.29876164 0.33959604 0.40116407 0.60610504 0.67689496 0.60809386 0.42799077] [ 0.61397223] [ 0.27666379 0.60514405 0.49273683 0.5715084 0.3685403 0.49283032 0.40221043 0.56147021 0.68078018 0.39003237] [ 0.18421425] [ 0.32006983 0.60183672 0.55487732 0.44794171 0.4013755 0.72892563 0.50167197 0.53945254 0.392356 0.50541899] [-0.12417102] [ 0.25674589 0.38814311 0.5721744 0.4773495 0.5696754 0.6990492 0.52954947 0.40503162 0.37445201 0.43435486] [-0.06588565] [ 0.64523482 0.59739228 0.67587543 0.36469217 0.45287238 0.44777857 0.54524601 0.46661363 0.61610009 0.43417997] [ 0.42778188] [ 0.2234033 0.55088404 0.59302647 0.4672963 0.37970921 0.61936851 0.3723432 0.5233403 0.5676231 0.38512678] [-0.97103277] [ 0.44245487 0.58193001 0.45769127 0.49258857 0.37763048 0.42956745 0.4464762 0.50284805 0.50234605 0.45749008] [-0.08830249] [ 0.40523879 0.36688069 0.62110839 0.29238531 0.59400196 0.71508679 0.37474064 0.37948814 0.32852113 0.5250119 ] [-0.81696843] [ 0.3519232 0.44310197 0.47840076 0.62729308 0.3607172 0.5216042 0.51040067 0.59566448 0.5047067 0.34722062] [-0.10607704] [ 0.26966726 0.59102509 0.51293199 0.56967292 0.35061829 0.50040146 0.37291452 0.522937 0.66048941 0.36865211] [ 0.97084202] [ 0.45927993 0.49911894 0.56991232 0.3999696 0.42000547 0.59419479 0.48826103 0.54268449 0.49117064 0.42014331] [-0.65706799] [ 0.56380902 0.60056521 0.54060691 0.42538325 0.36192669 0.5931856 0.50110292 0.40721401 0.55288055 0.5771153 ] [ 0.627402] [ 0.30484802 0.27577667 0.71433038 0.29461202 0.39423791 0.49682328 0.54116518 0.56029375 0.46930513 0.18832691] [ 0.16850286] [ 0.67558991 0.6043043 0.52542597 0.52593597 0.28186031 0.46231443 0.43608667 0.50728722 0.64665505 0.46910199] [ 0.26833457] [ 0.33053137 0.70170423 0.39792775 0.54204392 0.48336387 0.77586583 0.39473076 0.50214475 0.43239209 0.70567741] [-0.20795879] [ 0.65815757 0.6614249 0.50797006 0.33729816 0.47184229 0.55205584 0.40550776 0.45786219 0.58657194 0.62700972] [ 0.40091551] [ 0.36528441 0.6704944 0.39993511 0.65001258 0.28806019 0.66061166 0.42867867 0.39634127 0.53293119 0.57231306] [-0.15500227] [ 0.57776443 0.66434009 0.49167793 0.44131267 0.26570752 0.39156626 0.53649428 0.58095143 0.6142552 0.46696715] [ 0.18421425] [ 0.32006983 0.60183672 0.55487732 0.44794171 0.4013755 0.72892563 0.50167197 0.53945254 0.392356 0.50541899] [ 0.62221998] [ 0.1254331 0.40892021 0.66737489 0.39641909 0.51931767 0.79480514 0.3903377 0.29739165 0.3997101 0.61091859] [ 0.21119663] [ 0.24462906 0.50167561 0.54139556 0.4532292 0.43688223 0.51459276 0.35568279 0.52785915 0.46970905 0.42168822] [-0.26568496] [ 0.34583443 0.62125133 0.46788481 0.49979379 0.50371112 0.5765579 0.46314407 0.37838851 0.38802876 0.53362044] [ 0.50437453] [ 0.7246232 0.58279953 0.52281697 0.33302344 0.34790766 0.28889677 0.54177986 0.46890192 0.60825695 0.35445475] [-0.43206388] [ 0.68490249 0.53085116 0.59269652 0.29029422 0.4568932 0.48387365 0.49775268 0.49420236 0.60576138 0.60064455] [ 0.09765189] [ 0.46853584 0.48956556 0.46305934 0.42674243 0.33343019 0.58700241 0.50884764 0.61457681 0.42095673 0.34611266] [ 0.45593327] [ 0.636033 0.52557121 0.55879209 0.467773 0.2847898 0.42188187 0.48127604 0.43017727 0.56739283 0.42835788] [ 1.02529185] [ 0.67044742 0.55969599 0.48025359 0.36456718 0.51842578 0.40624895 0.6763065 0.58601259 0.5371804 0.28634735] [-0.75159474] [ 0.66345134 0.68248683 0.46573795 0.45910986 0.30598728 0.47804859 0.50271987 0.50441663 0.59466468 0.63328479] [-0.42188105] [ 0.73578623 0.75676464 0.4948326 0.52049678 0.43497372 0.49839712 0.46842995 0.55818632 0.67423758 0.68207587] [-0.1318521] [ 0.41773951 0.46649416 0.60914424 0.32951724 0.4000484 0.47211099 0.45423956 0.44130309 0.41928107 0.42826779] [ 1.8937725] [ 0.67646264 0.33136791 0.65952846 0.28923389 0.52054196 0.49793218 0.53472619 0.4525046 0.44113211 0.37723428] [ 1.27288108] [ 0.54452941 0.63416939 0.39069334 0.45185749 0.33992774 0.20925659 0.51852524 0.59489925 0.65186144 0.33665306] [-1.42156738] [ 0.51785317 0.52661421 0.57456783 0.38305631 0.3126314 0.37093351 0.48308511 0.55251346 0.4424586 0.35926053] [ 0.01458594] [ 0.13993324 0.64592406 0.38165137 0.52540159 0.35360575 0.66134387 0.28714127 0.49073358 0.46523549 0.43789354] [ 0.08938235] [ 0.39157595 0.56507675 0.47806968 0.39545149 0.40172336 0.7097657 0.43680939 0.42654668 0.44713176 0.54697622] [-0.22862647] [ 0.20654584 0.54937704 0.4110051 0.35068181 0.34399964 0.49621124 0.49286837 0.56930609 0.56841179 0.27251767] [ 0.67361883] [ 0.82101502 0.57434495 0.63292525 0.32843173 0.41976267 0.45825613 0.56838122 0.4589137 0.62723262 0.45939656] [-0.38218492] [ 0.5773616 0.52662917 0.63157039 0.44901154 0.44795019 0.43061526 0.4818691 0.61440064 0.53986496 0.5114456 ] [-0.53559062] [ 0.54111226 0.74883663 0.34332854 0.59749961 0.30792006 0.59655846 0.36340385 0.44366289 0.56953412 0.64449923] [-0.93826667] [ 0.70686122 0.65482397 0.49652594 0.41854708 0.43116542 0.3637084 0.58135549 0.70255617 0.63347567 0.30324193] [ 0.68015754] [ 0.69063487 0.49010276 0.60094943 0.45091804 0.35187438 0.49945305 0.42242097 0.39074292 0.57943557 0.54874713] [-0.38661619] [ 0.35679712 0.60380727 0.34828441 0.63467886 0.34345835 0.5203664 0.36388351 0.4883478 0.47686651 0.50291708] [ 2.08562695] [ 0.83292436 0.55839779 0.58433604 0.3534586 0.28868019 0.25163395 0.59261815 0.54840171 0.61699739 0.31112121] [-0.08696731] [ 0.2744716 0.52389667 0.49357898 0.42270333 0.31968862 0.5343188 0.47503915 0.48366223 0.52112673 0.32957159] [-0.60713534] [ 0.5939703 0.55000728 0.55882856 0.46108851 0.48034446 0.63034559 0.49973935 0.37997955 0.42506052 0.51345056] [-0.07827859] [ 0.48546587 0.62843426 0.46706395 0.29472992 0.32965218 0.48456066 0.55071036 0.46631449 0.51563209 0.49897091] [-0.24102912] [ 0.44946168 0.64830546 0.37894606 0.54764937 0.28206796 0.53619727 0.50242239 0.59209548 0.53346194 0.39847432] [ 0.046177] [ 0.26326287 0.42295209 0.63085954 0.33492502 0.50474533 0.76605971 0.32681644 0.42464066 0.37344699 0.50613126] [ 0.44810895] [ 0.40895209 0.69252582 0.41250287 0.7806432 0.40123462 0.63523265 0.39593657 0.57413532 0.54556808 0.7912202 ] [-0.88786681] [ 0.33484911 0.41868603 0.66917564 0.35591955 0.31930904 0.3869143 0.45505399 0.58370137 0.47085429 0.21093017] [-0.4528826] [ 0.73189719 0.60421547 0.49821187 0.33924717 0.34179854 0.53567968 0.46406078 0.52469652 0.50858519 0.57931801] [ 0.78585479] [ 0.3819068 0.69238131 0.46011982 0.55265735 0.27939216 0.65098458 0.45770173 0.72112386 0.48374989 0.4570175 ] [ 0.39555914] [ 0.15819141 0.40177034 0.51949282 0.4092507 0.4720911 0.72555189 0.38385599 0.361729 0.35361985 0.48703383] [ 0.14280642] [ 0.39405086 0.30508057 0.66016782 0.27795356 0.46875426 0.51633342 0.42514665 0.45403808 0.43782082 0.28376455] [-0.0878102] [ 0.61389259 0.71423277 0.36027079 0.43289143 0.37568593 0.49887177 0.42486212 0.46714144 0.52358286 0.68695071] [ 0.07393367] [ 0.61787358 0.73425419 0.50189873 0.57163829 0.4110042 0.56175711 0.55545636 0.58639188 0.60869977 0.63720722] [-0.03987189] [ 0.23661339 0.28344603 0.54633939 0.35970105 0.50171263 0.58524945 0.46314275 0.36706005 0.34167109 0.48667074] [-0.14041269] [ 0.34310567 0.62315669 0.4549972 0.54784833 0.48115045 0.69513808 0.334381 0.48701763 0.52477582 0.57402141] [-0.46797362] [ 0.4137842 0.64722261 0.40566812 0.54278446 0.40825321 0.5033234 0.3879184 0.38394035 0.44165195 0.56011649] [-0.77218111] [ 0.12813221 0.68147642 0.38502698 0.5999529 0.3669045 0.59147417 0.4603764 0.61185564 0.57739919 0.32927973] [-0.49804749] [ 0.29959585 0.62097451 0.31531107 0.66327522 0.36758442 0.61007747 0.37922258 0.60769603 0.46774925 0.39875871] [ 0.41909576] [ 0.49139021 0.41768844 0.55023699 0.44074329 0.42726817 0.48191274 0.51197254 0.51604269 0.53340611 0.39622513] [-0.4401903] [ 0.32149479 0.49696501 0.54402687 0.45559784 0.35278432 0.59277295 0.404406 0.65430154 0.56346088 0.33818892] [ 0.12601623] [ 0.38636456 0.49325005 0.39823939 0.72712684 0.44255653 0.6588799 0.4576379 0.48639843 0.4660231 0.51094892] [-0.03143081] [ 0.50580836 0.72006504 0.34350918 0.69223399 0.25392048 0.44302204 0.37838889 0.48406953 0.6055031 0.6165837 ] [-0.05806977] [ 0.3151366 0.6212714 0.46134042 0.55066076 0.35383786 0.78384642 0.40945654 0.58749909 0.44050401 0.5618107 ] [-0.52505481] [ 0.38903451 0.6618619 0.44026189 0.50577852 0.3843785 0.50513342 0.40050698 0.4075355 0.58207389 0.63235475] [ 0.22985641] [ 0.56447934 0.51202739 0.50713898 0.4672842 0.35290351 0.46264405 0.48128678 0.55393016 0.50905239 0.47018992] [-0.2074767] [ 0.23462893 0.60982183 0.46930107 0.6011606 0.33930963 0.75177988 0.48073708 0.54884073 0.52823026 0.54692132] [ 0.38627605] [ 0.35428771 0.57417332 0.48399769 0.40189127 0.51236949 0.55088256 0.50648088 0.50200604 0.45275173 0.52936197] [ 0.09956475] [ 0.58530964 0.62161583 0.53023242 0.55354876 0.36233451 0.63183385 0.47474198 0.33969278 0.51086556 0.58480399] [ 0.57895625] [ 0.3556503 0.51094595 0.6642997 0.30720272 0.47904661 0.61598911 0.41378644 0.38435748 0.54426553 0.51564585] [ 0.22930748] [ 0.11797859 0.41456073 0.44889404 0.53481234 0.42419138 0.74779403 0.28792147 0.43703652 0.392393 0.41308425] [-0.28703629] [ 0.63454403 0.41604794 0.5456331 0.4122479 0.47271135 0.37402837 0.45970984 0.43852586 0.59688549 0.38522783] [ 0.25736451] [ 0.49074434 0.6091784 0.44528238 0.65548021 0.43163685 0.66472898 0.52640102 0.60294728 0.51686603 0.54372672] [-0.33196289] [ 0.16914922 0.55919285 0.42931319 0.59214132 0.4055528 0.65591119 0.33858536 0.54758341 0.52151212 0.4019107 ] [-0.14675078] [ 0.34625015 0.70611129 0.36669081 0.63341305 0.43107028 0.63054927 0.36722783 0.54872193 0.45556381 0.66072292] [-0.27477617] [ 0.67805908 0.55157256 0.52314182 0.41303465 0.35959488 0.38355032 0.51727339 0.46491925 0.56889219 0.43498372] Progress: 78.3% ... Training loss: 0.300 ... Validation loss: 0.478[-0.32094545] [ 0.49235541 0.68479813 0.4273113 0.65331966 0.25032445 0.55623593 0.36956364 0.3833261 0.55019463 0.54198801] [ 0.45741399] [ 0.66355426 0.7282333 0.46702862 0.62143827 0.45360171 0.36773602 0.45709394 0.59472037 0.66883697 0.68190833] [-0.45410436] [ 0.30281288 0.69273315 0.4050259 0.47813561 0.26648007 0.53387204 0.45484689 0.51154251 0.59547392 0.38153853] [-0.05823766] [ 0.30511874 0.65272117 0.47052138 0.63535769 0.28872402 0.58273198 0.50754428 0.60142419 0.50250128 0.45591493] [-0.59146871] [ 0.80306705 0.52853223 0.62064271 0.37728405 0.44969633 0.41936032 0.56768615 0.522443 0.59331261 0.51979035] [ 0.23842499] [ 0.32718564 0.78818725 0.36057864 0.68791449 0.2103273 0.65428284 0.35107339 0.48458518 0.57396775 0.63646068] [-0.27641579] [ 0.27163704 0.72075242 0.28294343 0.69497916 0.34338456 0.70048096 0.405305 0.61135829 0.52090118 0.58827942] [ 0.1830332] [ 0.28166258 0.59002199 0.52693358 0.51228113 0.44118088 0.7455184 0.44222704 0.37771477 0.48374692 0.60381764] [ 0.11811271] [ 0.24640821 0.53913285 0.6158658 0.31759335 0.45915621 0.74373776 0.385299 0.51415572 0.452896 0.48037962] [-0.2958782] [ 0.24767646 0.3422305 0.58483343 0.4152959 0.44587699 0.52697545 0.40868336 0.40185474 0.50071111 0.27363606] [ 0.11166289] [ 0.22666166 0.50722824 0.51332059 0.57407974 0.30147306 0.59849491 0.50973911 0.50913013 0.54247986 0.36127779] [ 0.46428301] [ 0.80151959 0.45905879 0.56213827 0.27144113 0.39080237 0.32738016 0.57441988 0.62200331 0.53295888 0.39530865] [-0.51373054] [ 0.40904718 0.33051337 0.73457216 0.32272829 0.56822572 0.58357178 0.44168038 0.45897463 0.47897442 0.46271316] [-0.44371047] [ 0.25076015 0.64634924 0.46520799 0.54319397 0.38391104 0.48934316 0.45184954 0.67849457 0.63037397 0.3285153 ] [ 0.26888833] [ 0.22003691 0.28815539 0.64846286 0.45534707 0.55182785 0.48386158 0.38013776 0.41296799 0.388795 0.47970435] [ 0.24347221] [ 0.12945436 0.68605914 0.32794754 0.58157339 0.42916603 0.7013429 0.24639839 0.52632972 0.40671669 0.60098538] [-0.25801205] [ 0.25071958 0.62530145 0.40328292 0.55045229 0.4113089 0.66580747 0.5079461 0.68829559 0.41718711 0.47971081] [ 0.92708394] [ 0.67966568 0.54188572 0.67157176 0.294861 0.37398755 0.32679819 0.54096649 0.7341089 0.56439234 0.29887234] [ 1.55815351] [ 0.60757169 0.57705606 0.53943389 0.33123032 0.25570882 0.43786124 0.47096989 0.77469603 0.66859269 0.33441679] [-0.25144789] [ 0.71444035 0.58845133 0.48008214 0.48284395 0.32940255 0.34551132 0.46923997 0.42893971 0.59482286 0.560626 ] [-1.56835193] [ 0.46202268 0.56930215 0.55226073 0.38817457 0.34718728 0.42181768 0.56348176 0.64160065 0.53098314 0.2746921 ] [-0.82987634] [ 0.82343105 0.56070753 0.53459129 0.35568557 0.44575538 0.32531813 0.50345703 0.47921386 0.49819051 0.68217958] [-1.04475949] [ 0.34003677 0.41881403 0.67171798 0.35181287 0.3144477 0.37616117 0.45965855 0.59425983 0.47645461 0.20403461] [-0.3048204] [ 0.3434548 0.50494551 0.41183834 0.49694857 0.42787343 0.67303814 0.46236162 0.77617211 0.53586951 0.31251199] [-0.06465532] [ 0.29796265 0.65947173 0.31453468 0.73001657 0.36778238 0.67163636 0.41256781 0.50962403 0.46971945 0.57082665] [-0.44229169] [ 0.34483163 0.66540118 0.36945168 0.50658097 0.35899417 0.48205806 0.37942119 0.5846128 0.63436713 0.49963647] [-0.25758008] [ 0.24499516 0.57832545 0.55152368 0.57430502 0.31010036 0.66500553 0.34923548 0.52168126 0.57957365 0.38656453] [ 0.05646136] [ 0.17986552 0.73853021 0.41557645 0.57873223 0.47378903 0.70173246 0.36785874 0.65971747 0.48756725 0.58191374] [-0.06517301] [ 0.57519228 0.60921631 0.51430024 0.33798936 0.3837819 0.48074718 0.55732598 0.58749116 0.54811438 0.41505743] [-0.40723652] [ 0.64473018 0.63305632 0.47793969 0.47945037 0.32247368 0.50572537 0.46048866 0.48434641 0.53458917 0.61927489] [-0.57727625] [ 0.3813749 0.7283034 0.40806564 0.59536023 0.23473477 0.59576178 0.38188977 0.49299612 0.51171235 0.54609765] [-1.48868418] [ 0.40781085 0.6276509 0.42225509 0.50547485 0.31411219 0.34643344 0.54665786 0.62327202 0.62363728 0.2325905 ] [ 0.00773618] [ 0.23834473 0.68136816 0.31748684 0.52724532 0.3036185 0.64263 0.39587742 0.58460336 0.62001568 0.44436319] [ 0.14486108] [ 0.32850209 0.38582151 0.68937925 0.43758951 0.48092113 0.51377682 0.44404095 0.41174367 0.51592852 0.30555996] [-0.39247285] [ 0.56438412 0.55196301 0.51631291 0.53387959 0.42627156 0.45941651 0.47648498 0.52128843 0.53991742 0.33390439] [ 0.23525337] [ 0.24018853 0.58627408 0.45703205 0.50140945 0.37283802 0.64071834 0.3107843 0.46697231 0.51464571 0.45331581] [-0.42757916] [ 0.31197934 0.3585636 0.62586591 0.37011717 0.51319098 0.68835251 0.51437755 0.4157074 0.41150563 0.45633466] [ 0.47784528] [ 0.51535033 0.6775824 0.39673056 0.6558313 0.2854673 0.48687269 0.46148609 0.44397384 0.59121765 0.47524347] [ 0.39995262] [ 0.47981706 0.66999187 0.41992745 0.5724627 0.27836233 0.35480543 0.56542711 0.71277953 0.63706258 0.25585423] [-1.37972728] [ 0.36020918 0.44461859 0.68042562 0.30303284 0.28794708 0.52386437 0.47112305 0.58029592 0.53010322 0.29198376] [-0.18079599] [ 0.48404867 0.58187843 0.49378214 0.50493493 0.42473301 0.77972551 0.445812 0.51484623 0.43876585 0.64742241] [ 0.20227627] [ 0.84576139 0.6314777 0.62924878 0.2310948 0.39470929 0.24176328 0.61352425 0.6901612 0.67282968 0.3361354 ] [ 0.49473132] [ 0.14732505 0.21332043 0.77612299 0.3741353 0.52160063 0.81048308 0.32581897 0.25291558 0.22370882 0.41120719] [-0.08035092] [ 0.3570382 0.81043352 0.40088723 0.67536673 0.41888771 0.6658063 0.46115485 0.42973957 0.54760919 0.69503693] [ 0.00829336] [ 0.28824098 0.70925134 0.45088754 0.69679614 0.40398597 0.66570458 0.32626783 0.53127655 0.54255922 0.586235 ] [ 0.11064563] [ 0.12700124 0.5033244 0.65545233 0.46434011 0.40651185 0.79887797 0.39552797 0.40113094 0.39921606 0.47652474] [ 1.67588351] [ 0.70220572 0.32380681 0.54967831 0.39085871 0.35140757 0.27938369 0.53407536 0.5911729 0.4378999 0.29533007] [-0.11112507] [ 0.62914054 0.3913677 0.60068651 0.40137711 0.47161777 0.39494427 0.50476086 0.553198 0.37666014 0.47763984] [ 0.83570151] [ 0.67573717 0.73340385 0.55363684 0.37299443 0.38514298 0.42754803 0.54470639 0.55708951 0.61251904 0.52239197] [ 0.20457071] [ 0.44708293 0.57113741 0.65464522 0.26644002 0.50063459 0.56209231 0.45209152 0.50187681 0.46444134 0.49354723] [ 0.2015415] [ 0.3437788 0.63624118 0.42492722 0.54456536 0.36703426 0.61012172 0.4734288 0.5875328 0.5279052 0.50335159] [ 0.16339729] [ 0.2510129 0.59347146 0.53768086 0.44264403 0.4271973 0.76327749 0.40435472 0.38469458 0.46414389 0.6047975 ] [-0.04086393] [ 0.41748369 0.56723345 0.43324191 0.26373314 0.28280873 0.44135017 0.49815884 0.62338077 0.57972079 0.31297111] [ 0.09842118] [ 0.2359006 0.52095845 0.4444637 0.57795756 0.43595464 0.74901001 0.45893687 0.46960301 0.43801774 0.54752598] [-0.64323812] [ 0.7310658 0.50719447 0.57019845 0.36350182 0.42663683 0.5464293 0.4307607 0.54136557 0.5813755 0.60985691] [-0.47543406] [ 0.6884212 0.7667212 0.5757316 0.42889818 0.40720876 0.54617154 0.61888992 0.5638571 0.72505967 0.63223874] [-0.34993119] [ 0.46366751 0.40515376 0.54959157 0.23213894 0.45756054 0.521957 0.41354412 0.52649058 0.44792041 0.31673465] [-0.52162783] [ 0.37613646 0.38761342 0.69876094 0.32945345 0.39782807 0.629312 0.43806889 0.50535279 0.53700063 0.38362757] [-0.53473911] [ 0.31933245 0.56342133 0.46715236 0.5827968 0.4256025 0.59560265 0.49922237 0.38535926 0.60619694 0.48562212] [-0.35631961] [ 0.19644439 0.50391653 0.67823985 0.44207536 0.41476448 0.67183627 0.41539922 0.44594071 0.54182014 0.43751008] [ 0.18317947] [ 0.52908366 0.49307453 0.66865438 0.34972778 0.48666333 0.46935251 0.50366701 0.5965909 0.45410148 0.3645382 ] [-0.46152917] [ 0.63390472 0.79388147 0.55560608 0.52047871 0.36392376 0.53463241 0.534879 0.52102917 0.71764626 0.60393742] [ 0.1805118] [ 0.28187175 0.66363202 0.45063362 0.62715969 0.45852906 0.69890063 0.40270193 0.37837345 0.55109455 0.60721103] [ 0.4162417] [ 0.58596396 0.71070899 0.4575737 0.47083887 0.32079914 0.35670433 0.5689695 0.61004512 0.69771858 0.52401111] [ 0.11928645] [ 0.22427273 0.68764969 0.53214403 0.36191335 0.43840154 0.58963845 0.42488615 0.47607046 0.5265052 0.55859303] [-0.63832634] [ 0.6516253 0.3905131 0.70002705 0.14622696 0.42555814 0.31930782 0.5573347 0.63928259 0.56847242 0.27699881] [ 0.14305563] [ 0.15342611 0.55976179 0.61443455 0.42969415 0.52939115 0.77187442 0.38981498 0.44330241 0.51025954 0.59407095] [-0.65547644] [ 0.82615895 0.44213277 0.59284647 0.27345939 0.46480784 0.52525978 0.48075629 0.4582265 0.52969271 0.57098453] [-0.0073659] [ 0.40362058 0.27747258 0.62096234 0.24341298 0.56421673 0.53410089 0.51694685 0.58362954 0.47964322 0.44428094] [ 0.15784553] [ 0.18161699 0.56101324 0.46650347 0.46890471 0.39715242 0.71869234 0.36406563 0.42524371 0.43415243 0.48291317] [ 0.01763869] [ 0.75679679 0.46783492 0.60733123 0.23372727 0.42439002 0.53334191 0.57033634 0.55097465 0.42157239 0.42961953] [-0.75716709] [ 0.22752416 0.34227661 0.7290437 0.27452224 0.45268307 0.61971726 0.48635212 0.44487993 0.44139332 0.32761049] [-0.39698676] [ 0.39873757 0.5793029 0.44936687 0.49753521 0.410362 0.45617613 0.49316713 0.58603744 0.45415316 0.51116711] [ 0.09600071] [ 0.41480378 0.70720755 0.27317668 0.59042727 0.42131368 0.6707255 0.41379338 0.45967401 0.49065009 0.57226172] [ 1.77869786] [ 0.69435752 0.57099987 0.50867448 0.48961641 0.17711444 0.32639853 0.5046532 0.77681998 0.57062182 0.30129751] [-0.4710705] [ 0.3925636 0.75317479 0.32861247 0.5714173 0.36049329 0.59601898 0.32293324 0.51548726 0.54456983 0.62914531] [ 0.31236374] [ 0.65580974 0.56882333 0.52623222 0.49785825 0.3749462 0.4420805 0.57377495 0.61493114 0.53569313 0.53521484] [ 0.05468658] [ 0.49086023 0.61010865 0.5560673 0.42000772 0.56419676 0.64919382 0.44574281 0.48621347 0.48379687 0.62790142] [ 0.24247892] [ 0.20278745 0.56921415 0.5812392 0.38473169 0.55384377 0.78309647 0.41016341 0.34196248 0.55234602 0.61929247] [-0.25069412] [ 0.31837152 0.49446697 0.67125215 0.3288419 0.42366706 0.71907479 0.43538141 0.47775836 0.5563752 0.52229181] [-0.17729076] [ 0.57292736 0.60612973 0.50719831 0.52191883 0.28287683 0.61817502 0.42642835 0.45624076 0.50938644 0.51141723] [-0.05683883] [ 0.33586551 0.50516102 0.4527135 0.39616306 0.40587865 0.46054662 0.48076245 0.51587098 0.5492301 0.25724174] [ 0.01990955] [ 0.18786777 0.49741122 0.52713616 0.60228475 0.45639434 0.8015635 0.34658876 0.51790453 0.48566365 0.4885399 ] [-0.08443356] [ 0.14452053 0.44276819 0.55565832 0.48913261 0.38865353 0.75002909 0.42309835 0.35860413 0.51484656 0.41245302] [-0.1073862] [ 0.39856873 0.69190793 0.39376042 0.5338121 0.41414853 0.51658626 0.37428312 0.46984354 0.52384282 0.70338351] [-0.6325607] [ 0.44340979 0.5983065 0.5045404 0.55407045 0.46205437 0.4520904 0.40574791 0.5777826 0.52109781 0.59121037] [-0.17770139] [ 0.18467792 0.49436479 0.44644788 0.57539614 0.46524419 0.62268438 0.38875509 0.41906324 0.44208886 0.46126077] [ 0.09881504] [ 0.50874042 0.59087951 0.47678134 0.39383827 0.32163267 0.39101741 0.59781473 0.69054733 0.6044717 0.26767582] [ 0.37373987] [ 0.44052458 0.56029244 0.4318516 0.60279866 0.24033296 0.41911335 0.45981719 0.52746277 0.55303758 0.34739549] [ 0.50712329] [ 0.17078421 0.4051977 0.62633122 0.37796065 0.54988667 0.83135166 0.3419752 0.37007614 0.31679218 0.57730465] [-0.46969872] [ 0.43412051 0.3673225 0.60159791 0.5065095 0.43166549 0.66735855 0.46285552 0.46742471 0.33703976 0.44360944] [-0.31057891] [ 0.50107403 0.50389978 0.5569371 0.50039082 0.46703258 0.51464866 0.51072841 0.51293605 0.59094335 0.38654141] [ 0.22311062] [ 0.22219585 0.35486878 0.58487752 0.44049395 0.47867781 0.61400367 0.45567713 0.40201767 0.48266906 0.57037128] [-0.24028768] [ 0.19293459 0.5562299 0.49338371 0.51661088 0.31370405 0.59934124 0.41025111 0.55549393 0.52669322 0.37246288] [-0.09241319] [ 0.3905143 0.58327949 0.50061359 0.57459184 0.35474413 0.64769257 0.31187296 0.62635692 0.61425398 0.46203813] [-0.18670445] [ 0.44766276 0.47554636 0.48763082 0.41692684 0.46317721 0.61995111 0.47399976 0.46939012 0.39948747 0.38085518] [-0.15344993] [ 0.59335018 0.50484803 0.50641231 0.52077225 0.30131094 0.41017831 0.47100799 0.56865536 0.58623726 0.38013058] [-0.27974154] [ 0.2300535 0.50491008 0.44323173 0.41454425 0.37396222 0.57991895 0.47467689 0.46119281 0.48885154 0.40798795] [ 0.74539053] [ 0.63781126 0.62894575 0.49405666 0.4771723 0.27766275 0.37121032 0.42713686 0.46092142 0.55953963 0.47181446] [ 0.25179353] [ 0.30633789 0.64692865 0.40938029 0.52662533 0.46376301 0.81876523 0.46729447 0.41380607 0.55775702 0.70084324] [-0.13906511] [ 0.63759667 0.67847908 0.4347743 0.54504306 0.27112665 0.32469985 0.51488846 0.56036287 0.65009088 0.48656537] [ 0.05954795] [ 0.34264325 0.67715895 0.53551301 0.55806508 0.49777498 0.70886843 0.42238643 0.4326858 0.58292714 0.64654258] [-2.06740834] [ 0.7708253 0.64485237 0.48400626 0.45199121 0.23030344 0.24864933 0.54676443 0.5288009 0.68510808 0.30545006] [-0.58290251] [ 0.41462548 0.62833114 0.47008273 0.52712728 0.29469206 0.539045 0.45372217 0.44030855 0.57876307 0.52659348] [-0.55738129] [ 0.43959008 0.64536645 0.48517677 0.70570782 0.48883417 0.54920519 0.48124825 0.53790277 0.57084397 0.70387757] [ 0.16195298] [ 0.49671132 0.64024906 0.51325536 0.60381906 0.33431139 0.46894545 0.48847265 0.60940056 0.62368567 0.42015361] [ 0.33028238] [ 0.24215324 0.45866797 0.580464 0.64026505 0.62778512 0.78862549 0.41725936 0.45150813 0.31981244 0.47166988] [-0.49576208] [ 0.59654412 0.71019041 0.46290398 0.47647599 0.37668209 0.43986929 0.4105295 0.54213175 0.66088503 0.69414396] [ 0.37668771] [ 0.48810449 0.61374449 0.61389051 0.41166077 0.48899574 0.58640894 0.46450764 0.5759021 0.45925152 0.51024426] [-0.07812612] [ 0.16820528 0.55555396 0.47068702 0.48656954 0.36428095 0.524138 0.42621461 0.54157988 0.53050828 0.36788587] [-0.0491445] [ 0.42332718 0.36441605 0.63940339 0.31864379 0.50213274 0.67536642 0.43141784 0.64274842 0.54998853 0.45938187] [ 0.00773618] [ 0.23834473 0.68136816 0.31748684 0.52724532 0.3036185 0.64263 0.39587742 0.58460336 0.62001568 0.44436319] [-0.40480995] [ 0.34211462 0.43396121 0.51056358 0.54030891 0.50752436 0.47208198 0.41347359 0.48802227 0.44888478 0.40054488] [ 1.66286937] [ 0.76258661 0.47979925 0.68960911 0.30008854 0.40964629 0.27638405 0.63268752 0.68103953 0.52208991 0.35313899] [ 0.12975537] [ 0.19489791 0.63969555 0.41182584 0.53119156 0.42397364 0.72446007 0.3394944 0.61585437 0.55455759 0.53843353] [-0.46613425] [ 0.61296295 0.35421513 0.61058526 0.37301157 0.57195754 0.54212762 0.53641508 0.42737955 0.38466961 0.42715345] [-0.07319108] [ 0.24415428 0.46935958 0.58008054 0.46284743 0.52651475 0.78329982 0.38867121 0.46952531 0.46765148 0.49892203] [-0.24148678] [ 0.34516536 0.70575162 0.28971945 0.62201824 0.39507437 0.73724496 0.48933024 0.57949268 0.4483912 0.4762971 ] [-0.11669802] [ 0.55187981 0.49429205 0.49081081 0.56511818 0.38070709 0.56662866 0.539321 0.59010476 0.42796275 0.45392708] [-0.12246659] [ 0.138029 0.5805294 0.54731428 0.53842291 0.44110351 0.69965784 0.40639431 0.38980044 0.5163841 0.44544036] [-0.24194614] [ 0.77875481 0.54239163 0.68710066 0.28709393 0.35392512 0.30301765 0.62860449 0.6488919 0.57426235 0.29304661] [ 0.28734555] [ 0.52426567 0.57914 0.43942878 0.39958612 0.32503124 0.38032268 0.53589771 0.50281992 0.60340406 0.42654733] [ 0.08055867] [ 0.16685191 0.36329972 0.73561172 0.32854662 0.5004836 0.73919217 0.43513503 0.33762174 0.35601498 0.32517619] [-0.40743132] [ 0.501046 0.46484238 0.61917585 0.25025883 0.41036909 0.5182412 0.5117783 0.74651636 0.51805091 0.32562915] [ 0.63432244] [ 0.1754222 0.63099358 0.4747711 0.51308463 0.63783086 0.78595178 0.29979616 0.44769604 0.35732506 0.62348004] [ 0.88892319] [ 0.37255269 0.53411055 0.45292595 0.50980625 0.33433715 0.51110951 0.42493118 0.46754599 0.55409717 0.44196645] [ 1.36460769] [ 0.73237632 0.53051423 0.64665927 0.27336528 0.44934327 0.35596752 0.57129219 0.46229738 0.58855601 0.35334062] [-0.49047088] [ 0.20540453 0.44523583 0.52978952 0.60992807 0.34762481 0.63630972 0.46845911 0.5605768 0.50710649 0.23833323] Progress: 78.6% ... Training loss: 0.295 ... Validation loss: 0.465[-0.29742903] [ 0.45688285 0.48445107 0.604268 0.31253185 0.45815927 0.41703654 0.49098415 0.39792454 0.56882739 0.29799272] [-0.49810173] [ 0.65342198 0.49675012 0.51314373 0.52612328 0.46162007 0.49125675 0.52322511 0.55222907 0.55753722 0.60114092] [-0.01636021] [ 0.35686744 0.38330057 0.53279062 0.41166895 0.49733739 0.61745979 0.48304267 0.56718999 0.47656644 0.39992127] [ 0.21710942] [ 0.43661942 0.73230937 0.32570114 0.6825696 0.22699352 0.60177363 0.34227905 0.52855709 0.62110125 0.56815127] [-0.15282712] [ 0.77072801 0.44971322 0.54390208 0.43729913 0.30444532 0.49744351 0.43500771 0.46827838 0.57657392 0.43439253] [ 0.2746845] [ 0.09467226 0.15347192 0.72418233 0.33300613 0.60294162 0.68496945 0.36969027 0.21690957 0.28668863 0.26912033] [-0.08890723] [ 0.45235076 0.6759877 0.40763631 0.56825373 0.47492252 0.50093197 0.39088033 0.3435111 0.41924265 0.73080531] [ 0.70137011] [ 0.13747895 0.60821539 0.47854496 0.60701759 0.32642305 0.55138453 0.40936568 0.51579879 0.64800283 0.33966245] [-0.17102007] [ 0.35397253 0.64102794 0.32145824 0.6559958 0.32910648 0.59161581 0.36129708 0.42429506 0.54554447 0.54764033] [ 0.14018745] [ 0.31545897 0.68243802 0.42375808 0.51682712 0.36796355 0.67033057 0.49071832 0.597879 0.51484421 0.56156752] [-0.60310512] [ 0.78304958 0.80875967 0.50681678 0.34383555 0.38345979 0.48685277 0.61282838 0.52806614 0.62985017 0.71071054] [ 0.11604193] [ 0.25891282 0.34087113 0.59081978 0.55626743 0.37534178 0.68695571 0.40030652 0.43317912 0.50503846 0.36514819] [-0.97949576] [ 0.28835713 0.42531835 0.63859705 0.3180935 0.35715924 0.4668192 0.51908126 0.61534321 0.50874283 0.48798105] [ 0.00501916] [ 0.17435036 0.48946591 0.55068588 0.45594861 0.49111659 0.63475075 0.4113335 0.3271393 0.36659396 0.45749436] [-0.43520933] [ 0.23331273 0.35276216 0.66999681 0.37970453 0.4849399 0.4760045 0.42048132 0.34874632 0.48490813 0.26812164] [-0.18415413] [ 0.70079501 0.40904548 0.67581998 0.32213431 0.53352481 0.50192658 0.47918182 0.509401 0.51047948 0.39333967] [ 0.04138476] [ 0.57160004 0.60911732 0.51300671 0.33963921 0.38576202 0.48648061 0.55526288 0.58214549 0.54571761 0.41887899] [ 0.47132269] [ 0.58294872 0.75039202 0.39759598 0.51203492 0.19738458 0.3024321 0.44359369 0.55097225 0.68157264 0.38357529] [ 0.63897349] [ 0.57560836 0.54914808 0.55093329 0.53200515 0.28502986 0.49793411 0.40951791 0.53132218 0.57351204 0.52666521] [-0.37382648] [ 0.37426201 0.28930503 0.64319701 0.37944747 0.37121708 0.66037526 0.39703438 0.39279029 0.34578414 0.30544995] [-0.1109333] [ 0.41720505 0.28731267 0.69499103 0.38510202 0.36383157 0.63119389 0.46022117 0.48493102 0.49405674 0.31081585] [-0.01409702] [ 0.58411474 0.52260495 0.42476131 0.43050585 0.47247221 0.57033962 0.43443043 0.43873558 0.49438588 0.61255996] [ 0.11039111] [ 0.25489843 0.61522839 0.58936778 0.38014777 0.55193472 0.66027081 0.39461588 0.33211675 0.54782371 0.50297482] [-0.13962093] [ 0.19339959 0.51809989 0.45984751 0.56318828 0.39665791 0.71206885 0.386751 0.45336894 0.58121824 0.48777064] [-1.09438751] [ 0.4956131 0.67791834 0.56099927 0.49974178 0.40064765 0.4492524 0.44908195 0.62044188 0.54622098 0.40422308] [ 0.5656555] [ 0.13860643 0.53414185 0.61145009 0.44078255 0.59501012 0.79428178 0.43509363 0.27797361 0.45369998 0.53924787] [-0.1006717] [ 0.56685906 0.28460408 0.70104226 0.26106292 0.52829638 0.39172752 0.51778492 0.3678537 0.46875937 0.25163722] [-0.14532165] [ 0.23226411 0.35306687 0.62584773 0.37015667 0.45575021 0.49154457 0.50990728 0.49263631 0.4679294 0.30117979] [-0.54448903] [ 0.40705064 0.43555751 0.61270166 0.34653928 0.44391385 0.57034383 0.57299438 0.57484673 0.46586753 0.40255211] [-0.04337171] [ 0.22783219 0.47858454 0.58327661 0.45822934 0.43408367 0.65932318 0.31868029 0.47756407 0.49309962 0.37613437] [-0.59009911] [ 0.48175204 0.51596189 0.63178509 0.23203071 0.58285707 0.47539639 0.48784868 0.44441813 0.43272723 0.53394964] [-0.52335761] [ 0.65905791 0.65787386 0.51313518 0.45729455 0.40140006 0.39257682 0.46569442 0.47051967 0.65792611 0.58322369] [-0.02849534] [ 0.4139616 0.41869991 0.62240607 0.36074946 0.62167298 0.64537755 0.43713379 0.31664281 0.34653182 0.61217446] [ 0.86338414] [ 0.59652453 0.73262217 0.56870234 0.4796269 0.44238038 0.56116386 0.41876383 0.54024105 0.67670899 0.61061262] [-0.02848251] [ 0.21213364 0.64014085 0.38872372 0.57560814 0.2689244 0.70088606 0.35122672 0.5758205 0.51102065 0.48671022] [-0.25161391] [ 0.33637604 0.74915524 0.3302961 0.62272674 0.34864865 0.5821121 0.32961089 0.44646388 0.50099682 0.59932802] [ 0.22898078] [ 0.64112615 0.52608285 0.58787215 0.31009186 0.41315381 0.49606274 0.59829223 0.48990885 0.56597843 0.52105986] [ 0.26276682] [ 0.41711223 0.68135923 0.51460946 0.71645574 0.38349886 0.70755202 0.32932463 0.45353572 0.48308195 0.61102147] [-0.77175304] [ 0.44428589 0.4817691 0.60027155 0.43648357 0.44461856 0.57701549 0.50558134 0.55656193 0.3801285 0.45052567] [-0.38526474] [ 0.69145044 0.64693168 0.49040566 0.35476216 0.29438198 0.36265358 0.50954511 0.55481733 0.54201237 0.50628746] [-0.59301942] [ 0.52836812 0.50802142 0.67532712 0.28143355 0.58577593 0.53227188 0.43140518 0.47720077 0.50737389 0.5789546 ] [ 0.26437513] [ 0.26030254 0.54588107 0.54544408 0.46803058 0.36231494 0.61571094 0.46482469 0.52050395 0.50705501 0.42970966] [-0.32212084] [ 0.74052786 0.67168711 0.55662353 0.47212699 0.43872249 0.54235002 0.51569303 0.51892991 0.5657736 0.54163352] [ 1.08710064] [ 0.40482105 0.7378857 0.43461431 0.50642179 0.20843631 0.43133469 0.47421597 0.64720563 0.5768844 0.42376824] [ 0.35336716] [ 0.56873434 0.66318437 0.42936721 0.63696398 0.25751317 0.36424517 0.49865625 0.48706508 0.5945169 0.56131636] [-0.1657123] [ 0.6820235 0.66069143 0.49774826 0.37101096 0.32869025 0.41086489 0.50520912 0.46509171 0.64615727 0.43978636] [-0.34809631] [ 0.61654456 0.51798187 0.52797457 0.39355033 0.42353606 0.56997307 0.5042286 0.57314956 0.51351511 0.47412481] [-0.39291323] [ 0.49390064 0.69986519 0.36464119 0.63925854 0.31951565 0.56426928 0.34350861 0.42675877 0.54982175 0.60295045] [-0.3183234] [ 0.58170223 0.54118558 0.55156201 0.35402442 0.44220185 0.70440201 0.40844789 0.68441806 0.6330032 0.55920038] [-0.57618836] [ 0.56550798 0.72126856 0.40923821 0.61857442 0.24324037 0.59048779 0.39283542 0.39060634 0.56242295 0.58973398] [ 0.02165334] [ 0.30256391 0.52945715 0.53854289 0.50531128 0.40322806 0.73728643 0.48013431 0.38889347 0.57740352 0.64330945] [ 0.22336566] [ 0.16281054 0.62173595 0.48528418 0.43267086 0.52174302 0.65336829 0.31816933 0.39464625 0.41439483 0.60113957] [-0.00341021] [ 0.61159499 0.35873083 0.66608904 0.45041443 0.54840592 0.47831108 0.46391975 0.54651744 0.51735814 0.34313062] [ 0.3977639] [ 0.7469064 0.54756266 0.56369849 0.39707238 0.39366273 0.38943654 0.62991158 0.56964854 0.59195828 0.34865375] [ 0.00848237] [ 0.3720584 0.74032433 0.3492198 0.66344405 0.41427457 0.52476094 0.35834615 0.37873329 0.45799667 0.73842407] [ 0.09070774] [ 0.23795599 0.4788305 0.58084866 0.4278431 0.49744103 0.69205598 0.34509409 0.40566083 0.3752527 0.56537704] [ 0.15964122] [ 0.35452001 0.31804656 0.57959912 0.41535147 0.57180764 0.59968178 0.48830852 0.49818796 0.457878 0.34498779] [-0.50702197] [ 0.48402964 0.61712238 0.52271103 0.44631559 0.43851844 0.48519745 0.44859186 0.54109542 0.5121877 0.5532066 ] [-0.02877287] [ 0.3305808 0.71622664 0.43317493 0.63239729 0.52621528 0.69286452 0.53433023 0.49168119 0.53189297 0.62011862] [ 0.53083632] [ 0.25950064 0.65000791 0.45414445 0.66560605 0.35591577 0.75960058 0.40915793 0.43127661 0.52781002 0.61473884] [-0.74989036] [ 0.82461555 0.645959 0.61890231 0.41906524 0.48054806 0.55019042 0.60025377 0.51703008 0.69200522 0.62262314] [ 0.32679366] [ 0.33439219 0.78309384 0.32875439 0.59140697 0.41050099 0.65266547 0.31407357 0.45849398 0.54245341 0.72340779] [-0.15291264] [ 0.29922252 0.56143037 0.35813718 0.63307531 0.43386528 0.63818082 0.3677875 0.61002692 0.53729364 0.57927942] [ 0.41418738] [ 0.23853066 0.62962546 0.47061566 0.68600434 0.4527204 0.71227393 0.36982017 0.39389288 0.56818362 0.56735678] [-0.60596431] [ 0.53951259 0.68752832 0.43784234 0.49595626 0.29951413 0.64255449 0.42943682 0.3796416 0.63899755 0.61578922] [-0.71281717] [ 0.66229774 0.64053529 0.5211931 0.45492001 0.50663939 0.51114436 0.5944164 0.49728202 0.58506057 0.564615 ] [ 0.79554169] [ 0.61552372 0.69582065 0.44635164 0.42870704 0.22371422 0.38104669 0.56174039 0.76641047 0.65656423 0.33447007] [-0.25248534] [ 0.50686227 0.68250901 0.4549788 0.67557437 0.43016859 0.55367398 0.40956158 0.55234055 0.59828739 0.49973303] [-0.50554912] [ 0.51901668 0.653958 0.63005613 0.32138922 0.55559257 0.45732063 0.51122309 0.49622754 0.53112244 0.63684451] [-0.46937297] [ 0.41251247 0.62189148 0.48687113 0.4861878 0.44024297 0.69963929 0.51038755 0.4501264 0.61442204 0.544752 ] [-0.31138553] [ 0.29421179 0.56492274 0.4352647 0.61689774 0.28977408 0.59369826 0.49754769 0.61114688 0.47925141 0.33850121] [-0.08376959] [ 0.5759338 0.62559831 0.5143902 0.41939961 0.30474165 0.33907416 0.5398262 0.51109529 0.56034069 0.4354893 ] [ 0.34814477] [ 0.27760789 0.43924138 0.50033861 0.48300679 0.40568214 0.64285231 0.43782787 0.67167124 0.47947845 0.36065339] [ 0.22579196] [ 0.74055237 0.60002888 0.58702725 0.31254931 0.45680412 0.47552287 0.71290276 0.69242591 0.5511441 0.43929952] [ 0.09070774] [ 0.23795599 0.4788305 0.58084866 0.4278431 0.49744103 0.69205598 0.34509409 0.40566083 0.3752527 0.56537704] [ 0.17073374] [ 0.38539081 0.72886077 0.44053479 0.68926633 0.39929084 0.69783526 0.43958533 0.53838691 0.55479 0.58773682] [-0.12980838] [ 0.27462647 0.61603527 0.33480745 0.45390317 0.42078674 0.70470396 0.3870036 0.5669267 0.54182397 0.46896571] [ 0.99021534] [ 0.7584771 0.5480553 0.51649019 0.26257263 0.38820157 0.48548366 0.62428162 0.66117332 0.59521779 0.46466576] [ 0.00609279] [ 0.3694029 0.78461152 0.37724547 0.61783199 0.26567379 0.61094896 0.41755619 0.48611255 0.68104414 0.60293652] [ 0.15293219] [ 0.27731303 0.36346575 0.71858255 0.35612153 0.46214097 0.69728701 0.41097566 0.44534326 0.49462937 0.45750027] [ 0.16887856] [ 0.12800279 0.64396262 0.54546631 0.53003849 0.3159284 0.71250628 0.33333307 0.49600256 0.49547179 0.49850646] [-0.55584502] [ 0.72484918 0.52290591 0.58336332 0.30869968 0.43289362 0.47576746 0.58984506 0.48351165 0.46964577 0.39578114] [ 0.27993827] [ 0.36560618 0.62912965 0.37882308 0.49193941 0.4006016 0.48515985 0.44544216 0.60234975 0.49351998 0.4751331 ] [-1.12616163] [ 0.32711533 0.23281509 0.80182535 0.15149479 0.44396692 0.53299434 0.48908051 0.4739717 0.37725768 0.23725666] [-0.00864232] [ 0.5298529 0.71409152 0.46538599 0.4694293 0.36117203 0.67740954 0.4234316 0.48936043 0.52348054 0.66385337] [ 0.59580316] [ 0.08458405 0.50745303 0.58419847 0.59512092 0.41858429 0.85206828 0.35565826 0.32851107 0.49528801 0.51882911] [ 0.86558283] [ 0.70510635 0.55352905 0.53038544 0.4281493 0.2436939 0.39791233 0.45162759 0.40464931 0.51992272 0.39751721] [ 0.27160963] [ 0.62993565 0.44177428 0.50611793 0.31617081 0.37605858 0.286801 0.53497984 0.65329274 0.5115031 0.2611624 ] [ 0.00821688] [ 0.4003299 0.58454069 0.42645736 0.55452216 0.33884646 0.58805613 0.39594989 0.50022912 0.5001899 0.45789564] [ 0.81166142] [ 0.66153761 0.60192987 0.52900918 0.37117003 0.47734006 0.41833008 0.60101999 0.46908554 0.64040059 0.45849356] [ 0.16164918] [ 0.6575554 0.75484355 0.41551613 0.52810711 0.34657201 0.37154998 0.50157576 0.50620665 0.62262055 0.69248699] [-0.17308856] [ 0.72027654 0.54010597 0.5705959 0.25274244 0.40078157 0.54747969 0.55790327 0.55885222 0.45351426 0.4485523 ] [ 0.41735498] [ 0.69054501 0.48068743 0.56604567 0.29579578 0.37148355 0.24129492 0.51544829 0.49389671 0.51419215 0.40060621] [-1.29395398] [ 0.44421155 0.64482112 0.50175846 0.50884443 0.2252598 0.39534964 0.42157188 0.56927903 0.49614813 0.36345595] [-0.00715305] [ 0.62901499 0.73813771 0.44824011 0.54537826 0.14123733 0.2579442 0.49494396 0.7276403 0.65587499 0.30921454] [ 0.02451252] [ 0.43512617 0.55289807 0.45816548 0.58019936 0.39047595 0.50790885 0.44190169 0.41015663 0.50812268 0.40651142] [ 0.23886055] [ 0.26245657 0.76384488 0.44178591 0.72999296 0.36168483 0.76258112 0.34416975 0.53552786 0.5449961 0.65012973] [ 0.1300464] [ 0.68156751 0.51285891 0.5461538 0.41823293 0.33134033 0.39090652 0.4508312 0.36128078 0.5633098 0.43993153] [ 0.31718177] [ 0.42513596 0.78872058 0.3461556 0.73592489 0.2312909 0.48953556 0.45700355 0.49981196 0.63815485 0.69336235] [-0.16369909] [ 0.50746368 0.58015078 0.52738727 0.43630548 0.37220612 0.56398134 0.55855435 0.60560166 0.53306747 0.46290069] [-0.31140678] [ 0.4364267 0.655067 0.53868326 0.55308476 0.41840615 0.67364984 0.51776773 0.41965521 0.51903646 0.55084953] [-0.15339437] [ 0.52954571 0.59145989 0.47525375 0.61115335 0.19462811 0.36829513 0.42570457 0.51295107 0.6277678 0.32359863] [ 0.47148414] [ 0.55389879 0.56123281 0.53716869 0.3128809 0.36470911 0.49126417 0.50446727 0.73411116 0.64721184 0.32579494] [-0.15682169] [ 0.4047187 0.72483604 0.40084442 0.64579203 0.29159472 0.66188017 0.4080114 0.45168798 0.55239836 0.62598912] [ 0.16357287] [ 0.24661387 0.55876657 0.50099859 0.42407946 0.388851 0.71701304 0.38815196 0.49605123 0.38889208 0.4389094 ] [-0.57696536] [ 0.49296785 0.7389665 0.42451195 0.59216759 0.27448925 0.63086125 0.43219082 0.45611626 0.61021395 0.61408284] [-0.3589823] [ 0.39378851 0.35780978 0.59330062 0.2593803 0.544342 0.58390762 0.43553049 0.47763205 0.50183349 0.40308111] [ 0.03251643] [ 0.35439254 0.54579527 0.49695576 0.4664624 0.43436772 0.73180413 0.37434463 0.40038536 0.5027881 0.65055739] [-0.79609437] [ 0.63318125 0.52177347 0.53799067 0.45500312 0.34263895 0.3018507 0.5305831 0.48929722 0.60515288 0.37086653] [ 0.02835139] [ 0.14542631 0.28997801 0.60604445 0.63623197 0.40724152 0.76045874 0.44225641 0.414834 0.43531461 0.3323385 ] [-0.1589296] [ 0.35893434 0.67629845 0.55895443 0.61365615 0.44850974 0.6952264 0.41346235 0.51757325 0.49364735 0.57739051] [-0.05561559] [ 0.25523772 0.79566525 0.34678276 0.67113319 0.26825142 0.76318359 0.41356441 0.60575458 0.55097979 0.61033998] [ 0.32625785] [ 0.28092399 0.46177572 0.38861987 0.64551409 0.60182936 0.82825252 0.33645063 0.56737625 0.37232491 0.54501389] [ 1.18155166] [ 0.59356537 0.58885625 0.42123505 0.56937843 0.26257854 0.34590568 0.41867836 0.41522128 0.57867493 0.41757035] [ 0.38258032] [ 0.16960202 0.49287174 0.57250012 0.58671358 0.35872599 0.53579745 0.39191733 0.48319976 0.56663206 0.36709737] [-0.19832439] [ 0.3195139 0.5675108 0.53039754 0.4867333 0.51711845 0.58427652 0.43864011 0.27887536 0.42106124 0.47996547] [ 0.62391987] [ 0.26274834 0.3553044 0.59757194 0.39720714 0.42904454 0.53178658 0.38966391 0.35759013 0.49233942 0.27032985] [-0.54645399] [ 0.72212838 0.65323999 0.56665061 0.39785624 0.35121724 0.41667153 0.56262214 0.50811413 0.70748179 0.5194388 ] [ 0.04379808] [ 0.31035635 0.74537156 0.39703203 0.64840537 0.30331141 0.75465729 0.40826587 0.51452683 0.56580535 0.6675258 ] [-0.14126386] [ 0.41716573 0.72010451 0.37227664 0.63062593 0.49138459 0.7098708 0.48388296 0.48582534 0.44699112 0.59550656] [-0.79246563] [ 0.54285377 0.72090578 0.45979259 0.58782156 0.23385178 0.49626714 0.41408522 0.462763 0.56470937 0.53045781] [ 0.31815983] [ 0.56762977 0.4522725 0.48547355 0.47266187 0.37380076 0.33780091 0.53721468 0.49222242 0.54653406 0.37853912] [ 0.05989974] [ 0.13523123 0.27578349 0.73901322 0.31656883 0.50441334 0.73555542 0.50869324 0.40126103 0.34080811 0.40999548] [-0.88183775] [ 0.36392115 0.5976014 0.4702138 0.52540134 0.33969932 0.47131742 0.47398983 0.55061854 0.47863505 0.32871741] [-0.71305098] [ 0.37606615 0.50861177 0.47812633 0.5413633 0.4181172 0.55524092 0.40291133 0.5014139 0.36410903 0.4390096 ] [ 0.49449571] [ 0.77557576 0.54663403 0.55129838 0.25906663 0.43387262 0.42567213 0.57444851 0.56086052 0.56439721 0.40972169] [-0.06284165] [ 0.43655845 0.27188458 0.73211828 0.25584731 0.60842971 0.68325496 0.47500383 0.28023545 0.31675672 0.51595582] [-0.56519058] [ 0.58932386 0.55680566 0.47193549 0.43933735 0.46183381 0.49624705 0.44290818 0.44899974 0.49556996 0.39234268] Progress: 78.9% ... Training loss: 0.309 ... Validation loss: 0.480[ 0.53127375] [ 0.60002068 0.68149685 0.46560807 0.42124533 0.37763784 0.52254074 0.47631559 0.510584 0.57732783 0.62000339] [ 0.59091058] [ 0.13080855 0.58734669 0.3765719 0.57243827 0.36953242 0.71321122 0.32853246 0.44606469 0.41857117 0.71134281] [ 0.0388473] [ 0.52826641 0.55347732 0.45779609 0.46874415 0.35010183 0.59315667 0.40900567 0.58846886 0.6665537 0.4363646 ] [ 1.8704149] [ 0.76397102 0.63897422 0.51398874 0.40431495 0.21571264 0.29078958 0.55173072 0.62877827 0.63297596 0.35198856] [ 0.23084894] [ 0.14901235 0.56245217 0.58326273 0.46244831 0.37293193 0.74729281 0.40479453 0.36338664 0.55397164 0.47442515] [ 0.43444661] [ 0.17564455 0.49688197 0.48988749 0.52392816 0.45474059 0.66086524 0.37223556 0.34184814 0.45096177 0.48222087] [ 0.2148126] [ 0.72377562 0.45734514 0.5515206 0.38435851 0.38949442 0.33599295 0.56135864 0.55698088 0.54208137 0.26455371] [ 0.24312718] [ 0.38434446 0.63492249 0.47997092 0.71579319 0.36499961 0.74093283 0.46696212 0.52059084 0.46769958 0.55068258] [-0.15225574] [ 0.32529769 0.31904449 0.65545948 0.44770194 0.4073593 0.52107247 0.4995242 0.47301585 0.43080257 0.32345948] [ 0.09715293] [ 0.55325595 0.51458045 0.48822758 0.42386575 0.46795444 0.37271633 0.60980766 0.57976127 0.52446592 0.40854938] [-0.28451507] [ 0.34128875 0.66526893 0.36809352 0.50880382 0.36105574 0.486838 0.37737897 0.58036813 0.63190815 0.50360407] [ 0.12884307] [ 0.35430232 0.70570082 0.39122 0.57148919 0.47406384 0.5268664 0.36857838 0.34089082 0.42272054 0.73100392] [ 0.03038387] [ 0.44856649 0.797784 0.36764902 0.56919629 0.38340021 0.6879755 0.43927877 0.40199731 0.5766933 0.75178618] [ 0.67289578] [ 0.65787353 0.72810532 0.46427666 0.62583641 0.45843679 0.3775373 0.45306418 0.58375805 0.66475052 0.68924821] [-0.55499946] [ 0.55440332 0.50325935 0.43244285 0.55984888 0.4559123 0.38706684 0.44625956 0.25255916 0.40202377 0.56746414] [ 0.59832123] [ 0.63803936 0.75723083 0.39227232 0.53009582 0.27097044 0.37313265 0.49978899 0.55961152 0.66462995 0.5282005 ] [ 0.060038] [ 0.49925164 0.58500525 0.44018394 0.41014714 0.37002398 0.60185872 0.54973876 0.7473687 0.50175411 0.4023447 ] [ 1.58890511] [ 0.81327133 0.58403754 0.62845508 0.43628228 0.39211057 0.29772384 0.58137882 0.69195915 0.61615575 0.30222913] [ 0.45940991] [ 0.17378654 0.55783911 0.40773835 0.57244996 0.45915966 0.75500973 0.40895464 0.3386771 0.49439826 0.47678292] [-0.09085623] [ 0.3583996 0.33432485 0.6993303 0.2974189 0.47685066 0.56873019 0.45517493 0.46597433 0.50705883 0.37792513] [ 0.28752686] [ 0.28786086 0.65531901 0.45635015 0.60732813 0.37597578 0.44404879 0.37518387 0.65173961 0.58616188 0.40582895] [-0.24521708] [ 0.39501351 0.76135021 0.52371654 0.61965641 0.3392549 0.71974849 0.46883438 0.49027851 0.55724129 0.60861969] [ 0.26651661] [ 0.37862914 0.57891619 0.55004185 0.41789574 0.42273068 0.69785362 0.45447414 0.43559297 0.40797272 0.5299306 ] [-0.12812713] [ 0.56038107 0.6591125 0.44895939 0.44798185 0.26803712 0.41559901 0.50654587 0.56378513 0.6256127 0.48385419] [-0.27551903] [ 0.16281514 0.40055608 0.63164123 0.3138473 0.51639925 0.59677836 0.43664354 0.38676255 0.42889646 0.31111844] [ 0.0594577] [ 0.1248744 0.35263441 0.50707234 0.67402923 0.37083637 0.63526331 0.33388699 0.47043134 0.40785952 0.38515335] [-0.47682594] [ 0.61217827 0.47978658 0.60517939 0.1655723 0.6700704 0.63235251 0.55586219 0.42976866 0.40452623 0.63115444] [ 0.1053905] [ 0.46746417 0.68850676 0.40302675 0.70794755 0.26568345 0.46701336 0.49467909 0.67229515 0.54809941 0.54537296] [-0.58548581] [ 0.81890964 0.80283981 0.48238107 0.49434534 0.39599934 0.50486416 0.60417539 0.53651846 0.68971741 0.68012101] [-0.12444053] [ 0.5119263 0.26218125 0.736059 0.23940134 0.59208854 0.53932906 0.48917278 0.34772913 0.326232 0.47157516] [-0.46080028] [ 0.69097397 0.52077263 0.55799764 0.51624927 0.4802206 0.35188153 0.56129257 0.51287708 0.57094458 0.39646117] [-0.19029814] [ 0.47365824 0.68754134 0.46853591 0.53361125 0.50982532 0.65038784 0.5016032 0.44256706 0.444251 0.63452155] [ 1.91328424] [ 0.46610879 0.55226307 0.52451421 0.45718155 0.35772404 0.44238056 0.49586683 0.65531557 0.46174117 0.37003523] [-0.10045993] [ 0.47267218 0.65246476 0.38718699 0.51829436 0.23984012 0.51468147 0.47546884 0.53655244 0.52312248 0.49202311] [-0.09948167] [ 0.45221015 0.51464218 0.65562527 0.31412141 0.53315448 0.56733123 0.45293774 0.54417923 0.46658197 0.55416053] [-0.08273073] [ 0.65460844 0.55774259 0.5816378 0.55995222 0.45738281 0.56371732 0.54453631 0.50281238 0.56970525 0.52255112] [ 0.03331302] [ 0.43227382 0.49136284 0.48890603 0.34244723 0.49025848 0.76980863 0.44512934 0.49180356 0.3500997 0.55618565] [-0.07318006] [ 0.70567936 0.48284131 0.47893573 0.46019577 0.36010923 0.34578399 0.4685517 0.37519635 0.59024646 0.46629201] [-0.13199032] [ 0.2767435 0.60266234 0.41243609 0.67030366 0.37483324 0.56770829 0.49938665 0.5402075 0.52446387 0.4684841 ] [-0.08070381] [ 0.41204682 0.46642981 0.60915977 0.32898716 0.40021158 0.47803499 0.45343625 0.43839295 0.41867553 0.42748528] [-1.16552125] [ 0.55489867 0.64434327 0.405255 0.41295859 0.33281197 0.38155774 0.51485618 0.67050721 0.59020383 0.40608516] [ 1.86364056] [ 0.50098457 0.47153302 0.57641111 0.44592388 0.46483101 0.45976416 0.4261327 0.52094138 0.58968938 0.35173327] [ 0.42097326] [ 0.59859222 0.76572774 0.44669676 0.53177152 0.35040987 0.5578967 0.58157193 0.59252859 0.62293234 0.56594563] [-0.8565049] [ 0.53578549 0.44655281 0.61868895 0.19432629 0.42800233 0.46711289 0.5129118 0.70826655 0.5655947 0.31915746] [ 0.99915402] [ 0.6621122 0.58430939 0.60373036 0.4016776 0.3956596 0.51572644 0.50325156 0.4745972 0.61353009 0.43121811] [-0.57636481] [ 0.33922872 0.56603164 0.5100351 0.55033933 0.34584223 0.54508755 0.38329483 0.47452117 0.4639011 0.44206138] [-0.17131414] [ 0.35891956 0.64141808 0.51634587 0.38302353 0.45113409 0.51769686 0.48323807 0.60214548 0.42577015 0.57799402] [-0.39109937] [ 0.43172066 0.80539648 0.30285116 0.7324401 0.27736347 0.45132464 0.37168959 0.37122299 0.55861154 0.66965659] [-0.3465223] [ 0.70540749 0.29087833 0.62495085 0.39283797 0.39481826 0.29438634 0.62028984 0.65656226 0.4369475 0.21343191] [-0.23021253] [ 0.34688178 0.76816052 0.26292702 0.71862371 0.36031843 0.61207686 0.38723723 0.59760317 0.51983481 0.67319837] [ 0.22924934] [ 0.63788368 0.57730658 0.50217296 0.41897708 0.27565781 0.36881294 0.5075028 0.58450536 0.53348149 0.4677663 ] [ 0.20744085] [ 0.3550585 0.48856176 0.5476534 0.50666739 0.33536252 0.68048711 0.4338012 0.62113415 0.38003923 0.36577117] [-0.05552644] [ 0.51038835 0.5941832 0.51406626 0.18481777 0.3192018 0.39520134 0.53763597 0.68225735 0.591755 0.30168446] [ 2.1025445] [ 0.58092484 0.48616725 0.52091046 0.48483045 0.32488846 0.33242832 0.57851675 0.68808004 0.56128209 0.18661373] [-0.25450802] [ 0.68341211 0.5401376 0.57036438 0.35979175 0.35527837 0.41028369 0.5420488 0.4152211 0.5787453 0.47723003] [ 0.36708806] [ 0.71546883 0.58556802 0.55609019 0.45594562 0.39145219 0.49146916 0.41374378 0.31437297 0.56795362 0.56896165] [ 0.10211324] [ 0.36788626 0.36200704 0.56649839 0.31009534 0.43818907 0.61638685 0.40906602 0.50124617 0.44612993 0.34479622] [ 0.17394493] [ 0.47209149 0.68944807 0.45238095 0.57686018 0.39309406 0.41619843 0.60159838 0.54574356 0.61654465 0.53587846] [ 0.17524103] [ 0.19492456 0.38722367 0.61115511 0.41131374 0.60517798 0.79873467 0.402043 0.46526499 0.41923167 0.49074119] [-0.09495652] [ 0.5288487 0.63371615 0.49493307 0.50890193 0.47808289 0.47622571 0.54064851 0.49529888 0.58096056 0.60009461] [ 0.01729891] [ 0.36877997 0.456704 0.54454804 0.51792107 0.47950669 0.72774286 0.3465637 0.51192369 0.38887591 0.60630039] [ 0.65778688] [ 0.54462787 0.68842017 0.52083463 0.40203225 0.34854598 0.56542724 0.52412756 0.52278239 0.57318003 0.5930003 ] [-0.62368347] [ 0.45850058 0.46418707 0.52258929 0.50292707 0.44239467 0.46570339 0.45957262 0.4452162 0.46133517 0.55725534] [-0.02455447] [ 0.75715981 0.56963384 0.53019906 0.38048957 0.36808629 0.47645542 0.4961048 0.40556954 0.51249767 0.62582159] [ 0.14352999] [ 0.5233023 0.61381927 0.42353067 0.60420908 0.37281073 0.39848214 0.51797009 0.65587999 0.50328471 0.66783936] [ 1.26007554] [ 0.49546086 0.47669812 0.54357336 0.44121147 0.37163294 0.38300175 0.37541235 0.50094108 0.44690609 0.41270241] [-0.64592897] [ 0.78880766 0.53472605 0.55229557 0.30611927 0.42347386 0.39342753 0.50808839 0.43444065 0.45228567 0.63181023] [-1.42498416] [ 0.34432401 0.56351648 0.53994704 0.27525878 0.32067258 0.46487371 0.46388658 0.61219707 0.49547561 0.3246489 ] [ 0.452951] [ 0.47495599 0.35227666 0.57330699 0.4866346 0.59346877 0.68015134 0.47722124 0.35822319 0.29731558 0.49467551] [ 0.33621227] [ 0.16049661 0.52312531 0.40650893 0.47451509 0.39968673 0.72532852 0.3443194 0.36922748 0.42635242 0.48408547] [ 0.34352816] [ 0.28930103 0.72792285 0.45943326 0.57477008 0.36611705 0.76879396 0.46520143 0.53079778 0.47244768 0.617764 ] [-0.42778066] [ 0.43437579 0.7598127 0.32269494 0.58341812 0.35250203 0.58882708 0.33032284 0.51744416 0.55510229 0.63941731] [-0.39379238] [ 0.47303037 0.75204946 0.45061079 0.69071295 0.33951877 0.65306583 0.37065108 0.54472255 0.56056785 0.57233312] [ 0.16049763] [ 0.14591019 0.45812385 0.39833863 0.54485889 0.39421766 0.73145773 0.32108238 0.46344981 0.38659879 0.3953132 ] [-0.06270822] [ 0.33408567 0.34046918 0.71300203 0.2958105 0.49207072 0.57952855 0.54045205 0.44741351 0.47086977 0.26905733] [-0.00465517] [ 0.53942209 0.35436413 0.57090127 0.38345006 0.45177747 0.4789559 0.4583726 0.52977845 0.47387996 0.40762997] [-0.19192065] [ 0.64819398 0.39813759 0.62313459 0.48187898 0.40395762 0.28193032 0.53562927 0.69314074 0.52546929 0.21893593] [-0.44272919] [ 0.1692812 0.64747067 0.45630768 0.46949939 0.27869825 0.63865288 0.32388668 0.51088239 0.44089305 0.40163409] [-0.2934439] [ 0.68716787 0.71760728 0.52272993 0.51340824 0.30124281 0.45117793 0.46216473 0.38113608 0.67722586 0.58884227] [-0.00518343] [ 0.66874227 0.64586161 0.53391395 0.30086268 0.34195746 0.40874729 0.60346803 0.6709005 0.60552586 0.43254037] [-0.64504982] [ 0.34011987 0.72143921 0.39051382 0.58801209 0.34759788 0.56837476 0.49441334 0.52986191 0.47531422 0.49040197] [ 0.10820403] [ 0.16404453 0.52912811 0.59618755 0.33067565 0.47651019 0.65768829 0.42465911 0.47386524 0.43658587 0.5118872 ] [-0.27098218] [ 0.36016384 0.330395 0.4945964 0.57160169 0.48297045 0.61780433 0.37207169 0.47333296 0.39221928 0.41900025] [-0.37504925] [ 0.74327707 0.60479102 0.56649716 0.36519252 0.39876905 0.6081143 0.50385971 0.53115165 0.67999946 0.6736844 ] [-0.42182709] [ 0.20264695 0.3878812 0.5492209 0.61395824 0.40294368 0.56981731 0.36876752 0.4756125 0.5685807 0.29163405] [ 0.4816577] [ 0.18652706 0.41248245 0.64694461 0.44590078 0.46219745 0.81189411 0.37609141 0.41965586 0.33631544 0.49768898] [ 0.40203279] [ 0.1187956 0.39482077 0.56428793 0.50356581 0.47042867 0.79696342 0.37887074 0.39559274 0.34438627 0.38713992] [-0.38821464] [ 0.57924797 0.44335854 0.5408575 0.53844733 0.51317469 0.51334312 0.49425509 0.62397455 0.42826226 0.41569555] [ 0.47631628] [ 0.45646624 0.69645425 0.45939609 0.54924096 0.32109595 0.58841471 0.55760942 0.51513217 0.62801083 0.64160309] [ 1.00134884] [ 0.71970631 0.7113524 0.50918716 0.30334808 0.29768103 0.31920327 0.59005309 0.6363823 0.70406203 0.56502469] [ 0.02399407] [ 0.78311492 0.40702728 0.58453109 0.29417851 0.42728842 0.46558693 0.44865093 0.47813119 0.52763213 0.44862433] [-0.38992295] [ 0.21621647 0.48935307 0.55124983 0.6205733 0.39272304 0.60971872 0.34865699 0.50171645 0.58310485 0.42266415] [-0.14419495] [ 0.21932938 0.54283206 0.57455263 0.33693149 0.43167663 0.57017858 0.40973223 0.49296039 0.45179992 0.42333189] [ 0.40216589] [ 0.32454819 0.5686011 0.41466587 0.70258447 0.26022607 0.56544557 0.3198957 0.31557389 0.48473068 0.43016267] [ 0.69624965] [ 0.29417687 0.57000764 0.44974408 0.35091419 0.34609515 0.53122018 0.42365916 0.67494482 0.53527053 0.26489264] [-0.56236176] [ 0.77843887 0.65557259 0.47339971 0.41978723 0.32023235 0.36138841 0.51543482 0.40368556 0.66056302 0.53315164] [ 1.12247902] [ 0.26778813 0.46596373 0.50967734 0.52336784 0.27068286 0.53112245 0.46924766 0.64960301 0.6001906 0.20373416] [ 0.61677584] [ 0.73592455 0.43079565 0.61930542 0.27486684 0.46186239 0.36572061 0.55562493 0.44102187 0.4898789 0.34142453] [ 0.42702588] [ 0.18349013 0.35586245 0.51603384 0.39213727 0.53449875 0.80464418 0.38970409 0.34891809 0.3561094 0.46988949] [ 0.28159683] [ 0.43895438 0.53092537 0.47950837 0.53825099 0.36378454 0.54094198 0.36934248 0.44028547 0.48310334 0.49750107] [-0.11548349] [ 0.52650231 0.7299344 0.49429609 0.6321243 0.41829495 0.72020935 0.39809577 0.48444827 0.5168873 0.68131014] [-0.18135432] [ 0.34300012 0.67556462 0.31388015 0.70434052 0.41126529 0.67699509 0.40224141 0.53711014 0.49432154 0.54812248] [-0.14658401] [ 0.63576111 0.65508404 0.42191085 0.48940171 0.44152731 0.44505953 0.54368243 0.52601663 0.52176391 0.65608207] [ 0.15061152] [ 0.34536566 0.50322348 0.44008943 0.52887673 0.41048409 0.68411634 0.47000587 0.6566892 0.54607125 0.47174008] [-0.74899298] [ 0.75011181 0.47733649 0.61818976 0.33295987 0.45248605 0.44492861 0.54343423 0.43853174 0.61183171 0.49094393] [ 0.15098782] [ 0.33958848 0.17607223 0.80696906 0.32411411 0.55402149 0.71975452 0.47506674 0.30540082 0.26690725 0.29787093] [ 0.14535681] [ 0.41921598 0.40348392 0.64484365 0.26705098 0.43388312 0.56204617 0.45300785 0.59597158 0.52348463 0.34627921] [ 0.44347496] [ 0.47687109 0.51784236 0.43280073 0.30231809 0.39320028 0.43899387 0.51096623 0.62527113 0.55768415 0.25561787] [-0.52697614] [ 0.42135814 0.66379121 0.55704821 0.39480586 0.41190332 0.62574333 0.495875 0.43094699 0.45709775 0.48862827] [ 0.10640389] [ 0.37428079 0.51213582 0.52593764 0.45240347 0.43808659 0.53829351 0.46727741 0.51618023 0.49210518 0.41859822] [ 0.25709077] [ 0.77742614 0.55541969 0.62599003 0.38706129 0.46847012 0.47635505 0.57562708 0.57900981 0.57319176 0.50070151] [ 0.04033803] [ 0.22272771 0.56434609 0.41481571 0.34144379 0.35957489 0.71542544 0.32490245 0.38465897 0.38602874 0.45321124] [-0.48039267] [ 0.42682945 0.60030136 0.56367856 0.66628566 0.45207464 0.63801585 0.41094166 0.46741404 0.53742885 0.48209669] [ 0.03676372] [ 0.21146543 0.71486741 0.4519445 0.65874961 0.35453948 0.74606387 0.43932673 0.50652454 0.51907133 0.53110415] [ 0.33851082] [ 0.41679371 0.36143768 0.65409836 0.28289029 0.5319698 0.53471756 0.43613958 0.45449159 0.48674116 0.41813061] [-0.06879555] [ 0.19809465 0.29870984 0.71527817 0.30817658 0.46241703 0.70406643 0.4678535 0.44294563 0.36148627 0.35102232] [-0.06734163] [ 0.37491917 0.60231262 0.59778879 0.32719441 0.39548045 0.67256215 0.46489267 0.45664168 0.50501812 0.57493411] [ 0.03707286] [ 0.50962914 0.68204647 0.41757479 0.44313789 0.44929209 0.61258297 0.53583324 0.53753905 0.53578771 0.65406519] [ 0.02416208] [ 0.29282787 0.45656259 0.50296865 0.46067139 0.51402992 0.79528002 0.41454741 0.48185914 0.47453301 0.53646696] [ 0.08940073] [ 0.29275954 0.54061012 0.43539844 0.6188095 0.46250775 0.65299016 0.48425121 0.63612663 0.37763841 0.4193779 ] [ 0.99357017] [ 0.32819459 0.58787692 0.51735457 0.39494496 0.42895244 0.63122499 0.36994986 0.61836111 0.50983818 0.49487072] [-0.35525073] [ 0.38155897 0.64099836 0.49471599 0.55037628 0.4631009 0.65777254 0.58349279 0.46372956 0.6178383 0.50901096] [ 0.12446396] [ 0.62928862 0.50125247 0.48749853 0.37559894 0.32142151 0.39255924 0.53292579 0.49380381 0.59942773 0.38291688] [ 0.70278232] [ 0.22318129 0.62507782 0.43361598 0.43624564 0.34435208 0.60787531 0.35368296 0.53748125 0.46745338 0.49789144] [ 0.42623483] [ 0.69738489 0.70067324 0.46767364 0.49962291 0.26798918 0.33245803 0.47865637 0.50130601 0.5716852 0.5370808 ] [ 0.39394878] [ 0.36019395 0.51786035 0.63346636 0.41501027 0.45232897 0.63532581 0.44935346 0.54216038 0.59654158 0.53278986] [ 0.3893267] [ 0.17726402 0.39869281 0.49385833 0.38046662 0.48624436 0.72223935 0.39973686 0.29128781 0.42454078 0.47965927] [ 0.68672996] [ 0.09974043 0.54740852 0.56305066 0.60716304 0.32460631 0.8308823 0.29669399 0.38401138 0.43670499 0.50953705] Progress: 79.1% ... Training loss: 0.300 ... Validation loss: 0.484[-0.79250437] [ 0.31324746 0.53741789 0.58947423 0.60209257 0.39401267 0.43673509 0.36894747 0.55777455 0.60935509 0.30889581] [-0.14383028] [ 0.4720101 0.71384291 0.30782589 0.64061059 0.36237517 0.65495559 0.37547208 0.3876304 0.5471006 0.69301805] [-0.03643459] [ 0.19222894 0.34830772 0.59485771 0.48189633 0.46055156 0.60094591 0.41875134 0.44325009 0.39028854 0.56956674] [-0.46556088] [ 0.31808058 0.57829851 0.3761847 0.63810264 0.3946581 0.43765292 0.35190637 0.32639099 0.4352412 0.44755211] [ 0.32269655] [ 0.27449999 0.65080501 0.45109914 0.56166871 0.31230069 0.65853608 0.378004 0.45808231 0.47875947 0.59347332] [-0.43590425] [ 0.7714962 0.54697192 0.57321593 0.29907335 0.46104738 0.59707625 0.60771887 0.49445868 0.51200583 0.54772055] [-0.37349442] [ 0.34170667 0.51591429 0.51762203 0.44826291 0.51973755 0.60924455 0.49545645 0.39615984 0.35035205 0.50482993] [-0.2989689] [ 0.86068013 0.43632876 0.58395177 0.39022853 0.34965508 0.30274124 0.52394531 0.42391192 0.51229471 0.46932603] [ 0.08541176] [ 0.53574 0.65102653 0.43614192 0.593135 0.27116314 0.54064943 0.40408419 0.4031048 0.57700437 0.53672695] [ 0.0475285] [ 0.69883976 0.50733517 0.54124149 0.3379273 0.36181222 0.27233861 0.45054423 0.44703408 0.57573775 0.33993629] [ 1.12353341] [ 0.54392309 0.47870061 0.5835528 0.45330164 0.34595259 0.40349801 0.38813679 0.45027284 0.49259859 0.3643069 ] [-0.43018303] [ 0.53543624 0.59267224 0.56998181 0.63638502 0.39043098 0.59109647 0.36193243 0.4599053 0.47180972 0.48143427] [ 0.35788575] [ 0.74538668 0.54745859 0.56293611 0.39768708 0.39584705 0.39432876 0.62855486 0.56534161 0.59036174 0.35172816] [-0.28516052] [ 0.37700791 0.58636491 0.50701288 0.22860634 0.42429113 0.44779602 0.41032723 0.43415001 0.52453877 0.32919074] [ 0.45218113] [ 0.72421866 0.5261268 0.51562453 0.38683799 0.29523895 0.32042936 0.52028571 0.46152624 0.63093983 0.37119213] [-0.29126995] [ 0.42426098 0.53100399 0.61904112 0.30619953 0.51831517 0.64159561 0.47014593 0.33815974 0.55631075 0.48785457] [ 1.56601789] [ 0.5042075 0.60475295 0.51818214 0.40663929 0.41749696 0.46355283 0.50626961 0.58992124 0.49131222 0.46700859] [-0.34089743] [ 0.44460836 0.27477901 0.73632388 0.22711115 0.54202531 0.57342519 0.45111105 0.52538578 0.50500831 0.40059411] [-1.54295272] [ 0.65016431 0.6046773 0.5887491 0.37493806 0.44465903 0.30676624 0.56168506 0.64331629 0.63455234 0.2873498 ] [-0.22837403] [ 0.39040723 0.53420041 0.49068523 0.59519042 0.43614869 0.5400748 0.39751143 0.47180252 0.49602428 0.47082017] [ 0.11587882] [ 0.14077913 0.63567308 0.45339464 0.48245385 0.33753426 0.73039834 0.37329658 0.54655477 0.44784607 0.42544009] [-1.65045743] [ 0.2271295 0.55352884 0.56205475 0.53214602 0.22927826 0.4796664 0.4362493 0.61479707 0.61167585 0.20033689] [-0.18395759] [ 0.30850022 0.73949864 0.44323088 0.64895904 0.32497473 0.60904247 0.41129266 0.60601255 0.60139542 0.46101985] [ 0.13368964] [ 0.43874616 0.66699446 0.51862548 0.54069455 0.50343154 0.65730981 0.39731308 0.34910806 0.48605604 0.59861916] [ 1.11429718] [ 0.5566338 0.46155124 0.64383052 0.36344651 0.4329841 0.56053879 0.48808202 0.540747 0.49415586 0.44685351] [ 0.1548513] [ 0.29449747 0.67598099 0.49012597 0.52248709 0.56642698 0.75039163 0.35835977 0.50936194 0.46674773 0.67501606] [-0.2708369] [ 0.48274057 0.76750024 0.50656043 0.49962365 0.38578395 0.62638023 0.4803686 0.44904461 0.58186772 0.58675091] [-0.425121] [ 0.27471052 0.50427951 0.50718549 0.64794191 0.42283104 0.57763152 0.45413257 0.53551427 0.53080279 0.42189649] [-0.86505093] [ 0.50667325 0.80442289 0.333545 0.5360744 0.26321602 0.43418737 0.41804078 0.57278683 0.71019602 0.55105419] [-0.12940714] [ 0.51471314 0.43320993 0.68360668 0.30490947 0.28410947 0.50121427 0.51519726 0.68494001 0.52125308 0.2575502 ] [ 0.19579654] [ 0.64662714 0.69739188 0.43687202 0.29370214 0.40381577 0.63642247 0.53453264 0.41734742 0.57405767 0.6679344 ] [-0.5956055] [ 0.75498138 0.39123402 0.63118585 0.32795768 0.44247695 0.39033738 0.52305374 0.43977666 0.55957532 0.49669295] [-0.62754243] [ 0.71035467 0.5984544 0.51384864 0.54677039 0.33136506 0.45525354 0.43329693 0.47106735 0.62931423 0.66958481] [ 0.09939978] [ 0.24689094 0.52795883 0.48147717 0.61790551 0.49659626 0.7793758 0.48173083 0.50511911 0.32793892 0.51993535] [-0.27093588] [ 0.22015876 0.58966681 0.42189994 0.65503408 0.36930997 0.73947177 0.3289846 0.56499903 0.55882886 0.47751405] [-0.83671529] [ 0.66498804 0.68245721 0.46500203 0.46078489 0.30817984 0.47949924 0.50221039 0.50090408 0.59456719 0.63613862] [ 0.1703533] [ 0.17070123 0.45552213 0.67539889 0.37268716 0.39463722 0.75971257 0.42299274 0.41925261 0.38999803 0.3852035 ] [-0.16679331] [ 0.69739549 0.55890032 0.56669929 0.21851061 0.35777627 0.32035572 0.61013345 0.50974435 0.65855692 0.39361324] [-1.43374613] [ 0.39208163 0.72793584 0.44873659 0.44755567 0.30992505 0.43188299 0.57330773 0.70343168 0.62996083 0.32785184] [ 0.21668106] [ 0.29208567 0.66839725 0.45180292 0.74493587 0.39510736 0.69091315 0.32494229 0.43371411 0.49590901 0.55092531] [-0.0758547] [ 0.1691479 0.63641112 0.45960392 0.52199598 0.43817956 0.69288011 0.45913272 0.37554568 0.56867016 0.46515148] [ 0.47143268] [ 0.72197259 0.64536632 0.56019298 0.44847082 0.36799373 0.3911435 0.54840419 0.65228085 0.64894239 0.39291814] [ 1.74303825] [ 0.71950247 0.5498848 0.56052679 0.25156976 0.22589027 0.24961127 0.60233563 0.70549369 0.6185437 0.2927683 ] [-0.56142658] [ 0.30073045 0.61226603 0.4429056 0.55088748 0.32506747 0.59383281 0.40707044 0.46398349 0.60141743 0.52516352] [-0.08075549] [ 0.4093212 0.67994988 0.40908727 0.63301482 0.38265839 0.58873241 0.51139188 0.63651761 0.57403631 0.44126917] [-0.19481778] [ 0.48944109 0.64609847 0.40420317 0.63588587 0.39144227 0.43578842 0.53405546 0.56570096 0.54835315 0.71502309] [ 0.22250542] [ 0.29159794 0.55592106 0.48721451 0.51969799 0.43295786 0.77595396 0.40921027 0.59161547 0.44071169 0.4812169 ] [ 0.2468686] [ 0.2948406 0.77420601 0.26783043 0.71767599 0.37597653 0.73941811 0.37269754 0.59201761 0.45241122 0.60996453] [-0.16755893] [ 0.2299283 0.46834354 0.61656092 0.38596584 0.34920588 0.66426451 0.45657374 0.60770191 0.52482938 0.30824906] [-0.4312933] [ 0.36512731 0.7231559 0.39439573 0.65740802 0.35193174 0.64410838 0.51709131 0.67767893 0.57085384 0.48111144] [-0.37470883] [ 0.58580122 0.52952489 0.52696784 0.35791673 0.4360198 0.60847795 0.45236587 0.64220881 0.52215137 0.53600046] [-0.06716585] [ 0.67769547 0.56489692 0.56816543 0.35468298 0.35495159 0.26322011 0.53036161 0.65589226 0.64096828 0.24683597] [-0.14239101] [ 0.19225398 0.62692864 0.38712656 0.70303483 0.35954178 0.60953518 0.50493045 0.55997906 0.52144165 0.48729337] [ 0.57806499] [ 0.2799045 0.34200955 0.65846385 0.31611577 0.5668772 0.59902254 0.4414888 0.36678861 0.48778618 0.43596206] [ 0.03270897] [ 0.1567881 0.6665373 0.38707049 0.43285454 0.38234116 0.69615536 0.33547604 0.44216561 0.48417496 0.54609344] [ 0.62109882] [ 0.61868421 0.61961684 0.46663437 0.53276755 0.47700945 0.55137909 0.54359795 0.71430743 0.56648294 0.40461956] [-0.21761747] [ 0.66315735 0.66761701 0.46494347 0.37752213 0.29903601 0.40165399 0.51703717 0.52672848 0.60781662 0.50876283] [-0.06928198] [ 0.33652699 0.39569139 0.58582582 0.31461173 0.44361932 0.60343779 0.40235441 0.55823378 0.48964216 0.38599193] [ 0.9077827] [ 0.74641054 0.60969756 0.47940315 0.42819593 0.25273915 0.28992871 0.56709405 0.57283073 0.66331633 0.31863131] [ 0.4737304] [ 0.59948965 0.61546284 0.45868198 0.5604855 0.32322165 0.30288382 0.46632287 0.54479806 0.56811124 0.51477165] [ 0.13470687] [ 0.50939843 0.74492046 0.5186943 0.50482462 0.40004121 0.70646373 0.47758282 0.42452519 0.57496314 0.66806436] [-0.00576518] [ 0.14340152 0.58510885 0.37601958 0.51150175 0.35057806 0.61193524 0.36947088 0.44159859 0.50244574 0.34080174] [ 0.11277711] [ 0.20241191 0.46889358 0.56299517 0.39393306 0.50803989 0.73800245 0.38842981 0.49132688 0.45939361 0.57686038] [ 0.89893347] [ 0.69151291 0.39018985 0.65607961 0.20535696 0.31819537 0.26887347 0.57889089 0.67750389 0.48601922 0.18742508] [-0.17485715] [ 0.24243165 0.48789003 0.52560632 0.42680221 0.44075634 0.70563522 0.33285511 0.56489811 0.48190082 0.48489266] [-0.40490879] [ 0.3359141 0.44600149 0.48528451 0.31958131 0.44477099 0.43734668 0.44400293 0.45304236 0.45959087 0.55370516] [-0.02317521] [ 0.16713668 0.37702037 0.61632483 0.43104001 0.44765173 0.70448095 0.51158131 0.40294217 0.41662416 0.42693621] [-0.1564049] [ 0.55672404 0.55267032 0.55104194 0.44279697 0.32186762 0.41753563 0.53548983 0.58375769 0.55414779 0.32140083] [ 0.35077875] [ 0.76210955 0.48547286 0.57164944 0.37655924 0.32868987 0.48371742 0.52479748 0.4891177 0.55841022 0.48630332] [-0.11954387] [ 0.56314552 0.28449942 0.70039634 0.26103696 0.53052278 0.39878093 0.51579599 0.36301864 0.46677302 0.25410986] [ 0.95197486] [ 0.55750609 0.59144424 0.5377088 0.43710858 0.33102519 0.38173199 0.48952786 0.64370533 0.64251645 0.44848595] [-0.35620484] [ 0.56444091 0.69749021 0.44984385 0.46890627 0.40280886 0.46905581 0.5005122 0.4837985 0.72145019 0.69025834] [-0.2027586] [ 0.43560083 0.73394524 0.43787709 0.65531154 0.31468947 0.66871052 0.42008721 0.33088524 0.60801672 0.64922666] [-0.49432802] [ 0.70832631 0.62858255 0.44691459 0.37209259 0.37730516 0.41558652 0.45587979 0.54584679 0.69041326 0.51391075] [ 0.24491324] [ 0.5790467 0.49149165 0.55109469 0.40332464 0.42812014 0.52873005 0.4637364 0.49248286 0.4737288 0.54648488] [ 0.06460152] [ 0.1204615 0.41465102 0.45316948 0.52772513 0.41675775 0.73919264 0.29279173 0.44995206 0.39850221 0.39865583] [ 0.01102235] [ 0.32303856 0.5538445 0.4336552 0.73972279 0.47720907 0.73923055 0.50507094 0.43160179 0.50947928 0.53189345] [-0.35447124] [ 0.23944353 0.60984576 0.47161541 0.5979278 0.33632206 0.74596819 0.48454485 0.55508448 0.53237054 0.54063763] [-0.06851541] [ 0.30789286 0.72152873 0.43299218 0.60982908 0.30306237 0.56983344 0.5470178 0.63621309 0.55668898 0.49926705] [ 0.51352183] [ 0.88109511 0.75635644 0.56819286 0.37036785 0.31523005 0.28819196 0.69794314 0.69262104 0.7316392 0.38585756] [-0.59045642] [ 0.72606444 0.61814769 0.52569605 0.45661027 0.26841258 0.39724935 0.51371784 0.43447062 0.62591587 0.477149 ] [-1.91672602] [ 0.63467198 0.5319892 0.54179799 0.20420649 0.40015481 0.44594814 0.59404348 0.74618679 0.62959706 0.49502161] [-0.31689876] [ 0.33877343 0.64698942 0.40802829 0.66828576 0.4005451 0.6793912 0.47402732 0.6569941 0.56526781 0.45567959] [-0.34262529] [ 0.253902 0.3809251 0.47481826 0.47373015 0.43389609 0.58314 0.38480309 0.46537746 0.39119455 0.36365413] [-0.408075] [ 0.4961927 0.62989131 0.4066975 0.58395346 0.3690255 0.46921874 0.39841081 0.47932434 0.57373841 0.49110043] [ 0.02642133] [ 0.4692758 0.73046785 0.41684466 0.6068224 0.23483242 0.5582913 0.48738605 0.72223367 0.53191865 0.4619127 ] [-0.18449153] [ 0.35824436 0.55916788 0.63361486 0.32814026 0.52292495 0.64350394 0.44956346 0.388246 0.58958196 0.53097546] [-1.710016] [ 0.69770625 0.76200666 0.42458812 0.57891636 0.34937713 0.23487721 0.59210795 0.73089024 0.73153407 0.53313152] [ 0.55340836] [ 0.11953 0.77423101 0.36761446 0.63530777 0.42391229 0.74593387 0.28378726 0.4565733 0.49528101 0.725379 ] [-0.1236283] [ 0.41219485 0.63581967 0.39871549 0.69721831 0.38225602 0.62330302 0.42739732 0.57498963 0.47709419 0.67227717] [-0.00232605] [ 0.28230437 0.7768424 0.35221254 0.74651831 0.31747706 0.71503728 0.42604778 0.53104515 0.60807347 0.73182716] [-0.02846104] [ 0.38391047 0.64026847 0.30341806 0.59667001 0.25831855 0.49481245 0.38848721 0.42570114 0.56683168 0.40313765] [ 0.01346095] [ 0.52697811 0.6875837 0.50190668 0.62475631 0.39636911 0.63282618 0.48653542 0.63593595 0.57884558 0.60760163] [ 0.10172569] [ 0.33946709 0.3134152 0.72995787 0.22607234 0.64146181 0.71511892 0.49972502 0.22643106 0.3821496 0.56016664] [-0.40925498] [ 0.55949608 0.52601134 0.47070851 0.41213941 0.45328711 0.33730979 0.46931336 0.46622791 0.53055737 0.40361947] [ 0.74468212] [ 0.64875148 0.53562448 0.57114505 0.35837701 0.3629569 0.2901743 0.50353258 0.6339185 0.50652834 0.46373856] [-0.55386772] [ 0.77634326 0.4620857 0.56373014 0.33170762 0.43409666 0.54938774 0.44874476 0.476586 0.53628041 0.56442699] [-0.47029668] [ 0.360577 0.66894545 0.37939957 0.69874792 0.3829612 0.61856325 0.55836898 0.62244911 0.50269329 0.43168297] [ 1.43558112] [ 0.43886154 0.5354645 0.57859172 0.47192402 0.45450854 0.45029335 0.41094239 0.58822335 0.64396603 0.3956272 ] [-0.33104106] [ 0.28107466 0.51505001 0.45721701 0.56218436 0.39076086 0.60838551 0.45494927 0.5811676 0.54578782 0.4171981 ] [-0.80601225] [ 0.52548358 0.66204069 0.40856002 0.46903386 0.32371716 0.41787108 0.54893948 0.67064807 0.55283906 0.39181276] [-0.67513362] [ 0.32805115 0.60082144 0.45265536 0.63617195 0.30896789 0.63159418 0.457531 0.5276648 0.45199287 0.42135751] [ 0.09361979] [ 0.3135472 0.81735111 0.43689871 0.61515812 0.36812854 0.7397197 0.48468703 0.46740655 0.69194497 0.70071749] [-0.39017753] [ 0.3317144 0.62121489 0.48154947 0.52067235 0.33978016 0.66361951 0.42678177 0.50387203 0.51522851 0.51137859] [ 0.22453858] [ 0.28150353 0.43932685 0.50271884 0.47947582 0.40151202 0.63432597 0.44152388 0.67900771 0.48394159 0.35398311] [-0.58497723] [ 0.39794382 0.61684979 0.46163442 0.6662905 0.31608569 0.58830683 0.4234882 0.39271978 0.58046074 0.50168293] [-0.0531714] [ 0.23923823 0.66333668 0.42514455 0.45794221 0.35750416 0.52271283 0.42673349 0.63335706 0.62857055 0.45311048] [ 0.20765221] [ 0.17062437 0.29256892 0.71076651 0.39163459 0.42649596 0.74330537 0.34667974 0.33113807 0.33248769 0.34276346] [-0.12166411] [ 0.25564453 0.32957148 0.64915119 0.3491927 0.50896248 0.65229552 0.42555019 0.35560587 0.44079616 0.45272182] [ 0.69343219] [ 0.21747513 0.67531607 0.38428521 0.45593212 0.26938746 0.4763091 0.45189551 0.71092155 0.62481761 0.258036 ] [ 1.62506589] [ 0.78953612 0.56560346 0.54113097 0.25895276 0.31324996 0.18753109 0.54313699 0.65229407 0.61290547 0.38737952] [ 0.04370073] [ 0.25228864 0.48365873 0.43682191 0.44957773 0.45318876 0.69130009 0.38170699 0.46528291 0.46502068 0.48206422] [-1.09183974] [ 0.73047033 0.59261475 0.4222305 0.55576773 0.34079406 0.3559547 0.48112856 0.42234879 0.55398697 0.64163191] [ 0.21538269] [ 0.12823984 0.24377806 0.70536197 0.33375726 0.51432187 0.72519117 0.40567132 0.23977454 0.37739534 0.31970852] [-0.12934207] [ 0.42254755 0.73525693 0.50091756 0.62190851 0.34709147 0.59685625 0.36013835 0.53719789 0.57321081 0.54334952] [ 0.19673012] [ 0.26389822 0.25498499 0.77424644 0.28984281 0.45872927 0.62912093 0.38045703 0.4022476 0.43261181 0.29989066] [ 0.07773776] [ 0.63485791 0.73113988 0.470618 0.37915945 0.47813387 0.66950747 0.55599872 0.4352967 0.57044233 0.61499077] [-0.2435425] [ 0.28708139 0.47665429 0.55931033 0.63844191 0.59284911 0.61836615 0.35107935 0.44688481 0.50848179 0.40234485] [-0.2859814] [ 0.36329344 0.66113391 0.39945931 0.5428889 0.43351445 0.73774295 0.36454079 0.57844986 0.44751738 0.59402364] [ 0.15938412] [ 0.29327139 0.59396835 0.53508256 0.46815714 0.40712858 0.66818392 0.4797433 0.55044191 0.54009863 0.58412163] [-0.72635989] [ 0.52275683 0.83209842 0.32952924 0.54012423 0.33019792 0.61489826 0.42771924 0.51571856 0.67284557 0.70140021] [ 0.43684446] [ 0.79359096 0.52070748 0.58712172 0.42185831 0.31082886 0.3778631 0.45578832 0.4181622 0.63563464 0.46821241] [-0.11405878] [ 0.69480513 0.65401698 0.52871518 0.25757691 0.50693064 0.67415266 0.58111186 0.43913506 0.49777581 0.63864165] [-0.02742053] [ 0.40933535 0.18753244 0.78151204 0.31224968 0.33611683 0.4653828 0.53491032 0.6487691 0.38726057 0.16831486] [-0.32159823] [ 0.28568921 0.55918484 0.48777646 0.40489102 0.45600235 0.44529599 0.45125542 0.40587135 0.55901243 0.46060551] [-0.63929905] [ 0.39611224 0.66006066 0.45940052 0.59836011 0.29113698 0.56968876 0.39192387 0.42778779 0.49363417 0.48192155] [ 1.25933453] [ 0.69118718 0.58981698 0.48116302 0.51701109 0.26780262 0.41576239 0.43975593 0.44966027 0.65298868 0.43521987] [-0.68901438] [ 0.59152357 0.6314654 0.44272376 0.6281166 0.29123812 0.55759002 0.41881059 0.37824178 0.58305918 0.51468282] Progress: 79.4% ... Training loss: 0.299 ... Validation loss: 0.465[-0.08527967] [ 0.4764404 0.59230466 0.46884958 0.48921557 0.36805007 0.43626835 0.445073 0.51268311 0.58800462 0.60122526] [-0.45488785] [ 0.5102161 0.68969506 0.48607809 0.65925644 0.41884712 0.62768047 0.40645076 0.50411283 0.58522404 0.52352328] [ 0.88264161] [ 0.70736167 0.55356582 0.53126887 0.42722062 0.24414487 0.39820599 0.45284331 0.40615996 0.52146538 0.39609284] [ 0.02965442] [ 0.21816307 0.39505991 0.58778428 0.3489694 0.51856401 0.60634129 0.43969604 0.43307573 0.38751965 0.43972082] [ 0.15911846] [ 0.47757219 0.75961101 0.41208495 0.54250725 0.33760611 0.68971249 0.45118712 0.49427876 0.56705728 0.59881171] [ 0.27585001] [ 0.26576763 0.73210324 0.46471122 0.70727057 0.34307706 0.80074344 0.28036557 0.578448 0.51494049 0.65348131] [-0.45002075] [ 0.55745671 0.474037 0.6966541 0.20340583 0.53671468 0.6384055 0.45365462 0.52496446 0.40918426 0.50478651] [-0.37604113] [ 0.45096313 0.74238298 0.35435128 0.63881943 0.30630264 0.53863108 0.3990035 0.34160839 0.51991033 0.60089113] [-0.5508824] [ 0.53790847 0.80627644 0.40460373 0.61497177 0.44552844 0.56084 0.43916537 0.45760853 0.55369317 0.63869397] [ 0.76932346] [ 0.68157537 0.54156051 0.59769939 0.57516756 0.46063165 0.42048996 0.52654337 0.54114031 0.56598096 0.39622522] [-0.74118118] [ 0.76750518 0.68657936 0.56606057 0.47462563 0.46885738 0.481943 0.54553613 0.48062527 0.67560964 0.49360673] [-0.83352972] [ 0.62808072 0.51834701 0.70780451 0.16429122 0.51427542 0.33551635 0.53705175 0.6422414 0.53263332 0.44629613] [ 0.13944136] [ 0.24600304 0.58988252 0.50153594 0.57233378 0.43044695 0.8096231 0.45147952 0.55218148 0.44466504 0.54591345] [ 0.23725266] [ 0.38067906 0.51791524 0.5478885 0.42049497 0.52729742 0.73575857 0.41457431 0.39039545 0.44858926 0.62937312] [-0.39284228] [ 0.47608679 0.53312667 0.48552167 0.4222092 0.55850918 0.54959601 0.55004204 0.54550559 0.40512146 0.42259264] [ 0.34938345] [ 0.40398475 0.69547116 0.44837809 0.5712479 0.30853914 0.588046 0.53584737 0.63012703 0.53861213 0.50049541] [-0.27928578] [ 0.36937377 0.59053516 0.44884798 0.60474271 0.3604034 0.64535608 0.42646688 0.59334582 0.49931908 0.51532668] [ 0.29818201] [ 0.67947243 0.61217167 0.47164547 0.52101102 0.29311579 0.3181911 0.52625871 0.54519941 0.61912534 0.47058552] [ 0.24891916] [ 0.22524557 0.49472068 0.62571564 0.3586502 0.45965843 0.6035666 0.38732064 0.42183235 0.40978627 0.47030994] [-0.21181537] [ 0.37994501 0.5408758 0.5400419 0.41625541 0.5431665 0.65153625 0.40049994 0.35784328 0.4476948 0.51504732] [-0.39936422] [ 0.53870067 0.64460445 0.45433088 0.55555473 0.2953181 0.62751361 0.48601516 0.63715812 0.58324704 0.48452512] [ 0.43403323] [ 0.22097537 0.26271241 0.77932497 0.33705525 0.49365313 0.69881861 0.45807383 0.42838304 0.41972279 0.37089101] [-0.38527783] [ 0.76302794 0.57041295 0.59644104 0.46505559 0.41299414 0.45691056 0.52249874 0.3524474 0.62629309 0.54842319] [ 0.142671] [ 0.3085752 0.76462822 0.34068623 0.62492491 0.38521287 0.6169717 0.38755116 0.39076165 0.50688215 0.69916571] [ 0.1039247] [ 0.54747628 0.6996805 0.52656039 0.53040981 0.37961564 0.60305395 0.6387446 0.57194201 0.61867505 0.6277552 ] [ 0.14292601] [ 0.19294834 0.57696434 0.46759679 0.54275629 0.38660418 0.6723266 0.36880218 0.39073134 0.60748261 0.47917949] [ 0.17719537] [ 0.10635588 0.55343268 0.57656571 0.52197634 0.34284296 0.75563002 0.46893334 0.49288024 0.49870558 0.49316874] [-0.16723186] [ 0.60891074 0.52287303 0.67181323 0.24487095 0.55708566 0.56358693 0.60324849 0.5244007 0.47548413 0.58078573] [-0.03204772] [ 0.18518655 0.51495207 0.47763646 0.49399263 0.47824187 0.69341676 0.5893618 0.59573663 0.36986159 0.43627189] [ 0.48278809] [ 0.69544359 0.70544723 0.55544911 0.42052873 0.40063704 0.44178008 0.61299434 0.58484192 0.64459604 0.60025046] [ 1.72814104] [ 0.64421161 0.72998037 0.38304553 0.59676268 0.21110974 0.25561537 0.50351583 0.60803657 0.70612209 0.40202104] [ 0.29731685] [ 0.50432611 0.59460678 0.50667229 0.58271808 0.37683039 0.44656216 0.492115 0.64121107 0.5565856 0.36178981] [-0.1545137] [ 0.26009351 0.65400767 0.37209918 0.69359412 0.35891827 0.71849141 0.51196549 0.54529869 0.55662937 0.53039357] [-0.36155792] [ 0.65452033 0.64137639 0.45091346 0.49453041 0.23356232 0.44368397 0.46335683 0.57758606 0.63113257 0.44841009] [ 0.65413396] [ 0.74234235 0.4517238 0.60466076 0.27163829 0.38901537 0.31611886 0.54542938 0.57967563 0.56113881 0.3519398 ] [-0.69627681] [ 0.61432395 0.43989677 0.61680963 0.28191364 0.46422378 0.63840802 0.48750537 0.40929488 0.48195787 0.54346411] [-0.48939543] [ 0.37191833 0.68222803 0.36384977 0.58297839 0.25476422 0.41174616 0.50207525 0.64281918 0.58581773 0.34191548] [-0.14693201] [ 0.7538535 0.5748931 0.57867068 0.30650067 0.28882776 0.22747153 0.52484029 0.61751126 0.583596 0.30437456] [ 1.80029573] [ 0.76657056 0.63903275 0.51598553 0.40121534 0.21460701 0.28710998 0.55465468 0.63503817 0.63623885 0.34729841] [ 0.39289962] [ 0.1637625 0.37405603 0.65842398 0.37409089 0.4826664 0.83040703 0.41876244 0.37179468 0.34866277 0.45608115] [ 0.6226421] [ 0.34813491 0.45371321 0.56550242 0.41348279 0.44882112 0.40018776 0.46567519 0.48609782 0.45002473 0.58340527] [-0.23446506] [ 0.34525251 0.50331264 0.47952312 0.45035573 0.33303331 0.53004824 0.46584074 0.77055377 0.56758496 0.28929886] [-0.14691429] [ 0.40231333 0.33705885 0.51345641 0.60924361 0.48844293 0.68688259 0.46393116 0.55594216 0.37812839 0.40252289] [-0.06331196] [ 0.53011125 0.65843258 0.51440595 0.52004881 0.29595288 0.33390087 0.4564492 0.55717445 0.60824729 0.50246181] [-0.05209192] [ 0.50545096 0.66210724 0.44698196 0.58419346 0.34548665 0.43830256 0.42194724 0.64226078 0.61120178 0.4544002 ] [ 0.06332752] [ 0.43422301 0.6598558 0.49831784 0.50396698 0.27736892 0.50361845 0.51827258 0.63077225 0.57122229 0.37534862] [ 0.76921309] [ 0.68544604 0.59692696 0.5148199 0.47018164 0.2623655 0.41116287 0.48596188 0.51399911 0.53282576 0.42614521] [ 0.22032969] [ 0.39933648 0.55039098 0.55269569 0.4306557 0.36175228 0.53157241 0.52231052 0.62979724 0.45261329 0.37049241] [-0.18273243] [ 0.45784449 0.37951049 0.61372633 0.47048332 0.37574652 0.57258329 0.41487955 0.45480149 0.32333496 0.33894698] [ 0.62585896] [ 0.28633192 0.59287216 0.46948324 0.42145282 0.44579033 0.53099048 0.49749789 0.57190431 0.45515567 0.44510257] [ 0.18616326] [ 0.3157555 0.62422556 0.52993764 0.74690879 0.51885764 0.76038987 0.40920669 0.46189869 0.53650794 0.57806255] [-0.11921656] [ 0.73545214 0.71583047 0.5012794 0.45516124 0.34378237 0.5193041 0.52580347 0.63773936 0.62693768 0.56471427] [ 1.58606478] [ 0.64208644 0.62095084 0.40287904 0.46761011 0.35044925 0.24589376 0.5584914 0.55120584 0.68916939 0.27079509] [ 1.42868854] [ 0.55776295 0.57195844 0.58913395 0.51687578 0.38757547 0.57146154 0.41547767 0.52463844 0.47170661 0.4730305 ] [-0.14695062] [ 0.48842258 0.59007513 0.54097576 0.3229107 0.43761987 0.49846602 0.54707999 0.5964562 0.48952183 0.47780957] [-0.20499428] [ 0.43534936 0.39183897 0.63093669 0.39974964 0.50008773 0.62021232 0.45680645 0.53374992 0.39103852 0.39854166] [ 0.21346308] [ 0.69973281 0.66413739 0.56543649 0.3235927 0.43711499 0.48845882 0.61825168 0.52916636 0.65851759 0.53451562] [-0.67207057] [ 0.72138683 0.65693624 0.54217372 0.26464587 0.402213 0.41077511 0.57248279 0.51614518 0.61198679 0.57122222] [ 0.15380239] [ 0.56213397 0.49699914 0.46095681 0.49253589 0.31868933 0.34288097 0.45549588 0.50369271 0.55584633 0.41873482] [ 0.06068305] [ 0.46634982 0.70681805 0.44011626 0.6035862 0.35753417 0.7109738 0.46017406 0.35324277 0.58530503 0.68651919] [-0.19249811] [ 0.54995506 0.68799964 0.37688039 0.6822794 0.22960997 0.28994936 0.53191194 0.61535067 0.60693624 0.64319107] [-0.45157823] [ 0.39545771 0.47872328 0.44813217 0.50540524 0.41506855 0.57702658 0.42337716 0.49970893 0.37717742 0.45318786] [-0.53815401] [ 0.7249816 0.73208215 0.50663592 0.41612599 0.42666024 0.37317599 0.49358026 0.46097541 0.65612304 0.70263376] [ 0.95585625] [ 0.0997052 0.57906345 0.43062248 0.71511916 0.50437453 0.83064513 0.3721699 0.32065098 0.34476311 0.53895427] [ 0.00306319] [ 0.42412696 0.71718589 0.34673964 0.71753027 0.28759187 0.56240674 0.35969514 0.45045146 0.56768866 0.70914727] [-0.42621528] [ 0.78652633 0.62092277 0.5766034 0.41608408 0.41701186 0.54963268 0.52748323 0.55990971 0.5219013 0.56919889] [-0.45421617] [ 0.47433837 0.73744829 0.38851866 0.6535934 0.31253057 0.56748566 0.36239136 0.41289254 0.57341139 0.56045678] [ 0.17822693] [ 0.24455946 0.61352335 0.54199613 0.43687272 0.37845851 0.72549541 0.35958932 0.63173254 0.49357948 0.52309772] [ 0.31523988] [ 0.17423009 0.66129122 0.45340642 0.68184586 0.40931716 0.75602798 0.31023268 0.48290827 0.47881352 0.57646343] [-0.47029448] [ 0.39750878 0.3714968 0.63816018 0.40172689 0.54843989 0.67921256 0.5607312 0.44505729 0.39936901 0.44413091] [ 0.19243054] [ 0.37249847 0.70755182 0.4182767 0.69606856 0.35543439 0.65964551 0.40920348 0.36494503 0.56570622 0.72012458] [ 0.32613617] [ 0.28910389 0.30369648 0.73770304 0.2525594 0.38329318 0.60640765 0.42340477 0.38669483 0.34971291 0.26158073] [-0.66818821] [ 0.21764346 0.30673048 0.63883447 0.43058565 0.39886172 0.45658497 0.5213488 0.59275282 0.42187297 0.40326955] [-0.13646555] [ 0.35018703 0.53101973 0.58500199 0.4867098 0.46337489 0.71466772 0.48879012 0.46873095 0.38085955 0.53894756] [-1.31807725] [ 0.44167999 0.64046561 0.41050777 0.55627291 0.22782197 0.3334559 0.51756852 0.7443195 0.54027098 0.2718077 ] [-0.3985757] [ 0.37532907 0.42426814 0.48169076 0.60225755 0.36332812 0.62240229 0.44422448 0.47990032 0.4575853 0.41936182] [-0.2101322] [ 0.25925297 0.57711703 0.46395774 0.46228611 0.36999629 0.53539584 0.41617567 0.53000793 0.4873308 0.38415315] [ 0.08805589] [ 0.19844288 0.38729596 0.61338524 0.40665229 0.60061937 0.79285967 0.4057528 0.47504206 0.42392079 0.48233906] [ 0.08998984] [ 0.24804604 0.73329219 0.36321092 0.61005116 0.3311218 0.81221512 0.33781348 0.62362044 0.59308359 0.62616273] [-0.20633723] [ 0.68972767 0.49735975 0.56762347 0.37108647 0.36856195 0.34666651 0.50873048 0.48996504 0.48594251 0.41367743] [-0.55121028] [ 0.39773366 0.51504336 0.65705763 0.33899951 0.46805358 0.5452661 0.47162432 0.60081846 0.52343012 0.41465813] [ 0.08236878] [ 0.51653384 0.68559676 0.51311856 0.41579112 0.35934625 0.6016782 0.53727891 0.64362576 0.63904654 0.55662474] [-0.43351098] [ 0.43406222 0.71293908 0.37417911 0.58203793 0.41674063 0.42100499 0.38052495 0.37714382 0.46654918 0.64958614] [-0.24974663] [ 0.58767574 0.48966705 0.49982619 0.41782259 0.46122495 0.61187356 0.40369283 0.47277149 0.44883299 0.62323501] [ 0.37693692] [ 0.227931 0.58682976 0.39660834 0.48921707 0.53567159 0.79065786 0.35226004 0.58579747 0.46061325 0.73389061] [ 0.34300459] [ 0.24513396 0.53976584 0.51133417 0.49535847 0.48788119 0.76285827 0.37394225 0.42711687 0.42058337 0.62550351] [ 0.57820763] [ 0.63696087 0.47457159 0.66073766 0.40184338 0.50703001 0.47691602 0.64773498 0.4744345 0.5184889 0.41506429] [-0.16250927] [ 0.44443112 0.57973442 0.43296361 0.48496987 0.33221108 0.30864068 0.45295939 0.5627589 0.49026259 0.47501471] [-1.04076331] [ 0.59661384 0.66163481 0.48220777 0.56390752 0.27109695 0.48018087 0.45560805 0.48733272 0.54842859 0.53267583] [ 0.02550893] [ 0.19308251 0.65044509 0.47014379 0.64607837 0.40542346 0.7542318 0.45751225 0.52231039 0.48655274 0.52874979] [ 0.61608325] [ 0.84140821 0.45664797 0.51497651 0.27848513 0.38491321 0.30564124 0.55039293 0.39625858 0.6058341 0.37180268] [-0.63715891] [ 0.47778874 0.71863146 0.36383828 0.52077752 0.40604803 0.49784848 0.53893741 0.34599941 0.60131605 0.60696361] [-0.1547696] [ 0.31897988 0.67221858 0.51323452 0.35391098 0.47098134 0.46365153 0.45808857 0.59620538 0.58653511 0.45545226] [-0.57137962] [ 0.55589167 0.66117638 0.37650395 0.58285989 0.2705775 0.45345764 0.44510582 0.42064966 0.55294135 0.5913902 ] [ 0.20680327] [ 0.19767551 0.68536422 0.40986078 0.61768839 0.3795842 0.75399639 0.48572915 0.50795268 0.4912554 0.56321394] [ 0.45010214] [ 0.15191223 0.48584652 0.49776183 0.50801007 0.4674402 0.67093833 0.36465602 0.33369799 0.43792352 0.47389801] [ 0.22086538] [ 0.23547862 0.42777704 0.5688452 0.5406856 0.29462322 0.59962257 0.43365909 0.55171151 0.45329462 0.27642657] [ 0.42688549] [ 0.39260793 0.30450323 0.62912898 0.22339955 0.46304168 0.53871316 0.4286525 0.46691068 0.30950351 0.28932368] [ 0.26141295] [ 0.50613629 0.64720773 0.35936887 0.43384473 0.37646898 0.63626006 0.50144949 0.42339211 0.571954 0.59921264] [-0.36325927] [ 0.41777197 0.78979018 0.31895721 0.53329232 0.37336139 0.59906252 0.3363652 0.49190416 0.56561547 0.66383573] [ 0.0247776] [ 0.49730399 0.28493039 0.63393716 0.20619236 0.51987949 0.45714268 0.5347117 0.64320141 0.51275903 0.22235345] [ 0.38459481] [ 0.29420975 0.3806358 0.67149073 0.28534787 0.48407943 0.51760059 0.37468399 0.51531942 0.41377958 0.36585561] [ 0.25523891] [ 0.4130287 0.41978602 0.58315338 0.42824081 0.47709531 0.43924752 0.54789647 0.36932793 0.51656298 0.31433048] [-0.175987] [ 0.37312255 0.58629465 0.50594355 0.22928698 0.42584034 0.4524011 0.40881637 0.4320802 0.52316356 0.33219298] [-0.17618955] [ 0.23283241 0.28255236 0.65596441 0.27164233 0.43178538 0.71084596 0.43601365 0.42694109 0.34228667 0.30641977] [-0.23558691] [ 0.66636165 0.57841917 0.60673936 0.46160193 0.46904489 0.3922657 0.53589616 0.54080304 0.56422465 0.43517414] [-0.06120974] [ 0.1430337 0.41695346 0.57078954 0.44441382 0.43569955 0.69527554 0.37881422 0.49349485 0.37523594 0.36821387] [-0.26873439] [ 0.41794757 0.4317129 0.60061705 0.33983589 0.42924969 0.64721165 0.52623118 0.52978994 0.37350701 0.45271648] [-0.00963815] [ 0.56817032 0.60500588 0.5102603 0.42261309 0.40888518 0.45525532 0.56976488 0.36321833 0.61236056 0.54817296] [ 0.23872969] [ 0.21869375 0.26306789 0.66468762 0.49756983 0.49871318 0.61873881 0.37806079 0.36621747 0.44368502 0.23620897] [ 0.17771784] [ 0.48411159 0.4737411 0.620522 0.42122371 0.44101865 0.51922166 0.50930773 0.5532306 0.50537426 0.38620083] [-0.02860351] [ 0.1477398 0.31460268 0.54463458 0.42587713 0.40325325 0.67995425 0.37877737 0.40406651 0.36967941 0.26498981] [-0.20616285] [ 0.30441906 0.72477382 0.40487574 0.7192497 0.26177361 0.63195983 0.36622265 0.36739055 0.61404809 0.52641946] [ 1.13252554] [ 0.78777103 0.45605515 0.65231941 0.25765939 0.43540532 0.33294535 0.64613213 0.45841836 0.6292785 0.35646808] [-0.29890204] [ 0.4788032 0.51142562 0.47695894 0.38201794 0.32652146 0.53808888 0.51128523 0.61915111 0.44922357 0.30537874] [ 0.0643046] [ 0.40530758 0.65023091 0.40484428 0.65872641 0.35217491 0.519034 0.48471254 0.60683552 0.48075133 0.54664636] [ 0.24767213] [ 0.3938581 0.71565455 0.44828566 0.50817791 0.36074495 0.66988982 0.43450856 0.29236647 0.62049211 0.69320716] [ 0.25880079] [ 0.24968096 0.50495263 0.5844389 0.46483881 0.4471459 0.7812775 0.37118387 0.44338342 0.43449488 0.60421154] [ 1.07889916] [ 0.54905009 0.65726444 0.50405536 0.36465011 0.28664854 0.3651993 0.56376399 0.74834429 0.57471718 0.40811528] [-0.5297898] [ 0.59625342 0.67172477 0.56596228 0.3155745 0.46452904 0.53583609 0.44656387 0.58198975 0.62535342 0.52929432] [ 0.42015945] [ 0.20977804 0.51397885 0.53760957 0.4601092 0.48052811 0.78437079 0.32708695 0.48907021 0.41831883 0.52681103] [ 0.65388592] [ 0.60887223 0.42359051 0.58576794 0.38731379 0.3908242 0.34136162 0.41217226 0.50342914 0.4380749 0.39295462] [-0.43745764] [ 0.77131388 0.67261346 0.44272336 0.51075925 0.28309609 0.5259409 0.44907554 0.50184547 0.58824097 0.66164754] [ 0.26107257] [ 0.41626833 0.67154198 0.42738216 0.64563017 0.38211769 0.56871715 0.47895467 0.51293576 0.56886866 0.51192206] [ 0.83284291] [ 0.71299786 0.56849809 0.57550747 0.3298755 0.43152561 0.38693564 0.63857191 0.50491294 0.66307023 0.40712201] [ 0.08490368] [ 0.49244405 0.7353094 0.40478796 0.52798861 0.32019591 0.59674304 0.39436233 0.62707472 0.58704425 0.49933273] [-1.29544113] [ 0.18895497 0.35403858 0.61403373 0.42163912 0.3381279 0.45891393 0.46227108 0.50801623 0.51410847 0.15063245] [-0.49214473] [ 0.38240391 0.54797307 0.41562289 0.51811113 0.31242396 0.67674928 0.42804026 0.59302724 0.37648194 0.48075036] Progress: 79.7% ... Training loss: 0.297 ... Validation loss: 0.464[ 0.27659825] [ 0.11301202 0.70314022 0.51064643 0.60870969 0.32419772 0.77222872 0.33896149 0.40302058 0.48223036 0.52828808] [ 0.46342771] [ 0.23068245 0.63266678 0.36637848 0.50972328 0.37040668 0.65978036 0.33611923 0.44676003 0.55073122 0.46743194] [ 0.00067019] [ 0.43548198 0.68072724 0.39163783 0.68083145 0.37765934 0.54441709 0.38085486 0.31129436 0.44114454 0.71903818] [-0.16400422] [ 0.47796729 0.40843298 0.63407848 0.34165542 0.61572109 0.52095894 0.50779362 0.51871114 0.4245357 0.48144321] [ 0.23651093] [ 0.21863473 0.50688872 0.51118265 0.57686053 0.30414466 0.61184651 0.50589932 0.50017883 0.53773487 0.36598898] [-0.39175682] [ 0.68860598 0.55586206 0.50730643 0.47375133 0.41170902 0.40951813 0.53633108 0.56259377 0.53614688 0.53477522] [ 0.88419724] [ 0.6457614 0.6554285 0.4734328 0.53096483 0.25514457 0.42674212 0.44423445 0.52887082 0.53248787 0.5678009 ] [ 0.41838769] [ 0.11354742 0.65738225 0.41882106 0.68416288 0.42657967 0.69273047 0.31947973 0.39102484 0.59973325 0.44321521] [ 0.13054224] [ 0.24625782 0.4954542 0.45722403 0.48162654 0.55694421 0.68092608 0.37162094 0.36865997 0.39097764 0.50024575] [ 0.19069907] [ 0.4260169 0.55760786 0.62191829 0.37589808 0.38092304 0.43405767 0.49759116 0.66492618 0.61037966 0.32429072] [ 0.21282872] [ 0.31637796 0.69675338 0.36823712 0.42423557 0.3342518 0.64118257 0.39652936 0.50388342 0.64850948 0.54430279] [ 0.12148709] [ 0.51109767 0.38694522 0.51901053 0.52069945 0.2746945 0.42567081 0.44911959 0.62848716 0.4120613 0.29000153] [-0.60931028] [ 0.56472367 0.50570395 0.55253312 0.49433902 0.47028893 0.7067954 0.52751405 0.51105527 0.4701858 0.52605569] [ 0.14312244] [ 0.59950935 0.7275925 0.45733832 0.41158561 0.39874942 0.45052922 0.65104618 0.60596178 0.69643572 0.43290101] [ 0.21642118] [ 0.4471498 0.5825011 0.5021983 0.57059184 0.38382302 0.52029466 0.31957256 0.43717514 0.54189386 0.50844216] [ 0.8162265] [ 0.59278101 0.64803746 0.42560315 0.42270108 0.30491478 0.40830435 0.57350839 0.65910806 0.57819579 0.37938625] [-0.47707429] [ 0.3903761 0.60734811 0.36743139 0.60718858 0.47303587 0.45608503 0.41115118 0.3042455 0.47009808 0.48368927] [-0.22360296] [ 0.15586698 0.53270962 0.64998445 0.39694689 0.38832684 0.73320437 0.41659234 0.40219988 0.43696501 0.39867022] [ 0.37456939] [ 0.43140535 0.48262349 0.44486958 0.49809182 0.41286048 0.33350597 0.54463615 0.60719636 0.45213053 0.50945917] [ 0.24510876] [ 0.30447624 0.61440602 0.43745459 0.58921151 0.44255759 0.77073915 0.46630395 0.40488816 0.58911902 0.64336345] [-1.24598471] [ 0.36174369 0.43129927 0.58321065 0.30388797 0.46980687 0.50997809 0.49025078 0.67948133 0.54765972 0.27237178] [-0.04063269] [ 0.37674852 0.72339241 0.42564833 0.5329148 0.42446616 0.67131849 0.42189805 0.33918362 0.62444154 0.67749092] [ 0.17647974] [ 0.52567494 0.71212057 0.40482724 0.3376116 0.43599967 0.70530191 0.51727378 0.4818204 0.47806896 0.63505272] [ 0.32443159] [ 0.64398998 0.61954952 0.55839398 0.51007544 0.39246654 0.56123916 0.48505162 0.66675054 0.6051937 0.49040542] [-0.41162873] [ 0.15624951 0.5720298 0.44805311 0.57320386 0.45094916 0.62149672 0.40294784 0.5243313 0.45026626 0.36353187] [ 0.08833353] [ 0.25140316 0.62660376 0.30842148 0.72843775 0.37836318 0.55639858 0.47506026 0.59553365 0.49485624 0.68015034] [-0.14770125] [ 0.408136 0.63341827 0.4159322 0.71125235 0.5917043 0.61999795 0.4354917 0.4162937 0.40570299 0.50132326] [-1.02237186] [ 0.72950997 0.59258928 0.42223354 0.55639462 0.3421741 0.35942821 0.4809175 0.42155902 0.55331496 0.64343138] [ 0.95192128] [ 0.52477617 0.46030419 0.68366748 0.21418434 0.50726321 0.40879608 0.50948946 0.66011243 0.53902312 0.25826265] [-0.41540564] [ 0.50744334 0.47063396 0.51060331 0.34058518 0.48280932 0.4399733 0.49302356 0.48064481 0.47154552 0.52519796] [ 0.09370967] [ 0.34515518 0.56037146 0.42415911 0.43617814 0.45206831 0.74809245 0.38414814 0.56004796 0.49882077 0.46523837] [-0.96349639] [ 0.26095583 0.57079949 0.43827444 0.59926641 0.33688287 0.60603394 0.53605948 0.76372891 0.45690875 0.34545806] [ 0.00754042] [ 0.44202635 0.63229108 0.42773478 0.53949669 0.31864499 0.59635755 0.43047753 0.51819839 0.49306502 0.61334191] [-0.6905514] [ 0.75091574 0.39403397 0.59501446 0.47707538 0.45084708 0.5100058 0.52414564 0.54024677 0.46602628 0.55023388] [ 0.19797745] [ 0.70055946 0.56300789 0.52151603 0.27198883 0.43708942 0.44268574 0.46729829 0.48286226 0.56978321 0.51842909] [-0.41848316] [ 0.14162976 0.29771679 0.6217187 0.54792061 0.37429538 0.56837726 0.43167061 0.45302185 0.42972245 0.23653948] [ 0.31921947] [ 0.76795633 0.48571655 0.57516611 0.37186749 0.32511405 0.47257706 0.53028434 0.50140869 0.56450211 0.4770946 ] [ 0.93189484] [ 0.81096805 0.68846544 0.59918884 0.22367145 0.42524691 0.43812147 0.57334032 0.69439269 0.65257135 0.49926674] [ 0.50555746] [ 0.36739718 0.60173239 0.60553215 0.36127216 0.40833543 0.58011051 0.43661617 0.49196812 0.60446685 0.43403024] [-0.15745582] [ 0.60959268 0.6965409 0.38258838 0.62473166 0.43398279 0.55253902 0.46692425 0.57242743 0.5375354 0.76797285] [-0.36627342] [ 0.68156925 0.56894866 0.60014519 0.32129782 0.4703503 0.45761279 0.50175662 0.44432803 0.57511339 0.57585143] [-0.01321925] [ 0.72797609 0.73105074 0.58673739 0.31267845 0.33079804 0.31987814 0.64394281 0.69237938 0.67767907 0.37105308] [ 0.20912148] [ 0.33829008 0.61282353 0.48594766 0.60271803 0.37381145 0.59695597 0.37292253 0.47475203 0.4376797 0.63247802] [-0.82931989] [ 0.50062019 0.67325476 0.4676117 0.61656638 0.25381575 0.54017928 0.4316178 0.43486939 0.55983527 0.49527506] [-0.38370606] [ 0.34083503 0.70869496 0.34164748 0.70817907 0.33251434 0.59849176 0.53210144 0.53442588 0.52290782 0.55513744] [ 0.16344768] [ 0.20956215 0.73585208 0.36193074 0.6833809 0.3516186 0.68086221 0.47842513 0.53971232 0.56958287 0.76611901] [ 0.05328924] [ 0.28163309 0.48450371 0.60522462 0.39771421 0.45356971 0.71398458 0.34911513 0.36668469 0.40258937 0.47816544] [ 1.15253952] [ 0.56164568 0.39297204 0.67051253 0.27246723 0.44910841 0.5144382 0.42417301 0.46143995 0.5468247 0.36763628] [-0.02273841] [ 0.6498861 0.59519352 0.53361816 0.3516102 0.36943567 0.41079309 0.47340191 0.55454766 0.66545212 0.50596882] [ 0.04491778] [ 0.71315705 0.64811818 0.52305946 0.43428479 0.40265591 0.43196475 0.46216344 0.6260673 0.64785121 0.41450129] [ 0.317911] [ 0.35835798 0.70072594 0.52141438 0.71734032 0.42671058 0.72620339 0.40338926 0.51979989 0.52590964 0.5619973 ] [-0.86736087] [ 0.25836529 0.5650996 0.45413851 0.53013829 0.32955915 0.50089405 0.46181314 0.68057362 0.51381698 0.38552334] [-0.13776178] [ 0.32108808 0.61278173 0.38869052 0.54900384 0.420642 0.55961139 0.38957571 0.67144329 0.54992959 0.56168405] [ 0.21892938] [ 0.28851702 0.71545602 0.37106088 0.63869465 0.36490045 0.74830851 0.49680212 0.5381956 0.54427173 0.76628469] [ 0.31310892] [ 0.22224721 0.58654626 0.39431356 0.68560367 0.54849494 0.8446549 0.42766836 0.53951229 0.50962441 0.53555741] [-0.28920313] [ 0.32500857 0.68373316 0.53062725 0.61962722 0.4605519 0.60674796 0.40285643 0.53447788 0.57004709 0.59242094] [-0.29037163] [ 0.31176001 0.70527288 0.46859038 0.6317791 0.24465941 0.64728826 0.38934192 0.47524541 0.48170893 0.55719676] [-0.54385026] [ 0.46448861 0.55431979 0.44428002 0.5735599 0.31500255 0.62677597 0.34018815 0.53070229 0.49740389 0.51781241] [ 0.22106653] [ 0.50577175 0.41792998 0.55627119 0.43133828 0.41807298 0.46158891 0.52141497 0.53558844 0.54414134 0.37728912] [-0.30348514] [ 0.41749739 0.36723271 0.62846271 0.28121398 0.5816653 0.69480582 0.38553487 0.40384697 0.34129983 0.49816494] [ 0.32099444] [ 0.36523694 0.57613271 0.40530523 0.52071615 0.46982358 0.7155403 0.43741948 0.44053254 0.43198182 0.62924081] [-0.25724891] [ 0.37639423 0.76709406 0.37866363 0.70653399 0.18524376 0.56759599 0.33769073 0.4724808 0.54736191 0.53057048] [-0.00757166] [ 0.44217311 0.8113068 0.38784903 0.66884461 0.45570218 0.75364271 0.42506193 0.49151693 0.59748944 0.72578582] [-0.3525912] [ 0.56338796 0.4553794 0.57923798 0.40283708 0.37570704 0.54125369 0.47291339 0.48596199 0.40968849 0.3820482 ] [-0.50503576] [ 0.44907018 0.68754317 0.4823032 0.60195597 0.42015018 0.55172923 0.39773817 0.56433079 0.60907736 0.49884259] [ 0.72245848] [ 0.42807545 0.66843898 0.39884813 0.48871395 0.30267833 0.39285137 0.46953685 0.56538841 0.58559844 0.40470826] [ 1.09242745] [ 0.75451041 0.5256053 0.61080838 0.183012 0.3601818 0.3213929 0.67111906 0.69115017 0.59005075 0.31295665] [-0.44561979] [ 0.68835011 0.42396801 0.7019087 0.32366835 0.54190521 0.47985735 0.47735759 0.57060453 0.54873616 0.42682519] [ 0.02285176] [ 0.205881 0.65957594 0.47028849 0.53766814 0.41570605 0.70813044 0.44556583 0.48075146 0.49036031 0.63262779] [ 0.203914] [ 0.38637383 0.58234168 0.4706251 0.55480037 0.35273758 0.54298577 0.46797282 0.52255709 0.50585793 0.55832499] [-1.63144673] [ 0.46104388 0.70306127 0.35894698 0.59541129 0.24840295 0.38240985 0.54392288 0.67379166 0.65142363 0.29379039] [-0.05730849] [ 0.53259272 0.67228894 0.38732816 0.5880436 0.37072703 0.7298919 0.33358109 0.43418028 0.4946572 0.72193207] [-0.32730389] [ 0.43325732 0.46950716 0.48217501 0.5701685 0.46030914 0.62802286 0.47972976 0.46530934 0.52896908 0.42212637] [-0.39274386] [ 0.17857195 0.32243521 0.5525615 0.46339726 0.46671323 0.68768016 0.45667222 0.58182254 0.24442753 0.28285637] [ 0.03762053] [ 0.38066199 0.70837899 0.40392552 0.66998923 0.21485634 0.52046484 0.4842522 0.60863207 0.59863923 0.54860663] [-0.17819718] [ 0.55282176 0.6564123 0.43858123 0.58932522 0.28800093 0.66254551 0.44266582 0.4057308 0.56985721 0.66515257] [-0.39565357] [ 0.46935374 0.58413378 0.48187151 0.63371661 0.43178254 0.66721543 0.36942924 0.49904433 0.48456776 0.49983239] [-0.24302846] [ 0.3016158 0.47671613 0.48101565 0.614868 0.47473572 0.61722997 0.39045675 0.51551988 0.41114538 0.34021526] [ 0.05263787] [ 0.32494586 0.42662922 0.63248321 0.38185907 0.52473374 0.67267354 0.41992085 0.34593806 0.37226083 0.61114882] [-0.47066463] [ 0.56081284 0.47094676 0.67811532 0.33391972 0.54554498 0.42775827 0.46202463 0.56544254 0.48028776 0.38935989] [-0.20053037] [ 0.42979536 0.67650642 0.34365227 0.60957075 0.43916352 0.54457368 0.44348566 0.30023172 0.43159456 0.56571886] [-0.28608375] [ 0.69019279 0.4930892 0.49455002 0.35127872 0.40459443 0.35100748 0.51564753 0.41234472 0.52001539 0.35879898] [-0.47290513] [ 0.3859199 0.65518204 0.50353071 0.55146155 0.30262053 0.62057863 0.44790029 0.48197658 0.46847293 0.57057458] [-0.10106799] [ 0.1844542 0.49588089 0.52234487 0.69507484 0.52693346 0.69048777 0.44320085 0.57358388 0.42006217 0.43769656] [ 0.1472208] [ 0.47968809 0.52513432 0.59697835 0.52649358 0.53375278 0.55044459 0.46716208 0.50977341 0.56392524 0.47858592] [-0.62374778] [ 0.79339292 0.73836153 0.44337318 0.31680003 0.41190373 0.29317902 0.52156238 0.45677831 0.66195926 0.65591792] [-0.38403381] [ 0.29787745 0.73901426 0.36800684 0.58052298 0.31412063 0.54215279 0.39896146 0.42309315 0.46005445 0.56066376] [ 0.55000106] [ 0.66084509 0.73870533 0.53058153 0.39108618 0.38994128 0.47199064 0.5444264 0.48366632 0.67284026 0.52604488] [-0.1066442] [ 0.47449447 0.56595585 0.43920186 0.60645299 0.43904627 0.55342263 0.50854768 0.55096142 0.4971952 0.49989644] [ 0.43598848] [ 0.67007019 0.808967 0.47972551 0.42862618 0.3365316 0.57573123 0.57183799 0.53843902 0.64610213 0.6344451 ] [-0.50514889] [ 0.71354391 0.59930736 0.56904314 0.37887622 0.3871442 0.37906937 0.51352201 0.53127313 0.68770636 0.59389465] [-0.22036144] [ 0.61760112 0.64116686 0.47631091 0.59150692 0.36326382 0.47335113 0.38559497 0.40910997 0.58518013 0.64262422] [-0.31853434] [ 0.48046499 0.40456093 0.62212702 0.35138571 0.46581908 0.50545021 0.62876941 0.53839928 0.42864837 0.40307253] [-0.46404577] [ 0.43466691 0.20935025 0.71998546 0.40727886 0.36695812 0.67603912 0.39562964 0.52988231 0.42783452 0.27071552] [ 0.12754692] [ 0.15712706 0.48481747 0.54330247 0.55841481 0.41165029 0.76596549 0.44537059 0.38248168 0.50390327 0.41391213] [-0.31113676] [ 0.55352768 0.6725554 0.42466845 0.39281026 0.38545677 0.6017291 0.56307744 0.50005451 0.51276134 0.55226635] [-0.20508515] [ 0.5147149 0.66702739 0.4021019 0.62821465 0.26270599 0.39625969 0.39729894 0.48492478 0.62704478 0.54502884] [-0.2652149] [ 0.66408064 0.5578809 0.58533638 0.55398131 0.45159352 0.54949185 0.55054736 0.51647579 0.57672503 0.51116308] [ 0.14391741] [ 0.37953204 0.6899321 0.47187676 0.57535788 0.41912733 0.71727775 0.5662529 0.56618255 0.50819792 0.50811142] [ 0.52877583] [ 0.78073196 0.49208114 0.71797208 0.21937416 0.44565421 0.40631864 0.69803392 0.65982998 0.54660462 0.40555374] [-0.22530024] [ 0.74064035 0.71015856 0.49621504 0.55587561 0.30051711 0.37884744 0.50169203 0.42535292 0.72382754 0.48196542] [ 0.00289216] [ 0.29769451 0.61882012 0.36421555 0.63759633 0.42511955 0.64280517 0.36547487 0.46709417 0.44908701 0.50077646] [ 0.35032432] [ 0.2718946 0.73780646 0.29182388 0.69466345 0.28026519 0.56749175 0.39445588 0.49909418 0.58285472 0.5981654 ] [ 0.15657156] [ 0.74528536 0.51015366 0.57221609 0.33367126 0.35916158 0.43268557 0.47287271 0.42765633 0.4631095 0.50109883] [ 0.40759937] [ 0.15416645 0.47488737 0.43798647 0.50992006 0.43380534 0.68903572 0.31799155 0.38258478 0.3603558 0.3950348 ] [ 0.02236939] [ 0.53111728 0.66716871 0.40240724 0.48170062 0.45719237 0.59785486 0.51937247 0.46879521 0.52172957 0.63464648] [ 0.40180958] [ 0.08862325 0.73551799 0.37210079 0.6855855 0.3731969 0.76129746 0.33082751 0.55018891 0.61089411 0.54267102] [ 0.36668475] [ 0.79371079 0.50736937 0.50654593 0.33698055 0.32154198 0.34118558 0.57308966 0.47443499 0.62661965 0.36983205] [ 0.23529022] [ 0.58500629 0.3662409 0.61794685 0.20081655 0.41409124 0.38250992 0.63570849 0.66608541 0.4588351 0.2472322 ] [ 1.56636468] [ 0.62049303 0.6047467 0.57828251 0.37811034 0.41738522 0.34609134 0.58152751 0.67959168 0.64720203 0.29416497] [ 0.05721002] [ 0.60733108 0.34397514 0.54244711 0.39764632 0.37573741 0.43440587 0.55375454 0.58717727 0.51487678 0.26464916] [ 0.05066447] [ 0.2695192 0.60770356 0.2772316 0.54376746 0.34642072 0.58351604 0.35052554 0.51971575 0.45087928 0.45778529] [-0.02583273] [ 0.21297688 0.54998693 0.57320003 0.52074954 0.37556269 0.62153655 0.45516646 0.41901434 0.480682 0.47827922] [ 0.41384623] [ 0.26719856 0.59535336 0.50273461 0.60145108 0.29482033 0.67162657 0.32596467 0.38752617 0.39280372 0.55282367] [-0.81179775] [ 0.656661 0.60612386 0.50331464 0.50786683 0.21834763 0.33024442 0.47994794 0.49142455 0.64464751 0.34370826] [ 0.37072296] [ 0.25503105 0.36948245 0.70963806 0.49306322 0.40670114 0.60580816 0.4224636 0.45166509 0.52287486 0.27797364] [-0.16248963] [ 0.33623006 0.23808242 0.68764255 0.4431606 0.46515342 0.61459156 0.45842816 0.4105658 0.34016556 0.54483048] [ 0.01990739] [ 0.30922838 0.55682412 0.39173365 0.41107487 0.40643831 0.66596855 0.370664 0.47107355 0.42716225 0.38157079] [ 0.20014295] [ 0.51827052 0.6980511 0.56917153 0.50676012 0.2502455 0.3327339 0.4418976 0.75399634 0.64773509 0.28797938] [-0.16594029] [ 0.52031211 0.65224533 0.42839751 0.4933288 0.52382228 0.63672172 0.37381674 0.38341074 0.48096198 0.68563614] [ 0.47312855] [ 0.12556742 0.49406296 0.63517869 0.48417054 0.38037158 0.86460683 0.35661939 0.45592355 0.38222774 0.50239687] [ 0.10239666] [ 0.3664986 0.6282894 0.46076141 0.6000013 0.30342182 0.5615715 0.31008713 0.39721076 0.47458129 0.49259903] [ 0.11167709] [ 0.16951463 0.4335043 0.59424038 0.35593355 0.56402176 0.65728996 0.4103106 0.34708572 0.47765175 0.42686154] [ 0.08973316] [ 0.52313329 0.53272972 0.47908807 0.50101665 0.32638609 0.33724219 0.44606315 0.55508949 0.59516324 0.4679804 ] [ 0.08954192] [ 0.40911069 0.75883747 0.46670396 0.47503361 0.53315966 0.73190413 0.43971495 0.45176605 0.52697652 0.72721079] [ 0.00341866] [ 0.47614565 0.68086857 0.47085863 0.60360789 0.27378152 0.66606796 0.46228079 0.43372079 0.54811538 0.62072635] [-0.23282977] [ 0.46649268 0.53884033 0.57811655 0.66042838 0.45387462 0.51315608 0.4131282 0.5027687 0.58392892 0.43767331] [-0.72303512] [ 0.66424113 0.64048896 0.5212371 0.45548438 0.50790741 0.51153609 0.59447948 0.49663109 0.58508217 0.56628342] Progress: 80.0% ... Training loss: 0.297 ... Validation loss: 0.464[-0.36870229] [ 0.64735655 0.57392291 0.4687543 0.44204442 0.39421377 0.49268393 0.53799854 0.4649317 0.58410117 0.60562515] [-0.7680517] [ 0.33585851 0.54870247 0.53036812 0.49003668 0.43101924 0.52972254 0.49589373 0.56751798 0.47263302 0.30031429] [-0.49913784] [ 0.63648655 0.19840133 0.76444863 0.25900364 0.4444009 0.62933604 0.47282274 0.46629264 0.42480075 0.30620047] [ 1.13272857] [ 0.59661722 0.60524866 0.47771213 0.37397932 0.30933696 0.28667531 0.55151475 0.63924178 0.65521024 0.30487064] [ 0.00891738] [ 0.23414319 0.6676992 0.38007356 0.69234575 0.38230371 0.75573123 0.49476641 0.52418344 0.52372521 0.53584217] [-0.40673004] [ 0.21180819 0.6249761 0.59727242 0.56962707 0.32939657 0.6819325 0.40440225 0.49504324 0.61720598 0.480541 ] [ 0.12130988] [ 0.85807296 0.58760417 0.6135759 0.31287972 0.38282995 0.41513023 0.5683954 0.73240176 0.62714779 0.45416719] [ 0.21136138] [ 0.30475292 0.74532519 0.40565931 0.74108842 0.50596009 0.6830671 0.42634042 0.46190666 0.59179467 0.69830829] [ 0.03822998] [ 0.2080346 0.42923983 0.66583335 0.30415734 0.56688544 0.6816096 0.37737573 0.3668592 0.42589718 0.44674301] [-0.49415456] [ 0.63134884 0.60319169 0.4281296 0.48249093 0.35195059 0.30600093 0.47141327 0.44796004 0.5528172 0.54002817] [-0.22833201] [ 0.58550107 0.61288255 0.4966161 0.64455898 0.379787 0.62706723 0.47552293 0.58810444 0.62374252 0.56346765] [ 0.06847471] [ 0.38834913 0.70465877 0.36763356 0.69864911 0.32083007 0.63333684 0.40399403 0.34239431 0.49662657 0.67557362] [-0.95969297] [ 0.53011256 0.41334992 0.64444964 0.20811855 0.40559356 0.25221928 0.59405455 0.60497173 0.53914931 0.40399593] [ 0.4189739] [ 0.58243443 0.67213966 0.4924797 0.32883219 0.36400756 0.46483901 0.59414023 0.60306211 0.61175236 0.44126101] [-0.43794209] [ 0.45259353 0.52423107 0.60386706 0.33223481 0.54041201 0.55760872 0.47786888 0.4421767 0.48249904 0.43297935] [-0.30633639] [ 0.42255031 0.66536982 0.48686376 0.52609136 0.48229918 0.65259182 0.42237017 0.50116015 0.50636138 0.58413204] [ 0.31745009] [ 0.34136656 0.69059291 0.33773792 0.3632314 0.32648499 0.51811265 0.43861193 0.47016392 0.62314471 0.42489554] [ 0.02018695] [ 0.16736936 0.40179833 0.54634925 0.54894088 0.35100699 0.79147424 0.34136607 0.48991611 0.50842874 0.38986317] [-0.06292111] [ 0.38368572 0.62562537 0.41250355 0.49833576 0.47494248 0.56923205 0.43546601 0.32179909 0.55743081 0.70911832] [-0.37494036] [ 0.41016695 0.25800494 0.66624424 0.17946717 0.55023412 0.61922448 0.46177978 0.4644772 0.35471923 0.35355124] [-0.23129321] [ 0.68937898 0.74002499 0.43198967 0.43990146 0.32281526 0.53377022 0.53517508 0.58210993 0.67098165 0.52222539] [ 0.43280489] [ 0.58607741 0.61291109 0.62147956 0.46484384 0.5417494 0.55807991 0.39326488 0.44368998 0.55102741 0.53583643] [-0.12046584] [ 0.59065916 0.55959214 0.63314221 0.43798008 0.50007611 0.59168765 0.47086586 0.59016791 0.61309941 0.57307531] [-0.49963446] [ 0.60225736 0.5357667 0.53896475 0.52961615 0.44835564 0.53523374 0.4181918 0.6258582 0.63583032 0.44368507] [ 0.00586844] [ 0.43340213 0.6586288 0.4267864 0.51737336 0.36893342 0.71818982 0.352225 0.46966224 0.50945302 0.67441904] [ 0.26371434] [ 0.405311 0.73259078 0.37086925 0.64568244 0.33515012 0.67895222 0.30641173 0.35936612 0.51679261 0.69347556] [ 0.25160662] [ 0.38898837 0.72856182 0.41594333 0.59985951 0.37813452 0.68040479 0.35156194 0.51551281 0.52468295 0.55764212] [-0.14921811] [ 0.33761526 0.52203192 0.46374846 0.4110998 0.45831559 0.55662771 0.40525965 0.48716092 0.58316853 0.36927741] [-0.02518774] [ 0.48383542 0.45910781 0.59409154 0.28558393 0.43816428 0.48518544 0.56812563 0.57146783 0.48511365 0.35060762] [-0.13484092] [ 0.71613204 0.62486743 0.47745204 0.37147643 0.34337632 0.42482051 0.46051278 0.50139927 0.63887036 0.48741999] [-0.01179518] [ 0.53318355 0.7025765 0.55158696 0.53169123 0.41986194 0.59081734 0.38662876 0.4235832 0.51922776 0.53821701] [-1.15035358] [ 0.27774475 0.30758949 0.77677763 0.24515504 0.38833464 0.54020504 0.47659741 0.53580919 0.38963606 0.23778408] [ 0.54389018] [ 0.40306256 0.59441831 0.44106442 0.5610045 0.33929879 0.62761924 0.4162949 0.4208397 0.528459 0.61353402] [-0.39365789] [ 0.35770069 0.35699716 0.56643726 0.41207506 0.54171041 0.53372037 0.4734454 0.33849476 0.44851773 0.35378125] [ 0.36646503] [ 0.56390309 0.57181534 0.54174721 0.45970607 0.33598635 0.56013604 0.44981675 0.47101518 0.63514085 0.58597801] [-0.38549114] [ 0.45767254 0.57849538 0.64379892 0.23764891 0.52705689 0.52281361 0.4202005 0.61664317 0.48952127 0.47071581] [ 0.01756783] [ 0.24062147 0.36656498 0.69208258 0.35584601 0.35824929 0.67432931 0.40210945 0.56391219 0.38026989 0.28825647] [ 0.25919812] [ 0.28309698 0.40975258 0.44043081 0.61669933 0.3624288 0.57742304 0.4286271 0.44539408 0.45721714 0.3449985 ] [ 1.70453869] [ 0.53757664 0.56748251 0.51490117 0.39408087 0.39710054 0.42705234 0.59348766 0.65406612 0.63500302 0.2726529 ] [ 0.60401492] [ 0.35069441 0.62812849 0.39844889 0.64937113 0.34211346 0.57019841 0.42380796 0.52905395 0.50268807 0.50893827] [-0.70090661] [ 0.59776251 0.55013678 0.56240391 0.45552108 0.47518371 0.62082216 0.50510204 0.3902898 0.43224015 0.50286323] [-0.48565095] [ 0.56863555 0.55461977 0.43595608 0.56784368 0.33743681 0.40260611 0.55311586 0.54696699 0.48185744 0.41294503] [-0.36207798] [ 0.67488699 0.52811297 0.61294852 0.38002177 0.53460166 0.54329082 0.50372698 0.35856369 0.59675846 0.56300995] [ 0.17569233] [ 0.17545938 0.73839463 0.4146626 0.57969872 0.4737676 0.70872916 0.36614653 0.65763981 0.48531866 0.58310175] [ 0.10040918] [ 0.48376889 0.61661477 0.41447107 0.47402301 0.32969029 0.40482667 0.38838672 0.42632742 0.63937843 0.39136597] [ 0.02870794] [ 0.65848985 0.62404794 0.45198724 0.55665948 0.19671164 0.19979019 0.56653343 0.75473783 0.59811394 0.48457329] [ 1.04216815] [ 0.5884856 0.36380652 0.66950243 0.29788489 0.48815896 0.5175718 0.54444414 0.56792693 0.50434862 0.40533527] [ 0.1377865] [ 0.40819171 0.50464729 0.51814023 0.34231838 0.35037071 0.42759533 0.56608097 0.51906393 0.54252827 0.3883374 ] [ 0.14698603] [ 0.65991732 0.41956015 0.71700255 0.38340063 0.5433512 0.44987916 0.49464918 0.5349385 0.52051867 0.38546113] [ 0.25748604] [ 0.36246399 0.7191927 0.38667743 0.53648472 0.28412918 0.48079798 0.41212917 0.52351035 0.57024514 0.51987227] [-0.72517532] [ 0.61632612 0.47438306 0.67653087 0.3147893 0.48218803 0.43452412 0.5366223 0.45759406 0.51086411 0.38114176] [ 0.10398366] [ 0.2444647 0.49246724 0.60513271 0.42611085 0.54438272 0.63175744 0.3238557 0.4786647 0.48638645 0.5694361 ] [ 0.12579021] [ 0.27047223 0.69341705 0.41726755 0.6628696 0.39695672 0.68965776 0.38466121 0.42248092 0.56178411 0.6418666 ] [ 0.36646503] [ 0.56390309 0.57181534 0.54174721 0.45970607 0.33598635 0.56013604 0.44981675 0.47101518 0.63514085 0.58597801] [-0.07532729] [ 0.20832539 0.40690996 0.58504124 0.31660503 0.53730056 0.62395325 0.43394021 0.52468606 0.4461057 0.47733553] [ 0.11412328] [ 0.20456964 0.43321185 0.47622231 0.46674979 0.50016355 0.82515698 0.3704158 0.50882722 0.51047908 0.52151469] [ 0.26182709] [ 0.33558772 0.77475259 0.41381178 0.56493106 0.22632947 0.59824364 0.43347853 0.54790604 0.55131629 0.52238305] [-0.10613268] [ 0.28913509 0.651955 0.44397948 0.67721627 0.29236482 0.74874696 0.42719608 0.57323534 0.45051799 0.54886458] [-0.28726845] [ 0.52954054 0.68445598 0.45938407 0.51796573 0.32899179 0.48508643 0.46623725 0.54149619 0.5397752 0.57367541] [-0.46967272] [ 0.53144125 0.66098086 0.41410162 0.5611098 0.40654376 0.49018217 0.49881563 0.31192649 0.59860073 0.61542552] [ 1.1787056] [ 0.70563337 0.56275665 0.623668 0.51270847 0.4124487 0.44608304 0.42574503 0.57947751 0.63494908 0.44490626] [-0.02378717] [ 0.41752399 0.75159954 0.48714651 0.64386181 0.32405873 0.60970019 0.53646757 0.53836961 0.61642485 0.59588843] [ 0.71504076] [ 0.27446935 0.77073429 0.34721526 0.65932399 0.30718907 0.67478427 0.32801208 0.46314454 0.58160859 0.66905837] [-0.67113553] [ 0.42552195 0.64851673 0.47998038 0.65159783 0.23089447 0.56898075 0.37827111 0.40392776 0.52496109 0.45786998] [-1.54875204] [ 0.45994036 0.51385501 0.57501588 0.42900397 0.30560335 0.4269465 0.47217117 0.62327605 0.41807973 0.26782842] [-0.77819921] [ 0.84523304 0.7388769 0.5535305 0.42976828 0.45066934 0.58201519 0.49932362 0.62384319 0.71345994 0.70066359] [ 0.18929874] [ 0.16882598 0.56778153 0.45081299 0.63451382 0.42325924 0.61279168 0.45797548 0.47700402 0.49178951 0.33466136] [-0.01144163] [ 0.26212191 0.18727002 0.76070248 0.27126056 0.50783639 0.55398594 0.37503301 0.35470207 0.35231244 0.2188536 ] [-0.08370072] [ 0.19976331 0.4734594 0.49942507 0.38800275 0.39582064 0.59090278 0.37318622 0.61117031 0.40358939 0.37311875] [-0.31407964] [ 0.5091804 0.5733445 0.53472928 0.38365865 0.42605718 0.67420696 0.42148357 0.66720054 0.64341527 0.54543156] [ 0.49995851] [ 0.06604127 0.58003542 0.47132563 0.5878014 0.40521338 0.8226006 0.37825927 0.39757086 0.49471679 0.44368776] [ 0.3427107] [ 0.44998773 0.69254685 0.36079031 0.48396952 0.31745556 0.37015548 0.53789515 0.60021498 0.68863499 0.39955697] [ 0.04169205] [ 0.22386439 0.40170436 0.45295322 0.64968671 0.45821274 0.75851049 0.38728319 0.49721649 0.3028431 0.34046812] [-0.25431171] [ 0.43635346 0.62817923 0.45853611 0.61962936 0.32509303 0.63873515 0.44016609 0.38746933 0.56827985 0.5426845 ] [-0.20742636] [ 0.38620085 0.33824617 0.68384259 0.35588303 0.36956495 0.56313224 0.47396848 0.52081014 0.44039626 0.34833173] [ 0.34712308] [ 0.31718082 0.60319743 0.48046995 0.55212134 0.3802641 0.66285582 0.36086467 0.34312874 0.53472705 0.61976786] [ 0.90529185] [ 0.68356118 0.5118705 0.51843389 0.25079986 0.40708352 0.24585111 0.54765266 0.56540719 0.56667616 0.44278267] [ 0.09236806] [ 0.51176986 0.56162827 0.56064057 0.42360625 0.45248123 0.57997273 0.54123175 0.53266489 0.53921944 0.50767758] [-0.12695155] [ 0.2986859 0.24226323 0.62472765 0.26038903 0.48049064 0.6682306 0.45924277 0.36913158 0.3265873 0.28179471] [ 1.11554579] [ 0.60659013 0.61986768 0.46167808 0.40688907 0.29197417 0.28666102 0.5483238 0.65109052 0.66640701 0.30964399] [-0.21551637] [ 0.62011926 0.49997502 0.55378197 0.43508349 0.51997854 0.42372544 0.50132467 0.36860579 0.58667133 0.48617626] [ 0.02236779] [ 0.47589641 0.46475187 0.58938001 0.39373949 0.40559088 0.55292596 0.58267611 0.60209561 0.49833543 0.4139692 ] [-0.27678604] [ 0.46532358 0.66023896 0.36566616 0.63454161 0.31496818 0.67345356 0.30544362 0.47680385 0.51054835 0.6108643 ] [ 0.13533805] [ 0.35759702 0.53981592 0.50394712 0.63855198 0.37065879 0.72214539 0.4467847 0.37000591 0.51630626 0.60492703] [ 1.31763109] [ 0.63395681 0.63619325 0.51269357 0.35827416 0.33679459 0.27547787 0.60601396 0.68267249 0.66553794 0.35589018] [-0.13051596] [ 0.40889693 0.65610397 0.43173264 0.65210702 0.39971445 0.51577008 0.40040542 0.6655974 0.53147084 0.45521755] [-0.02059774] [ 0.17579699 0.61265649 0.53159509 0.3995318 0.40776811 0.75478373 0.39099638 0.39872083 0.55757177 0.5173681 ] [ 0.00374038] [ 0.19245411 0.65045038 0.47048932 0.64554318 0.40425441 0.75586479 0.45788858 0.52403791 0.48706132 0.52638948] [-0.32096816] [ 0.30488121 0.66961633 0.40699191 0.60299137 0.34679339 0.5450962 0.36254037 0.43135215 0.58290727 0.62359418] [-0.64265064] [ 0.80648919 0.57963172 0.52025135 0.3786621 0.2942116 0.32918941 0.51321323 0.42921902 0.52763639 0.52504095] [ 0.09923285] [ 0.42938619 0.65103308 0.41792251 0.65644214 0.26884633 0.6957127 0.39944858 0.41987291 0.55617365 0.64783218] [ 0.04604982] [ 0.20501597 0.71461668 0.45020709 0.6606631 0.35575352 0.75508559 0.43629 0.50096451 0.51599542 0.53556447] [ 0.0121844] [ 0.63139238 0.35882825 0.59562396 0.32578626 0.50539027 0.45417188 0.46350115 0.59798794 0.50274546 0.43204382] [-0.63192897] [ 0.14934086 0.4849896 0.55806308 0.54716451 0.26429218 0.57116743 0.4198882 0.66887922 0.46134394 0.18683014] [ 0.32229396] [ 0.17222548 0.66125203 0.45262404 0.68271138 0.41010787 0.76125168 0.30891216 0.48087514 0.47715058 0.57780064] [-0.11133571] [ 0.22816428 0.58931632 0.37439991 0.54902205 0.45227624 0.78580659 0.35236488 0.73885936 0.45846348 0.51902851] [ 0.03247615] [ 0.48786106 0.56273382 0.53907272 0.49716201 0.43223746 0.56470416 0.42345311 0.42849083 0.41665251 0.65157622] [ 0.13397143] [ 0.36838068 0.48536182 0.64111938 0.37504694 0.51190642 0.63240601 0.34934244 0.42842554 0.51587648 0.49627078] [ 1.77956416] [ 0.74643246 0.65884006 0.5266829 0.22448339 0.29164666 0.22118156 0.62270316 0.74070277 0.62049083 0.3361861 ] [-0.26212103] [ 0.63418585 0.52946883 0.53751266 0.38812233 0.46962927 0.38949997 0.44435004 0.50273531 0.44322723 0.64950159] [-0.45085832] [ 0.33956034 0.51687834 0.5893535 0.27498234 0.46236684 0.56346936 0.45972981 0.52718978 0.58395934 0.44992933] [-0.174097] [ 0.44989986 0.67504903 0.35973005 0.65851207 0.42539716 0.55707083 0.48632038 0.47835339 0.53970438 0.55395884] [-0.47224739] [ 0.43720758 0.50925979 0.61810269 0.37010318 0.63948742 0.61889822 0.37480239 0.44472011 0.42361871 0.50492102] [-0.03871831] [ 0.22438027 0.43826112 0.60914095 0.32745145 0.50452229 0.63410952 0.45813642 0.43044007 0.55542713 0.4567107 ] [-0.19296774] [ 0.42291401 0.35929145 0.60396079 0.28861489 0.5348864 0.68924098 0.4152666 0.47440575 0.51242084 0.46915559] [ 0.80009345] [ 0.65351967 0.51576841 0.52596383 0.41877389 0.31140364 0.43946607 0.56624214 0.65966502 0.60758268 0.40737498] [-0.53894581] [ 0.41479012 0.69874418 0.44068903 0.51029196 0.27024393 0.64175589 0.37147489 0.48954767 0.48904426 0.56011309] [-0.1779563] [ 0.30717545 0.40381025 0.65728784 0.28152729 0.49721711 0.67264746 0.43079451 0.39600776 0.46283232 0.43904648] [-0.01300314] [ 0.54462145 0.62115283 0.51546172 0.47093111 0.26482268 0.35297856 0.4954918 0.49586395 0.54801847 0.40635662] [-0.12170871] [ 0.25496779 0.64004626 0.57189407 0.48438843 0.45131595 0.6369558 0.45821194 0.57341933 0.51820533 0.55252201] [-0.41853749] [ 0.75849642 0.44028333 0.61958314 0.31644497 0.27426463 0.32125057 0.51693345 0.51935856 0.55177905 0.34735857] [ 0.09872919] [ 0.22930463 0.55524032 0.42584214 0.63749277 0.37917184 0.67843583 0.42375005 0.34584806 0.52670088 0.54172836] [-0.35799992] [ 0.42510493 0.56020568 0.35679365 0.5455447 0.44399127 0.61224162 0.32180629 0.47448099 0.46164463 0.55882539] [ 0.25131299] [ 0.316039 0.83800915 0.3589271 0.72325642 0.43213936 0.70140181 0.3729593 0.4657993 0.53705795 0.71602705] [ 0.77963035] [ 0.46955074 0.3696707 0.65988996 0.27680801 0.54895317 0.6301908 0.42450838 0.59374405 0.5387422 0.45471811] [ 0.40575358] [ 0.58289395 0.56714339 0.50413395 0.37992363 0.35735578 0.37060755 0.55007512 0.60552483 0.60892598 0.39240284] [-0.20427659] [ 0.33542842 0.29050455 0.70531914 0.25472929 0.53464607 0.70965654 0.40448035 0.41235515 0.40293796 0.4099761 ] [ 0.12843626] [ 0.49718116 0.59631684 0.41788025 0.69259976 0.33667253 0.61119814 0.3940175 0.39127421 0.54310742 0.59143379] [ 0.04279338] [ 0.67369007 0.52027337 0.60048928 0.26380758 0.40628138 0.40370373 0.65364635 0.59619661 0.56643209 0.36208785] [-0.24894993] [ 0.5825734 0.67739827 0.52605782 0.63384615 0.46341211 0.50539616 0.39552971 0.5353977 0.64609166 0.43999535] [-0.14227488] [ 0.61512965 0.64106958 0.45930425 0.57953633 0.2587662 0.53422448 0.39768151 0.35967083 0.56466367 0.53523409] [ 1.50708678] [ 0.62740806 0.66002358 0.58204362 0.3629434 0.49933107 0.40431763 0.48732466 0.5787142 0.55779253 0.49751521] [-0.49382746] [ 0.77971882 0.54764868 0.50309007 0.49678727 0.3026173 0.362116 0.45703582 0.43965561 0.6126055 0.52025559] [-0.00134442] [ 0.64631337 0.29973243 0.6653129 0.34486644 0.36778207 0.35139429 0.53220915 0.65403335 0.43194647 0.31548142] [-0.77293791] [ 0.57443144 0.71398371 0.4506071 0.60535568 0.30938655 0.27124891 0.50152979 0.74588664 0.6583226 0.36380295] [-0.38336529] [ 0.37387779 0.57193823 0.48298641 0.58722546 0.46712366 0.68802775 0.40988003 0.47862348 0.57550681 0.51184316] [ 0.14905662] [ 0.64204074 0.74700999 0.4186739 0.53119085 0.39948188 0.67765748 0.53043328 0.48989984 0.59714148 0.61663723] [-0.46054968] [ 0.31490684 0.60048469 0.44791683 0.64286538 0.31491524 0.65265396 0.44985433 0.51112007 0.44301984 0.43560389] Progress: 80.3% ... Training loss: 0.295 ... Validation loss: 0.463[ 0.44369342] [ 0.54904542 0.80710353 0.4772731 0.56806296 0.34032723 0.53007681 0.52421561 0.62554493 0.60486729 0.65812074] [-0.52076202] [ 0.46668393 0.67114305 0.34663539 0.52595863 0.37676221 0.55925214 0.41558104 0.38541342 0.56405273 0.58500054] [-0.15859442] [ 0.69986114 0.52344594 0.58772268 0.55968403 0.48800729 0.45198221 0.44472496 0.57808582 0.46457112 0.62710815] [ 0.46826944] [ 0.5016957 0.52524956 0.44739042 0.53871742 0.36777663 0.42463279 0.39080124 0.44433021 0.4951786 0.49999727] [ 0.93964464] [ 0.63892066 0.55067837 0.53048183 0.5766115 0.4518723 0.46541948 0.44319659 0.50737547 0.51889848 0.51075011] [-0.54923611] [ 0.34314411 0.65800139 0.36417948 0.5913528 0.2926174 0.67496667 0.42990507 0.85241066 0.58323024 0.36396056] [-0.90746249] [ 0.38305826 0.6619306 0.44940537 0.29462098 0.26745298 0.39178645 0.45673778 0.70628251 0.61586842 0.27991478] [ 0.32552375] [ 0.15622258 0.60650157 0.5018708 0.53726072 0.35681678 0.68664404 0.35190495 0.42544638 0.50472241 0.45279363] [ 0.00730753] [ 0.36251711 0.45507981 0.43324656 0.59653117 0.35524224 0.71133982 0.38080639 0.57574341 0.42401319 0.47029275] [-0.08628399] [ 0.23147669 0.62384712 0.54582726 0.57139507 0.45650474 0.60776683 0.38414661 0.56065438 0.60402407 0.47594438] [ 0.90033565] [ 0.7523172 0.59571526 0.50118638 0.4919994 0.25690549 0.40942398 0.43493914 0.40211873 0.6479073 0.43889944] [-0.1881223] [ 0.58409458 0.51433491 0.6230359 0.52642819 0.50464924 0.69038843 0.44873169 0.45394513 0.42792613 0.61254092] [ 0.0593948] [ 0.39968565 0.59675677 0.5132313 0.35710163 0.22438002 0.43367446 0.53368737 0.6629843 0.67159654 0.25294375] [ 0.99644732] [ 0.72948247 0.56618985 0.5143537 0.46984891 0.27679816 0.28404712 0.52051821 0.50469925 0.61045185 0.44274013] [ 0.22546371] [ 0.26978872 0.57701458 0.41389437 0.64475724 0.48091698 0.61454842 0.40281182 0.37672479 0.49429092 0.6449343 ] [-0.69647406] [ 0.6026492 0.61582968 0.52879893 0.63743834 0.38645485 0.67286442 0.37109745 0.55397634 0.49354269 0.54825336] [-0.07310611] [ 0.57042837 0.67947218 0.46608139 0.46915819 0.3533803 0.56118661 0.58142308 0.6127333 0.56509165 0.529553 ] [-1.25964809] [ 0.43517868 0.66078717 0.45599977 0.48779569 0.31442711 0.38252577 0.55372891 0.68417874 0.6267714 0.28069986] [-1.48296389] [ 0.63482046 0.48471622 0.6128924 0.16502063 0.40013003 0.46249798 0.57981637 0.74515404 0.61680587 0.34406571] [ 0.65177926] [ 0.25666382 0.50101545 0.5908029 0.3158432 0.36792901 0.42680102 0.53199846 0.58800437 0.57985051 0.22317236] [ 0.44240339] [ 0.21690716 0.46274269 0.41093045 0.3617646 0.52941419 0.78818781 0.30706806 0.3946771 0.33686754 0.5580376 ] [ 0.14145926] [ 0.20238379 0.53855621 0.54436499 0.54366269 0.27944446 0.69262727 0.34553066 0.63445803 0.49490093 0.39845254] [-0.0343387] [ 0.31695035 0.53682501 0.49228019 0.59839419 0.48966301 0.76255484 0.52753532 0.51639671 0.3416705 0.44705416] [-0.5979342] [ 0.24202293 0.45566533 0.59529161 0.53989876 0.32453951 0.64551584 0.41645103 0.45680736 0.43826344 0.35713775] [ 0.16700899] [ 0.22311224 0.56351031 0.46749854 0.54040745 0.39914852 0.58545392 0.36243869 0.55461752 0.63374179 0.38845564] [-0.02346692] [ 0.62868728 0.73808632 0.44965845 0.54478236 0.14023315 0.2590652 0.49722611 0.73143682 0.65819748 0.30618536] [ 0.29809448] [ 0.25840466 0.49278617 0.56109259 0.51695204 0.23159304 0.7158693 0.36689565 0.59271056 0.4741035 0.33778283] [-0.35851148] [ 0.4428961 0.72536615 0.32209447 0.65698333 0.27836465 0.44261577 0.4301121 0.40854988 0.70821806 0.44868881] [ 0.43898639] [ 0.19993157 0.60707406 0.44893358 0.55479314 0.44069052 0.68467714 0.3906061 0.36084934 0.48270946 0.62992124] [ 0.07096916] [ 0.47478375 0.57328724 0.41062428 0.56942838 0.27417434 0.53195365 0.51757448 0.7036354 0.5748847 0.35771349] [-0.32313934] [ 0.46957893 0.66820011 0.34822708 0.66742111 0.43789018 0.56766359 0.44331533 0.56705341 0.47423127 0.76638186] [-0.48716957] [ 0.75449807 0.48053716 0.57293061 0.36208066 0.45530104 0.47987809 0.51173098 0.5527772 0.49433632 0.39654823] [ 0.78297441] [ 0.31927431 0.57318439 0.4951276 0.45359881 0.33758385 0.57895629 0.3307547 0.55443105 0.56606174 0.39906989] [ 0.34973091] [ 0.1866759 0.54324398 0.55534191 0.441009 0.47022513 0.80697882 0.38235908 0.41960527 0.52458087 0.63309422] [ 0.40052505] [ 0.20819924 0.47650403 0.48899255 0.37595084 0.49139878 0.68131358 0.42865246 0.33742826 0.4299746 0.72472852] [-0.19102073] [ 0.32293355 0.75342843 0.39124362 0.64020192 0.21198012 0.57434566 0.39171051 0.45310915 0.63843823 0.5389301 ] [ 0.4001607] [ 0.85197714 0.59165146 0.63196139 0.33665132 0.42709163 0.36008277 0.68597522 0.54435777 0.66570996 0.38947871] [ 0.18526498] [ 0.3220896 0.44094327 0.41094872 0.63274262 0.32118652 0.52279388 0.40031874 0.42923687 0.50351732 0.40628237] [ 0.0681285] [ 0.3200628 0.7834954 0.40068684 0.62630688 0.4180388 0.77248058 0.42116387 0.56076137 0.57164934 0.71731165] [-0.26431118] [ 0.70243281 0.57013323 0.67408343 0.35954644 0.50681187 0.39281226 0.57781563 0.50433338 0.59489347 0.52380562] [-0.15458578] [ 0.5517173 0.71824102 0.5376609 0.48775301 0.4013472 0.6145919 0.49603514 0.4419882 0.55759015 0.57612646] [ 2.2706611] [ 0.49481361 0.65753884 0.50067061 0.41406006 0.2974497 0.51960618 0.44235197 0.58746913 0.60508029 0.44966706] [ 1.54881366] [ 0.65020883 0.42957194 0.60345826 0.33861139 0.37012091 0.44173481 0.49058335 0.52387574 0.49569797 0.30174176] [-0.40054405] [ 0.33321954 0.38918624 0.68294286 0.27484459 0.4896678 0.54688207 0.4567658 0.39607552 0.45066839 0.44110486] [ 1.59383657] [ 0.62619444 0.7014643 0.41780448 0.46684913 0.23534121 0.33103504 0.59749282 0.75892063 0.6627591 0.26479097] [-1.79263605] [ 0.71083286 0.67293725 0.457861 0.49516675 0.2159328 0.26822067 0.52176396 0.53883814 0.69370747 0.30498245] [ 1.16754395] [ 0.52818459 0.70479632 0.45182779 0.54189268 0.28215635 0.49224319 0.39934244 0.44806027 0.56689063 0.59519005] [-0.21243691] [ 0.68778868 0.6136172 0.66032824 0.34226363 0.50593341 0.61905301 0.56187525 0.52497463 0.60644179 0.59750506] [ 0.39202836] [ 0.14588494 0.54417961 0.44040827 0.69209567 0.48749315 0.76971848 0.44255885 0.43016409 0.45431966 0.52552896] [ 0.09105495] [ 0.53346573 0.67560786 0.55533521 0.57965898 0.53970653 0.6003443 0.40016143 0.48340688 0.60862974 0.54420953] [-0.04308748] [ 0.45444437 0.63052308 0.47149443 0.49698998 0.44377143 0.64728915 0.40179488 0.36802737 0.51274511 0.62528885] [ 0.12656465] [ 0.15508916 0.43778608 0.54210895 0.50971338 0.36356722 0.7946286 0.34492933 0.47596513 0.51937247 0.40357051] [-0.38596033] [ 0.79482992 0.45415394 0.60537016 0.33135266 0.52220693 0.60938154 0.58247454 0.47274907 0.56878948 0.53909173] [ 0.07371357] [ 0.32621284 0.67765747 0.44776871 0.61733358 0.33394719 0.54116642 0.53566074 0.63124935 0.49885999 0.56604429] [-0.41939331] [ 0.20831752 0.44044959 0.70569898 0.37474143 0.41676657 0.59465803 0.42274819 0.44277697 0.53004001 0.32152116] [-0.3011207] [ 0.65649411 0.4598304 0.54995353 0.27214368 0.43059352 0.58119096 0.58070775 0.54244456 0.4054503 0.42551412] [ 0.49399361] [ 0.770098 0.55819304 0.56087244 0.27809969 0.36336299 0.30955706 0.55860616 0.58722274 0.61790684 0.39690583] [ 0.4526744] [ 0.19877019 0.66960284 0.42658714 0.60405523 0.49285031 0.70442558 0.40965754 0.38527597 0.37765989 0.62182108] [ 0.17930577] [ 0.78677221 0.48875337 0.66319012 0.27003473 0.46782877 0.48915545 0.62005422 0.51093726 0.60744996 0.44591241] [-0.09431867] [ 0.2720387 0.56683792 0.41903183 0.61542421 0.37826654 0.73120802 0.38228593 0.49021419 0.42277247 0.47436692] [-0.26656003] [ 0.36195074 0.54945661 0.50381081 0.3413813 0.39189263 0.62290815 0.3712787 0.46893908 0.48822908 0.42500319] [-0.06519709] [ 0.27598247 0.36533974 0.59662606 0.47994562 0.34843839 0.6658558 0.44182662 0.43431839 0.41690967 0.36341924] [-0.0150314] [ 0.48334702 0.57425467 0.65103032 0.23219534 0.56698421 0.45387168 0.46864287 0.47584535 0.5614455 0.45531849] [-0.29179928] [ 0.34176459 0.62123043 0.46951304 0.49674928 0.50106073 0.57777533 0.46457033 0.38153194 0.39039497 0.52758861] [ 0.03580157] [ 0.76460846 0.67560588 0.47374035 0.38094928 0.38811253 0.32827279 0.49791958 0.47737506 0.61387251 0.51905722] [-0.1672718] [ 0.28257959 0.60520504 0.42376825 0.62890815 0.38762013 0.6582894 0.44972954 0.50463714 0.3845598 0.54085509] [-0.04151201] [ 0.46186856 0.68719401 0.40342145 0.64200217 0.37407916 0.57712213 0.40483365 0.2916409 0.4730423 0.66849009] [ 0.0431637] [ 0.39845844 0.76610871 0.4757403 0.51392804 0.51611588 0.65474111 0.49963863 0.36414735 0.50069202 0.69315161] [-0.2969226] [ 0.5559768 0.59570797 0.49989928 0.35524526 0.41626016 0.58668696 0.4738432 0.47986859 0.57587521 0.57708115] [-0.80451281] [ 0.87663157 0.45750605 0.63237738 0.23366551 0.26731634 0.21237385 0.57929564 0.51838923 0.60107172 0.29044035] [-0.6396336] [ 0.37098276 0.5291939 0.45243851 0.34390425 0.39245936 0.60940487 0.48910892 0.78170943 0.54350505 0.32472804] [ 0.11757874] [ 0.63295394 0.51740792 0.62036252 0.48636839 0.49829164 0.36899998 0.50772968 0.54529758 0.49886795 0.4819425 ] [-0.91485545] [ 0.57047068 0.66962584 0.43831789 0.49526436 0.36481523 0.65849193 0.53139007 0.63541613 0.51519136 0.46533556] [-1.3360236] [ 0.38668976 0.7277791 0.44800443 0.44861242 0.30988816 0.43907628 0.57195866 0.70270453 0.62896224 0.32808388] [-0.30117341] [ 0.45447231 0.4844986 0.60574911 0.30982691 0.45744563 0.41873667 0.49221334 0.39960742 0.57072772 0.29496296] [-0.14736026] [ 0.79842173 0.64553583 0.4916602 0.30834488 0.37394046 0.33328843 0.5116847 0.51151246 0.57753314 0.55331534] [ 0.11466113] [ 0.53120187 0.68111203 0.47677301 0.49141412 0.39398742 0.60903913 0.6061855 0.55044787 0.53297342 0.62420651] [-0.43569685] [ 0.40261974 0.38208332 0.70132799 0.22296226 0.34367107 0.61207954 0.49030007 0.63057182 0.49472372 0.31767859] [-0.3100626] [ 0.52911074 0.5848043 0.50342519 0.63801548 0.42789553 0.51810905 0.40866836 0.57525199 0.54139286 0.48436986] [-1.48315812] [ 0.52013513 0.63573948 0.50686352 0.45204482 0.29688517 0.37679042 0.40955525 0.52680036 0.52064818 0.39071235] [-0.09321518] [ 0.19035591 0.4954186 0.65384389 0.38249621 0.48065919 0.66611302 0.37118701 0.37491237 0.52347787 0.33197863] [-0.33841634] [ 0.42120742 0.60387543 0.38245475 0.54597676 0.30985019 0.53492483 0.50748104 0.69275952 0.51858409 0.3729799 ] [-0.20215569] [ 0.49700959 0.76592466 0.3931169 0.43953614 0.40766957 0.43784248 0.5156516 0.48929738 0.64721464 0.71223984] [-0.097352] [ 0.60484121 0.61672841 0.46931962 0.57519783 0.29895008 0.47657011 0.3872633 0.44950448 0.61258613 0.46790427] [-0.56118509] [ 0.54187784 0.52282534 0.52382483 0.47247866 0.37550097 0.43295953 0.50043562 0.63164924 0.47120893 0.3451889 ] [-0.17207741] [ 0.45546538 0.54138869 0.41988967 0.53192556 0.42344405 0.52533987 0.41213692 0.63907645 0.53855511 0.55111373] [ 0.25907099] [ 0.63784292 0.347278 0.66994874 0.25222183 0.45835782 0.42030267 0.63654588 0.57000305 0.46664689 0.30580377] [ 0.02555249] [ 0.36602333 0.42416811 0.57926923 0.30894328 0.40918238 0.48984243 0.50685946 0.50368303 0.53920933 0.2791172 ] [ 0.34949633] [ 0.3917667 0.70990526 0.36771129 0.51031297 0.37119798 0.69215972 0.45415983 0.52570578 0.49476793 0.58239379] [ 1.16547721] [ 0.61769398 0.66504978 0.57534041 0.37812573 0.49039222 0.40796067 0.48212268 0.58455679 0.56126509 0.49603178] [ 0.39656393] [ 0.12096995 0.36160447 0.60090177 0.46285087 0.44418909 0.81326065 0.40562771 0.36316552 0.39553966 0.45999838] [-0.4573271] [ 0.36404782 0.5914692 0.40861006 0.57289492 0.3867596 0.63746532 0.52455033 0.67257348 0.42817429 0.47851616] [-0.10356594] [ 0.27485567 0.32618862 0.72973959 0.29487116 0.55153247 0.68158101 0.44984379 0.39115448 0.35754344 0.42579322] [ 0.76382882] [ 0.58779447 0.61041034 0.52562964 0.3840662 0.35402498 0.43921959 0.52441572 0.54397298 0.55495197 0.38456192] [ 0.13899591] [ 0.51233712 0.62505362 0.56371802 0.31080725 0.33665391 0.44038649 0.55560076 0.53163303 0.630898 0.37066288] [ 0.15503183] [ 0.49108364 0.57375604 0.47879823 0.57758807 0.32160684 0.44901398 0.53190024 0.63058149 0.59867334 0.32521708] [ 0.13702883] [ 0.2404826 0.54430762 0.60684177 0.46251404 0.43006712 0.66934188 0.43915439 0.38333231 0.45945781 0.39108267] [-0.20371036] [ 0.38372011 0.2581711 0.57825225 0.25853978 0.52425407 0.49328 0.46118923 0.47163775 0.33596965 0.31534735] [-0.40966238] [ 0.41959525 0.46764563 0.64754319 0.38266392 0.60798692 0.57690376 0.43280751 0.46838948 0.57467951 0.47305699] [ 0.84362823] [ 0.58027427 0.3882984 0.63347387 0.35773233 0.4381916 0.39401039 0.43590614 0.43772739 0.45099366 0.36770194] [-0.16272607] [ 0.38214067 0.36642944 0.62704174 0.29900975 0.49658411 0.53918912 0.45916586 0.53467677 0.59263858 0.38956634] [ 0.00209688] [ 0.41594174 0.73516171 0.49973254 0.62414186 0.34861294 0.6061268 0.35810388 0.53297413 0.570842 0.54757248] [ 0.00725321] [ 0.17361766 0.61261531 0.53078818 0.40093555 0.40963421 0.75902302 0.38935177 0.39480091 0.55563254 0.5202865 ] [-0.54997636] [ 0.42334646 0.64681402 0.41063648 0.45999693 0.42706617 0.57364424 0.37064712 0.48434191 0.50396014 0.59491445] [-0.41949612] [ 0.54455934 0.43632144 0.68630875 0.35779121 0.55108955 0.51230145 0.39808041 0.51769484 0.49245489 0.39956227] [-0.78652914] [ 0.42178704 0.59390661 0.40913742 0.59654552 0.40317168 0.64908385 0.43486842 0.66548274 0.48408694 0.37383233] [ 1.09548352] [ 0.6587915 0.74701972 0.50455568 0.32594405 0.31213157 0.5202918 0.52939856 0.42172519 0.63110829 0.61050303] [ 2.01914179] [ 0.77983163 0.47415712 0.61233039 0.24073567 0.29806461 0.23608176 0.60134636 0.62202544 0.57722582 0.25987728] [-0.13830029] [ 0.71275225 0.53085716 0.51920177 0.4307531 0.4000846 0.34744307 0.46280937 0.48188435 0.53445492 0.45201158] [ 0.54978058] [ 0.1320053 0.49808632 0.53037764 0.51959249 0.47474104 0.73914485 0.35834946 0.29677793 0.39345675 0.50259397] [-0.20303944] [ 0.35231118 0.73529186 0.44315972 0.6149607 0.44181359 0.66556586 0.515628 0.54629337 0.48705502 0.58421873] [ 0.56177651] [ 0.14188535 0.45795366 0.63072128 0.53761384 0.39855527 0.8153688 0.3357688 0.35171608 0.36823268 0.51063964] [-0.36444342] [ 0.33851044 0.66665555 0.36690451 0.59610521 0.27934207 0.51332696 0.42579708 0.58754859 0.5231764 0.54217327] [ 0.33897818] [ 0.1787719 0.38632643 0.55735599 0.66145425 0.34070348 0.78427356 0.34362019 0.3638093 0.41281802 0.44413103] [-0.44321821] [ 0.5843755 0.31978395 0.68644769 0.2918337 0.49951689 0.45045243 0.47355949 0.39842978 0.4574251 0.41180533] [-1.42181679] [ 0.58513118 0.6471809 0.53134608 0.38019661 0.33154762 0.39450357 0.56534353 0.53400734 0.67369637 0.41029689] [-0.31969377] [ 0.27839305 0.77775097 0.34125201 0.71186043 0.38782088 0.57215239 0.37300892 0.49445358 0.56264611 0.54896016] [ 0.51700321] [ 0.19979496 0.6877223 0.44192502 0.49198492 0.52921932 0.74841313 0.29764489 0.4799679 0.46902173 0.7523107 ] [ 0.26055483] [ 0.26944837 0.65457893 0.57739995 0.54954477 0.45815391 0.7387592 0.42946173 0.53721762 0.48192096 0.56378 ] [-1.06965427] [ 0.44903896 0.39045718 0.60809621 0.26424565 0.41913092 0.42213403 0.51146554 0.62297236 0.56200604 0.3155866 ] [ 1.72832919] [ 0.71851767 0.55991948 0.62627963 0.32452486 0.45637196 0.42682662 0.51572999 0.5251723 0.50817782 0.41611391] [-0.38556627] [ 0.4199066 0.73089951 0.49422578 0.56531652 0.35248245 0.69235168 0.4492745 0.49053888 0.54383744 0.5718701 ] [-0.19442328] [ 0.39959469 0.52827968 0.58880091 0.39966752 0.49700241 0.50729542 0.36312515 0.50243378 0.54984016 0.5059978 ] [ 0.0669998] [ 0.44039397 0.59229366 0.49803085 0.51136558 0.38655524 0.4049609 0.47049231 0.46617217 0.55881922 0.55991448] [-0.03940887] [ 0.4026959 0.23314097 0.76297038 0.2035143 0.63476629 0.54924516 0.4816201 0.36768456 0.29090139 0.43305349] [ 0.88401019] [ 0.39671057 0.42310708 0.68081049 0.25326453 0.51622047 0.54265174 0.41560071 0.51535991 0.57208386 0.42825282] [-0.07159302] [ 0.52836202 0.59974654 0.5513466 0.44491789 0.39643984 0.48487211 0.47041506 0.50621605 0.61419099 0.55144744] [-0.02326692] [ 0.21887286 0.43785556 0.63030111 0.57187252 0.40050693 0.71654309 0.34111805 0.44802102 0.48730249 0.42850215] Progress: 80.6% ... Training loss: 0.295 ... Validation loss: 0.458[-0.18991919] [ 0.64570957 0.53762175 0.5597974 0.40966825 0.31249712 0.31858268 0.50563931 0.6575026 0.54895322 0.3794608 ] [ 0.20215533] [ 0.30731911 0.57853488 0.45951162 0.4301566 0.31198802 0.55891575 0.44900163 0.58394915 0.58615323 0.37974953] [-0.95217732] [ 0.46078077 0.4911726 0.71004041 0.26314227 0.44619219 0.44347786 0.52817554 0.70612847 0.51249335 0.3445747 ] [-0.00837668] [ 0.58088656 0.36786172 0.60282276 0.34613331 0.47362265 0.44542838 0.5518554 0.49343347 0.51484469 0.3823768 ] [ 0.44599753] [ 0.55751247 0.65877408 0.38687372 0.50124045 0.30579425 0.59050168 0.42062259 0.39767464 0.53012093 0.58315063] [ 0.37176986] [ 0.22369637 0.35050993 0.63347101 0.37932372 0.51799875 0.5195261 0.36303859 0.32174091 0.44809466 0.27209392] [-0.02491353] [ 0.23218767 0.50380652 0.61540904 0.37666454 0.44504162 0.73254441 0.36086273 0.51202596 0.53841448 0.5146064 ] [ 0.19757144] [ 0.18151598 0.30659572 0.72566096 0.39460789 0.44812239 0.64642864 0.32199909 0.3761091 0.40646526 0.26515255] [ 0.08375867] [ 0.29982219 0.71729416 0.42811906 0.53407922 0.42497711 0.68390898 0.40318046 0.34497921 0.61426449 0.65661994] [-0.40810446] [ 0.57536236 0.64782193 0.51197484 0.4304662 0.36272767 0.47912644 0.52456409 0.61859136 0.60270639 0.39600108] [ 0.26497929] [ 0.50320249 0.59460225 0.50699195 0.58281458 0.37558005 0.44808185 0.49270802 0.64319009 0.55692164 0.36090405] [-0.15157328] [ 0.43044764 0.73691592 0.46050974 0.59295251 0.45262037 0.68063616 0.5193231 0.43170279 0.51233491 0.68962298] [ 0.07327296] [ 0.17045399 0.62364905 0.39911131 0.54816931 0.28451824 0.72904916 0.37825126 0.57319939 0.48685861 0.5004125 ] [-1.39761928] [ 0.44656642 0.61018428 0.51549414 0.49939258 0.44166826 0.4095191 0.49918396 0.57346008 0.61131651 0.31878825] [ 0.57177941] [ 0.15653911 0.66780116 0.46087924 0.46220702 0.49320549 0.79573866 0.32941103 0.40549561 0.43729495 0.65431722] [ 0.68985471] [ 0.56137196 0.57976291 0.49613662 0.4973918 0.33699815 0.51171201 0.3751744 0.4504909 0.58302023 0.51108104] [-0.10320505] [ 0.33866432 0.58256758 0.48987398 0.48667291 0.48797079 0.67324079 0.48001985 0.42818009 0.33260226 0.56127165] [ 0.0275778] [ 0.33356969 0.59688567 0.49858389 0.5387274 0.48706302 0.56925257 0.4443604 0.59358695 0.52068696 0.52009802] [-0.30185717] [ 0.58277855 0.5609731 0.56948524 0.45634716 0.50238532 0.55813938 0.53361964 0.46663156 0.5402054 0.48305723] [-0.28145979] [ 0.67023668 0.71812678 0.44049036 0.55994474 0.26037098 0.46724982 0.55243711 0.47727614 0.66117124 0.61160724] [-0.83684133] [ 0.34205546 0.62417739 0.36081803 0.56525652 0.30131537 0.41017929 0.44203147 0.5748851 0.54545586 0.32899011] [ 0.22007566] [ 0.13588424 0.61057858 0.3921962 0.54669073 0.44461343 0.65996187 0.31528365 0.39516644 0.36015771 0.46863369] [-0.19633491] [ 0.6928889 0.51669265 0.60697927 0.32930786 0.32849917 0.30630991 0.50543096 0.59639553 0.52330763 0.36601082] [ 0.27665714] [ 0.23391333 0.53207372 0.60470371 0.44571024 0.54538529 0.69660806 0.33978653 0.33617373 0.39726853 0.52388463] [ 1.71988956] [ 0.81572482 0.61261691 0.52992796 0.29804988 0.24957138 0.20018071 0.56338835 0.60139202 0.65584006 0.3979499 ] [-0.3880696] [ 0.59600905 0.44538605 0.58949291 0.55171533 0.5820799 0.45646293 0.43304087 0.44904205 0.54989648 0.34294764] [-0.47618017] [ 0.41297101 0.67715157 0.30845446 0.61877037 0.31800476 0.61759071 0.35144573 0.53843265 0.50819337 0.57599513] [ 0.23620513] [ 0.31649551 0.65024345 0.50380285 0.37357157 0.36928931 0.60667067 0.44814934 0.68334632 0.64092529 0.41783455] [-0.0671452] [ 0.32532171 0.46548437 0.50560676 0.42610769 0.49007303 0.57974302 0.47823643 0.55507258 0.52969194 0.40907098] [-0.27029309] [ 0.3660544 0.62623559 0.59002427 0.19401644 0.45855387 0.66485879 0.46440434 0.48405113 0.50630228 0.55360855] [-0.37860306] [ 0.5584284 0.66819771 0.47760358 0.5357272 0.35782998 0.45198767 0.40992504 0.49840881 0.55662631 0.63203771] [-0.09196973] [ 0.26512414 0.75206229 0.35893278 0.64016685 0.38403276 0.660389 0.29229269 0.57981538 0.56694812 0.68617366] [ 1.334507] [ 0.60217073 0.4514822 0.52602258 0.36997155 0.30717319 0.24919453 0.55274917 0.66470851 0.56716103 0.24813298] [-0.18229434] [ 0.18236095 0.36274022 0.63599927 0.47707687 0.38058954 0.67672411 0.34938194 0.41139088 0.39979183 0.3421028 ] [ 0.45779768] [ 0.75316233 0.50758162 0.60313781 0.26138744 0.36707439 0.37630744 0.53065228 0.65777711 0.52120693 0.42183928] [-0.23279283] [ 0.36869606 0.61211431 0.33784323 0.74296034 0.2700985 0.4534497 0.41738575 0.47200538 0.48485987 0.66247121] [ 0.27980211] [ 0.31659996 0.64129216 0.40979278 0.55270402 0.45595154 0.67487977 0.33693323 0.3796188 0.39918354 0.66423488] [ 0.36343677] [ 0.23523382 0.64245511 0.45043951 0.73853421 0.44656655 0.79904573 0.4495069 0.45896725 0.50711799 0.58627814] [ 0.31135714] [ 0.67991143 0.59085716 0.58121408 0.52012007 0.45879078 0.57783302 0.50063221 0.59211727 0.54193925 0.57050527] [ 0.42477419] [ 0.30545945 0.65876469 0.36550889 0.73164264 0.29189813 0.66343202 0.3434685 0.32543244 0.51545434 0.59782193] [-0.05669221] [ 0.35387205 0.29622046 0.70484773 0.30140352 0.53691879 0.55550648 0.44234538 0.40144731 0.34602988 0.42717546] [-0.16564335] [ 0.68941081 0.64314092 0.59212004 0.40131738 0.39622097 0.52080263 0.54331405 0.60329888 0.67830628 0.51680909] [ 0.14932911] [ 0.42659856 0.56294381 0.53184085 0.5140452 0.39537854 0.55210813 0.42187962 0.42803713 0.47764413 0.4355412 ] [ 0.20177882] [ 0.24274571 0.40124121 0.48413958 0.52087327 0.55998534 0.68843315 0.35817138 0.37350276 0.34811757 0.4647472 ] [ 0.24075594] [ 0.7016512 0.4816053 0.56717828 0.4285348 0.40321102 0.44691035 0.52610904 0.49610205 0.51180107 0.42501206] [ 0.15796732] [ 0.196655 0.68539346 0.41100116 0.61614571 0.37649096 0.7550477 0.48734841 0.51435227 0.49328328 0.55779278] [-0.51694095] [ 0.60878098 0.33813881 0.54303401 0.47121241 0.48142408 0.59955547 0.49571737 0.54462327 0.37045937 0.49649868] [ 0.33074507] [ 0.3245925 0.40045781 0.62371105 0.35990912 0.47974914 0.60602144 0.41228572 0.40250754 0.46140616 0.37541489] [-0.6645119] [ 0.52374976 0.58049743 0.45274802 0.36829618 0.25477053 0.24184974 0.46385444 0.61246254 0.6398235 0.24845687] [ 0.31764282] [ 0.28422477 0.59546981 0.55691548 0.45222747 0.43420439 0.61993116 0.39280794 0.49630721 0.47557722 0.41755398] [ 0.00264699] [ 0.37885201 0.71505814 0.36859293 0.66150813 0.34019283 0.53215175 0.39805824 0.45167707 0.63392176 0.51144815] [ 1.487418] [ 0.81056092 0.57827008 0.66129456 0.26255956 0.36190678 0.32510368 0.67177239 0.69962958 0.60032701 0.33299366] [-1.08808907] [ 0.27183887 0.59900057 0.604632 0.31641799 0.27406488 0.54584833 0.48243758 0.6333883 0.61296401 0.33402902] [-0.48277902] [ 0.56807008 0.76379097 0.44065929 0.34500364 0.28633329 0.38691107 0.50040965 0.59597204 0.59131612 0.53633698] [ 0.25376059] [ 0.51379268 0.59153616 0.50252194 0.51579083 0.48562984 0.35888066 0.52765164 0.61458995 0.59317706 0.40957479] [-0.08681291] [ 0.62687206 0.5918054 0.53693864 0.42844025 0.40480921 0.44567011 0.58075163 0.59151709 0.5378146 0.54193705] [ 0.15496973] [ 0.23772912 0.45911837 0.48362834 0.40425771 0.51918753 0.70868664 0.44761785 0.60330082 0.49212831 0.63214711] [ 0.01148895] [ 0.24838626 0.542732 0.42989447 0.42219935 0.49912534 0.75109445 0.41672178 0.4297302 0.46731573 0.4754692 ] [ 1.7488631] [ 0.47610032 0.60714453 0.36945764 0.6677507 0.34543738 0.3990062 0.5612123 0.41567733 0.57313882 0.73306914] [-0.53859577] [ 0.37812679 0.65750893 0.57719339 0.54096217 0.43698001 0.60403264 0.42733356 0.53113057 0.50932382 0.46016586] [ 0.02523302] [ 0.32878335 0.70772877 0.43284639 0.54791196 0.3149505 0.70712632 0.44104619 0.35087117 0.63376581 0.67807788] [-1.74823598] [ 0.76069834 0.58642585 0.51532779 0.4281424 0.3080537 0.31948935 0.57791647 0.51641005 0.64169771 0.40214242] [-0.28983415] [ 0.79631521 0.54654586 0.59901953 0.29791615 0.47546246 0.44069306 0.69507936 0.51591932 0.61311562 0.47939146] [ 0.3535886] [ 0.10951748 0.55131852 0.51024298 0.59470409 0.34884466 0.81262419 0.33563951 0.48162153 0.45915614 0.52855503] [ 0.22715772] [ 0.22721033 0.4148178 0.45553832 0.55759187 0.37889938 0.74415667 0.34976284 0.52386279 0.35675796 0.370116 ] [ 0.0172688] [ 0.2090133 0.59313486 0.2993606 0.65962214 0.36465751 0.57502915 0.32932983 0.53338737 0.47527567 0.50201749] [ 0.18323304] [ 0.3559905 0.7158169 0.37760212 0.55856683 0.4276319 0.64761003 0.38118952 0.45882826 0.5362527 0.5265979 ] [ 0.03049707] [ 0.32625113 0.57873031 0.42302885 0.61626403 0.38783802 0.4372325 0.50527985 0.54586918 0.50536545 0.44463148] [ 0.37913665] [ 0.32031301 0.56605097 0.49937692 0.59135756 0.37355725 0.49159869 0.44612757 0.50242992 0.57052852 0.34397318] [ 1.25030536] [ 0.71523504 0.49463615 0.54995042 0.38246466 0.39950471 0.3479466 0.56267674 0.55335348 0.55838444 0.34331806] [ 0.2019811] [ 0.42840676 0.4647417 0.57615048 0.20451465 0.39176727 0.40933291 0.63182021 0.67828553 0.51835391 0.26071282] [ 0.03465355] [ 0.59555503 0.45651467 0.48806985 0.53037245 0.33366496 0.55970362 0.39209869 0.45937729 0.47987748 0.49413838] [-0.27042642] [ 0.32661613 0.56530564 0.38440677 0.58043862 0.31943022 0.45091513 0.41787458 0.48798609 0.51367955 0.42589089] [ 0.37617621] [ 0.31331205 0.68565832 0.42684158 0.67205251 0.56024605 0.74207574 0.4276208 0.45789655 0.50560788 0.72150279] [-0.28785131] [ 0.54830292 0.73635665 0.53913926 0.49767376 0.36839824 0.47787526 0.48030157 0.58661757 0.65670622 0.47497296] [ 0.32014755] [ 0.6202095 0.48771945 0.59401014 0.3582109 0.27968827 0.28048625 0.58108396 0.76135224 0.51288627 0.20359582] [-0.63404435] [ 0.43673249 0.615269 0.48754389 0.53498023 0.31317436 0.50121197 0.39081059 0.44002386 0.42904788 0.57503432] [ 0.20396419] [ 0.30034629 0.70664188 0.44050393 0.57264425 0.43228548 0.71618634 0.46073364 0.44200207 0.53974208 0.72846795] [-0.42912309] [ 0.6427086 0.76068477 0.40361496 0.50882307 0.27844252 0.55549879 0.43030938 0.54282427 0.61690205 0.67466629] [-0.18439271] [ 0.87212524 0.63135155 0.64354497 0.35562984 0.39350852 0.36648686 0.69538821 0.65491527 0.64272748 0.43559942] [-0.04476188] [ 0.25357432 0.4089973 0.56965055 0.32162459 0.58595512 0.61502295 0.3744345 0.2866236 0.36553461 0.42536771] [-0.76178654] [ 0.43435245 0.78344484 0.3161478 0.60526708 0.30883245 0.63422216 0.40436946 0.63996055 0.54472641 0.57019863] [-0.86984597] [ 0.50990689 0.74101566 0.39177969 0.49598659 0.26391098 0.5510925 0.42002547 0.54667309 0.57236542 0.58412367] [ 0.32926541] [ 0.30548709 0.66488493 0.55222204 0.34909495 0.33763625 0.61550469 0.42672095 0.41107928 0.51083156 0.47639168] [ 0.14793691] [ 0.16604832 0.38274169 0.48148907 0.53241541 0.53783705 0.55799025 0.44434285 0.45920601 0.39260643 0.53354165] [-0.29834909] [ 0.50927179 0.44692052 0.66783858 0.37134054 0.48147437 0.51428141 0.5423491 0.5367054 0.47340552 0.40527628] [ 0.17459814] [ 0.46988618 0.76959199 0.37236835 0.62733167 0.39446146 0.62454698 0.38433788 0.5741224 0.5490766 0.67187701] [ 0.08940686] [ 0.46611835 0.52014396 0.4585248 0.57604803 0.41209096 0.62630286 0.52595315 0.55368307 0.48222749 0.50945934] [ 0.1339102] [ 0.44696146 0.67294298 0.36662289 0.36588865 0.34365083 0.54652403 0.45165637 0.48435592 0.54773151 0.53803065] [-0.30244141] [ 0.23743175 0.70016761 0.50391019 0.50964347 0.36744615 0.71097597 0.47480736 0.54841282 0.45524376 0.50574181] [-0.16167321] [ 0.25681658 0.33727785 0.69859815 0.31176971 0.46044545 0.78625863 0.42874208 0.36595128 0.43643886 0.43959621] [-0.36417693] [ 0.706935 0.65384211 0.47940806 0.54047718 0.45045315 0.44251209 0.49804866 0.50620311 0.69993303 0.41132178] [ 0.70482624] [ 0.35242838 0.49635706 0.43089272 0.34617602 0.38459631 0.42347223 0.50382857 0.60391326 0.53447989 0.22679612] [ 0.18844834] [ 0.41717696 0.38070937 0.52701003 0.46957056 0.34771729 0.2561363 0.59839565 0.7404257 0.44596784 0.29761892] [ 0.0472035] [ 0.1365904 0.4424729 0.55414087 0.49056485 0.39046329 0.76352506 0.41932592 0.35192991 0.51026639 0.41504209] [ 0.03432147] [ 0.4459346 0.5843285 0.49883276 0.60748816 0.26214178 0.48783274 0.48786241 0.509088 0.49559151 0.51354997] [-0.15452624] [ 0.41951621 0.62834402 0.54881566 0.50732133 0.5380767 0.70425946 0.54989986 0.33976467 0.55279298 0.59754379] [-0.44137942] [ 0.54975777 0.6498055 0.42563501 0.58379753 0.38977643 0.68961898 0.48547366 0.62916659 0.60205312 0.47695944] [ 0.28664437] [ 0.21947046 0.64790126 0.44905723 0.64011162 0.36914151 0.74795341 0.51220198 0.56890419 0.47131496 0.68703239] [ 0.27105516] [ 0.54295475 0.61294953 0.4737338 0.55957442 0.27194714 0.54432532 0.47597078 0.58565825 0.52637312 0.55332957] [-0.53292201] [ 0.52029621 0.71753304 0.44388509 0.64035214 0.50470095 0.6272095 0.37104338 0.51819846 0.55244919 0.58245264] [-0.51153993] [ 0.33076944 0.34892926 0.7147911 0.37135086 0.38129099 0.54136437 0.47352715 0.41021149 0.43549179 0.2937861 ] [-0.29606209] [ 0.21059112 0.52573066 0.51831324 0.47141657 0.3147424 0.57466347 0.43513929 0.65307188 0.52455638 0.31063974] [-0.02041693] [ 0.33775861 0.52588776 0.53381144 0.47149108 0.34359501 0.55710177 0.50917137 0.50924356 0.43609227 0.51992105] [ 0.57055108] [ 0.30072035 0.69503483 0.34475044 0.69398137 0.27956263 0.67047218 0.40318764 0.5155572 0.52769939 0.51219688] [ 1.6240651] [ 0.62959895 0.56233072 0.41954157 0.49452736 0.26632173 0.29321663 0.5513498 0.53882146 0.6535088 0.2736405 ] [-0.25388463] [ 0.539477 0.63186742 0.40332655 0.52505641 0.33004083 0.32422395 0.4433163 0.46550007 0.56192244 0.53080628] [ 0.35815846] [ 0.42428526 0.20282184 0.66288138 0.29333111 0.57621884 0.59128448 0.49167477 0.60926966 0.35898686 0.51138934] [ 0.45536299] [ 0.26150938 0.70824082 0.37230146 0.52620446 0.33998721 0.4129894 0.54157228 0.67669617 0.59816667 0.35737106] [-1.2803393] [ 0.30721132 0.3795614 0.6046103 0.41968476 0.29205779 0.50811569 0.4902993 0.61059758 0.54331428 0.25518248] [ 0.61369638] [ 0.64574166 0.5271293 0.55229727 0.43889587 0.42208119 0.38278697 0.50611276 0.60817647 0.57632345 0.42916698] [ 0.53726454] [ 0.12673967 0.54322666 0.5002069 0.57854389 0.56203376 0.8001865 0.39968369 0.36540179 0.52961413 0.54003399] [-0.22182706] [ 0.28528185 0.33567954 0.71189963 0.35932179 0.50102407 0.57145047 0.37761362 0.40712439 0.41981598 0.37742586] [-0.36489858] [ 0.55956956 0.54764178 0.49452657 0.46923742 0.41006021 0.60318125 0.40717184 0.6348513 0.60347424 0.55463632] [ 0.06417376] [ 0.51807803 0.6543417 0.53348178 0.58157224 0.37258636 0.60794811 0.55471176 0.56991545 0.57393222 0.56907087] [-0.12207537] [ 0.3191478 0.35338455 0.60207368 0.30723817 0.51483199 0.59345598 0.38001255 0.48022379 0.40721277 0.33543099] [ 0.20411472] [ 0.53047399 0.49316832 0.67105742 0.3456502 0.48363764 0.46536566 0.5069449 0.60182579 0.45846417 0.35743845] [-0.55703951] [ 0.61081893 0.6262164 0.4161909 0.53588266 0.36530825 0.39107226 0.46367084 0.43758869 0.54141383 0.6466664 ] [-0.46729739] [ 0.47063414 0.77674767 0.35219872 0.56725885 0.27568855 0.57520986 0.38803901 0.50674188 0.62247971 0.60518647] [ 0.19702175] [ 0.14741556 0.54652212 0.44209848 0.66782331 0.33578682 0.82750972 0.37045851 0.4913951 0.43044124 0.45329195] [-0.06875148] [ 0.53614807 0.44669192 0.57459986 0.16861624 0.35973007 0.4505994 0.47888986 0.69244702 0.49482822 0.2643868 ] [-0.3434577] [ 0.36722563 0.62190963 0.52074095 0.67128296 0.44617072 0.66219081 0.40792257 0.46200172 0.60091249 0.49708701] [ 0.57028963] [ 0.1929186 0.26806893 0.68916929 0.33595919 0.63666764 0.74987553 0.31907969 0.28539226 0.24236317 0.4881635 ] [-0.48879592] [ 0.2737954 0.62324436 0.40217338 0.51915557 0.28138747 0.61219341 0.39481739 0.57735091 0.44287865 0.32765117] [ 0.37341622] [ 0.21797074 0.5755462 0.42210591 0.53587717 0.40485806 0.60504619 0.44147024 0.56357474 0.43988893 0.32810845] [ 1.47384105] [ 0.60682668 0.3321911 0.64202826 0.35536397 0.4183136 0.46103983 0.51914546 0.56408149 0.45166571 0.27470298] [-0.26906286] [ 0.44047651 0.44188471 0.71901048 0.36582253 0.56294642 0.60085636 0.4569444 0.44989106 0.4142585 0.38771033] [-0.26431438] [ 0.33267815 0.34023467 0.6862128 0.26771487 0.41002915 0.53562445 0.46136997 0.4546124 0.47498101 0.25994234] Progress: 80.9% ... Training loss: 0.297 ... Validation loss: 0.459[ 0.03308722] [ 0.21121564 0.4213231 0.6302911 0.58204846 0.37252513 0.7589217 0.3567821 0.36286021 0.40236918 0.38194026] [ 0.07117052] [ 0.46161933 0.76307421 0.37319233 0.54142061 0.39534246 0.65610977 0.36448207 0.36327293 0.54826752 0.73164548] [ 0.07678608] [ 0.3805721 0.5094963 0.63432989 0.27460813 0.67597543 0.76526118 0.34451528 0.4686165 0.36267405 0.6549134 ] [-0.17162337] [ 0.39173246 0.48231777 0.60322678 0.34819587 0.42618826 0.58487384 0.44648087 0.57483579 0.5245356 0.42536071] [ 1.29164204] [ 0.56497819 0.58301356 0.56837098 0.42116156 0.44888149 0.58180016 0.5040079 0.55801244 0.58345666 0.57051503] [-1.34879142] [ 0.58810207 0.68672027 0.54259248 0.39043148 0.36186624 0.35212644 0.61712004 0.65184566 0.68680687 0.31085227] [ 0.22591991] [ 0.118504 0.52629275 0.65969077 0.38253658 0.41188788 0.82827703 0.43601208 0.41120526 0.41646054 0.49852062] [-0.19489038] [ 0.44784125 0.54992529 0.60500448 0.38530039 0.59588145 0.66351647 0.55194487 0.35376117 0.39215514 0.63042519] [-0.58673061] [ 0.87264171 0.47492537 0.61992475 0.23001193 0.29264607 0.28965656 0.6413897 0.57980373 0.6191721 0.40841792] [ 0.28685361] [ 0.2054107 0.52341924 0.51478033 0.4390055 0.47457514 0.78371406 0.34510796 0.53427172 0.46908263 0.52324875] [ 0.26315066] [ 0.11768895 0.6129127 0.42572141 0.63937822 0.4091044 0.6414645 0.3618645 0.33276338 0.42746816 0.51798098] [ 0.36419609] [ 0.26438073 0.60609774 0.38775461 0.72021898 0.38448631 0.75356826 0.37859254 0.40433807 0.36978985 0.57393102] [-0.26730009] [ 0.36936166 0.59800851 0.58595503 0.46057035 0.51455436 0.6217398 0.43828702 0.42731832 0.56320564 0.51746998] [ 0.56010477] [ 0.1549874 0.66778791 0.46070322 0.46233395 0.49332085 0.7975651 0.328781 0.40446985 0.43659297 0.65463388] [ 0.11099301] [ 0.35518268 0.47954934 0.52228863 0.45008231 0.45735433 0.5567909 0.41740992 0.51303455 0.51247771 0.50608914] [-0.1733242] [ 0.24944313 0.72759767 0.41438363 0.70004509 0.39924715 0.68204375 0.40890283 0.53747457 0.63492434 0.52154824] [ 0.21085404] [ 0.74026882 0.51809516 0.54542135 0.47049079 0.34092097 0.51597813 0.51260796 0.44768147 0.52889795 0.56936533] [-0.48081008] [ 0.40760995 0.73287213 0.47139792 0.54856089 0.4609674 0.57062633 0.48776509 0.40504083 0.51165793 0.57484786] [-0.4287742] [ 0.6770958 0.50794448 0.54865876 0.54120441 0.41033912 0.45262 0.40274478 0.38682595 0.52134199 0.60581592] [-0.00375373] [ 0.65763565 0.6903946 0.38817523 0.38198439 0.27946189 0.50209387 0.49418215 0.43664298 0.59587256 0.51837748] [-1.33183459] [ 0.58126571 0.67936103 0.45931307 0.5728878 0.22910421 0.39577827 0.44688544 0.5267081 0.58613843 0.42521955] [ 0.28488108] [ 0.58513093 0.58026457 0.51547712 0.38372929 0.20669389 0.3633882 0.54821032 0.72322683 0.60583958 0.37334736] [ 0.35617621] [ 0.1845108 0.51821434 0.48598666 0.54732645 0.46317152 0.66339358 0.39552172 0.49051786 0.49149925 0.36666005] [ 0.92513456] [ 0.47553121 0.467616 0.48807466 0.40572341 0.43329725 0.3322488 0.43852178 0.49640305 0.48409087 0.39264894] [-0.18592246] [ 0.67231884 0.63363777 0.4939153 0.49306949 0.36568115 0.59479589 0.39304057 0.42575832 0.59738807 0.61138035] [-0.41790514] [ 0.634946 0.54221881 0.51151237 0.25608048 0.47616275 0.52924196 0.55148244 0.4689229 0.44014641 0.44730295] [ 0.23519449] [ 0.24720228 0.63317462 0.47914449 0.60649438 0.46021015 0.80318783 0.47079151 0.4730599 0.47175787 0.62270206] [ 0.56010477] [ 0.1549874 0.66778791 0.46070322 0.46233395 0.49332085 0.7975651 0.328781 0.40446985 0.43659297 0.65463388] [-0.19236315] [ 0.52713591 0.45847874 0.44246869 0.57142117 0.40103252 0.4623655 0.44505673 0.33844502 0.52192531 0.41662508] [ 0.45679132] [ 0.49021435 0.6649607 0.43647371 0.63290735 0.45455226 0.56609573 0.54939507 0.61494512 0.52909163 0.49459271] [ 0.78957187] [ 0.77907533 0.59166387 0.63902701 0.25769171 0.41358568 0.3899464 0.66868112 0.58484566 0.63155837 0.39772689] [-0.06953685] [ 0.30126216 0.47239556 0.59312965 0.63690408 0.62937301 0.67911547 0.42164915 0.49719417 0.45452713 0.43456685] [-0.4393776] [ 0.4019371 0.78861106 0.33123439 0.57142728 0.36149964 0.51761733 0.3911375 0.39919266 0.53225865 0.62520423] [-0.56500355] [ 0.29017974 0.71270048 0.43658435 0.53349289 0.35305662 0.60484256 0.4725718 0.52268778 0.56494308 0.5626431 ] [ 0.29023957] [ 0.35633888 0.64926146 0.44485968 0.61685481 0.35705901 0.65111695 0.3354029 0.40199275 0.47054345 0.63083146] [ 0.72714109] [ 0.47991426 0.496443 0.58502308 0.3772884 0.49848061 0.550263 0.5076736 0.54899372 0.40750838 0.52750814] [ 0.18016731] [ 0.79476552 0.59958687 0.58068718 0.38882528 0.34531309 0.44744001 0.47607909 0.39374937 0.65115153 0.5970085 ] [-0.22075604] [ 0.39236306 0.57686473 0.49326149 0.38722377 0.43186863 0.70541289 0.38026378 0.70520408 0.51652453 0.54278545] [ 0.00209318] [ 0.34405129 0.68818702 0.4947705 0.52069661 0.40664091 0.63873782 0.4862753 0.55255322 0.48686198 0.49311116] [-0.89854992] [ 0.71111296 0.68061974 0.48534091 0.51220523 0.27646229 0.39370818 0.48964412 0.57077611 0.70038714 0.48463107] [-0.39245462] [ 0.48646806 0.40472266 0.62491982 0.34822308 0.46191177 0.49578357 0.63249944 0.5457767 0.4335936 0.39624988] [-0.07978988] [ 0.40993472 0.65809045 0.43007987 0.48721744 0.39629344 0.61252873 0.47398458 0.55180305 0.51343068 0.53076648] [-1.69070327] [ 0.64220525 0.62072013 0.57651912 0.44472234 0.37979948 0.31371725 0.52097328 0.63947661 0.63876689 0.26915394] [-0.32668102] [ 0.37139482 0.56628581 0.60739315 0.26543518 0.44256718 0.48912323 0.45696047 0.37023829 0.55504774 0.40324581] [ 0.17190989] [ 0.74657935 0.52197541 0.55934395 0.42194901 0.3108102 0.33318663 0.4638873 0.4454761 0.52090831 0.44470088] [-0.05963391] [ 0.32825073 0.52396734 0.40956592 0.58933218 0.36872522 0.52846369 0.36622395 0.42022654 0.50092369 0.4484707 ] [-0.83915799] [ 0.24594519 0.36475912 0.6989663 0.31971127 0.36688343 0.53155323 0.47980389 0.50850317 0.49513899 0.23532504] [-0.4087087] [ 0.36934714 0.53460295 0.36264577 0.61657816 0.35156268 0.6316681 0.33397723 0.52370847 0.42552453 0.51773637] [ 0.18464551] [ 0.42327978 0.70357339 0.44614966 0.50577294 0.33169686 0.64203477 0.42345524 0.59663674 0.59790115 0.6535872 ] [-0.24962229] [ 0.3922973 0.29321334 0.61907357 0.40284763 0.55565983 0.71517033 0.45061083 0.44748663 0.32090266 0.43912038] [ 0.27743424] [ 0.17132764 0.45014997 0.60796017 0.47884524 0.42627794 0.67827236 0.39575924 0.37355745 0.38139513 0.6095636 ] [-0.11583847] [ 0.27909065 0.50637504 0.50732034 0.39045436 0.33421874 0.65046615 0.33059633 0.43173847 0.49478635 0.39468806] [-0.15938922] [ 0.63171761 0.49308178 0.58934616 0.31884475 0.44484493 0.5489625 0.51262835 0.44715552 0.44983482 0.40388049] [ 0.45268684] [ 0.66152602 0.58407296 0.42450111 0.48763575 0.42704922 0.36088626 0.61380508 0.58813766 0.50699121 0.68337664] [-0.26260387] [ 0.27342144 0.55021007 0.55376057 0.43465106 0.38552077 0.63857787 0.45973921 0.44237032 0.48355136 0.40270203] [-0.251642] [ 0.31741523 0.37745953 0.69922973 0.28440946 0.4342669 0.64320416 0.45184648 0.41809147 0.3563952 0.47031961] [ 0.08501243] [ 0.28300506 0.66073621 0.35624997 0.62611361 0.4212416 0.51756887 0.40871935 0.33806993 0.39611319 0.67074749] [ 0.7803899] [ 0.63349865 0.52495841 0.53117343 0.41475545 0.36636384 0.36866338 0.50823328 0.50911729 0.53110574 0.4361081 ] [ 0.37942477] [ 0.57686923 0.69926372 0.47153924 0.59260432 0.34391385 0.52563151 0.55212092 0.46880428 0.67217744 0.59377571] [-0.0447157] [ 0.24173068 0.36161595 0.64045029 0.3385393 0.51192026 0.5890136 0.4361686 0.39060027 0.37844856 0.4894712 ] [ 0.20792125] [ 0.21788363 0.52711549 0.56080336 0.556906 0.38187769 0.76662296 0.38487295 0.39803405 0.42460301 0.5579613 ] [ 0.17537326] [ 0.24409971 0.45046522 0.65290685 0.4082609 0.49497321 0.63690041 0.34563887 0.35183433 0.4547176 0.42179066] [-0.65795545] [ 0.42308541 0.16773569 0.81590054 0.11723507 0.43810363 0.50166078 0.5119567 0.59407605 0.37230918 0.16584019] [ 0.12740961] [ 0.12776759 0.36335581 0.5562874 0.57391956 0.3674362 0.80914067 0.36243567 0.40297756 0.47441745 0.3926 ] [ 0.94854824] [ 0.81930237 0.42761062 0.71462588 0.17789431 0.45970079 0.28128714 0.60681111 0.67920831 0.55333939 0.27515362] [-0.47890725] [ 0.59685063 0.53193194 0.50908725 0.46188602 0.52629603 0.47489864 0.51772848 0.43080178 0.56207015 0.38657089] [ 0.44346451] [ 0.64600623 0.59131148 0.52989571 0.43385354 0.30469172 0.40768752 0.52411465 0.46464326 0.61555013 0.46713485] [ 0.28634822] [ 0.44729495 0.72824915 0.46979025 0.64178228 0.42694204 0.706278 0.5445763 0.44137687 0.5873451 0.58874173] [ 0.39333355] [ 0.70134311 0.66320925 0.56767291 0.50682057 0.44121543 0.46946068 0.55009745 0.57896262 0.65228628 0.47238268] [-0.39766971] [ 0.64323095 0.76448206 0.45327334 0.44340879 0.33148459 0.52692824 0.52450231 0.63296226 0.7049192 0.5651139 ] [ 0.05044725] [ 0.20072488 0.71455169 0.44888252 0.66286895 0.35704003 0.76096117 0.43395431 0.49751744 0.51373956 0.53910294] [ 0.63330903] [ 0.46155633 0.68656302 0.50142079 0.54490415 0.46020121 0.58901447 0.4531584 0.42386652 0.62544222 0.53307996] [ 1.22945122] [ 0.73452243 0.55818042 0.54047046 0.47763941 0.34468646 0.35724189 0.55184048 0.38998674 0.59394614 0.42593927] [-0.17108325] [ 0.25508808 0.4031007 0.65158408 0.30851554 0.5627787 0.57803466 0.38152341 0.53296211 0.37898549 0.56388203] [-0.04231495] [ 0.70793686 0.41488185 0.60348726 0.30684102 0.4786481 0.30934681 0.56201104 0.528264 0.47931132 0.38354527] [ 1.60508506] [ 0.72507387 0.5600966 0.62947727 0.32031106 0.45065005 0.41316511 0.52121236 0.53731151 0.51498537 0.4057619 ] [ 0.05612563] [ 0.49296394 0.74683048 0.38870377 0.66509946 0.22563075 0.42156736 0.53014834 0.56659311 0.64270214 0.47959893] [-0.10091798] [ 0.45666166 0.67903886 0.49394898 0.49730895 0.45019162 0.55975562 0.45317342 0.57192212 0.58705498 0.53030235] [-0.04660065] [ 0.41878512 0.54883464 0.48781175 0.61595757 0.48865142 0.75166174 0.37982786 0.49849025 0.47586605 0.59336104] [-0.03485823] [ 0.72796807 0.56064629 0.42370186 0.42052556 0.291637 0.55604652 0.43408426 0.45885211 0.51073346 0.49271554] [-0.28590279] [ 0.66440821 0.46939081 0.53689298 0.362549 0.43867767 0.53971487 0.54434567 0.41204169 0.61214981 0.52826264] [ 0.03308722] [ 0.21121564 0.4213231 0.6302911 0.58204846 0.37252513 0.7589217 0.3567821 0.36286021 0.40236918 0.38194026] [-0.61575613] [ 0.50922059 0.59112329 0.51705934 0.47338032 0.37357512 0.38894737 0.49970177 0.68597653 0.62806676 0.34170474] [-0.46189693] [ 0.41854584 0.75498849 0.37964928 0.63221494 0.27353686 0.54866896 0.40612158 0.37436386 0.65915742 0.6692372 ] [ 0.51195316] [ 0.29097319 0.65141489 0.49316284 0.5845872 0.41332978 0.68406185 0.38257001 0.6176637 0.66262687 0.46692153] [ 0.46137676] [ 0.38461092 0.77666664 0.3136889 0.66607891 0.27651368 0.5508154 0.50930929 0.59427687 0.62582517 0.48809522] [ 0.41846648] [ 0.29603446 0.73033248 0.35503835 0.69905507 0.25085011 0.64189308 0.3516064 0.38241687 0.50723354 0.59750145] [-0.36390707] [ 0.38952698 0.56366047 0.44336217 0.50335714 0.3236505 0.45960437 0.52422786 0.64966853 0.49229131 0.2483491 ] [-0.76724912] [ 0.87338012 0.4456064 0.5732789 0.32279341 0.29397448 0.19731843 0.64878778 0.56934714 0.64711545 0.38535078] [-0.15717645] [ 0.3381298 0.50182886 0.64634305 0.43385407 0.37780435 0.63024513 0.42654754 0.48784485 0.62049595 0.3754504 ] [-0.46764113] [ 0.47111169 0.65750102 0.43646998 0.6231411 0.25742077 0.38025594 0.40984455 0.51989695 0.59629441 0.42410386] [-0.21681663] [ 0.55706006 0.65647618 0.4398018 0.5886483 0.28596771 0.65804319 0.44484574 0.40897609 0.57260076 0.66331443] [-0.11336884] [ 0.35892293 0.60503338 0.43381259 0.5318547 0.34204752 0.5229668 0.44334232 0.60228334 0.49942992 0.40694624] [-0.00607202] [ 0.44658205 0.49279756 0.47407043 0.53045113 0.35111308 0.34191063 0.44403189 0.43379793 0.526348 0.34609532] [-0.1052132] [ 0.48272241 0.58940462 0.31894076 0.54536563 0.27479766 0.59341645 0.38217079 0.44458677 0.52769775 0.44635395] [ 0.92696512] [ 0.51830202 0.65772985 0.43336162 0.71265407 0.27681033 0.52273413 0.45862019 0.4325201 0.60898844 0.53580823] [-0.06879423] [ 0.22032311 0.51371572 0.53114917 0.34651435 0.45201432 0.63576263 0.47331753 0.40283451 0.43848311 0.43385796] [ 0.34426574] [ 0.35865652 0.72289374 0.46171316 0.5458697 0.39611391 0.66112469 0.41404348 0.40856039 0.53023996 0.60498226] [-0.46283755] [ 0.39338076 0.42239515 0.64713127 0.42132249 0.48002331 0.63711323 0.42964701 0.31317165 0.40277534 0.41276352] [ 1.65067766] [ 0.54960868 0.50785085 0.54855304 0.47692219 0.35241536 0.52191044 0.45269486 0.5230247 0.53751832 0.36754871] [-0.40695192] [ 0.53439614 0.57755593 0.38519355 0.61278825 0.30254671 0.56766002 0.45795804 0.66939607 0.50222748 0.48702596] [-0.44852928] [ 0.538353 0.56126948 0.59794486 0.27938568 0.388894 0.59735432 0.52074796 0.44474085 0.48056638 0.50760502] [ 0.12470495] [ 0.58922311 0.65752303 0.36572261 0.43062531 0.31282868 0.5093341 0.42040712 0.5119898 0.5342599 0.50054913] [-0.19767305] [ 0.49695858 0.6708326 0.4580349 0.58980039 0.18310813 0.43005599 0.48578196 0.67597927 0.63842616 0.41063886] [-0.4428461] [ 0.36350283 0.41564579 0.62525565 0.23575569 0.47522587 0.59752231 0.51502381 0.64869015 0.53774873 0.35017902] [-0.19266613] [ 0.58430922 0.67203326 0.44192149 0.49713137 0.37722871 0.57062284 0.46302684 0.59740602 0.56800996 0.48125656] [ 0.27983056] [ 0.29943186 0.61433488 0.43603036 0.59185952 0.44434573 0.77658539 0.46408686 0.40041072 0.58651498 0.6484723 ] [-0.33260785] [ 0.44737658 0.66586319 0.3318394 0.49900875 0.40554947 0.65383959 0.48024327 0.50411805 0.43256499 0.45761633] [-1.35955196] [ 0.44781875 0.58355405 0.55254822 0.1642839 0.33549737 0.37184608 0.47530668 0.61312807 0.55181134 0.25704424] [-0.57590083] [ 0.30975057 0.50792536 0.51922479 0.25169234 0.41357649 0.50551234 0.414371 0.43908848 0.49967856 0.35655037] [ 0.42414684] [ 0.55236005 0.53953119 0.53986229 0.48484248 0.48074027 0.44969711 0.56072442 0.46982267 0.59733306 0.36977679] [ 0.39111722] [ 0.48545732 0.69142372 0.50197818 0.34396624 0.34247823 0.55974899 0.54122587 0.57350446 0.49989093 0.47165776] [ 1.14690671] [ 0.70266284 0.71292219 0.41253629 0.52991213 0.23292921 0.24092414 0.53290936 0.59011153 0.7003521 0.40520938] [ 0.47239786] [ 0.13313159 0.5143426 0.4995369 0.45021279 0.47268655 0.80922366 0.35392002 0.36834399 0.42890495 0.53754544] [-0.01497616] [ 0.42365708 0.36000888 0.58342733 0.49320952 0.39973353 0.54807913 0.43234164 0.5003831 0.45598839 0.42221165] [ 0.36194795] [ 0.72316778 0.46787457 0.60117827 0.22481236 0.34505345 0.31477911 0.57264817 0.64464511 0.57607658 0.38012681] [ 0.43714172] [ 0.84899204 0.46258545 0.63860275 0.18541437 0.43177848 0.26908255 0.60945278 0.55125249 0.57968242 0.37866591] [ 1.51803429] [ 0.60631617 0.76938932 0.5428521 0.44256857 0.34426998 0.50034703 0.4960988 0.56512816 0.73591044 0.52609086] [-0.49229255] [ 0.36779908 0.60504083 0.47251508 0.51701533 0.41104607 0.58667911 0.41158733 0.36219213 0.58720155 0.51909665] [-0.06661895] [ 0.40333071 0.71094805 0.42153497 0.48344357 0.38619638 0.72534142 0.39398657 0.418122 0.60116154 0.71509716] [-0.40802977] [ 0.41017797 0.55840899 0.36856561 0.58498653 0.43345114 0.53063074 0.37400942 0.37835467 0.42645133 0.52098113] [ 0.14634416] [ 0.24094574 0.60492043 0.37675077 0.59089664 0.43642152 0.65086995 0.39806624 0.40596549 0.51173809 0.52787121] [ 0.41325765] [ 0.43179458 0.61752175 0.46543472 0.63804517 0.24496288 0.66453124 0.37354694 0.48620453 0.50813955 0.49603141] [-0.40466065] [ 0.26300847 0.36466473 0.6229292 0.26355476 0.59077884 0.50794153 0.48507413 0.30836491 0.47939648 0.30251268] [-0.32585476] [ 0.7134719 0.2400129 0.68736512 0.35862604 0.5590064 0.57268091 0.49156939 0.50996316 0.33425264 0.39252759] [ 0.09564084] [ 0.57889211 0.57984898 0.51389652 0.5048938 0.34278405 0.46837821 0.5974008 0.607194 0.55615602 0.43520565] [ 0.09989887] [ 0.26777576 0.2211408 0.79560861 0.30265879 0.46879477 0.59784238 0.47323021 0.45509548 0.42744759 0.2585233 ] [ 1.75853823] [ 0.63860653 0.54144133 0.48152392 0.33812603 0.25285891 0.19364553 0.55590925 0.66579298 0.59369007 0.30987531] Progress: 81.1% ... Training loss: 0.302 ... Validation loss: 0.459[ 0.18169176] [ 0.26125097 0.69268633 0.31148297 0.69565283 0.38831922 0.68189849 0.44365296 0.43511267 0.38658971 0.64478492] [-0.09085019] [ 0.15971666 0.63342085 0.39386948 0.63922169 0.41493305 0.68954662 0.5290554 0.60646547 0.4177171 0.46026066] [ 1.05447081] [ 0.48380578 0.55655516 0.42263332 0.57331734 0.33134135 0.53240367 0.47981203 0.5807603 0.57930672 0.40195936] [ 0.06192172] [ 0.2265653 0.71521376 0.4474182 0.45225297 0.46965932 0.67423222 0.3641668 0.4990638 0.55569598 0.71560546] [ 0.37444263] [ 0.20545057 0.65482258 0.47262357 0.58519823 0.41098147 0.80428616 0.37132048 0.57094546 0.52775072 0.50704357] [ 0.02568966] [ 0.60652155 0.58854131 0.49851514 0.4015609 0.36118223 0.44285873 0.51244235 0.54599412 0.55295684 0.50017465] [-1.18383155] [ 0.47830321 0.7846445 0.46386378 0.64146559 0.30754171 0.46575364 0.42813874 0.67628607 0.62738143 0.44237203] [-0.44524824] [ 0.3353134 0.60614437 0.44708127 0.59935066 0.41724902 0.47534972 0.40235373 0.63775055 0.57267154 0.3253198 ] [-0.35895326] [ 0.43789756 0.42959579 0.67231594 0.1904288 0.48221946 0.67007034 0.4769732 0.41739184 0.38808954 0.46780276] [-0.33865361] [ 0.75515147 0.14729637 0.71337239 0.2733901 0.44967847 0.35382819 0.5524215 0.48064324 0.3141672 0.23267399] [ 1.06504817] [ 0.73089236 0.4428325 0.59555373 0.32744701 0.39375732 0.33465218 0.53794954 0.7225013 0.58987965 0.2546804 ] [-0.38637955] [ 0.42679126 0.59862397 0.49796311 0.20807134 0.31136036 0.43138598 0.48327814 0.68581598 0.56244041 0.28614015] [-0.2479607] [ 0.46474671 0.60591249 0.43447975 0.58949672 0.33850498 0.57191513 0.31848551 0.37423013 0.47853802 0.5409628 ] [-0.30983886] [ 0.35887906 0.42115601 0.6285757 0.3197999 0.43033273 0.51670989 0.44134736 0.4761283 0.42995769 0.3792306 ] [-0.34768123] [ 0.30524558 0.70580265 0.38905112 0.59140068 0.293516 0.59877715 0.49723317 0.65633639 0.5072182 0.42834207] [ 0.29161764] [ 0.29472944 0.45162341 0.41067343 0.65813296 0.60735282 0.7750598 0.39985883 0.45412568 0.33413093 0.51724326] [-0.20789916] [ 0.75157725 0.31512674 0.73673749 0.25462547 0.57922606 0.38388377 0.54708566 0.54299045 0.4170069 0.38625703] [-0.53052677] [ 0.34603495 0.63203939 0.40211145 0.51290083 0.39273387 0.7063478 0.35685533 0.6192756 0.4273727 0.51347326] [-0.18379766] [ 0.27766409 0.62319503 0.33640456 0.72755934 0.29618204 0.61197844 0.3927983 0.56157061 0.50299985 0.46283016] [ 0.19728648] [ 0.55513909 0.62256547 0.42413434 0.63609183 0.36359476 0.37023112 0.50625008 0.41749129 0.65151213 0.70997473] [ 0.4902444] [ 0.09658744 0.74133604 0.46157655 0.64664292 0.34300862 0.75901927 0.34122519 0.45768967 0.48653196 0.62814492] [-0.04969639] [ 0.43625865 0.55285937 0.45939654 0.58149605 0.38852198 0.5104399 0.44453076 0.413921 0.51037901 0.40624562] [-0.20483998] [ 0.33053902 0.51196681 0.52152578 0.43564213 0.53608821 0.53092569 0.45189368 0.47955125 0.44611704 0.47151566] [-0.39925852] [ 0.77414619 0.63447727 0.4312721 0.4633071 0.34204032 0.31504958 0.53208651 0.38977744 0.63861809 0.46707195] [-0.3133759] [ 0.34871779 0.74357432 0.30629132 0.7265012 0.33839334 0.70781846 0.47712766 0.5860396 0.52492135 0.46881876] [ 0.55215813] [ 0.3208631 0.69817158 0.49944575 0.73219379 0.37465755 0.73098132 0.30676741 0.4593988 0.48270112 0.60157378] [ 0.15177737] [ 0.38877526 0.37833 0.67964589 0.26678394 0.55793471 0.57190052 0.43602729 0.51755928 0.41245596 0.50229209] [ 0.28973462] [ 0.59588155 0.52086907 0.62613787 0.3804143 0.31781146 0.33867477 0.56375676 0.6271858 0.59121263 0.243546 ] [-0.29153753] [ 0.31827056 0.62107954 0.4793359 0.52551141 0.34316985 0.68212768 0.42257462 0.49456911 0.51028411 0.5199291 ] [-0.61074945] [ 0.51110285 0.68979177 0.48840949 0.65752513 0.41433674 0.62425822 0.41003754 0.51309024 0.58950177 0.51628224] [ 0.90796229] [ 0.39702391 0.63054278 0.36869063 0.59301634 0.27398803 0.53403353 0.42430059 0.48220863 0.49367429 0.40046019] [ 0.0254333] [ 0.4132083 0.35720906 0.69526862 0.31258813 0.59334635 0.61356098 0.39130598 0.43579201 0.46350891 0.472847 ] [ 0.09432363] [ 0.19473677 0.68538008 0.41082485 0.61634635 0.37665839 0.75773163 0.48679814 0.51403051 0.49280927 0.55794236] [ 0.08782937] [ 0.37119923 0.64003246 0.30054214 0.60350502 0.26189271 0.51730172 0.38344283 0.41452085 0.56020859 0.41422674] [-0.36484031] [ 0.23382864 0.44976242 0.65204733 0.28051345 0.4202301 0.64152502 0.47062358 0.44422851 0.52013368 0.37654798] [-0.33625771] [ 0.51167869 0.6460458 0.43512553 0.56661686 0.26874479 0.59633775 0.40396574 0.41891718 0.55799425 0.54607526] [-0.78649314] [ 0.43683658 0.6864861 0.43605298 0.67223162 0.43261666 0.49854885 0.43914516 0.6669577 0.47337561 0.47938144] [-0.08373891] [ 0.43601576 0.65990988 0.50018086 0.50146482 0.27406163 0.49940307 0.52096196 0.63796548 0.57466336 0.36787296] [-0.42835273] [ 0.68756848 0.4794798 0.55630175 0.44191551 0.37062724 0.3041673 0.51799745 0.5046559 0.53616767 0.40242294] [-0.17259803] [ 0.29594553 0.55074625 0.50268045 0.30602198 0.39192471 0.6315206 0.45643251 0.45050496 0.48127748 0.40469998] [ 0.03336794] [ 0.72968329 0.63425601 0.58423268 0.28680785 0.46405231 0.53375146 0.57327497 0.54273069 0.62181534 0.53260417] [-0.303276] [ 0.30007187 0.44054196 0.55119117 0.46402636 0.42977465 0.64735019 0.41931109 0.34133341 0.41098984 0.41771741] [-0.33794] [ 0.29587756 0.66249446 0.44733018 0.69768425 0.32848731 0.72036441 0.4351958 0.52158945 0.51147078 0.52462838] [ 0.2736326] [ 0.63832415 0.80216483 0.45967952 0.49767649 0.34509784 0.39439002 0.61329726 0.67075558 0.71709197 0.54439493] [ 0.05562278] [ 0.57392161 0.51222784 0.51112524 0.46409605 0.34943505 0.4544443 0.48796639 0.56271361 0.51654167 0.4628675 ] [ 0.04447049] [ 0.22317998 0.5103619 0.44457991 0.39167565 0.5089994 0.74178311 0.30672998 0.4716043 0.33837087 0.51156457] [-0.34398794] [ 0.55853689 0.55265694 0.4730778 0.32317211 0.41995349 0.33353483 0.51029829 0.52358851 0.55034555 0.44361148] [-0.34446046] [ 0.6377664 0.53804408 0.53363324 0.65325703 0.43034841 0.34181488 0.57569665 0.62714799 0.54682767 0.62892421] [ 0.22326974] [ 0.26194021 0.62739616 0.40957319 0.72523537 0.37776926 0.68692477 0.44351742 0.52022197 0.43702528 0.60136775] [-0.03865272] [ 0.35651845 0.63740455 0.49396971 0.57025286 0.41093797 0.72198065 0.47215148 0.34938339 0.63682738 0.65173215] [ 0.1871792] [ 0.15864306 0.43623536 0.61108833 0.45285201 0.42988294 0.70794557 0.38792856 0.4406117 0.55000045 0.42730101] [-0.04058149] [ 0.48996793 0.61674117 0.41696968 0.4714293 0.32553664 0.39724533 0.39238759 0.4353313 0.64394304 0.38389709] [ 0.36092116] [ 0.11768912 0.68566109 0.32504907 0.58434414 0.43249441 0.72580405 0.24102701 0.51617664 0.39927416 0.6075169 ] [-0.15342277] [ 0.70736752 0.66677363 0.47282272 0.48362316 0.25049644 0.43696187 0.53616139 0.52068805 0.65736564 0.51233766] [ 0.56548982] [ 0.09262145 0.48611935 0.62676731 0.46047865 0.40305579 0.8368923 0.3133808 0.32982373 0.38903674 0.49152767] [ 0.14379085] [ 0.64135871 0.66733785 0.43189231 0.40866398 0.33915932 0.38189231 0.63328627 0.57031816 0.71857853 0.43331584] [ 0.01022322] [ 0.22400494 0.67603691 0.50500809 0.50214463 0.47499043 0.71122296 0.3518113 0.54792806 0.51306112 0.60873374] [-0.28211046] [ 0.76652563 0.34139713 0.67127486 0.23637063 0.46329443 0.43443505 0.53392826 0.5002949 0.4690462 0.4568127 ] [-0.60417918] [ 0.41607922 0.33078774 0.73830409 0.31452223 0.5628941 0.57502164 0.44671953 0.46875291 0.48602243 0.44805234] [ 0.08520979] [ 0.252556 0.46821545 0.57486352 0.37493702 0.45336871 0.74014774 0.4079746 0.36692724 0.3627425 0.43945906] [ 0.40103776] [ 0.35585439 0.75140551 0.25244398 0.61828012 0.2347853 0.6274255 0.4146274 0.52806278 0.55477312 0.56900894] [-0.32130672] [ 0.59653004 0.52441675 0.51367206 0.60472925 0.46513199 0.41287967 0.45869576 0.545618 0.55115289 0.38080426] [-0.10221356] [ 0.32292884 0.66091506 0.39966818 0.60700069 0.3440084 0.58606848 0.38927353 0.3891621 0.4444533 0.65961795] [ 0.37239638] [ 0.32056387 0.55682454 0.54023371 0.31886461 0.49642992 0.62479098 0.40895376 0.62973964 0.50126825 0.49860686] [-0.50674676] [ 0.65733997 0.55531279 0.5679769 0.53838575 0.31200096 0.36274059 0.5019987 0.52635231 0.61383662 0.38184338] [ 0.22710418] [ 0.3414964 0.71772041 0.541586 0.51691057 0.48241362 0.71526287 0.40609909 0.38494837 0.58941052 0.64886998] [-0.46912331] [ 0.67454418 0.65864119 0.49718455 0.38131294 0.34229744 0.40787984 0.4514449 0.568416 0.68118813 0.5211481 ] [-0.53503544] [ 0.56518541 0.76664658 0.47343462 0.57859548 0.40675645 0.45776714 0.44967183 0.62522167 0.64284404 0.49942626] [-0.24797394] [ 0.22209142 0.50472332 0.44312834 0.41317876 0.37351938 0.59033041 0.47288325 0.46047516 0.48734654 0.40569645] [ 0.9462688] [ 0.07509948 0.66287245 0.36234063 0.69009277 0.51486611 0.78872316 0.34747788 0.32904127 0.35042795 0.58709421] [ 0.27909239] [ 0.18803895 0.74712721 0.3194487 0.64980693 0.43602462 0.78297945 0.26672784 0.62705219 0.52394466 0.71747418] [-0.42872131] [ 0.30542192 0.36217169 0.55545896 0.28003313 0.49257454 0.56073388 0.43336067 0.51183957 0.49641045 0.3405436 ] [-0.62933845] [ 0.49709516 0.50963964 0.57241294 0.42320813 0.3055516 0.37249428 0.52709208 0.4817915 0.47677175 0.38622535] [ 0.41131579] [ 0.20244031 0.77186852 0.35402243 0.61873594 0.29712634 0.6499108 0.43371848 0.60568553 0.54045581 0.4296906 ] [-0.54723887] [ 0.56533525 0.51343308 0.51625555 0.42114941 0.25510304 0.32884017 0.58593699 0.68532577 0.55126206 0.32893685] [-0.57274974] [ 0.31442517 0.74786767 0.40408365 0.54744033 0.28841389 0.53746548 0.42319555 0.45249633 0.6057736 0.63591517] [ 0.1078095] [ 0.33754842 0.62437046 0.44604379 0.62177965 0.29412664 0.62604834 0.43351929 0.59444572 0.49572283 0.42162197] [-0.61343266] [ 0.69634484 0.5334619 0.57415239 0.43608432 0.47201688 0.44669995 0.60457507 0.52017942 0.46692776 0.60681571] [ 0.66390507] [ 0.12334756 0.63407531 0.43532836 0.64984024 0.42013483 0.79746283 0.31018205 0.38279548 0.39101711 0.60839495] [ 0.06988697] [ 0.16904566 0.62291869 0.42068067 0.69774422 0.37950335 0.744734 0.42696447 0.4975746 0.44351218 0.51004059] [-0.48498595] [ 0.73129683 0.69121192 0.61640251 0.4805632 0.47113164 0.53158612 0.59905118 0.49550163 0.68592965 0.57417706] [ 0.13381427] [ 0.3304288 0.52642228 0.46836842 0.58236231 0.51350768 0.79441976 0.49210562 0.45285041 0.45572362 0.59050746] [-0.18143019] [ 0.25184174 0.40306988 0.65081292 0.30929688 0.56489342 0.58408597 0.37964096 0.52854177 0.37716745 0.56682549] [ 0.56745682] [ 0.26405826 0.64752612 0.52420291 0.53488335 0.32569503 0.55097073 0.42681742 0.52219658 0.54315304 0.34447592] [ 0.26079338] [ 0.48777215 0.78935552 0.41766837 0.56297671 0.32350887 0.49110832 0.56238155 0.5178463 0.67594041 0.72944319] [-0.22793051] [ 0.4987436 0.70521017 0.45147772 0.52898265 0.37282668 0.56310142 0.4491634 0.57245177 0.60428786 0.48554344] [ 0.09312785] [ 0.17413456 0.5998357 0.41189019 0.62607014 0.36902205 0.75410047 0.28948973 0.60031181 0.52072845 0.5051702 ] [-1.22103786] [ 0.83662746 0.65594325 0.61261826 0.39633477 0.43514491 0.43745712 0.6074011 0.55902476 0.72659416 0.50740019] [ 0.12234449] [ 0.11397134 0.45696284 0.57818961 0.43036384 0.44697458 0.68599205 0.39059429 0.44317105 0.42754858 0.42383699] [ 0.09334925] [ 0.33536488 0.68339518 0.46932612 0.57739934 0.49308923 0.79037818 0.29062225 0.58431791 0.47548713 0.69679472] [-0.69569882] [ 0.48794797 0.68039003 0.43618244 0.63392246 0.40757896 0.62336893 0.43416278 0.70052169 0.49105541 0.44036043] [ 0.81601301] [ 0.73936384 0.57991232 0.52108555 0.45373324 0.26771338 0.39602751 0.44017943 0.4038266 0.64159534 0.41714842] [-0.60612423] [ 0.4064889 0.33531377 0.70146852 0.28477727 0.42867683 0.62806365 0.43990856 0.53602577 0.39519809 0.37414976] [-0.28740195] [ 0.72553604 0.69092874 0.4518647 0.43258522 0.35754935 0.33490932 0.4788317 0.50554204 0.62543469 0.50631031] [-0.09494214] [ 0.4162602 0.66016614 0.37304331 0.6649128 0.41799526 0.72636914 0.46056143 0.62320405 0.517377 0.54745871] [-0.24651943] [ 0.35693766 0.57768829 0.48037351 0.44689295 0.52133343 0.65323472 0.40992436 0.47949076 0.40482106 0.54283504] [ 0.58888129] [ 0.3494872 0.61492498 0.61071442 0.31969086 0.39029559 0.52147395 0.41375361 0.44598429 0.63315369 0.4193109 ] [-0.21544833] [ 0.33182181 0.35738008 0.67695983 0.33414499 0.55411587 0.62834717 0.41481287 0.56059681 0.49357033 0.38872482] [-0.59504827] [ 0.67416713 0.51075198 0.6189027 0.3390524 0.47856275 0.52940088 0.53288838 0.43793883 0.60348333 0.57293275] [-1.22632261] [ 0.52544302 0.42691257 0.54932369 0.28705459 0.36538582 0.43177032 0.49239088 0.69304795 0.58800616 0.2614671 ] [-0.11529844] [ 0.3092537 0.70502598 0.35107117 0.68396494 0.39419292 0.7183657 0.43341892 0.62854758 0.50645747 0.50495461] [-0.69336076] [ 0.41082759 0.52865654 0.5471336 0.48651995 0.43241165 0.55373021 0.41521433 0.36929047 0.49727331 0.46856715] [-0.00568582] [ 0.16646111 0.53703305 0.40906219 0.4285437 0.44311055 0.72685114 0.39215933 0.38620957 0.48644125 0.46522439] [-0.19527419] [ 0.41273253 0.59747965 0.50229505 0.31939762 0.28154197 0.42467195 0.50379747 0.72996481 0.5536247 0.27893391] [-0.42998067] [ 0.53506368 0.42390851 0.52958483 0.28633597 0.45630247 0.62041747 0.4951867 0.57047383 0.47079865 0.41273828] [ 0.01854671] [ 0.79426302 0.48657155 0.61250911 0.26708191 0.41507265 0.34289633 0.53411792 0.54224277 0.63745468 0.47523211] [-0.14918889] [ 0.28028757 0.49880115 0.57087354 0.46613157 0.42004319 0.74129217 0.45709732 0.49006602 0.35257905 0.49948056] [ 0.35163119] [ 0.24142675 0.26331608 0.69392103 0.30423868 0.65903131 0.74160658 0.39676555 0.26481427 0.22007567 0.50523423] [-0.30472499] [ 0.38757928 0.36373326 0.59535714 0.30423744 0.45017848 0.51786376 0.50118685 0.51735644 0.40464673 0.33717223] [-0.52645928] [ 0.42020909 0.78990184 0.32179861 0.53002558 0.36786477 0.59506005 0.34090723 0.50336368 0.57106131 0.65564547] [-0.0608859] [ 0.48275367 0.6491651 0.43965315 0.51612044 0.30381528 0.40555938 0.37992763 0.48736035 0.61353887 0.45000191] [-0.64021945] [ 0.58446685 0.63008341 0.49757036 0.50349062 0.29693323 0.52862218 0.44686238 0.30741146 0.62005315 0.54514436] [-0.3607627] [ 0.37058265 0.56201915 0.44079851 0.57510068 0.35675812 0.39946294 0.57579155 0.60295748 0.49438962 0.4003074 ] [-0.00020624] [ 0.25455971 0.47718622 0.50927361 0.38370539 0.51234721 0.75368231 0.37378105 0.57390912 0.45105127 0.52092485] [ 0.06466363] [ 0.1555088 0.48453973 0.56475539 0.60469365 0.4402188 0.77201145 0.41364905 0.4596752 0.37681777 0.43904513] [-0.31394638] [ 0.23695852 0.70076489 0.37889976 0.53990166 0.35634002 0.6835494 0.41656325 0.51978338 0.60220685 0.43434263] [-0.22831171] [ 0.56030751 0.55286651 0.55405316 0.43915616 0.31789433 0.40972363 0.53955979 0.59275608 0.55949546 0.3128635 ] [-0.80217185] [ 0.52108778 0.56442536 0.53224735 0.42398779 0.47655335 0.67439284 0.54685692 0.42938044 0.594468 0.54292344] [-0.80061121] [ 0.5744997 0.61785177 0.57000152 0.41154706 0.42755424 0.6432292 0.52640498 0.48828314 0.53430991 0.54644987] [-0.35424032] [ 0.40142415 0.41290649 0.47608823 0.59429959 0.33579686 0.60637411 0.3833173 0.65207155 0.46316281 0.39170815] [-0.04043137] [ 0.47602181 0.6983617 0.40846026 0.6751089 0.26162936 0.74217476 0.33606612 0.40940185 0.51794164 0.68000969] [ 0.10364617] [ 0.23422879 0.40090452 0.55744006 0.42185895 0.6035112 0.71490588 0.36926506 0.41943095 0.32692702 0.50264289] [-0.46369123] [ 0.73348815 0.58678764 0.54573858 0.24991548 0.39410651 0.46569408 0.52088113 0.46197332 0.49433076 0.55864774] [-0.07089975] [ 0.19920611 0.42704296 0.43756331 0.36530255 0.4897656 0.62774443 0.40749088 0.45889455 0.41022868 0.38956342] [-0.10597864] [ 0.32008072 0.65469482 0.41035663 0.61781932 0.38186035 0.5724728 0.58486881 0.54266755 0.54785448 0.44665199] [-0.79441746] [ 0.74229463 0.53966815 0.54560551 0.47288489 0.38224552 0.33878118 0.43178067 0.40824051 0.57196127 0.51458755] [-0.53742922] [ 0.20029895 0.38783723 0.55045345 0.61235467 0.3999905 0.57476445 0.36968839 0.47899402 0.56988747 0.28801007] [ 1.03065614] [ 0.70670339 0.46431286 0.55837885 0.37259327 0.38234147 0.36468691 0.45303912 0.486205 0.57961137 0.39460298] Progress: 81.4% ... Training loss: 0.316 ... Validation loss: 0.484[ 1.17804101] [ 0.29898506 0.69822299 0.48720921 0.39963756 0.33270193 0.36029848 0.50089724 0.59498602 0.64798328 0.33976416] [ 0.14171378] [ 0.31230824 0.2949087 0.64452976 0.40058679 0.56624696 0.67278869 0.48313071 0.53121702 0.40186661 0.38354695] [-0.04629079] [ 0.35048613 0.47235336 0.61999281 0.34976537 0.47736234 0.627175 0.37243064 0.44480888 0.50074276 0.39887022] [ 1.09748157] [ 0.73866627 0.63749392 0.49308735 0.43587758 0.28157946 0.28571468 0.53290304 0.48780647 0.64076071 0.48400767] [ 0.13623609] [ 0.43349334 0.81122205 0.386279 0.67223312 0.4570118 0.76100309 0.42284714 0.48823257 0.59532413 0.7305283 ] [ 0.36122012] [ 0.286096 0.62751239 0.57437034 0.37646275 0.61699733 0.72961426 0.36875319 0.39361113 0.37977105 0.65182398] [-0.39621059] [ 0.37395874 0.59765364 0.44357907 0.57062415 0.38906309 0.4482566 0.40200002 0.38292292 0.36957936 0.58492624] [-0.29104601] [ 0.75642319 0.44416791 0.67537637 0.37405954 0.58347389 0.47642043 0.46458299 0.48031123 0.50285602 0.44541451] [ 0.18487598] [ 0.23700729 0.58501228 0.56393835 0.37089732 0.42433269 0.69198674 0.34626508 0.41550788 0.50691159 0.49488616] [ 0.62800966] [ 0.13867671 0.61657434 0.39912577 0.66134508 0.5135746 0.72648263 0.35032219 0.34803291 0.46422482 0.56726571] [ 0.24292893] [ 0.14217549 0.29391972 0.5848237 0.5108975 0.59400639 0.60359941 0.47470624 0.32600586 0.37957849 0.52573724] [ 0.67940313] [ 0.22707983 0.48292997 0.54899588 0.66440791 0.69068873 0.81644337 0.43942069 0.40116908 0.3831955 0.53144874] [-0.22867655] [ 0.26162009 0.32048744 0.57582077 0.53504353 0.33694833 0.65038513 0.37396502 0.54002528 0.42366343 0.31882292] [-0.02781906] [ 0.37195326 0.47947668 0.46471563 0.60685906 0.40905007 0.64933507 0.49542154 0.56269308 0.45419813 0.47544564] [-0.48651689] [ 0.51064659 0.59673557 0.39528339 0.51467516 0.43166348 0.59929637 0.54159364 0.49475848 0.55557148 0.5740704 ] [ 0.01242638] [ 0.30975683 0.35217376 0.68808478 0.40934494 0.47425453 0.79825849 0.45088211 0.3960766 0.41942026 0.44282675] [ 0.84628126] [ 0.6556691 0.52825932 0.52805942 0.40894709 0.36218632 0.39765691 0.47278865 0.38418935 0.57742133 0.46666642] [ 0.01732267] [ 0.31493267 0.50397504 0.48280792 0.57392433 0.43159047 0.74183638 0.34183591 0.58361869 0.45856987 0.60689451] [-0.05162127] [ 0.43938099 0.57800632 0.57171647 0.60524169 0.39607778 0.48573195 0.46307276 0.54354527 0.52617595 0.41668665] [ 0.40092736] [ 0.17636711 0.46408176 0.57003335 0.36206101 0.54282596 0.792802 0.38399194 0.45612969 0.4935857 0.52760784] [ 0.23117975] [ 0.16590174 0.57170109 0.39807935 0.52813521 0.38319807 0.65578242 0.31817825 0.527775 0.44828588 0.4310927 ] [ 0.63052052] [ 0.62152906 0.38036686 0.60643775 0.45239817 0.43996175 0.40037923 0.35893999 0.39949388 0.46867597 0.37721731] [-0.17658707] [ 0.44925481 0.58578136 0.43133947 0.55225807 0.40841392 0.55810742 0.30501118 0.41996705 0.44674522 0.55702134] [ 0.4030328] [ 0.21291871 0.28816954 0.65097454 0.44858195 0.5503788 0.49492572 0.38055589 0.41302798 0.39001003 0.47154023] [ 0.30559073] [ 0.39366303 0.69600571 0.4653003 0.63747264 0.44466264 0.74745778 0.37514884 0.46839036 0.48885746 0.6778727 ] [ 1.042756] [ 0.32423579 0.42101024 0.65719613 0.32102151 0.38596631 0.42487636 0.51408997 0.55599783 0.51467525 0.26318404] [ 2.37037689] [ 0.73274999 0.44584807 0.57010242 0.45999153 0.2294592 0.35841258 0.48552126 0.65835558 0.53594793 0.29921372] [-0.12441355] [ 0.29363797 0.36790606 0.57528296 0.44113429 0.47388558 0.48777079 0.43891827 0.40216249 0.44780715 0.30259028] [-0.1332393] [ 0.45001791 0.64278002 0.41806109 0.67696205 0.24317048 0.68549317 0.32040149 0.42374171 0.50533746 0.56420082] [ 0.10374485] [ 0.47336028 0.60467884 0.56559424 0.46829522 0.41399745 0.4868338 0.50572011 0.54222417 0.58409555 0.42674684] [-0.33404648] [ 0.67780117 0.56330793 0.52545251 0.55439919 0.34311115 0.4719245 0.41964992 0.46066867 0.60532525 0.66122095] [ 0.61709958] [ 0.77625653 0.50069255 0.59993079 0.24433047 0.43520013 0.30311083 0.58651278 0.42061502 0.63537883 0.41288372] [ 2.20236961] [ 0.75174498 0.6421245 0.6150274 0.37903898 0.48943445 0.42894404 0.49574225 0.56141141 0.67511847 0.52313828] [-0.44644083] [ 0.33320421 0.6703211 0.40017371 0.5908436 0.40217032 0.5012203 0.42966916 0.48004513 0.39704086 0.54240912] [ 0.21779327] [ 0.16362586 0.39692993 0.52834877 0.63059022 0.42941883 0.56917171 0.45686373 0.4477516 0.41633076 0.47053532] [-0.22823541] [ 0.63679797 0.76429637 0.42351381 0.40009581 0.28967443 0.53544801 0.55174211 0.58796345 0.58326442 0.51674123] [ 0.48420799] [ 0.21234627 0.40613244 0.50660147 0.48484112 0.63166399 0.8563342 0.44149602 0.51438755 0.37609675 0.51743987] [ 0.69222269] [ 0.85623111 0.53640821 0.59885292 0.25229953 0.34677065 0.3139532 0.60860534 0.48165103 0.62374744 0.4202873 ] [ 0.54305978] [ 0.67470307 0.61917386 0.51744081 0.40737422 0.37851696 0.4484984 0.48100991 0.42526722 0.53472044 0.617287 ] [ 0.81169712] [ 0.40445584 0.3242874 0.71981459 0.29283591 0.35126473 0.58872861 0.44434941 0.40050088 0.37921585 0.2842288 ] [-0.01967649] [ 0.23577095 0.54462453 0.5185689 0.38131827 0.51260482 0.72404025 0.35009384 0.50334484 0.4653649 0.56166216] [ 0.25995694] [ 0.23822101 0.60484424 0.37576002 0.59312486 0.43782893 0.65539109 0.39684863 0.40374544 0.51027567 0.53136589] [ 0.41215762] [ 0.19622031 0.67668479 0.32455595 0.5402215 0.46080278 0.67349634 0.38505 0.2823391 0.44095046 0.54031396] [ 0.29309826] [ 0.2400881 0.37459873 0.61261828 0.39882909 0.53624444 0.77825952 0.34017166 0.46289121 0.35140903 0.4799071 ] [ 0.1044716] [ 0.50823184 0.60785533 0.49933546 0.54467714 0.40361042 0.51826387 0.59133982 0.52393245 0.53850885 0.45479472] [ 0.03440929] [ 0.21666633 0.47855666 0.58511674 0.4537785 0.43091037 0.66910604 0.318936 0.48122544 0.49463649 0.36941985] [ 0.29355229] [ 0.69834725 0.59930545 0.54196368 0.28132872 0.40275917 0.41352798 0.55126446 0.49887157 0.58474446 0.52209777] [ 0.25695225] [ 0.3648789 0.6794337 0.45401814 0.67078921 0.51536156 0.72218563 0.32439816 0.52296924 0.47695792 0.6720459 ] [ 1.15441368] [ 0.50611669 0.5927621 0.42504954 0.57032081 0.344452 0.38298326 0.44972525 0.50433858 0.54938862 0.36149551] [-0.18592501] [ 0.52254548 0.55755786 0.5325345 0.53186767 0.29033702 0.57720958 0.47300774 0.42414788 0.50472156 0.4855267 ] [-0.18462336] [ 0.3455989 0.45218521 0.65195734 0.30597609 0.44596334 0.5774851 0.43080462 0.47807542 0.54737704 0.40313471] [-0.7675411] [ 0.42907741 0.48018148 0.62022745 0.41235004 0.43487827 0.59082032 0.47730369 0.50557593 0.36133094 0.43363252] [ 0.47971004] [ 0.3471061 0.64280997 0.40403573 0.60327737 0.41850962 0.66521371 0.28387758 0.4126272 0.44323799 0.66029034] [-0.3756479] [ 0.23277611 0.32545353 0.62240233 0.5411091 0.34881307 0.56940522 0.48025507 0.41430096 0.44012727 0.28279045] [-0.11352434] [ 0.29129705 0.43876228 0.66530437 0.20644138 0.48195056 0.66169976 0.4683045 0.38525208 0.37332669 0.43749314] [ 0.25124636] [ 0.28645879 0.3538796 0.67933782 0.254462 0.59212603 0.77847252 0.40114375 0.38105548 0.35800963 0.56890718] [ 0.37743259] [ 0.11894237 0.43600807 0.49697567 0.59477942 0.42087956 0.75646064 0.34031868 0.3620514 0.35834564 0.40285938] [ 0.12745507] [ 0.38038198 0.52103808 0.5414053 0.35201601 0.50018836 0.72943359 0.40044853 0.35321178 0.47957825 0.65984931] [-0.46272486] [ 0.54031993 0.5581654 0.54449985 0.39239584 0.55373938 0.52438604 0.51587557 0.25781048 0.46485426 0.56087553] [ 0.32934915] [ 0.11950788 0.40397558 0.63909255 0.43866021 0.44225825 0.77484416 0.33628445 0.36296634 0.37418145 0.44956055] [ 0.40959738] [ 0.63431724 0.52579971 0.58557016 0.31398038 0.42129141 0.51128254 0.59394878 0.47496004 0.56065912 0.53545227] [-0.28405145] [ 0.34278186 0.45526745 0.64557364 0.37796162 0.46433582 0.59457359 0.43821736 0.45030587 0.47540509 0.47586795] [ 0.30223174] [ 0.61551182 0.58504316 0.5425704 0.41247794 0.44448739 0.40027572 0.58211439 0.52079817 0.4974081 0.5273504 ] [ 0.30275354] [ 0.23267268 0.60791191 0.5641502 0.37002876 0.41018615 0.73173045 0.36909485 0.61029052 0.48286673 0.51977998] [ 0.16861007] [ 0.55630613 0.7022443 0.53479465 0.6020199 0.41820212 0.74740888 0.43045785 0.57345882 0.52046729 0.64931697] [-0.16933669] [ 0.25762664 0.51251311 0.52303784 0.3950942 0.3978272 0.54109805 0.45817733 0.39499116 0.49962423 0.2947776 ] [-0.15133907] [ 0.35932914 0.59102663 0.51874165 0.47908964 0.45855197 0.48578663 0.51462309 0.5366211 0.53217116 0.4882139 ] [-0.29097794] [ 0.5622117 0.45032983 0.49516017 0.58876276 0.25416831 0.36079786 0.47120423 0.60192432 0.47016366 0.2434179 ] [ 0.23753643] [ 0.17383699 0.73071287 0.34340797 0.65873778 0.30156135 0.69572176 0.27923606 0.50626629 0.45936634 0.58163749] [-1.23942268] [ 0.55488182 0.54061426 0.53030077 0.50584715 0.29835702 0.38431439 0.40054926 0.52457856 0.47515063 0.37336804] [-0.08851735] [ 0.61568218 0.58804439 0.47899144 0.37531642 0.39880389 0.45695401 0.49328675 0.54818772 0.60444047 0.50310129] [-0.2118677] [ 0.24206122 0.54479774 0.51400342 0.42720373 0.38726925 0.49146903 0.5295012 0.45654718 0.57002759 0.3522252 ] [-0.17774257] [ 0.67130382 0.45595068 0.55768357 0.33101763 0.32238467 0.52452751 0.51214012 0.63150574 0.4137682 0.34517928] [ 0.16783107] [ 0.17304594 0.46406155 0.4454127 0.59427981 0.33300514 0.75699652 0.37423935 0.4429732 0.44341679 0.41073561] [-0.01059481] [ 0.23839399 0.59645387 0.57669404 0.41409948 0.32470466 0.61937852 0.39816299 0.43116718 0.57990767 0.3905647 ] [-0.26582919] [ 0.46585293 0.56109378 0.48704782 0.44110574 0.37518392 0.56916062 0.42286422 0.44725168 0.50955024 0.53523116] [ 0.42532612] [ 0.11136528 0.65763294 0.4224909 0.67862397 0.41863763 0.69095712 0.32361229 0.40846067 0.6061757 0.42800223] [ 0.9307979] [ 0.62398035 0.49092673 0.67282139 0.33263968 0.49199639 0.64884619 0.53982487 0.55896358 0.42020936 0.52098374] [ 0.0668848] [ 0.19790069 0.48665574 0.37028137 0.63948804 0.31784116 0.64670542 0.39421554 0.60784446 0.45966918 0.36429992] [ 0.11542631] [ 0.36810942 0.70880886 0.34283934 0.66853292 0.22446887 0.54877138 0.38654687 0.58684358 0.56367333 0.53220474] [ 1.65000777] [ 0.52089614 0.72477013 0.54074511 0.4159627 0.38461529 0.4833605 0.49509588 0.54881457 0.58699653 0.50706941] [-0.12856295] [ 0.41632674 0.48509808 0.5344209 0.49326517 0.38741693 0.55927721 0.38252771 0.34112963 0.50659568 0.49578093] [ 0.28270527] [ 0.42075189 0.60550632 0.43928371 0.50519378 0.44363873 0.59186368 0.39787732 0.32353196 0.47073136 0.6130289 ] [-0.60606376] [ 0.42327185 0.78870564 0.36349454 0.58432155 0.23225721 0.60589313 0.45513602 0.48144787 0.66342319 0.6265316 ] [-0.34774147] [ 0.29284792 0.62165044 0.42153318 0.57275659 0.35060192 0.53510471 0.51702153 0.59076614 0.58294587 0.39827886] [-0.39117461] [ 0.50696231 0.45980021 0.57426445 0.48945225 0.53507932 0.66248872 0.39668662 0.42895893 0.4078927 0.48055864] [-0.02370095] [ 0.74059702 0.75332452 0.45377797 0.51526911 0.29229266 0.48344494 0.4688083 0.46327624 0.73479251 0.67524331] [-0.09356898] [ 0.33232336 0.76855847 0.34055449 0.63676596 0.47529088 0.66173259 0.3522213 0.52836201 0.56656976 0.6019975 ] [ 0.81512739] [ 0.67011204 0.60358021 0.50567498 0.32062472 0.36128613 0.28755469 0.45053995 0.43040744 0.6126155 0.38352728] [ 0.03823188] [ 0.69818737 0.70421989 0.35045129 0.47913092 0.25498254 0.52968527 0.45432855 0.43577087 0.58148612 0.54851734] [-0.20187877] [ 0.49148966 0.55839611 0.46298696 0.50857012 0.38813594 0.52156419 0.43281723 0.44775078 0.52915205 0.51343154] [ 0.1689585] [ 0.34775869 0.63669961 0.53423333 0.64469456 0.4334959 0.74712219 0.37773492 0.49409808 0.47148654 0.62049762] [-1.18122999] [ 0.36018468 0.51286677 0.49306167 0.38681779 0.31160347 0.42335846 0.52959592 0.72763554 0.46578949 0.18633649] [-0.09399939] [ 0.22012794 0.59292565 0.42477724 0.61846089 0.43849225 0.75583548 0.45069272 0.63722936 0.51857617 0.53824542] [ 1.83328296] [ 0.47715169 0.6070607 0.36888347 0.66910038 0.34630081 0.40128629 0.56103459 0.41444177 0.57266815 0.7359522 ] [ 0.48768522] [ 0.31838366 0.5800863 0.41486391 0.60331035 0.36838017 0.57893289 0.39716669 0.68497643 0.51985831 0.4755569 ] [-0.35357175] [ 0.59718576 0.70476656 0.4093968 0.53477511 0.27375614 0.64379075 0.39687834 0.42450678 0.5902682 0.61879709] [ 0.09292057] [ 0.14722426 0.70295592 0.37801516 0.52797386 0.36846368 0.68798113 0.45183846 0.64691261 0.57584276 0.36854029] [-0.00841097] [ 0.58745069 0.57367655 0.5936241 0.55694535 0.40811002 0.42862427 0.46914455 0.52739006 0.54513466 0.40572045] [ 0.32948875] [ 0.54665033 0.5081125 0.44277269 0.45991345 0.37147702 0.36280103 0.52502372 0.56759425 0.57956503 0.34933514] [ 0.45859424] [ 0.09597525 0.54672058 0.47839344 0.63041737 0.44428447 0.79065376 0.43205691 0.39121446 0.51715578 0.50773292] [ 0.72792712] [ 0.15079209 0.46952991 0.59731293 0.42031132 0.55224695 0.79238662 0.3227383 0.37135126 0.33139694 0.64257393] [ 0.49611559] [ 0.19141352 0.60888131 0.49947599 0.42840748 0.48166458 0.71487118 0.28300986 0.44655695 0.46401716 0.54163607] [ 1.80135666] [ 0.70366178 0.60174832 0.45598678 0.4898867 0.24021677 0.36928012 0.50642931 0.60550471 0.65340182 0.3348611 ] [ 0.48827956] [ 0.60688763 0.58749521 0.50802416 0.36499602 0.2462701 0.42727938 0.52336399 0.55686864 0.51445141 0.4213792 ] [ 0.26210571] [ 0.26467968 0.7196347 0.35664064 0.74553204 0.25060499 0.71714417 0.37964087 0.61553721 0.52993003 0.55351616] [ 0.50306234] [ 0.62524501 0.4322598 0.5801363 0.39617132 0.36142645 0.48095877 0.41929436 0.42196481 0.40634783 0.46408592] [ 0.02667135] [ 0.41135889 0.5340743 0.48381213 0.70986671 0.52261145 0.65337567 0.37422249 0.49004373 0.35620289 0.5610337 ] [ 0.94646287] [ 0.70012884 0.57387718 0.52245276 0.25430173 0.45240746 0.44869763 0.47012487 0.46209043 0.56868615 0.53531709] [-0.29692392] [ 0.27307351 0.69496477 0.4356057 0.48777824 0.29654472 0.63949316 0.42674376 0.43556111 0.57550744 0.56224088] [ 0.15474805] [ 0.22644972 0.70493102 0.44409942 0.58795602 0.32479351 0.60846776 0.52500695 0.61739788 0.52765747 0.48799261] [-0.22714098] [ 0.74477349 0.45938083 0.50034334 0.39244971 0.45544303 0.36662669 0.49725642 0.38253902 0.60465461 0.38954204] [ 0.03144436] [ 0.64747829 0.49623489 0.58317657 0.27468309 0.53784188 0.55535591 0.51043668 0.48708767 0.45317725 0.45344515] [-0.41641734] [ 0.5831378 0.53939193 0.4948283 0.33567914 0.42063745 0.57112386 0.48852805 0.44210526 0.41918433 0.43474813] [ 0.36584287] [ 0.34388623 0.71377249 0.46160796 0.65722606 0.54842338 0.615825 0.37607108 0.41099653 0.42429407 0.71749932] [ 0.32790334] [ 0.47697379 0.52618429 0.63147701 0.18664407 0.32970516 0.36705725 0.5775359 0.62446248 0.61293931 0.26951321] [ 0.25421678] [ 0.63593149 0.61688362 0.60226739 0.3560351 0.43793018 0.48915214 0.67806785 0.53145176 0.59216519 0.51834805] [ 0.0807836] [ 0.60436524 0.21625806 0.66243326 0.24461512 0.54083148 0.39865023 0.50648814 0.45517923 0.46309708 0.27068901] [ 1.87577166] [ 0.8033313 0.72070504 0.46915568 0.26579765 0.28453356 0.19222018 0.55591073 0.65436939 0.6911787 0.46549158] [ 1.37092904] [ 0.51909397 0.47196782 0.61076058 0.28174238 0.5183919 0.4614853 0.52730223 0.52422562 0.40956155 0.43601886] [ 0.5621023] [ 0.10431224 0.56282341 0.39878898 0.60163831 0.51769797 0.76417138 0.31476998 0.44293679 0.36831278 0.47811631] [ 0.10093119] [ 0.44467004 0.67880814 0.49039724 0.50211231 0.45557002 0.57483931 0.44768543 0.5606729 0.58087459 0.54127974] [ 0.20987277] [ 0.38930396 0.61620631 0.41324589 0.577949 0.41776659 0.5372035 0.35915889 0.46797109 0.48151352 0.68388687] [ 0.12257553] [ 0.21918454 0.71584678 0.42448297 0.64004819 0.29911599 0.76561809 0.41861636 0.56371359 0.47257767 0.56526869] [ 2.18564843] [ 0.71115516 0.47876956 0.56782278 0.29472165 0.46166233 0.5709012 0.43660015 0.45216257 0.52734566 0.56870728] [-0.28599197] [ 0.24414257 0.52125725 0.60768341 0.2950552 0.48975395 0.46991993 0.4194131 0.46981398 0.42938307 0.468353 ] [ 0.34792457] [ 0.53148128 0.69349165 0.53800033 0.48520122 0.47147813 0.63970454 0.51336874 0.57366142 0.56293557 0.63475631] [-0.792452] [ 0.37267538 0.66188862 0.44802102 0.29519233 0.26849531 0.40228792 0.45380281 0.70398024 0.61333295 0.28193835] Progress: 81.7% ... Training loss: 0.369 ... Validation loss: 0.502[ 0.56193062] [ 0.16327867 0.63091311 0.47282441 0.51396001 0.63904425 0.80004557 0.29501002 0.44091157 0.35249427 0.62459638] [-0.56715637] [ 0.84446947 0.52840428 0.64574248 0.18304979 0.29612239 0.21659534 0.63613408 0.60309872 0.67757791 0.30263048] [-0.00872398] [ 0.46125105 0.69261611 0.36500245 0.47841991 0.30975683 0.35484569 0.54591919 0.61867245 0.69679707 0.38584053] [ 0.05907404] [ 0.1939016 0.39867938 0.70254078 0.29245323 0.53139089 0.75873861 0.44611046 0.35620292 0.32583305 0.46543316] [-0.0815055] [ 0.29617701 0.42819566 0.58563554 0.38859864 0.41698505 0.70417634 0.42359862 0.47369257 0.44817204 0.46958474] [-0.08535009] [ 0.18377306 0.40914009 0.60270345 0.56657856 0.46417664 0.69922144 0.38492817 0.31251206 0.35240084 0.38095576] [ 0.47680652] [ 0.22806855 0.63683413 0.40448617 0.50986033 0.33297764 0.62897469 0.39121895 0.48666528 0.59108953 0.45149328] [-0.10773523] [ 0.59555634 0.66876943 0.52889231 0.44629715 0.44075964 0.48957016 0.47280664 0.57495174 0.62264619 0.49150257] [ 0.24217578] [ 0.14955331 0.4749835 0.43838663 0.50783763 0.43205602 0.69547896 0.31735468 0.38572308 0.36077356 0.39086394] [ 0.17089121] [ 0.22702735 0.64856744 0.48433824 0.57785765 0.4143641 0.75855401 0.39075696 0.44267865 0.41587341 0.59465252] [ 1.10667822] [ 0.50865699 0.31868781 0.61186003 0.40192241 0.4467882 0.42837205 0.51731168 0.58306012 0.49078692 0.27231864] [-0.29614803] [ 0.41245595 0.3793737 0.51354575 0.46714759 0.40046269 0.38209739 0.53809095 0.49453294 0.48594079 0.35581454] [ 0.40406592] [ 0.48473732 0.54619999 0.4278865 0.6061525 0.38369251 0.56275383 0.5687576 0.64456298 0.49496121 0.34779288] [-0.57564185] [ 0.50927951 0.55769375 0.47485255 0.5110521 0.42051084 0.66080987 0.46906178 0.59878744 0.58702579 0.55570517] [ 0.06717665] [ 0.179117 0.46329534 0.67243698 0.42048627 0.40484857 0.82045807 0.42593254 0.41582957 0.37935309 0.48493571] [-0.39557718] [ 0.51417309 0.42724261 0.60790923 0.44326936 0.47378504 0.47544716 0.56698276 0.49671614 0.45302123 0.34212229] [-0.26952291] [ 0.38708107 0.60348452 0.39761756 0.62642409 0.33341455 0.67762324 0.43767237 0.31818361 0.5911857 0.62888691] [-0.50118465] [ 0.20093236 0.36943787 0.67927378 0.46161174 0.34244885 0.60381039 0.45731861 0.44815835 0.43066269 0.29803034] [ 1.40121909] [ 0.47535796 0.66685805 0.47599359 0.46081764 0.2337409 0.48098668 0.43651575 0.65711776 0.51621861 0.41141814] [-0.11549362] [ 0.54139878 0.54596916 0.5125857 0.50366622 0.37866398 0.38155526 0.52228227 0.49244624 0.55570291 0.41244717] [ 0.37443923] [ 0.75792906 0.51034502 0.58972748 0.30647754 0.32952072 0.35829897 0.52617728 0.6958929 0.53891287 0.39950635] [ 0.66615411] [ 0.56451566 0.75661221 0.51565454 0.45697208 0.4048718 0.53117139 0.53900772 0.60268326 0.61555509 0.62253717] [-0.03772093] [ 0.34546187 0.64865686 0.47920205 0.57159031 0.3794705 0.59672709 0.5497322 0.56678237 0.51955128 0.54783245] [-0.13674139] [ 0.4363292 0.76204744 0.43662119 0.60816607 0.38484777 0.64838692 0.48135491 0.55132704 0.62260157 0.65166782] [-0.02195505] [ 0.39662928 0.30493636 0.74423572 0.33499572 0.43100254 0.56587742 0.49130374 0.46068107 0.38525382 0.25211555] [-0.16916117] [ 0.46835922 0.48256564 0.6455615 0.32764711 0.33293722 0.29664808 0.524095 0.65714237 0.51952116 0.28189096] [-0.5280643] [ 0.3108122 0.34866928 0.54965521 0.24879786 0.45104204 0.46897772 0.51614699 0.52808978 0.45982363 0.23943356] [ 0.05150224] [ 0.32800395 0.3026818 0.72075182 0.25871803 0.59079203 0.53824175 0.3756109 0.44891823 0.44613865 0.32543859] [ 0.09508598] [ 0.21809302 0.55133851 0.42308516 0.49790287 0.42231891 0.73606726 0.35853511 0.30966976 0.41755013 0.48262166] [-0.65791528] [ 0.3109061 0.47784965 0.46163115 0.55233163 0.37665225 0.63266297 0.4438602 0.5417877 0.34410687 0.32556667] [-2.20967452] [ 0.74275284 0.62611325 0.47119365 0.48741056 0.23221716 0.23910475 0.56292179 0.59593824 0.69663765 0.28985868] [-0.12168193] [ 0.18922932 0.47933141 0.53783036 0.55211229 0.36815785 0.66485291 0.36130492 0.45458266 0.54298593 0.33041073] [-0.6260202] [ 0.51319194 0.57326434 0.53727327 0.37942374 0.42127443 0.66747633 0.42510942 0.67617264 0.64778321 0.53585681] [-0.7077077] [ 0.49076737 0.69281414 0.4312641 0.61135197 0.23505374 0.34723318 0.45047996 0.51596772 0.67524709 0.39034375] [-0.12684518] [ 0.25996947 0.6661994 0.32295619 0.66769861 0.40657015 0.74973695 0.39286981 0.55732506 0.44012756 0.59249584] [-0.3311624] [ 0.31886038 0.50400981 0.48487419 0.57053763 0.4278129 0.73599744 0.34479133 0.59150517 0.46271834 0.59958725] [-0.78160836] [ 0.37712082 0.70638209 0.42694069 0.60381765 0.26324501 0.51361934 0.37331359 0.48293086 0.48541743 0.5880497 ] [-0.15383886] [ 0.42718437 0.28813505 0.71196465 0.26118443 0.43071332 0.44643856 0.52960152 0.50324959 0.44643052 0.23857755] [-0.264734] [ 0.32348778 0.53305492 0.38250877 0.59925258 0.4205022 0.53866566 0.29819967 0.4057018 0.44244015 0.4775482 ] [-0.53106706] [ 0.34156127 0.35496569 0.6706754 0.35493734 0.48684167 0.65966555 0.52680697 0.49330079 0.33001274 0.37230446] [ 0.38857835] [ 0.14256612 0.56125566 0.55525776 0.36727442 0.61521589 0.78037753 0.3465991 0.318955 0.39225986 0.57242664] [-0.3529488] [ 0.27647183 0.49623938 0.39859547 0.65906191 0.39912769 0.57305151 0.42975288 0.53115253 0.46770852 0.40463842] [-0.23101468] [ 0.29400282 0.70716397 0.48292015 0.50324658 0.52382552 0.70123066 0.40909003 0.41408678 0.5754656 0.59284045] [ 0.12027866] [ 0.1433368 0.50147926 0.44343231 0.39840732 0.48193823 0.69083668 0.38797391 0.35571337 0.4748166 0.42766791] [-0.32771321] [ 0.44605419 0.42485342 0.57320971 0.27937795 0.5026133 0.51234832 0.57829393 0.52961221 0.40621416 0.41708153] [-0.55416508] [ 0.17756392 0.60585974 0.47117322 0.42843043 0.35654133 0.58085216 0.40925709 0.49924458 0.46923466 0.37984563] [-0.58538816] [ 0.36265081 0.48333123 0.49807421 0.56071146 0.41856709 0.58140775 0.42310777 0.41332323 0.43264867 0.49397795] [-0.77060545] [ 0.76446538 0.49262777 0.65737333 0.29882622 0.50660523 0.57325508 0.56175921 0.5534061 0.47718381 0.58608055] [-0.38532116] [ 0.33051471 0.443039 0.4475416 0.6329409 0.34572331 0.54693319 0.5164863 0.49334237 0.44423599 0.39335386] [-0.27969899] [ 0.45678817 0.65719314 0.55117493 0.62402094 0.39807862 0.53865838 0.43874062 0.5401311 0.55960169 0.50689582] [-0.59271171] [ 0.77375259 0.6107552 0.61443558 0.26100159 0.38934175 0.4682646 0.62064549 0.54711351 0.55035545 0.45098522] [-0.10791278] [ 0.2628494 0.43265019 0.55837894 0.53999582 0.51635129 0.65096491 0.4903436 0.56320239 0.38897898 0.37661931] [-0.25496962] [ 0.35780565 0.64314287 0.30216951 0.71098464 0.31230109 0.6284931 0.39075168 0.48674676 0.50721462 0.52060981] [-0.71532457] [ 0.33248742 0.57381995 0.55154164 0.45675148 0.49990484 0.65745574 0.52035883 0.44989514 0.48807161 0.47971904] [-0.02612693] [ 0.60750681 0.60957086 0.45679709 0.61020852 0.30677876 0.30814832 0.46395497 0.44836145 0.66108218 0.47651895] [-0.73083693] [ 0.7499551 0.29159515 0.66940875 0.32741167 0.50314938 0.40380712 0.54168772 0.51526008 0.42337786 0.39986885] [-0.65280407] [ 0.66774173 0.58971791 0.60590769 0.37275384 0.36085138 0.40015402 0.58256676 0.52966305 0.70310168 0.46793141] [-1.15173378] [ 0.7743009 0.77684026 0.55538848 0.37270099 0.39128927 0.54327634 0.62195651 0.61443942 0.76343936 0.67525905] [-0.6409772] [ 0.6113382 0.73018175 0.48700188 0.43650319 0.38042071 0.61104092 0.52274039 0.6091809 0.66098328 0.6385111 ] [ 0.28287703] [ 0.78075866 0.63866864 0.50979783 0.3992456 0.22433151 0.34610534 0.49249167 0.43563281 0.58815278 0.41472075] [-0.35759591] [ 0.25926655 0.45284714 0.55778853 0.41283151 0.42736281 0.66552394 0.37896909 0.49005736 0.44573254 0.42217136] [ 0.27697854] [ 0.56373366 0.62480619 0.50233728 0.58957323 0.31712416 0.51296598 0.35958109 0.38380555 0.5940354 0.5234929 ] [-0.27656764] [ 0.52367906 0.64089622 0.49225247 0.43540287 0.32436601 0.49458675 0.47410342 0.50884649 0.56090083 0.58137558] [ 0.17443223] [ 0.14226369 0.33869833 0.57174846 0.4910107 0.46488241 0.77400361 0.38892423 0.39059985 0.37759945 0.44531224] [-0.23015387] [ 0.43150254 0.61077756 0.50319414 0.50169744 0.35227794 0.46922875 0.46755451 0.46473905 0.52802634 0.53062231] [-0.59758126] [ 0.4328051 0.41784062 0.65336766 0.27431351 0.57844649 0.57422906 0.47871196 0.47612707 0.53268383 0.43360164] [-0.57102165] [ 0.30691736 0.80206647 0.37603396 0.70861577 0.40896303 0.65901422 0.42369448 0.65205219 0.5406928 0.5521401 ] [-0.67991108] [ 0.44673749 0.53464716 0.49485023 0.25654083 0.40735776 0.46553199 0.44705415 0.52779865 0.52173929 0.3305767 ] [ 0.26704714] [ 0.6240301 0.33726115 0.6773558 0.26071089 0.44930952 0.50677235 0.57339619 0.53469976 0.33318294 0.35018065] [-0.14549615] [ 0.23961594 0.42660199 0.53303071 0.37737668 0.45454041 0.6824554 0.3548327 0.43944473 0.36540934 0.40764552] [-1.01197826] [ 0.8696074 0.30595921 0.7088569 0.20491438 0.46561145 0.27854326 0.6674767 0.65214683 0.43674937 0.39526249] [ 0.44904938] [ 0.60226681 0.62728572 0.59843118 0.44526922 0.51207236 0.44238071 0.42767733 0.53003787 0.60856381 0.43118079] [-0.09220182] [ 0.16424898 0.56059509 0.37814286 0.41684333 0.36982959 0.6885998 0.31799326 0.51295989 0.40098731 0.36796562] [-0.71398928] [ 0.66245532 0.64124953 0.45493416 0.49046408 0.2288384 0.43042447 0.47041084 0.5915721 0.63829273 0.43811482] [ 0.02946329] [ 0.23906732 0.64998078 0.51526625 0.49282673 0.38576613 0.75676297 0.33699572 0.44836558 0.5341494 0.60687196] [-0.71130754] [ 0.53170627 0.46715277 0.61748085 0.18604286 0.41188896 0.44848453 0.52078518 0.73146991 0.5870782 0.3001474 ] [-0.24736626] [ 0.63063462 0.49644956 0.5792102 0.35259625 0.42604363 0.41792758 0.55670891 0.48885932 0.52035438 0.51772306] [ 0.17828299] [ 0.29552231 0.5282777 0.58886112 0.35602211 0.43330677 0.56574043 0.45073774 0.56291267 0.38245134 0.41617258] [-0.4230705] [ 0.46673573 0.63048619 0.47679889 0.48951279 0.43402305 0.62810625 0.41026574 0.38715313 0.52326344 0.608096 ] [-1.10115124] [ 0.47574514 0.63632976 0.57891178 0.62228354 0.36987298 0.58871855 0.40848696 0.53128471 0.50815437 0.43962584] [ 0.16187962] [ 0.17755605 0.58596456 0.48885478 0.54191562 0.42661369 0.66498154 0.39065691 0.52363337 0.52158954 0.42914939] [-0.05997396] [ 0.21956285 0.69708263 0.32837947 0.7077694 0.41878006 0.72292004 0.4487355 0.50589006 0.50479435 0.62399031] [-0.34579498] [ 0.48961746 0.57297741 0.47627686 0.51324979 0.38523761 0.68076603 0.43500187 0.5158145 0.55137831 0.6439015 ] [ 0.02976122] [ 0.14099354 0.54654601 0.44101768 0.66913235 0.33730603 0.83522577 0.3677819 0.48706613 0.42802543 0.45627435] [ 1.57286855] [ 0.70301603 0.5207136 0.56911637 0.38607931 0.32217685 0.44476472 0.53434143 0.5380305 0.46506865 0.36810846] [-0.62736686] [ 0.35987094 0.33852174 0.68217246 0.39729505 0.50391177 0.50226201 0.49164359 0.4227703 0.38166076 0.47090722] [-0.09494084] [ 0.09320939 0.46468531 0.504841 0.60734708 0.43248967 0.73402373 0.42354336 0.40063696 0.49703265 0.37729659] [-0.35439559] [ 0.36452192 0.62942552 0.49182005 0.5509297 0.37496045 0.64433084 0.42910203 0.4756415 0.45391813 0.49748249] [-0.71709021] [ 0.38968152 0.43346588 0.67306242 0.22303002 0.49615875 0.61845684 0.50268207 0.41414865 0.52309397 0.44151693] [-1.14925268] [ 0.42258228 0.61854907 0.53507337 0.56131291 0.35094631 0.41807662 0.45781563 0.66939649 0.57778859 0.3221577 ] [-0.67128671] [ 0.41295303 0.70132043 0.36273487 0.60809334 0.40656972 0.57454586 0.33176267 0.47018779 0.54217866 0.56914704] [-0.68932818] [ 0.3632703 0.68214399 0.36316912 0.58581811 0.25440097 0.42262715 0.50129168 0.64351865 0.58459549 0.34311197] [-0.87757002] [ 0.76441925 0.5057558 0.57846074 0.31056818 0.42506932 0.42734158 0.52460017 0.43249547 0.48889117 0.48497791] [-1.0046205] [ 0.83743662 0.49281679 0.58688866 0.38560262 0.41185251 0.38998482 0.53820036 0.38412092 0.5259288 0.54657595] [-0.5454659] [ 0.32155115 0.68366046 0.53295759 0.61676727 0.45577245 0.60669257 0.40575447 0.54357537 0.57407331 0.584908 ] [ 0.40439058] [ 0.10943477 0.44562078 0.63591485 0.44936662 0.49946353 0.77056189 0.34393081 0.25602936 0.30049803 0.48502095] [-1.96638355] [ 0.54343279 0.58634326 0.44018786 0.41272228 0.31760814 0.23512956 0.5095786 0.55055885 0.64637104 0.23953765] [-0.52011552] [ 0.27549551 0.29841813 0.68782205 0.41928503 0.51369945 0.54654415 0.49947929 0.42596417 0.34341033 0.47415856] [-0.35665949] [ 0.38716296 0.49842016 0.61438088 0.41556109 0.42678002 0.4726071 0.5209754 0.43211003 0.53481161 0.33551476] [-0.29403823] [ 0.28041493 0.64218942 0.42333014 0.62000235 0.2971941 0.73280411 0.43376246 0.6039013 0.49160346 0.54068327] [-0.51323641] [ 0.49243313 0.61983574 0.55537571 0.54636485 0.4892337 0.49214182 0.41450973 0.61863383 0.483516 0.62254336] [ 0.13768597] [ 0.55006204 0.8070377 0.47906833 0.56595291 0.33678387 0.52494947 0.52727487 0.63350319 0.60860418 0.65240089] [-0.87768966] [ 0.41346305 0.45860327 0.69448896 0.29536322 0.42273553 0.52208439 0.45462444 0.50200741 0.56793954 0.44816668] [-0.79185373] [ 0.42428575 0.72506528 0.38108728 0.53189503 0.39559589 0.46946437 0.47272169 0.29872034 0.57712495 0.55567636] [ 0.70701181] [ 0.75595971 0.41552917 0.71435989 0.3806984 0.49434726 0.40386502 0.46068779 0.54553674 0.56619388 0.38823924] [-0.40964098] [ 0.74523564 0.47789293 0.66256636 0.25599853 0.34753094 0.34942944 0.65639703 0.65277619 0.59887172 0.39822936] [-1.83729188] [ 0.56729136 0.64151883 0.46462514 0.49421197 0.28661538 0.33698594 0.47642909 0.59638938 0.63462552 0.36320352] [-0.56306186] [ 0.71416825 0.4090109 0.68161308 0.31310151 0.52564128 0.47819862 0.48881864 0.52782454 0.52194817 0.37608557] [-0.1858] [ 0.24762709 0.3723502 0.6659769 0.37787447 0.43588055 0.69449211 0.39797938 0.52270821 0.34588137 0.38958932] [-0.04102251] [ 0.20980909 0.43867779 0.51750164 0.34564235 0.5019486 0.69688654 0.37000168 0.37491302 0.38251622 0.44349673] [ 0.10854368] [ 0.28534547 0.66196913 0.42695123 0.66976943 0.29335843 0.69018018 0.37777619 0.36034326 0.60254329 0.62785443] [-1.0138476] [ 0.32803233 0.61046774 0.52511574 0.38834163 0.35850148 0.47551408 0.45534728 0.70512109 0.61376199 0.3474836 ] [ 0.04767015] [ 0.14383267 0.45727021 0.45879998 0.50505261 0.47085901 0.74660413 0.3949971 0.34914531 0.42634459 0.45187728] [-0.77827413] [ 0.34638343 0.67444979 0.42179939 0.64742402 0.21626778 0.59699136 0.39237439 0.52987404 0.51505219 0.50911783] [ 0.36936965] [ 0.35209704 0.67884926 0.49951516 0.68795499 0.38893291 0.71844301 0.3367777 0.49201356 0.52000384 0.59596168] [ 0.38356135] [ 0.3501311 0.51584573 0.37158968 0.50436306 0.30623164 0.4922715 0.43988858 0.68696461 0.56125242 0.23532885] [-1.06438212] [ 0.25041036 0.44679644 0.55556045 0.59197038 0.30521412 0.57974875 0.4840928 0.67025142 0.48187936 0.19881597] [-0.70235542] [ 0.48246115 0.37560261 0.6931074 0.25760632 0.49702263 0.58090053 0.51443333 0.37090176 0.39972544 0.38730802] [-0.76721874] [ 0.4739597 0.75216316 0.46425232 0.46825783 0.47219883 0.62414464 0.45598385 0.51036929 0.56918551 0.61425178] [ 0.27752567] [ 0.19382807 0.60410733 0.28112634 0.69653094 0.49725662 0.79544388 0.29933898 0.49788465 0.36643567 0.51550775] [-0.77502915] [ 0.63045268 0.67041743 0.4148035 0.40998052 0.41010642 0.31066531 0.50064717 0.49384723 0.62119655 0.45654823] [-0.074073] [ 0.12383116 0.6521543 0.42379792 0.58333948 0.37470458 0.75546164 0.32503102 0.44059001 0.48710231 0.44936056] [-1.59297172] [ 0.47099022 0.61209119 0.47908323 0.59746714 0.21097993 0.38655564 0.44141448 0.64512876 0.51185684 0.35742013] [ 0.83657408] [ 0.64846875 0.5468504 0.55859111 0.36324952 0.28559542 0.3766321 0.45960544 0.48675634 0.57805082 0.36878286] [-0.11144282] [ 0.1178283 0.35252738 0.50641561 0.6742584 0.37109528 0.65416953 0.33120732 0.46641103 0.40527049 0.38514988] [-0.12498939] [ 0.14244294 0.70292068 0.37579095 0.53095821 0.37216071 0.69906516 0.44753196 0.6384372 0.57142114 0.37606794] [-0.89697459] [ 0.50228325 0.35646924 0.6844037 0.26603836 0.5395172 0.47177512 0.51618892 0.3698086 0.48902184 0.33473427] [-1.1424834] [ 0.74000934 0.49267225 0.68172442 0.41282138 0.46087522 0.37991542 0.56624525 0.67103826 0.53954716 0.33711084] Progress: 82.0% ... Training loss: 0.354 ... Validation loss: 0.517[ 0.19674654] [ 0.16301306 0.5371212 0.40853974 0.42887213 0.44326119 0.73112678 0.39107022 0.38533453 0.48558887 0.46552565] [ 0.09728148] [ 0.48790364 0.5114517 0.56025099 0.6059786 0.54055532 0.59529272 0.42282104 0.50326028 0.60178165 0.4953589 ] [ 0.30603224] [ 0.10800832 0.62170631 0.42832374 0.53186611 0.40393522 0.78246009 0.37598763 0.49515632 0.49159763 0.46591099] [ 0.39039211] [ 0.41798661 0.7327268 0.35407557 0.47223575 0.29184026 0.70944751 0.36591268 0.62178291 0.61265759 0.54674865] [-0.12356785] [ 0.23762488 0.22644892 0.73277146 0.26326491 0.50172824 0.6250089 0.4640825 0.42807949 0.46747257 0.28375712] [ 0.25259763] [ 0.43225487 0.57152097 0.53672375 0.50979005 0.35247562 0.49112846 0.46409028 0.57045237 0.59855209 0.43891752] [ 0.93233273] [ 0.7036924 0.63070159 0.52513032 0.2989248 0.47021572 0.326713 0.61993973 0.46062867 0.67219213 0.38635227] [ 0.07737145] [ 0.53210462 0.50130437 0.59775361 0.38662868 0.55096427 0.55149397 0.47746615 0.50285593 0.48371988 0.49714004] [ 0.07399654] [ 0.20502953 0.57295486 0.48155987 0.58055035 0.35581612 0.68894508 0.39723594 0.61635515 0.53097374 0.45517385] [ 1.45990085] [ 0.54790611 0.65347885 0.55339409 0.42366826 0.39694782 0.3038426 0.50226435 0.68423731 0.6379637 0.3668864 ] [-0.0726587] [ 0.24275142 0.7001934 0.45093273 0.49246447 0.31167507 0.60678584 0.37516138 0.51436587 0.61664276 0.47707357] [ 0.29710233] [ 0.18208011 0.57196455 0.54970841 0.566716 0.46553053 0.72748243 0.43099038 0.35542184 0.52949671 0.43967895] [ 0.21291648] [ 0.32285212 0.45173073 0.50733677 0.58876598 0.35227681 0.44629871 0.42919046 0.50474069 0.46409873 0.39950235] [ 0.95869087] [ 0.42911977 0.71827558 0.48535872 0.61291395 0.32633033 0.53070079 0.477969 0.64084696 0.62087531 0.51561291] [ 0.73303915] [ 0.5510363 0.72975759 0.42035144 0.45722644 0.47195447 0.60998389 0.57452821 0.53779059 0.60382461 0.55871574] [ 0.8101511] [ 0.35734337 0.67367098 0.3919802 0.72297224 0.21326922 0.61959746 0.31284322 0.38926409 0.55898375 0.51732085] [ 0.70096961] [ 0.75828791 0.60261422 0.60960281 0.33781525 0.42146245 0.5604878 0.61507715 0.59460491 0.60757463 0.53542415] [-0.8060216] [ 0.57948016 0.25631035 0.56410555 0.41610802 0.32649174 0.48123446 0.44976015 0.50399891 0.33227225 0.306122 ] [ 0.04218544] [ 0.75520968 0.51673229 0.59499399 0.41188523 0.2924129 0.31965551 0.58410225 0.67830306 0.52448213 0.28958898] [-0.10098017] [ 0.4983914 0.72639973 0.37983414 0.45208998 0.28504438 0.42699187 0.4896635 0.49138441 0.5420645 0.5999369 ] [ 0.06142901] [ 0.28449796 0.7670806 0.38313928 0.62652433 0.27768283 0.65926628 0.43637394 0.491622 0.59642403 0.57525605] [ 0.38543802] [ 0.40765462 0.30394994 0.68613571 0.31918643 0.52817079 0.64650457 0.40177086 0.46017145 0.46408452 0.44053316] [-0.19460907] [ 0.17495543 0.4685754 0.65589792 0.34143312 0.35419513 0.6805199 0.49055832 0.52939213 0.52832202 0.35422792] [-0.62383614] [ 0.75421574 0.73666505 0.43656702 0.47722066 0.31090626 0.3690911 0.50311962 0.45186447 0.65141966 0.55043707] [ 0.27451756] [ 0.25174848 0.34057862 0.59060489 0.55545297 0.37424118 0.69604345 0.3984384 0.43150149 0.50355945 0.36269878] [ 1.33459824] [ 0.83375253 0.58955777 0.54962521 0.38712291 0.25799595 0.20619588 0.56798711 0.59975214 0.60148361 0.41120437] [ 0.01356805] [ 0.28221307 0.31276114 0.65651618 0.28634481 0.60202267 0.63016399 0.4596141 0.29418488 0.45512503 0.34737059] [-0.11365991] [ 0.59241335 0.54329078 0.68741382 0.44863393 0.53354834 0.52564376 0.44829669 0.45637266 0.54662946 0.50602415] [-0.46902865] [ 0.70809138 0.43639499 0.66644064 0.19169473 0.39034201 0.4290851 0.59187008 0.67233553 0.59831951 0.40632725] [ 0.41460793] [ 0.20652892 0.65249312 0.36863345 0.59823158 0.36766805 0.81131362 0.30310925 0.68735312 0.55776118 0.57517731] [-0.08416613] [ 0.67354958 0.62140453 0.51662814 0.41557411 0.4048938 0.41146152 0.44755005 0.48231719 0.67131177 0.49894269] [ 0.02162137] [ 0.48005033 0.53372439 0.48306625 0.49177784 0.44983523 0.63378355 0.45528397 0.55780862 0.50218281 0.4535139 ] [ 0.31769068] [ 0.74613003 0.53922001 0.56975049 0.29059917 0.35180786 0.44278203 0.61764572 0.67783233 0.546555 0.42779979] [ 0.32814071] [ 0.36673787 0.70679327 0.41729003 0.69732514 0.35417235 0.66527592 0.40866378 0.36474197 0.56506871 0.7207491 ] [ 0.76675164] [ 0.59621801 0.73024083 0.41486627 0.59007553 0.24267772 0.40073759 0.47830242 0.52019732 0.66373515 0.59250154] [ 0.68611429] [ 0.13857173 0.55376922 0.5491918 0.53838429 0.38660431 0.77313692 0.32234396 0.3568772 0.43291626 0.51893606] [ 0.27898155] [ 0.81578637 0.35613905 0.61048855 0.22810283 0.42118932 0.25318715 0.66981082 0.61192895 0.52463866 0.25468145] [ 0.49609538] [ 0.35077918 0.61178888 0.37109058 0.66463721 0.32814805 0.46032915 0.50925183 0.5644076 0.44657149 0.52476619] [ 0.53642521] [ 0.75721031 0.62869311 0.50715964 0.4808805 0.22588214 0.37829273 0.53938218 0.61751284 0.60679563 0.45607704] [-0.23955617] [ 0.40577069 0.59893338 0.55804458 0.67358325 0.45771224 0.66068072 0.40287686 0.45035489 0.5282178 0.49638293] [ 0.17708698] [ 0.61880198 0.5048234 0.6056208 0.3545259 0.47098514 0.53521335 0.43847341 0.47285212 0.53532137 0.56081009] [-0.22118416] [ 0.29326059 0.42548686 0.64180399 0.33244997 0.43744674 0.5345281 0.56069687 0.45340438 0.47050026 0.3807684 ] [-0.09256765] [ 0.55758945 0.59206729 0.49025731 0.43641522 0.40570535 0.50988585 0.35286515 0.50142029 0.57010518 0.48663029] [-0.09118254] [ 0.42473436 0.56321679 0.44069908 0.60389644 0.26018712 0.44737543 0.43843429 0.4213774 0.59744766 0.39121079] [-0.37990563] [ 0.66159252 0.76934963 0.40662963 0.61234412 0.32265408 0.46390692 0.40070776 0.42055654 0.66516175 0.70436526] [ 0.58491259] [ 0.59315834 0.54238084 0.52264067 0.34129844 0.28882544 0.37333825 0.51059163 0.66561685 0.5980132 0.40193428] [-1.07999838] [ 0.58123621 0.78745253 0.46287739 0.51387825 0.32817931 0.45473471 0.60384567 0.65800386 0.72459184 0.46420071] [-0.214026] [ 0.19233371 0.54417655 0.50526565 0.40657347 0.351547 0.62906335 0.41596623 0.43005048 0.43634274 0.43381877] [-0.12059207] [ 0.36917315 0.42630587 0.54068468 0.310754 0.41016356 0.52339037 0.39679269 0.50893273 0.34504891 0.39655068] [ 0.03896571] [ 0.56981129 0.6632749 0.48858548 0.44607982 0.26837892 0.40315693 0.53270497 0.57063321 0.61050393 0.47569099] [ 0.01825341] [ 0.84567768 0.50910491 0.57058253 0.28662802 0.27781097 0.3829129 0.54986862 0.59492961 0.59678966 0.44575094] [ 0.66808515] [ 0.19265124 0.54684042 0.50551313 0.53515886 0.37800108 0.54373883 0.4291263 0.46404987 0.50270816 0.2856968 ] [ 0.45147574] [ 0.48043277 0.68999546 0.36389274 0.67063381 0.28207747 0.63885245 0.38841909 0.44029716 0.56786613 0.66719572] [ 0.26083858] [ 0.32414318 0.61621882 0.46989553 0.5052646 0.44990924 0.62701129 0.3870796 0.35817517 0.51748497 0.71618462] [ 0.2697121] [ 0.16796294 0.42883855 0.56357521 0.59385268 0.42131949 0.75513486 0.34549513 0.4245952 0.40713466 0.4589068 ] [-0.06428323] [ 0.55006457 0.48079407 0.6649729 0.16327813 0.40127209 0.28618412 0.56042297 0.576344 0.54820935 0.31475389] [ 0.11278336] [ 0.51683935 0.74321699 0.35912786 0.62573644 0.35760517 0.64809314 0.35971069 0.38912527 0.54993029 0.72853644] [-0.09371861] [ 0.57179095 0.62927391 0.47094374 0.43501584 0.2892813 0.58750789 0.51620105 0.61578524 0.47199324 0.47971464] [ 0.33336081] [ 0.33698098 0.76995531 0.41794952 0.7056781 0.37306574 0.76979044 0.35750214 0.54618202 0.57056005 0.67980586] [ 0.18820779] [ 0.50509182 0.12586783 0.81086752 0.20427509 0.64044708 0.58538352 0.47388001 0.31134115 0.30183045 0.33339921] [ 0.23372338] [ 0.29437667 0.33563727 0.61969419 0.34794421 0.55772511 0.76450522 0.37619121 0.48768476 0.37708086 0.47742485] [ 0.28392714] [ 0.46202337 0.70915885 0.51738492 0.60031051 0.34299287 0.66205036 0.4219359 0.41994988 0.53014822 0.55530218] [ 0.55299955] [ 0.49286561 0.69275864 0.48602504 0.63018349 0.36690059 0.52847267 0.50319538 0.609311 0.59401436 0.51207616] [ 0.0084373] [ 0.33447324 0.74326421 0.30256367 0.73152925 0.34230421 0.72110468 0.47104869 0.57473353 0.51855898 0.47902371] [-0.3267735] [ 0.82343361 0.39666427 0.52276968 0.44247762 0.47023408 0.46779606 0.5373621 0.34026765 0.51220385 0.41596178] [-0.43735881] [ 0.77304988 0.57102103 0.51018307 0.4050333 0.28946658 0.56407204 0.47454783 0.45124835 0.50952021 0.58002174] [ 0.55875246] [ 0.17379333 0.34465312 0.68584288 0.32405884 0.60347999 0.77232699 0.39744028 0.27438729 0.33425008 0.46261636] [-0.0594771] [ 0.65167291 0.68715754 0.47171934 0.30612723 0.3915943 0.37895848 0.47818275 0.52688594 0.56462756 0.55832818] [ 0.11354633] [ 0.16351321 0.50396739 0.63392288 0.44442819 0.33327604 0.73443098 0.43263999 0.54245194 0.44174021 0.40967013] [ 0.29313475] [ 0.35998335 0.72419401 0.42071903 0.54799935 0.24559334 0.57251713 0.3751646 0.44272639 0.54252465 0.52644015] [ 0.3087973] [ 0.24716828 0.46764989 0.57371988 0.37530362 0.45516068 0.74687696 0.40542768 0.36261259 0.36002971 0.44180175] [ 0.51453379] [ 0.14890791 0.32684569 0.59689625 0.49041801 0.50174059 0.55733935 0.39087567 0.40374069 0.44637707 0.44818349] [ 0.25875385] [ 0.64852721 0.62253598 0.44755409 0.56295764 0.19958097 0.20931548 0.56094863 0.74406302 0.59143647 0.49713584] [ 1.06058316] [ 0.60930041 0.44885152 0.63511212 0.28378958 0.40043563 0.5377491 0.53834762 0.49014744 0.36586497 0.39230859] [ 0.33429112] [ 0.44528929 0.55533759 0.66914705 0.25936523 0.48927601 0.5537088 0.42849146 0.6087667 0.45579004 0.39883142] [ 0.52926862] [ 0.26868614 0.6545395 0.45075872 0.61553824 0.38087173 0.47198551 0.3670238 0.63675491 0.57671925 0.41992343] [ 0.61163303] [ 0.18298468 0.724701 0.43473814 0.65981277 0.2949279 0.75820379 0.34915401 0.4896644 0.44094726 0.53120001] [-1.70085394] [ 0.67592425 0.51042988 0.47508363 0.40096056 0.30642119 0.22359828 0.60342353 0.57459115 0.60399962 0.25517495] [ 0.02239442] [ 0.26678882 0.54374268 0.47246636 0.46831185 0.45907389 0.5103284 0.46921553 0.58743234 0.40095777 0.49552123] [-0.04776507] [ 0.33121277 0.73896847 0.37196674 0.70040982 0.27014341 0.6500466 0.38835661 0.3413546 0.67423419 0.57005542] [ 0.18063649] [ 0.32261759 0.62795674 0.3639844 0.7503006 0.3320981 0.56487843 0.40558565 0.3614123 0.57193589 0.57072285] [ 0.34164157] [ 0.14890028 0.47152739 0.64465059 0.38070711 0.47431753 0.6462659 0.39710931 0.39016756 0.36263042 0.43733368] [ 0.12174764] [ 0.41526147 0.60437201 0.45504059 0.40187703 0.518125 0.66565721 0.38024013 0.41477583 0.44162305 0.69461493] [-0.34735344] [ 0.27324771 0.68191635 0.41897277 0.60885529 0.29265685 0.49952752 0.49439243 0.6766323 0.59353608 0.26413184] [-0.3523933] [ 0.25580708 0.65116591 0.46873423 0.59422902 0.34570795 0.65975564 0.43734769 0.50037669 0.51076076 0.41920773] [ 1.13963016] [ 0.64523905 0.5998001 0.4920581 0.57789006 0.3468188 0.54409748 0.47316585 0.53994807 0.48672581 0.5783057 ] [ 0.43256344] [ 0.55459877 0.61777653 0.49361543 0.45708594 0.51437849 0.67301145 0.49898697 0.53983395 0.42746873 0.55337233] [-0.03928678] [ 0.36439894 0.70643792 0.39659497 0.63482691 0.45667649 0.62233755 0.45843632 0.38535576 0.45617222 0.55126228] [-0.87893206] [ 0.46226717 0.36816776 0.72193567 0.22265573 0.30024311 0.4213575 0.50500355 0.56739406 0.51925576 0.20366198] [-0.30286814] [ 0.81239868 0.59421571 0.52631409 0.31279359 0.27899854 0.38807155 0.56700078 0.43253636 0.57494911 0.48116258] [ 0.10856479] [ 0.24017251 0.55781428 0.40421338 0.61456496 0.43477625 0.77167593 0.45502379 0.57824019 0.47228803 0.49804062] [ 0.31605851] [ 0.38276116 0.69479089 0.44396285 0.56754672 0.36535665 0.65435475 0.55735097 0.5676107 0.52743149 0.61066112] [ 0.57078556] [ 0.13676183 0.26933877 0.59970683 0.62377675 0.4829505 0.83029153 0.35944172 0.42267391 0.36275366 0.3294147 ] [ 0.32664427] [ 0.61577013 0.46439797 0.61932716 0.36652378 0.48112449 0.61443264 0.54400329 0.5522951 0.53375667 0.56789938] [-0.2440678] [ 0.6700984 0.66514952 0.48771825 0.56103766 0.39088535 0.54052956 0.4944635 0.59946443 0.61569993 0.69379297] [ 0.31679873] [ 0.60848779 0.60882807 0.59250751 0.49371426 0.52348726 0.46515037 0.51060988 0.51698132 0.51445759 0.62409988] [ 0.03186216] [ 0.15331218 0.54336941 0.51945315 0.6540752 0.48934358 0.64302945 0.42460871 0.50408701 0.50579912 0.44192625] [-0.04112702] [ 0.58692102 0.3754463 0.6841345 0.42769311 0.60527138 0.61715959 0.43950634 0.43191317 0.47383506 0.44399604] [ 0.79619236] [ 0.71944829 0.66078488 0.56418918 0.40312591 0.38148803 0.34540701 0.52615728 0.70578676 0.62506452 0.50487269] [-0.25302354] [ 0.2966354 0.57779723 0.35987946 0.65916628 0.34396592 0.71749102 0.46362932 0.60993238 0.42535414 0.44143715] [ 0.58794232] [ 0.27434877 0.5630689 0.50424679 0.3904809 0.4313115 0.67659136 0.40995586 0.68821585 0.52243977 0.50339642] [-0.20294103] [ 0.5753487 0.50516568 0.50581308 0.57507822 0.35479858 0.58517108 0.41363952 0.32341639 0.49868575 0.49845598] [-0.00691518] [ 0.22803106 0.33237866 0.65212459 0.31244632 0.48479085 0.496757 0.52067017 0.47615719 0.45284978 0.28740616] [ 0.17776201] [ 0.58502148 0.52146273 0.42222403 0.4352036 0.47739001 0.57368839 0.43205953 0.42904865 0.49079842 0.62243951] [ 0.05139606] [ 0.63513145 0.59525518 0.46987541 0.55535818 0.41965105 0.48964371 0.4342699 0.60989884 0.56216361 0.47883321] [ 0.15230205] [ 0.51698303 0.55810903 0.50611046 0.46504839 0.41615161 0.45048479 0.42988932 0.56971505 0.67014008 0.53785874] [-1.04273532] [ 0.47891515 0.48331181 0.62117972 0.31597351 0.46234397 0.48518758 0.53020652 0.53458077 0.39561694 0.36286552] [ 0.16247663] [ 0.13621313 0.31432322 0.54213794 0.42797522 0.40671132 0.70357315 0.37242835 0.39387406 0.36326842 0.26795058] [ 1.04381132] [ 0.55627705 0.67065137 0.55956443 0.54193898 0.51808737 0.56887289 0.40214914 0.50516352 0.59797789 0.57220037] [ 1.32370504] [ 0.75766481 0.49359441 0.62269249 0.47909193 0.43212468 0.45834037 0.44023889 0.49662818 0.57278598 0.40815723] [ 0.32155056] [ 0.4311913 0.63848853 0.38594054 0.62884175 0.27268743 0.60700823 0.46407644 0.6951988 0.49458492 0.43341196] [ 0.23060348] [ 0.11685873 0.50851107 0.59429321 0.58233176 0.38664283 0.78246627 0.39404205 0.41008009 0.49463773 0.41201776] [-0.21717447] [ 0.30742939 0.554472 0.38681356 0.55697281 0.36853331 0.63081198 0.43725204 0.60459175 0.47351989 0.39952331] [-1.53765954] [ 0.69888742 0.67140889 0.45183757 0.50303277 0.22017651 0.27986497 0.51401418 0.52117176 0.68619884 0.31724668] [ 0.60588178] [ 0.55786538 0.66166588 0.42538335 0.6430313 0.26192322 0.37964869 0.49381162 0.47393897 0.588493 0.57434984] [ 0.65783986] [ 0.78979587 0.56016783 0.5279058 0.35071437 0.37234132 0.30342014 0.52954301 0.357978 0.63736392 0.38311566] [ 0.50576929] [ 0.19464662 0.43423919 0.67394425 0.26755849 0.64479312 0.80892272 0.44170877 0.36010592 0.41470663 0.58260979] [ 0.27897706] [ 0.52254567 0.66646563 0.39869717 0.48752383 0.46252459 0.61128431 0.51404088 0.45651025 0.51548296 0.64610507] [-0.03561573] [ 0.28198844 0.5774374 0.45898901 0.61314376 0.37978492 0.6470398 0.41209131 0.45612295 0.53615657 0.5187158 ] [ 0.60777284] [ 0.52618491 0.65244216 0.44272691 0.50242683 0.27643577 0.40288411 0.45819038 0.52993897 0.60337621 0.4723307 ] [ 0.28280706] [ 0.08845635 0.37312706 0.59170396 0.54776139 0.43802906 0.79247006 0.43345539 0.38114098 0.45442322 0.35251848] [ 0.14413139] [ 0.32527353 0.49982459 0.45912709 0.53391576 0.35396228 0.55988312 0.5423721 0.62329726 0.46697936 0.34036693] [-0.00247243] [ 0.32891051 0.39692783 0.49721118 0.38230585 0.50830263 0.58347095 0.37067537 0.44039771 0.43155132 0.34240786] [ 0.24068415] [ 0.64414989 0.62350152 0.57591442 0.417503 0.49428547 0.36639241 0.54653747 0.62302274 0.58824385 0.47147632] [ 0.09405945] [ 0.5304466 0.67526362 0.54054382 0.44971279 0.43225767 0.61062399 0.53064106 0.53123381 0.58646766 0.59055189] [ 1.14699799] [ 0.69481117 0.54705159 0.47578507 0.52422594 0.25802207 0.26929842 0.54593673 0.54919742 0.62946274 0.26805643] [ 1.97756221] [ 0.80902861 0.61077047 0.52435274 0.30336887 0.25508692 0.21109451 0.55614912 0.58406615 0.64730339 0.41244419] [ 1.8384234] [ 0.66774372 0.41884412 0.58285608 0.36879906 0.39418827 0.37831071 0.52324645 0.58790803 0.42209244 0.35870837] Progress: 82.3% ... Training loss: 0.307 ... Validation loss: 0.470[ 0.33900624] [ 0.12543348 0.58515557 0.46579495 0.49174148 0.54380866 0.66549945 0.40323056 0.26272407 0.39786835 0.53364385] [-0.07159649] [ 0.42051847 0.58334522 0.36131307 0.45296208 0.3233754 0.58945297 0.47923494 0.47002631 0.47826266 0.5204543 ] [ 0.56428317] [ 0.39822396 0.48960134 0.60213123 0.4959526 0.36972122 0.60998251 0.37738475 0.62963034 0.60083248 0.41368454] [-0.5175969] [ 0.4370878 0.50421818 0.63843638 0.34797979 0.54236117 0.53413411 0.42777697 0.38998555 0.49140515 0.55517022] [ 1.22767575] [ 0.69947187 0.51845093 0.61900718 0.31049887 0.30485563 0.35806262 0.55376517 0.73649471 0.60654189 0.31416265] [ 0.09037571] [ 0.47748858 0.54905626 0.45764477 0.49624681 0.37185725 0.58731513 0.53777635 0.61761876 0.5502529 0.43236476] [-1.07402235] [ 0.26363735 0.5202568 0.59762379 0.39967761 0.32553248 0.54730979 0.44993577 0.45067093 0.4912248 0.28558084] [-0.0794645] [ 0.44247823 0.6394182 0.4536405 0.62796201 0.29515268 0.47055048 0.40669615 0.48885442 0.55771205 0.51897527] [-0.58467576] [ 0.35563941 0.79422484 0.32638309 0.70957232 0.23312141 0.48899588 0.36985915 0.42281654 0.52472884 0.55474837] [ 0.33306951] [ 0.19372021 0.5370821 0.55913598 0.32822207 0.57745047 0.77905365 0.36248841 0.36399153 0.37019556 0.61099513] [ 0.1008132] [ 0.19874454 0.4068489 0.61198793 0.42017142 0.48226845 0.76578135 0.35875394 0.41479623 0.47118347 0.41980799] [-0.10566181] [ 0.3648198 0.68107579 0.55405889 0.52529821 0.35528764 0.67818724 0.52552424 0.5570498 0.55273438 0.49522063] [ 0.53941253] [ 0.08523733 0.43756764 0.55877927 0.50187396 0.49243028 0.88210476 0.43548211 0.36460042 0.4112858 0.5352295 ] [-0.19704293] [ 0.3636745 0.31285676 0.73833086 0.21196591 0.62689051 0.68092491 0.51485571 0.25007367 0.39914735 0.52325589] [ 0.45105421] [ 0.16897072 0.59279786 0.42121655 0.55386462 0.5209855 0.83762592 0.49838357 0.44195154 0.44097673 0.62712369] [-0.23688667] [ 0.66154738 0.70815702 0.40326703 0.38587526 0.4448641 0.64117497 0.58147084 0.46097054 0.57176263 0.62019801] [ 1.41947671] [ 0.74461896 0.40084372 0.6116353 0.40920461 0.39435842 0.46457261 0.50893234 0.49459164 0.50220173 0.36334481] [ 0.52331149] [ 0.19404966 0.58264291 0.4082254 0.74040186 0.55878504 0.84504057 0.47700493 0.4359921 0.40947335 0.5734603 ] [-0.71537019] [ 0.66287703 0.55085468 0.62588399 0.29771608 0.33533093 0.4315286 0.5842186 0.72561956 0.62039318 0.41629004] [-0.53559023] [ 0.39180517 0.73777318 0.48555053 0.68157837 0.35758487 0.64739079 0.35162163 0.51329266 0.58197195 0.52329679] [ 0.03868245] [ 0.63830987 0.57568185 0.50280552 0.41693063 0.27372863 0.3670439 0.50941849 0.58715499 0.53582536 0.46353172] [-0.91594485] [ 0.35365112 0.61352121 0.53007586 0.49398813 0.2726585 0.51192044 0.4074322 0.52632202 0.43971201 0.44445772] [-0.95468689] [ 0.38399917 0.50288901 0.67300417 0.13651195 0.4248547 0.47637574 0.54988925 0.55877501 0.53017877 0.33331485] [-0.7567903] [ 0.32694231 0.58653362 0.5342963 0.54170333 0.26304958 0.55887006 0.39818653 0.46499516 0.43699815 0.40735153] [-0.64439597] [ 0.50279516 0.59073642 0.58957841 0.22432724 0.58949654 0.57249116 0.44801848 0.46384256 0.43217961 0.61308245] [ 0.04538079] [ 0.22013702 0.75324797 0.43240724 0.59618203 0.45214171 0.74226764 0.3619596 0.6531643 0.62207072 0.60195656] [ 0.01368345] [ 0.26656014 0.69624972 0.36032586 0.67956105 0.32996423 0.70010331 0.45360771 0.43994795 0.55814446 0.61597738] [-1.51155865] [ 0.38053408 0.75035269 0.41598146 0.51831431 0.27252598 0.44489066 0.56090562 0.72851961 0.65125265 0.32966496] [-0.51567661] [ 0.43303552 0.67767863 0.45869044 0.61087176 0.51374223 0.58421212 0.3368936 0.54817371 0.47929032 0.64096234] [ 0.15358508] [ 0.20213141 0.47360534 0.5455331 0.38722535 0.41908181 0.7316669 0.37802507 0.48573646 0.34243452 0.39227725] [ 0.14356888] [ 0.6953687 0.51347713 0.65351609 0.31433515 0.45068966 0.37275992 0.58985291 0.61654552 0.59814275 0.34255747] [-0.20343805] [ 0.32036567 0.59800711 0.37255034 0.44995074 0.32949405 0.49414883 0.40166045 0.53926609 0.46852345 0.41404097] [ 0.2452815] [ 0.30960168 0.55590044 0.46130828 0.56874959 0.3260843 0.70341649 0.41614159 0.48645052 0.42113644 0.53250612] [-0.18280997] [ 0.33009688 0.60643013 0.44085875 0.49608173 0.42243795 0.48444038 0.48735051 0.61165397 0.44890183 0.52029826] [-0.43848922] [ 0.45373703 0.58427967 0.43256653 0.54762788 0.40233828 0.54493191 0.30765551 0.42856503 0.45103888 0.54396383] [ 0.27440326] [ 0.2248776 0.64810244 0.48397257 0.57702561 0.41383979 0.76001665 0.39008805 0.44200548 0.41536317 0.59342135] [-0.83230529] [ 0.68166501 0.62373259 0.52665071 0.37929603 0.48523635 0.34730773 0.58610691 0.54311336 0.56168028 0.54973038] [ 0.17864589] [ 0.61747966 0.56362067 0.52716416 0.52094807 0.33095348 0.44005254 0.50764364 0.41416517 0.55372649 0.52684696] [ 0.30659298] [ 0.70998651 0.61183277 0.61124416 0.33569465 0.34308098 0.30366867 0.53616993 0.71706245 0.67796282 0.28320705] [-0.02912314] [ 0.26756034 0.57434923 0.43065344 0.26697391 0.35872078 0.63559147 0.43353316 0.43417447 0.44660721 0.41515735] [-0.37619527] [ 0.60220062 0.56882827 0.44245371 0.56124769 0.40424607 0.60259965 0.46811369 0.28095917 0.5428096 0.59347116] [-0.35080336] [ 0.5252978 0.72902825 0.49532457 0.62944406 0.41334807 0.71648617 0.40035112 0.49232862 0.52086881 0.67498659] [ 0.27940937] [ 0.78063763 0.56922683 0.52544873 0.34109865 0.28309076 0.26125185 0.62164652 0.55685243 0.67019475 0.31207139] [ 1.18564709] [ 0.72469872 0.64894554 0.50220626 0.29941911 0.32607974 0.30939197 0.55514228 0.56175725 0.64975153 0.41444499] [-0.7976256] [ 0.55751681 0.74892704 0.4159353 0.39275552 0.42499229 0.61034807 0.45662657 0.44795776 0.60206758 0.68065303] [-0.88669301] [ 0.27473941 0.43884575 0.5532789 0.46399926 0.31917469 0.56949981 0.49422382 0.64203948 0.52035801 0.20123883] [-0.54127046] [ 0.75777234 0.46212222 0.66806031 0.33587755 0.53187597 0.51019102 0.56160791 0.47387128 0.52459091 0.58727283] [-0.02386471] [ 0.36240932 0.57171162 0.57335637 0.43889079 0.41123888 0.6932642 0.43350654 0.41845329 0.36923133 0.50268673] [-0.66063593] [ 0.51998035 0.67054525 0.4948605 0.65809265 0.41777013 0.62502359 0.40999605 0.50878936 0.57924736 0.51153861] [-1.33909366] [ 0.35474984 0.43079325 0.58429952 0.29994632 0.46634794 0.51443969 0.49029377 0.68335515 0.54891441 0.26548769] [-0.42324285] [ 0.54192879 0.51641434 0.50666568 0.3029005 0.40925417 0.61739609 0.44677603 0.52519927 0.49565479 0.46471258] [-0.1461465] [ 0.37825931 0.43072628 0.59110964 0.30817296 0.38141244 0.43294787 0.61370277 0.70217503 0.45577503 0.24400484] [-0.50599132] [ 0.49002021 0.77286414 0.33306477 0.62849118 0.29987307 0.55703616 0.35335871 0.44085953 0.60165922 0.62563385] [ 0.06189872] [ 0.15934072 0.51164004 0.62036985 0.45456668 0.32950916 0.78358761 0.36976559 0.571745 0.42065905 0.41586519] [ 1.96654593] [ 0.27658698 0.60922465 0.4461338 0.49618666 0.37477195 0.48974857 0.401222 0.60266669 0.59341758 0.42688103] [-0.58294041] [ 0.79043912 0.58099444 0.52774616 0.32072819 0.27992725 0.39902963 0.52961198 0.43596234 0.54219215 0.45263025] [ 0.29436697] [ 0.76599494 0.5055817 0.70282082 0.25596976 0.4850663 0.38592027 0.594869 0.66951608 0.51138793 0.38910206] [-0.64567782] [ 0.36126865 0.60702991 0.37956669 0.46116797 0.32156944 0.67841904 0.43460816 0.82961046 0.59302018 0.36048787] [ 0.33733002] [ 0.22037211 0.65653819 0.39742436 0.63040912 0.29987245 0.61603437 0.358431 0.52024356 0.49690228 0.56651418] [-0.50159234] [ 0.45667027 0.48503238 0.68752355 0.27242923 0.57793093 0.57256958 0.36899251 0.53363888 0.50416554 0.40407019] [-0.60116659] [ 0.3333708 0.52552752 0.49164764 0.49657037 0.37089179 0.60048457 0.41973823 0.42374352 0.55184109 0.51709745] [-0.60782213] [ 0.65411123 0.67950309 0.47349172 0.34895212 0.39716146 0.28587793 0.4637282 0.54909577 0.55756746 0.58587873] [ 0.08462453] [ 0.7894021 0.48384055 0.60674885 0.27113951 0.4222609 0.35355916 0.52650611 0.52401692 0.62833336 0.48699822] [-0.13142999] [ 0.16378168 0.57044054 0.42853831 0.48800129 0.37111342 0.72323865 0.393776 0.56694683 0.38146297 0.40359926] [-0.03174157] [ 0.36138313 0.46290909 0.64217031 0.36501779 0.33916019 0.61911027 0.46742823 0.44813526 0.47930352 0.30600003] [ 0.02028299] [ 0.44557048 0.48410091 0.63144597 0.35481248 0.2906278 0.57957599 0.49973402 0.60087559 0.58168562 0.30885274] [-0.18833053] [ 0.21933182 0.40853637 0.60209872 0.33183286 0.52047518 0.54953113 0.43046376 0.38389531 0.50744736 0.31301562] [-0.02844926] [ 0.38713232 0.58336451 0.42369294 0.56050552 0.33954445 0.60036054 0.3933669 0.49444154 0.49714573 0.46400304] [-0.26056072] [ 0.49554035 0.51140173 0.56290576 0.60155682 0.53522973 0.58308773 0.42714407 0.51376011 0.60700653 0.48521086] [ 0.05935476] [ 0.2339513 0.54051798 0.58166159 0.45449984 0.48531289 0.66755154 0.33049833 0.50075501 0.54947523 0.49557312] [ 0.19926484] [ 0.34268433 0.50362648 0.43466745 0.61433734 0.38303702 0.61965106 0.34232809 0.35601578 0.45182768 0.53930076] [-0.29412203] [ 0.21870186 0.50470471 0.44374572 0.41147769 0.37160737 0.59174258 0.47332284 0.46301301 0.4885877 0.4021985 ] [-0.55817966] [ 0.46390697 0.71197756 0.38135824 0.55227049 0.34250311 0.65031196 0.44578493 0.61843648 0.56278273 0.56240381] [-0.67991525] [ 0.41908493 0.57932255 0.48671618 0.49939322 0.40926941 0.52781566 0.39550153 0.5615179 0.54906853 0.57706499] [-0.60526614] [ 0.63917076 0.48373748 0.62483829 0.38470952 0.47261781 0.55575556 0.54372043 0.55838173 0.54247306 0.4539707 ] [-0.37765141] [ 0.52814529 0.72564668 0.48711383 0.4977714 0.36411483 0.44416619 0.44210817 0.50137896 0.67295341 0.57905111] [-0.01924778] [ 0.39556576 0.68413413 0.43255794 0.71866686 0.35640004 0.7088834 0.43128356 0.342816 0.59950063 0.62207196] [ 0.19666805] [ 0.38431648 0.75653918 0.38457329 0.7025495 0.46688892 0.82282104 0.36738088 0.53654124 0.47098446 0.69063954] [-0.34073232] [ 0.19957614 0.50106673 0.60200924 0.46778545 0.32113875 0.6533545 0.48978896 0.51400434 0.49807341 0.37412338] [-0.27811383] [ 0.3514767 0.34052338 0.64722156 0.32881923 0.60594087 0.56598197 0.56142731 0.31833065 0.34913009 0.63699221] [-0.47555113] [ 0.49444394 0.46413716 0.62183728 0.24308696 0.40651576 0.52151169 0.51360179 0.75251032 0.52133791 0.31442251] [ 0.04072679] [ 0.21461695 0.45346845 0.55040724 0.50511382 0.55973229 0.67752949 0.34753206 0.41423319 0.53358452 0.43340827] [-0.27213921] [ 0.22326828 0.28178685 0.65702629 0.26696943 0.43027985 0.72053253 0.43461834 0.42599268 0.34158579 0.29942554] [-0.11309571] [ 0.30708997 0.40363293 0.59062982 0.31780477 0.36580571 0.69731445 0.45728247 0.46260778 0.42726114 0.35211058] [-0.20814879] [ 0.19623722 0.33139535 0.53399127 0.52177309 0.51798788 0.66980381 0.43654917 0.57940209 0.25669666 0.35918011] [-0.43571409] [ 0.27849408 0.46267341 0.59819224 0.29762238 0.45922323 0.53026048 0.47953402 0.46107292 0.6038895 0.36282704] [ 0.10142918] [ 0.12818905 0.52616386 0.51752033 0.58616933 0.45825761 0.82503424 0.32873209 0.51479134 0.48660945 0.47890218] [ 0.91994905] [ 0.67432835 0.65053223 0.46300679 0.41643607 0.27798347 0.33207772 0.51639647 0.5991957 0.65385081 0.40438098] [ 0.01454896] [ 0.38112245 0.7123712 0.34575177 0.61097079 0.47699554 0.69422913 0.41806036 0.36959336 0.59197127 0.69262169] [-1.45945853] [ 0.37846764 0.72750204 0.44833391 0.44643685 0.30619395 0.44073574 0.57216792 0.70764572 0.6308424 0.32183614] [-0.17844717] [ 0.42015534 0.77570975 0.46093442 0.66379986 0.37146428 0.69763431 0.43078458 0.48247621 0.54144229 0.73600222] [ 0.02268255] [ 0.66753928 0.48803884 0.58963239 0.34211284 0.32497633 0.33814965 0.54976631 0.66854912 0.53768479 0.37983395] [-0.8802246] [ 0.58081684 0.59378886 0.58119673 0.31739218 0.37051778 0.517147 0.5668901 0.62097505 0.66059155 0.49289195] [ 0.20477888] [ 0.26606461 0.39381624 0.48412904 0.45212294 0.58239938 0.75233296 0.31542656 0.46191099 0.37725853 0.50100343] [ 1.31806335] [ 0.70957195 0.49719665 0.59663011 0.32424726 0.23625485 0.25596376 0.60128814 0.71377681 0.55016288 0.27568085] [-0.22792918] [ 0.64297121 0.67718153 0.43575389 0.54320883 0.26876989 0.32022544 0.51795387 0.56483219 0.65381609 0.48029313] [-0.50821849] [ 0.50497322 0.59701196 0.48325042 0.64647962 0.36516336 0.60118445 0.46148232 0.34113678 0.58465852 0.50044646] [-0.66950339] [ 0.54310628 0.58007513 0.51637709 0.48831159 0.27461252 0.34242915 0.46798142 0.683836 0.56666184 0.37182146] [ 0.24529421] [ 0.54141377 0.61840654 0.41099285 0.34496057 0.39996174 0.64925373 0.39597801 0.48174542 0.47280157 0.598056 ] [-0.15823162] [ 0.15625684 0.35495276 0.61557894 0.4907403 0.40333255 0.68876731 0.48724768 0.44093881 0.44856854 0.37033495] [-0.23027364] [ 0.76213352 0.33926054 0.66720855 0.23843196 0.46935657 0.44523503 0.52769829 0.48501928 0.46063998 0.46556963] [ 0.08446278] [ 0.51097276 0.69706444 0.56991221 0.50390978 0.2460475 0.33200577 0.44289997 0.75891108 0.65024427 0.27962268] [ 0.00734479] [ 0.14597513 0.61498928 0.37861642 0.6837875 0.41984849 0.75671509 0.5297098 0.60320069 0.4292671 0.53361751] [-0.25188926] [ 0.43258481 0.69581811 0.45906264 0.62649629 0.42236024 0.62527705 0.45818539 0.54398867 0.54782122 0.69691766] [-0.14180819] [ 0.2843132 0.55748932 0.45449069 0.37239342 0.42426939 0.71337348 0.41114889 0.48519943 0.42347187 0.42787182] [-0.21301512] [ 0.46042325 0.49316658 0.43211364 0.59229526 0.3457095 0.56786629 0.46539959 0.5618613 0.55266163 0.36891615] [-0.83283045] [ 0.11490661 0.68155699 0.38378993 0.60018919 0.36330434 0.61782497 0.45541908 0.6106234 0.5733467 0.32523626] [-0.20862469] [ 0.5144725 0.680782 0.38466599 0.65502182 0.31275386 0.52471675 0.39333822 0.44105357 0.55749395 0.69781756] [-0.48189002] [ 0.71735694 0.56760157 0.58641734 0.25873511 0.37674694 0.51951832 0.60399462 0.46393718 0.56576688 0.57548351] [-0.04936121] [ 0.6751302 0.41990541 0.61895637 0.31425363 0.49708708 0.61337229 0.54176036 0.48660154 0.46409555 0.50395098] [-0.19405287] [ 0.12689407 0.57976691 0.55015878 0.53016384 0.43202142 0.70937561 0.40770488 0.39974013 0.52018143 0.42641538] [-0.08068436] [ 0.51872575 0.67350006 0.38666096 0.39754888 0.40474325 0.52005022 0.40801652 0.4533014 0.4873802 0.65551422] [ 0.80672708] [ 0.31756838 0.29308922 0.72673056 0.39127591 0.39938292 0.60554182 0.40738685 0.50229388 0.49986806 0.31102877] [ 0.30211535] [ 0.25939681 0.60563938 0.38585474 0.72279854 0.3859033 0.75919712 0.37605656 0.3997598 0.36759436 0.57762609] [ 0.31622771] [ 0.16906607 0.50869699 0.62189396 0.41750212 0.52158452 0.77293269 0.37500189 0.28446144 0.38360667 0.50805357] [-0.81252945] [ 0.8136189 0.61576257 0.6248628 0.34988996 0.47461719 0.43532864 0.52272093 0.59495373 0.66588398 0.52000916] [-0.22928762] [ 0.30928354 0.61529516 0.35044906 0.60068411 0.4430305 0.67294568 0.41317048 0.63959671 0.59781593 0.39069538] [-0.36540211] [ 0.59136353 0.79388526 0.48183242 0.50326778 0.45304988 0.45780783 0.45906154 0.62656534 0.60215624 0.70188654] [ 0.25637918] [ 0.58666359 0.56571198 0.50409226 0.37863179 0.35461841 0.36489714 0.55136636 0.60761854 0.61071693 0.38821832] [ 0.11540302] [ 0.24900209 0.36737101 0.69792587 0.3972951 0.54373795 0.59686832 0.3775505 0.49978632 0.45895903 0.50337208] [-0.14287317] [ 0.11988846 0.53996295 0.44927753 0.64451999 0.38741872 0.62055877 0.42306831 0.51422102 0.46047072 0.33133374] [-0.27987309] [ 0.75836579 0.5169564 0.67027783 0.24843131 0.52946412 0.51056949 0.63119353 0.50482195 0.50678915 0.59167463] [-0.46468015] [ 0.73242396 0.58490717 0.54280358 0.25100252 0.39704759 0.46907955 0.51749117 0.45382659 0.48968855 0.56252176] [-0.5864402] [ 0.70410547 0.5755864 0.50302621 0.43479901 0.30707967 0.50174054 0.46536066 0.58327041 0.49085235 0.59475164] [-0.67392409] [ 0.65021939 0.548351 0.54334721 0.41606141 0.47400131 0.3988991 0.42049969 0.41147659 0.58103869 0.42497381] [-0.40524506] [ 0.80086362 0.54504541 0.59740496 0.29853472 0.47724873 0.43674371 0.69431618 0.51189104 0.61137079 0.48249497] [-0.01298525] [ 0.34399847 0.50035521 0.63949805 0.35085509 0.3322455 0.46522135 0.50121602 0.54726097 0.557502 0.34017583] [-0.01823063] [ 0.24994171 0.49272955 0.45692709 0.60312049 0.38892834 0.65938167 0.3960483 0.42561362 0.42349624 0.40410519] Progress: 82.6% ... Training loss: 0.320 ... Validation loss: 0.493[ 0.47539653] [ 0.13691781 0.42315647 0.63489065 0.43851029 0.4202753 0.8467272 0.363064 0.38567944 0.37494788 0.50871277] [-0.04584414] [ 0.49825621 0.70227423 0.42499314 0.60671262 0.3670699 0.5297386 0.46838984 0.6368305 0.50822868 0.67234227] [-0.19945156] [ 0.24830409 0.60932244 0.43423839 0.45995679 0.27214239 0.50844829 0.50770792 0.70843405 0.59793565 0.26417968] [-0.0615654] [ 0.40508076 0.48276845 0.45036294 0.54875715 0.48712453 0.52422141 0.47387965 0.58405811 0.35334385 0.48542555] [ 0.17385532] [ 0.32291986 0.6510106 0.32007111 0.6886341 0.40229634 0.58873445 0.37358019 0.41816747 0.56566425 0.58005044] [ 1.00177964] [ 0.43639722 0.64289326 0.55010284 0.57226198 0.43098061 0.55940147 0.37915628 0.57461042 0.50360272 0.54349027] [ 0.0863276] [ 0.77874977 0.50044281 0.56343565 0.38359637 0.31963806 0.46772004 0.53027856 0.49717736 0.5725082 0.49045944] [ 0.1875355] [ 0.17723808 0.54098198 0.64201856 0.27055876 0.39161805 0.72552931 0.43023269 0.41135394 0.44095179 0.42941517] [ 0.45612763] [ 0.4796742 0.72323309 0.31555602 0.47144005 0.29011819 0.60556046 0.35819903 0.54483143 0.55793693 0.53663191] [-0.33499639] [ 0.38634187 0.50233062 0.43256215 0.4919018 0.48426615 0.5594934 0.39884955 0.36881466 0.41174207 0.48101669] [-0.10788156] [ 0.31480755 0.53332346 0.6367194 0.26958552 0.36982705 0.72876516 0.47243816 0.43517013 0.44687952 0.47289809] [-0.31534297] [ 0.64762277 0.72504015 0.43549942 0.47262358 0.3075217 0.50298116 0.46792095 0.48393589 0.58758168 0.65898989] [ 0.33665282] [ 0.37915932 0.78471983 0.31618421 0.64885465 0.26187415 0.62218132 0.46722273 0.6275802 0.50194529 0.57730184] [-0.49315438] [ 0.4044197 0.54495598 0.45215001 0.62316072 0.42883731 0.55738912 0.4528138 0.4337163 0.37875315 0.41570698] [ 0.33773432] [ 0.66878451 0.50387036 0.52216993 0.37431286 0.2879694 0.31335601 0.53192324 0.54942021 0.57764365 0.351712 ] [ 0.44922651] [ 0.34229946 0.4198808 0.55217624 0.42901891 0.4655617 0.61943651 0.40630994 0.47896986 0.56443283 0.43723317] [ 0.30783328] [ 0.09887611 0.59045175 0.44482455 0.64588994 0.31948885 0.73088612 0.33252527 0.4303494 0.50188492 0.48103908] [ 0.23083406] [ 0.40522869 0.52647729 0.56903213 0.4278458 0.38521918 0.58985438 0.47175042 0.5040367 0.50224548 0.52976439] [ 0.65580777] [ 0.50753787 0.60455738 0.55555407 0.59161853 0.43675387 0.58103198 0.47762361 0.57126299 0.52961874 0.54083214] [ 0.41067533] [ 0.13978002 0.50133819 0.44203067 0.39993253 0.48348219 0.69758896 0.38553794 0.35218733 0.47215005 0.43016581] [ 0.00667681] [ 0.10695592 0.68430008 0.41890993 0.61550971 0.38133885 0.72390074 0.39336477 0.54446928 0.44841192 0.44975146] [ 0.64082919] [ 0.65879615 0.54741493 0.56697326 0.31167947 0.42907037 0.40863822 0.54612519 0.42959647 0.62703397 0.49947996] [-0.18792601] [ 0.63399279 0.58006947 0.61771397 0.29869768 0.46791261 0.47559383 0.5922087 0.57248688 0.53956067 0.50114673] [-0.12053319] [ 0.48163615 0.42744053 0.645424 0.3209721 0.46217289 0.60555212 0.53251519 0.59598491 0.49433036 0.45467535] [-0.1679608] [ 0.79958386 0.54494764 0.59673267 0.29891581 0.47954262 0.43954941 0.69353401 0.50775379 0.60998346 0.48673736] [ 0.31213621] [ 0.79169523 0.63260756 0.61037353 0.26359865 0.34727303 0.40946124 0.67821078 0.68970754 0.6695355 0.45998238] [ 0.4131037] [ 0.49860673 0.69237647 0.48815351 0.62601783 0.36242938 0.5186231 0.50699092 0.61787772 0.59849159 0.50178292] [ 0.38080015] [ 0.76585327 0.52055723 0.51470239 0.36177848 0.31454509 0.37209993 0.47346614 0.46237425 0.60307794 0.39777061] [ 0.01042823] [ 0.32020608 0.5879925 0.36579828 0.65113693 0.43945387 0.77526327 0.38303775 0.63066214 0.58797637 0.45253158] [ 0.30321176] [ 0.74701565 0.5078907 0.56824504 0.33737741 0.36399729 0.43346916 0.46888377 0.41256298 0.45748848 0.5114805 ] [ 0.32328511] [ 0.75749331 0.49822755 0.51590412 0.52746813 0.41825875 0.32167429 0.64770947 0.56895941 0.50789269 0.63442668] [-0.17918218] [ 0.40753235 0.47407178 0.55100321 0.52190109 0.45921397 0.71398984 0.43563901 0.43511742 0.42307535 0.47485757] [-0.35410495] [ 0.2957932 0.62651454 0.67110632 0.4033608 0.4973491 0.58477384 0.37741561 0.48546805 0.57185857 0.48549395] [ 0.39862337] [ 0.20755199 0.46924004 0.62351074 0.46216719 0.55835483 0.72631524 0.44008792 0.33829496 0.41256197 0.60359523] [-0.2224248] [ 0.3735217 0.6451743 0.40914391 0.47943948 0.36856956 0.66992968 0.33465749 0.51595379 0.43973565 0.59418672] [ 0.19736312] [ 0.22178669 0.71461315 0.44843251 0.44812331 0.46619088 0.67699714 0.36491111 0.50368039 0.5571693 0.70927605] [ 0.52816332] [ 0.08131543 0.55882229 0.51005022 0.61884571 0.35099843 0.80084182 0.3173221 0.46807464 0.46997113 0.49817271] [ 0.10510747] [ 0.49640002 0.68007945 0.4689993 0.66659172 0.48574526 0.65253308 0.41467848 0.50648336 0.56548847 0.61768127] [ 0.65596065] [ 0.42432326 0.55884629 0.426395 0.61250248 0.24513498 0.441238 0.453242 0.51025137 0.54508248 0.36191935] [ 0.59072859] [ 0.73804721 0.56228388 0.5739385 0.43979379 0.43714276 0.32640691 0.49853796 0.56312817 0.62050638 0.3643899 ] [-0.02610343] [ 0.30938381 0.35108374 0.6892594 0.40386909 0.46997442 0.79574681 0.45314349 0.40190867 0.42189426 0.4325313 ] [ 0.07154853] [ 0.14834184 0.52019228 0.58976912 0.35088388 0.449446 0.7255852 0.44559154 0.34847698 0.52482562 0.47281895] [-0.49521988] [ 0.59704177 0.64740861 0.5193747 0.52095703 0.33317949 0.60030852 0.476281 0.36586672 0.51902836 0.61863632] [ 0.369297] [ 0.11701751 0.54883578 0.56858401 0.36650495 0.48760426 0.75890438 0.46488743 0.35320423 0.4374996 0.48452557] [ 0.69089002] [ 0.45136605 0.62002595 0.44876062 0.69471847 0.30011808 0.55770529 0.48207359 0.41992025 0.57074289 0.54893817] [ 0.17354198] [ 0.29765155 0.29443226 0.57440003 0.42519611 0.56133825 0.67867002 0.38589936 0.54696631 0.46800839 0.3651468 ] [-0.27648114] [ 0.37861333 0.5082706 0.56493121 0.48164716 0.45301316 0.58017154 0.5253081 0.50929264 0.44305439 0.48234837] [ 0.26812034] [ 0.4924308 0.69998166 0.48741549 0.56986577 0.42251158 0.68583394 0.47355334 0.34882702 0.52922968 0.63512091] [-0.98937282] [ 0.28696376 0.50930145 0.50243849 0.33669523 0.35448858 0.52087292 0.49781615 0.73920239 0.56977995 0.27261262] [-0.10243521] [ 0.20679276 0.7099745 0.35524231 0.70372413 0.36768295 0.71183355 0.44722837 0.64261099 0.43537068 0.49793428] [ 0.21130377] [ 0.21561573 0.56549723 0.52560862 0.58554375 0.3748637 0.70983501 0.3893269 0.37633934 0.4386239 0.54725502] [-0.37911569] [ 0.28697613 0.71204739 0.34518247 0.68173167 0.28017621 0.5753141 0.38769857 0.52572856 0.6298689 0.53743288] [ 0.26400933] [ 0.3766316 0.69057859 0.39252623 0.64697419 0.28282832 0.65950382 0.46251132 0.39766244 0.57025264 0.59780298] [-0.50364185] [ 0.40717083 0.34823283 0.71021382 0.29978626 0.36125752 0.55443559 0.51570979 0.5671861 0.50474964 0.26360231] [-0.10502888] [ 0.20264555 0.73115988 0.34981905 0.51723326 0.34712546 0.58638331 0.43370866 0.53414549 0.61256493 0.37397879] [-0.24208758] [ 0.73443379 0.5578705 0.44478017 0.41203537 0.34971756 0.36847306 0.57377904 0.59689031 0.52256152 0.4107943 ] [ 0.48305554] [ 0.17534075 0.59395416 0.43267763 0.51838607 0.34117559 0.72739478 0.29291745 0.44585025 0.43001576 0.44247552] [-0.25750732] [ 0.753761 0.47167711 0.61080787 0.32425395 0.44965182 0.54866671 0.52402307 0.59663973 0.55522588 0.49227611] [ 0.41257093] [ 0.28066463 0.64832942 0.50970234 0.59148519 0.38339131 0.74229618 0.47752625 0.52133935 0.44156156 0.48206217] [ 0.23697975] [ 0.4498557 0.51563939 0.47378564 0.55955825 0.38407163 0.478219 0.56219878 0.42624308 0.49711846 0.48378559] [-0.13879376] [ 0.6823244 0.54618494 0.51389389 0.39460816 0.40031654 0.28642536 0.53105624 0.5713368 0.56464503 0.46306861] [ 1.09869095] [ 0.37001946 0.69635189 0.44910689 0.66007739 0.41322115 0.58130069 0.43007774 0.64614059 0.52392063 0.39453965] [ 0.12037422] [ 0.70783052 0.6602927 0.47380238 0.37814818 0.27686948 0.43437518 0.50002613 0.52288212 0.63205213 0.48688667] [ 0.8559394] [ 0.75988117 0.6365159 0.49793375 0.41281599 0.23678756 0.38442469 0.47486491 0.39587593 0.56807458 0.44704464] [ 0.1363876] [ 0.66113643 0.49103602 0.58454101 0.2694974 0.4971966 0.49694352 0.57333807 0.48909109 0.49171581 0.46584627] [-0.60004239] [ 0.59149091 0.42131771 0.69625212 0.18682142 0.45419416 0.42098941 0.5847057 0.51126446 0.53680961 0.31363092] [ 0.15901307] [ 0.21124627 0.56712656 0.47115249 0.37656538 0.41645428 0.76811172 0.38302474 0.52518132 0.48273026 0.53957175] [ 0.44915751] [ 0.19492947 0.32909322 0.59326733 0.38617979 0.61567111 0.64157939 0.50196401 0.26717549 0.41287806 0.67681524] [ 0.32104237] [ 0.19542488 0.40665749 0.61028513 0.42234473 0.48497144 0.77186368 0.35593498 0.40885278 0.46766464 0.42410898] [-1.07544762] [ 0.34631041 0.43046999 0.58121324 0.30324977 0.4714487 0.52846744 0.48518267 0.67441454 0.54302335 0.27258394] [-0.55074081] [ 0.72392681 0.62432052 0.48247724 0.50611693 0.29352071 0.51321927 0.48867435 0.39194386 0.55702829 0.54015501] [ 0.14130783] [ 0.51800334 0.71275934 0.46256634 0.47394807 0.36270167 0.68786193 0.42073948 0.48373359 0.52054036 0.66911238] [ 1.75264839] [ 0.62791285 0.6193371 0.39759256 0.47655244 0.35517703 0.26021562 0.55217807 0.53636839 0.68221396 0.28159929] [-0.06098935] [ 0.43652534 0.64014369 0.35701253 0.66518157 0.30997524 0.5573383 0.38350096 0.34384955 0.56338337 0.58431486] [ 0.17538533] [ 0.27442139 0.57864597 0.5553958 0.48715133 0.36257779 0.71554616 0.39841917 0.54357555 0.49665255 0.47721091] [ 0.33226854] [ 0.43866848 0.70882458 0.31353305 0.55474089 0.56476406 0.65189579 0.37206433 0.42779893 0.41344694 0.78136711] [-0.47646055] [ 0.48155724 0.48810101 0.61895269 0.14123849 0.69399731 0.64363597 0.54546627 0.4635594 0.38891646 0.59856455] [-0.04140807] [ 0.47209316 0.64838267 0.52639742 0.58401947 0.27547406 0.48828737 0.41825264 0.49310663 0.58915029 0.51488446] [-0.25604788] [ 0.26483637 0.51278198 0.4589784 0.64234029 0.40294177 0.655753 0.39304059 0.5896162 0.48038627 0.38405579] [-0.36338752] [ 0.43575111 0.34358877 0.58464908 0.38434014 0.5744913 0.67257235 0.4527789 0.47294411 0.30981689 0.49137708] [ 0.08326471] [ 0.41196843 0.31805251 0.59464498 0.4180287 0.52987337 0.63561085 0.50868938 0.47538329 0.34065184 0.46332373] [ 0.29570913] [ 0.36578309 0.74716868 0.37369129 0.5802444 0.48690486 0.71139859 0.39260955 0.50279071 0.45392946 0.76890075] [-0.04342706] [ 0.40489312 0.30186347 0.67914014 0.47338862 0.34552393 0.63707502 0.46110334 0.52925405 0.42834397 0.3251022 ] [ 0.25228333] [ 0.11427677 0.66212029 0.43915734 0.61361534 0.40034628 0.64838924 0.34255184 0.3558152 0.44265854 0.47343222] [-0.69760379] [ 0.42076386 0.62248331 0.59291578 0.22605249 0.41624632 0.44395149 0.51684381 0.55742772 0.6489985 0.3773631 ] [-0.07778559] [ 0.31348059 0.74293689 0.29240578 0.74386661 0.28827354 0.64308216 0.41515291 0.57126482 0.54461434 0.6334139 ] [-0.4797061] [ 0.58508318 0.6229833 0.50020447 0.62456279 0.3868064 0.68241909 0.3839641 0.58198554 0.53682673 0.55895978] [-0.41721644] [ 0.60881529 0.42459912 0.71276518 0.31842483 0.54530839 0.41065526 0.43058594 0.57159415 0.53733063 0.48294391] [-0.41961971] [ 0.22527572 0.70436838 0.38006205 0.69659694 0.29126922 0.62709231 0.41327917 0.57364715 0.50442848 0.45089252] [-0.3299413] [ 0.45024536 0.66978499 0.34177181 0.53303235 0.3825293 0.57694807 0.40879004 0.37076954 0.55618165 0.59767197] [-0.13391117] [ 0.67028823 0.66414207 0.510888 0.5532902 0.2969965 0.4934985 0.5025591 0.45785152 0.67716987 0.59936828] [-0.10326325] [ 0.31626331 0.49768946 0.60929527 0.34087366 0.4811423 0.60253176 0.39031911 0.51430639 0.56710305 0.42022458] [ 0.1983847] [ 0.6074636 0.50877987 0.45363917 0.45577616 0.51114955 0.51168235 0.45043361 0.45436536 0.47209397 0.60345688] [-0.18980905] [ 0.67994544 0.5498295 0.52156864 0.4146712 0.36291802 0.3874767 0.51657029 0.45666412 0.56777431 0.44139527] [ 1.46652912] [ 0.5326189 0.59620072 0.54335163 0.52664835 0.43979811 0.45865598 0.41236107 0.52638231 0.65167123 0.41929069] [-0.21839756] [ 0.37033307 0.75818482 0.3104624 0.61830723 0.30620321 0.57875413 0.58056072 0.74581697 0.5881497 0.37488441] [ 0.59039865] [ 0.43027213 0.65983951 0.53213786 0.57004817 0.40347261 0.55283361 0.57805221 0.52091404 0.59792765 0.46105722] [ 1.06692229] [ 0.67051442 0.76317484 0.48506669 0.52049397 0.36893737 0.52955001 0.53937499 0.57028244 0.63703688 0.65711143] [-0.57480917] [ 0.68403921 0.6051846 0.45648688 0.42005916 0.34741327 0.4308777 0.5503627 0.61677113 0.64550271 0.42440625] [-0.54597721] [ 0.31710401 0.43322157 0.58770928 0.49525251 0.43412665 0.63959018 0.45963018 0.45152222 0.39815021 0.3563546 ] [ 0.16771009] [ 0.19750459 0.62690959 0.42098959 0.44072276 0.42262193 0.62001271 0.4245128 0.40884135 0.54332713 0.46174165] [-0.04937389] [ 0.39350055 0.24313636 0.7156023 0.3577996 0.33078708 0.62304555 0.47850712 0.49918176 0.36863593 0.27044641] [ 0.55392671] [ 0.10798412 0.3862648 0.56208917 0.6676682 0.3560312 0.81429007 0.34912633 0.32117385 0.46341201 0.4498871 ] [-0.03245511] [ 0.30207943 0.55046427 0.41309586 0.67901172 0.33650311 0.63019177 0.4510437 0.36674946 0.57105773 0.4752814 ] [ 1.58503544] [ 0.54590763 0.71578226 0.41560733 0.60653602 0.38787267 0.34879284 0.54028024 0.6298732 0.7214185 0.28354762] [ 0.09061885] [ 0.63665148 0.52252233 0.5541309 0.28030694 0.44140704 0.4220392 0.5606483 0.52189921 0.53133369 0.36953736] [ 0.98977754] [ 0.37853983 0.70121726 0.49232692 0.61771389 0.47050182 0.6812354 0.37216578 0.4986437 0.50780072 0.70279362] [-0.05281409] [ 0.23109072 0.59662384 0.4537278 0.61152973 0.36921492 0.69159539 0.4228095 0.50841773 0.49976093 0.40105454] [ 0.1152769] [ 0.18837288 0.64480333 0.40060566 0.54379518 0.29778718 0.6122375 0.41041232 0.5996025 0.5366263 0.4026152 ] [ 0.05050838] [ 0.18986124 0.47276554 0.49736887 0.38789772 0.39780367 0.60806885 0.36881021 0.60498525 0.399231 0.37562581] [ 0.00355628] [ 0.74575262 0.64849705 0.4605535 0.40612031 0.31024005 0.46441469 0.4720607 0.45787722 0.64232188 0.54720702] [ 0.28238788] [ 0.34939868 0.64786631 0.49249171 0.63074624 0.45088931 0.74788445 0.48417278 0.36037806 0.60423599 0.64728556] [-0.40647722] [ 0.32538056 0.66924045 0.39843595 0.59104353 0.40216055 0.50869558 0.4273112 0.476375 0.39451626 0.5416355 ] [ 0.90667378] [ 0.6251495 0.57172457 0.64398933 0.3689923 0.49469619 0.49869132 0.47878749 0.42346395 0.56520695 0.43795795] [ 0.64050186] [ 0.15356271 0.34532875 0.58302876 0.47283846 0.5130622 0.72710773 0.43643446 0.34028373 0.36998136 0.64632529] [ 0.33364733] [ 0.38456327 0.59326955 0.60749119 0.55477955 0.51749651 0.66244224 0.41641219 0.4950805 0.41584886 0.62467457] [ 0.04949667] [ 0.5321657 0.63452269 0.38273702 0.56766616 0.37709251 0.63528117 0.46101411 0.54639792 0.44421037 0.64136264] [-0.09827625] [ 0.16573868 0.51459335 0.551286 0.39116336 0.40793298 0.71312556 0.34059769 0.42180944 0.3511203 0.3717717 ] [ 0.08878324] [ 0.62038467 0.50448274 0.60633109 0.35260373 0.46960206 0.53221125 0.44002432 0.47590897 0.53697052 0.55700147] [ 0.01542843] [ 0.55724581 0.66713819 0.41438119 0.5800422 0.44019878 0.66892974 0.38039143 0.32782141 0.50762464 0.69541993] [ 2.24655841] [ 0.67670333 0.40828725 0.58448652 0.39783499 0.32876873 0.38847657 0.47392767 0.49535477 0.51729074 0.36609804] [-0.71280606] [ 0.16830352 0.50525299 0.54414848 0.47894529 0.34892648 0.52455734 0.39107968 0.44734516 0.45282834 0.26759921] [ 1.26676754] [ 0.31493609 0.51914711 0.50354503 0.45995856 0.41989982 0.5842376 0.459575 0.68710622 0.60163811 0.27913661] [ 0.09843547] [ 0.44402715 0.48391968 0.68790377 0.31115151 0.52089572 0.5934968 0.387743 0.45519109 0.51116168 0.45078046] [ 0.20777418] [ 0.19921667 0.46823001 0.56603206 0.3850933 0.50300213 0.7392697 0.39074026 0.4993858 0.46339177 0.56311122] [ 0.21696118] [ 0.16101291 0.56484727 0.44965149 0.569069 0.44566753 0.63202571 0.48464982 0.54486757 0.52045798 0.29076793] [-0.08725557] [ 0.68292247 0.42258218 0.69055893 0.32453635 0.51024113 0.41965122 0.5606254 0.38011682 0.5974857 0.41540514] [-0.52124633] [ 0.59625214 0.59249891 0.61582806 0.31080744 0.43587593 0.63444551 0.44332274 0.58479393 0.49063912 0.5428097 ] Progress: 82.9% ... Training loss: 0.298 ... Validation loss: 0.463[-0.49583021] [ 0.5369849 0.67777463 0.48006651 0.42430586 0.32670651 0.45638375 0.42963436 0.50584554 0.59205444 0.47607324] [-0.35094843] [ 0.57407329 0.60826995 0.49296262 0.4932421 0.41166515 0.44177524 0.51863048 0.52603064 0.64149707 0.47214051] [-0.46864497] [ 0.67113452 0.65504389 0.56315822 0.56205941 0.42987428 0.47744982 0.45068174 0.6026516 0.69805139 0.46499892] [ 0.24824453] [ 0.12472723 0.67578514 0.46451173 0.54468588 0.37354431 0.72336419 0.32987649 0.40718892 0.5129048 0.54148148] [-0.25211781] [ 0.44237064 0.71365203 0.43884182 0.61078337 0.22520622 0.58533083 0.45208115 0.48029086 0.59597321 0.51263742] [-0.82553074] [ 0.5409595 0.4087814 0.63636881 0.25020505 0.31153257 0.35384452 0.58147746 0.58897906 0.59915524 0.21296418] [-0.00819841] [ 0.29731169 0.68010905 0.44376807 0.66517302 0.34623546 0.69797945 0.40934154 0.36657592 0.57582225 0.61730723] [ 0.52009633] [ 0.75333506 0.81446934 0.50411971 0.32108383 0.31382564 0.34848921 0.63415306 0.70468124 0.73262032 0.58076354] [-0.74920944] [ 0.80628488 0.56860276 0.51263428 0.43322005 0.31594311 0.33399102 0.48145672 0.43275678 0.62742085 0.52415949] [-0.5127957] [ 0.80578828 0.61732493 0.54359202 0.26948765 0.3780979 0.27522287 0.60030715 0.46370518 0.70455423 0.43790944] [ 1.03763255] [ 0.60395795 0.57835886 0.52627233 0.33765411 0.29101216 0.29324202 0.47253517 0.47438426 0.57617576 0.32977302] [ 0.04855426] [ 0.28676004 0.71475482 0.37429231 0.63180422 0.35521369 0.74276861 0.50189597 0.55584322 0.55192228 0.75352063] [-0.44655192] [ 0.3512237 0.64843531 0.45162632 0.6551566 0.40935372 0.64546064 0.37614593 0.48169304 0.50826923 0.48809462] [-0.18792044] [ 0.66242706 0.48153216 0.58386861 0.35531035 0.46478464 0.54556536 0.57177499 0.54513591 0.44355246 0.56633564] [-0.58108927] [ 0.54344615 0.32990686 0.63365834 0.35882176 0.49898093 0.69906766 0.45974619 0.52504989 0.4046474 0.45960868] [-0.74190056] [ 0.7659853 0.61978409 0.49529833 0.41011152 0.27540309 0.50052405 0.51047548 0.43709995 0.53941062 0.57151011] [-0.47600509] [ 0.28232133 0.62058334 0.31142063 0.66995801 0.36971159 0.63761909 0.37232895 0.59925445 0.45988249 0.40816012] [-0.9444013] [ 0.34885807 0.3028526 0.68765198 0.27975944 0.34831409 0.37494983 0.53351749 0.63194009 0.47921432 0.33425422] [ 0.02975326] [ 0.63276222 0.62836708 0.39026933 0.56175797 0.31540986 0.59803908 0.43579181 0.38474245 0.53768448 0.5557876 ] [-0.04511914] [ 0.2993161 0.48447853 0.39358094 0.59559408 0.38855607 0.45335123 0.36447758 0.46627036 0.49687761 0.40523447] [-0.34769083] [ 0.55500851 0.50243146 0.58838093 0.39165945 0.41074415 0.65373372 0.47686243 0.64800528 0.52213283 0.49939512] [-0.32875843] [ 0.23053961 0.65254206 0.35958506 0.57140697 0.41278629 0.66588049 0.49011738 0.60475097 0.52260528 0.45105837] [ 0.85351951] [ 0.40970946 0.77491971 0.4669397 0.5260027 0.28928641 0.39815406 0.37585657 0.61617642 0.71208141 0.36717383] [-1.39139755] [ 0.30558777 0.37929355 0.60669836 0.41523245 0.28705238 0.5062574 0.49283718 0.61916509 0.54740587 0.24578102] [ 0.56287915] [ 0.11103312 0.51906793 0.56182572 0.46619084 0.55469312 0.88210883 0.49172073 0.36324863 0.41750711 0.56002192] [-0.00854936] [ 0.30245633 0.6463452 0.37217344 0.66419124 0.37769956 0.58516493 0.33532483 0.39261014 0.46765241 0.65784769] [-0.00749438] [ 0.30447524 0.45046796 0.4856178 0.65651502 0.37199036 0.64093023 0.38490703 0.40914893 0.37560992 0.38774342] [-0.27632622] [ 0.2442049 0.46301083 0.51009778 0.4359143 0.32992354 0.60818359 0.31995409 0.47410664 0.39151519 0.40307538] [-0.42914075] [ 0.68272241 0.62086548 0.52033966 0.40825786 0.3987057 0.39622368 0.45396612 0.49707879 0.6775024 0.48491716] [-1.00832411] [ 0.5983659 0.26697589 0.60201538 0.33763149 0.43107542 0.37739016 0.48696903 0.57919321 0.37144176 0.27357849] [-0.46611075] [ 0.4592475 0.58405463 0.43424981 0.54451374 0.39912005 0.53709304 0.31040628 0.43572058 0.45432397 0.5381654 ] [-0.37488961] [ 0.52165913 0.39097761 0.63555816 0.4459187 0.53687304 0.59212083 0.47670405 0.47744482 0.42006931 0.38468481] [ 0.32227494] [ 0.3536725 0.62830865 0.4077121 0.70037913 0.58385436 0.76952405 0.38673586 0.47718765 0.35308424 0.64367147] [-0.61860919] [ 0.67794369 0.75497612 0.54201654 0.4082674 0.44978711 0.70453355 0.5492439 0.41110101 0.54987916 0.72776089] [-0.38843605] [ 0.32240713 0.52874025 0.48742356 0.60180443 0.28277642 0.56701543 0.4128617 0.46043169 0.52687822 0.46508343] [ 0.00311432] [ 0.32081326 0.59580448 0.44250516 0.37929419 0.43474107 0.73799518 0.48194076 0.50770044 0.4254637 0.54587176] [ 0.19823345] [ 0.27747047 0.74764064 0.32807786 0.72182805 0.24735087 0.63052086 0.37257285 0.44734816 0.54026693 0.60189451] [-0.4584181] [ 0.57092806 0.72119167 0.4658318 0.63989677 0.38767296 0.74162706 0.39248698 0.58776706 0.57465494 0.67799339] [ 0.13712296] [ 0.23591684 0.59291076 0.64194752 0.39555566 0.63885356 0.71033995 0.41964225 0.41282513 0.45638083 0.65842936] [ 0.19928829] [ 0.61411067 0.44998694 0.51662254 0.33681436 0.43988868 0.27646533 0.57401052 0.54310573 0.50737323 0.30480772] [ 0.49414393] [ 0.67856551 0.58100844 0.50587778 0.39277972 0.35962981 0.40747995 0.49271729 0.53625696 0.56334368 0.479027 ] [-0.65340209] [ 0.33175608 0.43857652 0.56995899 0.33628676 0.41011691 0.49143644 0.47978183 0.61799191 0.58778108 0.28938507] [-1.09748899] [ 0.29582497 0.50369225 0.52734974 0.37804764 0.41636172 0.54669459 0.46108847 0.70482641 0.5823333 0.28178132] [-0.3090181] [ 0.58015178 0.7141555 0.36920505 0.39551555 0.34663376 0.66188264 0.48168697 0.58308401 0.52763958 0.53275859] [ 1.61825857] [ 0.56874299 0.66276957 0.44924762 0.40399196 0.23655743 0.35871648 0.52166777 0.69118213 0.63590224 0.31286335] [ 0.25896129] [ 0.12940003 0.62894433 0.46743077 0.51978909 0.40486553 0.81900944 0.32089375 0.48736267 0.57047595 0.54570832] [ 0.56324645] [ 0.11515849 0.55099139 0.49523574 0.50370994 0.48822239 0.78392997 0.39821843 0.28194754 0.37656931 0.54576038] [ 0.35848532] [ 0.28809547 0.5912103 0.49763137 0.40404775 0.44161474 0.64040803 0.38616382 0.66414335 0.52534666 0.49698051] [-0.38189603] [ 0.45254862 0.79258107 0.37876051 0.67239506 0.33958157 0.58443877 0.39900569 0.63180792 0.64818153 0.57010367] [-0.13633088] [ 0.5382208 0.4145772 0.61916256 0.3189985 0.45536161 0.54492076 0.55601338 0.57843087 0.38670713 0.45431403] [-0.24654736] [ 0.54931451 0.57984008 0.55090776 0.50451585 0.39322638 0.43924865 0.43578784 0.49379947 0.59964725 0.52329887] [-0.2494661] [ 0.53901385 0.58463894 0.42521428 0.59702834 0.33450408 0.6834299 0.38893137 0.34299053 0.48524108 0.62696913] [ 0.18591978] [ 0.82338228 0.54269 0.61604461 0.29665852 0.48799905 0.32879761 0.55573647 0.54375259 0.60209046 0.38944947] [ 0.42621837] [ 0.13757479 0.54404138 0.38325212 0.62503332 0.50172716 0.79374025 0.3685067 0.49399134 0.38330264 0.58020628] [-0.05881665] [ 0.38446982 0.53999385 0.51794966 0.69521975 0.51467593 0.69714868 0.38521514 0.39787568 0.4516302 0.52510887] [-1.8430253] [ 0.65080256 0.57644582 0.50006621 0.48148855 0.23685873 0.27747326 0.50195067 0.52650202 0.63960405 0.2635455 ] [-0.38426874] [ 0.72168874 0.50314566 0.54573767 0.47241119 0.29630575 0.48767663 0.41645004 0.53446039 0.62721356 0.4792142 ] [ 0.05965845] [ 0.45942296 0.73564445 0.41678021 0.55530114 0.264181 0.50471796 0.58917925 0.66844802 0.59213446 0.44589608] [ 0.08010567] [ 0.20943001 0.50029755 0.57812419 0.34791597 0.52694813 0.68139525 0.33096791 0.33035458 0.37805951 0.46956926] [-0.58438359] [ 0.31893645 0.19930332 0.76242851 0.26749833 0.55471182 0.47378457 0.49972203 0.36867656 0.32671723 0.25760447] [ 1.08551674] [ 0.47122732 0.69963566 0.38067045 0.61910864 0.26397176 0.49053707 0.41846954 0.5903906 0.6211141 0.46538486] [-0.21662955] [ 0.19896428 0.72696947 0.41991601 0.69259082 0.33686761 0.72256669 0.41373809 0.4938842 0.55884906 0.49467747] [-0.30919796] [ 0.66346846 0.50369412 0.50609279 0.37052991 0.43406323 0.31845845 0.57025385 0.5638061 0.45974992 0.43294572] [ 0.1083303] [ 0.22637475 0.64934428 0.36873124 0.66243915 0.3875762 0.74577995 0.40081883 0.49442666 0.42507717 0.48092134] [-0.3094799] [ 0.25644537 0.39944264 0.59131408 0.23815277 0.48593864 0.58670433 0.39309548 0.45619428 0.34545339 0.41874157] [-0.45174642] [ 0.6895567 0.67082145 0.40110916 0.38016131 0.27944464 0.41751138 0.58747371 0.59962769 0.56293283 0.38390689] [-0.02123926] [ 0.20981116 0.56688026 0.38210767 0.46187321 0.40538878 0.7873849 0.33988622 0.53764694 0.49213552 0.52172208] [ 0.51901402] [ 0.2036192 0.44348082 0.56414121 0.45655222 0.41581333 0.53611101 0.39414271 0.47261683 0.58035301 0.32454395] [-0.21382175] [ 0.67160378 0.58150612 0.38357179 0.50399137 0.38533501 0.45830465 0.55634464 0.56865872 0.47845014 0.65688552] [-0.26117622] [ 0.19064245 0.40902126 0.65078604 0.40939904 0.49855823 0.59015411 0.41097128 0.33536068 0.4862181 0.3647045 ] [-0.11493277] [ 0.41842686 0.6111981 0.46353351 0.69580887 0.43074637 0.74547716 0.35572598 0.50654396 0.4779811 0.59677104] [ 0.2204499] [ 0.24063184 0.74943267 0.31791779 0.65417188 0.422839 0.76165152 0.43838957 0.57465329 0.51585024 0.79452254] [-0.28876857] [ 0.40074998 0.2388578 0.61348669 0.2890669 0.5731451 0.68042645 0.42587076 0.51421427 0.43778172 0.34744924] [ 0.63408936] [ 0.73699883 0.56991651 0.63068301 0.3279805 0.45623836 0.4468672 0.64511455 0.51034257 0.56090008 0.47544546] [ 0.22172101] [ 0.14714003 0.57261552 0.44403229 0.43928459 0.34522011 0.79073707 0.34618082 0.44883647 0.43973779 0.52323506] [-1.53256874] [ 0.20325952 0.55231454 0.55862126 0.53422179 0.22834319 0.51555511 0.42839124 0.6069716 0.6052398 0.19790057] [ 0.27406516] [ 0.71807182 0.43142106 0.51052015 0.27789288 0.43105335 0.25051603 0.55430707 0.45228291 0.59250332 0.33045159] [-0.08976754] [ 0.20192567 0.5309166 0.55112596 0.42051269 0.4462129 0.76845318 0.49847036 0.46805543 0.4595168 0.53103431] [-0.49583021] [ 0.5369849 0.67777463 0.48006651 0.42430586 0.32670651 0.45638375 0.42963436 0.50584554 0.59205444 0.47607324] [-0.3179639] [ 0.52801376 0.48857818 0.46713338 0.56469302 0.24539828 0.45559325 0.52192612 0.79582339 0.50911538 0.27319484] [ 0.33683858] [ 0.65501932 0.62941529 0.59200731 0.4284525 0.39136707 0.4101419 0.55655306 0.61492044 0.62709404 0.46325337] [-0.65404138] [ 0.36269889 0.56633792 0.47697418 0.61520795 0.38494138 0.56468845 0.40948303 0.45303594 0.53879779 0.4820011 ] [-0.59708884] [ 0.73407639 0.34057452 0.72732182 0.26665405 0.61931095 0.5686354 0.50222967 0.45517583 0.44840304 0.47760379] [ 0.31831597] [ 0.20626543 0.64354591 0.4926932 0.6050817 0.51654449 0.80348768 0.4700448 0.41150929 0.49009233 0.58255288] [ 0.0129716] [ 0.60493987 0.50601663 0.52238474 0.36526095 0.3449721 0.38324074 0.52825316 0.5316308 0.62212788 0.42801398] [ 1.2511114] [ 0.65790114 0.59531208 0.61432249 0.35878093 0.36529006 0.37662138 0.56024159 0.66931681 0.65692228 0.36762762] [-0.09495745] [ 0.62922655 0.58823276 0.46834362 0.55547782 0.31332353 0.42322135 0.45451859 0.41820419 0.63114705 0.43794279] [ 1.11168374] [ 0.65652034 0.63165058 0.46613238 0.36128399 0.31389654 0.28526091 0.54156505 0.62275868 0.64764865 0.32308643] [-0.06274578] [ 0.21581411 0.62519003 0.52632742 0.45139721 0.37160535 0.75826897 0.34452284 0.41353303 0.46218902 0.50415145] [ 0.21152282] [ 0.48377008 0.50063757 0.40051103 0.63385722 0.3188216 0.40575046 0.47315346 0.52939135 0.55677473 0.63409695] [ 0.3022404] [ 0.1721603 0.46879311 0.49466624 0.59160324 0.44155897 0.56360237 0.40854816 0.49796123 0.56171221 0.62375607] [ 0.62179776] [ 0.3175917 0.76905923 0.38695672 0.64676772 0.22710022 0.57183418 0.47649374 0.71421255 0.59227701 0.43065143] [-0.19711301] [ 0.40926165 0.71880985 0.31119915 0.76158894 0.28913574 0.6025619 0.36547283 0.42007998 0.48671549 0.62259062] [-0.45073072] [ 0.77124486 0.56185038 0.53938637 0.24827651 0.36153941 0.37647567 0.52253939 0.47574841 0.50855434 0.4607192 ] [-0.80866073] [ 0.82287115 0.80152818 0.48273653 0.49215154 0.39290355 0.4942631 0.60688913 0.54306023 0.69252819 0.67754178] [ 0.09866566] [ 0.29130186 0.7808051 0.26183362 0.70284537 0.24470598 0.60507839 0.40379136 0.54510004 0.6090112 0.6257747 ] [-0.08051014] [ 0.15875941 0.67246317 0.40264534 0.57862896 0.36380311 0.68298687 0.38540309 0.45844389 0.67051485 0.50984838] [-0.06612965] [ 0.5669794 0.59220973 0.56545705 0.37553677 0.41386002 0.58198412 0.58052122 0.58400184 0.46216439 0.52501623] [-0.17190742] [ 0.14820378 0.58202863 0.45947355 0.64612219 0.39158489 0.70750162 0.36222488 0.44451098 0.57849568 0.43018872] [-0.21854068] [ 0.51081599 0.68010282 0.47379526 0.65964566 0.4768827 0.6335314 0.42209098 0.52462781 0.57421665 0.60243892] [-0.62363397] [ 0.49487527 0.50552359 0.45158492 0.50100643 0.27175789 0.51231983 0.47488005 0.51734103 0.44660724 0.44554209] [ 0.14960702] [ 0.3080547 0.44647242 0.68204213 0.38281289 0.55038172 0.64867888 0.42080659 0.4501095 0.54290276 0.45882339] [-0.05888953] [ 0.23784024 0.67839287 0.4413631 0.54117733 0.45838103 0.66134124 0.44892498 0.4309069 0.38482138 0.55924009] [-0.01874262] [ 0.70573183 0.50496566 0.54208701 0.33481316 0.35961253 0.26298565 0.45392766 0.45023334 0.57857609 0.33438476] [-0.32532317] [ 0.2223543 0.66745034 0.45086188 0.48483736 0.35882921 0.49140569 0.47839127 0.50581242 0.61858725 0.46642448] [-0.70033828] [ 0.84070711 0.58068165 0.51614355 0.40713478 0.33390115 0.26851125 0.50995894 0.44953704 0.55547686 0.58140002] [ 0.47414489] [ 0.50926446 0.55410629 0.6512852 0.34378419 0.33999514 0.35952431 0.51965831 0.76000019 0.58729892 0.27215817] [-0.11778588] [ 0.30739145 0.64146404 0.46239885 0.56540587 0.41639568 0.6961943 0.44164921 0.4413086 0.55282129 0.63151481] [-0.30947487] [ 0.57066518 0.60525017 0.55485221 0.58570123 0.42575902 0.50222374 0.41789465 0.60424268 0.61951272 0.43324462] [-0.38837747] [ 0.61173109 0.68508699 0.54368225 0.57846984 0.41793775 0.49584091 0.43457146 0.60861887 0.70691999 0.46708434] [-0.28667166] [ 0.47395055 0.60597896 0.4198657 0.5158609 0.42993745 0.34360157 0.37721831 0.45046507 0.58941812 0.48555926] [ 0.15774274] [ 0.35416973 0.71781652 0.38624942 0.53482948 0.28045313 0.48430444 0.41225127 0.52746524 0.57123771 0.51274847] [-0.17938959] [ 0.31285151 0.15919126 0.79445654 0.20412356 0.45539131 0.64125618 0.4854583 0.4148284 0.28141653 0.2347266 ] [ 0.74850882] [ 0.50081508 0.61569717 0.45894072 0.48271182 0.2596219 0.28834488 0.52554703 0.67169905 0.55095972 0.4143328 ] [-0.33448832] [ 0.60439749 0.53078052 0.52431679 0.3389545 0.44111656 0.66061717 0.42674573 0.66585272 0.52394114 0.55492785] [-0.57941617] [ 0.58151122 0.62120482 0.40494046 0.52080922 0.4515523 0.45588623 0.4485684 0.52862676 0.52246404 0.49551844] [ 1.78056451] [ 0.70844745 0.51203672 0.56291158 0.37491377 0.4246692 0.40720292 0.54939336 0.55197253 0.47961981 0.45641217] [-0.04933303] [ 0.15950477 0.61171475 0.53034477 0.39760785 0.40745748 0.77309804 0.38637599 0.39423832 0.55362615 0.5144393 ] [-0.54611469] [ 0.49526875 0.69815826 0.36587783 0.63677699 0.31372099 0.55700329 0.34744244 0.43800675 0.55497017 0.59299743] [-0.13044774] [ 0.24260631 0.6372834 0.56834713 0.29415359 0.46596779 0.53699616 0.52750268 0.46547205 0.6024304 0.33192989] [-0.68521496] [ 0.52533791 0.67025275 0.49660006 0.65500299 0.41372493 0.61802236 0.412979 0.5165574 0.58231679 0.5050052 ] [-0.45420987] [ 0.60442995 0.59718188 0.47665274 0.3913571 0.38428071 0.44846273 0.54191188 0.43488146 0.5581163 0.60369643] [-0.60357795] [ 0.63562106 0.62327611 0.50689114 0.37929783 0.21662338 0.31613055 0.53601566 0.69517001 0.6184623 0.37977196] [-0.285316] [ 0.56891434 0.67097138 0.57479621 0.59241912 0.39757783 0.42631546 0.45051186 0.60914981 0.67198133 0.42733822] [-0.58942998] [ 0.30445067 0.76635785 0.38606645 0.53683335 0.25308618 0.62712868 0.43381344 0.46952919 0.63348409 0.58716685] [-0.18219476] [ 0.44711082 0.54156722 0.42543552 0.599255 0.43646994 0.51039272 0.48184475 0.50240673 0.46209555 0.51099553] [ 0.17418502] [ 0.59771586 0.42255793 0.63463217 0.36453822 0.36806019 0.45928675 0.60903369 0.70881056 0.4604495 0.34480558] [ 0.20534231] [ 0.16611169 0.69913231 0.4594831 0.35665968 0.35784512 0.78472813 0.3855902 0.43415384 0.44587463 0.54202853] Progress: 83.1% ... Training loss: 0.312 ... Validation loss: 0.498[-0.58524643] [ 0.51391619 0.7062786 0.51022644 0.51089012 0.4393087 0.6444951 0.46819382 0.47205119 0.62970899 0.60067712] [-0.63520067] [ 0.56949379 0.66196608 0.47298881 0.41156903 0.23821065 0.3473256 0.4432759 0.6359594 0.63661887 0.39750908] [ 0.20436865] [ 0.82778326 0.54277195 0.64875533 0.39014223 0.40910664 0.38412915 0.58704016 0.7011598 0.5497715 0.42949832] [ 0.23987246] [ 0.54528794 0.48560493 0.5228592 0.34421594 0.46269567 0.34115446 0.63137268 0.60443365 0.49759347 0.3342241 ] [-0.17466984] [ 0.2316645 0.30240562 0.66122391 0.33813977 0.49914231 0.59186981 0.44382742 0.36618761 0.40392212 0.27873633] [-0.50248075] [ 0.61681361 0.6245703 0.41426882 0.53743535 0.36631215 0.38618321 0.46352941 0.43429907 0.54016586 0.65063064] [ 0.24821324] [ 0.25001967 0.46159397 0.5644959 0.3052217 0.53437246 0.73282859 0.42301528 0.32400009 0.38662904 0.44982574] [ 0.10250267] [ 0.30037052 0.74445609 0.39687886 0.64936014 0.2977204 0.76084838 0.40963581 0.52189946 0.56836162 0.66214878] [ 0.84762755] [ 0.51651414 0.34108362 0.68649386 0.26909789 0.54258757 0.62044207 0.4403015 0.44095424 0.49320476 0.47694654] [-0.30952987] [ 0.7325096 0.62955355 0.47760284 0.53380005 0.38285601 0.52563125 0.51763487 0.55588864 0.58301491 0.64382122] [-0.06404914] [ 0.21247621 0.59083169 0.3825141 0.6612221 0.32944455 0.7255341 0.47368425 0.52350346 0.55116894 0.51731811] [ 0.18872647] [ 0.21319767 0.7229483 0.40091712 0.62165526 0.29324918 0.76675141 0.43755245 0.60652294 0.5231048 0.56172719] [-0.81218737] [ 0.18048544 0.44182686 0.57244826 0.48865498 0.36068153 0.58896222 0.46210559 0.63620593 0.43051742 0.27841266] [-0.13043346] [ 0.54764391 0.28934159 0.69945351 0.30859697 0.51744018 0.53625935 0.47756753 0.35216878 0.47192393 0.31058046] [-0.59587773] [ 0.66255187 0.44359492 0.68967561 0.16016453 0.49039952 0.44485417 0.57078127 0.56974754 0.57585987 0.37859844] [ 0.20391546] [ 0.21167602 0.40118971 0.44783474 0.65688026 0.46468545 0.77645747 0.37942115 0.48223539 0.29501037 0.3527964 ] [-0.14388009] [ 0.32845176 0.5338336 0.40658299 0.70404263 0.41791414 0.6562982 0.55471036 0.59181749 0.41254002 0.4360755 ] [ 0.11666575] [ 0.35495663 0.59123992 0.50251771 0.50113994 0.33446248 0.58347427 0.42629403 0.49553395 0.49128664 0.47328712] [ 0.33727342] [ 0.41849192 0.61950422 0.50968155 0.46028885 0.42553909 0.63635844 0.58188201 0.5332477 0.48244889 0.58345635] [-1.16761754] [ 0.57492829 0.68486845 0.53812569 0.392687 0.36428486 0.36511562 0.61134193 0.64153221 0.68089888 0.31461959] [ 0.50032932] [ 0.47600049 0.74400079 0.41237637 0.49590816 0.37922117 0.63796968 0.49106718 0.50334435 0.5977444 0.48332458] [-0.05008964] [ 0.53260177 0.72326523 0.48623471 0.51434144 0.29007957 0.51428607 0.47737522 0.53828346 0.63315922 0.59053437] [ 0.38831581] [ 0.10358284 0.5726313 0.4715746 0.46174717 0.4114432 0.81668085 0.38578792 0.42247914 0.46090625 0.50960889] [-0.64527939] [ 0.30795436 0.53752326 0.52335754 0.32937811 0.264115 0.51280582 0.47332252 0.68574173 0.51143601 0.30007476] [ 0.07332354] [ 0.42536191 0.32867506 0.70945758 0.40564742 0.53327094 0.59677005 0.46382991 0.42133243 0.38511588 0.41568941] [ 0.87588777] [ 0.43442611 0.31133626 0.61474103 0.25002838 0.41800113 0.59912464 0.42886902 0.40862008 0.31494564 0.3700138 ] [ 0.1628615] [ 0.5820111 0.70357859 0.36956892 0.39444004 0.37676873 0.49813688 0.43772691 0.4259584 0.56985359 0.49700427] [ 0.32456455] [ 0.23913972 0.72492241 0.43262112 0.61821313 0.42427533 0.80622522 0.47433931 0.49274219 0.52950311 0.64823201] [-0.1002277] [ 0.42890349 0.48383774 0.4718988 0.49263081 0.37426344 0.39769808 0.46958462 0.50168321 0.55559753 0.38534707] [-0.65105519] [ 0.22776946 0.36358842 0.69682722 0.31828329 0.3696304 0.5578813 0.47318736 0.49662967 0.48833989 0.23498115] [-0.16463858] [ 0.30639765 0.2544775 0.74467524 0.32331841 0.46749797 0.58255412 0.5329639 0.40068002 0.37108536 0.31414279] [-0.02646505] [ 0.25623961 0.69744473 0.3993357 0.62967728 0.36944143 0.6709675 0.35690752 0.47545579 0.51121105 0.57582505] [ 0.23037463] [ 0.31313697 0.63487722 0.47220583 0.56720518 0.5388802 0.81006104 0.51266636 0.50494159 0.49127102 0.55107871] [-0.11109609] [ 0.63586753 0.51230125 0.55747202 0.35389017 0.47399463 0.5081412 0.5369446 0.53477308 0.51805776 0.46088756] [ 0.25381247] [ 0.45618371 0.73553434 0.41519237 0.55763538 0.26601386 0.51113952 0.58707161 0.66298348 0.58939877 0.45077849] [ 0.23066651] [ 0.2406187 0.43600615 0.59826946 0.29708979 0.53432989 0.65556869 0.42429166 0.30106765 0.52053451 0.44897119] [ 0.16960632] [ 0.72452909 0.47563093 0.65219083 0.2657488 0.36506196 0.38784773 0.64041127 0.6137922 0.5787038 0.43245095] [-0.11009811] [ 0.56250386 0.54350974 0.5970366 0.4895273 0.38653751 0.47177516 0.49011325 0.50916796 0.5525529 0.39676053] [ 0.78919965] [ 0.08955487 0.55408575 0.41577541 0.66716758 0.48163423 0.82994424 0.29705149 0.51395687 0.38732052 0.62913092] [ 0.04502185] [ 0.23398478 0.58706986 0.52148377 0.53874612 0.42402396 0.75493823 0.4058517 0.4966627 0.55576207 0.52471123] [-0.18030751] [ 0.65143462 0.61827814 0.47977674 0.52278906 0.32494523 0.47196382 0.40549865 0.4144578 0.6085018 0.49438101] [ 0.10427831] [ 0.36900138 0.61146576 0.46026007 0.66554006 0.33212318 0.66467227 0.40338294 0.49627946 0.4495759 0.50093042] [-0.03710555] [ 0.43717642 0.71346125 0.43621615 0.61448194 0.22782983 0.59496671 0.44855973 0.47043155 0.59158104 0.52061551] [ 0.28258294] [ 0.19480766 0.40674599 0.61152035 0.42012324 0.48261042 0.77189887 0.35735711 0.41254586 0.46965426 0.41879876] [ 0.61637477] [ 0.2607589 0.55990867 0.59084582 0.30748626 0.40130104 0.65092124 0.38329681 0.61865506 0.48595019 0.39485801] [ 0.40959598] [ 0.84148744 0.62901289 0.62593882 0.23152177 0.40016702 0.24867358 0.60922035 0.67731469 0.66815764 0.34255531] [ 0.57222054] [ 0.51458903 0.36060219 0.67669234 0.27656563 0.54544154 0.56126285 0.44835934 0.47138362 0.42058019 0.52504894] [ 0.14289109] [ 0.32087924 0.55972678 0.45442853 0.54322059 0.52972261 0.67488305 0.37014185 0.47426188 0.39546596 0.64505486] [ 0.46006129] [ 0.37743203 0.60558083 0.45684431 0.61199533 0.42952306 0.46380224 0.41859356 0.5555018 0.61640558 0.39137363] [-0.36398085] [ 0.25737561 0.69389164 0.47225989 0.51630816 0.36843511 0.55537546 0.44514461 0.6369853 0.64511174 0.4208739 ] [ -9.82796064e-05] [ 0.45296137 0.71380627 0.37314958 0.66586802 0.3288025 0.6130678 0.42759982 0.33529168 0.50883671 0.68800453] [ 0.11027305] [ 0.12901705 0.46369588 0.62712245 0.46278928 0.40868477 0.6924357 0.43638484 0.43869446 0.39782032 0.54853447] [-0.02303437] [ 0.39544692 0.62291845 0.5464023 0.36235135 0.36873193 0.59994094 0.48303869 0.60301624 0.62380776 0.48970858] [-0.14608946] [ 0.174376 0.33621441 0.65650334 0.3170003 0.45080943 0.61303275 0.56102924 0.41144265 0.44456528 0.30612505] [ 0.18580988] [ 0.40834731 0.69800158 0.51908135 0.68791756 0.39107478 0.64297351 0.41843108 0.5441329 0.55678801 0.4584793 ] [ 0.30923575] [ 0.16699402 0.50944244 0.53875515 0.39513427 0.41165476 0.76386246 0.36931235 0.41926077 0.38732446 0.52897968] [-0.0771373] [ 0.67091152 0.38712422 0.61957344 0.34097943 0.48148424 0.57165249 0.40665898 0.49866743 0.50184718 0.57517827] [-1.71138879] [ 0.62150311 0.53066483 0.54028671 0.20221113 0.40358223 0.4614272 0.59043309 0.74212556 0.62633722 0.49738825] [ 0.18987754] [ 0.18660372 0.51045171 0.57118797 0.419354 0.32010786 0.61397361 0.47595478 0.5287795 0.50480152 0.2940958 ] [-0.38301337] [ 0.75656873 0.55477547 0.50238879 0.45142213 0.2786214 0.35585581 0.47605541 0.43213099 0.50661295 0.51547262] [-1.56157747] [ 0.52662838 0.58469473 0.43290905 0.4213298 0.32457358 0.25139072 0.49937918 0.52767487 0.63529833 0.25174799] [ 0.8564687] [ 0.62499235 0.56370318 0.53755386 0.44018655 0.40987881 0.47721297 0.42250605 0.49850092 0.61073028 0.59159656] [ 0.24520113] [ 0.14018023 0.43785974 0.60374381 0.52495207 0.49229025 0.7838279 0.41822272 0.42177438 0.34192594 0.42489301] [ 0.27226029] [ 0.27117933 0.47191137 0.54858086 0.44614757 0.48254187 0.72439972 0.35557805 0.60817174 0.53565531 0.44456167] [ 1.61718282] [ 0.52519092 0.56039677 0.40612098 0.53877378 0.24810767 0.3094132 0.54638486 0.55908557 0.66911728 0.26270745] [ 0.39471736] [ 0.35803291 0.29748904 0.71080523 0.26960838 0.546526 0.62938048 0.43894658 0.35145774 0.41955112 0.39789093] [ 0.28716302] [ 0.34517907 0.7128816 0.46318541 0.6525698 0.54223696 0.61030493 0.37871447 0.41928067 0.42787755 0.70831653] [ 0.09302582] [ 0.47277344 0.68687305 0.41126789 0.67494076 0.26400089 0.74332678 0.33419533 0.40539383 0.5100019 0.67737823] [ 0.60980155] [ 0.7469807 0.6603621 0.64683011 0.1331801 0.40839565 0.34934112 0.56046332 0.71248929 0.66327586 0.36320978] [-0.18474676] [ 0.30235022 0.59114063 0.44921686 0.60363034 0.33139502 0.51363985 0.3608276 0.3512843 0.37632198 0.47482722] [-0.12182841] [ 0.74270779 0.66861364 0.53917026 0.41261456 0.3697501 0.47785521 0.50890777 0.58159861 0.56447351 0.47809267] [-0.16838183] [ 0.57101386 0.58595913 0.487934 0.59611972 0.30924666 0.48606293 0.51815726 0.42450912 0.55206623 0.57639382] [-0.29255451] [ 0.64239179 0.67879857 0.46811012 0.3547033 0.40599081 0.30282181 0.45587074 0.52902653 0.54755315 0.60406164] [-0.29206823] [ 0.45378818 0.58929057 0.41396991 0.66527503 0.40974028 0.63451555 0.4402073 0.52689879 0.54501504 0.52510525] [ 0.0233358] [ 0.31181828 0.1204774 0.80810391 0.23891451 0.51571794 0.67373443 0.44629187 0.38451004 0.32730549 0.23490521] [ 0.11849001] [ 0.11135818 0.62275718 0.42641574 0.44948224 0.37519235 0.77066612 0.36732215 0.46469213 0.52647757 0.48683111] [-0.17557954] [ 0.23856858 0.24903691 0.75558624 0.32147377 0.48939345 0.67447872 0.48099589 0.40657061 0.39648598 0.27647002] [ 0.09397549] [ 0.19416891 0.36625247 0.64583399 0.4206973 0.44295744 0.71735274 0.38477552 0.35662892 0.34981516 0.40099142] [ 0.2079094] [ 0.30310419 0.64758534 0.41815232 0.58442336 0.33672345 0.69208741 0.36917631 0.47517959 0.52420971 0.63233045] [-0.25805163] [ 0.38681548 0.71231649 0.43146873 0.7385037 0.46461364 0.58903178 0.38415462 0.43679701 0.50509426 0.52452479] [ 0.48378877] [ 0.58289836 0.61139059 0.62058914 0.46256464 0.54020301 0.55850087 0.39222394 0.44265883 0.55038873 0.53219748] [-0.1152315] [ 0.34683854 0.56134185 0.58851209 0.51594738 0.45633019 0.43801498 0.42048531 0.55248321 0.62516162 0.35126577] [-0.57865633] [ 0.21274915 0.47637643 0.58468537 0.35164942 0.36106407 0.49767314 0.52415396 0.60814466 0.52445159 0.27687979] [-0.05722023] [ 0.27941648 0.27991651 0.7272961 0.32324816 0.50111152 0.61918095 0.43480573 0.42008703 0.35912736 0.30719976] [ 0.40842836] [ 0.33221208 0.66177493 0.53350202 0.60642796 0.3951586 0.75321779 0.4493546 0.40053159 0.57944575 0.63290663] [ 0.4895417] [ 0.19748235 0.55995701 0.51822362 0.52188676 0.27990023 0.63367589 0.43309857 0.54607753 0.50983008 0.31288196] [ 0.06288082] [ 0.20088571 0.53088001 0.55076854 0.42102275 0.44683152 0.77038441 0.49781315 0.46641792 0.45872661 0.53194373] [ 0.27934399] [ 0.15038534 0.58934781 0.51791227 0.54878309 0.30575971 0.7541458 0.4250788 0.454527 0.50232175 0.38759349] [-0.26616728] [ 0.36721648 0.55253203 0.41626383 0.52093189 0.46591796 0.44149362 0.38133882 0.26960353 0.40775992 0.47384279] [-0.07650399] [ 0.23224343 0.5121596 0.6311159 0.43606328 0.41025343 0.63514572 0.46497588 0.44535873 0.46592613 0.52286566] [-0.12732679] [ 0.39986355 0.37036531 0.61667515 0.3106579 0.50718886 0.56122366 0.52211047 0.4988845 0.42798048 0.38500696] [-0.19609423] [ 0.57264852 0.52965688 0.58003655 0.33298126 0.44762404 0.42442511 0.44519153 0.54790039 0.5198228 0.55360601] [ 1.08998045] [ 0.50228906 0.6225613 0.52309695 0.57899193 0.51865172 0.64089401 0.41663608 0.55288075 0.56211316 0.55716292] [ 0.14372566] [ 0.38786284 0.6904768 0.39539981 0.64250826 0.27751045 0.6463949 0.46823283 0.40996639 0.57625264 0.58720743] [ 0.15073644] [ 0.57398674 0.40929093 0.5307891 0.51505783 0.37499658 0.52513532 0.46122537 0.42290937 0.58382261 0.51762324] [-0.22412304] [ 0.40936905 0.3823128 0.6133539 0.33736678 0.52390398 0.5383714 0.51945891 0.46462605 0.54352928 0.3601674 ] [-0.4909717] [ 0.42799747 0.69418528 0.43435833 0.50296047 0.3944814 0.57670473 0.43380859 0.35878524 0.63860998 0.57006151] [ 0.06287386] [ 0.24833106 0.31363618 0.60528976 0.62560487 0.40359065 0.73454023 0.38275246 0.3188183 0.37793008 0.33883351] [ 2.0029818] [ 0.74999475 0.42209279 0.53728336 0.28462304 0.3823399 0.22523403 0.56504908 0.54569425 0.59266377 0.25368418] [-0.7153234] [ 0.26865153 0.59209827 0.54812014 0.49545093 0.32879609 0.60788784 0.438086 0.59793473 0.40085836 0.36936072] [ 0.35405906] [ 0.32227878 0.77365582 0.41183112 0.56681433 0.2242176 0.61161696 0.4315145 0.54665444 0.54977856 0.52058251] [-0.37375258] [ 0.50028548 0.57008234 0.6106601 0.21003422 0.40737803 0.41831693 0.50521255 0.65478596 0.59474534 0.47506324] [-0.02153723] [ 0.28710368 0.40287416 0.65610721 0.27806446 0.50215706 0.69559327 0.4243038 0.38312065 0.45626246 0.44096513] [ 0.21928131] [ 0.55354777 0.67227225 0.35320398 0.50266602 0.33796309 0.51337029 0.40809331 0.45742504 0.55763904 0.47623377] [-0.30766247] [ 0.20638162 0.52603811 0.52279013 0.46361114 0.30666738 0.57334867 0.43998221 0.66766041 0.53193102 0.2940614 ] [-0.02818924] [ 0.63970301 0.59203358 0.43864917 0.55707525 0.31909463 0.3514228 0.43756192 0.4528544 0.66591255 0.5383952 ] [ 0.13005836] [ 0.49061578 0.40453444 0.71875209 0.25715924 0.35384827 0.38202623 0.54384842 0.60945627 0.47799833 0.28589257] [-0.15229304] [ 0.33127432 0.66689197 0.44136716 0.65743371 0.40829115 0.65669139 0.37133694 0.47642566 0.51338603 0.49790507] [ 0.36988395] [ 0.59040711 0.64848623 0.4387602 0.44970772 0.28072315 0.38401973 0.53051352 0.47190102 0.59912984 0.4196264 ] [ 0.15224088] [ 0.57467854 0.73997457 0.40981501 0.47488157 0.23660568 0.39959753 0.55242134 0.65131133 0.65600669 0.44308503] [-0.41995874] [ 0.83396091 0.58023961 0.51061704 0.41483041 0.34191985 0.28499179 0.5013681 0.42875332 0.54542896 0.59919083] [-0.2020572] [ 0.55753038 0.5795451 0.51861052 0.44801552 0.52775468 0.35384706 0.58714637 0.5591862 0.59650816 0.61659934] [ 1.38967299] [ 0.78266429 0.56376422 0.49990239 0.52191469 0.34927989 0.37405034 0.52636663 0.4365381 0.69180582 0.61980228] [ 0.11531409] [ 0.73359542 0.38554921 0.66971677 0.33409218 0.58781545 0.46347147 0.59028723 0.42269543 0.58419783 0.40878568] [ 0.86327263] [ 0.07506758 0.60033588 0.43777121 0.63172139 0.50856375 0.85372802 0.38803588 0.33495063 0.47732843 0.5422472 ] [ 0.91401424] [ 0.70407653 0.50124712 0.54058526 0.51621074 0.30821901 0.51296462 0.41307096 0.36089405 0.56678446 0.51211336] [ 0.43168715] [ 0.21301617 0.45848352 0.41585442 0.4095212 0.5230133 0.71908112 0.32895174 0.35831435 0.3510914 0.52300329] [ 0.106918] [ 0.17699445 0.52428928 0.50562366 0.5786829 0.33186708 0.60360335 0.48386947 0.54028387 0.60752039 0.24855859] [ 0.8804431] [ 0.24907044 0.39893206 0.56798134 0.4809103 0.49723831 0.60815211 0.39585198 0.43791751 0.39620579 0.33116841] [ 0.39005514] [ 0.45103753 0.58361479 0.47208724 0.57117479 0.38479438 0.44903888 0.4691089 0.49797326 0.49403057 0.63506365] [-0.32055998] [ 0.66035377 0.45463852 0.52110585 0.4306327 0.46430477 0.37806377 0.46238027 0.42848865 0.61546782 0.41877022] [ 0.16027922] [ 0.38231317 0.30390586 0.66359033 0.26795666 0.46477412 0.52231548 0.4269869 0.45588516 0.44090325 0.27016 ] [-0.27730116] [ 0.43757476 0.72619535 0.42084346 0.68527763 0.48217937 0.65826068 0.34470891 0.52770242 0.55062177 0.57685557] [ 0.16066594] [ 0.2596587 0.55714289 0.50452267 0.29058124 0.46021977 0.75263364 0.41572298 0.49390159 0.47747066 0.54836275] [ 0.90059039] [ 0.66174071 0.59966916 0.47310319 0.32266028 0.35073346 0.29193536 0.6684835 0.56021051 0.72327423 0.32820874] [-0.10000094] [ 0.30252528 0.47370925 0.46677413 0.55949802 0.42948123 0.65572514 0.43896328 0.48611592 0.37130925 0.43890628] [-1.33009579] [ 0.53481514 0.61471025 0.46865614 0.49734127 0.30328736 0.36369281 0.46073952 0.56544552 0.60617569 0.37140575] [-0.23092326] [ 0.32919077 0.61989707 0.46936096 0.49224303 0.49846331 0.58663194 0.46318483 0.38190888 0.3898307 0.52048292] Progress: 83.4% ... Training loss: 0.295 ... Validation loss: 0.477[ 0.24287515] [ 0.18344291 0.55621339 0.67980745 0.35005948 0.46781464 0.66630398 0.42306583 0.41892852 0.52664187 0.52642899] [ 1.12499059] [ 0.85516096 0.45204721 0.58466484 0.28479103 0.25847747 0.26061167 0.57686832 0.5775351 0.59177724 0.32285862] [-0.23148697] [ 0.48651991 0.35617359 0.55574339 0.38917577 0.49915438 0.69798788 0.39931953 0.64137516 0.55804725 0.4588256 ] [-0.05033262] [ 0.27457977 0.46255582 0.57121709 0.25842799 0.408261 0.53722779 0.50973228 0.42016342 0.47515868 0.31135227] [ 0.15049555] [ 0.22274199 0.78143189 0.345854 0.61001474 0.41388583 0.71962994 0.36360015 0.57850193 0.46000185 0.69887577] [-0.18716604] [ 0.18974587 0.26374435 0.60123303 0.22726762 0.57167634 0.60562947 0.42570774 0.30730013 0.31284056 0.26468506] [-0.16658534] [ 0.46837317 0.60577011 0.41792353 0.51879919 0.43310325 0.35097238 0.37456652 0.44337438 0.58585046 0.49233292] [-0.59323647] [ 0.35428189 0.68880903 0.35940695 0.72467927 0.3012941 0.62830023 0.44632469 0.50596002 0.52925212 0.41514248] [ 0.66519473] [ 0.44564313 0.51209666 0.49831907 0.41944485 0.43934259 0.43332751 0.61670555 0.59061495 0.54428963 0.24801022] [ 0.00060274] [ 0.61707161 0.73057116 0.46928552 0.30429591 0.33909914 0.53438792 0.56426382 0.55189765 0.54982642 0.49670621] [-0.60988067] [ 0.51296718 0.57887032 0.4494742 0.3718424 0.25524643 0.24928879 0.46050641 0.6068647 0.6359933 0.25036002] [-0.09966455] [ 0.45765235 0.66357241 0.40604126 0.58125944 0.33259254 0.71154858 0.34839267 0.50015462 0.52559416 0.67155613] [-0.45951968] [ 0.78796119 0.6670043 0.45675194 0.37113869 0.34259001 0.34215149 0.49372136 0.52452109 0.58998337 0.56717001] [ 0.59950801] [ 0.37266562 0.42122658 0.59237013 0.36363088 0.46067165 0.4626145 0.47226417 0.44321707 0.51948629 0.52940169] [ 0.39223473] [ 0.40461463 0.53075226 0.53561527 0.46551502 0.34045423 0.53491363 0.48739916 0.49553478 0.4506292 0.50621753] [ 0.11268119] [ 0.13444535 0.51454443 0.5418665 0.48185897 0.40829303 0.79571706 0.33978783 0.46590875 0.43004608 0.4748616 ] [ 0.22048054] [ 0.73748123 0.58608178 0.49085627 0.43289494 0.29474981 0.42902612 0.53171807 0.5615219 0.62237998 0.43428671] [-0.47905141] [ 0.14903608 0.52178845 0.49612129 0.58552937 0.36948123 0.64485636 0.36161961 0.59116209 0.48874635 0.39456735] [ 0.0032913] [ 0.08220143 0.50462717 0.43495211 0.64545719 0.34884389 0.64386997 0.30428307 0.41983362 0.47449696 0.32523782] [-0.09460483] [ 0.7952949 0.64294303 0.48701183 0.31032176 0.37865479 0.33747881 0.50721501 0.49788462 0.57095872 0.56379939] [-0.68759287] [ 0.82588868 0.49266177 0.57698886 0.39078101 0.41907357 0.48359247 0.51479906 0.32415908 0.59090751 0.539882 ] [-0.68558872] [ 0.5485304 0.68953044 0.35901784 0.51308883 0.20479374 0.42078722 0.49069044 0.55800458 0.57568481 0.42434905] [-0.02831227] [ 0.22824686 0.66741817 0.37943248 0.69391692 0.37845298 0.76093737 0.49480265 0.53061492 0.52493858 0.533211 ] [-0.176743] [ 0.3419851 0.5298404 0.58496757 0.48324252 0.46104313 0.72043534 0.4873679 0.46904804 0.38076925 0.53279632] [-0.32269093] [ 0.34124545 0.30628097 0.69670096 0.20294126 0.41933342 0.44770026 0.5476948 0.49969708 0.51126438 0.16538368] [ 0.13475583] [ 0.32004833 0.43520325 0.44872925 0.42802819 0.42257827 0.81516457 0.33073105 0.63888633 0.41277362 0.46445178] [-0.74436236] [ 0.43302381 0.68556538 0.43585268 0.67108576 0.42838611 0.49952746 0.43969958 0.67107137 0.47455218 0.47300203] [-0.35861756] [ 0.46269564 0.6664901 0.34780699 0.66508782 0.43498755 0.57028931 0.4434036 0.56866891 0.47452392 0.76310786] [-0.1013458] [ 0.44092659 0.6859634 0.32920354 0.56932992 0.26919673 0.72918414 0.41193188 0.66324954 0.48591604 0.52587932] [ 0.41257016] [ 0.26692991 0.63204278 0.35146689 0.68985913 0.3718048 0.64778035 0.33621114 0.44620851 0.42732154 0.50749551] [ 0.36696156] [ 0.32310146 0.62337773 0.40498019 0.70222374 0.4035062 0.75953106 0.4930875 0.5607444 0.39799232 0.47890395] [-0.0997796] [ 0.51724683 0.69778814 0.47998517 0.41738827 0.39472743 0.7033057 0.4888063 0.3963707 0.58703516 0.71646416] [ 0.76528459] [ 0.71160969 0.51516724 0.66611595 0.32164425 0.39402864 0.50605369 0.59599543 0.70453263 0.52764797 0.41201015] [ 0.87965352] [ 0.76998438 0.55084803 0.66274728 0.28104295 0.35474794 0.3328884 0.67694074 0.70520158 0.60562089 0.32364961] [-0.43092877] [ 0.489567 0.43946398 0.61952251 0.30479725 0.41238809 0.60815787 0.43377654 0.47580257 0.5382792 0.38027374] [-0.36001516] [ 0.44041938 0.3605304 0.62577574 0.38894869 0.55348409 0.66918818 0.48168791 0.37902369 0.35290434 0.42141774] [ 0.30164235] [ 0.75812077 0.35100211 0.68748473 0.16944002 0.44112056 0.29890768 0.63717464 0.62088223 0.47538562 0.25836902] [ 1.27321574] [ 0.58525636 0.80043308 0.29229396 0.5342929 0.23629218 0.36476332 0.59052889 0.69497729 0.67552224 0.37703995] [-0.7975787] [ 0.40178731 0.73477009 0.2654383 0.5876483 0.22330311 0.4728261 0.42834191 0.53097184 0.58930926 0.44003697] [-0.08535345] [ 0.4177385 0.37560078 0.72240859 0.32964148 0.55829948 0.52247618 0.47262086 0.38229099 0.44764697 0.51259136] [ 0.63860483] [ 0.48653966 0.67877881 0.38613866 0.54507333 0.2516805 0.51856566 0.48649263 0.56640666 0.53089484 0.41828716] [ 0.26276] [ 0.32164062 0.63174477 0.50381744 0.56529053 0.32503774 0.61203092 0.41704535 0.48311604 0.41692107 0.62469681] [-0.0011757] [ 0.50458151 0.51098526 0.50816942 0.44095508 0.38067397 0.59541171 0.58600063 0.57540264 0.45255985 0.61927844] [-0.02495866] [ 0.39859046 0.69650557 0.42056078 0.6577741 0.32734756 0.69818584 0.41810117 0.3116685 0.6349076 0.65485643] [-0.42268282] [ 0.74427794 0.5419291 0.55624482 0.46213313 0.35623335 0.41980922 0.46862722 0.41730873 0.65614652 0.47111704] [-0.33508326] [ 0.65231915 0.66964654 0.51238729 0.36173055 0.37257766 0.39001874 0.51631239 0.62757507 0.627952 0.52133788] [ 0.75650136] [ 0.08675334 0.5375449 0.43102634 0.6128986 0.53733099 0.80616706 0.36513504 0.40129692 0.3958912 0.48249086] [-0.45247844] [ 0.28011183 0.7016551 0.4556605 0.58162162 0.29770437 0.60742081 0.41504901 0.42524626 0.55498077 0.49626818] [ 0.42558353] [ 0.63887083 0.33156855 0.71360257 0.19426574 0.42788082 0.33986397 0.58055558 0.52630102 0.51753494 0.21604995] [-0.15774537] [ 0.26168359 0.49394817 0.44156311 0.43391953 0.44881529 0.4785342 0.47878602 0.48675713 0.43510418 0.4341757 ] [ 0.37282549] [ 0.1091834 0.45274567 0.49365077 0.65889436 0.44303783 0.7080107 0.46838373 0.50718625 0.39359069 0.59756812] [ 1.57151144] [ 0.62974235 0.37513187 0.61819312 0.28407708 0.40297598 0.33396689 0.51245859 0.50656393 0.45350997 0.23695584] [ 0.9721436] [ 0.5124876 0.73633989 0.35759499 0.59926448 0.31512323 0.44022194 0.50689062 0.6784763 0.60784819 0.42493244] [-0.33765635] [ 0.41583219 0.50713861 0.5169829 0.33218482 0.43302106 0.54549234 0.43886791 0.41592819 0.42773219 0.4719248 ] [ 0.29339323] [ 0.18154092 0.36652772 0.60963086 0.49818422 0.43474469 0.84175996 0.41305211 0.48127182 0.31274712 0.36605555] [ 0.47011891] [ 0.19252347 0.28723543 0.72471823 0.41356691 0.51585609 0.78652914 0.35658879 0.30317849 0.25978325 0.53643719] [-0.16774497] [ 0.30865206 0.5333527 0.63622613 0.26955489 0.37086189 0.73574499 0.47074193 0.43173725 0.4455415 0.47312835] [-0.16385811] [ 0.29385665 0.65323686 0.41472713 0.6996367 0.26617966 0.64589003 0.37492126 0.35530784 0.51813838 0.51886237] [ 0.03881616] [ 0.77266344 0.30887055 0.68001062 0.22908577 0.48167825 0.51593142 0.51855775 0.43172218 0.52003301 0.43461503] [-0.61572048] [ 0.64156064 0.59973479 0.44535118 0.50389527 0.29767036 0.36784248 0.54167586 0.44528931 0.64981875 0.44775718] [-0.94769338] [ 0.78376703 0.76161162 0.50670228 0.43482247 0.4444921 0.53997673 0.4969176 0.64783291 0.61519797 0.68892482] [ 0.06826694] [ 0.47631899 0.75853934 0.41196233 0.54117854 0.33219407 0.68724577 0.45238254 0.50111855 0.56952726 0.59040347] [ 0.41592385] [ 0.12608698 0.56551212 0.44270477 0.52121595 0.34644063 0.74770944 0.27356054 0.44816185 0.40679354 0.41049155] [ 0.35324387] [ 0.61815217 0.28648518 0.70875664 0.45097371 0.58041057 0.45410163 0.56987073 0.41352015 0.50118931 0.30393013] [-0.16088573] [ 0.27270678 0.49519186 0.39761657 0.65881561 0.39732381 0.57580842 0.42845159 0.53024793 0.46650442 0.40175567] [ 0.46024888] [ 0.71759597 0.53302448 0.56014617 0.50030404 0.32805575 0.3654992 0.58181906 0.72415902 0.49692677 0.45833216] [ 0.2790869] [ 0.14086465 0.68886394 0.34280678 0.54626385 0.39859978 0.75341939 0.29425454 0.46432556 0.39482039 0.5213707 ] [-0.05796158] [ 0.1884448 0.31457489 0.6873039 0.35683953 0.50122635 0.66105765 0.51993587 0.42037962 0.37085874 0.41770203] [ 0.66039695] [ 0.58327774 0.57970529 0.37851561 0.60336892 0.3288402 0.32973677 0.51493436 0.54080905 0.517106 0.72024697] [-0.23828573] [ 0.65809666 0.63911743 0.53618312 0.56532011 0.45602925 0.45846452 0.44001154 0.59215912 0.52248818 0.65491736] [-0.04849453] [ 0.43463688 0.80050139 0.38008477 0.66936445 0.45239773 0.74385266 0.34861645 0.56685766 0.55747 0.73558285] [-0.43548167] [ 0.482922 0.74730504 0.35949977 0.53602231 0.33419946 0.51994177 0.41758402 0.53693724 0.71373893 0.62449806] [ 1.25055324] [ 0.58942669 0.615846 0.41684934 0.54670257 0.25399735 0.45342193 0.44699022 0.5255948 0.56420791 0.41142715] [ 0.00970681] [ 0.1338797 0.31413772 0.54377352 0.42404949 0.40210277 0.70649198 0.37372533 0.39920693 0.36580983 0.25864573] [-0.11212328] [ 0.32604758 0.20259329 0.77200531 0.35346633 0.56108754 0.64898018 0.39671728 0.33618168 0.37126568 0.25855013] [ 0.43443236] [ 0.21402383 0.62797521 0.4108159 0.69924636 0.36052049 0.74414551 0.36632876 0.40647074 0.4285257 0.53962598] [-1.14442003] [ 0.22760838 0.61655202 0.55000741 0.40416276 0.34418555 0.51565083 0.46208961 0.5205972 0.58707329 0.30569191] [-0.50362262] [ 0.66555645 0.63828511 0.44283271 0.3938359 0.47733872 0.29745001 0.44568907 0.40650919 0.61454304 0.54428658] [-0.0384627] [ 0.15874505 0.46648094 0.60108834 0.544423 0.34992884 0.70630737 0.36406013 0.54118746 0.43501634 0.43977402] [-0.41767751] [ 0.40200584 0.63338868 0.37047497 0.5943833 0.31348074 0.59328539 0.44470432 0.69642997 0.50686857 0.49015855] [-0.24964301] [ 0.22930421 0.30386605 0.66121635 0.23263511 0.46082324 0.52334367 0.50029794 0.4044057 0.49077844 0.21864247] [-0.38163778] [ 0.70263038 0.67349324 0.47371762 0.47890998 0.3124528 0.42477133 0.4629729 0.43755902 0.67308557 0.51304398] [ 0.04050782] [ 0.48372581 0.56894813 0.42697046 0.51985274 0.44686885 0.52187122 0.43257116 0.51289676 0.51176053 0.39210814] [-0.22566945] [ 0.74301088 0.52945926 0.59492743 0.26633566 0.46678133 0.37392913 0.53879006 0.47932538 0.65348793 0.38328453] [ 0.36707597] [ 0.19941038 0.34768692 0.55318417 0.51105887 0.54025331 0.79951345 0.39653109 0.35698401 0.25553381 0.42783833] [ 1.09757679] [ 0.51783903 0.51861755 0.53375564 0.40954278 0.40023239 0.34304643 0.56711179 0.64481437 0.52189564 0.31851593] [ 0.21700733] [ 0.50431351 0.68430489 0.49860859 0.65223735 0.44035984 0.44432582 0.46635096 0.54060192 0.70245683 0.39120495] [ 0.24261327] [ 0.50559235 0.65465669 0.43676016 0.51384836 0.31214422 0.43163038 0.50197117 0.53633975 0.57900669 0.50787507] [-0.00025649] [ 0.40346376 0.43743034 0.47997898 0.60558285 0.53911394 0.76614751 0.41158758 0.55936816 0.37438208 0.50628765] [ 0.15397836] [ 0.27873656 0.57881384 0.34766225 0.71249332 0.4160147 0.59805537 0.37796445 0.32000785 0.36962809 0.50011372] [-0.04122051] [ 0.20803749 0.57433076 0.57743962 0.40163907 0.38795886 0.68553279 0.4160483 0.61074274 0.49867167 0.47431536] [-0.04975632] [ 0.16264687 0.30287837 0.66939994 0.48871954 0.38054032 0.78423645 0.42041699 0.39474426 0.44377726 0.38597362] [ 0.28833994] [ 0.62201554 0.35744232 0.70216474 0.28472542 0.48967205 0.50952544 0.50345033 0.45029325 0.53188095 0.42951125] [-0.17639095] [ 0.43984775 0.70216029 0.43599761 0.57903705 0.28334065 0.68026071 0.40224025 0.43931599 0.47017581 0.66384585] [-0.02282026] [ 0.20689955 0.51848475 0.60178241 0.30011772 0.48939212 0.67114338 0.41231215 0.57032698 0.47597775 0.53292429] [-0.79288985] [ 0.58138192 0.50601828 0.72033785 0.22996293 0.5111729 0.35390542 0.52532163 0.65960863 0.4806102 0.42888042] [ 0.60166653] [ 0.15562397 0.53378716 0.54468297 0.51427844 0.48566916 0.80027096 0.31389523 0.41095861 0.37356939 0.65449546] [-0.29639955] [ 0.59788534 0.52120482 0.55345477 0.41732365 0.51762956 0.44149388 0.38895418 0.40892373 0.49108868 0.62030871] [ 0.14691656] [ 0.24616644 0.62528086 0.4430454 0.56064954 0.43683817 0.69843563 0.42094618 0.51555487 0.46526057 0.57677123] [-0.09306348] [ 0.26357793 0.73361181 0.39919295 0.57302236 0.38388798 0.66405233 0.37305615 0.46413953 0.53158502 0.59117897] [-0.48798509] [ 0.60600939 0.60443499 0.57073713 0.36647366 0.30979639 0.38947888 0.60473604 0.73359343 0.5339962 0.33099051] [ 1.2114951] [ 0.55411529 0.56387283 0.52102962 0.43194336 0.4300105 0.40071108 0.38477916 0.4469513 0.5690127 0.4420139 ] [ 0.22419689] [ 0.17240374 0.46001255 0.59209954 0.47466824 0.43919416 0.78401234 0.43509075 0.36480701 0.48902989 0.5526561 ] [ 1.73165485] [ 0.35348978 0.54973428 0.39635761 0.60998021 0.30704113 0.53719001 0.41105221 0.56217483 0.51218693 0.367062 ] [ 0.09233778] [ 0.53356019 0.47662259 0.51223986 0.49649883 0.42721455 0.54619748 0.56851819 0.59424184 0.45746076 0.66220704] [ 0.59346123] [ 0.1275669 0.38596477 0.42683962 0.50876619 0.55669954 0.73637933 0.41291745 0.42284708 0.28310265 0.60866533] [ 1.79497624] [ 0.69109607 0.48928639 0.49574729 0.38408235 0.2985712 0.28657025 0.51067879 0.68252978 0.56835001 0.28617337] [-0.09144465] [ 0.39890913 0.30160683 0.67819142 0.47450235 0.34675733 0.64471706 0.45868219 0.52459086 0.42594921 0.32596908] [-0.09431295] [ 0.40280154 0.5967101 0.50137449 0.31795511 0.28150268 0.43526455 0.50201666 0.72937834 0.55232395 0.27749885] [-0.36598427] [ 0.16846491 0.52590361 0.50261267 0.39123703 0.38256549 0.63631422 0.43710777 0.46352824 0.43696422 0.43230922] [-0.57406137] [ 0.33870676 0.6272115 0.40380759 0.52289253 0.29647188 0.62803102 0.49633264 0.60087894 0.47352036 0.41684445] [-0.64067359] [ 0.82334665 0.43462241 0.63962995 0.37811823 0.4274645 0.49500719 0.49498573 0.59075452 0.45528949 0.42063379] [-0.07416831] [ 0.4769973 0.55928321 0.61813906 0.17572134 0.34143557 0.39432987 0.55275156 0.59777567 0.59621098 0.28320351] [-0.24957829] [ 0.22084431 0.54272752 0.49673167 0.44094033 0.35957048 0.56338763 0.38089766 0.48876369 0.45065829 0.34056031] [-0.02808112] [ 0.43111953 0.52134536 0.46244021 0.5713627 0.4552563 0.59119997 0.383062 0.41490892 0.47377135 0.57042924] [-0.10880687] [ 0.3309899 0.3434165 0.6888775 0.15404683 0.37928283 0.44509687 0.58245562 0.5597221 0.53724371 0.19190501] [ 0.11286162] [ 0.14130287 0.57369677 0.4299413 0.46352744 0.35607824 0.71762382 0.29749996 0.42000061 0.42622502 0.47091134] [-1.10552534] [ 0.36743272 0.65298166 0.58535166 0.25261071 0.30698435 0.45935576 0.49125129 0.56295428 0.6188264 0.3514208 ] [ 0.63612399] [ 0.31914339 0.15224735 0.71181139 0.29932714 0.67041042 0.67835942 0.42401756 0.51779139 0.34219639 0.45733355] [ 0.23681021] [ 0.18190634 0.5215092 0.63467017 0.38827334 0.4205856 0.65581174 0.36257565 0.42492339 0.53518181 0.34461443] [-0.35071159] [ 0.62023026 0.57266519 0.51638176 0.491956 0.32697321 0.4973498 0.57810155 0.43404982 0.56031955 0.59352665] [-1.17778967] [ 0.4856493 0.49933667 0.57592416 0.41402002 0.31170217 0.50125198 0.44754361 0.75018655 0.55159439 0.29786294] [-0.01465411] [ 0.30411651 0.64131792 0.46102135 0.56724821 0.41831331 0.70141012 0.43992761 0.43675324 0.55051786 0.63544624] [-0.35791456] [ 0.74959906 0.45730228 0.50024221 0.38925579 0.45278836 0.35418183 0.49943768 0.38590466 0.60563055 0.38498481] [-0.277159] [ 0.43657266 0.50669914 0.50218161 0.31550279 0.41540853 0.55587788 0.41319836 0.53280066 0.42052429 0.43898408] [-0.43076039] [ 0.37996574 0.63450226 0.39767533 0.55698832 0.326441 0.63167014 0.48038711 0.59380061 0.58507315 0.43824511] [-0.19083066] [ 0.51366403 0.72279708 0.39358889 0.6596604 0.32897997 0.56443686 0.38880137 0.27249469 0.49090721 0.66997814] [ 1.07123356] [ 0.76076954 0.54641627 0.5117394 0.26871342 0.39744319 0.4924443 0.61931364 0.64542295 0.58735143 0.48275924] Progress: 83.7% ... Training loss: 0.295 ... Validation loss: 0.471[ 0.77575904] [ 0.6251231 0.70225459 0.54916192 0.47004975 0.4332591 0.57357243 0.42604596 0.48766269 0.6394889 0.56042181] [-0.64875327] [ 0.68487036 0.6697457 0.57774577 0.45570017 0.51538444 0.52314109 0.50759131 0.48158422 0.59363404 0.67027798] [-0.57174562] [ 0.79056414 0.58134681 0.51928297 0.47800803 0.30465356 0.31373216 0.55784388 0.4200401 0.60474257 0.47577568] [ 0.07973411] [ 0.24653339 0.65731791 0.40480041 0.59771905 0.39483217 0.71621384 0.5105372 0.65495993 0.42464767 0.48667755] [ 0.63784538] [ 0.10342515 0.6020677 0.43543298 0.62561511 0.43143694 0.67943189 0.32695649 0.49245119 0.51031783 0.3412436 ] [-0.38207211] [ 0.41283044 0.50153733 0.62794373 0.33385681 0.49338845 0.57199954 0.49574844 0.4786661 0.51935264 0.51923281] [ 0.53659142] [ 0.38828922 0.66629488 0.39203591 0.6529148 0.33270113 0.55406338 0.39861024 0.52894388 0.57875133 0.43746353] [ 0.42917939] [ 0.18831304 0.68720412 0.44410764 0.48423765 0.52317588 0.75985261 0.29799323 0.48731961 0.47130097 0.74126412] [-0.46588901] [ 0.55506782 0.41014286 0.52132131 0.32555843 0.32015466 0.22903403 0.49893769 0.62385574 0.57073796 0.21879359] [-0.32795744] [ 0.16720962 0.55005 0.60196752 0.44621961 0.38191858 0.71077716 0.34569596 0.47120767 0.46057345 0.4016427 ] [ 0.11019196] [ 0.53417407 0.66177756 0.45572781 0.35170949 0.4347013 0.49587446 0.45010637 0.6125834 0.64201794 0.54263193] [ 0.03125999] [ 0.56650874 0.43446259 0.58559743 0.48995751 0.43969681 0.34134114 0.52283908 0.59252415 0.57053695 0.26298827] [ 0.3318501] [ 0.46586646 0.75756215 0.47870638 0.60510061 0.3038827 0.50735453 0.45887844 0.69694285 0.62121906 0.44120988] [ 0.54652299] [ 0.47457333 0.64735936 0.49320269 0.37344231 0.34973014 0.49019997 0.59710474 0.67925795 0.56639315 0.34382567] [-0.15554666] [ 0.7524587 0.4476613 0.65387031 0.30418834 0.34772558 0.30494205 0.6024815 0.64989669 0.48357959 0.26198099] [-0.17462266] [ 0.33131732 0.53954389 0.47108124 0.42790447 0.45325324 0.5444196 0.39719234 0.51844494 0.4918643 0.35987573] [-0.0120918] [ 0.45246559 0.51014388 0.49543375 0.36957314 0.5562516 0.71147286 0.33158982 0.4227885 0.37144428 0.67536334] [ 0.25452465] [ 0.16465255 0.53278597 0.53481078 0.5236258 0.42830474 0.67428642 0.43494503 0.3645489 0.47578997 0.34223268] [-0.0321653] [ 0.35669081 0.70887575 0.37908392 0.66048878 0.37498225 0.57400207 0.33917831 0.33894951 0.45516801 0.64545011] [ 0.28666642] [ 0.21368222 0.57567979 0.42370311 0.53309685 0.39887994 0.60792477 0.44295284 0.57366968 0.44305247 0.31721672] [-0.22031525] [ 0.65484041 0.67799739 0.44521968 0.54991973 0.3142139 0.52927931 0.51840661 0.59277275 0.5056033 0.62798716] [ 0.13933986] [ 0.77943707 0.72622042 0.46462205 0.37797423 0.2902312 0.45601142 0.52595263 0.39094767 0.60292665 0.62474549] [-0.32668771] [ 0.27591239 0.55874201 0.49037824 0.39775381 0.45067815 0.4546705 0.45263788 0.4130896 0.56187625 0.44709889] [ 0.11019196] [ 0.53417407 0.66177756 0.45572781 0.35170949 0.4347013 0.49587446 0.45010637 0.6125834 0.64201794 0.54263193] [-0.08132559] [ 0.445536 0.76888542 0.41791067 0.57182844 0.31477151 0.76539343 0.40065598 0.44680958 0.59600447 0.73471691] [-0.3615024] [ 0.24675608 0.39903366 0.67388704 0.32419154 0.43046697 0.54538186 0.49639374 0.52783065 0.46724105 0.32665232] [ 0.11862667] [ 0.18154386 0.69485651 0.43770878 0.51793705 0.46642259 0.7287222 0.33752835 0.39244453 0.51030826 0.53060634] [-0.05467643] [ 0.36365106 0.78927637 0.31954241 0.60942491 0.31191381 0.74365037 0.32671748 0.55393334 0.52027315 0.73405213] [-0.38755547] [ 0.45500201 0.58377746 0.43220548 0.54784485 0.40172521 0.54439316 0.30792994 0.42866575 0.45100888 0.54454927] [ 0.73895266] [ 0.30971323 0.41626847 0.59491865 0.3417353 0.41801097 0.46332707 0.48169273 0.46031534 0.41001829 0.49863298] [ 0.06748672] [ 0.39321085 0.68362977 0.43104111 0.72021361 0.35731776 0.71368925 0.42977116 0.3398503 0.59720723 0.62584529] [ 0.05609746] [ 0.16029624 0.43354379 0.59736727 0.34771022 0.5588629 0.66971265 0.41121125 0.35426025 0.48059306 0.41185391] [-0.33707144] [ 0.44260398 0.62906438 0.43988151 0.49765647 0.4304698 0.64881267 0.45039046 0.56086468 0.5452759 0.48924751] [-0.72464593] [ 0.57820684 0.58752962 0.46888174 0.48988898 0.40359136 0.63953319 0.39510555 0.60673723 0.49245757 0.45805719] [-0.12232102] [ 0.09371225 0.57608819 0.45737202 0.6766104 0.28563336 0.6091542 0.42630436 0.52406136 0.53849261 0.3951987 ] [-0.48178041] [ 0.56341142 0.51217748 0.51363253 0.42353855 0.25703475 0.33157901 0.58347489 0.67970924 0.54806954 0.33437072] [-0.48255667] [ 0.8723909 0.47193006 0.61299035 0.23483926 0.30247969 0.29702476 0.63368742 0.55692863 0.60825826 0.42968795] [-0.70694847] [ 0.74770742 0.65764333 0.49490066 0.37093114 0.35705674 0.40179931 0.46840032 0.53665517 0.67937166 0.5628419 ] [-0.0214471] [ 0.19912195 0.3563387 0.64810718 0.2983072 0.46566374 0.66101785 0.44275842 0.37098697 0.35257979 0.41989337] [ 0.46768842] [ 0.46610773 0.49449471 0.60849873 0.31493669 0.44004684 0.60372841 0.47737664 0.46950213 0.46580776 0.4089209 ] [ 0.19161309] [ 0.50508867 0.69668702 0.56837881 0.50512967 0.24708971 0.3407963 0.44057368 0.75509434 0.64761983 0.28182303] [-0.45456013] [ 0.40218031 0.63339106 0.37036824 0.5946885 0.31374553 0.59368843 0.44447084 0.69583673 0.50661842 0.49091668] [-0.36266377] [ 0.37276254 0.61078303 0.33892772 0.74132153 0.26478714 0.44409354 0.42161984 0.48192403 0.48981375 0.65479671] [ 0.25325882] [ 0.30739164 0.79402476 0.43334758 0.72121046 0.39734811 0.70502731 0.32857311 0.50623098 0.52822736 0.72140407] [-0.21819447] [ 0.25456606 0.65548615 0.38988552 0.64585677 0.36557525 0.58954707 0.39414879 0.58477356 0.48907297 0.54932842] [-0.57378308] [ 0.19917109 0.60664299 0.49441389 0.53197479 0.33172623 0.7002729 0.33051257 0.65988809 0.49577892 0.39453837] [-0.24509854] [ 0.73717073 0.48094267 0.54936086 0.37926447 0.2726622 0.41233762 0.52124324 0.45307729 0.51367875 0.41483339] [ 1.77679286] [ 0.63484874 0.53968856 0.47932833 0.33906965 0.25385519 0.19669859 0.55399431 0.661278 0.5908626 0.31208275] [ 0.00922662] [ 0.49081157 0.67384493 0.4439753 0.51711395 0.41508814 0.67937653 0.44218511 0.56917909 0.53145194 0.57777818] [ 1.09335391] [ 0.45209614 0.55468319 0.51944881 0.61909056 0.36005513 0.6153778 0.43799295 0.6275545 0.57808952 0.52412539] [-0.63577353] [ 0.46648386 0.41576617 0.64715479 0.32613077 0.39233074 0.49169819 0.58701584 0.69706223 0.43812323 0.32201522] [-0.17218356] [ 0.17988431 0.50506435 0.5003209 0.47827379 0.47668443 0.76148929 0.39641701 0.52941485 0.4588502 0.44059129] [-0.17485008] [ 0.53249508 0.6407106 0.45405598 0.48114074 0.31580033 0.51060731 0.51937983 0.63060194 0.57217751 0.421579 ] [-0.00564392] [ 0.19249812 0.72412351 0.32735307 0.61450051 0.4044008 0.68385985 0.31367251 0.52564438 0.59466384 0.5654333 ] [-0.44888644] [ 0.25554216 0.62212391 0.39899348 0.5214502 0.28140737 0.63473923 0.38915899 0.57110433 0.43761332 0.32744665] [-0.63658389] [ 0.38530898 0.58456513 0.66011546 0.35260221 0.5072996 0.54505607 0.45093704 0.46174963 0.50081382 0.49209379] [ 0.49366734] [ 0.12029342 0.44829313 0.59506626 0.47599158 0.45178109 0.80483389 0.36751736 0.29755295 0.3803959 0.47498883] [-0.22144691] [ 0.4283747 0.73575051 0.45919106 0.59310832 0.45052144 0.68200844 0.51872816 0.43208731 0.51237119 0.68841503] [-0.18961714] [ 0.44238391 0.54833271 0.60293015 0.38455975 0.59825727 0.6712992 0.54848235 0.34671551 0.38846633 0.63332605] [-0.41793889] [ 0.46358941 0.56009279 0.52107684 0.43615716 0.46794708 0.59700671 0.43358019 0.47670531 0.56813616 0.50435898] [ 0.15224206] [ 0.1746952 0.55535778 0.37924967 0.5864056 0.49124885 0.74287199 0.38681012 0.48353923 0.44898496 0.53028191] [ 1.27839527] [ 0.62138837 0.45471316 0.58634734 0.33097766 0.32019252 0.43770869 0.50517913 0.53827313 0.40451793 0.2969938 ] [ 0.38074575] [ 0.49160249 0.67759819 0.5387938 0.64069078 0.41164254 0.58269931 0.43884657 0.60385265 0.54160046 0.4825419 ] [-0.52188719] [ 0.69575532 0.53146464 0.53912871 0.3519238 0.29594011 0.54809611 0.48741305 0.54290513 0.44298396 0.53183752] [ 0.07371828] [ 0.25061086 0.3283408 0.71061093 0.28221589 0.5287645 0.59541752 0.40197822 0.38884481 0.32844616 0.40326633] [ 0.394837] [ 0.22791996 0.49999693 0.64378181 0.37414628 0.42662607 0.58459109 0.42522732 0.45659302 0.5371116 0.35266506] [-0.19419165] [ 0.64813008 0.49523306 0.48086786 0.49857789 0.38410746 0.45536002 0.5516325 0.53198103 0.58469154 0.30432693] [-0.34772382] [ 0.36695024 0.67900908 0.47859896 0.5314725 0.36602509 0.6249469 0.40783796 0.44946969 0.50231248 0.59761845] [ 0.18011948] [ 0.42165735 0.70514741 0.45672115 0.54450087 0.35154423 0.56573673 0.42387586 0.44018936 0.55609927 0.49700629] [ 0.26792171] [ 0.64601271 0.57666292 0.63217737 0.40693997 0.38738601 0.42228504 0.56187355 0.72863292 0.57423656 0.39105346] [ 0.00888038] [ 0.32086656 0.55023979 0.51149335 0.61396888 0.45992692 0.58028373 0.52725227 0.56230283 0.53526265 0.48941523] [-0.43005466] [ 0.58186578 0.30746016 0.58738954 0.25707818 0.51117356 0.65186947 0.48594908 0.50247273 0.30556977 0.37965485] [-0.76960343] [ 0.79083644 0.56869011 0.49410295 0.50433474 0.30755737 0.45555622 0.48343136 0.45828434 0.53539742 0.61982129] [-0.96167683] [ 0.69859453 0.65340783 0.49394201 0.42239664 0.43292635 0.37590605 0.5789332 0.69795833 0.6303985 0.30742307] [ 0.3736099] [ 0.33796707 0.35930385 0.70119293 0.43640543 0.34090306 0.61751637 0.38077564 0.48018688 0.52981843 0.32380706] [-0.34748741] [ 0.68156032 0.71723903 0.58079671 0.43380927 0.2957937 0.41964731 0.58620775 0.67334495 0.6409193 0.43294888] [-1.07768584] [ 0.20536028 0.48118612 0.62962889 0.33293071 0.34517076 0.5130306 0.49077212 0.56016347 0.5607558 0.20239919] [ 1.18518782] [ 0.53781623 0.61232716 0.52975488 0.43890555 0.33063999 0.41563266 0.39552262 0.43958237 0.55494373 0.42172197] [-0.56688814] [ 0.77950237 0.80732357 0.50187404 0.34773724 0.3921738 0.49792956 0.60715239 0.51164248 0.62322916 0.72423058] [-0.60485948] [ 0.68981949 0.50504252 0.61798959 0.34042718 0.5167278 0.4514448 0.506191 0.36386855 0.60725011 0.45674687] [-0.65157219] [ 0.21726673 0.39035318 0.60104306 0.35225551 0.29966177 0.64455762 0.44435019 0.64651806 0.51925917 0.2590046 ] [ 0.9546653] [ 0.55687877 0.61290401 0.52619478 0.44087976 0.26335546 0.51392839 0.54490527 0.79290407 0.52758221 0.34939722] [-0.18437885] [ 0.31418297 0.65562539 0.41214393 0.57746432 0.42540553 0.69073736 0.41221214 0.47529871 0.40589828 0.54892018] [ 0.81758252] [ 0.0932541 0.54298554 0.42667571 0.67856451 0.56841078 0.79487331 0.37084924 0.30791222 0.31502615 0.50388947] [-1.16067762] [ 0.58027364 0.61868658 0.52879116 0.33844003 0.37610999 0.40008302 0.59727595 0.59417439 0.54761599 0.37252693] [ 0.51495171] [ 0.56379631 0.69972543 0.41603826 0.67446777 0.26612257 0.43547015 0.46093478 0.47193803 0.60114664 0.64582821] [-0.373128] [ 0.44880679 0.37022202 0.65700275 0.32942031 0.54005335 0.69216515 0.50155632 0.37986362 0.45994226 0.4974641 ] [-0.19756435] [ 0.36916779 0.40567171 0.56587323 0.39196908 0.46970097 0.54129389 0.60476399 0.52277736 0.42108868 0.37608787] [-0.27984638] [ 0.28170183 0.38716847 0.6437047 0.26895186 0.51715679 0.75860944 0.36308106 0.46386909 0.40810065 0.46918763] [-0.16452988] [ 0.17240312 0.51158615 0.59572781 0.58819805 0.30993408 0.67609726 0.29953446 0.45470732 0.53361539 0.31515665] [ 0.71146778] [ 0.08129493 0.61553829 0.44141912 0.68308692 0.53666037 0.8588687 0.41197706 0.36711609 0.45776976 0.52063742] [-1.0813072] [ 0.86215659 0.74778859 0.5250704 0.40216215 0.40416497 0.45995628 0.61792516 0.49136548 0.74501729 0.54236801] [-0.58798154] [ 0.36470456 0.56568654 0.48047951 0.47937019 0.36718564 0.59045484 0.43390517 0.42383572 0.57571531 0.53685067] [ 0.1076425] [ 0.13159753 0.52691742 0.50043137 0.47123223 0.44836638 0.83910747 0.37566953 0.53671653 0.54321645 0.54537101] [-1.38950197] [ 0.54067857 0.54772493 0.50232657 0.4518403 0.25306031 0.2732821 0.53390493 0.65082605 0.59197759 0.24616186] [ 0.26567595] [ 0.46125879 0.51634357 0.5045297 0.25596357 0.2954085 0.49438214 0.43935132 0.72528825 0.53057515 0.27564029] [ 0.15201725] [ 0.29027656 0.68431921 0.37759427 0.72842933 0.30056693 0.52405342 0.55900715 0.67510133 0.52960657 0.68059186] [ 1.21061144] [ 0.45217564 0.74592507 0.38678011 0.57275723 0.23019635 0.57377067 0.47195824 0.64903527 0.55466984 0.48548358] [-0.27978066] [ 0.46018787 0.71716839 0.50966661 0.58669082 0.44711169 0.74345957 0.52787005 0.40242702 0.64527113 0.67100204] [-0.20002995] [ 0.3556187 0.30757981 0.64992368 0.28106087 0.55036795 0.61697161 0.41146326 0.33212563 0.40001977 0.38909147] [-0.02556547] [ 0.58446408 0.67565728 0.5143097 0.61435734 0.46376966 0.42847474 0.49038253 0.5173883 0.69988102 0.41058035] [ 1.97259905] [ 0.71943724 0.47695675 0.569193 0.29001459 0.45783594 0.5544641 0.44045209 0.46006929 0.53151496 0.56042035] [ 0.63681647] [ 0.56117278 0.73770511 0.41248574 0.47002528 0.23821833 0.40082611 0.55046442 0.65234765 0.65393786 0.43781864] [-0.40502067] [ 0.60005083 0.37513925 0.68902885 0.41712885 0.59435612 0.59542193 0.44859251 0.45300327 0.48511817 0.42289202] [ 0.09521234] [ 0.24239529 0.61439855 0.33339672 0.42067859 0.49555042 0.75809207 0.31148513 0.47508235 0.41920889 0.55080981] [-0.01035578] [ 0.17071668 0.41508475 0.63671886 0.4807563 0.3735702 0.78582603 0.44225145 0.51084985 0.42252729 0.45352936] [ 0.31280914] [ 0.19819603 0.60409282 0.28430948 0.69185561 0.48689965 0.78710745 0.30483339 0.5165529 0.3739242 0.49762974] [ 1.95379238] [ 0.64480942 0.59750769 0.48678559 0.40035256 0.36165688 0.28051258 0.5381231 0.56222097 0.64659393 0.28766575] [ 0.12908272] [ 0.1334712 0.71515506 0.35227544 0.59070643 0.34112415 0.72058946 0.32303963 0.47699083 0.54766575 0.59426536] [ 0.90530527] [ 0.52512116 0.61254905 0.57744691 0.37846242 0.44710924 0.60776477 0.4729584 0.49171999 0.57018897 0.57144671] [ 0.14199705] [ 0.57719521 0.62472348 0.40039378 0.47773376 0.24162224 0.33501008 0.51596661 0.64067209 0.62065379 0.29869696] [ 0.46454766] [ 0.10121119 0.59212757 0.35358546 0.54406451 0.39527745 0.84134016 0.38938217 0.43675909 0.46178341 0.54162121] [-1.12894128] [ 0.29997167 0.34421918 0.53727304 0.55488632 0.40187222 0.53533981 0.48828645 0.6070745 0.37729503 0.21663514] [ 0.0139603] [ 0.83953756 0.45902351 0.61159133 0.33429047 0.2573946 0.24453369 0.61180603 0.61480359 0.58357515 0.30904329] [ 0.12189566] [ 0.35189966 0.26981385 0.71362465 0.27889052 0.56487539 0.57244751 0.438174 0.33161633 0.44527329 0.38124467] [-0.17811788] [ 0.15542606 0.50230836 0.53418658 0.55517486 0.40056684 0.69305628 0.37362263 0.55994509 0.51142627 0.42608047] [-0.46128319] [ 0.48314761 0.48024011 0.65852149 0.39623755 0.49198303 0.57198709 0.49152335 0.44449186 0.47577631 0.46994401] [-0.51430912] [ 0.64797001 0.58262966 0.50879206 0.42028989 0.43467543 0.41820665 0.53548791 0.53959979 0.53779784 0.54401245] [ 0.29091856] [ 0.17470934 0.78770851 0.34169721 0.70920659 0.48653475 0.76397935 0.36039439 0.5653392 0.5634673 0.60818321] [-1.47315524] [ 0.4398807 0.74172933 0.4118196 0.6516708 0.16245207 0.41106534 0.40253321 0.62594233 0.57051852 0.39332725] [-0.4030724] [ 0.27184771 0.48934178 0.61556605 0.24412183 0.4869692 0.58343749 0.45599415 0.40133226 0.49664308 0.39714261] [ 0.01265144] [ 0.51572674 0.70085626 0.54725011 0.53434074 0.42236511 0.60777202 0.38071647 0.41260059 0.51280466 0.54275712] [ 0.03022412] [ 0.30297978 0.69473353 0.43317516 0.68910474 0.3476144 0.70834577 0.44180135 0.43080607 0.55781882 0.60126787] [-1.05340541] [ 0.51971427 0.77813414 0.51285511 0.55511975 0.31128241 0.58056143 0.49950438 0.57648674 0.59535364 0.55222326] [ 0.32698657] [ 0.64330345 0.57968304 0.54593772 0.33838807 0.52227093 0.45295102 0.56854913 0.60969448 0.60574044 0.38605963] [ 0.32018164] [ 0.58913684 0.6364338 0.4305882 0.48567071 0.32371537 0.29585061 0.65357846 0.73529487 0.57280205 0.52273431] [-0.66317369] [ 0.78420535 0.53181506 0.64176874 0.41994333 0.50742384 0.59410917 0.46234441 0.60784074 0.5995603 0.60791978] [-0.51781349] [ 0.10894599 0.3412636 0.63943971 0.57126908 0.36643583 0.6202598 0.37334279 0.473699 0.50841198 0.22787264] Progress: 84.0% ... Training loss: 0.299 ... Validation loss: 0.484[ 0.63236702] [ 0.24839993 0.48035477 0.48413286 0.52981016 0.40075917 0.60203049 0.39866001 0.43301327 0.54066483 0.35087333] [-0.24761584] [ 0.50749818 0.69463676 0.47647809 0.40270008 0.43217112 0.61440519 0.5153079 0.57277733 0.49675039 0.63839695] [-0.41871746] [ 0.48470858 0.70334968 0.36841669 0.58192219 0.29160964 0.58178865 0.41119964 0.32357044 0.56091149 0.56766966] [ 1.77291631] [ 0.63753109 0.66169365 0.36732369 0.56021687 0.2561907 0.22829846 0.53744014 0.54572473 0.69026847 0.35911416] [-0.07097] [ 0.48136285 0.82537024 0.28880774 0.7084607 0.31428487 0.62653721 0.33358035 0.43606772 0.58692194 0.80388463] [ 2.11588929] [ 0.59221714 0.69787075 0.51435673 0.41633625 0.3665061 0.51558712 0.47969587 0.53399736 0.64989076 0.51487596] [ 0.24996477] [ 0.57806172 0.44479441 0.58310602 0.4308596 0.59906597 0.5498136 0.58215889 0.46165555 0.4582729 0.3849236 ] [-0.36438307] [ 0.45480633 0.62440937 0.41496014 0.58779295 0.33706073 0.55409679 0.47254257 0.61491741 0.64252752 0.45569794] [-0.30888951] [ 0.28576229 0.42489715 0.64100542 0.33062198 0.43863279 0.54819653 0.55844421 0.44834388 0.46837243 0.37962808] [-0.01835148] [ 0.52848636 0.65054434 0.50602748 0.47364782 0.48576528 0.57865006 0.43865217 0.52369025 0.5391565 0.55225097] [-0.15400309] [ 0.13714356 0.64802318 0.42842595 0.62234948 0.34225477 0.72938597 0.43898501 0.60826946 0.46517005 0.43374867] [ 0.61590982] [ 0.30791895 0.53195135 0.55829701 0.42989547 0.31165155 0.55754634 0.45846679 0.57360166 0.41627006 0.44002304] [-0.43488289] [ 0.39268717 0.61662472 0.43297154 0.54050025 0.33542605 0.65394342 0.37120205 0.46470768 0.58230808 0.57152191] [ 1.37842608] [ 0.70777434 0.61269563 0.62445475 0.35200702 0.45739118 0.47941925 0.55102972 0.53291775 0.66350061 0.52037021] [ 0.66844923] [ 0.84116199 0.58757087 0.5484102 0.26739546 0.28447981 0.34165801 0.58647723 0.54298293 0.6245645 0.47930977] [-0.16136006] [ 0.32615821 0.62164836 0.45651216 0.54152443 0.47516058 0.71110305 0.33485175 0.48953876 0.5263217 0.56151007] [-1.37760058] [ 0.5986736 0.40307646 0.60170372 0.31255324 0.34601284 0.26585831 0.56306354 0.57706867 0.50388025 0.23042223] [-0.70845451] [ 0.32081812 0.67723327 0.33216319 0.63884538 0.26608693 0.68047605 0.50006676 0.70280021 0.46930627 0.43947981] [-0.24703138] [ 0.32461145 0.61977891 0.46763772 0.49465561 0.5012966 0.59654534 0.46015439 0.37600384 0.38676543 0.52454371] [ 1.03853297] [ 0.7317089 0.56339279 0.51055685 0.47237974 0.28019488 0.28563747 0.51748271 0.49393859 0.60619844 0.45175713] [ 0.1264439] [ 0.77830471 0.46402197 0.59945887 0.26586594 0.45657885 0.27279575 0.56551289 0.4240492 0.58783411 0.47796778] [-0.29732929] [ 0.42850036 0.7621145 0.36368208 0.53509382 0.29844253 0.59981462 0.3817101 0.47725223 0.59984335 0.60735271] [ 0.46247438] [ 0.12549138 0.49815171 0.53436818 0.51043441 0.46544405 0.74507605 0.36106932 0.30795812 0.39860389 0.48094347] [-0.55045671] [ 0.78225795 0.51278052 0.52302509 0.38477646 0.35037754 0.4523443 0.47632309 0.43256268 0.57448092 0.51543067] [ 0.50203035] [ 0.81829965 0.5437386 0.5314606 0.42253523 0.32343548 0.4093043 0.53813879 0.44052615 0.56823214 0.51333875] [ 0.89631308] [ 0.61505141 0.5550014 0.59604595 0.37665416 0.435439 0.53790265 0.49552999 0.46436274 0.65060619 0.61581458] [ 0.11116165] [ 0.12680219 0.48908289 0.56494647 0.51669842 0.40433925 0.73799385 0.3920606 0.36741231 0.38321843 0.42487908] [ 0.28898305] [ 0.40225514 0.72587378 0.43025461 0.6759286 0.27539465 0.62124465 0.39626222 0.43046933 0.52779184 0.67747648] [-0.16975082] [ 0.61272044 0.61367238 0.52419291 0.42104201 0.51548818 0.50986151 0.41609264 0.36957791 0.57598462 0.57225854] [ 0.09296238] [ 0.70087778 0.57759861 0.54847063 0.33142174 0.3606757 0.37297222 0.58992293 0.68029671 0.54791895 0.48442423] [-0.03644082] [ 0.47245556 0.69493199 0.38903839 0.65681865 0.26009175 0.73869861 0.35300732 0.44814582 0.56134021 0.67719878] [-0.44901617] [ 0.56152402 0.72243113 0.39372597 0.63871362 0.23515842 0.65203521 0.35670471 0.42321919 0.56482131 0.60894182] [-0.11510647] [ 0.60683326 0.53145183 0.53331632 0.47944572 0.2993205 0.34422876 0.52862702 0.51562084 0.51938006 0.41107239] [ 0.12846428] [ 0.28593114 0.33520051 0.61842955 0.34760965 0.55903496 0.77232306 0.37337456 0.48404317 0.37459982 0.47704504] [ 0.26788655] [ 0.1445802 0.77567127 0.35675758 0.65404101 0.40269001 0.67361948 0.3911047 0.48606926 0.41041903 0.63868997] [-0.14749342] [ 0.34574885 0.63956866 0.31984443 0.65985068 0.32708028 0.60199981 0.36103472 0.42417704 0.54467022 0.54959374] [-0.33905487] [ 0.36857822 0.63951311 0.49111797 0.55528687 0.46469494 0.67381445 0.57940128 0.45501026 0.61340103 0.51669759] [-0.45774998] [ 0.16335813 0.55928996 0.43419032 0.58419794 0.39114756 0.65986717 0.34318905 0.56720722 0.52858047 0.37299535] [ 0.00652379] [ 0.47226543 0.63957219 0.53153086 0.46690865 0.54913717 0.73347935 0.48021573 0.38776228 0.41454858 0.68452008] [ 0.45451349] [ 0.21137638 0.62795519 0.41042268 0.69957491 0.36060635 0.74753642 0.36550493 0.40459071 0.42734208 0.53933916] [ 0.14129392] [ 0.41589097 0.76253488 0.47179536 0.69818755 0.33644083 0.56204393 0.42040607 0.56984811 0.62374445 0.54663377] [-0.40060554] [ 0.24490965 0.34497016 0.64387363 0.43478616 0.36025961 0.48283157 0.50030845 0.54956436 0.48235039 0.39780898] [ 0.15239271] [ 0.12038179 0.47777488 0.58398105 0.50628214 0.45261029 0.76798187 0.4004781 0.39619038 0.44692828 0.40910474] [-0.30241202] [ 0.5016545 0.5477077 0.4607232 0.51471302 0.3799977 0.34698829 0.41896626 0.46341347 0.53600164 0.45682269] [-0.18479163] [ 0.48651679 0.3241192 0.57988276 0.27017703 0.52809122 0.70906832 0.39659378 0.47095439 0.35306669 0.42340673] [ 0.28527604] [ 0.37259803 0.78327022 0.28736891 0.58272117 0.21306335 0.70434461 0.36669388 0.60243601 0.55420471 0.61149996] [-0.01716829] [ 0.20409366 0.54743199 0.42545978 0.68347955 0.38509623 0.68966025 0.37201932 0.54146674 0.49734917 0.49445234] [ 0.35005031] [ 0.19618521 0.42609334 0.6062257 0.46312208 0.46562633 0.84043737 0.29673432 0.4634021 0.36399175 0.56245231] [ 0.3447436] [ 0.32419429 0.62281919 0.46726675 0.48911646 0.33285284 0.50417644 0.44367847 0.57791093 0.61312625 0.33788885] [-0.01721] [ 0.31173172 0.50249234 0.48430343 0.57679482 0.46463702 0.54510137 0.4216534 0.53481529 0.45561551 0.45097531] [-0.24669665] [ 0.36929327 0.67906751 0.48868495 0.48670158 0.35586767 0.71394665 0.3755464 0.47659251 0.54364621 0.58470538] [ 1.2751533] [ 0.52135295 0.68939754 0.3707734 0.53386391 0.2390401 0.47449272 0.46745332 0.53786382 0.49056648 0.41490047] [ 0.33233265] [ 0.72120112 0.57854222 0.5477792 0.37790659 0.48620211 0.42426969 0.55248692 0.37879197 0.54666549 0.57674296] [ 0.06497187] [ 0.11235309 0.68927804 0.47229742 0.52857232 0.37080298 0.69177352 0.37050322 0.39664019 0.58126676 0.56104506] [-0.62864819] [ 0.26385262 0.44811514 0.59598852 0.36231097 0.46420633 0.66605926 0.39741719 0.63108745 0.42310908 0.37633042] [ 0.04389511] [ 0.26467479 0.46828307 0.51262058 0.37145075 0.41379411 0.6564015 0.4329705 0.55688446 0.40844791 0.40198011] [ 0.94352271] [ 0.7210006 0.61773851 0.52541663 0.28667436 0.24866949 0.35275771 0.5718516 0.66249094 0.59475766 0.43657719] [ 0.58200936] [ 0.26177854 0.56618322 0.46947175 0.45619338 0.3662476 0.47029107 0.44895825 0.57523613 0.4543581 0.30916658] [-0.02398751] [ 0.16315064 0.48567624 0.53247506 0.54513492 0.35498624 0.6718254 0.44790665 0.45662164 0.4701079 0.34491533] [ 0.05907197] [ 0.32504881 0.37543299 0.51410353 0.36839667 0.5521655 0.70535744 0.4204947 0.39133545 0.41788775 0.43718533] [ 0.04390849] [ 0.16629367 0.31338603 0.72423607 0.38850099 0.39997244 0.76895982 0.44084733 0.43271153 0.3502545 0.32200406] [ 0.33335393] [ 0.40661481 0.61849055 0.38711813 0.59169689 0.33150502 0.3928657 0.59934967 0.6641886 0.58552529 0.54478047] [ 0.19369138] [ 0.14484639 0.5965311 0.52698604 0.55005685 0.35351308 0.70639827 0.33341793 0.39140409 0.45624205 0.43380698] [-0.62825811] [ 0.68668166 0.60494427 0.45480839 0.42191423 0.35057974 0.43405731 0.54847465 0.61151183 0.64328038 0.43304568] [-0.58662161] [ 0.8140548 0.47506022 0.60599672 0.28375766 0.48606506 0.51400948 0.46735959 0.48666544 0.56424111 0.64045485] [-0.29349145] [ 0.68000497 0.7627147 0.4124256 0.3656985 0.34613711 0.38085718 0.47607599 0.54663414 0.6179463 0.60479763] [-1.10789627] [ 0.37375133 0.55370885 0.51050322 0.41549117 0.41470061 0.54256443 0.52010596 0.5871375 0.35943844 0.29332311] [ 1.24918131] [ 0.39139244 0.6616727 0.48083225 0.5633791 0.29707894 0.5201696 0.49564492 0.6539269 0.50903048 0.31125703] [-0.3679328] [ 0.36022188 0.48206587 0.49535189 0.56402669 0.4183432 0.58284468 0.42053041 0.40871486 0.4295855 0.49730971] [ 0.07670009] [ 0.08696642 0.37307311 0.5953126 0.54036783 0.42951392 0.79429975 0.43766276 0.39289926 0.46006321 0.33453989] [ 0.75626032] [ 0.3584508 0.69707032 0.34205744 0.75270918 0.27342927 0.60928814 0.38299748 0.43960819 0.56048322 0.79413129] [ 0.12593603] [ 0.48593286 0.40440668 0.71730512 0.25874689 0.3569209 0.39270657 0.54062708 0.60308167 0.47446693 0.29016112] [-0.16456717] [ 0.39783894 0.52692361 0.59324564 0.23145001 0.40424088 0.65088349 0.41550527 0.55190718 0.49007072 0.42594155] [ 0.84404998] [ 0.09162771 0.57958326 0.43477546 0.70919473 0.49221957 0.84180576 0.37493756 0.3363884 0.34988879 0.51205848] [-0.29278436] [ 0.3705978 0.42039045 0.64231702 0.4234146 0.48797879 0.66697303 0.420046 0.29511183 0.39202097 0.42296338] [-0.1029296] [ 0.25822183 0.56630728 0.41940741 0.61368903 0.37464591 0.74237001 0.38154006 0.49272464 0.42304653 0.46595838] [ 0.32233496] [ 0.19001376 0.67659481 0.32556074 0.53709374 0.45654039 0.68181762 0.38569146 0.28574783 0.44258496 0.53154811] [-0.52600818] [ 0.71210402 0.66563066 0.39897521 0.43280891 0.32012201 0.40956914 0.47969095 0.48163847 0.60875852 0.5439311 ] [ 0.43015043] [ 0.23886071 0.6279944 0.55416995 0.38127994 0.3918303 0.53238759 0.38988449 0.59889367 0.50720612 0.4562933 ] [ 0.08534195] [ 0.47577589 0.70324853 0.43189001 0.58650925 0.3820972 0.66367931 0.37232661 0.51274765 0.52024331 0.55725239] [-0.33400978] [ 0.274243 0.64683022 0.32061783 0.67035396 0.40154726 0.63884764 0.48413751 0.54411615 0.38186416 0.456025 ] [-0.00048168] [ 0.54274635 0.64116324 0.42422022 0.54718024 0.3324517 0.59720339 0.45208929 0.41438813 0.56703403 0.65945701] [ 0.07566362] [ 0.29613608 0.29437372 0.57529002 0.42366361 0.55924867 0.67921903 0.38679268 0.55111658 0.46918506 0.36080588] [ 0.06348439] [ 0.6033931 0.50720114 0.56402509 0.33624475 0.41931607 0.46427038 0.52685909 0.51520791 0.40634371 0.47396068] [-0.03179346] [ 0.17407186 0.50123351 0.43814501 0.41952075 0.37213326 0.62888189 0.49428372 0.4714598 0.47368085 0.41680786] [ 1.14967105] [ 0.43714952 0.68491394 0.37861292 0.52073321 0.29305422 0.41279611 0.43899382 0.56010912 0.57017229 0.41513743] [ 0.12099665] [ 0.28297783 0.51559984 0.40242096 0.64111791 0.36067039 0.78555784 0.37198281 0.53476737 0.35790857 0.56837046] [ 0.71493248] [ 0.7599165 0.54195085 0.56859848 0.311944 0.29539201 0.32367453 0.58435309 0.61007064 0.5838051 0.38165121] [ 0.02402523] [ 0.30987582 0.63043704 0.35445428 0.63150777 0.45961264 0.53516553 0.38553011 0.32188177 0.4432446 0.60350606] [-0.5062863] [ 0.49083633 0.50522011 0.44981434 0.50411079 0.27328398 0.51884855 0.47239207 0.51176075 0.44330109 0.45127101] [-1.35221281] [ 0.29777302 0.61471608 0.44083271 0.50721557 0.29075264 0.40125208 0.45244482 0.63458911 0.68440448 0.23552102] [-0.02867999] [ 0.17268369 0.63900327 0.52452295 0.46540271 0.42850681 0.72257373 0.42473003 0.32609008 0.59469835 0.47946226] [-0.1622624] [ 0.48535654 0.67598569 0.46527491 0.64723193 0.33519155 0.66939741 0.42723553 0.31203329 0.57431408 0.64692248] [ 0.07586815] [ 0.29624149 0.43553165 0.49130584 0.57047932 0.55505709 0.78111058 0.39425029 0.55741042 0.3614223 0.47498792] [ 0.00971948] [ 0.59547604 0.61051856 0.4919862 0.54715003 0.32643954 0.47751518 0.53369958 0.40745258 0.56178152 0.59526524] [-0.65114668] [ 0.84714173 0.57092989 0.61586922 0.4028378 0.49994981 0.56014237 0.6020827 0.4374207 0.62855789 0.58213895] [ 0.06766451] [ 0.30652195 0.72047268 0.42177165 0.69201383 0.48170013 0.72045838 0.43406002 0.40687632 0.65073197 0.61211827] [ 0.22215102] [ 0.1713816 0.4465301 0.64616501 0.44989173 0.34117253 0.78817571 0.37232569 0.56508327 0.39085068 0.39170033] [-0.19153094] [ 0.19879395 0.2756292 0.72525093 0.33393543 0.43072465 0.65338714 0.52827794 0.44893699 0.38684636 0.30856434] [ 0.58553494] [ 0.63714705 0.58928528 0.6034007 0.54848332 0.38870165 0.43350428 0.5144154 0.69947864 0.57981432 0.36092937] [ 0.29426186] [ 0.61381352 0.59789305 0.55863942 0.37958496 0.40373816 0.51644035 0.60850166 0.45365259 0.61061055 0.61419204] [ 0.04886939] [ 0.2904635 0.56930333 0.45087703 0.53330141 0.38897099 0.59910521 0.47348746 0.3526665 0.63508768 0.51325274] [ 0.09227631] [ 0.14134614 0.64278745 0.49276245 0.59004453 0.34758425 0.68004852 0.31891328 0.41325141 0.45369831 0.5218563 ] [ 0.16220642] [ 0.40168926 0.62222373 0.45321985 0.58359697 0.34198566 0.64056892 0.33850308 0.39748249 0.49161612 0.61063649] [ 0.28341668] [ 0.10102103 0.49742739 0.51279491 0.59294582 0.49100912 0.77811711 0.39538435 0.36578904 0.40567407 0.3769207 ] [ 0.0434977] [ 0.46700207 0.68131928 0.37887843 0.66938628 0.33917926 0.67210385 0.36716767 0.35326488 0.46355788 0.68641896] [ 0.76441654] [ 0.66292511 0.51437771 0.5252674 0.42007747 0.31064892 0.42964958 0.56772455 0.65991821 0.60872018 0.40943782] [ 0.36074765] [ 0.5223363 0.68928078 0.52348988 0.50845361 0.33386379 0.58137838 0.56179057 0.62418158 0.63922001 0.50417198] [-0.72093222] [ 0.33216759 0.65648156 0.45221325 0.57782893 0.26304755 0.48608165 0.50069128 0.60560539 0.53209419 0.36350959] [-0.54977447] [ 0.72029942 0.59608498 0.51122841 0.54941314 0.33538943 0.45074869 0.4323635 0.46281127 0.62721526 0.67942366] [ 0.19276065] [ 0.32313131 0.66620371 0.34499923 0.51031957 0.30134482 0.41617797 0.44729931 0.61400801 0.60763738 0.38142281] [ 0.05103672] [ 0.65934376 0.61551917 0.59253377 0.40822383 0.44060057 0.45182178 0.64530698 0.50317013 0.5802675 0.50973832] [ 0.26235983] [ 0.17715256 0.47680156 0.53718934 0.56845615 0.53977476 0.83265877 0.38488729 0.50144236 0.48980878 0.47663392] [-0.05055535] [ 0.60085156 0.53929502 0.56811756 0.35626983 0.43388809 0.48048763 0.62186908 0.52413369 0.51194187 0.45600664] [ 1.56559421] [ 0.60462178 0.55850169 0.53190101 0.50265396 0.43378424 0.45159405 0.43259932 0.47666771 0.61746761 0.3709833 ] [ 0.27661265] [ 0.27665293 0.74760708 0.32787504 0.72207384 0.24701865 0.63297855 0.37276686 0.44644352 0.54025644 0.6014399 ] [ 0.0033112] [ 0.49378761 0.4706723 0.5356873 0.52994415 0.43093882 0.63933353 0.41817202 0.57744165 0.44543001 0.44358779] [ 0.57573644] [ 0.08248393 0.6201788 0.54031054 0.56696168 0.34717603 0.84417777 0.36363155 0.38448085 0.5562232 0.55261715] [ 0.29675369] [ 0.24291087 0.61871023 0.43644358 0.51902964 0.25391313 0.75064199 0.38343188 0.52120812 0.51473207 0.41344143] [-0.42176278] [ 0.72571684 0.60688694 0.4966455 0.33233973 0.35783715 0.32911006 0.47816451 0.47410831 0.5086161 0.54169719] [-0.44368798] [ 0.7947773 0.76521076 0.41307148 0.46108446 0.2919838 0.46702823 0.50335394 0.4411151 0.63598379 0.71190277] [ 0.52154345] [ 0.15186297 0.59751564 0.52387339 0.55789135 0.3682674 0.60402267 0.31999463 0.48092551 0.57160475 0.34588147] [-0.28909167] [ 0.676119 0.76792144 0.45618744 0.35973555 0.37406168 0.57372061 0.51494899 0.54732327 0.65093863 0.72910783] [ 0.07711846] [ 0.65204744 0.54397362 0.59222186 0.42817469 0.39372786 0.51534396 0.48069476 0.37970777 0.57003964 0.56927565] [-0.18231612] [ 0.44170768 0.79239993 0.37488455 0.67755018 0.34561211 0.60353359 0.39317968 0.61703492 0.64164698 0.58259529] [-0.4300765] [ 0.6725966 0.63975515 0.47308855 0.45603194 0.33258351 0.54979008 0.43564665 0.50041736 0.5385672 0.64768825] [ 1.87523579] [ 0.66060196 0.52320452 0.57911667 0.33639201 0.31148755 0.26171554 0.58242087 0.74160427 0.49300006 0.29086946] [ 1.33257021] [ 0.73323049 0.55634341 0.57980097 0.54313557 0.3956586 0.40003408 0.43403905 0.55658704 0.52652316 0.45376922] Progress: 84.3% ... Training loss: 0.308 ... Validation loss: 0.482[-0.39278142] [ 0.47896517 0.63843382 0.43448931 0.57611316 0.37964066 0.57479078 0.37513969 0.447274 0.49593435 0.70302998] [-0.11606634] [ 0.35977018 0.63393724 0.35408049 0.58744108 0.26412728 0.6843853 0.4500847 0.65800909 0.48196577 0.46645958] [-0.03264646] [ 0.19697727 0.51928207 0.58948787 0.36235646 0.38959158 0.74486167 0.43522495 0.50068548 0.4516715 0.40796315] [-0.21144061] [ 0.32285544 0.7153427 0.43419432 0.63093041 0.51978 0.69835537 0.53670507 0.5006701 0.53523989 0.61008627] [ 0.18998765] [ 0.36771347 0.63001946 0.3974482 0.66398689 0.58979505 0.82177811 0.33675006 0.5824597 0.38990836 0.67163216] [-0.9603683] [ 0.4235865 0.47901328 0.61982667 0.40938456 0.43382881 0.59596001 0.47571606 0.50410504 0.3601463 0.4281744 ] [-0.21306853] [ 0.57743922 0.6036981 0.50942595 0.42264066 0.40872186 0.44673271 0.57051846 0.36256145 0.6127979 0.54832732] [ 0.07135382] [ 0.17233714 0.46009705 0.59368232 0.47215182 0.43589109 0.7821299 0.43730207 0.37023935 0.49186073 0.54578901] [-0.29250983] [ 0.38495083 0.68190471 0.39938003 0.71271298 0.26547678 0.50736768 0.51443311 0.68390551 0.5324894 0.55647011] [-0.41060857] [ 0.26744251 0.74341143 0.41861181 0.58102836 0.38373768 0.64531141 0.50229205 0.44356282 0.68655436 0.52874474] [-0.05558172] [ 0.64385191 0.51810412 0.51799843 0.40201822 0.47615793 0.41691605 0.51506348 0.41372221 0.48477941 0.46889127] [-0.11792268] [ 0.75682446 0.33862901 0.6625713 0.2433558 0.48010001 0.46137197 0.51982482 0.46418111 0.45094337 0.48428943] [ 0.04026] [ 0.57011061 0.6882026 0.43917953 0.6078165 0.27597418 0.62640155 0.3889066 0.34166029 0.56151908 0.65064643] [-0.19174112] [ 0.41742674 0.61113739 0.46407052 0.69517541 0.42913657 0.745664 0.35679237 0.50901982 0.4792689 0.5935095 ] [ 0.00955195] [ 0.16575301 0.45555584 0.64995669 0.45032264 0.47053939 0.73703947 0.43059411 0.37834551 0.44179865 0.47286397] [-0.12791869] [ 0.20121567 0.47497538 0.6341058 0.40502517 0.39961804 0.73976621 0.43593337 0.35198985 0.52307647 0.44156308] [ 1.35914866] [ 0.62429797 0.76400389 0.45918413 0.58282144 0.33841521 0.34832563 0.53992513 0.69511917 0.74162894 0.30386509] [ 0.23891639] [ 0.18430426 0.64615966 0.5567848 0.49497449 0.34791219 0.84041206 0.3726681 0.38205035 0.46134587 0.59626058] [ 0.05352451] [ 0.23905258 0.43597063 0.59843653 0.29644418 0.53382134 0.65902818 0.42411541 0.30137818 0.52068226 0.44689141] [ 0.30328493] [ 0.39115039 0.68834404 0.3579468 0.66418975 0.24102566 0.48740521 0.49347123 0.56016116 0.59071581 0.51386167] [ 0.40769996] [ 0.25338472 0.67316689 0.40879558 0.60917357 0.3190376 0.52372506 0.47211277 0.66095793 0.47293044 0.4423334 ] [ 0.255007] [ 0.14864894 0.4309531 0.46810322 0.57749374 0.59424605 0.7382013 0.44072682 0.41623984 0.21951316 0.44724692] [-0.58120955] [ 0.37116761 0.64220433 0.42023869 0.69669776 0.22112253 0.62625727 0.3602505 0.43605003 0.53704129 0.51175534] [-0.37196188] [ 0.74278304 0.57593022 0.52999738 0.38120537 0.33887406 0.39757209 0.51503254 0.4615461 0.61460526 0.42145686] [ 0.01644618] [ 0.81957589 0.35551675 0.61006745 0.22741394 0.42307754 0.24889191 0.6698737 0.60970453 0.52391711 0.25514287] [-0.04559442] [ 0.50511409 0.39036653 0.579258 0.45683238 0.48653305 0.56681671 0.50445737 0.60634098 0.44874171 0.54140565] [-0.16868715] [ 0.25207895 0.41114467 0.61254224 0.32257167 0.63575315 0.65311322 0.4378634 0.43662027 0.41825803 0.50425806] [ 0.06371542] [ 0.28538085 0.7114567 0.30464853 0.59521458 0.28393115 0.65481901 0.43064385 0.5509412 0.50880576 0.43375263] [-0.17350676] [ 0.08925067 0.58052461 0.43020256 0.64793741 0.36667662 0.64590724 0.44996819 0.5490463 0.47708158 0.3346297 ] [-0.40698598] [ 0.44991613 0.63696813 0.28563656 0.60306489 0.29666911 0.63699095 0.41507085 0.47340286 0.4733519 0.46816116] [-0.53315909] [ 0.37086249 0.71046351 0.43897489 0.53070519 0.31508642 0.58621623 0.34277955 0.57509423 0.561273 0.42386022] [ 0.17106877] [ 0.19979109 0.60424502 0.28640574 0.68872787 0.48191157 0.78223361 0.30821254 0.5262856 0.37866792 0.48804895] [-0.08126929] [ 0.21564773 0.6754286 0.50631785 0.49660186 0.47028511 0.71930673 0.35202082 0.55239472 0.51476897 0.59783516] [-0.31830438] [ 0.3498086 0.55835067 0.63791525 0.31627368 0.51600073 0.64711835 0.45315201 0.39950735 0.59595349 0.51014547] [ 0.12578264] [ 0.23981877 0.59664028 0.43794431 0.46739773 0.50917494 0.70579429 0.5081794 0.60754569 0.39521116 0.54312847] [ 0.11669337] [ 0.55966001 0.60228064 0.54099389 0.42311075 0.37507363 0.50050725 0.59647295 0.59989698 0.56759713 0.37463764] [ 0.18751276] [ 0.57303371 0.56990782 0.54063208 0.45844359 0.33634154 0.55525403 0.45020406 0.46969041 0.6352448 0.58671517] [-0.41615323] [ 0.18395035 0.53747895 0.48659003 0.58151278 0.49760841 0.66405118 0.37806716 0.44224082 0.50230582 0.32281239] [-0.76813239] [ 0.53117875 0.7301917 0.48950296 0.61314441 0.35923748 0.59063851 0.45787426 0.49367754 0.54672093 0.63791704] [-0.3177909] [ 0.23441804 0.56929215 0.48034557 0.54360224 0.38025116 0.77251718 0.41246162 0.52062411 0.50557648 0.5037153 ] [ 0.07446754] [ 0.49605992 0.61114215 0.41709772 0.48175779 0.31938011 0.48349509 0.58220704 0.72080332 0.59700647 0.30496761] [-0.64298517] [ 0.58736933 0.54598511 0.48094695 0.54914557 0.3682279 0.45406638 0.52985032 0.6021528 0.63378324 0.34226984] [-0.31742772] [ 0.76319777 0.70263085 0.42345435 0.42126059 0.26050753 0.32665562 0.5045197 0.46002432 0.69523897 0.45663658] [-0.54061002] [ 0.44383278 0.72923678 0.36139714 0.61517717 0.24011396 0.41887498 0.52260498 0.57314955 0.68669767 0.41717035] [-0.33179254] [ 0.70811091 0.61860144 0.47513987 0.53083441 0.25024877 0.4483735 0.51911658 0.51342619 0.62962359 0.50879731] [-0.56825635] [ 0.63058809 0.74332909 0.41882204 0.53052496 0.31375844 0.41774328 0.4445006 0.49189752 0.58661452 0.7086597 ] [ 0.12044243] [ 0.1500021 0.2580166 0.67214627 0.42819393 0.51537502 0.78799568 0.3313139 0.40638166 0.37915392 0.34171835] [-0.10819617] [ 0.36369193 0.81068025 0.38880508 0.63975825 0.4210604 0.73894825 0.40631546 0.53635072 0.58645916 0.71900912] [-0.53717215] [ 0.40308209 0.78283259 0.48514757 0.5569212 0.43983866 0.63101247 0.52938813 0.49027016 0.63697401 0.64796898] [-0.11827239] [ 0.20019837 0.35804303 0.55188863 0.46067633 0.52792269 0.77370251 0.44470458 0.46051421 0.44002527 0.45655314] [ 0.01023158] [ 0.33990242 0.65951472 0.3545842 0.50450285 0.31742122 0.64315832 0.38434137 0.52343355 0.51695659 0.55915855] [-0.09094141] [ 0.28125678 0.25576282 0.68932544 0.47532828 0.46281178 0.65784141 0.42032946 0.35902346 0.30069631 0.55196785] [ 0.19981593] [ 0.55858656 0.67164648 0.46064344 0.60609746 0.26932643 0.45043373 0.42943565 0.51326494 0.52572575 0.59522727] [ 1.45855664] [ 0.61420796 0.60290905 0.57755703 0.37568864 0.41448278 0.35172986 0.58079319 0.67930204 0.64702424 0.28947325] [ 0.16925918] [ 0.2140972 0.44845859 0.69255063 0.23080616 0.57941322 0.79386725 0.42916395 0.39643883 0.3648148 0.54346676] [-0.01705169] [ 0.27802197 0.56172469 0.43628758 0.42830322 0.50128719 0.57762654 0.3721465 0.41839183 0.53814144 0.3442718 ] [-0.50568538] [ 0.29614786 0.79812489 0.32404189 0.55032405 0.29556041 0.63463094 0.34915586 0.53969297 0.54269949 0.61469479] [-0.31124976] [ 0.34303596 0.40253273 0.72135162 0.31670572 0.50541382 0.71877482 0.44906909 0.39696204 0.52952296 0.45746642] [ 0.55265002] [ 0.14222882 0.49167507 0.48382392 0.66103326 0.47602477 0.78249406 0.34630727 0.39729317 0.31163734 0.57532661] [-0.67002943] [ 0.65501301 0.36993948 0.65999192 0.20433013 0.44084442 0.51653763 0.571525 0.66282487 0.43714747 0.36123994] [-0.02245445] [ 0.47201987 0.36782451 0.66674102 0.17801689 0.36238311 0.43384082 0.57896039 0.55348615 0.53939004 0.21793951] [-1.12887075] [ 0.2687216 0.39951551 0.72867822 0.30451124 0.3323139 0.57260306 0.46542177 0.56081925 0.44456127 0.25858363] [ 0.51633714] [ 0.3991631 0.60121401 0.4678644 0.65779706 0.41086501 0.57405019 0.39628436 0.56580493 0.62747162 0.4445776 ] [-0.00560115] [ 0.41273683 0.3123473 0.72841271 0.27632553 0.5975024 0.69692218 0.4472216 0.24755809 0.29674551 0.52705554] [-0.19726833] [ 0.26016434 0.62177142 0.48358409 0.51810675 0.40105476 0.68183719 0.46195566 0.45525627 0.54510297 0.50671556] [-0.22081844] [ 0.45432037 0.47406696 0.525967 0.51423605 0.45847282 0.74427967 0.50406327 0.49660439 0.38637252 0.53424878] [ 0.07042231] [ 0.30420066 0.46455449 0.56824817 0.34881269 0.49484893 0.53867094 0.46310306 0.39197117 0.46072067 0.45371541] [-0.82746389] [ 0.53684628 0.40859911 0.63503685 0.25143489 0.31374745 0.36306038 0.57884484 0.58282276 0.59632295 0.21474888] [-0.44026913] [ 0.55204568 0.49713398 0.52441537 0.46437507 0.45096796 0.45866084 0.46699552 0.43662251 0.56116651 0.50841703] [-0.46729168] [ 0.33440813 0.58363914 0.51096119 0.584853 0.46419441 0.55613833 0.39615512 0.55108864 0.54409894 0.46328249] [-0.25570449] [ 0.29851262 0.37641025 0.69804067 0.28137473 0.4376328 0.6683857 0.44601329 0.40691587 0.35072586 0.46883616] [ 0.13606576] [ 0.16129328 0.39351066 0.6416483 0.26449728 0.46022812 0.79401883 0.37011468 0.3224284 0.33276917 0.39970201] [-0.31568121] [ 0.35511409 0.30987929 0.55425177 0.44465411 0.55675916 0.62202758 0.41862889 0.57350408 0.42019002 0.37248802] [-0.62386538] [ 0.53586892 0.59670449 0.40957592 0.41940853 0.22835428 0.40879828 0.50980474 0.7663919 0.55744957 0.28852419] [ 0.00758253] [ 0.28001877 0.63150565 0.3313938 0.69563945 0.32392649 0.59717199 0.43119082 0.59852519 0.52380606 0.47441399] [-0.51689508] [ 0.72476356 0.56758398 0.50800208 0.47523033 0.43478645 0.5022891 0.46504129 0.57951801 0.64249959 0.42656366] [ 0.00307077] [ 0.31192669 0.65206896 0.54844107 0.62764091 0.54750077 0.70134279 0.42029667 0.48047847 0.50966667 0.66395176] [ 0.43081203] [ 0.76846525 0.54226905 0.5575589 0.39767809 0.22478646 0.27222633 0.57772145 0.63837438 0.61620286 0.31744282] [ 0.23434623] [ 0.40074157 0.32472094 0.69065899 0.41485685 0.33759043 0.615863 0.39860578 0.42657605 0.49071125 0.28270959] [-0.6272332] [ 0.42381183 0.68632027 0.50077596 0.5407552 0.52751612 0.53079917 0.42252088 0.41107525 0.47137362 0.53756445] [-1.56241884] [ 0.51289316 0.52464666 0.5746442 0.3798545 0.31145746 0.37669406 0.48337483 0.54989004 0.44316997 0.35350322] [-0.14151307] [ 0.17364987 0.27097962 0.62048817 0.47162373 0.40841595 0.79330086 0.35983968 0.41798365 0.36254806 0.33152599] [-0.31080498] [ 0.41628258 0.45756083 0.50461082 0.49962458 0.31905485 0.54917634 0.43900931 0.57766006 0.40153611 0.41512546] [-0.09235398] [ 0.2783921 0.34498611 0.71065414 0.28389156 0.4205391 0.70339521 0.44806136 0.40115304 0.36085816 0.37978467] [-0.14637349] [ 0.19364345 0.28727286 0.65387768 0.28872239 0.44642946 0.7151604 0.39184597 0.38938038 0.32520465 0.28290885] [ 1.13806844] [ 0.59076262 0.57782493 0.51104718 0.47843113 0.29342791 0.38584214 0.40971289 0.44381195 0.52403496 0.45051251] [ 0.12677721] [ 0.28415359 0.7294365 0.29140348 0.69844439 0.42577225 0.74015634 0.37258475 0.48830268 0.44448942 0.65095398] [ 0.83741343] [ 0.59377172 0.66399339 0.47982353 0.45898287 0.40926634 0.3243455 0.46885422 0.5064604 0.66988964 0.33164245] [-0.40464144] [ 0.21968951 0.59298549 0.42828622 0.61264853 0.42964076 0.75274897 0.45539542 0.65097251 0.52547156 0.5204665 ] [-0.34964578] [ 0.3549622 0.56513595 0.60580882 0.26275023 0.44466277 0.50942689 0.4520883 0.36216496 0.55023908 0.40155492] [ 0.2145837] [ 0.56804001 0.63978874 0.56758731 0.57227006 0.4875993 0.53844517 0.51078643 0.51578759 0.57681713 0.5204177 ] [-0.26012163] [ 0.22467099 0.50532068 0.50614053 0.37204583 0.28846763 0.6576527 0.33932936 0.45465391 0.39129363 0.35708135] [-0.00992416] [ 0.48930675 0.50010514 0.58680284 0.57862559 0.5010508 0.59888958 0.42696645 0.57192276 0.56397074 0.46926158] [-0.78502979] [ 0.83311242 0.48649231 0.56569169 0.38058007 0.36260545 0.4843096 0.53546582 0.38990123 0.59754252 0.57749005] [-0.62140071] [ 0.4412311 0.6785626 0.38604551 0.45546019 0.2406405 0.50485923 0.39822144 0.4869483 0.50707012 0.42649685] [-0.38462846] [ 0.37173186 0.23265777 0.73047657 0.41883472 0.38311787 0.70039518 0.37636955 0.55592717 0.45564384 0.3199018 ] [ 0.08096679] [ 0.15503387 0.52606289 0.49645917 0.40689284 0.36715342 0.76674025 0.30397661 0.36678105 0.38790887 0.46841147] [-0.75587194] [ 0.31112889 0.54249776 0.49224572 0.35129896 0.39685361 0.51328994 0.4573761 0.52337741 0.40809867 0.60200807] [ 0.33615671] [ 0.27087384 0.46629625 0.60495505 0.35470164 0.4578348 0.5701133 0.44205611 0.4530086 0.55898545 0.33221031] [-0.54794342] [ 0.3583095 0.49272864 0.65226306 0.40582494 0.48401401 0.65529552 0.39520714 0.46898084 0.42446225 0.47033329] [-0.05253308] [ 0.24203534 0.68867706 0.4794451 0.60469896 0.33848247 0.68631091 0.45062422 0.59893072 0.43487493 0.55685742] [-0.08729972] [ 0.37385931 0.55027195 0.5056569 0.46370595 0.45217669 0.75110732 0.32632079 0.64811457 0.56718827 0.49385082] [ 1.4720949] [ 0.78928251 0.43245889 0.67788757 0.36035757 0.50949143 0.37018981 0.47849191 0.48456533 0.45375049 0.428799 ] [-0.30988959] [ 0.83538693 0.62659903 0.53902031 0.23087238 0.39937262 0.3221403 0.61332453 0.43952959 0.68769507 0.49620586] [-1.41942631] [ 0.58848585 0.65389819 0.46043766 0.49462673 0.27720215 0.36813408 0.52113106 0.53577072 0.65663828 0.39587733] [-0.3168366] [ 0.52868631 0.51582835 0.5023942 0.30680971 0.41691599 0.63765112 0.43967004 0.50768869 0.48723391 0.47741957] [ 0.130623] [ 0.61385724 0.53298685 0.59279204 0.2826873 0.46235244 0.54357713 0.60814728 0.53316399 0.50103277 0.48114462] [ 0.27413913] [ 0.13068117 0.42314247 0.63557099 0.43638397 0.41827217 0.85307306 0.36217582 0.38609368 0.37503633 0.50112553] [ 0.43423768] [ 0.4576433 0.36036081 0.66115436 0.40924256 0.55528816 0.62194646 0.41562652 0.39758797 0.37291665 0.44126263] [ 0.24643112] [ 0.56448213 0.68318018 0.48873636 0.48353121 0.31433158 0.39046723 0.47208987 0.55978916 0.6904062 0.47661966] [-0.44026913] [ 0.55204568 0.49713398 0.52441537 0.46437507 0.45096796 0.45866084 0.46699552 0.43662251 0.56116651 0.50841703] [-0.34596133] [ 0.58690462 0.66340644 0.46810898 0.42513786 0.22505264 0.37536285 0.55465558 0.77292179 0.62867063 0.3313101 ] [-0.39042614] [ 0.22362429 0.60352563 0.47247162 0.53036573 0.32455028 0.71789336 0.45421896 0.50806452 0.49394786 0.32427457] [-1.61275113] [ 0.66234846 0.73703478 0.54651904 0.3306181 0.42189448 0.41945837 0.65153277 0.59781978 0.68975507 0.45459773] [ 0.20504867] [ 0.20382813 0.79376977 0.34308887 0.54000235 0.20911888 0.67487122 0.36558985 0.63479648 0.56360476 0.4760402 ] [ 0.49821524] [ 0.21491717 0.66863811 0.53848373 0.48446235 0.33086802 0.59784273 0.40536786 0.6302576 0.69345954 0.41879856] [ 0.19006912] [ 0.21240623 0.38104237 0.72494169 0.27620412 0.55653224 0.66925948 0.4383402 0.37556465 0.43289276 0.41919247] [-0.91648541] [ 0.52376722 0.40997662 0.69629537 0.24920691 0.43696233 0.45003014 0.52101616 0.64256423 0.5004782 0.3522964 ] [ 0.45019236] [ 0.53651872 0.6178149 0.48308966 0.3812645 0.44758338 0.57204009 0.51072279 0.41572714 0.57957669 0.50312852] [-0.35135615] [ 0.57270534 0.39233361 0.56412798 0.30803373 0.51671236 0.6468061 0.49411776 0.57627078 0.54114615 0.59274461] [-0.07811968] [ 0.1556845 0.37686582 0.61830146 0.42346843 0.4437216 0.72180696 0.5102828 0.4052957 0.41693222 0.41237199] [ 0.15041162] [ 0.1502965 0.38333027 0.62968806 0.41895314 0.49614714 0.69647079 0.38870203 0.43945131 0.47370663 0.37097658] [-0.25513002] [ 0.37355504 0.6819065 0.53026707 0.63410784 0.390505 0.57669714 0.45643081 0.55050218 0.55896732 0.53088201] [-0.41958163] [ 0.35387417 0.45226926 0.58758016 0.51366141 0.45684728 0.41812881 0.46162731 0.54672987 0.51896811 0.31481061] [-0.38831261] [ 0.21158161 0.40459035 0.66019776 0.32615218 0.44873773 0.59502437 0.41402096 0.4307434 0.45409841 0.39850805] [-0.28901059] [ 0.20146886 0.55256921 0.48933411 0.45201113 0.41723708 0.68557443 0.45542688 0.34304333 0.56617302 0.46262154] [-0.90513907] [ 0.45553834 0.55661818 0.3244468 0.53444548 0.35430651 0.64895222 0.48797607 0.6296785 0.38484592 0.37266118] [ 0.19492371] [ 0.26117931 0.39365605 0.48359225 0.45236162 0.58243136 0.75775462 0.31417731 0.4610939 0.37587742 0.50000023] Progress: 84.6% ... Training loss: 0.312 ... Validation loss: 0.503[-0.29037901] [ 0.56974216 0.59705418 0.39192466 0.61457757 0.33236921 0.41445103 0.4928442 0.62907268 0.50022472 0.54337457] [-0.24120869] [ 0.30260761 0.59096945 0.45036433 0.60185962 0.32843152 0.5120186 0.36251967 0.35585412 0.37826509 0.46889445] [ 0.92133814] [ 0.3695329 0.55843368 0.45648 0.43839445 0.30995969 0.50006475 0.46004751 0.46444569 0.46040598 0.44022086] [ 0.31703802] [ 0.35646156 0.33606085 0.65251605 0.37594219 0.44573429 0.49850389 0.47524834 0.46623533 0.39918899 0.5464215 ] [ 0.4698567] [ 0.21501587 0.64771515 0.48230508 0.57778914 0.41522899 0.77220424 0.38646229 0.4352556 0.41150213 0.59370641] [-0.02648114] [ 0.43590349 0.68271774 0.41602197 0.68522074 0.51449827 0.64475393 0.51222442 0.34285574 0.50525108 0.61818459] [ 0.75243613] [ 0.3794292 0.47432425 0.47218179 0.48120806 0.40357229 0.33808567 0.55312187 0.63123831 0.51980169 0.26027501] [ 0.02054044] [ 0.44976453 0.78311667 0.35494993 0.68105325 0.30591968 0.58485237 0.37471987 0.28216357 0.52671985 0.68660109] [ 0.13397751] [ 0.41372575 0.68173162 0.48085895 0.49252934 0.43029384 0.76984039 0.45369605 0.41959833 0.43127436 0.67550406] [-0.16878948] [ 0.36643197 0.54591469 0.50474016 0.56498069 0.46680121 0.61379441 0.42518978 0.37174743 0.51995291 0.48009045] [-0.35301879] [ 0.27480859 0.61610532 0.35344159 0.56333417 0.34553262 0.80606495 0.3726136 0.73719442 0.48562224 0.45792748] [ 0.00672416] [ 0.43242138 0.65707681 0.42598496 0.51709607 0.36605561 0.71846591 0.35278194 0.47138985 0.51056192 0.67213922] [-0.09740611] [ 0.45532198 0.45512846 0.46635939 0.50891826 0.25233083 0.41070046 0.47420817 0.62413155 0.54021621 0.28230655] [-0.04734808] [ 0.62871729 0.6953793 0.45449775 0.40575881 0.39417401 0.57410463 0.52784728 0.49634641 0.56686911 0.52161477] [ 0.14704901] [ 0.12545205 0.4889474 0.5653828 0.51576845 0.40358225 0.73918904 0.39217218 0.36749252 0.38324253 0.42315951] [ 0.61997733] [ 0.60342148 0.66321163 0.50832088 0.58302525 0.31991751 0.55781081 0.53555285 0.63213859 0.61640184 0.48917007] [-0.48571876] [ 0.20498784 0.47896008 0.49660978 0.53970274 0.35666525 0.55041093 0.45522092 0.58443355 0.57436286 0.33923792] [-0.14662588] [ 0.34425574 0.76080626 0.49412009 0.59723794 0.45117585 0.71379111 0.52467595 0.44726372 0.64940592 0.54439311] [ 0.13750991] [ 0.42183186 0.597199 0.44721193 0.54773106 0.37543257 0.68429903 0.3708754 0.4314163 0.47351772 0.6476505 ] [-0.20550055] [ 0.44777307 0.20760116 0.67625904 0.27079734 0.53220543 0.59126863 0.44418272 0.38215735 0.41026015 0.28435814] [ 0.57911832] [ 0.49932266 0.76322904 0.41952977 0.48379214 0.34080765 0.4558957 0.64907873 0.65879748 0.74104657 0.41727132] [-0.57361417] [ 0.20665451 0.52036835 0.54237159 0.44395032 0.40875622 0.68725471 0.37014522 0.66402929 0.4598309 0.38218484] [ 0.40044095] [ 0.40976961 0.61914891 0.50634785 0.46449485 0.43133964 0.65067843 0.57650194 0.52056808 0.47603868 0.59320892] [ 0.15273387] [ 0.43757091 0.50797639 0.53602291 0.34843288 0.4094107 0.51990987 0.49517874 0.48064256 0.57065279 0.52213178] [ 0.1075699] [ 0.46605032 0.53083127 0.55696101 0.50542032 0.4525361 0.57410558 0.58123979 0.56049521 0.55826299 0.64521883] [ 0.2105842] [ 0.64315011 0.65522223 0.51831552 0.40609622 0.3758682 0.40295248 0.46922456 0.4858359 0.64043668 0.51057952] [ 0.1208072] [ 0.18478645 0.6949486 0.44141854 0.51203914 0.45968724 0.72083254 0.34242473 0.40371713 0.5167924 0.51757674] [ 0.01796497] [ 0.54045752 0.44261968 0.54174636 0.33755963 0.50833735 0.53827288 0.61287422 0.48567221 0.44323807 0.4398889 ] [ 0.45511386] [ 0.09993245 0.53216814 0.48599547 0.5343125 0.46421236 0.78023685 0.36253244 0.40154589 0.55536651 0.54184655] [-0.04029315] [ 0.79312041 0.5597133 0.52833218 0.35280507 0.38683741 0.36127559 0.51988202 0.34834102 0.59865324 0.52996433] [ 0.0391116] [ 0.76433173 0.48617109 0.53814451 0.41642949 0.31451774 0.4419262 0.49608157 0.41757228 0.60987894 0.46030452] [ 0.14143088] [ 0.48249511 0.68404274 0.30205853 0.46064323 0.36929547 0.59015601 0.42724758 0.43613037 0.53430819 0.59433109] [ 0.67329456] [ 0.71443862 0.72846266 0.4339617 0.41691376 0.31544189 0.38107037 0.49688351 0.3953871 0.68584052 0.56328568] [-0.17722017] [ 0.56522043 0.60210962 0.42477663 0.50406793 0.39230232 0.44500309 0.50563772 0.53066402 0.59732512 0.47687613] [ 0.01871873] [ 0.318356 0.61481442 0.4666568 0.66169754 0.37998951 0.67631814 0.36911001 0.39318877 0.51676918 0.59234964] [-0.09214083] [ 0.30066648 0.60908546 0.48102657 0.55364301 0.37602933 0.73053496 0.40544562 0.46793457 0.41153785 0.51540015] [-0.13996088] [ 0.61936628 0.48734885 0.53078284 0.43984566 0.42690687 0.49894684 0.35821038 0.48924398 0.52232522 0.4632812 ] [-0.45381935] [ 0.31562705 0.51998447 0.37564006 0.7403426 0.29788225 0.40284073 0.53017337 0.56052241 0.49145533 0.65482433] [ 0.13310507] [ 0.22102936 0.4917778 0.5718322 0.43134387 0.47870003 0.74295466 0.47119583 0.42360809 0.42491514 0.51093709] [ 1.01052307] [ 0.70610826 0.56574655 0.56786617 0.33723568 0.4434231 0.40764377 0.62888496 0.47699219 0.65134415 0.42998112] [-0.197948] [ 0.4636022 0.67965358 0.49693075 0.68843385 0.3695729 0.61470692 0.36749138 0.51505726 0.52901206 0.52320123] [-0.1173412] [ 0.52022386 0.50845555 0.5443516 0.3557472 0.44370624 0.6701914 0.45545503 0.55879802 0.50150558 0.44447869] [-0.02432169] [ 0.6370585 0.69081684 0.45949487 0.32429385 0.3919134 0.39784111 0.46627469 0.51452192 0.55948446 0.57380101] [-0.90576282] [ 0.75745608 0.41317938 0.66225262 0.30599778 0.36901635 0.32330996 0.59572907 0.62046434 0.45443236 0.27272964] [-0.14549626] [ 0.3275193 0.6391777 0.33840376 0.67385289 0.39200756 0.63417234 0.45858733 0.46204652 0.40912154 0.54794891] [ 0.80986067] [ 0.63156354 0.53564472 0.57223073 0.29594763 0.41481693 0.46585282 0.60221726 0.55559454 0.52817542 0.38892567] [ 1.66313711] [ 0.83123775 0.63876459 0.58077184 0.27265667 0.31255585 0.38915064 0.62380205 0.72028469 0.67253935 0.39220306] [-0.16750291] [ 0.68444531 0.54111389 0.54871616 0.38564328 0.43485797 0.52466124 0.44068422 0.47955343 0.58034769 0.63135691] [ 0.08852919] [ 0.10198873 0.46600497 0.52060493 0.62186154 0.32144227 0.78078907 0.42131084 0.53629476 0.47887167 0.40582142] [-0.59986124] [ 0.53499637 0.4017876 0.54613692 0.28010574 0.52624696 0.54762482 0.51151677 0.57246472 0.53267112 0.53597173] [ 0.15265861] [ 0.21029311 0.71947598 0.35326897 0.67051377 0.34636923 0.7885234 0.34997171 0.54976304 0.51329264 0.55700603] [-0.23891585] [ 0.46906925 0.71111335 0.44863316 0.57100412 0.45170181 0.50805396 0.40757801 0.54314709 0.65782408 0.44625887] [ 0.32171514] [ 0.51914798 0.59998465 0.55279125 0.39770407 0.27797922 0.45206819 0.60558491 0.76861871 0.54101629 0.32986149] [ 0.05974518] [ 0.52145752 0.65040886 0.61948483 0.47792452 0.39077626 0.4945262 0.49606703 0.49980506 0.63913661 0.4292851 ] [-1.35314501] [ 0.29932989 0.6147352 0.44235413 0.50479752 0.28818621 0.39682028 0.45480071 0.63984534 0.68674509 0.23121507] [-0.77727599] [ 0.40477596 0.63996057 0.42064628 0.63138961 0.30690045 0.52830097 0.57006846 0.77650047 0.51082112 0.2854756 ] [-0.15792909] [ 0.25612943 0.74520681 0.37302292 0.73103852 0.28634819 0.70802611 0.43813044 0.52241619 0.53735432 0.52954137] [ 0.69524087] [ 0.3434136 0.48954003 0.49724829 0.43571994 0.34092397 0.59724025 0.33572098 0.49696584 0.49953369 0.33310685] [-0.02454073] [ 0.3019752 0.72755074 0.33568641 0.69265546 0.25163877 0.67457544 0.38302601 0.45265274 0.51305486 0.61739799] [-0.46002529] [ 0.56785073 0.47178812 0.47443901 0.52084979 0.35013622 0.46831038 0.40393967 0.5104595 0.52370659 0.39705878] [ 0.09916011] [ 0.16570028 0.51345982 0.48778529 0.55726281 0.39493807 0.68851766 0.40666447 0.40477511 0.53056217 0.35986116] [ 0.3895609] [ 0.3540454 0.628345 0.40976199 0.69812286 0.57906611 0.76569826 0.39007403 0.48583426 0.35655348 0.6350207 ] [ 0.16342723] [ 0.43575683 0.65907367 0.48245965 0.58778499 0.28496233 0.67632994 0.45423229 0.42396839 0.52924525 0.60962918] [ 1.45552935] [ 0.53021103 0.53336125 0.52440994 0.55967549 0.41917561 0.52370615 0.4371573 0.52804063 0.52471537 0.42169312] [-0.91413061] [ 0.83574952 0.63389068 0.56492822 0.21052832 0.31303752 0.2557113 0.6429659 0.58804152 0.71287573 0.41257819] [ 0.29821533] [ 0.18294422 0.47955256 0.52982984 0.5912142 0.35819872 0.78766902 0.36873983 0.4672921 0.47880402 0.38574113] [ 0.28924219] [ 0.56262728 0.62545291 0.37374864 0.58887959 0.25235556 0.24259025 0.51244297 0.55646377 0.66853273 0.32862146] [ 1.13591889] [ 0.75556506 0.3801283 0.6663177 0.24499351 0.47380525 0.31060849 0.60453558 0.43688266 0.5277419 0.45686262] [-0.33321814] [ 0.72249038 0.60650911 0.49443342 0.3344062 0.36140452 0.33651442 0.47502125 0.46587585 0.50447325 0.54770952] [-1.5883392] [ 0.47553257 0.60951151 0.48333202 0.44622207 0.26414896 0.34265879 0.53127847 0.68234309 0.58780908 0.20743776] [-0.78510951] [ 0.4386376 0.68569621 0.43916157 0.66664686 0.42182876 0.48870117 0.44507214 0.68213471 0.48062317 0.46016753] [ 0.26542456] [ 0.1526158 0.5258818 0.49513519 0.40856401 0.36949272 0.77149762 0.30197507 0.36153242 0.38502666 0.4726253 ] [ 0.59511337] [ 0.56006519 0.49015549 0.57191692 0.33705501 0.35095316 0.58223716 0.47213503 0.79435552 0.54875659 0.35182752] [ 1.520186] [ 0.86770523 0.51582923 0.5717663 0.35091397 0.25734411 0.30788152 0.55681711 0.61426073 0.57997647 0.37013224] [-1.43606548] [ 0.53384219 0.49739405 0.58132885 0.28665279 0.45335251 0.3786617 0.60172257 0.57916263 0.52400188 0.26896754] [ 0.19251276] [ 0.26178635 0.21687088 0.7711807 0.29279041 0.50505338 0.68776384 0.38973634 0.34427059 0.2816853 0.37170423] [ 0.13379032] [ 0.11861768 0.63564907 0.40890092 0.46628079 0.36396367 0.81310275 0.31423652 0.49933609 0.51298534 0.49627926] [-0.01668178] [ 0.55106789 0.58716844 0.51610898 0.42547671 0.45170289 0.52979079 0.41707702 0.44557969 0.56646563 0.58346962] [-0.16036365] [ 0.70631604 0.59073202 0.49274409 0.39499287 0.35104018 0.40581597 0.47846847 0.44513766 0.538062 0.44064162] [ 0.11812985] [ 0.21915445 0.77546389 0.34493056 0.63796293 0.37097137 0.74355073 0.36886237 0.5948459 0.49419393 0.61679694] [ 0.08970076] [ 0.13121468 0.43084988 0.54003282 0.544008 0.50589518 0.79228583 0.45848149 0.53202798 0.26005219 0.37960044] [ 0.36453922] [ 0.09739724 0.59693207 0.45872917 0.68189311 0.33734264 0.8280408 0.35574466 0.40412783 0.53325796 0.46312731] [-0.24331025] [ 0.12894421 0.48276823 0.53960324 0.46573919 0.31956439 0.61938425 0.50389011 0.59302907 0.58403958 0.24051165] [ 0.30281434] [ 0.22214263 0.53675029 0.52441646 0.52989687 0.47435553 0.70990512 0.42733868 0.33480336 0.38569891 0.57912542] [ 0.06761998] [ 0.49398772 0.67466575 0.38074725 0.45346948 0.30021196 0.53320767 0.44498288 0.46506864 0.5232789 0.45053009] [-0.44858632] [ 0.30542382 0.74641758 0.4024221 0.54649116 0.28609647 0.54769666 0.42189876 0.45083668 0.60478865 0.63293301] [-0.04496998] [ 0.33714321 0.47085063 0.61957044 0.34558693 0.4764905 0.64102334 0.37022392 0.44104642 0.49856035 0.39213194] [-0.21304252] [ 0.72743026 0.51217968 0.50280748 0.4966566 0.35019701 0.35119354 0.45996993 0.40624514 0.55234853 0.55448344] [ 0.48813843] [ 0.472856 0.43620801 0.66807832 0.31972521 0.37805922 0.39214981 0.53816681 0.57224939 0.51811133 0.22266858] [ 0.3124541] [ 0.40809545 0.58547126 0.4424382 0.69091592 0.23800256 0.44946655 0.4550439 0.48837352 0.56906045 0.43418459] [-0.31305182] [ 0.35379508 0.59948614 0.42548637 0.56892861 0.43003275 0.48884638 0.36773716 0.35249334 0.42077328 0.52592805] [-0.35948985] [ 0.6730017 0.62584201 0.52100926 0.35870788 0.43415303 0.58520579 0.59941907 0.46325303 0.53466294 0.56539231] [-0.03078188] [ 0.78090628 0.53485511 0.70913342 0.27082382 0.58558822 0.56128671 0.62294639 0.41424816 0.55472225 0.61866443] [ 0.83302039] [ 0.6600589 0.62132093 0.5623849 0.4837368 0.41333988 0.54220776 0.47462542 0.54591844 0.51812091 0.53566224] [-0.12600164] [ 0.47592003 0.48857338 0.57945506 0.46633138 0.51728352 0.61746746 0.59375601 0.44692777 0.43469748 0.52450652] [-0.38642732] [ 0.79500163 0.76505164 0.41218724 0.46175804 0.29314701 0.469988 0.50243879 0.43807388 0.63473806 0.71372907] [-1.52426518] [ 0.54643605 0.53687898 0.49361335 0.47534432 0.28840563 0.28727737 0.45699139 0.58031506 0.59165132 0.25609414] [ 0.07638348] [ 0.34559028 0.31545031 0.61541151 0.21865245 0.52938225 0.55681807 0.42552986 0.34816805 0.39535439 0.2986531 ] [ 0.08417635] [ 0.45643306 0.73342328 0.2930985 0.63906518 0.35674391 0.71002994 0.34315915 0.41830296 0.55761166 0.71422468] [ 1.24947627] [ 0.53730557 0.59738445 0.48285517 0.53276911 0.41790111 0.27465383 0.52820375 0.66323715 0.63264025 0.29974397] [ 0.20909513] [ 0.44591499 0.54776981 0.50486926 0.58043698 0.44735876 0.53669832 0.45504422 0.59272108 0.5297968 0.49834281] [-0.08356516] [ 0.46011745 0.52906379 0.48120381 0.43198953 0.38798857 0.50475959 0.52762717 0.54719135 0.41180085 0.46196366] [ 0.05958992] [ 0.45908949 0.5138882 0.44157808 0.53055527 0.47847272 0.70714904 0.393769 0.54160334 0.44363969 0.49994794] [ 0.31078109] [ 0.25193245 0.61597779 0.48487022 0.61996451 0.50138064 0.69768089 0.41798542 0.42012418 0.57666439 0.57142526] [ 0.13630528] [ 0.29338991 0.31537888 0.72010651 0.35916181 0.47181055 0.61593827 0.49777972 0.37158202 0.41951693 0.29103678] [-0.34168581] [ 0.30048491 0.67883119 0.52794266 0.44012247 0.51421693 0.5966771 0.4207603 0.43581335 0.47405913 0.54756421] [ 1.12759986] [ 0.31373632 0.59919823 0.44118297 0.48297251 0.32011849 0.64541945 0.42046813 0.79054306 0.63560998 0.32169641] [ 0.34363019] [ 0.09607349 0.42659345 0.55868858 0.5207321 0.39070355 0.83060159 0.38976045 0.40099745 0.43517483 0.45187171] [-0.29459747] [ 0.57443746 0.38255237 0.64635238 0.30736521 0.49908116 0.67995456 0.44362305 0.32675473 0.38701576 0.55538339] [ 0.0817604] [ 0.61658242 0.53740973 0.51648231 0.45987632 0.46539684 0.60563373 0.57996354 0.55930573 0.56727641 0.44221427] [ 0.07174424] [ 0.38122567 0.37175496 0.57055443 0.35679294 0.48750903 0.53136822 0.43416143 0.53313646 0.44676933 0.40480623] [ 0.1819019] [ 0.51085568 0.71226054 0.41738685 0.47482532 0.4390817 0.68880645 0.50479237 0.49835687 0.52049876 0.69104899] [ 0.25560689] [ 0.21684288 0.30325085 0.62583162 0.26692808 0.52898396 0.75122682 0.42812343 0.36337326 0.30734174 0.42051982] [-0.23424106] [ 0.52146508 0.59028727 0.56507388 0.64114483 0.39241677 0.60744891 0.35623872 0.44680381 0.46473 0.48794602] [ 0.06891036] [ 0.46303767 0.7959371 0.31704545 0.69801644 0.34372324 0.69046037 0.34836349 0.38761287 0.59659901 0.72099595] [-0.12476356] [ 0.15649054 0.48901278 0.45200743 0.64507415 0.38551671 0.66272196 0.52656357 0.57549156 0.45723243 0.43312618] [ 1.12759986] [ 0.31373632 0.59919823 0.44118297 0.48297251 0.32011849 0.64541945 0.42046813 0.79054306 0.63560998 0.32169641] [ 0.01676868] [ 0.41264422 0.63799838 0.40710056 0.54500533 0.37265666 0.73435918 0.43677912 0.43391463 0.58492064 0.66163114] [-0.14235981] [ 0.67715814 0.52327849 0.52563538 0.35221785 0.38049461 0.52346238 0.46717092 0.44704353 0.44459986 0.56501255] [-0.39472051] [ 0.45763852 0.28341436 0.74095507 0.24895626 0.62842735 0.70389354 0.38638686 0.42475829 0.31774858 0.45365964] [-0.02957733] [ 0.27676397 0.2632551 0.71740006 0.39985153 0.39515215 0.62249326 0.49999152 0.46255643 0.40245081 0.29218504] [-0.19264561] [ 0.34714496 0.69812848 0.42607956 0.61141915 0.40362186 0.61451883 0.42329546 0.40789509 0.60796497 0.52526842] [-0.17287743] [ 0.42176395 0.56722735 0.60362409 0.5299912 0.51040238 0.51723109 0.43090341 0.46177131 0.58140561 0.44238203] [ 0.24481037] [ 0.11447419 0.46777514 0.61139635 0.60516684 0.41464678 0.81090313 0.3989966 0.38510551 0.48648055 0.36346768] [ 0.22151898] [ 0.65348355 0.69040483 0.4718529 0.33919353 0.46885421 0.58205306 0.47740381 0.50121772 0.53122447 0.53309122] [-0.07816514] [ 0.36595518 0.79808098 0.43773618 0.63899542 0.3807831 0.71052184 0.48225413 0.47654019 0.6594446 0.75966825] [-0.07847755] [ 0.48978745 0.4450919 0.66163814 0.37719114 0.49176414 0.54214496 0.53096946 0.51263384 0.46044926 0.42229436] [ 0.63123144] [ 0.45058757 0.70023586 0.53339502 0.51426038 0.3720508 0.53612451 0.44315922 0.55280881 0.72322663 0.45837109] Progress: 84.9% ... Training loss: 0.297 ... Validation loss: 0.484[ 0.19510133] [ 0.1635442 0.5093358 0.54049729 0.39136224 0.40801914 0.76806918 0.3704358 0.42302775 0.38913787 0.51938357] [-0.09236124] [ 0.44829175 0.50586205 0.53742685 0.59975609 0.50504298 0.73866499 0.37486263 0.45908875 0.41615909 0.57064736] [ 0.43826944] [ 0.24731771 0.54909066 0.50526307 0.35033016 0.37419763 0.62241477 0.39042692 0.57428782 0.39500514 0.35207379] [ 0.15100805] [ 0.10367262 0.62254297 0.40947954 0.61569343 0.38718798 0.72570468 0.30721181 0.46328969 0.47848252 0.5141 ] [ 0.3512377] [ 0.28687465 0.66402855 0.55138042 0.345088 0.33651098 0.63677102 0.4228967 0.40620187 0.50794208 0.46893644] [-0.08629687] [ 0.45131806 0.70203383 0.5453564 0.50402125 0.50270933 0.77224214 0.55524944 0.43232568 0.56884909 0.68551242] [ 0.0183859] [ 0.33701809 0.54338567 0.55053121 0.52203986 0.25939887 0.68211654 0.40402062 0.53895874 0.60827141 0.36960841] [-0.03525742] [ 0.31548949 0.6524971 0.3291205 0.67960616 0.31708024 0.58119128 0.30153231 0.36181743 0.51988287 0.51072471] [-0.4325913] [ 0.33274258 0.50610406 0.38613814 0.58868868 0.30746774 0.56092641 0.38166264 0.54107671 0.47313473 0.43207781] [ 0.10501151] [ 0.26338255 0.54696073 0.5953806 0.37112977 0.56244261 0.69068926 0.37765401 0.35648708 0.44932768 0.53223509] [ 0.17575038] [ 0.16505879 0.66131544 0.45700127 0.67658507 0.39763581 0.76430901 0.31319023 0.49950415 0.48460555 0.55628656] [ 0.26387942] [ 0.44788597 0.48664859 0.59195142 0.37306453 0.40329492 0.53893326 0.5397992 0.59210066 0.41674077 0.36733989] [ 0.51641968] [ 0.67012432 0.57727352 0.55684553 0.50266248 0.41457686 0.30963183 0.5448626 0.69801958 0.56887397 0.42366235] [-0.28576572] [ 0.35522809 0.78276301 0.37705476 0.48132508 0.4010754 0.71882065 0.35277266 0.54542974 0.60415324 0.66845753] [ 0.6371114] [ 0.61821693 0.66842188 0.5190737 0.49914599 0.28943302 0.51321183 0.54819638 0.68970054 0.66850205 0.40205844] [ 0.21498426] [ 0.73296957 0.56905988 0.60993111 0.32042803 0.43323844 0.51697988 0.59198266 0.51625153 0.63672487 0.4753338 ] [-0.20010237] [ 0.77260498 0.48212626 0.54621321 0.45380644 0.35950152 0.43347448 0.47406719 0.3571787 0.60326283 0.42213144] [-1.70858395] [ 0.53514565 0.68137098 0.44928353 0.52472553 0.22417602 0.36470759 0.50329357 0.60974481 0.6234094 0.3704312 ] [-0.0777149] [ 0.16513246 0.58654463 0.51699037 0.43667851 0.46181427 0.65036932 0.42291146 0.34054347 0.41995314 0.47000679] [-0.4823107] [ 0.59277264 0.69138971 0.39485471 0.58285936 0.32672212 0.55364031 0.3475101 0.35822631 0.53265635 0.6127658 ] [-0.0126322] [ 0.621463 0.73625853 0.44554293 0.54888586 0.14006352 0.26515763 0.49409479 0.72532587 0.65504884 0.30790049] [ 0.16209815] [ 0.22989685 0.61633068 0.44103526 0.49265892 0.25295965 0.78339483 0.35605581 0.56297703 0.51776651 0.40395222] [-0.5103189] [ 0.53209559 0.55554337 0.54043456 0.39297082 0.55828323 0.53480709 0.51078625 0.24809724 0.45827583 0.56591868] [ 0.5933496] [ 0.78949971 0.45526503 0.56728661 0.24128929 0.43931666 0.28169382 0.54646188 0.44244418 0.56935236 0.40683556] [ 0.31194345] [ 0.51292726 0.61780145 0.47631888 0.58436683 0.31183144 0.50131509 0.50786855 0.41924416 0.55928267 0.58111942] [ 0.01910701] [ 0.14714782 0.51273943 0.61704825 0.36534108 0.40394426 0.80163971 0.42176654 0.3493969 0.50902225 0.46725228] [-0.69293434] [ 0.40443469 0.6207611 0.45050774 0.61923589 0.29585799 0.59158602 0.44354253 0.41844009 0.58602844 0.50792257] [-0.28380751] [ 0.25923416 0.6005365 0.51241797 0.45831701 0.44053372 0.56763963 0.41773535 0.46711086 0.61475035 0.56200478] [-0.71996009] [ 0.33752784 0.56814177 0.35878241 0.59110023 0.38499665 0.61609184 0.43024179 0.5856486 0.45824707 0.447731 ] [-0.2020944] [ 0.26859161 0.70167917 0.3963816 0.61857055 0.41314001 0.6087715 0.43011267 0.43790216 0.44261811 0.5246765 ] [-0.20079594] [ 0.42424546 0.67497653 0.34071355 0.61303328 0.43997893 0.55137782 0.44094286 0.29545263 0.42820409 0.56838889] [-0.20075233] [ 0.473909 0.50173609 0.62940037 0.53774097 0.57421008 0.72470215 0.50380794 0.46131837 0.48480206 0.59798993] [-0.05447856] [ 0.65083338 0.62485928 0.48176279 0.34300442 0.4373543 0.33002461 0.46291882 0.4458727 0.57919802 0.58747506] [-0.06844949] [ 0.67269422 0.49443063 0.5599088 0.37836432 0.3802579 0.37458755 0.49724939 0.45961969 0.47165636 0.435072 ] [-0.19265067] [ 0.39273933 0.624354 0.41336489 0.49655526 0.47007178 0.55956994 0.4396226 0.32838447 0.56186496 0.70495707] [ 1.86794368] [ 0.75348735 0.51278681 0.54662178 0.37914176 0.35695893 0.29015002 0.57789762 0.4493715 0.6185766 0.28836979] [ 0.63518281] [ 0.46983426 0.44539522 0.57325494 0.38215606 0.433075 0.66863698 0.37832865 0.54833973 0.54686626 0.42161018] [-1.09138273] [ 0.30518568 0.30784113 0.76557186 0.24140817 0.35088347 0.48443323 0.4766479 0.54200841 0.41291566 0.17520486] [-0.03647141] [ 0.25125704 0.62631885 0.31111562 0.72449816 0.36857108 0.55208486 0.48074424 0.61338491 0.50240671 0.66681605] [-0.68159198] [ 0.22873234 0.21709504 0.54699203 0.4874996 0.5052174 0.61468686 0.42729102 0.54798038 0.3009823 0.18404225] [ 2.01790441] [ 0.6702469 0.61913472 0.49276576 0.45064353 0.3275911 0.39916574 0.53921801 0.62545564 0.52856319 0.42712938] [ 0.43663326] [ 0.12089152 0.51480395 0.51876857 0.48326269 0.44802804 0.81579181 0.33478386 0.36007603 0.39604323 0.50427151] [-0.22230365] [ 0.52142228 0.29827805 0.66839936 0.27418675 0.47053407 0.63032167 0.53064537 0.49960223 0.27299874 0.38296017] [ 0.12576975] [ 0.7661604 0.48260527 0.64770028 0.30425408 0.47571118 0.44801885 0.6077033 0.52239782 0.51141146 0.49990092] [-0.52712206] [ 0.36340303 0.54403479 0.41920631 0.65539793 0.41024542 0.7001831 0.47879934 0.60199268 0.48532162 0.38413702] [-0.45217162] [ 0.46559933 0.75314273 0.32413304 0.67760426 0.30839735 0.54349824 0.32657405 0.44976761 0.55537961 0.68639932] [-0.28066696] [ 0.60937834 0.19654876 0.75833674 0.26316366 0.46210082 0.66647473 0.45684352 0.42600208 0.4060458 0.32585506] [ 0.20546702] [ 0.23602994 0.50379737 0.58497954 0.4593203 0.44453442 0.79368654 0.36912845 0.44206117 0.43357876 0.59516278] [-0.05983535] [ 0.19557779 0.40642608 0.58510604 0.31312945 0.53819377 0.64462798 0.43020268 0.51913482 0.4427393 0.47335773] [-0.16007026] [ 0.3883365 0.63147305 0.43876262 0.58217431 0.32197067 0.4826039 0.35422424 0.54926685 0.61879114 0.43782116] [-0.45931802] [ 0.30144318 0.75484257 0.37776724 0.59888069 0.29008032 0.50722918 0.37502509 0.37396709 0.47495051 0.52988924] [-0.98893569] [ 0.17867518 0.47074523 0.52535975 0.58093282 0.33186 0.61910691 0.38895982 0.72338611 0.45506443 0.27852386] [-1.11660995] [ 0.18253903 0.24946371 0.66885753 0.34122509 0.31667619 0.47866332 0.45360573 0.60053843 0.46541685 0.13382827] [ 0.55248586] [ 0.5271933 0.60214396 0.49052986 0.49176828 0.33982145 0.37696576 0.53948884 0.60980072 0.50768139 0.435364 ] [-0.60253123] [ 0.8303835 0.46225479 0.57343334 0.29051644 0.48091952 0.46558453 0.48067747 0.46147304 0.44856472 0.64192676] [ 0.61068553] [ 0.59924766 0.48539691 0.60109538 0.26060267 0.32648556 0.43090753 0.62328009 0.72648372 0.52426196 0.31390458] [-0.23074855] [ 0.54430253 0.69564647 0.50120711 0.61632213 0.39238443 0.40726305 0.5130856 0.61425771 0.59429827 0.55089785] [ 0.16972395] [ 0.55526261 0.49495875 0.45739049 0.49686788 0.32203441 0.35469747 0.45159612 0.49204865 0.55013395 0.42752368] [ 0.11363902] [ 0.34548719 0.73044228 0.37334058 0.66329689 0.35238502 0.60414708 0.37764671 0.30415113 0.49030393 0.660411 ] [-0.69911532] [ 0.60212299 0.61247135 0.47849453 0.55414538 0.3557611 0.69876922 0.44458099 0.51430485 0.45507665 0.57262577] [-0.43660357] [ 0.42934207 0.55907938 0.45129388 0.60880751 0.4179437 0.57381528 0.5282171 0.48058665 0.52723469 0.71285088] [ 0.64541645] [ 0.47816288 0.57459827 0.4459232 0.57464739 0.28619736 0.50297742 0.48114976 0.47954266 0.53268865 0.47442541] [-0.43902293] [ 0.77869434 0.51312964 0.5962155 0.44045214 0.49322775 0.47221282 0.67588486 0.63841144 0.50553848 0.39834529] [ 0.11805749] [ 0.42261632 0.59027266 0.51127349 0.52471199 0.42652563 0.72423965 0.45611185 0.31192363 0.50487004 0.64920223] [ 0.65489007] [ 0.35395082 0.6024702 0.50049231 0.62076226 0.42539832 0.47656786 0.3519764 0.56612511 0.62495237 0.36654753] [-0.44762252] [ 0.450057 0.59811776 0.4190881 0.58604496 0.30389737 0.63918725 0.33738973 0.52544832 0.51660509 0.54034006] [-0.28716587] [ 0.29009937 0.56768965 0.5031601 0.48047349 0.41865313 0.54946239 0.4028252 0.44910654 0.48998949 0.52622107] [ 0.1209175] [ 0.41401632 0.5778217 0.36377593 0.66579228 0.33952094 0.51804318 0.4662945 0.45790171 0.4856406 0.74903656] [-0.07382013] [ 0.76521003 0.50290338 0.61433216 0.28068318 0.46815481 0.52921102 0.58293629 0.35049658 0.51406398 0.56953705] [-0.06239337] [ 0.62438378 0.58817616 0.48049283 0.48959236 0.43877284 0.61107106 0.47217171 0.63422224 0.46089943 0.43190166] [-0.15208764] [ 0.49243456 0.38027166 0.66099267 0.35801797 0.47741655 0.41273533 0.52274844 0.41075148 0.43000288 0.42867841] [ 0.20072743] [ 0.12321833 0.37308778 0.68054153 0.40729452 0.48136124 0.82108996 0.42058378 0.35836957 0.39603646 0.38719947] [-0.18994185] [ 0.22375755 0.22607675 0.73156522 0.26230784 0.50474827 0.64700616 0.45918997 0.4180199 0.46229703 0.28331797] [-0.60259921] [ 0.43140381 0.71309184 0.4055626 0.69724128 0.4044597 0.59954358 0.42032115 0.5025204 0.63062725 0.47589059] [-1.11678559] [ 0.18251556 0.72807495 0.4629076 0.53244987 0.25794154 0.53054455 0.43433191 0.59268294 0.66037131 0.31101357] [ 0.02323425] [ 0.23603467 0.61466977 0.59487234 0.36427633 0.54137278 0.67553971 0.39780951 0.34535103 0.55515622 0.47491004] [-0.14436842] [ 0.42880979 0.73234693 0.434515 0.6587683 0.31399442 0.67754302 0.41775337 0.32695071 0.60581234 0.65114901] [ 0.74958662] [ 0.66987258 0.60092128 0.50157485 0.32159017 0.36426455 0.28847668 0.44697706 0.42016039 0.60781167 0.3868659 ] [ 0.63004204] [ 0.77120192 0.50194747 0.64404499 0.23465535 0.49058848 0.38362696 0.63711546 0.48572433 0.5956424 0.40597911] [-0.34140008] [ 0.3673821 0.67885402 0.4784981 0.5311456 0.36533739 0.6248549 0.40811595 0.44899418 0.50237475 0.59603969] [-0.04757811] [ 0.45745376 0.48365547 0.6852663 0.45776873 0.53409696 0.58220231 0.4700912 0.54385315 0.53805318 0.47800684] [ 0.65248398] [ 0.57915621 0.58181817 0.53405074 0.42845234 0.3325324 0.51792272 0.5521967 0.53357915 0.62655677 0.51693819] [-0.24408887] [ 0.45004434 0.55904418 0.52148872 0.59607755 0.42093638 0.61137863 0.4211861 0.64342425 0.48253365 0.44561034] [ 0.42237246] [ 0.1227548 0.42175418 0.57444421 0.46959008 0.27836322 0.65701482 0.36287121 0.4381835 0.43529238 0.22595194] [ 0.24258588] [ 0.40722395 0.70909392 0.3405365 0.65067747 0.43248191 0.64284144 0.41005213 0.2572221 0.4108866 0.66203571] [-0.08450144] [ 0.19691654 0.62899248 0.48994954 0.58745017 0.29351405 0.69225951 0.38829317 0.49913929 0.52402022 0.4090792 ] [ 0.85939005] [ 0.78455813 0.46425101 0.61726101 0.18578447 0.44513463 0.2610237 0.55416888 0.54573725 0.51121801 0.49468456] [-0.13037384] [ 0.64099457 0.53499861 0.5539574 0.41533409 0.31779382 0.32671828 0.49916095 0.64239698 0.54096031 0.39108827] [ 0.58578458] [ 0.449613 0.36004963 0.65920914 0.4116954 0.55897715 0.63043989 0.41209893 0.38999099 0.36901939 0.44725234] [-0.1676405] [ 0.69248596 0.55922795 0.55879097 0.39386615 0.38714453 0.55299296 0.45747743 0.40528049 0.59985975 0.63102754] [-0.25323461] [ 0.6405852 0.56572475 0.4813 0.64185659 0.37698992 0.56420947 0.4974135 0.57023509 0.50025789 0.54680401] [-0.125904] [ 0.42250462 0.39516303 0.65462002 0.22233269 0.43806429 0.54487265 0.52419618 0.7369483 0.49666176 0.29751698] [ 0.05277219] [ 0.22516028 0.4048175 0.46408315 0.62163944 0.43910721 0.59839807 0.60509018 0.55945809 0.44130176 0.55889059] [-0.78069723] [ 0.69810359 0.5744117 0.65880239 0.34289764 0.44895187 0.37343526 0.55793346 0.66909178 0.55340352 0.39385191] [ 0.76059233] [ 0.7349922 0.44877766 0.59701066 0.27910432 0.40142852 0.33380519 0.53508841 0.55199541 0.54776588 0.37445015] [-0.43237558] [ 0.57173 0.32831587 0.69403386 0.3436772 0.36658413 0.41677055 0.55285937 0.65967932 0.36366962 0.24174034] [-0.22356609] [ 0.7488382 0.42162612 0.49642859 0.40535077 0.31050653 0.44895149 0.48168171 0.41547351 0.47776214 0.40426003] [-0.32937829] [ 0.40667077 0.50700576 0.61306704 0.37157786 0.64829472 0.6542165 0.36424372 0.41969053 0.41089051 0.51642525] [-0.15633783] [ 0.46392624 0.58413118 0.45477146 0.67160715 0.2385608 0.41445765 0.43571421 0.48358543 0.58226753 0.40409382] [-0.59203765] [ 0.51312415 0.71591217 0.44310255 0.63859666 0.49952672 0.63232442 0.37137074 0.52048021 0.55298489 0.57562946] [-0.51250092] [ 0.72428224 0.71370323 0.53705444 0.44305463 0.35966715 0.57210334 0.51271951 0.64093618 0.71779182 0.57291158] [-0.05104473] [ 0.26249018 0.66598352 0.32552743 0.6642925 0.39674359 0.7423297 0.39806151 0.57284728 0.44672399 0.57745018] [-0.11086605] [ 0.22703743 0.25025342 0.72995802 0.38910584 0.49539322 0.66479692 0.47349386 0.38579803 0.29610044 0.5027043 ] [ 0.01478638] [ 0.4887816 0.70907146 0.48002976 0.51125229 0.34113256 0.4984155 0.45620008 0.53577892 0.67315998 0.58595574] [ 0.73783409] [ 0.49165422 0.78636507 0.37435225 0.58846845 0.24794604 0.35463679 0.40724101 0.62423074 0.60802548 0.53576063] [ 0.11074453] [ 0.39101738 0.53953126 0.52234859 0.37410198 0.52212275 0.65239155 0.53082294 0.26685256 0.58691245 0.64667663] [-1.07932173] [ 0.43871691 0.6478829 0.49275658 0.59919447 0.42097832 0.53073463 0.4372426 0.61259423 0.46610124 0.36404414] [-0.1104323] [ 0.22541912 0.68417725 0.38702738 0.61977637 0.34965605 0.52976326 0.54292202 0.60788583 0.52257874 0.51279306] [-0.00766342] [ 0.4734133 0.6477298 0.43949476 0.68762942 0.30296785 0.62363119 0.35143006 0.35604271 0.46956155 0.70364306] [ 0.10501151] [ 0.26338255 0.54696073 0.5953806 0.37112977 0.56244261 0.69068926 0.37765401 0.35648708 0.44932768 0.53223509] [ 0.19805409] [ 0.64646824 0.49031703 0.57813024 0.27628275 0.50988001 0.52150398 0.56251408 0.46362698 0.47920469 0.48754185] [ 0.75227998] [ 0.6677969 0.53781219 0.59182218 0.57247704 0.41589796 0.55837258 0.4079162 0.51878875 0.57167923 0.49016118] [ 0.06832157] [ 0.15874356 0.4908304 0.57583505 0.50902475 0.43139547 0.69591293 0.38105 0.32853405 0.3745395 0.421206 ] [-0.5637921] [ 0.75462827 0.62331917 0.51337889 0.37330781 0.3389648 0.40057535 0.57166755 0.51943571 0.64049103 0.57182126] [ 0.0514809] [ 0.23437455 0.54203002 0.34886349 0.35943855 0.41888036 0.62811547 0.38180385 0.4534515 0.42737774 0.35750409] [ 0.2535821] [ 0.31797723 0.78715556 0.35987057 0.68943198 0.20487182 0.66147683 0.35202425 0.49022741 0.57678591 0.62706669] [-0.13193564] [ 0.57326658 0.60048604 0.53308993 0.53775683 0.45013967 0.58198527 0.4495712 0.40263525 0.63118002 0.57301735] [ 0.10557669] [ 0.24432986 0.56818644 0.59676847 0.45674556 0.31335301 0.73238413 0.37249789 0.43285769 0.5764978 0.43006881] [ 0.35478127] [ 0.45782696 0.63737827 0.47494785 0.43127176 0.41762214 0.63917661 0.50441775 0.44386431 0.59041545 0.67640782] [ 0.34629712] [ 0.23850999 0.34289945 0.58407122 0.29539321 0.44130607 0.64253254 0.39669761 0.50570818 0.33341504 0.41074124] [-0.30395825] [ 0.5368859 0.72509918 0.43857997 0.55423442 0.36501831 0.66402611 0.47131257 0.28013327 0.65551427 0.69387525] [ 0.05054671] [ 0.61291496 0.73026308 0.46646011 0.30662402 0.34418785 0.54635299 0.55971213 0.53932389 0.54466606 0.50541887] [ 0.13054746] [ 0.36025614 0.69078994 0.48997923 0.37608669 0.35450077 0.55919188 0.49729911 0.65623713 0.66810359 0.42524946] [ 1.47779454] [ 0.61056346 0.60154572 0.49466796 0.43317724 0.34197713 0.34409019 0.50211772 0.5198734 0.63370418 0.35790409] [-0.7101515] [ 0.4527107 0.78680814 0.35220615 0.62095056 0.22748273 0.44403806 0.4429123 0.5647486 0.69779411 0.4748642 ] [-0.29029476] [ 0.78796283 0.48279693 0.61202824 0.35589324 0.3198684 0.31802684 0.56198846 0.52904353 0.5330334 0.41094349] [ 0.13975233] [ 0.22347519 0.73168877 0.32006789 0.44729732 0.30748789 0.61636754 0.39365516 0.55462979 0.55684971 0.51227924] [-0.14620729] [ 0.27742605 0.45879935 0.53786333 0.55924841 0.40432977 0.77108308 0.46170065 0.48900787 0.41704969 0.52144454] Progress: 85.1% ... Training loss: 0.297 ... Validation loss: 0.479[ 0.63072037] [ 0.26781899 0.6286716 0.40896772 0.66912383 0.52077536 0.7435751 0.42140168 0.5863357 0.46848664 0.58577635] [ 1.04125671] [ 0.49346517 0.64424361 0.39198039 0.53497804 0.29661404 0.40444975 0.44588283 0.55610274 0.55269031 0.41310707] [-0.13369664] [ 0.11044271 0.51219723 0.60635786 0.6273326 0.26074405 0.78105979 0.33128825 0.45330082 0.43131433 0.32824009] [ 0.04956358] [ 0.46507784 0.68115766 0.37866298 0.66961322 0.33886684 0.67327393 0.36728874 0.35271435 0.46322769 0.68638418] [-0.8835525] [ 0.79878217 0.55450432 0.53588108 0.49852471 0.39650591 0.39877053 0.46010166 0.34719862 0.61470156 0.46812029] [ 0.23559529] [ 0.1265119 0.57454515 0.53565171 0.3265521 0.4060021 0.80366498 0.37989958 0.39846822 0.43634071 0.45824871] [-0.11695584] [ 0.42319537 0.50838182 0.53682465 0.34076146 0.3314466 0.36678246 0.45692704 0.70090738 0.46352833 0.30049799] [-0.18836097] [ 0.25258513 0.52337194 0.42128453 0.58019775 0.44114925 0.82057843 0.33459588 0.7376227 0.55153008 0.4942178 ] [-0.58589748] [ 0.55747542 0.50097569 0.43036678 0.56213735 0.46106637 0.39104296 0.44514638 0.24615332 0.39839232 0.5751185 ] [ 0.48458843] [ 0.14841447 0.57473426 0.49009613 0.63474489 0.33048319 0.82903736 0.42067832 0.50882378 0.41722477 0.41039658] [ 0.2655403] [ 0.1906863 0.3788499 0.71396744 0.4063141 0.43100929 0.78343943 0.38083926 0.47766377 0.46179092 0.40918689] [ 1.46813025] [ 0.81387483 0.57235418 0.60875492 0.30725337 0.36122462 0.31188138 0.57377709 0.71053529 0.62751738 0.33507826] [ 0.82267066] [ 0.7090771 0.50101025 0.54036232 0.51742915 0.30801766 0.50806121 0.41377107 0.36270852 0.56744282 0.51228122] [-0.03296348] [ 0.20797165 0.43457505 0.62096479 0.37824959 0.53529359 0.74261285 0.40117666 0.35297081 0.51166843 0.46049518] [ 0.17369331] [ 0.33177516 0.77010131 0.34039589 0.5956549 0.44593801 0.68874959 0.324204 0.4252748 0.54325352 0.69909425] [-0.15385735] [ 0.3260442 0.45037271 0.64975726 0.30405001 0.44950501 0.60258495 0.42453274 0.46565899 0.54050852 0.400887 ] [-0.41560993] [ 0.29885328 0.47682452 0.45958646 0.55396805 0.37627217 0.64683939 0.43975608 0.53601044 0.33963437 0.32153338] [-0.33623359] [ 0.62277789 0.71426532 0.55703721 0.35492145 0.47499702 0.47835791 0.56795028 0.52394992 0.60664524 0.51750398] [ 0.08626703] [ 0.62917192 0.52202321 0.55165221 0.28254286 0.44723302 0.43463354 0.555663 0.50993036 0.52581691 0.37618207] [-0.02637819] [ 0.31247404 0.65128642 0.49880957 0.55038255 0.33176723 0.59341601 0.47153628 0.59508997 0.44056058 0.45918018] [ 0.47319005] [ 0.18646932 0.68711985 0.44512791 0.48232146 0.5213219 0.76251805 0.2984813 0.48823624 0.47220091 0.73703371] [-0.02194555] [ 0.28987628 0.72878184 0.30973659 0.66228596 0.38083175 0.66734618 0.43455766 0.54427203 0.49946261 0.50815986] [-0.3430582] [ 0.72717039 0.48291092 0.493508 0.47217302 0.33448816 0.45528765 0.44547855 0.47037096 0.63590783 0.47311934] [-0.51331363] [ 0.67157484 0.63822054 0.44310925 0.39324429 0.47765462 0.29594111 0.44687469 0.40682937 0.61615434 0.54578844] [-0.39836508] [ 0.80459336 0.72034509 0.44447578 0.48298457 0.2878338 0.45360513 0.49484752 0.41794566 0.70729654 0.626915 ] [-0.28902813] [ 0.32220427 0.36128471 0.50780481 0.58876891 0.49568593 0.6221284 0.35771083 0.51253081 0.42313613 0.47572685] [ 0.08487675] [ 0.11935568 0.65191114 0.42539563 0.57901136 0.36760968 0.76190924 0.32633112 0.4473887 0.49036629 0.4345646 ] [ 0.01165716] [ 0.42069331 0.60524685 0.42226164 0.51622004 0.42278824 0.64297723 0.3939415 0.34302748 0.45703974 0.63131147] [ 0.05937991] [ 0.25338119 0.20712574 0.77087621 0.27402047 0.52827503 0.73169323 0.40977596 0.35344334 0.36083872 0.33521625] [-0.14359263] [ 0.44245089 0.35755298 0.6739461 0.28438282 0.50796886 0.41889155 0.54324396 0.48547788 0.44672031 0.35108512] [ 0.44144676] [ 0.48480289 0.69801286 0.35450207 0.53677905 0.35106323 0.4387794 0.40654118 0.51436748 0.5284892 0.48917382] [ 0.01239384] [ 0.64617095 0.57397308 0.43750758 0.53982551 0.35823726 0.3960995 0.55811751 0.5800149 0.5463545 0.36147125] [ 0.89092671] [ 0.71070825 0.56592115 0.5704827 0.33429907 0.4386868 0.39679184 0.63286895 0.48699618 0.65589247 0.42057027] [ 0.19312197] [ 0.26810537 0.59766035 0.58355691 0.4555944 0.55101027 0.77472751 0.41557449 0.40699268 0.50534582 0.62517363] [ 0.07450097] [ 0.56122767 0.66640437 0.46889475 0.48540647 0.33234838 0.53736628 0.56724233 0.60121051 0.53725114 0.52019801] [-0.5118669] [ 0.60898259 0.3369981 0.54195382 0.47157726 0.48355548 0.60025974 0.49383634 0.53971444 0.36803903 0.49677516] [ 0.74694906] [ 0.35276651 0.5155636 0.44131469 0.64784344 0.28294152 0.46482072 0.36106466 0.47484677 0.63515792 0.38050675] [ 0.12321521] [ 0.19963926 0.41787901 0.61864 0.31490992 0.60804257 0.82294605 0.45514279 0.48384148 0.44929074 0.50728861] [-0.33414865] [ 0.4999751 0.5504255 0.58178227 0.34376371 0.43132319 0.58780683 0.48113241 0.45163675 0.48451214 0.56352874] [-1.24289157] [ 0.32462852 0.61162205 0.48833368 0.5110923 0.36822496 0.35307102 0.47527613 0.67391998 0.65745343 0.22690258] [-0.02637261] [ 0.29118005 0.42240966 0.46053529 0.62355452 0.42263377 0.71896204 0.45408416 0.56443179 0.30879166 0.41653724] [-0.16694699] [ 0.1557826 0.32198265 0.54505115 0.47345758 0.47813635 0.73070281 0.44087219 0.55635767 0.23171167 0.29398868] [ 0.27716645] [ 0.1088704 0.57311383 0.46701668 0.49793865 0.37648473 0.54419431 0.37442843 0.50928111 0.51221695 0.331112 ] [-0.00294654] [ 0.67712752 0.64040094 0.58439186 0.40871669 0.40654014 0.54318504 0.53277974 0.57769375 0.66674322 0.53596837] [-0.17981653] [ 0.22236176 0.60859216 0.46671868 0.60434076 0.3370393 0.76812685 0.47743249 0.54491532 0.52534202 0.54828122] [ 0.29655064] [ 0.5017275 0.60734327 0.4429211 0.57925334 0.32373519 0.67904563 0.4387969 0.400157 0.50876944 0.59005603] [-0.28893115] [ 0.36870028 0.71908661 0.27335239 0.73354673 0.31620917 0.53209708 0.32208837 0.42652369 0.55464071 0.63882833] [ 1.34966443] [ 0.78564505 0.51639739 0.63982557 0.408399 0.36759306 0.32484777 0.56039334 0.72561721 0.55515822 0.30970638] [ 0.5603082] [ 0.73756643 0.5320398 0.55405628 0.38255826 0.41967957 0.38343891 0.54649185 0.46851283 0.5850703 0.46683241] [ 0.03424362] [ 0.46675426 0.65577202 0.46058869 0.46224541 0.4096357 0.61169376 0.40305668 0.39746863 0.52093404 0.65398155] [-0.60572866] [ 0.20801772 0.48446159 0.63175858 0.33672204 0.26047167 0.62900942 0.48109867 0.66687328 0.56596815 0.28932283] [ 0.08259876] [ 0.22897025 0.48655446 0.41947794 0.57619387 0.42310526 0.79984323 0.35604812 0.55741176 0.48181667 0.50504937] [-0.51848463] [ 0.30635759 0.50454172 0.64020322 0.29245963 0.3598013 0.58236532 0.47109898 0.64509468 0.49148831 0.32871302] [-0.15990047] [ 0.4733728 0.50174776 0.62935634 0.53820105 0.57428015 0.72518388 0.50371007 0.46119492 0.48464191 0.59797975] [ 0.02601869] [ 0.42688031 0.65890525 0.49795618 0.50264381 0.2731737 0.50976744 0.51803726 0.63480008 0.57241134 0.36669304] [ 0.08044227] [ 0.20473503 0.56691929 0.47197323 0.37431502 0.41395159 0.77623986 0.38245009 0.52545367 0.48268137 0.53126318] [-0.53593987] [ 0.32863435 0.65820663 0.36426374 0.59175919 0.28809379 0.68740861 0.42984935 0.85607907 0.58441618 0.35740058] [-0.18878174] [ 0.49547856 0.44524925 0.66388384 0.37399671 0.48782536 0.53217762 0.53463694 0.52115633 0.4649435 0.41303471] [-0.8835525] [ 0.79878217 0.55450432 0.53588108 0.49852471 0.39650591 0.39877053 0.46010166 0.34719862 0.61470156 0.46812029] [ 0.3961584] [ 0.16856745 0.62764389 0.40155059 0.68367412 0.39193739 0.75661643 0.38067287 0.43664061 0.43209609 0.54223009] [ 0.07987249] [ 0.17976029 0.53149815 0.60592102 0.43590729 0.36096195 0.79634364 0.36784504 0.37196762 0.41743922 0.45263125] [-0.565919] [ 0.48898716 0.65897698 0.40981226 0.3768132 0.31370087 0.54814546 0.45705949 0.52485153 0.47831985 0.38663242] [-0.18407717] [ 0.48781627 0.51485019 0.54360236 0.44621504 0.34742654 0.4639834 0.43154632 0.50601441 0.52860069 0.41223575] [ 1.24167294] [ 0.5774781 0.3342527 0.69068828 0.31218076 0.52358819 0.55629977 0.5181761 0.53077976 0.43052631 0.43383093] [ 0.50520811] [ 0.10367096 0.39037718 0.65123287 0.43297099 0.43997918 0.88756619 0.35372251 0.37027117 0.41713881 0.51671725] [-0.38528458] [ 0.6323365 0.69202959 0.50545746 0.51344052 0.49286353 0.63918371 0.54577105 0.45191181 0.59098484 0.65715833] [-0.62687231] [ 0.78574444 0.56822603 0.48983908 0.51099503 0.31359373 0.46938135 0.47750637 0.44425023 0.5280028 0.63202042] [ 0.1517076] [ 0.45071362 0.51391636 0.64639677 0.24456884 0.34791695 0.41048372 0.54477133 0.61130542 0.52914958 0.26532375] [-0.1971441] [ 0.64764834 0.56284386 0.54339507 0.42879747 0.42430745 0.55302643 0.42313185 0.35079289 0.54359321 0.58741147] [-0.00994215] [ 0.13662991 0.41790968 0.67444848 0.43651332 0.3954188 0.73180719 0.44109511 0.39222139 0.40677905 0.4047213 ] [-0.35080486] [ 0.59599347 0.71741263 0.50235174 0.48743372 0.40716713 0.47534432 0.45711583 0.64013318 0.58557714 0.52889234] [ 0.49373831] [ 0.75275048 0.7409273 0.42733714 0.40976308 0.190886 0.41456643 0.50765157 0.66416504 0.71339335 0.49853642] [-0.01609716] [ 0.52729423 0.56113805 0.55962687 0.60409172 0.30538216 0.50586112 0.39479599 0.38801229 0.58281602 0.50258709] [-0.62077296] [ 0.21987853 0.58149379 0.52565237 0.56795091 0.42793193 0.5610486 0.42806245 0.58258966 0.60270904 0.33516839] [-1.24930869] [ 0.4794959 0.48544922 0.5222766 0.43585826 0.31557499 0.34337049 0.55291242 0.69420832 0.53375788 0.19459289] [ 0.1873795] [ 0.63763984 0.6118701 0.61865287 0.36466954 0.54067226 0.53562626 0.55208771 0.49380628 0.52699156 0.57519161] [ 0.08775178] [ 0.46127336 0.49149917 0.46637103 0.45913854 0.37381776 0.44406629 0.48212676 0.50856427 0.54464182 0.41453522] [ 0.04751965] [ 0.18536566 0.52869881 0.42787598 0.46409382 0.47576428 0.54638089 0.31843536 0.47423617 0.47371877 0.39189579] [-0.37090476] [ 0.35466337 0.69019994 0.42659061 0.55015811 0.2837087 0.65793203 0.48512102 0.61146388 0.54568801 0.46870777] [-1.13160307] [ 0.33037542 0.33889957 0.72413532 0.20422 0.34549975 0.47084992 0.50320999 0.58023539 0.49480182 0.19288581] [ 0.34725605] [ 0.19927617 0.46896792 0.62332217 0.46143451 0.55852656 0.73829351 0.43762602 0.33477252 0.41078035 0.59950694] [ 0.02939414] [ 0.6620925 0.54854913 0.52432477 0.42815392 0.34307761 0.48310713 0.48740603 0.44010567 0.52596223 0.59245567] [ 0.03335267] [ 0.32442365 0.53711885 0.43884138 0.56467171 0.29674068 0.54774504 0.38269909 0.39131924 0.46281874 0.42307694] [ 1.45743982] [ 0.67343937 0.57288186 0.60798376 0.28550748 0.46723969 0.37425803 0.57792036 0.48721762 0.61181152 0.38024879] [ 0.41198385] [ 0.13195619 0.36764959 0.65079171 0.47082841 0.51412131 0.81412881 0.42421004 0.26910417 0.4028529 0.43368729] [ 0.11087669] [ 0.26543846 0.54246532 0.55314214 0.43133028 0.46176224 0.7268697 0.48916929 0.43306583 0.46007449 0.53333671] [ 0.32282174] [ 0.19056082 0.53942991 0.63241859 0.48184988 0.33300336 0.74407456 0.34666916 0.4727057 0.57600178 0.45741589] [ 0.10552654] [ 0.17945284 0.516002 0.63906048 0.40284046 0.45770211 0.77794261 0.35976342 0.41463572 0.41149494 0.50766341] [ 0.11333514] [ 0.40704308 0.56441641 0.55873295 0.50308888 0.60355502 0.71720358 0.38821945 0.40660464 0.36005248 0.62970238] [-0.75267052] [ 0.7454177 0.60412819 0.48059082 0.46801495 0.26923544 0.52760845 0.48670923 0.42900637 0.52227326 0.58412521] [-0.62547577] [ 0.79519206 0.51446766 0.58455309 0.54471191 0.36171902 0.21809282 0.58603255 0.7588131 0.57465813 0.47541186] [ 0.02526278] [ 0.31770238 0.5391168 0.45900963 0.43051367 0.44943017 0.71717808 0.43893631 0.4792142 0.38434153 0.50447998] [ 0.02499987] [ 0.74192809 0.39017242 0.5915428 0.45090557 0.60622797 0.67651451 0.48044757 0.54503027 0.43710928 0.52073843] [ 0.4630509] [ 0.11139578 0.56094157 0.40108294 0.64569359 0.38279877 0.74495658 0.35356058 0.45100807 0.48598411 0.49660037] [-0.06848856] [ 0.1415797 0.40946471 0.67358016 0.37789383 0.41934203 0.74757962 0.51186643 0.4513738 0.43051087 0.43431575] [-1.24289157] [ 0.32462852 0.61162205 0.48833368 0.5110923 0.36822496 0.35307102 0.47527613 0.67391998 0.65745343 0.22690258] [-0.56924741] [ 0.30153781 0.47968633 0.63183737 0.37777849 0.39839303 0.50220618 0.46258664 0.39265419 0.48073919 0.33236771] [ 0.15502922] [ 0.22439304 0.6129956 0.54428552 0.42941394 0.37159845 0.74518958 0.35865008 0.63639621 0.49489789 0.50323343] [-0.21504434] [ 0.75068028 0.55031747 0.51244763 0.41308109 0.39607461 0.39792653 0.46710015 0.43843847 0.62653996 0.43890027] [-0.01819392] [ 0.35239477 0.62298098 0.43920724 0.67705763 0.45128221 0.61455292 0.37302294 0.48004842 0.53045801 0.53777034] [-0.58428107] [ 0.77391755 0.57765793 0.49065863 0.53034146 0.33595038 0.38337572 0.46271811 0.44177226 0.51846358 0.67693188] [-0.27178496] [ 0.64383885 0.63883614 0.44486844 0.50214255 0.23777542 0.46193346 0.45668271 0.55942927 0.62288851 0.46383463] [-0.14665973] [ 0.57815292 0.58570785 0.61351799 0.62005917 0.38833867 0.44739137 0.41157002 0.55717571 0.61298868 0.39154512] [ 0.06644463] [ 0.4950148 0.76740473 0.44617453 0.58632675 0.37779129 0.70369342 0.5601925 0.49779184 0.59863076 0.6430975 ] [-0.49428567] [ 0.30137111 0.58184816 0.44295782 0.63224991 0.39006695 0.57396311 0.43770169 0.47913177 0.37611984 0.42408761] [ 0.01579127] [ 0.64886423 0.62281299 0.57807347 0.41177648 0.48900774 0.36016965 0.55009228 0.62984513 0.59219033 0.45978537] [-0.24551517] [ 0.55237977 0.644353 0.37573362 0.48752894 0.55658973 0.59042209 0.41225862 0.33650714 0.50596077 0.67801975] [-0.18727521] [ 0.24145922 0.72689583 0.41487524 0.69823942 0.39160177 0.68835132 0.41056261 0.54469085 0.63731627 0.50980688] [ 0.48836882] [ 0.19411784 0.41800054 0.53434749 0.54439323 0.44862159 0.75866842 0.32846452 0.3884448 0.43095889 0.49930383] [-0.12503614] [ 0.72868046 0.46115304 0.73221164 0.33815463 0.55439692 0.39516494 0.49418445 0.44160031 0.53894133 0.3956764 ] [ 0.24276423] [ 0.15151783 0.5258519 0.49491751 0.40882046 0.36963711 0.7742978 0.30119681 0.35994805 0.38436357 0.47124294] [-0.30215246] [ 0.40693437 0.62457825 0.39838239 0.50717605 0.4311113 0.61836072 0.32821738 0.45669555 0.45544868 0.60323275] [-0.16928509] [ 0.56512267 0.60488291 0.5526124 0.58878442 0.42815314 0.51229794 0.41514585 0.59588272 0.61568606 0.43893412] [ 2.05232972] [ 0.53607253 0.52540833 0.50051109 0.39922194 0.30125586 0.42422801 0.54186781 0.7374646 0.54783314 0.2272559 ] [ 0.11622673] [ 0.32211825 0.72185929 0.45906088 0.43651798 0.63215903 0.70280647 0.38511369 0.40692075 0.53197179 0.65123778] [-0.14669179] [ 0.47408099 0.32704868 0.586206 0.27451362 0.47380793 0.59624739 0.38704922 0.53809753 0.33304294 0.38795661] [-0.46029854] [ 0.71002258 0.60824785 0.54733137 0.30781908 0.33473706 0.46705432 0.47529458 0.56728441 0.62273735 0.5296681 ] [-0.20780139] [ 0.26876078 0.68817231 0.48784747 0.61833915 0.43684985 0.62910461 0.36830612 0.58069482 0.69264366 0.50053906] [ 0.26022672] [ 0.29711719 0.64967595 0.50530026 0.36758216 0.36355654 0.62631754 0.44706449 0.68521085 0.64152994 0.40190985] [-0.11836297] [ 0.25742631 0.61574103 0.3346051 0.45126414 0.41446841 0.7199654 0.38567292 0.57401258 0.54237668 0.45954213] [-0.01714667] [ 0.1804495 0.54933325 0.43974938 0.46175141 0.46335865 0.79270561 0.43384787 0.50635178 0.59704105 0.53855686] [-0.43416793] [ 0.77819592 0.58934994 0.5521445 0.4095298 0.37192486 0.40791323 0.49134447 0.39944652 0.67728556 0.5038084 ] [ 0.30064742] [ 0.45795039 0.59306537 0.49325454 0.61905765 0.28906646 0.73008526 0.38795424 0.44886106 0.47074777 0.59712065] [-0.36312776] [ 0.25255433 0.29072273 0.73512858 0.3427346 0.42665435 0.61552308 0.48711021 0.37054482 0.37260204 0.30053315] [ 0.06762624] [ 0.49006177 0.68035349 0.45795259 0.58106307 0.305569 0.65103314 0.41485138 0.28745213 0.6093508 0.66943339] [-0.13739013] [ 0.59443508 0.52100799 0.42831796 0.41611203 0.39476004 0.43579751 0.40329811 0.45543975 0.43489543 0.52625152] [ 0.19001475] [ 0.16924531 0.60597809 0.51152854 0.46336603 0.46844862 0.66304506 0.32855394 0.34858725 0.42583733 0.48978166] [-0.5350454] [ 0.47329467 0.63614441 0.36608585 0.62824961 0.25891085 0.49212067 0.4404977 0.56000316 0.53251936 0.55471786] Progress: 85.4% ... Training loss: 0.305 ... Validation loss: 0.491[-0.17079867] [ 0.68454429 0.74181152 0.3890393 0.50744333 0.30766923 0.30474396 0.43267213 0.55723234 0.61452998 0.62881023] [-0.27066242] [ 0.34207451 0.36699381 0.60120797 0.43456513 0.48024202 0.70417232 0.50859611 0.42223493 0.42317264 0.4673299 ] [ 0.09824977] [ 0.16467297 0.54743685 0.51099218 0.53294458 0.49722247 0.81589518 0.38167767 0.53648497 0.51579257 0.51407818] [ 0.16141708] [ 0.22413705 0.42552678 0.52961162 0.37864477 0.45987463 0.70480174 0.34762627 0.42519825 0.3580814 0.4105693 ] [-1.07918399] [ 0.52663985 0.64499726 0.43503272 0.59664896 0.44847662 0.37100283 0.52914591 0.70309529 0.57701276 0.34764446] [ 0.28528474] [ 0.35908797 0.62125386 0.46184631 0.60089955 0.28020463 0.61662431 0.37091295 0.30426311 0.58563296 0.52714193] [ 0.36999259] [ 0.30113941 0.37962143 0.56631881 0.31165432 0.45170065 0.60014101 0.36742982 0.47779773 0.43748858 0.30894179] [ 0.27033619] [ 0.39097096 0.35536361 0.69057697 0.31530426 0.60219961 0.64264011 0.38070103 0.41274423 0.45109741 0.48035364] [-0.04781028] [ 0.68805565 0.51408781 0.60046864 0.3357843 0.33679486 0.31868962 0.4971099 0.57487392 0.51273758 0.38235841] [-0.34476775] [ 0.31406367 0.56320402 0.50048136 0.43563087 0.43634622 0.56556734 0.43649146 0.41557928 0.57803663 0.51334631] [ 0.12002621] [ 0.52803973 0.69281961 0.46145592 0.41553105 0.36099463 0.51043264 0.59434347 0.64887142 0.60798756 0.4271896 ] [-0.04042237] [ 0.3180574 0.44133602 0.44140093 0.64087828 0.35124008 0.56853459 0.50811614 0.47623237 0.43393151 0.40431391] [-0.40549328] [ 0.42469598 0.65542371 0.4267719 0.68376439 0.38636471 0.65338618 0.48101793 0.45729858 0.60039148 0.48814661] [ 0.4889145] [ 0.1887618 0.55978994 0.51828993 0.52023243 0.27945634 0.64952048 0.43127557 0.54354672 0.50840367 0.30803557] [ 1.31994877] [ 0.54912047 0.5634666 0.51779274 0.43699613 0.43530044 0.41263744 0.38035427 0.43519807 0.56366298 0.45136311] [-0.17937195] [ 0.73671291 0.8021895 0.50771547 0.340486 0.3953843 0.50498029 0.5958552 0.51572185 0.61561967 0.70841727] [ 1.11096725] [ 0.48229258 0.60571185 0.39914393 0.44518652 0.36821141 0.49613709 0.47304765 0.61329624 0.55168189 0.39015229] [-0.1670119] [ 0.61354996 0.53957284 0.50370185 0.25959456 0.48964772 0.56162027 0.53831271 0.43756659 0.42472565 0.46446719] [ 0.16325723] [ 0.14751775 0.35891172 0.37361255 0.5168876 0.50277353 0.77984255 0.33401777 0.47383305 0.26623403 0.28820325] [ 0.03055328] [ 0.51668028 0.55208045 0.45736705 0.46754909 0.34838324 0.60490453 0.40823316 0.58704857 0.66599866 0.43279196] [ 0.56217884] [ 0.33055685 0.51378765 0.53250386 0.4340099 0.38716313 0.7387881 0.37370612 0.7127587 0.46410963 0.42940928] [ 0.03200603] [ 0.3523268 0.56201698 0.53253841 0.43599252 0.50127165 0.68923998 0.47081245 0.38023733 0.49934159 0.627386 ] [ 0.40296159] [ 0.5266921 0.69082609 0.44804419 0.50669397 0.44189137 0.63944368 0.42527961 0.52573929 0.52674301 0.5772235 ] [ 1.01490991] [ 0.67052889 0.58543011 0.5415709 0.30288326 0.43644796 0.30664632 0.62705372 0.60814184 0.56220935 0.37106948] [ 0.11335513] [ 0.55539613 0.48468995 0.54313127 0.34635877 0.41591888 0.39851233 0.46014315 0.52977369 0.47475601 0.47122691] [ 0.51173225] [ 0.49520909 0.66637743 0.43084731 0.62826922 0.29154205 0.53426384 0.52783432 0.61694211 0.56731035 0.46509244] [-0.32606443] [ 0.4298695 0.53351281 0.49074589 0.25820613 0.41495157 0.49093535 0.43913081 0.50992535 0.51309018 0.34013586] [ 0.13605738] [ 0.35581084 0.70699079 0.33887748 0.67227082 0.2246889 0.56411335 0.38199937 0.57664668 0.55809102 0.53538031] [ 0.19290563] [ 0.3791251 0.42999873 0.49165797 0.48702709 0.60537169 0.67437366 0.4994961 0.30959481 0.2904574 0.57544051] [ 0.33149401] [ 0.65883776 0.57077389 0.41704618 0.43249874 0.29450447 0.52518797 0.47076221 0.41529999 0.52448404 0.49617019] [ 1.10373041] [ 0.63235011 0.29664406 0.67837932 0.3483093 0.51704258 0.59908342 0.48318289 0.40439115 0.38492677 0.43021437] [ 0.082277] [ 0.67376492 0.31422021 0.60591971 0.36258186 0.41826881 0.43331559 0.4556198 0.46520842 0.49236352 0.38264277] [-1.29139668] [ 0.51967995 0.49185474 0.59815672 0.28304712 0.37046121 0.51599288 0.53913845 0.77067849 0.56989467 0.33247526] [-0.03658791] [ 0.42413946 0.62605485 0.40742109 0.43294958 0.3510072 0.74394103 0.44861218 0.60978393 0.43153912 0.50801805] [ 0.89294028] [ 0.64716489 0.44135238 0.57803245 0.38551103 0.28799603 0.28709515 0.52338782 0.68431532 0.53292696 0.28275741] [ 0.52516068] [ 0.6253763 0.51787752 0.56317521 0.37483073 0.32882949 0.4542154 0.54966242 0.46013222 0.58043449 0.46787279] [-0.60561711] [ 0.31043262 0.54796602 0.5256755 0.49565787 0.43546347 0.5630328 0.48695556 0.55379861 0.46326657 0.30460775] [ 0.40200973] [ 0.14196412 0.48566975 0.50118665 0.49898483 0.45936833 0.68471033 0.36533206 0.34187758 0.44150181 0.45062839] [-0.41450166] [ 0.5848696 0.79826524 0.37276997 0.43195982 0.20811197 0.38930811 0.48159512 0.70741943 0.71952587 0.49733136] [-1.57815021] [ 0.46560773 0.37499715 0.65393154 0.26499764 0.29976721 0.40019901 0.52737143 0.53616638 0.55375755 0.19155812] [-0.15318422] [ 0.68979606 0.48276395 0.55057159 0.31484346 0.39653746 0.55745846 0.44531564 0.47912768 0.42940244 0.55168078] [ 0.82900431] [ 0.24625716 0.39891588 0.56876452 0.47956437 0.4948897 0.61094819 0.39611246 0.4408483 0.39722691 0.32491583] [ 0.65157965] [ 0.45252857 0.67265552 0.47457384 0.58960866 0.40422537 0.39964852 0.4471625 0.61607911 0.54645762 0.43937913] [ 0.11906102] [ 0.22391408 0.63721783 0.35642048 0.64841487 0.41751659 0.72426517 0.4210917 0.48740939 0.38895596 0.53422602] [ 0.45981154] [ 0.22405289 0.66183556 0.41020096 0.59635799 0.35577283 0.70840518 0.29144011 0.43063242 0.41056691 0.6249808 ] [ 0.24066047] [ 0.41725515 0.39610841 0.39527766 0.48141134 0.38473031 0.68146698 0.40487781 0.52605964 0.30077565 0.40100501] [-0.46046523] [ 0.43655522 0.58994528 0.47145444 0.49256442 0.43824341 0.61077476 0.57423067 0.37920129 0.63576803 0.55222907] [-0.0545922] [ 0.60880936 0.62550019 0.49095312 0.45305965 0.37314146 0.36815537 0.4037957 0.53760938 0.63527137 0.58045197] [ 0.15607984] [ 0.36927954 0.34119616 0.60293054 0.2855175 0.51508862 0.6085026 0.54193153 0.48853952 0.43261023 0.342203 ] [-0.81220431] [ 0.23725258 0.44609775 0.55625848 0.58929511 0.30099391 0.59942593 0.48309865 0.67243637 0.48129487 0.18912374] [ 0.39926947] [ 0.39462822 0.64512435 0.41278779 0.69930222 0.32280455 0.65220886 0.43558815 0.3463963 0.54345543 0.54259311] [-0.21278412] [ 0.72700004 0.34842551 0.60758331 0.32092114 0.40652522 0.5310316 0.49811075 0.58373324 0.45562905 0.34162587] [-0.52553886] [ 0.62059233 0.6243687 0.41269822 0.54079776 0.36925696 0.38774136 0.46232328 0.43085333 0.53826302 0.65819829] [ 0.0875888] [ 0.22212683 0.46821881 0.57807615 0.46020778 0.52606857 0.80480728 0.38221712 0.46252513 0.4624424 0.49242962] [ 0.17134419] [ 0.14613567 0.69767646 0.39706731 0.60778989 0.38310281 0.79130996 0.33611763 0.57702341 0.61037951 0.65010022] [-0.1930835] [ 0.56927551 0.48934758 0.59235764 0.34239342 0.43155821 0.40718228 0.51191366 0.4079147 0.59013496 0.31092599] [-0.11058189] [ 0.64686784 0.58706949 0.59394485 0.38682799 0.37734132 0.4387253 0.56559632 0.48736006 0.68543675 0.50337154] [-0.12701707] [ 0.48598485 0.5198415 0.53121187 0.22596766 0.34894171 0.34935847 0.47763566 0.67000025 0.51348968 0.31712212] [ 0.84268943] [ 0.68022044 0.66359678 0.57052405 0.41127221 0.38714122 0.41405885 0.53663094 0.6800148 0.660849 0.39385378] [-0.05098024] [ 0.49029899 0.62414772 0.42353063 0.35363898 0.40388622 0.64979971 0.49372291 0.50510402 0.45247887 0.48463262] [-0.46153835] [ 0.61898467 0.68665004 0.49823684 0.27313757 0.44635647 0.44975859 0.51169615 0.49947667 0.56014553 0.65890342] [ 1.2600462] [ 0.61898806 0.44447892 0.55951547 0.427474 0.46280751 0.38519195 0.53109011 0.65469761 0.56960649 0.24260745] [ 0.2686805] [ 0.2719937 0.82925962 0.24375889 0.79833629 0.33488806 0.76859363 0.42365059 0.60042635 0.53524874 0.73658988] [ 0.76852379] [ 0.68696615 0.62939714 0.5833504 0.42518693 0.36261779 0.57397465 0.53277183 0.4759446 0.51987719 0.54414373] [-0.26756774] [ 0.42695309 0.76200121 0.36367663 0.53499343 0.29806923 0.60177074 0.38200451 0.4767825 0.59982316 0.60749034] [ 0.28389631] [ 0.17319471 0.62895543 0.41606568 0.62545768 0.42607738 0.7555468 0.30399117 0.47203814 0.43552967 0.53560445] [ 0.13983946] [ 0.41037133 0.75287493 0.42441936 0.69164836 0.44694872 0.71398884 0.31210945 0.51061079 0.52164257 0.68082891] [ 0.02630691] [ 0.49485041 0.4768653 0.53729184 0.499135 0.38192797 0.49171727 0.48591081 0.45739941 0.51763608 0.48277888] [-0.58254463] [ 0.82310076 0.40884671 0.59209886 0.32371602 0.4013517 0.37071521 0.55816276 0.37412459 0.54590652 0.49034866] [-0.08628118] [ 0.83349771 0.47542912 0.5342537 0.36749679 0.3368521 0.31463474 0.52137012 0.39832523 0.57987807 0.41603197] [ 0.20804572] [ 0.35728411 0.69077458 0.48970982 0.37638183 0.35480216 0.56396145 0.49627525 0.6546677 0.66743456 0.42490129] [ 0.41501624] [ 0.6581712 0.68812928 0.49630879 0.36297712 0.36372471 0.43028459 0.54323995 0.57576119 0.63495862 0.45598348] [-0.70978207] [ 0.7590189 0.73560813 0.43360378 0.4800236 0.3158016 0.37276697 0.50104297 0.44256548 0.64791957 0.56393414] [ 0.23507126] [ 0.53512696 0.50000037 0.52983193 0.37031646 0.37384612 0.47288849 0.54165974 0.59621304 0.52175576 0.37660435] [ 0.58197258] [ 0.08092328 0.3967494 0.53424402 0.60008929 0.48984742 0.78954583 0.33542005 0.30027055 0.25703913 0.35172802] [-0.18586616] [ 0.55098595 0.69725879 0.45526904 0.47264675 0.41054768 0.58186924 0.42504228 0.52925991 0.57923499 0.4725928 ] [ 0.27945576] [ 0.1154668 0.32745123 0.72711804 0.35671521 0.57576624 0.81316331 0.43466998 0.28545251 0.38369843 0.33249559] [-0.07225949] [ 0.31921894 0.69444371 0.37159104 0.63608107 0.42195768 0.69436986 0.50823688 0.59283939 0.54896883 0.53576092] [ 0.13739093] [ 0.434548 0.69025367 0.38972033 0.59620424 0.25162137 0.55165639 0.47837855 0.49742277 0.53596717 0.49240062] [-0.14681636] [ 0.5189644 0.48820636 0.46430976 0.56927858 0.24811604 0.46823577 0.51795183 0.78953669 0.50406491 0.27951265] [-0.19320144] [ 0.46969133 0.51377779 0.55898273 0.42260555 0.47762244 0.59083898 0.44624295 0.49579459 0.47922784 0.42824806] [ 1.04269584] [ 0.70449428 0.65346866 0.48034723 0.38351098 0.36503003 0.36692897 0.53516995 0.47621392 0.59255776 0.52753281] [ 0.06737738] [ 0.32293175 0.7063739 0.4304654 0.54937872 0.31414608 0.71612335 0.4393285 0.34782995 0.63219446 0.68115063] [ 0.20766734] [ 0.71892067 0.45433611 0.61415343 0.43980638 0.35373707 0.39780472 0.5145959 0.41805433 0.58952509 0.44246975] [ 0.00924489] [ 0.43065294 0.6825929 0.41396224 0.68818266 0.51766073 0.65204379 0.50918855 0.33700055 0.50152048 0.62397329] [ 1.03412465] [ 0.38087534 0.48588142 0.43421875 0.49573192 0.47125654 0.51452038 0.53792945 0.60518237 0.44572282 0.49773658] [-1.56893595] [ 0.54326336 0.67402866 0.45253709 0.47316495 0.26552365 0.36214569 0.54102092 0.619331 0.62533958 0.3964146 ] [ 0.50774919] [ 0.73226725 0.66472057 0.43060465 0.48375202 0.2810766 0.27062834 0.47037632 0.45153522 0.65838385 0.49729207] [ 0.40930341] [ 0.1385216 0.48996609 0.60527543 0.43754341 0.39172773 0.87514167 0.34029167 0.43424701 0.41592175 0.52672642] [ 0.14449594] [ 0.30463576 0.65039844 0.35485029 0.70725883 0.41551196 0.82777352 0.47545128 0.60626599 0.45251074 0.5799044 ] [-0.67846532] [ 0.26660252 0.53132965 0.52513405 0.53925871 0.33783743 0.68016806 0.34552595 0.65901988 0.46986826 0.37814314] [ 0.1028917] [ 0.64922894 0.5923563 0.52805173 0.35698681 0.37547596 0.41899493 0.46810245 0.5360013 0.65887228 0.52217795] [ 0.06679256] [ 0.19224295 0.37067012 0.61644364 0.41427742 0.44106195 0.6621504 0.41747951 0.41686565 0.41549253 0.39061624] [-0.1331007] [ 0.64949201 0.50421778 0.64910132 0.34260593 0.46524479 0.48551571 0.47937885 0.50000383 0.4908054 0.38358999] [ 0.53173453] [ 0.52014794 0.64342951 0.43305881 0.63558909 0.26579314 0.60465581 0.46749091 0.50160902 0.56957386 0.61335857] [-0.38056283] [ 0.35500319 0.62073198 0.50994719 0.61446573 0.26694905 0.64987091 0.39767254 0.45146784 0.43433676 0.53959414] [-0.08242033] [ 0.1991377 0.69265833 0.45355824 0.45700962 0.44036417 0.673788 0.39974772 0.43459841 0.51444811 0.56002508] [ 0.95762774] [ 0.74584798 0.5168581 0.62481224 0.36534161 0.46597018 0.33080237 0.48139453 0.48412167 0.57352885 0.34541124] [-1.13690336] [ 0.30350756 0.6859505 0.37360269 0.62066542 0.29427269 0.48627961 0.50937824 0.6282683 0.62571226 0.31891922] [ 1.26869783] [ 0.21522717 0.58036298 0.46713165 0.58880805 0.3750987 0.58704634 0.30380311 0.48836833 0.61463103 0.36148908] [ 1.26391754] [ 0.85310181 0.62608862 0.52356051 0.28148849 0.26536708 0.20148121 0.5771604 0.56566876 0.65699002 0.44315292] [-0.03564916] [ 0.23470783 0.35413507 0.65585732 0.40198541 0.39622756 0.81224463 0.36550448 0.42929105 0.38282398 0.4078547 ] [ 0.43821916] [ 0.11821069 0.59733171 0.45894576 0.64685844 0.49930736 0.81209978 0.39142357 0.41075521 0.57162073 0.53125236] [ 0.97723059] [ 0.71744141 0.57875597 0.5203234 0.40675212 0.31537669 0.48265944 0.48881541 0.38172911 0.51049941 0.55749773] [-1.37171511] [ 0.51778879 0.38897538 0.59707824 0.36019623 0.35137862 0.34358574 0.54051221 0.6201488 0.46226239 0.17333663] [ 0.71298526] [ 0.35558362 0.74955236 0.33954496 0.65200263 0.21579681 0.53428625 0.44617077 0.60432401 0.56211634 0.51550129] [-0.25402346] [ 0.48815845 0.68018326 0.37604564 0.6766365 0.22320674 0.67124966 0.34621631 0.47762171 0.58076658 0.57671439] [ 0.55901971] [ 0.66729925 0.5051602 0.63585818 0.46307486 0.38229871 0.48913886 0.48889976 0.75209203 0.51700532 0.37818147] [-0.83017227] [ 0.72269206 0.71849828 0.48263644 0.33346414 0.36500507 0.42609683 0.55565398 0.51745037 0.64365822 0.62136429] [ 0.02024911] [ 0.20109446 0.57413524 0.57724815 0.40093828 0.38755345 0.69596805 0.41411392 0.60768875 0.49672557 0.4702325 ] [ 0.73111183] [ 0.37275629 0.41985783 0.56498831 0.45853385 0.41480306 0.54693381 0.48191025 0.59698333 0.49019037 0.28553211] [ 0.8454849] [ 0.3435427 0.40676293 0.69899015 0.37096821 0.36720107 0.6291541 0.39488548 0.44454409 0.54352451 0.35168086] [ 0.14750889] [ 0.14091622 0.42917677 0.51443968 0.62473854 0.45494532 0.68875077 0.43222401 0.48819688 0.4921913 0.41463051] [-0.24889611] [ 0.28529401 0.66235793 0.51241484 0.43919437 0.51087828 0.68650519 0.35170249 0.54493887 0.49969341 0.56976888] [ 1.89323526] [ 0.70292659 0.32156391 0.54331111 0.40155988 0.36500797 0.29524495 0.52636925 0.56467818 0.42570555 0.3127325 ] [-0.54200958] [ 0.46780507 0.60943826 0.55878419 0.43962304 0.2631536 0.43743418 0.53127021 0.72217966 0.51353115 0.29329188] [ 1.88948021] [ 0.70416678 0.5169541 0.48397224 0.30284999 0.42169801 0.31367506 0.56702862 0.58796701 0.55143974 0.30179659] [ 0.41970993] [ 0.24221709 0.5399414 0.49293763 0.43073836 0.4374892 0.60305141 0.3210407 0.49572504 0.48768728 0.36326734] [ 0.52691239] [ 0.73194536 0.25546214 0.60436645 0.22756692 0.52808307 0.26149949 0.55155869 0.38190956 0.47305724 0.3010863 ] [-0.25575271] [ 0.2556888 0.50355106 0.50420418 0.65140776 0.42114117 0.60263785 0.44814766 0.53019893 0.5253517 0.41739449] [-0.16957961] [ 0.56696027 0.5987262 0.47212773 0.60115943 0.33353452 0.63219158 0.50049306 0.54638151 0.4871613 0.49874058] [ 0.063277] [ 0.40437802 0.26031006 0.67635265 0.17913456 0.53420341 0.54897549 0.50760879 0.42915392 0.38874977 0.31166956] [ 0.12949919] [ 0.40818205 0.68487494 0.45017218 0.61205146 0.32193578 0.50897748 0.52145749 0.63336744 0.5234704 0.54528724] [ 0.30929556] [ 0.41052691 0.61431088 0.60817472 0.47517847 0.49462022 0.76288564 0.4175405 0.53629003 0.44771994 0.58043171] [-1.18103275] [ 0.50721658 0.75266811 0.51708577 0.53871616 0.28916348 0.50699105 0.49117517 0.58886012 0.59800566 0.43436129] [ 0.62117208] [ 0.56285265 0.69952898 0.41464932 0.67662483 0.26736647 0.44153767 0.45945962 0.46747462 0.59903934 0.65046171] [ 0.18700449] [ 0.58834906 0.21469724 0.65676323 0.2488103 0.55173865 0.42126389 0.49594142 0.43175913 0.45007294 0.279989 ] [-0.02402375] [ 0.6205032 0.66191447 0.46638501 0.48859332 0.327082 0.59503676 0.46041055 0.55967628 0.60514232 0.66281109] Progress: 85.7% ... Training loss: 0.303 ... Validation loss: 0.466[ 0.19676332] [ 0.29662872 0.34004415 0.61403992 0.30642148 0.41710666 0.66106449 0.3940359 0.51569459 0.46166704 0.40053126] [ 0.02891828] [ 0.32958819 0.50258993 0.43793998 0.5307944 0.41053168 0.70075226 0.46609693 0.65425297 0.54279366 0.47497829] [ 0.09510881] [ 0.49603042 0.70569463 0.35109325 0.44585723 0.24896615 0.55240411 0.43854594 0.52912722 0.52333587 0.49711243] [-0.78329397] [ 0.5791178 0.47859409 0.59641514 0.35718187 0.48434789 0.65063982 0.50189758 0.40049285 0.36507646 0.51559981] [ 0.09066247] [ 0.24779976 0.73684944 0.2923881 0.65990055 0.39086079 0.66513357 0.34547282 0.46344938 0.50543345 0.6208803 ] [-0.56271365] [ 0.60111879 0.51271691 0.50207207 0.46640696 0.47383249 0.46428585 0.45253446 0.43308083 0.62090399 0.52193138] [ 0.39215136] [ 0.10485068 0.55641286 0.47341952 0.61501519 0.47655638 0.73983694 0.44025516 0.4439679 0.44463622 0.40112971] [-0.39088202] [ 0.61925143 0.67157162 0.48538241 0.54643822 0.39284771 0.48536911 0.62048074 0.54432417 0.68876543 0.45017418] [-0.22856404] [ 0.19478308 0.63974817 0.39395225 0.56404041 0.25520704 0.71308513 0.35566358 0.59721689 0.52030394 0.45283284] [-0.13016183] [ 0.34344385 0.51326497 0.4295957 0.66982649 0.28086708 0.53684159 0.37914293 0.42697466 0.43511133 0.42366794] [-0.27991942] [ 0.5210427 0.38693266 0.52921744 0.54230022 0.41917556 0.51684166 0.42640804 0.37045422 0.51438342 0.45553023] [ 0.2635525] [ 0.15139859 0.52504988 0.60889717 0.45034554 0.5183441 0.80671101 0.36964775 0.37693135 0.47395978 0.54775608] [-0.53651433] [ 0.57158344 0.62410486 0.51089059 0.39582174 0.36341129 0.59270282 0.52571319 0.43495734 0.60929018 0.59372839] [-0.27114523] [ 0.52996323 0.77102347 0.49163572 0.55390315 0.31361667 0.53503082 0.39965133 0.68946716 0.74155909 0.53803666] [-0.43280061] [ 0.57108775 0.64216053 0.42327277 0.50874538 0.55567361 0.56502174 0.44032136 0.4039293 0.54391197 0.57345415] [-0.2155301] [ 0.27801922 0.49946529 0.47474307 0.52685942 0.34980512 0.72110398 0.35423508 0.48503443 0.39085809 0.45312968] [ 0.08324015] [ 0.45257542 0.73543871 0.4145122 0.5581648 0.26700625 0.51818931 0.58585967 0.65970211 0.58861224 0.45344262] [-0.05594382] [ 0.30989449 0.57946598 0.49012741 0.47011737 0.45531795 0.67848721 0.38803566 0.64085751 0.53202827 0.48045787] [ 0.64103862] [ 0.64120664 0.35125397 0.66656061 0.31944372 0.45442131 0.54356706 0.51027693 0.4766688 0.41929149 0.36915735] [ 0.70763763] [ 0.55330638 0.69442575 0.43308867 0.62116875 0.24747134 0.4740924 0.48175082 0.49551729 0.67932826 0.46532417] [-0.03967517] [ 0.31269266 0.47074673 0.4882853 0.27614361 0.49918177 0.78069592 0.39161428 0.54940644 0.41169239 0.47120646] [-0.48381833] [ 0.60274083 0.56665029 0.51773764 0.3479828 0.43318003 0.5193762 0.42272122 0.55054075 0.47758111 0.60688833] [-0.66088618] [ 0.56876646 0.74746606 0.34266522 0.57559287 0.31357092 0.64862032 0.34417725 0.46597456 0.57276902 0.66457581] [-0.16748922] [ 0.21256041 0.58473826 0.4815105 0.54902223 0.40895502 0.53419002 0.46843608 0.44280757 0.52729331 0.50659065] [ 0.08617148] [ 0.64786201 0.52341597 0.58757504 0.30733498 0.41626261 0.49238086 0.59905939 0.48391296 0.56637012 0.52174 ] [ 0.00170537] [ 0.20567905 0.60335524 0.60494064 0.38452827 0.43129063 0.77139955 0.37958173 0.41637582 0.54024558 0.50278431] [ 0.2635525] [ 0.15139859 0.52504988 0.60889717 0.45034554 0.5183441 0.80671101 0.36964775 0.37693135 0.47395978 0.54775608] [-0.14667894] [ 0.44130021 0.52910984 0.46650307 0.5324448 0.40015801 0.60362025 0.46210198 0.41318199 0.46376581 0.44466369] [-0.31820756] [ 0.72654724 0.59936613 0.53311877 0.3182164 0.31762973 0.39088023 0.5448842 0.45466106 0.51858285 0.42129213] [-0.81230144] [ 0.55328839 0.4698892 0.62229062 0.22453257 0.57434023 0.49131782 0.44437428 0.47107874 0.40007775 0.47627458] [-0.02514477] [ 0.2868365 0.72047725 0.42876984 0.61363043 0.30251148 0.59645493 0.54026938 0.63082411 0.5514955 0.50160126] [ 0.10014973] [ 0.29310801 0.2096098 0.66785672 0.2672854 0.60651279 0.63169757 0.47251375 0.62302355 0.33596854 0.49398604] [-0.39649195] [ 0.49569284 0.54815206 0.53521485 0.52900705 0.47643336 0.40866143 0.55173463 0.52493629 0.55749475 0.39877906] [ 0.1364505] [ 0.250132 0.75521256 0.321621 0.71226423 0.29436278 0.69383103 0.3091573 0.5307049 0.50281225 0.67242516] [-0.29238716] [ 0.60811817 0.48044423 0.60201476 0.40262979 0.44296228 0.52696702 0.42736746 0.50420045 0.53371206 0.53199391] [-0.19303673] [ 0.81495153 0.46265214 0.57224381 0.42652151 0.30280613 0.37141504 0.45838432 0.37246359 0.58874668 0.40577196] [-0.26030428] [ 0.79150448 0.66941038 0.49828613 0.35236867 0.34578772 0.43314634 0.54835561 0.42755678 0.60311259 0.66467806] [-0.23048784] [ 0.50521403 0.64299725 0.45485901 0.65844967 0.23968245 0.57114551 0.34291164 0.33723499 0.51278379 0.51672547] [-0.52991071] [ 0.4191453 0.56399028 0.45314482 0.46424798 0.39872063 0.60083737 0.48835241 0.64898531 0.45437341 0.47549227] [ 2.26555223] [ 0.72929796 0.55593989 0.55001595 0.32901277 0.2900328 0.2678937 0.53709718 0.67365542 0.57335387 0.32291253] [-0.54243672] [ 0.4954579 0.72242618 0.37438443 0.67221679 0.24439613 0.52702526 0.37589012 0.43962557 0.59253412 0.62968272] [ 0.19160371] [ 0.18000734 0.63547104 0.36310942 0.65303316 0.46296724 0.71360423 0.45536169 0.41075724 0.41027609 0.5807301 ] [-0.15048207] [ 0.79140046 0.46327718 0.49447147 0.46946275 0.37125842 0.43166507 0.48836855 0.37597613 0.53185307 0.41216044] [-0.39450352] [ 0.54009457 0.53668481 0.5154117 0.37333437 0.41823889 0.68943285 0.4283708 0.61785433 0.60378999 0.49459847] [-0.20246723] [ 0.25678033 0.65473161 0.35942885 0.6225306 0.40470036 0.67422831 0.36264013 0.6171354 0.47474186 0.41056662] [-0.06514544] [ 0.19474894 0.33607932 0.6744627 0.50047797 0.4036955 0.72471368 0.34413639 0.37465863 0.31916779 0.42256204] [ 0.37339931] [ 0.56384818 0.49027324 0.57421583 0.3337332 0.34735426 0.57518416 0.47540917 0.79911273 0.55288873 0.34399181] [-0.27255799] [ 0.1280993 0.59160622 0.44335751 0.59940889 0.29170435 0.71439739 0.38156759 0.56355787 0.43361013 0.38087336] [-0.28870525] [ 0.53804987 0.47996609 0.66623221 0.15952822 0.39997077 0.29854968 0.56002137 0.57509572 0.54865472 0.30395563] [-0.50628415] [ 0.41725032 0.59937667 0.51628822 0.60589046 0.40827431 0.59419587 0.48417705 0.55406927 0.53776912 0.42852886] [ 0.1725238] [ 0.50638369 0.5780731 0.53062891 0.40720831 0.3384083 0.45593412 0.47711735 0.78558983 0.57865155 0.40652397] [ 0.17156791] [ 0.0857615 0.63073468 0.57389179 0.42759667 0.40240438 0.81084232 0.40997072 0.43116815 0.45629585 0.49934554] [-1.12366591] [ 0.5076404 0.64186757 0.5597209 0.60187587 0.39305977 0.53856343 0.43925729 0.63242092 0.51667099 0.48207415] [-0.2379842] [ 0.21582642 0.47649442 0.57120504 0.4701338 0.45550783 0.73590249 0.35343844 0.44458484 0.48196159 0.42805646] [-0.81765615] [ 0.59298022 0.58359853 0.49408408 0.58661511 0.49005311 0.67297656 0.34900312 0.59271418 0.46735739 0.57947743] [-0.64701026] [ 0.3868782 0.77098509 0.30013457 0.68966764 0.30669781 0.59323866 0.44346496 0.56621288 0.54785585 0.59235668] [-0.02620688] [ 0.29713772 0.60043661 0.44412052 0.53547444 0.37779161 0.74084678 0.41670595 0.62250567 0.44503524 0.53043455] [ 0.88084502] [ 0.55041376 0.58941423 0.5389817 0.43183068 0.32734507 0.39005215 0.49079888 0.64629843 0.64434412 0.435168 ] [-0.3218096] [ 0.18541823 0.54921956 0.41332311 0.34266867 0.33546513 0.52780479 0.4911426 0.5758973 0.56910793 0.2550493 ] [-0.40512464] [ 0.37897327 0.61700943 0.3307005 0.75761114 0.32085924 0.46493955 0.52434138 0.60411942 0.47524171 0.6943148 ] [ 0.01106646] [ 0.41650689 0.57782629 0.36443374 0.66538219 0.33818029 0.51510573 0.46769127 0.46144799 0.48747803 0.74766862] [-0.40870171] [ 0.60922746 0.61135835 0.50897997 0.50350516 0.43916899 0.38019842 0.64093296 0.51600205 0.58474225 0.53142171] [ 0.48510035] [ 0.71429967 0.69913531 0.54467966 0.41111756 0.36680889 0.5471927 0.57792661 0.52957927 0.58207556 0.5829813 ] [-0.45465407] [ 0.4553372 0.27981164 0.53248296 0.35286872 0.46919381 0.50206583 0.42880286 0.49757749 0.33977865 0.3264161 ] [-0.17114137] [ 0.21365082 0.52559409 0.42379635 0.6296281 0.31949407 0.68774305 0.44004622 0.42414667 0.52380767 0.5546223 ] [ 1.26454531] [ 0.50027249 0.31723409 0.60802049 0.40506505 0.45135297 0.43852802 0.51123656 0.57155907 0.48379395 0.27602848] [ 0.03042347] [ 0.30829537 0.6451552 0.50380442 0.53741924 0.33725998 0.78115205 0.45421647 0.61696185 0.42978783 0.51552551] [-0.40101548] [ 0.59883457 0.5592551 0.45128797 0.57006493 0.36635863 0.39061389 0.45207276 0.43833078 0.59440658 0.38668633] [-0.1317671] [ 0.74080253 0.50672196 0.54643929 0.36378327 0.42456958 0.39165801 0.47258504 0.4282558 0.60345929 0.4127288 ] [-0.02730896] [ 0.63854348 0.68073271 0.48979879 0.47305599 0.33040778 0.39351101 0.46098664 0.53052867 0.66677859 0.49961854] [-0.41371641] [ 0.45761986 0.70062607 0.39396184 0.72445128 0.46479494 0.69036423 0.43120205 0.53180956 0.54261457 0.51929774] [ 0.17676827] [ 0.35567002 0.7072434 0.41780974 0.63492675 0.25074617 0.51374235 0.49587064 0.55782817 0.56778073 0.56762428] [-0.24694807] [ 0.4871456 0.30823651 0.69659839 0.32018339 0.39545433 0.62791473 0.43927075 0.51349432 0.40204071 0.36199318] [ 1.09221875] [ 0.53433994 0.59733406 0.48288304 0.53272923 0.41718209 0.27706158 0.52791144 0.66307761 0.63268882 0.29773613] [-0.62047099] [ 0.44529083 0.57289644 0.56501778 0.38239546 0.40979303 0.42277433 0.49770851 0.659296 0.63188184 0.30791052] [ 0.68617363] [ 0.46051829 0.41941155 0.59854548 0.29485167 0.50560672 0.65698738 0.42056613 0.55864572 0.54040583 0.42270698] [-0.0651167] [ 0.30931941 0.63898299 0.44167294 0.65649434 0.55789707 0.61002125 0.40729047 0.3775637 0.44212671 0.58037221] [-0.35395167] [ 0.5060093 0.34290744 0.54422743 0.35413739 0.39717311 0.39680153 0.65052467 0.68432783 0.50555336 0.39352218] [-0.46375664] [ 0.51425013 0.69466027 0.4795089 0.39794651 0.42691182 0.60389202 0.52001604 0.58233434 0.50246415 0.62768519] [-0.00674668] [ 0.56975567 0.68787129 0.36624117 0.52114565 0.39920073 0.55588029 0.45895194 0.54357683 0.57346124 0.47012638] [-0.10602148] [ 0.44236402 0.54327446 0.47927524 0.55597852 0.39762629 0.60886677 0.44259953 0.37530211 0.42581569 0.45287034] [ 0.28321659] [ 0.20120308 0.67705861 0.45233673 0.52189419 0.47060205 0.75876688 0.36456786 0.40755371 0.4536895 0.65756233] [-0.12463109] [ 0.40636652 0.75795597 0.40337983 0.53464303 0.51701773 0.66819397 0.52859138 0.3499253 0.5124876 0.68826298] [-0.74627426] [ 0.31686349 0.53469031 0.4516886 0.49252004 0.38914511 0.69334878 0.48599237 0.50804737 0.5159732 0.43033193] [ 0.18005132] [ 0.76169112 0.6053168 0.58465327 0.39961285 0.38835541 0.42206385 0.53505156 0.67053025 0.63547167 0.3929181 ] [ 0.77705026] [ 0.62834056 0.4724016 0.65825137 0.27936396 0.49377476 0.34388598 0.5967435 0.63647334 0.57510217 0.25430566] [-1.08493162] [ 0.80570698 0.55460388 0.53861026 0.49503402 0.39205944 0.3879859 0.464733 0.35675205 0.62012927 0.45961535] [-0.31938296] [ 0.32696969 0.65030631 0.37219989 0.52843233 0.35002632 0.60703982 0.4175877 0.56850553 0.45431955 0.49601325] [-0.53544885] [ 0.73379748 0.33938208 0.66663084 0.44211632 0.41110454 0.52165635 0.4579832 0.42871782 0.48795017 0.49317533] [ 1.26454531] [ 0.50027249 0.31723409 0.60802049 0.40506505 0.45135297 0.43852802 0.51123656 0.57155907 0.48379395 0.27602848] [-0.38441325] [ 0.47851807 0.61253542 0.55666703 0.55522011 0.41485862 0.60696306 0.38080276 0.47207128 0.51396981 0.48113497] [-0.18413554] [ 0.37089524 0.76958961 0.46461691 0.63780197 0.40978135 0.76604998 0.50117631 0.42282611 0.67167826 0.67841719] [-0.05213119] [ 0.16293057 0.4871099 0.49075751 0.59925343 0.41315867 0.64004161 0.38300928 0.44012266 0.48019678 0.39383379] [ 0.05936315] [ 0.13855952 0.48415794 0.54389447 0.55376253 0.40702047 0.79178099 0.44181356 0.38201026 0.50203654 0.39892963] [-0.53666537] [ 0.60940476 0.52199554 0.6188698 0.44124161 0.47225674 0.54673317 0.48545022 0.51177624 0.54949952 0.4361491 ] [-0.18889554] [ 0.15943322 0.30271194 0.67125073 0.48494932 0.37555997 0.78648463 0.42221268 0.40056951 0.44623535 0.37179042] [-0.1782697] [ 0.5979132 0.52807829 0.5698442 0.36197276 0.43501801 0.48745339 0.59369329 0.52254922 0.4824854 0.43439388] [-0.22981479] [ 0.3373118 0.41219926 0.57199019 0.29911238 0.4556461 0.70085938 0.41738698 0.51133878 0.43734382 0.44477405] [-0.27447125] [ 0.576407 0.6624914 0.48875169 0.44473051 0.26688762 0.39851224 0.53436457 0.57389863 0.61258365 0.47132797] [-0.32449859] [ 0.71157708 0.50501544 0.56010268 0.39818202 0.53728628 0.31675106 0.53889226 0.46932564 0.61901946 0.30221499] [-0.3494886] [ 0.68973663 0.4219947 0.69153666 0.3229113 0.50784123 0.41266035 0.56295928 0.38452015 0.60027257 0.40915878] [-0.04592187] [ 0.66667057 0.5587167 0.53603086 0.40911955 0.3963037 0.39702799 0.52562714 0.4931607 0.59683686 0.44775064] [ 0.34386908] [ 0.78062213 0.56824356 0.52148812 0.34561864 0.2890686 0.27046094 0.61732566 0.54274408 0.66448175 0.32486099] [ 0.09011488] [ 0.14020375 0.63332148 0.40512455 0.62284867 0.39523143 0.7250108 0.34318574 0.50438951 0.4732855 0.52461085] [-0.76713418] [ 0.71833664 0.38273153 0.49536067 0.34906443 0.55568492 0.52244695 0.56686219 0.41900417 0.34991014 0.56659188] [-0.01934246] [ 0.35465451 0.81049115 0.38587382 0.64378379 0.42488235 0.74875068 0.40176626 0.52539684 0.58103839 0.72613168] [ 1.65928291] [ 0.79026047 0.61536344 0.53551393 0.30111512 0.29001925 0.25003623 0.56563636 0.66730959 0.60967905 0.35944348] [ 0.19719215] [ 0.14751141 0.38878782 0.67688688 0.4128701 0.4159866 0.76897566 0.35322128 0.33928012 0.35387102 0.36745656] [-0.2338096] [ 0.31616693 0.44111851 0.54372153 0.46591784 0.43913523 0.5002091 0.41622413 0.47531119 0.45643494 0.2562544 ] [ 0.04549602] [ 0.35187655 0.62616546 0.45756043 0.60330204 0.30076752 0.57685627 0.30715754 0.39191948 0.47140973 0.49005877] [-1.08421502] [ 0.44105827 0.58042271 0.45473973 0.49811059 0.37802413 0.4369753 0.44467069 0.49862972 0.50001093 0.46164212] [-0.42077491] [ 0.61793412 0.49570165 0.54079534 0.55618293 0.43665554 0.66427957 0.43110068 0.57613038 0.48730179 0.53580551] [-0.66816254] [ 0.49942473 0.66041701 0.42749241 0.52338144 0.43167943 0.55547463 0.40232648 0.45820284 0.53425643 0.68909891] [-0.27931118] [ 0.26917557 0.49498495 0.39811194 0.65776775 0.39499907 0.57797609 0.42875178 0.53236324 0.46716233 0.39415535] [ 0.10279656] [ 0.13946654 0.59631895 0.52702064 0.54881535 0.35268056 0.71485389 0.3319126 0.38928721 0.45512823 0.42862081] [ 0.03165212] [ 0.51231035 0.6971455 0.45199436 0.50851986 0.36168944 0.68077752 0.46154461 0.48027204 0.53010055 0.57157251] [ 1.03355908] [ 0.75343347 0.5620655 0.52672973 0.55037883 0.38221612 0.33956825 0.52911816 0.62402187 0.53174782 0.602387 ] [-0.44613293] [ 0.63756361 0.51878477 0.5401379 0.33511577 0.3635821 0.48953526 0.49615593 0.4911173 0.47971649 0.52384925] [ 0.16171325] [ 0.63530249 0.43962554 0.50409366 0.31997133 0.37735583 0.28669588 0.53472377 0.65041747 0.50942382 0.26110447] [ 0.7676544] [ 0.5195116 0.71473987 0.36715127 0.57552851 0.2138151 0.40124113 0.49164818 0.60467313 0.57863357 0.42273365] [-0.18447279] [ 0.42629896 0.76041602 0.4540732 0.69472286 0.34461 0.62396204 0.36496945 0.52797087 0.57808919 0.54922017] [ 0.47345566] [ 0.73311714 0.67422754 0.59741403 0.39060862 0.4516298 0.46209264 0.50971972 0.44376347 0.63717054 0.49194234] [-0.39868644] [ 0.58794361 0.59349137 0.54655555 0.36174722 0.39895853 0.48043917 0.43966917 0.54941496 0.64409243 0.52348703] [-0.27444361] [ 0.376621 0.41706373 0.64812182 0.42668053 0.43793383 0.56283553 0.42507701 0.46516146 0.56934458 0.34291629] [-0.58570375] [ 0.50476716 0.33510943 0.73900016 0.28887749 0.59552285 0.39426692 0.52831103 0.50191481 0.38597896 0.42519088] [ 1.12756961] [ 0.2520058 0.62453757 0.50510009 0.38554816 0.31598999 0.49632395 0.48635344 0.69621133 0.67414866 0.27634534] [ 0.03153952] [ 0.64582268 0.46949037 0.61825067 0.32321445 0.4641863 0.35682802 0.61528608 0.43371851 0.52111573 0.54669486] [-0.14057327] [ 0.26831775 0.49901796 0.54430938 0.57361586 0.44527283 0.77749155 0.48893185 0.516855 0.40443407 0.49854032] Progress: 86.0% ... Training loss: 0.294 ... Validation loss: 0.468[ 0.04694595] [ 0.34564965 0.62370612 0.48219077 0.61011405 0.41331728 0.65016018 0.54785776 0.51894231 0.50880981 0.53136103] [ 0.12458156] [ 0.23728511 0.58358872 0.56718206 0.51071483 0.41515507 0.75689265 0.42868014 0.44204488 0.38182273 0.50829887] [-0.27003854] [ 0.22456249 0.30382297 0.66301704 0.22915172 0.45808928 0.53138962 0.50075126 0.40670828 0.49225495 0.21108244] [ 0.43786823] [ 0.48234554 0.5548351 0.56027995 0.49025251 0.3869764 0.59528175 0.46689489 0.60460083 0.55303676 0.42593009] [-0.18690858] [ 0.32427369 0.51162369 0.52313492 0.43065601 0.5326104 0.5366551 0.45263757 0.48512705 0.44816536 0.46231885] [-0.15073439] [ 0.4131345 0.64288561 0.49399429 0.5825945 0.30311956 0.54891269 0.50717014 0.5765924 0.512578 0.44101491] [ 0.91455236] [ 0.44610863 0.73464409 0.43199197 0.61316164 0.2558687 0.53722534 0.45216347 0.56264043 0.54860576 0.51695029] [-0.34890141] [ 0.35538072 0.68149475 0.30766205 0.64255376 0.38529341 0.50322701 0.39095785 0.36626475 0.48863353 0.55266845] [-0.10984217] [ 0.23227281 0.58885894 0.55938969 0.40915175 0.45135431 0.67335158 0.34253455 0.43182393 0.45389389 0.56876594] [ 0.23968632] [ 0.21509341 0.73158841 0.31757551 0.45111393 0.31183734 0.63034235 0.38874529 0.54392447 0.55124205 0.52085297] [-0.08410438] [ 0.33669409 0.59165043 0.42572733 0.67385141 0.55278419 0.66049409 0.41230994 0.52672423 0.47066659 0.45251957] [ 0.51994648] [ 0.1536046 0.51114558 0.46027386 0.68579675 0.38181114 0.80970836 0.29677916 0.3878774 0.42140004 0.52715718] [ 0.85989496] [ 0.85926984 0.47638252 0.58623928 0.38216172 0.24985953 0.26013736 0.58113476 0.60347361 0.56693451 0.33056593] [ 1.3067989] [ 0.52715756 0.47589807 0.57759572 0.46066358 0.35256618 0.42897619 0.38006313 0.42775807 0.48233194 0.37557752] [-0.14914787] [ 0.30650073 0.158907 0.79582686 0.20118731 0.45155876 0.64902874 0.48543279 0.41725405 0.28224421 0.22358017] [-0.07319755] [ 0.40045721 0.60580428 0.36700617 0.47599527 0.38154323 0.55440443 0.40793817 0.51901664 0.54784318 0.51412179] [ 0.33806237] [ 0.09108811 0.62098646 0.41273008 0.60134682 0.34687289 0.76190003 0.36963312 0.52141299 0.42747987 0.40500538] [-0.07012985] [ 0.28795925 0.58218209 0.53998189 0.47218905 0.47604988 0.77099373 0.51879435 0.48633834 0.43904538 0.54067751] [ 0.4114152] [ 0.30770377 0.57958051 0.41388352 0.60368574 0.36581391 0.59055282 0.39555783 0.68580774 0.51868165 0.47170518] [-0.07702343] [ 0.30798437 0.59518195 0.49812913 0.66306421 0.54896127 0.71875569 0.43042992 0.45344872 0.46342772 0.46786797] [ 0.2543931] [ 0.676025 0.69306428 0.53354606 0.55914758 0.29755356 0.28085049 0.50601607 0.77289471 0.63547448 0.382687 ] [ 0.11903295] [ 0.45585821 0.48739051 0.46056884 0.4281267 0.33463203 0.60450422 0.50564187 0.60593694 0.4173572 0.34861906] [-0.05518518] [ 0.41130475 0.84108277 0.36131246 0.71299646 0.42139771 0.68078871 0.4032307 0.47487794 0.55765825 0.72518103] [ 0.75150581] [ 0.71589535 0.47314028 0.60675752 0.31910082 0.44707594 0.4227585 0.52918958 0.47189798 0.43489112 0.44069935] [ 0.0171956] [ 0.49177653 0.44593097 0.62706495 0.39000262 0.38508052 0.44377149 0.53586037 0.48369149 0.56810638 0.27139912] [ 0.77286725] [ 0.53581011 0.68276314 0.41256612 0.63803782 0.28040439 0.43364834 0.45970467 0.61391168 0.64835309 0.76624361] [-0.07405478] [ 0.25930317 0.62455556 0.41516754 0.65348987 0.27176986 0.66558042 0.45342235 0.50367188 0.4866114 0.53272495] [-0.26288348] [ 0.51769626 0.7062798 0.40835788 0.54348593 0.33069371 0.51235807 0.46914496 0.48059472 0.65533676 0.59191149] [-0.17429174] [ 0.49446256 0.45056705 0.49169174 0.4288538 0.38126055 0.50600341 0.49049808 0.62555754 0.43639616 0.34120679] [ 0.76286032] [ 0.61381348 0.49739778 0.54568641 0.40952541 0.25503103 0.34870184 0.5618243 0.60919767 0.56913051 0.33624207] [ 0.2908781] [ 0.56729994 0.49889993 0.56624113 0.39168612 0.55204348 0.63979074 0.53933007 0.54171315 0.39865614 0.49771835] [-0.07208381] [ 0.31408624 0.60356737 0.44735158 0.67949036 0.52156088 0.67133573 0.41927957 0.49514068 0.49261685 0.58455801] [-0.20723093] [ 0.58937786 0.55890262 0.44783829 0.57506776 0.37218398 0.40512225 0.44687162 0.4256131 0.58799643 0.39807988] [ 0.05632071] [ 0.40854182 0.56439396 0.56010716 0.50049476 0.60060457 0.71382561 0.39041557 0.41110251 0.36270966 0.62504122] [ 0.03503927] [ 0.19241592 0.62704467 0.42412248 0.43363574 0.41781666 0.62776336 0.42704932 0.41499965 0.54756088 0.44757346] [-0.23995094] [ 0.3340575 0.49108202 0.54556839 0.30910619 0.42791296 0.62357449 0.38105402 0.55517819 0.51336563 0.40822113] [ 0.20776879] [ 0.37877203 0.78445965 0.31619374 0.64896881 0.26003345 0.62365797 0.46867141 0.63113988 0.50296974 0.5753147 ] [-0.72684699] [ 0.14387601 0.52949194 0.58710759 0.60666146 0.22559993 0.66890625 0.34028603 0.5545791 0.46454691 0.26758959] [ 0.18443221] [ 0.40856921 0.5289545 0.41689248 0.54959381 0.44225943 0.53955798 0.48600912 0.48563406 0.48763845 0.45015458] [ 0.72595627] [ 0.09222975 0.39992388 0.51969663 0.53926657 0.54610865 0.88677566 0.34963831 0.43722506 0.29285704 0.52701267] [ 0.23187877] [ 0.49422475 0.63456907 0.35801979 0.58016994 0.24859187 0.53746492 0.38352933 0.4388226 0.53968628 0.46008021] [-0.27391861] [ 0.61889543 0.79242078 0.54829242 0.53054272 0.36967707 0.55653318 0.52620635 0.50033664 0.71049457 0.6189052 ] [ 0.44921135] [ 0.49469525 0.66629921 0.43141998 0.62725799 0.29067857 0.53327287 0.52887248 0.61864051 0.56849167 0.46323397] [ 0.90121724] [ 0.36526532 0.5582685 0.45516333 0.44032467 0.3115629 0.50711298 0.45789429 0.4601562 0.45813265 0.44323983] [-0.16351403] [ 0.30555292 0.6151349 0.35110378 0.59981385 0.43847058 0.67714243 0.41440843 0.64641697 0.59902563 0.38427 ] [-0.04200088] [ 0.43258426 0.54746757 0.51994699 0.47092173 0.39520017 0.70688735 0.4393585 0.29160127 0.52015127 0.65368149] [ 0.89704867] [ 0.61867691 0.5464749 0.51370043 0.53410046 0.2712908 0.50657182 0.41781592 0.47600689 0.54945014 0.49551266] [-0.1386471] [ 0.26648684 0.47577315 0.55745021 0.63944355 0.58894297 0.64223834 0.34694863 0.44495388 0.50444909 0.39756386] [-0.31605085] [ 0.27850887 0.50192965 0.56406668 0.37646502 0.47388962 0.71268317 0.51382408 0.42262147 0.48387168 0.4977733 ] [ 0.17158624] [ 0.24382731 0.53229281 0.51206007 0.44851356 0.34753882 0.74028743 0.40267441 0.42427638 0.48138492 0.35211493] [ 0.22817738] [ 0.11648272 0.53566523 0.42860818 0.68609395 0.34296648 0.77200938 0.33213966 0.40823525 0.42034507 0.41670032] [-1.1597307] [ 0.22051817 0.61661605 0.55143016 0.40060998 0.34037972 0.5246033 0.46204559 0.52219638 0.58778527 0.29609044] [-0.4531846] [ 0.79126885 0.57842017 0.57530134 0.48988609 0.46307585 0.50195892 0.49772052 0.57451739 0.51852336 0.6160086 ] [ 0.50958289] [ 0.45922302 0.23911007 0.73518663 0.38460857 0.28472027 0.53845546 0.47447388 0.6966835 0.41479942 0.18374139] [ 0.00751207] [ 0.26713596 0.31864109 0.6363241 0.4727124 0.398269 0.64489583 0.3993531 0.39524578 0.39047142 0.37029533] [ 0.82637099] [ 0.63763645 0.72449648 0.43207691 0.61307327 0.19408796 0.33141819 0.48072614 0.6599138 0.64372225 0.51437501] [ 0.34972832] [ 0.62289802 0.3251507 0.72251018 0.25773015 0.40559106 0.28193089 0.56276836 0.6008262 0.44027205 0.2661354 ] [ 0.20729691] [ 0.77204863 0.64057722 0.55794002 0.40818022 0.47585259 0.34515791 0.52991712 0.51523459 0.66561889 0.38671521] [ 0.96045225] [ 0.69254179 0.5752433 0.50735864 0.54413555 0.32452856 0.38896585 0.52422205 0.39067367 0.59482933 0.43981601] [ 0.43457654] [ 0.32926147 0.35894952 0.70062635 0.43664057 0.34146531 0.62940093 0.3784169 0.47462386 0.52723417 0.3201553 ] [-0.18530495] [ 0.50115815 0.4398664 0.70239512 0.20797893 0.55958135 0.5164535 0.50953737 0.62000013 0.49781545 0.33642438] [-0.39412206] [ 0.47842458 0.64561905 0.51710418 0.69490272 0.41807781 0.651509 0.37643469 0.46483356 0.51463549 0.50195304] [-0.06301681] [ 0.23047214 0.56876617 0.42093106 0.59112413 0.38501544 0.78528393 0.44940897 0.5110864 0.50168865 0.53221357] [-0.04046362] [ 0.67212264 0.722768 0.56395333 0.50966186 0.39873077 0.41504317 0.55051421 0.56012851 0.68294672 0.57695388] [ 0.29834269] [ 0.2638499 0.59499839 0.40681749 0.63131222 0.45032084 0.67942327 0.47574139 0.63328517 0.39594324 0.44534286] [-0.11201922] [ 0.39223234 0.61493655 0.49126577 0.50985194 0.4588392 0.69635721 0.45077988 0.46391756 0.42963841 0.68224191] [ 0.3582889] [ 0.32069753 0.60706556 0.33303985 0.6156578 0.42365514 0.55700745 0.38533262 0.49957771 0.47502195 0.49772828] [-0.38066045] [ 0.50345171 0.48677424 0.6031043 0.35599723 0.43263638 0.54129329 0.61643064 0.56548545 0.45157311 0.4399486 ] [ 0.85228398] [ 0.38695665 0.76065904 0.36773649 0.57768655 0.28167013 0.62902344 0.45949442 0.58002862 0.6442035 0.5847952 ] [ 0.31456841] [ 0.59758164 0.63773682 0.40804895 0.4450875 0.3369841 0.58471206 0.4365647 0.36765619 0.51408107 0.59374321] [ 0.06736853] [ 0.51042633 0.80910457 0.45740356 0.57373422 0.3508999 0.71641906 0.46938659 0.44484501 0.62548725 0.70142184] [ 0.85228398] [ 0.38695665 0.76065904 0.36773649 0.57768655 0.28167013 0.62902344 0.45949442 0.58002862 0.6442035 0.5847952 ] [-0.09166158] [ 0.52600226 0.64555405 0.52588414 0.4389111 0.49412648 0.52603264 0.64881259 0.44902327 0.58606233 0.5800071 ] [ 0.06996043] [ 0.24686627 0.43883276 0.64131788 0.34373765 0.46564165 0.68466891 0.45311683 0.45598734 0.43100215 0.43895703] [-0.2407383] [ 0.45442508 0.54836464 0.4311314 0.4930995 0.33702362 0.28390073 0.46555598 0.54720932 0.58985991 0.37281627] [-0.03042882] [ 0.12579208 0.50590921 0.55177267 0.61469902 0.28138224 0.80520689 0.39583473 0.45598041 0.55858162 0.43535944] [ 0.71650163] [ 0.66674033 0.71003289 0.55297979 0.37432148 0.45174517 0.46236631 0.65122363 0.56232249 0.68179394 0.43140028] [-0.20007214] [ 0.26279885 0.566023 0.40681109 0.56867934 0.38622427 0.74266895 0.40651732 0.51793305 0.46440597 0.47014426] [-0.61565006] [ 0.72050012 0.65393842 0.53596022 0.2694787 0.41382517 0.4216466 0.56605309 0.49079022 0.60330186 0.59275946] [ 0.48637306] [ 0.13078344 0.54385233 0.38345493 0.62364889 0.49897014 0.80156294 0.36741811 0.49445868 0.38214859 0.57262504] [ 0.42697013] [ 0.60451942 0.44596506 0.59065711 0.38886118 0.37047845 0.42690343 0.49558712 0.77519252 0.52176254 0.37676495] [-0.39444595] [ 0.60439055 0.40960829 0.69986403 0.24415454 0.36649544 0.35491622 0.50880628 0.63701835 0.52502852 0.25133911] [-0.45407781] [ 0.66845768 0.45426733 0.52205919 0.43050176 0.46330927 0.37283838 0.46533626 0.4334803 0.61847057 0.41816182] [ 0.44507693] [ 0.46464513 0.64598188 0.47141498 0.46356719 0.29103815 0.43265976 0.45108649 0.59473918 0.54933779 0.42452484] [ 0.0043578] [ 0.60288156 0.53715901 0.37526909 0.58344682 0.410419 0.4143186 0.51807234 0.3344273 0.58383581 0.60619946] [-0.86333551] [ 0.21709897 0.41729556 0.67577688 0.33458205 0.39720529 0.54829781 0.40172861 0.43974676 0.38198801 0.25917267] [ 0.21428253] [ 0.40041624 0.57201827 0.42934537 0.58062492 0.38966694 0.62748483 0.51252606 0.64187999 0.38961031 0.39142639] [ 0.35601424] [ 0.71336304 0.56403769 0.58452831 0.44330195 0.48026032 0.40791953 0.4959214 0.53687312 0.593358 0.46303216] [ 0.04428475] [ 0.31599122 0.6767071 0.44759425 0.61527101 0.33024562 0.55175974 0.53516386 0.63480659 0.49950984 0.55978322] [ 0.64909779] [ 0.69709795 0.54168779 0.57585855 0.33929169 0.30820166 0.40222907 0.60736877 0.73577249 0.50040405 0.34478699] [ 1.26322701] [ 0.6383526 0.40539546 0.62036276 0.29113519 0.46178724 0.52992592 0.55937148 0.51412484 0.50510276 0.38840276] [-0.22513509] [ 0.3615686 0.56884365 0.40988197 0.57779194 0.4181465 0.64058348 0.4131765 0.43699266 0.54520947 0.50904264] [-0.19017436] [ 0.34037202 0.47102445 0.62334473 0.33986578 0.46980433 0.6329415 0.375059 0.45235904 0.50534215 0.3775667 ] [ 0.72636719] [ 0.38858165 0.60086068 0.46418012 0.66231044 0.41543789 0.5882435 0.39107341 0.5536874 0.62114029 0.45495917] [ 0.1306693] [ 0.33808114 0.66115757 0.39044035 0.70613249 0.35070219 0.61507962 0.36183897 0.30851214 0.44993044 0.63548999] [-0.30759138] [ 0.56796877 0.43791437 0.54264231 0.32013743 0.50540498 0.58510792 0.50457022 0.61777762 0.48611913 0.63652169] [ 0.22367851] [ 0.64982058 0.65657982 0.56235596 0.38588702 0.37220178 0.45608169 0.54263819 0.47643756 0.69316484 0.53118355] [-0.18523678] [ 0.18827032 0.28000975 0.7127797 0.28907054 0.50946205 0.7250778 0.45304909 0.4221059 0.47613993 0.3756024 ] [ 0.38967955] [ 0.67469681 0.80766946 0.47767272 0.42937626 0.33455194 0.56880608 0.57224999 0.53778999 0.64712018 0.63482633] [-0.2964335] [ 0.30942112 0.60861562 0.56126473 0.57729494 0.48823671 0.69582672 0.45948952 0.51465736 0.55262638 0.4932862 ] [ 1.55230128] [ 0.78848548 0.43217093 0.67864796 0.35897901 0.50755341 0.36966017 0.4801706 0.48643902 0.45568112 0.42462421] [ 0.32530153] [ 0.17423188 0.4371721 0.60354122 0.4545683 0.47166993 0.64969671 0.42650785 0.41359054 0.50628234 0.38950936] [-0.18475602] [ 0.51046666 0.66035374 0.3693818 0.57959215 0.27591298 0.48534605 0.45922888 0.53854508 0.54317463 0.57969108] [ 0.9745655] [ 0.54972966 0.7732638 0.4775156 0.63560969 0.34601515 0.49258063 0.45561025 0.63137412 0.63136775 0.43489522] [ 0.64796675] [ 0.54471298 0.69136544 0.42143658 0.4871299 0.35516324 0.38529955 0.46887701 0.48484919 0.68446319 0.47661099] [-0.10854202] [ 0.73344686 0.37618658 0.63747624 0.24571287 0.45288126 0.4497247 0.48593603 0.55449576 0.55805039 0.37043158] [-0.47589495] [ 0.2057987 0.43294479 0.469228 0.66354909 0.41783006 0.64006654 0.48694729 0.544487 0.34835809 0.33554221] [-0.11349186] [ 0.26328363 0.49470377 0.3955492 0.66101921 0.3992568 0.58845082 0.42483389 0.52273362 0.46217834 0.4032881 ] [ 0.2649397] [ 0.10954072 0.26042656 0.7135277 0.30463671 0.53283819 0.80492505 0.40227331 0.38488888 0.3168711 0.4046963 ] [ 0.57289907] [ 0.26372202 0.6730262 0.41305501 0.56861742 0.2870911 0.58333382 0.40703358 0.63823842 0.59843015 0.39668499] [-0.05029998] [ 0.75372528 0.55893326 0.61485256 0.45443726 0.32291574 0.31482334 0.57645989 0.76284378 0.61129913 0.30440239] [ 0.87992507] [ 0.16928274 0.63539586 0.48368185 0.50058441 0.29669525 0.42595313 0.43926188 0.63014172 0.60908427 0.26962295] [-0.76041374] [ 0.46622594 0.67905909 0.59677248 0.12967432 0.40676582 0.51257306 0.54247381 0.63772617 0.65374255 0.45123894] [-0.2462884] [ 0.7049503 0.52111053 0.58748768 0.55742196 0.48469986 0.44529038 0.44667677 0.58021374 0.46617789 0.62287301] [-0.212287] [ 0.58994258 0.7462313 0.41289411 0.65641431 0.33005832 0.56037575 0.39203496 0.38552659 0.67789336 0.60380893] [ 0.18208841] [ 0.32328749 0.70711955 0.35789004 0.68682713 0.26317209 0.59915705 0.37854331 0.53781202 0.54486956 0.61322374] [-0.20792398] [ 0.3643941 0.38628498 0.62106701 0.30167865 0.53765684 0.69639607 0.39931167 0.52830028 0.54960501 0.50420901] [ 1.10538214] [ 0.57522993 0.78889795 0.47348631 0.56360269 0.30798175 0.45040223 0.52406708 0.64121124 0.61755529 0.55631224] [-0.01043019] [ 0.24965495 0.61323661 0.37926972 0.70749538 0.26767844 0.68859027 0.3838089 0.44918282 0.46408848 0.57404891] [-1.66074963] [ 0.39239055 0.58039933 0.45597879 0.41859376 0.37933434 0.43025997 0.5812814 0.65845817 0.49779213 0.20040807] [ 0.20174545] [ 0.48370426 0.6833034 0.4746208 0.50156114 0.22940684 0.43863683 0.47493959 0.55000416 0.60276023 0.44984379] [ 1.12229687] [ 0.56165404 0.55956538 0.52795363 0.48690639 0.3383674 0.48578578 0.40487603 0.40688213 0.48156988 0.55599906] [ 0.94318904] [ 0.59056352 0.75249021 0.41751683 0.543088 0.23964166 0.4570651 0.43253361 0.51907416 0.57871943 0.61644613] [ 0.07690795] [ 0.15947405 0.60393751 0.39700802 0.66259803 0.39651614 0.6352102 0.32106568 0.3787927 0.47131687 0.45385662] [ 1.97289878] [ 0.80634805 0.54405111 0.53910757 0.2928084 0.23731836 0.3207323 0.52935766 0.62662507 0.632781 0.34279491] [ 0.81254955] [ 0.69575885 0.44797919 0.68236471 0.28197253 0.50146812 0.39846576 0.56197358 0.56879242 0.52752095 0.33317098] [-0.52664894] [ 0.70720393 0.68567964 0.48890051 0.37466825 0.40797001 0.61367913 0.55326471 0.52052295 0.61215949 0.61451546] [ 0.21908777] [ 0.27912444 0.12803203 0.791436 0.305004 0.61468513 0.79919273 0.36102095 0.29955732 0.18110841 0.4022603 ] Progress: 86.3% ... Training loss: 0.360 ... Validation loss: 0.484[ 1.14202016] [ 0.49756907 0.74539054 0.42077854 0.54555516 0.2839338 0.40719277 0.43613598 0.57551259 0.61733754 0.41429606] [-1.11633262] [ 0.85113296 0.47102769 0.62092197 0.43165094 0.44209196 0.41086465 0.49296111 0.64457463 0.5137329 0.46554 ] [-1.48992505] [ 0.43261739 0.70730155 0.38412929 0.62632754 0.20802094 0.39542357 0.4109882 0.47561254 0.60682714 0.36321189] [-0.45749264] [ 0.44630346 0.80635598 0.41441475 0.64315497 0.42348201 0.63814521 0.49316702 0.43002319 0.55882129 0.69702174] [-0.31180936] [ 0.2393708 0.61614109 0.50088176 0.5598204 0.38478205 0.6876109 0.43633896 0.42777788 0.49000143 0.56733762] [ 0.07756252] [ 0.30999045 0.47128481 0.53263095 0.40102051 0.41157882 0.61931741 0.42702292 0.49492032 0.48579466 0.43138748] [-0.06224091] [ 0.27951695 0.6590084 0.43771311 0.60234602 0.51566026 0.70512165 0.36265876 0.44579237 0.45115085 0.61810572] [ 0.08015214] [ 0.44737717 0.63465012 0.32441728 0.6734481 0.35843578 0.71400093 0.39483412 0.49476084 0.49087236 0.63544497] [-0.4241924] [ 0.25336519 0.60047642 0.5112982 0.45918317 0.44266503 0.5774206 0.41509063 0.46192401 0.61211165 0.56418587] [-0.5353357] [ 0.20727144 0.49346775 0.57327589 0.40610612 0.40237607 0.5885195 0.33907452 0.47640387 0.47682769 0.31275092] [-1.81334115] [ 0.46876217 0.60986989 0.48671243 0.55484627 0.35965824 0.32596302 0.4919885 0.63256827 0.64935273 0.21990699] [ 1.46729659] [ 0.82508356 0.49750641 0.60056827 0.20568531 0.36801516 0.2107475 0.58931802 0.59389535 0.62217233 0.28324876] [-0.74094655] [ 0.57575961 0.51657353 0.53067329 0.49168768 0.40744634 0.53486095 0.39914212 0.51923988 0.45871496 0.37426846] [-1.86522283] [ 0.45565396 0.51311022 0.44816618 0.52015411 0.33129396 0.33172427 0.46838256 0.54284539 0.58216511 0.29025062] [ 0.07250313] [ 0.10840517 0.45195118 0.60548755 0.50794143 0.47158919 0.74014435 0.44758836 0.39546726 0.44957462 0.57558435] [-0.98970166] [ 0.35878397 0.67253689 0.47701672 0.67715689 0.3567335 0.54527162 0.39726376 0.58654859 0.53736639 0.42581654] [ 0.9007036] [ 0.36740728 0.30007585 0.70061224 0.37172016 0.37874308 0.61286049 0.42730331 0.4576261 0.48778923 0.27165449] [ 0.04456013] [ 0.34280911 0.70722653 0.34701537 0.65627461 0.24856861 0.52024014 0.52184278 0.55564193 0.58570225 0.55383136] [ 0.19693515] [ 0.17444072 0.54215126 0.48733809 0.34127113 0.36606487 0.66188348 0.38075708 0.55386856 0.43235103 0.44740857] [-1.01093098] [ 0.82110912 0.6151349 0.62647863 0.34558821 0.47474983 0.42259875 0.52727018 0.5983754 0.67022672 0.51859225] [-1.02921051] [ 0.53753371 0.62588271 0.47067655 0.41382271 0.43201109 0.59506064 0.47061621 0.4697119 0.56425607 0.62015006] [ 0.17175327] [ 0.59005609 0.40334843 0.51240463 0.33497246 0.38575675 0.3230832 0.5854904 0.58089988 0.535987 0.23570025] [-0.42320957] [ 0.39360186 0.63363538 0.41876539 0.59511794 0.34260555 0.55358985 0.34662699 0.46318984 0.52347328 0.57640638] [-0.56713547] [ 0.65667405 0.55103799 0.47727334 0.45015999 0.46533717 0.49182304 0.54197012 0.49035099 0.55584237 0.57596552] [ 0.45482381] [ 0.19129317 0.56561828 0.46352095 0.54141637 0.35756929 0.63247334 0.2677587 0.50005738 0.48956849 0.33559199] [-0.56913873] [ 0.81278434 0.61945294 0.5077899 0.48407792 0.29065175 0.38102567 0.47492173 0.41839808 0.57268379 0.59227426] [-0.31385685] [ 0.32249161 0.77708185 0.34470392 0.6821247 0.21394899 0.69887561 0.38012221 0.55049869 0.57215441 0.65205235] [ 1.03491283] [ 0.76944741 0.48586415 0.66735378 0.32186032 0.43447321 0.3963854 0.5011922 0.49958915 0.47328855 0.36338476] [-0.39133828] [ 0.60979427 0.61772958 0.58522688 0.36871503 0.47990386 0.45169992 0.47993815 0.60989886 0.5271459 0.47769198] [-0.65662224] [ 0.63592363 0.6747269 0.51541761 0.42289347 0.48149233 0.51056913 0.5107563 0.4679317 0.61181128 0.46667883] [-0.02996595] [ 0.22647033 0.53691251 0.5282953 0.52379758 0.46731457 0.70110754 0.43288347 0.34659651 0.39238743 0.56409001] [-0.74199895] [ 0.42050383 0.32496413 0.70007009 0.25445055 0.50086288 0.51668809 0.52905371 0.50772359 0.4654617 0.35513442] [-0.12666717] [ 0.67927812 0.58899931 0.50557708 0.34375794 0.39983171 0.3241153 0.48541548 0.48017563 0.61119718 0.46894665] [ 0.8006342] [ 0.80639066 0.5638371 0.50946696 0.50861241 0.33799508 0.33365361 0.54340826 0.47193494 0.70852527 0.59418301] [-0.40008691] [ 0.27301828 0.60422769 0.42360896 0.62784174 0.38370861 0.66761594 0.44930941 0.50776583 0.38510137 0.53400781] [-0.40986968] [ 0.26295433 0.13465373 0.7918726 0.20302989 0.50833217 0.62721896 0.40913845 0.43441743 0.31660163 0.17622071] [-0.57087683] [ 0.34919948 0.51563878 0.65771003 0.27606745 0.49741193 0.49693218 0.52390128 0.63463795 0.55453043 0.32493728] [-0.56249682] [ 0.48859445 0.50194548 0.63464136 0.5296957 0.56467964 0.70615238 0.51336859 0.48199057 0.49615995 0.57993574] [-0.77716622] [ 0.51848795 0.68700647 0.46455331 0.39220098 0.5046149 0.60760202 0.45432722 0.37681045 0.5776839 0.62034353] [ 1.24237699] [ 0.58481728 0.56596184 0.50588277 0.38747436 0.32835861 0.27430242 0.58486456 0.70737884 0.56127688 0.26788367] [-0.20295672] [ 0.5940767 0.65493943 0.48761669 0.37669378 0.48334753 0.70152941 0.43132595 0.54957379 0.49605824 0.59344463] [-0.19145734] [ 0.22711998 0.54430373 0.57942215 0.44720638 0.3972525 0.74858375 0.50389777 0.55976313 0.38478333 0.45059645] [-0.39829684] [ 0.32669476 0.63908476 0.33831453 0.67406203 0.39241052 0.6347363 0.45848064 0.4617839 0.4090658 0.54728373] [-0.12660926] [ 0.23642439 0.56858997 0.46477892 0.47432101 0.41991244 0.71320955 0.36265349 0.47622459 0.39009209 0.61369469] [-0.6092637] [ 0.47004292 0.468521 0.58807013 0.4016084 0.46907205 0.65161586 0.52685551 0.54438087 0.41960589 0.50165229] [-0.33733169] [ 0.32076808 0.5115441 0.52180772 0.43244697 0.53474386 0.54252217 0.45054301 0.48016914 0.44559083 0.46614666] [ 0.83985673] [ 0.67514077 0.58539862 0.47819875 0.55903503 0.24842725 0.43180146 0.47931403 0.53338558 0.59860464 0.44595087] [-0.52373676] [ 0.70652159 0.68104652 0.48668809 0.36930348 0.16367756 0.23131886 0.52899539 0.69724087 0.67191094 0.29045926] [-0.70003743] [ 0.40263965 0.503609 0.60580384 0.29984508 0.38590547 0.47469731 0.46619568 0.45762969 0.44843808 0.40453774] [ 0.2009703] [ 0.25981086 0.37281366 0.65003238 0.21852556 0.68868805 0.80010584 0.35885215 0.37232298 0.31294615 0.61678324] [-1.02119632] [ 0.57915701 0.65995847 0.38096727 0.57675198 0.26318879 0.4270592 0.45622494 0.44408525 0.56474622 0.57611196] [-0.81785504] [ 0.3927446 0.77100144 0.30204438 0.68684778 0.30465694 0.58388392 0.44684137 0.57375474 0.55129314 0.58394874] [ 1.84157165] [ 0.77402272 0.54675949 0.60459892 0.22562415 0.37603328 0.24849603 0.6266411 0.70699509 0.68049699 0.29034196] [-0.26055661] [ 0.53277057 0.67436402 0.5576516 0.57309857 0.53132496 0.59495605 0.40445628 0.49598969 0.61439651 0.5294232 ] [-0.25698093] [ 0.31582755 0.63033913 0.35679484 0.62828903 0.4556728 0.52491052 0.38986285 0.33173456 0.44848563 0.59413184] [ 1.03337764] [ 0.58685288 0.52644709 0.56255861 0.41255475 0.39633903 0.44282097 0.49324782 0.5592381 0.45392687 0.41887248] [ 1.45052975] [ 0.54081214 0.78714191 0.37842794 0.45730302 0.19581585 0.31978113 0.55050787 0.69123517 0.71035479 0.33927624] [-0.27288194] [ 0.27697674 0.78269534 0.32569275 0.72335628 0.2990209 0.55482702 0.37111972 0.45156317 0.46818375 0.70650275] [ 0.42072137] [ 0.65255481 0.62772496 0.47589699 0.45320005 0.32214374 0.35583182 0.51399134 0.53910894 0.59581895 0.4646724 ] [-0.24965243] [ 0.3143265 0.43166804 0.68455222 0.29291622 0.51033621 0.62197993 0.43268166 0.42805077 0.52343089 0.46427053] [ 0.12621456] [ 0.34850591 0.60823943 0.55742433 0.42956477 0.36653163 0.58079288 0.4083669 0.43869731 0.51002711 0.50539963] [ 0.25081473] [ 0.1031517 0.38584767 0.56329183 0.66513658 0.34990784 0.82143921 0.34929946 0.32582584 0.4641285 0.43317433] [-0.6092637] [ 0.47004292 0.468521 0.58807013 0.4016084 0.46907205 0.65161586 0.52685551 0.54438087 0.41960589 0.50165229] [-0.88242879] [ 0.75684414 0.71732243 0.47476379 0.34841853 0.34813138 0.49215325 0.49125816 0.4984608 0.59726947 0.6743305 ] [-0.41083382] [ 0.36491361 0.57034672 0.50820103 0.66918659 0.49727308 0.62748006 0.434044 0.57948699 0.39468025 0.48571881] [-0.6825468] [ 0.49491279 0.38939014 0.58025363 0.43676757 0.62015659 0.62776175 0.59059108 0.33363691 0.43792249 0.41825394] [-0.09148605] [ 0.28699617 0.3328225 0.71827159 0.33140897 0.4355495 0.67452895 0.40090236 0.38710545 0.36206064 0.40313836] [-0.04903042] [ 0.38905529 0.75806861 0.48907505 0.634162 0.41701779 0.69855109 0.37487239 0.48270538 0.542069 0.64173302] [-0.5799948] [ 0.36069746 0.28764897 0.6460144 0.3688179 0.365007 0.67314257 0.39766789 0.39447887 0.34804435 0.28274833] [-0.51648502] [ 0.81070699 0.39975787 0.62210131 0.21780725 0.39529351 0.326333 0.56635061 0.48563001 0.46778961 0.39628786] [-0.70123684] [ 0.67061692 0.75980076 0.57716197 0.46187645 0.35473465 0.43479226 0.54750024 0.52643128 0.72085648 0.4836942 ] [ 0.46294651] [ 0.52673909 0.74393321 0.45080466 0.55388374 0.28495963 0.4934454 0.38976504 0.48020787 0.62198271 0.55884073] [-0.80399264] [ 0.44431813 0.64728182 0.40982103 0.68278855 0.28781143 0.48399182 0.36309206 0.31809058 0.47759172 0.49814926] [-0.13791917] [ 0.57011116 0.61753152 0.49895225 0.44804603 0.50390861 0.65162564 0.5085666 0.56106062 0.43829676 0.53346624] [-0.06219676] [ 0.41589991 0.57387459 0.52517051 0.62933061 0.44994223 0.72622102 0.42165635 0.5566708 0.47372174 0.53095396] [-0.94122851] [ 0.5666636 0.48209015 0.58794605 0.49042475 0.48028259 0.38953739 0.54434582 0.47514785 0.51704844 0.36734733] [ 0.03656687] [ 0.39340046 0.72894036 0.44178364 0.56260851 0.28670691 0.54527253 0.543846 0.66296731 0.63613769 0.37989924] [-0.30487918] [ 0.42270051 0.48462898 0.61189436 0.36990029 0.45714162 0.66999227 0.5212511 0.4822361 0.37383857 0.43498962] [-0.06241599] [ 0.29061498 0.78071103 0.26224446 0.70232671 0.24428952 0.60664186 0.40534359 0.54758657 0.61042295 0.62386798] [ 0.51892668] [ 0.59685935 0.3548625 0.6371353 0.26638844 0.52797544 0.61302421 0.45569729 0.55194754 0.52303578 0.41573576] [ 0.99388827] [ 0.22679722 0.73729213 0.28991693 0.55024806 0.32479208 0.61473389 0.47371456 0.61103086 0.60412303 0.32086683] [-0.19036418] [ 0.19834102 0.54248868 0.41337737 0.54056607 0.41605217 0.68370037 0.33578299 0.49186322 0.44866183 0.40405794] [-0.07958613] [ 0.25586771 0.48297857 0.60558362 0.39066314 0.45123192 0.74059222 0.34475844 0.35979641 0.39944695 0.46051481] [-0.8126722] [ 0.63543369 0.51017475 0.48283474 0.40264433 0.42336763 0.44245838 0.49753439 0.40182713 0.50103559 0.45971548] [-0.60084275] [ 0.42643381 0.62219505 0.40226376 0.59626735 0.33651506 0.65541945 0.4594982 0.74034843 0.56357567 0.40553352] [ 0.09615968] [ 0.24151675 0.50000946 0.51328637 0.59336042 0.28511608 0.60876724 0.47597324 0.50841964 0.55141108 0.3247445 ] [ 0.13410287] [ 0.18013305 0.40519683 0.57406729 0.37936048 0.43379366 0.64176519 0.4782292 0.407541 0.40119289 0.55443108] [ 0.23538525] [ 0.1485826 0.5692123 0.55781262 0.48837686 0.444949 0.79736715 0.31343397 0.4198669 0.43763169 0.57137079] [ 0.59709477] [ 0.3312169 0.61270428 0.50876017 0.46681635 0.30870781 0.50410362 0.38867012 0.52741822 0.45551199 0.50183215] [-0.55589725] [ 0.77929337 0.63232369 0.42900754 0.4638927 0.34645712 0.31252235 0.53195347 0.3858052 0.63751461 0.47390744] [-0.23858589] [ 0.3150369 0.64769667 0.42405454 0.57621994 0.32780182 0.67404099 0.3784107 0.4971985 0.5357503 0.61324416] [-0.76645706] [ 0.4642724 0.61931933 0.55372955 0.48179918 0.43907584 0.62623924 0.44924066 0.53659627 0.54552227 0.50682366] [-0.49798943] [ 0.21698588 0.48455705 0.57926177 0.35127895 0.46908555 0.64517054 0.34698125 0.44078346 0.46902876 0.42462144] [-0.30158939] [ 0.28488253 0.30079056 0.71173545 0.3617196 0.43020522 0.79714881 0.37075191 0.37699204 0.31963643 0.39020387] [-0.43846324] [ 0.57062313 0.59328943 0.49609793 0.59889899 0.3353615 0.52706333 0.55828887 0.61905442 0.59161579 0.41557888] [-0.66440855] [ 0.36091237 0.48549238 0.45008343 0.56129319 0.43882224 0.5619033 0.49587105 0.53345177 0.43999782 0.48283415] [-0.13784239] [ 0.14950906 0.63160861 0.41519874 0.4463648 0.35601509 0.7610048 0.34887836 0.5079398 0.47282099 0.47281564] [-0.78979766] [ 0.52178003 0.53279116 0.59090875 0.36757229 0.57190274 0.58764392 0.56812793 0.41065053 0.44862073 0.57929907] [-0.73970593] [ 0.2740177 0.59913338 0.4666136 0.32916783 0.32212218 0.53975277 0.36773202 0.4452672 0.54066272 0.34712982] [-0.35736965] [ 0.67969646 0.6423081 0.52682161 0.52997948 0.28289199 0.34544172 0.47875457 0.4704605 0.68572866 0.44093475] [ 0.9712566] [ 0.52821843 0.68932289 0.3733457 0.53026911 0.23646451 0.46393072 0.47219226 0.54893707 0.49581408 0.40412506] [-0.77478933] [ 0.8194066 0.61695324 0.54644552 0.26653802 0.3760763 0.25783799 0.60677811 0.47397631 0.71134331 0.43119728] [-1.07763533] [ 0.23810168 0.44614774 0.55792924 0.58649749 0.29824121 0.59569102 0.48537382 0.67714318 0.48379155 0.18473487] [ 0.03946495] [ 0.25582601 0.71151292 0.41783908 0.6270912 0.2838192 0.65292195 0.52816791 0.65931387 0.53163416 0.50046777] [-0.0253909] [ 0.58636497 0.70448791 0.59608077 0.44108085 0.40472942 0.45213674 0.55440651 0.55054618 0.69200753 0.46073429] [-0.05156676] [ 0.24370173 0.32809246 0.71048049 0.28129702 0.52795877 0.60471519 0.40029633 0.38602507 0.32750329 0.39687386] [-1.13352225] [ 0.36615119 0.50157514 0.48128415 0.60359733 0.28641935 0.49362644 0.45440162 0.49219615 0.45251073 0.36383 ] [ 0.21909471] [ 0.37857259 0.69713955 0.5185092 0.50376431 0.32187983 0.57153928 0.41918201 0.61717357 0.70152574 0.46832949] [-0.95208779] [ 0.75493972 0.75552657 0.5015596 0.50778717 0.42310947 0.46416638 0.48206331 0.58488939 0.68893193 0.66238414] [-0.80286309] [ 0.77720071 0.65767124 0.51019227 0.28158662 0.41519539 0.38556791 0.54729944 0.4994941 0.58751104 0.64874592] [-0.37221063] [ 0.30940703 0.39909017 0.60957963 0.3266607 0.49678298 0.66508761 0.48612356 0.59545257 0.47394055 0.41443338] [ 0.46816086] [ 0.43692816 0.51285054 0.61017192 0.31888609 0.22161847 0.5362451 0.4830847 0.71604053 0.61306501 0.24768886] [-0.75517601] [ 0.60918703 0.71759614 0.5080835 0.47895569 0.39897623 0.45308709 0.46648954 0.65830009 0.5965136 0.51002177] [-0.31200558] [ 0.64278018 0.35711631 0.59803412 0.31879773 0.5021705 0.44146737 0.46786747 0.60545761 0.50766523 0.42176114] [ 0.22001302] [ 0.41145688 0.2863761 0.61862022 0.29752193 0.43258149 0.60294636 0.39578573 0.43550187 0.40712308 0.33536859] [-0.19899798] [ 0.36751329 0.72365293 0.42555559 0.5385303 0.23908599 0.56143994 0.38240904 0.4596584 0.55199241 0.50345981] [-0.34349092] [ 0.37566432 0.65923608 0.43076101 0.53828629 0.33994786 0.65585385 0.40067281 0.48557974 0.54652724 0.63061187] [ 0.33678292] [ 0.72047758 0.52170754 0.57678758 0.40331412 0.34472211 0.31193648 0.53836192 0.63280916 0.56409422 0.35630752] [-0.56267712] [ 0.4824557 0.6352294 0.41251649 0.5520322 0.37882927 0.47259952 0.40522507 0.47410018 0.57680793 0.48747785] [-0.19601444] [ 0.36844878 0.78374027 0.32122804 0.71992937 0.28782085 0.63942559 0.37789316 0.36544613 0.53117855 0.68585721] [ 1.40384417] [ 0.75515953 0.46913428 0.56059101 0.32243748 0.20648786 0.28885488 0.53401128 0.75156465 0.57372352 0.26772353] [-0.59296603] [ 0.50627845 0.5151035 0.55053645 0.43602086 0.33811221 0.43732307 0.44253862 0.53077288 0.54206219 0.39033359] [ 0.14322276] [ 0.09523527 0.49720747 0.51097916 0.59455097 0.49258542 0.79092379 0.39101603 0.35854047 0.40090236 0.37621213] [-0.3710352] [ 0.23882125 0.3818925 0.56779118 0.37340975 0.51019904 0.66354867 0.54865214 0.61555972 0.47058865 0.55711749] [ 0.47709318] [ 0.10145908 0.56601163 0.4872211 0.46687671 0.51009471 0.82435072 0.33635088 0.34550917 0.42436589 0.56009662] [-0.81630935] [ 0.49387116 0.58010158 0.50774066 0.42380202 0.25020368 0.32334719 0.5156098 0.6141817 0.54401875 0.31453776] [ 0.91735829] [ 0.67314692 0.72033815 0.54424486 0.39407514 0.29196543 0.31790978 0.5237567 0.74304916 0.73278527 0.30764066] [-0.89738272] [ 0.410703 0.54459136 0.45638525 0.61682761 0.42104177 0.54659655 0.45938589 0.44836295 0.38617834 0.39867436] Progress: 86.6% ... Training loss: 0.302 ... Validation loss: 0.479[-0.34030969] [ 0.69365774 0.6953211 0.45616195 0.46180502 0.30301472 0.42956835 0.47971896 0.51939067 0.62102869 0.64755555] [-0.11362701] [ 0.35064168 0.3218894 0.58310158 0.42612744 0.33654195 0.76183677 0.38050764 0.50635504 0.37190387 0.33433025] [ 0.61732195] [ 0.55020042 0.70746434 0.45620991 0.49455081 0.35645758 0.36361481 0.59040807 0.58942386 0.68314115 0.44782586] [ 0.58534431] [ 0.1209754 0.64477867 0.42157499 0.62079885 0.36160332 0.82956494 0.31680535 0.39804504 0.46944126 0.55987107] [ 0.48954186] [ 0.57735577 0.51824123 0.62326846 0.37887347 0.32194402 0.36231885 0.55846298 0.61372028 0.58519573 0.24445193] [ 0.12955532] [ 0.25725087 0.37781561 0.5584713 0.41427265 0.57772641 0.75574132 0.3731029 0.50693841 0.42024 0.45062231] [ 0.13046712] [ 0.14929831 0.37667287 0.61708384 0.42378707 0.44572083 0.7346521 0.50632584 0.39817636 0.41324113 0.41185136] [-0.03854964] [ 0.23455398 0.36490289 0.69070073 0.29025682 0.40440765 0.6269129 0.53723008 0.54345774 0.49145242 0.26060275] [-0.02183993] [ 0.52118219 0.47232348 0.55365169 0.39627136 0.48062511 0.67965879 0.42683112 0.55898232 0.5903056 0.4333462 ] [-0.03530007] [ 0.40941524 0.47409933 0.44799414 0.30956523 0.38010172 0.61429704 0.4180091 0.52294862 0.41806864 0.35553443] [ 0.080601] [ 0.48912171 0.67417125 0.38041526 0.45328812 0.30182418 0.53845329 0.44451841 0.4622099 0.52229611 0.44997325] [-0.18960703] [ 0.60868113 0.51629131 0.50510985 0.33057073 0.39414287 0.38161301 0.57527886 0.53509094 0.43803216 0.38469975] [-0.06153472] [ 0.34099423 0.38170069 0.58718683 0.35615523 0.49487876 0.59227103 0.4635942 0.4018022 0.408069 0.45123748] [-0.11714828] [ 0.55249993 0.68961601 0.42322592 0.48643652 0.34402494 0.32762803 0.41168812 0.57963667 0.55917738 0.58279791] [ 0.49140483] [ 0.11393048 0.45313004 0.55484026 0.42456425 0.51046137 0.80941117 0.3554592 0.37775461 0.40363142 0.52505554] [-0.54173691] [ 0.53909489 0.5866012 0.59583917 0.43643599 0.43648443 0.66122073 0.52003143 0.43464639 0.48912 0.55067526] [ 0.31179121] [ 0.49877786 0.39259597 0.66024488 0.23681542 0.5288125 0.49430344 0.47127748 0.46633873 0.52236003 0.40950785] [ 0.30391495] [ 0.30793987 0.37083742 0.57025222 0.47650736 0.33013211 0.69973181 0.39423768 0.50261538 0.54106421 0.29909765] [ 0.89301268] [ 0.64083006 0.6254203 0.48918014 0.482043 0.28398373 0.37716576 0.42414182 0.44380414 0.55518871 0.48139621] [-0.58881637] [ 0.46630259 0.53434191 0.48749075 0.57766064 0.31143871 0.53547816 0.3388339 0.47607442 0.55870994 0.46781941] [ 0.4488709] [ 0.09010512 0.60404444 0.45833827 0.44507684 0.35491511 0.80675332 0.3057305 0.33142534 0.47644416 0.50292659] [ 0.47451777] [ 0.10932667 0.38395173 0.65093646 0.39443752 0.52414418 0.78535209 0.38938201 0.29992337 0.41092073 0.48185485] [ 1.71519867] [ 0.7903259 0.59443485 0.60428359 0.36099164 0.48007737 0.41652675 0.51044869 0.51733268 0.63846807 0.45708269] [ 0.36221823] [ 0.2850094 0.5667321 0.60624225 0.50698243 0.59457384 0.78258464 0.43729528 0.43047857 0.45909908 0.59291361] [ 0.28659712] [ 0.36298035 0.63904535 0.32245173 0.55884659 0.39388349 0.6396477 0.4692593 0.46551641 0.50880096 0.4117459 ] [ 0.42765953] [ 0.55427601 0.29095648 0.69158226 0.15104759 0.46470683 0.50155688 0.55050703 0.71755019 0.49762151 0.27444146] [-0.42824434] [ 0.21360988 0.70365746 0.37828686 0.69686319 0.28951122 0.64174751 0.41005052 0.56929553 0.50014278 0.44408897] [-0.23879748] [ 0.36748962 0.75089689 0.32455752 0.57684612 0.3628701 0.62539648 0.31892408 0.50199615 0.53849961 0.63442362] [ 0.0315047] [ 0.15136829 0.50345744 0.63479559 0.43845667 0.32954993 0.75396256 0.43036825 0.54100239 0.44047283 0.39369558] [ 1.05752941] [ 0.680518 0.38779661 0.6534609 0.20506876 0.32454227 0.28472768 0.57348527 0.66268221 0.48011106 0.18899527] [-0.27710875] [ 0.513575 0.58103213 0.56050422 0.40878469 0.49513258 0.52873831 0.47286971 0.5222167 0.47677487 0.54598411] [-0.09050666] [ 0.57745276 0.49734449 0.55940418 0.46619763 0.51532415 0.51315631 0.39508205 0.38658913 0.52176256 0.50994767] [-0.41192207] [ 0.677646 0.63367787 0.54714195 0.53569874 0.45637807 0.50979123 0.44224985 0.56045417 0.60532048 0.61552347] [ 0.47013511] [ 0.08452576 0.51641567 0.47921971 0.53788124 0.4782944 0.78220003 0.39522699 0.36642713 0.45210583 0.41966881] [ 0.03285975] [ 0.38679194 0.75109958 0.37504191 0.45327089 0.42567706 0.61116309 0.51450693 0.5482968 0.54934782 0.62542477] [-0.08211172] [ 0.3206348 0.39646714 0.49700275 0.38077614 0.50756032 0.59166113 0.36927852 0.43950536 0.43096895 0.33889666] [ 0.04179929] [ 0.60366176 0.67623674 0.5072533 0.27800936 0.44872158 0.55168026 0.52477562 0.5902303 0.51524632 0.55401952] [ 0.43110372] [ 0.1699513 0.43699777 0.60184458 0.45676984 0.47402763 0.65814782 0.42353117 0.4071919 0.50259908 0.39351207] [ 0.44070002] [ 0.62209309 0.58099592 0.50365174 0.56920947 0.31174928 0.44510626 0.49900715 0.42417599 0.56547629 0.53987317] [-0.66667058] [ 0.44089469 0.62061091 0.56111952 0.46247379 0.33760325 0.59398635 0.46457835 0.39646466 0.5381169 0.49348971] [ 0.08140034] [ 0.57994241 0.64072 0.44760908 0.48974552 0.35180099 0.3670419 0.50356715 0.58760692 0.59129428 0.4460111 ] [ 0.20242586] [ 0.75222805 0.46496603 0.60509458 0.23097463 0.43573647 0.5471668 0.56571405 0.52814803 0.41652563 0.43909865] [-0.16866691] [ 0.51964203 0.48780713 0.46476999 0.56815504 0.24743946 0.46470147 0.51900157 0.79068288 0.50498206 0.27687968] [-0.145483] [ 0.68268939 0.71073285 0.39785474 0.33283819 0.4501347 0.55481886 0.48053653 0.37384517 0.55394502 0.63348729] [-0.45844103] [ 0.32063945 0.60081384 0.50339856 0.30212539 0.27042755 0.53365249 0.45792812 0.66588727 0.51430612 0.31922704] [ 1.47876097] [ 0.45188966 0.5229251 0.46327946 0.47831441 0.45186427 0.48372818 0.41562239 0.53598251 0.54808954 0.43965333] [-0.45338427] [ 0.67988582 0.51410939 0.54739966 0.43366759 0.48351522 0.50874628 0.54210785 0.40313484 0.67531986 0.5742164 ] [ 1.14296207] [ 0.80008832 0.43911602 0.65512545 0.28997406 0.42440575 0.32151796 0.65416561 0.63069131 0.50258465 0.27556177] [-0.04531413] [ 0.52483006 0.33008971 0.58194978 0.4672488 0.46109691 0.60554302 0.55419682 0.55069555 0.46235994 0.56561468] [-0.34877405] [ 0.56322829 0.6114566 0.64914332 0.26728597 0.54569632 0.5951775 0.50623272 0.52460637 0.5303949 0.58065456] [-0.16866691] [ 0.51964203 0.48780713 0.46476999 0.56815504 0.24743946 0.46470147 0.51900157 0.79068288 0.50498206 0.27687968] [-0.65469772] [ 0.48284022 0.5272419 0.61971505 0.25684167 0.41274611 0.43917941 0.5176094 0.56493194 0.6159314 0.34580109] [ 0.07004124] [ 0.64180895 0.60505322 0.55477916 0.35696599 0.39773198 0.39682025 0.62481232 0.44491984 0.62138998 0.52863058] [ 0.1772382] [ 0.24089414 0.48114878 0.47391378 0.52829476 0.4541472 0.5003679 0.456709 0.45888799 0.46486199 0.63948978] [ 0.88666004] [ 0.08059159 0.63707837 0.43431435 0.58011976 0.45742686 0.8668915 0.34220449 0.37759505 0.36398297 0.56161668] [-0.00284698] [ 0.20781193 0.54864188 0.44533236 0.67683394 0.41166982 0.57349781 0.33571217 0.56299285 0.52741698 0.39944356] [ 0.90669543] [ 0.41748414 0.50734675 0.58971327 0.50559383 0.58273568 0.57395618 0.37088574 0.39320238 0.50275805 0.45402562] [ 0.0334039] [ 0.26139035 0.50062012 0.59838429 0.35635001 0.47043884 0.72886212 0.45504626 0.54435637 0.4828678 0.54562727] [-0.56013199] [ 0.65257801 0.67783494 0.48620721 0.38804186 0.53506853 0.42521619 0.53183433 0.52719988 0.63087826 0.40109376] [-0.56013199] [ 0.65257801 0.67783494 0.48620721 0.38804186 0.53506853 0.42521619 0.53183433 0.52719988 0.63087826 0.40109376] [-0.76429609] [ 0.11135692 0.5748137 0.50340563 0.52177318 0.29442242 0.63357284 0.4279955 0.51161826 0.58763022 0.24891042] [ 0.21289534] [ 0.22317775 0.43724365 0.55524645 0.49165738 0.47847844 0.65455203 0.4081366 0.40595438 0.51085865 0.41839854] [-0.346957] [ 0.38922699 0.47461794 0.50521093 0.45170272 0.38196717 0.43487275 0.55748967 0.4908617 0.45295093 0.31096407] [ 0.33282684] [ 0.55952945 0.61822122 0.49478075 0.46568607 0.41204492 0.39413516 0.48086871 0.47415743 0.52819853 0.62682982] [ 0.02292352] [ 0.32916037 0.19039272 0.72131151 0.23154828 0.64874499 0.56502925 0.42832441 0.39587118 0.40109765 0.28948897] [-0.12912562] [ 0.45628187 0.47908659 0.5984061 0.37833506 0.49876731 0.64084265 0.46948497 0.37796871 0.36414993 0.48491056] [-0.1443254] [ 0.52021571 0.54750784 0.45751365 0.41390998 0.30545858 0.51395245 0.49795626 0.47501216 0.45656095 0.48374302] [-0.10251878] [ 0.53247307 0.40291953 0.59843998 0.39604951 0.55823153 0.60109679 0.57616505 0.36324833 0.38364654 0.39325425] [-0.10954829] [ 0.19940478 0.58903095 0.41931306 0.65757908 0.36447296 0.76285638 0.32354751 0.56301337 0.55338764 0.46494954] [ 0.41831587] [ 0.17828796 0.57785607 0.44661664 0.58962826 0.31938692 0.56555793 0.45018613 0.48878593 0.56010157 0.34114845] [ 0.36892131] [ 0.17146376 0.35554085 0.51979092 0.3821834 0.52607006 0.81394661 0.39097731 0.35648884 0.3594499 0.44693947] [-0.12877243] [ 0.2466327 0.55590229 0.55936621 0.53272928 0.31405441 0.67567115 0.38117594 0.42096071 0.38064464 0.48927401] [ 0.70294964] [ 0.58380554 0.53146142 0.4880073 0.56813195 0.27255863 0.49521753 0.48486966 0.50588956 0.54240098 0.4693107 ] [ 0.42838279] [ 0.31862519 0.62299545 0.40411677 0.70346107 0.40312794 0.76235538 0.49234301 0.55996443 0.39647383 0.47821008] [ 0.07615885] [ 0.53323475 0.68320676 0.50169756 0.57375168 0.39342987 0.64049848 0.41283295 0.58914313 0.63319692 0.55464793] [-0.53184805] [ 0.55804331 0.6626617 0.4584964 0.59735643 0.31242518 0.50858103 0.45353061 0.67713334 0.61233126 0.59506589] [ 0.42401131] [ 0.5406095 0.61741012 0.48507823 0.48780791 0.25905362 0.39488729 0.547049 0.56514078 0.57574733 0.44160743] [ 0.20575657] [ 0.51574598 0.71806837 0.35433038 0.38207937 0.36371805 0.66547062 0.38887484 0.4936777 0.52846669 0.64005828] [ 1.14997414] [ 0.7296293 0.51326383 0.54627343 0.43729427 0.36713486 0.42190586 0.47404338 0.40849089 0.50430729 0.57302742] [ 0.82164056] [ 0.59008292 0.58236248 0.59057109 0.34877866 0.45044886 0.56536653 0.51970348 0.55160339 0.56363551 0.46753715] [-1.44754695] [ 0.44729951 0.34652729 0.67582741 0.27355409 0.49723383 0.47488094 0.51983322 0.57683833 0.50665323 0.30140827] [-0.17236642] [ 0.56804947 0.60264835 0.55315607 0.55232638 0.40136392 0.47708819 0.56214167 0.60622743 0.58262635 0.47424472] [-0.19763732] [ 0.24325793 0.59729465 0.42449256 0.46659261 0.36461998 0.52508981 0.46288033 0.5063945 0.49350302 0.63302101] [ 1.11492657] [ 0.5502799 0.75470776 0.50677427 0.46590048 0.415903 0.55380814 0.52774014 0.57601404 0.60320716 0.64247413] [ 0.0461018] [ 0.37217364 0.7807521 0.3936489 0.65457338 0.31964492 0.61236163 0.36723254 0.63798096 0.6428393 0.56863336] [-0.03791142] [ 0.22348369 0.44180748 0.60888129 0.57297007 0.41378673 0.69508345 0.36508756 0.4859371 0.54785555 0.41876164] [ 0.04338552] [ 0.40791164 0.84072006 0.35969608 0.71387393 0.42424572 0.68415859 0.40111124 0.46926642 0.55453551 0.72719775] [ 1.29895954] [ 0.79050628 0.51584884 0.6422835 0.40381181 0.36385949 0.31545756 0.56578689 0.73282338 0.56159541 0.30209196] [-0.04327404] [ 0.4719331 0.57995607 0.49322126 0.50116109 0.42566194 0.78730871 0.44400818 0.50804164 0.43793313 0.64479903] [ 0.76271753] [ 0.43981959 0.61425662 0.49713286 0.57295764 0.45378815 0.53144736 0.39903081 0.48982425 0.52022893 0.51331682] [-0.52804503] [ 0.56069418 0.43861057 0.53106632 0.53085488 0.41565327 0.54843371 0.45791238 0.4745909 0.41664213 0.44716238] [-0.55302036] [ 0.79290415 0.43668212 0.58673417 0.38366612 0.51176587 0.47942511 0.49500377 0.52749718 0.57753794 0.41010352] [ 0.66858425] [ 0.23304525 0.56983112 0.44290024 0.41769242 0.34730566 0.4363594 0.42025866 0.65431491 0.51833054 0.27797704] [ 0.03082081] [ 0.204489 0.3031213 0.72321926 0.41180486 0.48747369 0.71749433 0.46747446 0.37390425 0.38489954 0.34439701] [ 0.24851979] [ 0.26394367 0.59728495 0.58303935 0.45498603 0.55122 0.77747426 0.41488484 0.4049081 0.50467943 0.62433483] [-0.05398265] [ 0.60186184 0.47154031 0.60603842 0.42232875 0.29861216 0.36122497 0.53974468 0.67911832 0.48456149 0.2444235 ] [ 0.05603776] [ 0.23238327 0.37139432 0.66715363 0.37193484 0.43232154 0.71073137 0.39626775 0.52153221 0.34498158 0.37433488] [-0.24284982] [ 0.66203393 0.78565487 0.5310869 0.35359383 0.50548837 0.55945998 0.58721619 0.49104353 0.62878346 0.67285507] [ 1.30798238] [ 0.77070155 0.63732066 0.57523376 0.44979703 0.31398827 0.37034982 0.52528976 0.77935206 0.6266119 0.34268547] [-0.11003738] [ 0.54892193 0.66048484 0.45631758 0.64722685 0.40879992 0.56436474 0.43015231 0.55458676 0.5507882 0.63841682] [ 1.85165699] [ 0.74221787 0.48096553 0.57395926 0.28060773 0.33944205 0.24968495 0.53881893 0.60629896 0.6021756 0.27183951] [-0.01174634] [ 0.1930858 0.69238903 0.45186585 0.45813638 0.44383069 0.68318764 0.3967206 0.42692042 0.51030426 0.56309788] [ 0.41347362] [ 0.07947722 0.62133689 0.40585613 0.62621917 0.40429567 0.76260824 0.30894967 0.49552089 0.44503843 0.49556111] [-0.08665718] [ 0.66769225 0.64405429 0.53508218 0.29493554 0.33965713 0.4075912 0.60520587 0.67470752 0.60899973 0.42180805] [ 0.10474789] [ 0.50026323 0.27948215 0.65841278 0.21428991 0.55006617 0.56039528 0.48972849 0.56963583 0.47252774 0.33266553] [ 0.0333401] [ 0.21309905 0.50768484 0.43872602 0.59633226 0.41463093 0.80015203 0.39160352 0.5639316 0.3039762 0.40015473] [-0.54891791] [ 0.5573819 0.78814831 0.34316302 0.58797248 0.31381599 0.52017513 0.43842265 0.32503001 0.55993916 0.64746257] [-0.0059062] [ 0.39882287 0.74407654 0.47100619 0.6147348 0.42924731 0.74927737 0.43065459 0.47685492 0.62335224 0.6954979 ] [-0.05346757] [ 0.56571682 0.54724159 0.62990575 0.29316381 0.42120445 0.51896613 0.4639217 0.55658252 0.484035 0.40934362] [ 0.13166279] [ 0.2658197 0.54233197 0.55367887 0.42986316 0.46057357 0.72580047 0.49007083 0.43515814 0.46145981 0.53004601] [-0.32798349] [ 0.53170118 0.67701308 0.47815818 0.42567349 0.33108989 0.46879787 0.42713173 0.49575098 0.58909202 0.48176461] [-0.13157303] [ 0.75913543 0.64766666 0.46196445 0.4032709 0.31014075 0.44999378 0.47679924 0.46317732 0.64671993 0.5470075 ] [ 0.65313976] [ 0.12221691 0.66860299 0.46215057 0.64300671 0.56158068 0.8531709 0.38944608 0.50731932 0.45869539 0.59901643] [ 0.8616783] [ 0.6562376 0.49811779 0.63121124 0.42290572 0.45546113 0.33276927 0.51742293 0.61001298 0.54705924 0.38640745] [ 0.98758554] [ 0.67506716 0.76237688 0.4837173 0.52059538 0.36966871 0.52606261 0.53946233 0.56767615 0.63686141 0.65810041] [ 0.13232948] [ 0.38930928 0.5764242 0.44633437 0.5834506 0.49939964 0.78832208 0.51006363 0.45176601 0.4882119 0.62184884] [-1.26383219] [ 0.48575776 0.72581616 0.37873937 0.67813221 0.17145877 0.29980999 0.51668477 0.7741299 0.62505234 0.5916705 ] [-0.24652775] [ 0.16133273 0.46826483 0.65640215 0.33621617 0.35225965 0.70608996 0.48702326 0.52461484 0.52588453 0.34212859] [ 0.39734326] [ 0.32369123 0.65186842 0.54779671 0.38992584 0.38298981 0.59756928 0.41002217 0.41478063 0.52120506 0.53161014] [ 0.1038036] [ 0.46811862 0.599752 0.46604686 0.55462577 0.44374545 0.61787791 0.4016267 0.51310917 0.502695 0.40956581] [ 1.07983071] [ 0.66770449 0.53926678 0.67108668 0.28951549 0.37919334 0.34354779 0.53817888 0.72284573 0.56166445 0.29754079] [-0.02122828] [ 0.77736937 0.68935001 0.51954632 0.24214388 0.42032052 0.41692542 0.60173379 0.43022899 0.69236868 0.60520983] [ 0.8266477] [ 0.06981545 0.52018003 0.49791759 0.64779538 0.46650334 0.89678491 0.3855894 0.3457757 0.45055764 0.50461971] [ 0.18997597] [ 0.51326689 0.54682795 0.65623409 0.37291847 0.50632902 0.76982594 0.522611 0.47629198 0.42620427 0.59910843] [ 0.83145593] [ 0.06406677 0.61951477 0.44568989 0.50753259 0.50365726 0.872332 0.3937913 0.35309774 0.45200787 0.57606872] [-0.28081757] [ 0.41448736 0.46868481 0.57045412 0.37085889 0.46803711 0.6815451 0.50530725 0.45711549 0.41435272 0.48867198] [-0.44224696] [ 0.27874051 0.5378265 0.44982685 0.56310966 0.38803879 0.66148019 0.46704542 0.66870151 0.55270768 0.58140966] [-0.03585146] [ 0.20219804 0.59826583 0.46380509 0.49685666 0.47471839 0.68915006 0.38979615 0.46052552 0.50203777 0.39717243] Progress: 86.9% ... Training loss: 0.310 ... Validation loss: 0.460[-0.79329636] [ 0.7321971 0.50250199 0.61614697 0.45813042 0.38598846 0.40982805 0.50091832 0.39612701 0.589862 0.52447476] [ 0.19374601] [ 0.62919498 0.58108328 0.50615581 0.56553693 0.30806935 0.43261008 0.50318937 0.43330852 0.57027414 0.53247919] [-0.96449497] [ 0.38577152 0.54934675 0.54490085 0.44697804 0.28831909 0.53291127 0.42244761 0.76245071 0.57013543 0.29127792] [-1.7903195] [ 0.61872363 0.64011202 0.53042767 0.55947394 0.32150542 0.32933862 0.49525923 0.67166824 0.65597542 0.26354133] [ 0.08020716] [ 0.1751033 0.6599917 0.44297659 0.6325045 0.41735752 0.7707465 0.33683041 0.51049216 0.52133714 0.57303767] [-0.82042424] [ 0.3698677 0.59821388 0.47243052 0.66131748 0.51257289 0.58160827 0.52463221 0.56272537 0.50225197 0.4047241 ] [ 0.79335651] [ 0.39318064 0.62868667 0.36865321 0.5907098 0.26948015 0.53196345 0.42643609 0.49117872 0.49594598 0.38752213] [ 0.04993089] [ 0.16965305 0.4597049 0.59543433 0.46815734 0.4317786 0.78345691 0.43929243 0.37451044 0.49461235 0.53590442] [-0.39219961] [ 0.451241 0.69993154 0.3925545 0.72496475 0.46622523 0.69441345 0.42975003 0.52761203 0.53991349 0.52021607] [-0.14459495] [ 0.24793263 0.22440283 0.78081885 0.23737905 0.45056875 0.71532438 0.41604213 0.34451781 0.27894258 0.29687799] [ 0.88750779] [ 0.27585993 0.39208968 0.65840918 0.37142014 0.30955995 0.62598784 0.43144268 0.4874899 0.43046022 0.27360243] [-0.38848862] [ 0.64753418 0.65410594 0.43762999 0.63007051 0.34191826 0.48617925 0.48873374 0.62396991 0.51526923 0.66162423] [ 0.08145337] [ 0.16475906 0.44632229 0.64830985 0.44393712 0.33660601 0.79422924 0.37330749 0.56860177 0.39309004 0.37711842] [-0.52112243] [ 0.42191536 0.66716453 0.47976323 0.57420603 0.39537228 0.57999204 0.49315976 0.4356863 0.61843065 0.63321774] [-0.02345471] [ 0.32525602 0.67904464 0.51483003 0.35123158 0.35093808 0.53512608 0.53474439 0.57147307 0.63366792 0.37007219] [ 0.33612254] [ 0.63386718 0.6491493 0.57794979 0.3856702 0.46579434 0.4325126 0.46391891 0.48666097 0.60944874 0.46108805] [-0.27558415] [ 0.61480274 0.55862765 0.58362106 0.48861244 0.36541454 0.45127297 0.46749506 0.40674353 0.60387659 0.52137245] [-0.16427496] [ 0.47085761 0.53050191 0.5597748 0.50020716 0.44707558 0.5634888 0.58588931 0.56996977 0.56405497 0.6351106 ] [-0.11521905] [ 0.09470368 0.49573209 0.55731625 0.51943692 0.32645426 0.75751129 0.41681307 0.52097517 0.45355513 0.35127719] [-0.84824648] [ 0.82914685 0.54175989 0.53549262 0.30346202 0.38181973 0.35842634 0.50972926 0.4846425 0.61844223 0.47553911] [ 0.19441595] [ 0.58053774 0.54600814 0.54842076 0.41391206 0.41360672 0.3919104 0.36796325 0.41059358 0.55257062 0.41399862] [ 0.06030244] [ 0.40883993 0.5776426 0.49169461 0.44201552 0.30857629 0.41590419 0.44096116 0.52227698 0.55339772 0.40528188] [-0.14035644] [ 0.52662548 0.78118888 0.45467724 0.52017072 0.46734675 0.66618233 0.52718651 0.46206009 0.63629432 0.67731576] [-0.75665541] [ 0.59455405 0.52460432 0.63810519 0.43511357 0.43677343 0.40735118 0.4931335 0.63303594 0.55349691 0.48532892] [-1.46426427] [ 0.53892184 0.59526104 0.5288017 0.44629388 0.41145427 0.43044877 0.59599027 0.53659566 0.62080917 0.34353962] [-0.10076656] [ 0.25153614 0.51671285 0.57444331 0.34978695 0.39443141 0.5779249 0.49331908 0.6543232 0.59535457 0.33199166] [ 0.93363633] [ 0.75623407 0.52291155 0.61214137 0.17846626 0.36038654 0.31894435 0.67316391 0.68833434 0.59288872 0.30764339] [-0.37685896] [ 0.36297185 0.60978635 0.33666151 0.74365073 0.26690375 0.45747289 0.41863818 0.47460696 0.48523546 0.6589168 ] [-0.45001416] [ 0.48707297 0.3092631 0.60004688 0.33585517 0.49766756 0.59165378 0.52836745 0.49554829 0.40779666 0.34409822] [-0.73090684] [ 0.4153134 0.59573638 0.38419064 0.59985739 0.27329823 0.55647619 0.39858885 0.58627877 0.50458701 0.53449628] [ 0.13108144] [ 0.20253778 0.5463065 0.63730092 0.35485358 0.46897877 0.69161741 0.42143103 0.53252444 0.58965641 0.49166825] [-0.1461814] [ 0.36699753 0.45304788 0.40053519 0.58559469 0.40879611 0.67215271 0.47231155 0.50461955 0.39240958 0.37098138] [-0.33182186] [ 0.4774289 0.64747833 0.5275208 0.58133969 0.27186011 0.4816213 0.42139843 0.4999879 0.59240692 0.50570912] [-0.2790842] [ 0.29344242 0.69414415 0.52742707 0.53819441 0.33429334 0.60411009 0.4432431 0.56219296 0.57561374 0.438526 ] [-1.52073398] [ 0.30835284 0.41873085 0.64283297 0.28191003 0.41129561 0.39170688 0.52642054 0.54126018 0.53445025 0.1860445 ] [-0.05997129] [ 0.32507519 0.6235406 0.48936303 0.69419005 0.41243472 0.66270021 0.3341915 0.52952905 0.50322454 0.54641742] [-0.33908049] [ 0.33336962 0.74255219 0.30366881 0.72920778 0.33702171 0.72127398 0.47422489 0.5851027 0.52151132 0.4679464 ] [-0.33474317] [ 0.49920077 0.34244703 0.54280977 0.35584064 0.39875116 0.40326142 0.64877411 0.67984203 0.50345779 0.39857494] [-0.85491037] [ 0.48338873 0.67898838 0.43801523 0.62866819 0.39763436 0.61743458 0.43909713 0.71198584 0.49644976 0.4210691 ] [-0.55337721] [ 0.38337775 0.6974133 0.37003678 0.64825502 0.39871424 0.50915168 0.37978202 0.36319676 0.49989633 0.53437357] [-0.82187343] [ 0.86557668 0.69097953 0.55076893 0.28343854 0.25926352 0.24399533 0.69290308 0.68432674 0.73922324 0.42647506] [-0.55366227] [ 0.43052061 0.73892858 0.41080587 0.67538422 0.43061623 0.62009416 0.34097125 0.5799781 0.55899267 0.58239104] [-0.06702347] [ 0.41683816 0.61301535 0.37896398 0.49752345 0.23631856 0.54917059 0.4366978 0.56734524 0.50183672 0.43031837] [-0.01214442] [ 0.20966905 0.48732707 0.47123349 0.47540447 0.5714201 0.71412171 0.43406879 0.41776593 0.35638388 0.49235854] [-0.27490089] [ 0.40510065 0.74415836 0.47415528 0.60986047 0.42322128 0.74059745 0.435545 0.48834758 0.62903314 0.68634226] [ 0.11780472] [ 0.82978793 0.4825195 0.58875768 0.40014046 0.26246135 0.36554909 0.54251744 0.64414977 0.55349729 0.40900733] [-0.25569565] [ 0.27739259 0.45394875 0.49720673 0.57585368 0.48044934 0.72326323 0.50363678 0.3949385 0.46346955 0.46135485] [-0.30508306] [ 0.61829391 0.6808175 0.46147488 0.58785625 0.30998408 0.59993487 0.41690817 0.33528796 0.5329604 0.66800354] [-0.04455515] [ 0.36841219 0.73623376 0.43705017 0.53518669 0.42018367 0.62901523 0.42853093 0.29019804 0.51567614 0.68780407] [-0.12612229] [ 0.46674495 0.76147746 0.3736912 0.53589217 0.3912585 0.64841385 0.36758441 0.37068206 0.55221095 0.72412117] [-0.06488104] [ 0.34307068 0.33936211 0.56483656 0.27599405 0.47097052 0.52646177 0.48161458 0.50991395 0.35341494 0.28213441] [-0.58083673] [ 0.59310661 0.64801968 0.5301092 0.57514201 0.42317238 0.56413032 0.3690328 0.62250974 0.61828997 0.46140622] [ 0.34953754] [ 0.17243466 0.51939304 0.52096266 0.4176887 0.54074041 0.85094219 0.27725361 0.51344012 0.39796192 0.63044612] [ 0.11049363] [ 0.42609883 0.78704139 0.34672336 0.73451574 0.22639234 0.48823924 0.46188206 0.51251964 0.64278274 0.68570788] [-0.64528789] [ 0.78297431 0.55462542 0.57202067 0.2748745 0.33018943 0.40769387 0.61251587 0.49528668 0.59759492 0.48458022] [ 0.45383936] [ 0.61052646 0.59558772 0.49056379 0.50754673 0.36574506 0.361807 0.50068305 0.47821186 0.59200621 0.42152773] [-0.54493567] [ 0.41765099 0.75859935 0.35350238 0.60864898 0.27516503 0.38115438 0.59708786 0.75232959 0.65398611 0.54072966] [ 0.43839764] [ 0.11626534 0.60277552 0.54002958 0.49674278 0.38464079 0.79142247 0.32480621 0.35315191 0.45399163 0.51178145] [ 1.51891401] [ 0.35568012 0.54920184 0.39948083 0.60493922 0.3004828 0.52783949 0.41645416 0.57628968 0.51853147 0.35091441] [-0.16764202] [ 0.76397484 0.70186505 0.54724266 0.4699368 0.41801484 0.43621916 0.6792383 0.50850058 0.65988398 0.53153097] [-0.28938455] [ 0.46500361 0.43573731 0.60794633 0.30114912 0.47740818 0.50518571 0.53879658 0.57985554 0.41203031 0.40941383] [-0.07903142] [ 0.28645746 0.56838036 0.45045553 0.53265154 0.38833571 0.60070879 0.47364492 0.35331296 0.63488216 0.50914567] [ 0.09725569] [ 0.26584283 0.56140893 0.43257124 0.43241276 0.50701838 0.59869059 0.36549633 0.40446153 0.53029268 0.35278042] [-0.27657116] [ 0.35739352 0.39004529 0.59850465 0.49724819 0.46715921 0.5537713 0.55507207 0.50208636 0.41169122 0.33606161] [ 0.09282047] [ 0.63626891 0.687253 0.5144899 0.5973358 0.39200568 0.58223821 0.48322481 0.63382821 0.60182187 0.58567634] [ 0.23623283] [ 0.28589569 0.80166203 0.32862369 0.71690352 0.21008661 0.67195063 0.36496889 0.53468698 0.59762369 0.64885535] [-0.89400952] [ 0.79835669 0.51226325 0.52940284 0.37590002 0.34253191 0.42012011 0.48855214 0.45522822 0.58785672 0.49719563] [ 0.12772353] [ 0.55800479 0.62471513 0.37314835 0.58926371 0.25308451 0.24595858 0.51190997 0.55468181 0.66736418 0.32766836] [-0.56512452] [ 0.40837917 0.69751789 0.35297375 0.61073592 0.36517746 0.54843552 0.3216868 0.50575194 0.5334943 0.58551969] [ 0.33351891] [ 0.61551641 0.68766965 0.4746267 0.45010088 0.27404664 0.34849043 0.53605823 0.59183985 0.60646471 0.55497424] [-0.48145821] [ 0.39774092 0.77371721 0.34696769 0.57776828 0.27229065 0.60153385 0.37206242 0.50702574 0.61482275 0.59206169] [ 0.19119843] [ 0.2860591 0.43497631 0.55837657 0.53004836 0.32178115 0.59413294 0.49752548 0.4802978 0.51890698 0.31558007] [-0.39856893] [ 0.35621799 0.67436358 0.50336915 0.72199989 0.45796646 0.68432419 0.42970925 0.50176216 0.60124344 0.4808967 ] [-0.76584904] [ 0.39043931 0.63724595 0.38642237 0.54237778 0.33134283 0.67923056 0.45999482 0.57270836 0.51376787 0.45483019] [ 0.29538648] [ 0.10983528 0.64384096 0.52886876 0.4196388 0.43203332 0.82055058 0.40152248 0.34879259 0.53812307 0.58988248] [-0.01122957] [ 0.13698868 0.36455486 0.64117874 0.40017262 0.42966263 0.70743316 0.37455423 0.42527802 0.40334069 0.32949037] [ 0.25347949] [ 0.37063974 0.60483662 0.45645933 0.61093762 0.42609847 0.46701278 0.4184662 0.5570355 0.61609811 0.38500784] [-0.61628167] [ 0.41666714 0.75393189 0.33942877 0.67273854 0.27453955 0.53556787 0.41804331 0.37626592 0.5620766 0.5914011 ] [ 0.20345889] [ 0.39525852 0.63981487 0.4118474 0.52356514 0.33296197 0.49252311 0.46082309 0.54501042 0.54303355 0.49621763] [-0.56381623] [ 0.30264338 0.66093722 0.5171311 0.46559005 0.35537428 0.58258637 0.50159116 0.53120038 0.49484794 0.43517812] [-0.29461828] [ 0.23894609 0.55752944 0.40889629 0.60600463 0.42173133 0.76685996 0.46155431 0.59804666 0.48086815 0.47115824] [-0.21302474] [ 0.32642203 0.69817984 0.43640328 0.47480414 0.38295234 0.67987234 0.44018208 0.40445361 0.61582694 0.68201401] [ 0.06251645] [ 0.20704447 0.46196012 0.50515112 0.41374846 0.42634967 0.70534295 0.3407866 0.45274867 0.38206122 0.4062667 ] [-0.46646796] [ 0.29140395 0.52109943 0.50671163 0.29750867 0.43319574 0.58603835 0.39446129 0.56689374 0.40559005 0.410473 ] [-0.65618902] [ 0.55647722 0.31304401 0.51810126 0.32294247 0.54914045 0.4912138 0.5222581 0.4246854 0.31772161 0.40655513] [-0.11807174] [ 0.269864 0.41765219 0.51662121 0.64623666 0.51654933 0.73790695 0.5138181 0.42686485 0.4135024 0.41961847] [-0.26261757] [ 0.70883647 0.60819704 0.53752509 0.4409855 0.39564879 0.41660751 0.46156233 0.63918295 0.63676917 0.38206386] [-0.18149083] [ 0.58242901 0.64228969 0.53347102 0.36889821 0.44996525 0.57361194 0.60195762 0.50650627 0.51730928 0.58312857] [ 0.51999128] [ 0.26185879 0.62811164 0.40768968 0.66975558 0.52116323 0.74812499 0.41964278 0.58355028 0.46614205 0.58587923] [ 0.41552531] [ 0.79091322 0.493141 0.58359465 0.45230035 0.27819173 0.26392948 0.54278103 0.61045266 0.5366982 0.44706404] [ 0.02224727] [ 0.31032833 0.63692512 0.46599738 0.6038725 0.28426637 0.66874978 0.39311032 0.38957999 0.53628732 0.60309436] [ 0.37372473] [ 0.22803079 0.40800175 0.50488474 0.42021216 0.64499849 0.64690321 0.42558675 0.33122008 0.35100315 0.72168176] [-0.35373555] [ 0.51744667 0.53642135 0.52815958 0.35335842 0.46194268 0.68213503 0.39629947 0.41915443 0.44731719 0.63948433] [-0.11567003] [ 0.28754983 0.60038153 0.42103203 0.64730536 0.31260264 0.69821656 0.49814333 0.58112275 0.46710604 0.47017557] [ 0.26994979] [ 0.3352894 0.38471262 0.63030842 0.32433494 0.58117283 0.6693221 0.36456749 0.52984558 0.47504162 0.40372869] [ 0.36288498] [ 0.65138898 0.53572722 0.58170606 0.28355194 0.39951944 0.42970732 0.61727189 0.58732207 0.54765916 0.35847447] [-0.15284338] [ 0.39610448 0.67358945 0.40139624 0.55685392 0.43672897 0.60107263 0.39210613 0.36256875 0.43304275 0.66840691] [-0.59564121] [ 0.51199486 0.51590223 0.537849 0.30963278 0.52432898 0.66991427 0.41493818 0.42865206 0.46067976 0.60241039] [ 0.12481065] [ 0.11713295 0.65675308 0.39941381 0.55986219 0.31731156 0.76154274 0.33394331 0.48377915 0.4906032 0.46006469] [-0.30012675] [ 0.46577539 0.66300556 0.40829276 0.57765728 0.32903603 0.70224396 0.35304962 0.50856318 0.53088955 0.66459389] [-0.31479564] [ 0.5777132 0.60318602 0.50862012 0.51789722 0.28026209 0.61158634 0.43215487 0.4607716 0.51504764 0.50322528] [-0.43235378] [ 0.71600892 0.56039773 0.56923965 0.29776377 0.44982406 0.52565049 0.44322364 0.52582382 0.60519097 0.62281175] [-0.17996473] [ 0.44048047 0.67556852 0.38185 0.45463173 0.3392537 0.59345381 0.36263172 0.42134945 0.49867504 0.56174953] [-0.91676632] [ 0.76540599 0.57914892 0.5504881 0.3723874 0.32823082 0.41054579 0.4867301 0.46895 0.66033362 0.51360238] [ 0.17790267] [ 0.2306411 0.69438739 0.50754424 0.41610861 0.30739943 0.61126454 0.42552614 0.65332115 0.59834167 0.41005831] [ 0.56026953] [ 0.19066179 0.59327645 0.48503479 0.4339253 0.28620633 0.55173218 0.50541944 0.58038214 0.63694893 0.21797796] [-0.43509838] [ 0.25511807 0.39922518 0.59530699 0.23231521 0.47832748 0.5846812 0.39696249 0.46725307 0.35183054 0.3989007 ] [ 0.0823587] [ 0.41165849 0.61177843 0.54479024 0.61947479 0.43362999 0.47040765 0.43062984 0.54638118 0.67000669 0.36017588] [-0.06457372] [ 0.45098117 0.50871368 0.71600123 0.26456919 0.53939841 0.54861201 0.42819905 0.5606407 0.55335631 0.39481882] [-0.23579836] [ 0.25699962 0.38094213 0.65138463 0.34970447 0.44538859 0.6563986 0.42805955 0.41096398 0.42988504 0.36939321] [-0.19615526] [ 0.2097624 0.56933787 0.43532561 0.6129471 0.43986726 0.76627941 0.44896273 0.63771264 0.50590424 0.51834109] [-0.21537545] [ 0.59234999 0.64558882 0.52357127 0.35133691 0.46215284 0.58993149 0.46763053 0.53753898 0.56788367 0.49417039] [-1.12570994] [ 0.45349705 0.52888974 0.39999374 0.57608357 0.29572051 0.60302529 0.40993533 0.62162622 0.50603861 0.38729208] [ 0.33400946] [ 0.19247713 0.5203285 0.44541261 0.67967225 0.41766339 0.75357637 0.38348423 0.42131315 0.38001104 0.5127572 ] [-1.22007717] [ 0.32543463 0.31159835 0.64266139 0.27314496 0.38079918 0.41395154 0.44867902 0.67191071 0.37887214 0.17268178] [-0.52519607] [ 0.81119241 0.63541282 0.50116971 0.40870406 0.28621321 0.41811502 0.52771885 0.41851244 0.57046559 0.57502441] [-0.28919995] [ 0.36635841 0.43630994 0.57137322 0.35826498 0.43639741 0.53079959 0.51048061 0.44895625 0.50237262 0.34061594] [-0.38697613] [ 0.47364196 0.63452353 0.40934492 0.5558114 0.38307167 0.48480361 0.40094042 0.46282654 0.57113747 0.49770901] [-0.95706206] [ 0.35448161 0.52458304 0.53431345 0.33653736 0.30459071 0.41149468 0.45494809 0.70561251 0.49934056 0.22863685] [-0.22971064] [ 0.42188188 0.48424295 0.6125434 0.36849476 0.45611901 0.66897228 0.52249766 0.48345468 0.37553332 0.43333588] [-0.16999885] [ 0.2351899 0.483161 0.64390373 0.29374136 0.3833572 0.64230681 0.51623056 0.54185316 0.52692351 0.29260297] [-0.25493883] [ 0.45860898 0.52875663 0.48104124 0.4318105 0.38755967 0.50567443 0.52752954 0.5471915 0.41195126 0.46101023] [-0.21698649] [ 0.61207647 0.4581917 0.47139236 0.53645701 0.33913861 0.45409459 0.48267647 0.43377067 0.51319446 0.5236193 ] [-0.38481418] [ 0.27927926 0.39331309 0.61823307 0.42794231 0.52975138 0.71921495 0.52802974 0.45133647 0.40130643 0.4229632 ] [-0.17389341] [ 0.30269903 0.60722279 0.57030206 0.30209802 0.47447444 0.67517338 0.3453125 0.53533676 0.59535731 0.45340404] [-0.1662836] [ 0.62290448 0.751995 0.53191381 0.46307483 0.35044777 0.57497144 0.59521437 0.61884611 0.61199909 0.5924309 ] [-0.48111186] [ 0.43444301 0.77147906 0.4857379 0.57312335 0.39071772 0.68606358 0.46715427 0.42581951 0.59162703 0.56343257] [ 0.02933519] [ 0.36275674 0.74674902 0.37559798 0.57464193 0.48220707 0.71272447 0.39503492 0.50768675 0.45746078 0.76145653] Progress: 87.1% ... Training loss: 0.351 ... Validation loss: 0.537[-0.20062614] [ 0.45224153 0.28930319 0.54736595 0.52298291 0.45941708 0.6935893 0.43761691 0.53221607 0.4128375 0.39960733] [-0.33760182] [ 0.23949978 0.42645313 0.46931726 0.68321897 0.40125066 0.61824055 0.45719193 0.5487735 0.35992651 0.30747904] [-0.20349036] [ 0.6701206 0.36588929 0.66068657 0.2830592 0.50890505 0.58193515 0.49994737 0.55538047 0.48025179 0.44730165] [-0.22619629] [ 0.7611644 0.43642766 0.61290278 0.32257597 0.28265013 0.3284483 0.51011953 0.49640811 0.54288483 0.36290332] [ 0.28047462] [ 0.1743791 0.63035193 0.39560483 0.4820979 0.45663588 0.75625048 0.32947144 0.43630176 0.48294411 0.51814438] [-1.01902491] [ 0.36560467 0.46539338 0.56643821 0.18584268 0.30756709 0.49500181 0.5011563 0.64097134 0.51975455 0.28106973] [ 0.77036576] [ 0.72288635 0.57489837 0.50711595 0.31749697 0.43750256 0.30185904 0.49876165 0.40844531 0.61972495 0.39625761] [ 0.53631254] [ 0.24237533 0.71093316 0.41287973 0.63287757 0.28952961 0.67253561 0.52038297 0.64439729 0.52194945 0.51470877] [ 0.81118888] [ 0.46526303 0.44493602 0.57210023 0.38284338 0.43391132 0.67449732 0.37666142 0.54480714 0.54564937 0.42164539] [-0.15585494] [ 0.46622163 0.65193409 0.4064368 0.55806709 0.31892438 0.60167512 0.37767786 0.4617523 0.53539723 0.57789914] [ 0.66033052] [ 0.28510972 0.56423239 0.49377041 0.5953541 0.3752107 0.53115074 0.43616785 0.48598978 0.5601602 0.34344394] [ 0.34789064] [ 0.411336 0.56896642 0.50185355 0.50886221 0.40581239 0.62685563 0.49519819 0.58777286 0.54535102 0.45043866] [ 0.60536149] [ 0.26836278 0.41033658 0.68116046 0.41292321 0.40446774 0.65005803 0.35182001 0.38071272 0.4800301 0.30973773] [ 0.93272345] [ 0.22306636 0.5292187 0.60817231 0.30857676 0.32593132 0.57115434 0.50663259 0.57714915 0.57573995 0.22016436] [ 0.07886572] [ 0.51895879 0.57510762 0.40983467 0.45506098 0.41259074 0.66171988 0.41679105 0.65229203 0.56826771 0.54820767] [ 0.07620881] [ 0.44263822 0.6657236 0.47875854 0.67248969 0.37857925 0.6280076 0.37923003 0.5370783 0.5581326 0.52668344] [ 0.07336399] [ 0.55532849 0.80322918 0.33473831 0.54500516 0.37000161 0.69440433 0.38345199 0.37305656 0.57019583 0.7853175 ] [ 0.20893271] [ 0.45438782 0.60216777 0.56298889 0.46507167 0.4138292 0.5036718 0.50153666 0.53359458 0.58036377 0.42015009] [ 0.0645148] [ 0.47666714 0.57255987 0.65297454 0.22368736 0.56404967 0.45909223 0.46911808 0.47767018 0.56460228 0.43942243] [-0.04268411] [ 0.3539434 0.58468756 0.41902007 0.47132837 0.46728565 0.56777093 0.40927118 0.63611975 0.52712193 0.57387911] [-0.07744406] [ 0.30047605 0.40178308 0.66142459 0.27172368 0.50114653 0.63388873 0.44330599 0.42584981 0.38594022 0.45539645] [ 0.33241778] [ 0.18495343 0.40673029 0.61333549 0.41456818 0.47871353 0.78259447 0.35681583 0.41457836 0.4704969 0.40488811] [ 0.5483124] [ 0.41503272 0.59709065 0.5493305 0.59848067 0.44262416 0.62495708 0.49303914 0.57020858 0.50764244 0.55767134] [ 0.22748494] [ 0.29188982 0.60374998 0.43804183 0.56042454 0.31697781 0.51035993 0.48750111 0.42084438 0.49674254 0.4998875 ] [ 0.46715266] [ 0.57485382 0.64567322 0.44313862 0.41121142 0.35379209 0.42150084 0.47121496 0.50376097 0.6331545 0.52647699] [ 0.40054246] [ 0.30039785 0.62911849 0.39499246 0.65902808 0.38193235 0.70011906 0.41210188 0.4156322 0.47864348 0.54761916] [ 0.55150029] [ 0.83980057 0.50458431 0.70523509 0.22393174 0.4626346 0.40604476 0.6846821 0.61930887 0.52724859 0.45047465] [ 1.23129045] [ 0.53073927 0.53009012 0.52703319 0.41965807 0.37163443 0.42803138 0.47755697 0.49518119 0.53160173 0.32814489] [ 1.78580457] [ 0.54418977 0.66228283 0.36745662 0.43819972 0.31741339 0.30249979 0.53014662 0.57676892 0.67037852 0.32323454] [ 0.97623326] [ 0.67717866 0.50536045 0.6454332 0.37400608 0.5017213 0.39765223 0.60481315 0.48054345 0.50040029 0.5126565 ] [ 2.0738319] [ 0.70706612 0.54608983 0.55304601 0.25802557 0.23494102 0.27227767 0.59399516 0.68098814 0.60751517 0.31291343] [ 0.44717285] [ 0.4916528 0.58592871 0.43824706 0.42732435 0.28979047 0.51453969 0.51854561 0.48702144 0.49909663 0.5051353 ] [-0.01583158] [ 0.25472665 0.2375625 0.74693733 0.35162082 0.49914331 0.7517931 0.41193104 0.37142291 0.40851301 0.30620124] [ 0.2998649] [ 0.5122318 0.78081947 0.4490908 0.52793365 0.47579687 0.68485677 0.51884614 0.44302436 0.62692815 0.69278783] [ 0.15619538] [ 0.51015199 0.55661722 0.50504796 0.46301567 0.4173424 0.46128037 0.42867923 0.56476702 0.66881162 0.53697193] [-0.39209868] [ 0.31882893 0.60075607 0.50442238 0.30023203 0.26848659 0.53358335 0.45923522 0.66917538 0.51642993 0.31462197] [ 0.22218993] [ 0.58538091 0.61996561 0.44748772 0.45878915 0.40409753 0.596753 0.49882267 0.54175788 0.54294945 0.62076984] [ 0.27691247] [ 0.25756817 0.45825497 0.58564424 0.40128953 0.51987415 0.78538321 0.50491581 0.3943669 0.43335558 0.58833877] [ 0.1319065] [ 0.55449304 0.66570997 0.41028147 0.58454912 0.4467187 0.67968289 0.37646555 0.3167179 0.50170783 0.70794367] [ 0.661435] [ 0.48238791 0.64345217 0.47411846 0.63790599 0.39798356 0.57383594 0.45547288 0.60507049 0.52325883 0.49659124] [ 0.33273311] [ 0.18722013 0.58748475 0.38559879 0.55651627 0.40541353 0.80558409 0.37876652 0.56600052 0.55034312 0.53953807] [ 0.19922048] [ 0.338713 0.50215071 0.43125201 0.35226528 0.46027035 0.46729156 0.43767176 0.43512895 0.54024087 0.27107437] [ 0.33422826] [ 0.26455238 0.56140775 0.43238621 0.43267475 0.50718802 0.59947003 0.36518213 0.40412135 0.52974872 0.35326012] [-0.13321393] [ 0.47438759 0.42477549 0.63633324 0.25389196 0.38838389 0.6000144 0.46317653 0.47516475 0.42818407 0.35562347] [ 0.05933317] [ 0.17036884 0.36406895 0.6651231 0.35938893 0.49834951 0.67899414 0.40055001 0.42565867 0.48424845 0.45233813] [ 0.24468997] [ 0.1178431 0.3764605 0.50283073 0.68149562 0.37466121 0.72501662 0.38275235 0.37131496 0.36624368 0.35466599] [ 0.80834903] [ 0.53016139 0.54824391 0.51394495 0.39924021 0.34332806 0.52504566 0.41303019 0.61823829 0.63361958 0.39189086] [ 0.04919872] [ 0.43743909 0.43702164 0.4721644 0.35412936 0.38210811 0.47272207 0.49823722 0.55117493 0.50203038 0.28676313] [ 0.44155488] [ 0.40105817 0.63667653 0.46210546 0.70941012 0.55770316 0.77977975 0.4047739 0.42597003 0.41612867 0.60973002] [-0.48729596] [ 0.37685781 0.51116368 0.61575911 0.36139945 0.42626645 0.46555487 0.49098338 0.68394962 0.52065933 0.3158836 ] [ 0.15964771] [ 0.77755548 0.30753977 0.67881364 0.2298331 0.48599742 0.51447099 0.51879909 0.42557627 0.52135855 0.43928236] [ 0.80086036] [ 0.66687988 0.61731393 0.49202803 0.38856088 0.41658709 0.36301928 0.54970493 0.50909711 0.62599295 0.41513202] [-0.92470715] [ 0.36102855 0.55308811 0.50791849 0.41773056 0.41794689 0.55763707 0.5156483 0.57845466 0.35500968 0.29488801] [ 0.48199411] [ 0.08240635 0.33694039 0.58162736 0.46287553 0.50987581 0.78341567 0.33440649 0.34616768 0.28663901 0.30296977] [-0.15653411] [ 0.57004513 0.5583928 0.52369842 0.51210814 0.53117122 0.43527021 0.47746516 0.51463338 0.53599614 0.42530883] [-0.39816073] [ 0.64703519 0.32199868 0.71159931 0.24120011 0.59593476 0.61423554 0.48790899 0.39656458 0.50659189 0.46361066] [-0.14907314] [ 0.63758824 0.5568798 0.63169864 0.36503595 0.46989782 0.48936998 0.5416608 0.40484809 0.62804887 0.58849476] [ 0.03341179] [ 0.38736384 0.62254832 0.54761395 0.35871388 0.36677865 0.60884842 0.48361344 0.60424997 0.6254748 0.48052702] [ 0.28018525] [ 0.20831319 0.45174161 0.49865068 0.36133423 0.46122562 0.69631787 0.39474882 0.31390465 0.39244597 0.40120832] [ 0.42554092] [ 0.19678915 0.36107871 0.6607216 0.40745621 0.48371215 0.58335558 0.35011556 0.41481597 0.44743254 0.27842219] [-0.17560289] [ 0.29176146 0.64620457 0.35212175 0.70845136 0.37351168 0.70591105 0.42989446 0.64614036 0.50428975 0.48028611] [ 0.09633482] [ 0.38710055 0.56601485 0.65855973 0.2851595 0.46644486 0.60769741 0.40373472 0.45985986 0.44255506 0.46007143] [ 0.98139044] [ 0.6331684 0.35048893 0.6625438 0.32449996 0.46218421 0.55954742 0.50409364 0.46040642 0.41321848 0.383271 ] [ 0.31193217] [ 0.22933259 0.60265998 0.37347498 0.59432204 0.43442585 0.66181886 0.39579319 0.4044626 0.50832884 0.52455129] [-0.32237935] [ 0.52907296 0.55455889 0.5391878 0.39369247 0.56091647 0.54208755 0.50984206 0.24412522 0.45737344 0.57024953] [ 1.27714931] [ 0.66281167 0.55805479 0.50911548 0.37167279 0.38156339 0.41609986 0.57650545 0.55827562 0.58799393 0.39562276] [ 0.14112442] [ 0.29649622 0.60701378 0.56807328 0.30462965 0.47809973 0.68362749 0.34201882 0.52744514 0.59121096 0.46008553] [-0.25566736] [ 0.26032104 0.25777059 0.74144558 0.21501276 0.51238042 0.6453564 0.4684268 0.47961295 0.37838004 0.28821035] [ 1.99534182] [ 0.72974011 0.56101379 0.52384857 0.37728293 0.23450986 0.27111449 0.55805221 0.65210786 0.61904644 0.2899116 ] [-0.20763596] [ 0.47889907 0.68666961 0.47954121 0.66369861 0.42113544 0.65637457 0.39931091 0.48813179 0.57619491 0.53201228] [-0.24746012] [ 0.37843453 0.29934432 0.76842347 0.22276403 0.60113911 0.67569659 0.51153928 0.30318198 0.30890487 0.44180376] [ 0.30739354] [ 0.51127466 0.62053009 0.35281932 0.47860158 0.37532556 0.58302828 0.47626537 0.38341529 0.49102085 0.53882218] [-0.46813271] [ 0.74592578 0.48308389 0.57191203 0.44910582 0.42220201 0.50770864 0.46853025 0.36146627 0.54722592 0.58641561] [-0.33340514] [ 0.79010943 0.6357362 0.61428551 0.48220713 0.49041795 0.56251564 0.49510715 0.56685054 0.62683554 0.62693152] [ 0.03159611] [ 0.46873343 0.57485999 0.52115583 0.42762472 0.47156992 0.75389255 0.48877709 0.43695034 0.42361063 0.64378893] [-0.02184137] [ 0.559206 0.69522639 0.4424673 0.47822695 0.41279515 0.48741771 0.49288622 0.46275389 0.71336369 0.71154939] [ 0.00477021] [ 0.34061166 0.29489356 0.70829433 0.28966121 0.53030155 0.56666149 0.44352213 0.40681987 0.35030353 0.39995959] [ 0.06932797] [ 0.47584452 0.19218754 0.63350062 0.31776924 0.57147111 0.59772779 0.470433 0.55971632 0.36282655 0.37250327] [ 0.25743167] [ 0.27391119 0.62760897 0.42778195 0.52098201 0.34020907 0.66116623 0.39026801 0.48870348 0.46115479 0.59738021] [ 0.20377789] [ 0.22177046 0.45075609 0.51006072 0.54459113 0.33454323 0.66889354 0.34831917 0.49581966 0.45834791 0.38703982] [ 0.38713263] [ 0.11802168 0.57962132 0.51361022 0.63623554 0.33321699 0.73734857 0.3206978 0.33426299 0.40524462 0.41543208] [-0.22598067] [ 0.2550573 0.67017592 0.41282484 0.66290584 0.309648 0.70779788 0.48078032 0.58951686 0.55517742 0.46552269] [ 0.25732618] [ 0.32059516 0.7620424 0.42833007 0.47176901 0.42291724 0.78793213 0.49926762 0.42137562 0.58527767 0.71468367] [ 0.08955561] [ 0.14729705 0.40367955 0.65284721 0.3751092 0.51487467 0.74505341 0.46550428 0.36641154 0.43711541 0.38769106] [ 0.24965232] [ 0.39129955 0.59619156 0.443622 0.68323273 0.44162994 0.76296311 0.3647181 0.5229882 0.50324713 0.60612454] [ 0.38145859] [ 0.15887768 0.7623478 0.28328529 0.62241744 0.37616801 0.72171322 0.25921138 0.55012146 0.46772601 0.63857618] [-0.04550358] [ 0.34736307 0.53081302 0.48745136 0.26614571 0.41214528 0.51826853 0.41811378 0.51345099 0.50411558 0.32278726] [-0.04568301] [ 0.50260996 0.63819448 0.40767683 0.62254734 0.25664121 0.6737231 0.35552128 0.44063324 0.54872351 0.57754882] [ 0.50628117] [ 0.50852111 0.54265719 0.56303257 0.50876062 0.30926168 0.39306981 0.4557334 0.51866273 0.56953907 0.39847492] [-0.09532646] [ 0.65600512 0.45811746 0.54471387 0.2757217 0.44117845 0.59013151 0.57430898 0.52356653 0.39790442 0.44526115] [-0.11281493] [ 0.31892065 0.62764841 0.48996096 0.45480098 0.44049046 0.66736977 0.45834428 0.63798983 0.64469546 0.62921558] [ 1.06766973] [ 0.56960651 0.60868206 0.49497888 0.51521858 0.31406091 0.40082355 0.52691741 0.47577749 0.55870175 0.42790537] [ 0.47252949] [ 0.37757413 0.54924785 0.53477698 0.47504001 0.42890337 0.64231975 0.59285516 0.53854741 0.46971201 0.55507447] [ 0.78208235] [ 0.39451742 0.6092596 0.48159326 0.64561091 0.29919872 0.69114763 0.32241268 0.28710673 0.4449175 0.61084517] [-0.69040274] [ 0.3098028 0.60980212 0.52706102 0.38328688 0.35136297 0.48822556 0.45620721 0.71120966 0.61527432 0.33014199] [-0.4233813] [ 0.12174599 0.48476071 0.55866473 0.54168377 0.258427 0.62335923 0.41364573 0.6694581 0.45682599 0.16986944] [-0.15967104] [ 0.60829196 0.62746473 0.51937714 0.34608776 0.3791766 0.45005702 0.54551108 0.52133018 0.60734525 0.56996579] [ 0.10590733] [ 0.18610172 0.4889181 0.53318935 0.48807197 0.39344595 0.70194974 0.40854359 0.44424994 0.47009415 0.33352613] [ 0.07851541] [ 0.6621158 0.56865571 0.53063883 0.32283902 0.3136833 0.35370829 0.50242417 0.48693863 0.45469487 0.49864351] [ 1.38483109] [ 0.69905078 0.45964849 0.54795071 0.38155005 0.39612961 0.38273612 0.44166213 0.45399374 0.56543456 0.41948508] [ 0.1840932] [ 0.19177939 0.54209556 0.41131735 0.54280384 0.41904368 0.69390073 0.33267135 0.48496542 0.44461104 0.40863266] [-0.26677265] [ 0.29554072 0.74678576 0.30402789 0.70146151 0.25950661 0.51199243 0.50939209 0.59305602 0.55633742 0.48702902] [ 0.36820485] [ 0.40996838 0.78668854 0.43245472 0.70432227 0.3790812 0.548008 0.47434347 0.60732416 0.61342788 0.68661 ] [-0.16541356] [ 0.509685 0.46782373 0.50305648 0.34965647 0.49474459 0.4507783 0.48554221 0.45585429 0.46128365 0.55228776] [ 1.50300868] [ 0.6795387 0.55179567 0.60131635 0.41030436 0.37401449 0.34387399 0.52376657 0.68707618 0.62729991 0.26852685] [-0.11732209] [ 0.24261858 0.22102858 0.77116468 0.23769997 0.49509642 0.62440752 0.41424271 0.34223568 0.36152245 0.24978464] [-0.0176534] [ 0.30720593 0.41179753 0.54879041 0.24853838 0.40166293 0.5580918 0.43751306 0.47134061 0.47040869 0.32724938] [ 0.24001755] [ 0.7181185 0.49429431 0.60834048 0.29191965 0.47465711 0.56960784 0.51824288 0.56551281 0.55323017 0.50977312] [-0.33275511] [ 0.72004236 0.54098768 0.53052513 0.46031694 0.36236208 0.50473934 0.49366497 0.43879933 0.56964937 0.52803317] [ 0.23312094] [ 0.31724491 0.63124928 0.36383975 0.58500475 0.49258312 0.54615117 0.39369561 0.29255845 0.4324666 0.62395101] [ 0.35254506] [ 0.30537892 0.51252906 0.55823835 0.47930009 0.46380448 0.77871582 0.44970019 0.42292006 0.36276868 0.58771051] [-0.27382239] [ 0.53595991 0.58619835 0.55884959 0.33722375 0.43731941 0.61298215 0.4544041 0.54075018 0.53799408 0.61454873] [ 0.0957246] [ 0.4063156 0.31753792 0.59582597 0.41571855 0.52677774 0.63963952 0.50966109 0.47998509 0.34274928 0.45280192] [-0.02773811] [ 0.66981475 0.71608893 0.57419454 0.44146137 0.30366163 0.44040706 0.57785636 0.65306066 0.63128058 0.45058229] [-0.02151984] [ 0.13394147 0.42079773 0.60993457 0.36254563 0.46531445 0.65349433 0.34821945 0.35755933 0.3955467 0.33904764] [ 0.25603708] [ 0.65626149 0.73350019 0.4972215 0.43733156 0.42190099 0.44062087 0.54805228 0.52418177 0.65421407 0.62380519] [-0.26035413] [ 0.34955537 0.25106443 0.76829569 0.30503391 0.4985899 0.64735616 0.43927785 0.41375409 0.4727474 0.28758571] [ 0.22208752] [ 0.64312269 0.41877841 0.66730026 0.37488475 0.55312633 0.5334504 0.49581304 0.53215408 0.43261836 0.5337691 ] [ 0.44342742] [ 0.55674539 0.50793088 0.50103245 0.47396881 0.36167948 0.48005633 0.47657008 0.53098139 0.50154498 0.48795705] [-0.07863755] [ 0.39049753 0.36488693 0.62791131 0.27569663 0.58628135 0.72021635 0.38033349 0.38667038 0.3371347 0.49268187] [-0.15932612] [ 0.23762832 0.2389954 0.76523289 0.18259117 0.52449355 0.64755122 0.48661189 0.39301164 0.39644648 0.28316571] [ 0.24392782] [ 0.16992011 0.36485078 0.58845382 0.41116299 0.58212814 0.7654546 0.53870575 0.41410679 0.35734823 0.42020826] [ 0.53503037] [ 0.37042083 0.57159977 0.6648971 0.38095527 0.46765293 0.52346392 0.44765197 0.57269138 0.60751688 0.40405485] [ 0.78865809] [ 0.54166136 0.70711617 0.45328342 0.49808216 0.35984659 0.37313706 0.58636815 0.58050401 0.67870507 0.45714641] [ 0.60373554] [ 0.11747988 0.58741144 0.55656118 0.55546676 0.29625066 0.79485099 0.35337489 0.35920839 0.55828094 0.4359436 ] [-0.50765207] [ 0.4557751 0.49244155 0.64138626 0.35628197 0.31012325 0.49638591 0.53522647 0.52832363 0.5946171 0.29603807] [-0.13002436] [ 0.24839362 0.70216991 0.3831247 0.64174679 0.38541179 0.56885541 0.41877684 0.48864505 0.40163193 0.54094023] [ 0.20376772] [ 0.56367204 0.60253916 0.50249978 0.4313898 0.41890955 0.46956233 0.56122192 0.34187956 0.60219479 0.56894526] Progress: 87.4% ... Training loss: 0.311 ... Validation loss: 0.462[-0.95584729] [ 0.57925144 0.66077672 0.47590382 0.40592757 0.23264784 0.33445268 0.44989059 0.64922967 0.64336865 0.38384224] [-0.59254048] [ 0.32133734 0.59627707 0.58491134 0.5429107 0.52587233 0.650335 0.44211213 0.47515192 0.533556 0.46250671] [-0.213032] [ 0.26794259 0.49983605 0.59957205 0.35736822 0.42159667 0.76195832 0.41675608 0.48390799 0.58814185 0.48915409] [-0.07845231] [ 0.20043456 0.65436941 0.35936077 0.66072425 0.41365878 0.6137695 0.40088104 0.36061634 0.41729973 0.45757978] [ 0.46966921] [ 0.66568522 0.54276423 0.44454822 0.46272432 0.44033759 0.41684801 0.60473978 0.54559707 0.56564561 0.64384274] [ 0.31929743] [ 0.59255146 0.59002417 0.60749095 0.32349269 0.49967832 0.45475021 0.56245406 0.61580075 0.57996098 0.38011161] [ 0.00936376] [ 0.65472887 0.52194909 0.58867007 0.3034482 0.41498222 0.48277884 0.60215968 0.48774695 0.5703271 0.51797769] [ 0.02053396] [ 0.40279104 0.71114591 0.44584763 0.55164933 0.22420621 0.53191988 0.4732391 0.63593313 0.54192158 0.51493754] [-0.33412022] [ 0.23833343 0.51415385 0.42109229 0.65628232 0.43293214 0.66276791 0.38532949 0.55514175 0.47976864 0.32898925] [-0.34632965] [ 0.44386419 0.53478833 0.4615475 0.55124456 0.386277 0.43919065 0.43172636 0.44654964 0.46339028 0.49348132] [ 0.45236169] [ 0.24201615 0.63218658 0.42547969 0.61218535 0.38471547 0.64713552 0.42171098 0.57651768 0.61110978 0.50114537] [-0.17911613] [ 0.31348778 0.53830772 0.46855199 0.42860311 0.4551934 0.56235517 0.39255601 0.50931979 0.48670796 0.35813672] [-0.18104129] [ 0.48282173 0.52089582 0.49464937 0.54149138 0.32983905 0.5255271 0.35475637 0.41691234 0.47784794 0.46720097] [-0.02478819] [ 0.19240606 0.31202069 0.75699545 0.41207776 0.49819518 0.73068547 0.42227489 0.38873082 0.44859005 0.32932853] [-0.29102202] [ 0.53836507 0.67739066 0.30124522 0.56027896 0.29931414 0.57192889 0.41841236 0.39797488 0.49913477 0.47341095] [-0.96126011] [ 0.27945959 0.48377368 0.54585487 0.26793743 0.34293383 0.58167468 0.48288344 0.54792666 0.50912901 0.33177711] [-0.11630108] [ 0.43851321 0.69385938 0.53166871 0.58119346 0.3612694 0.59994223 0.54935292 0.51108048 0.57900136 0.57181261] [ 0.08190705] [ 0.46790536 0.6797225 0.45060961 0.45135667 0.36486107 0.56637771 0.48056814 0.53517871 0.56423368 0.62004923] [-0.8496725] [ 0.55240926 0.46905 0.62338403 0.22167791 0.57299419 0.48964292 0.44604752 0.47263841 0.4036739 0.47299553] [-0.03883903] [ 0.17169838 0.38376505 0.71891886 0.30483315 0.43395143 0.6677198 0.43792044 0.44443539 0.39274657 0.23418094] [-0.59339228] [ 0.56947656 0.39045705 0.71775265 0.35547819 0.60956273 0.48621543 0.41382436 0.45601519 0.49715875 0.34261664] [ 0.43579381] [ 0.57392702 0.67601763 0.46506278 0.46817919 0.31330732 0.32298082 0.44141351 0.58498327 0.54049847 0.49521863] [ 0.36972535] [ 0.22682182 0.40801548 0.50520057 0.41926014 0.64493266 0.64773271 0.42542632 0.33152181 0.35128861 0.72017076] [-0.16813621] [ 0.62315909 0.75143898 0.53107807 0.46287502 0.35007988 0.57534809 0.59465682 0.61817457 0.61141128 0.59299028] [-0.04662066] [ 0.15601931 0.62215451 0.42181121 0.69362732 0.36847423 0.75277834 0.42750222 0.50967865 0.44582712 0.48715467] [-0.23661985] [ 0.32158735 0.5791815 0.36435024 0.51977885 0.36588996 0.4697095 0.37637095 0.55677932 0.47576107 0.46534672] [-0.46307845] [ 0.51619364 0.48887382 0.61331155 0.36459316 0.46839246 0.62040991 0.46016201 0.35072336 0.36708195 0.46854834] [ 0.47734908] [ 0.30387402 0.39876338 0.61152111 0.36423662 0.55852753 0.68220127 0.3497509 0.54456093 0.48199299 0.40082882] [ 0.1579838] [ 0.21784424 0.62071526 0.51899857 0.51507701 0.39525099 0.81032143 0.33666029 0.46393511 0.47229885 0.61803518] [-0.49201817] [ 0.56853803 0.67943987 0.497941 0.32789551 0.33521222 0.59830976 0.5597569 0.58365625 0.48708087 0.50237213] [ 0.05555716] [ 0.2920824 0.20934029 0.71151632 0.38028948 0.44547647 0.55893939 0.44616975 0.4671377 0.41161396 0.39255979] [-0.10537675] [ 0.14725161 0.67171183 0.40232804 0.57534103 0.36109343 0.70061703 0.38354456 0.45709843 0.66854867 0.49899217] [-0.76702652] [ 0.38884555 0.63676201 0.38594587 0.5419627 0.33068219 0.67943244 0.45973184 0.57294242 0.51322076 0.45532337] [ 0.16494596] [ 0.12432002 0.72673361 0.3350457 0.56143347 0.42059933 0.65523088 0.30930781 0.42095067 0.39715949 0.57203114] [-0.56253106] [ 0.56326771 0.51475295 0.52631668 0.49491749 0.41199474 0.54846701 0.39354689 0.50585168 0.45221881 0.38267593] [-0.83128917] [ 0.58919521 0.5818439 0.49322706 0.58452402 0.49000061 0.67217805 0.3492618 0.59148995 0.46714737 0.57833231] [-0.5633107] [ 0.75243944 0.47625784 0.52851241 0.3572072 0.44787272 0.28667656 0.56118867 0.43978514 0.55200146 0.54637393] [-1.03368686] [ 0.23477008 0.44589643 0.55991462 0.58202709 0.29451858 0.59412871 0.48807671 0.68437066 0.48724605 0.178654 ] [-0.51616315] [ 0.16454124 0.32152731 0.70944918 0.35942681 0.41705207 0.62880661 0.48997968 0.44562671 0.40561142 0.2770357 ] [ 0.05341029] [ 0.26251222 0.70832217 0.30637239 0.68561988 0.38330296 0.68465547 0.35269496 0.43076454 0.50183495 0.62641598] [-0.14187917] [ 0.31825929 0.48823126 0.44992382 0.50798732 0.41039271 0.66054528 0.40866992 0.6093679 0.34129558 0.51629657] [ 0.34005225] [ 0.50138963 0.65713907 0.3581624 0.61838746 0.29235691 0.64134179 0.39610222 0.39849137 0.54082092 0.5490642 ] [-0.55114197] [ 0.79257331 0.4808638 0.55421237 0.44049097 0.34741871 0.39782238 0.48885975 0.38527581 0.62004351 0.39791622] [-0.34119279] [ 0.60934393 0.67267823 0.48896039 0.38620304 0.36996718 0.5470221 0.54527955 0.60643701 0.5076011 0.56065356] [-0.00089646] [ 0.10594542 0.58640616 0.53997854 0.46368471 0.38709946 0.71980243 0.38634649 0.37948779 0.55676444 0.42376823] [-0.35747162] [ 0.56640466 0.54705258 0.62941045 0.3368373 0.52455882 0.71215834 0.56505078 0.4216711 0.48613751 0.64179801] [-0.86602392] [ 0.68798122 0.66323626 0.6174572 0.21763086 0.38061228 0.45346356 0.52275328 0.73372346 0.65022119 0.44299824] [ 0.33944214] [ 0.12475915 0.58830198 0.50581425 0.54835877 0.4626774 0.79500849 0.38457227 0.43052213 0.49916921 0.48367128] [-1.00245087] [ 0.83995917 0.32819296 0.65763129 0.34331107 0.53311883 0.45573631 0.57244881 0.47851983 0.43321754 0.55891043] [-0.29863968] [ 0.54871839 0.5796579 0.53006951 0.41463771 0.3204034 0.47036067 0.44243943 0.59796826 0.54831186 0.48493663] [-0.93661996] [ 0.76263362 0.45338584 0.60799318 0.40154581 0.51582704 0.46729325 0.48136222 0.58426606 0.61001085 0.44644817] [-0.70309415] [ 0.29278751 0.51335293 0.47962458 0.36521605 0.29823394 0.52976744 0.48755119 0.62898496 0.54720221 0.27214106] [-0.34952461] [ 0.71091707 0.50348474 0.55898647 0.39713881 0.53753043 0.31593956 0.53868555 0.46699159 0.61876522 0.30322928] [-0.91531236] [ 0.70948091 0.64085388 0.46716088 0.47708823 0.23718195 0.38733463 0.51467175 0.53375591 0.56324277 0.41110859] [ 0.98474821] [ 0.31655475 0.48635531 0.61090233 0.34311386 0.30294101 0.58005344 0.49253168 0.63577351 0.57917808 0.22146676] [ 1.38130201] [ 0.80099775 0.59366341 0.60833451 0.35308852 0.47053609 0.39231307 0.51827497 0.53458053 0.64747836 0.44082722] [-0.03064296] [ 0.23665499 0.47614807 0.50930637 0.37803632 0.51111479 0.77148142 0.37058298 0.57120936 0.44952029 0.51097287] [ 1.33035496] [ 0.60876696 0.55712381 0.53353019 0.49683043 0.4273708 0.44006191 0.43680582 0.48610228 0.62225576 0.35880445] [ 0.36906094] [ 0.82236103 0.56329127 0.64844442 0.32579078 0.37207061 0.45214732 0.63311629 0.71533745 0.57632217 0.44860301] [-0.2538308] [ 0.26259487 0.50511302 0.50995428 0.37992505 0.32587755 0.66400755 0.33096243 0.44013051 0.49860606 0.36884542] [-1.04578014] [ 0.44846073 0.68358033 0.44874905 0.56162097 0.29643225 0.47277983 0.4112099 0.58139999 0.5413509 0.50860396] [-0.84539866] [ 0.38792513 0.63926194 0.41583282 0.63715202 0.31233359 0.55008794 0.56275244 0.7665641 0.50115357 0.29502131] [-0.70203137] [ 0.70966155 0.48528593 0.52219393 0.44247532 0.4579796 0.50551071 0.54903843 0.37200002 0.64770261 0.51525528] [ 0.38338424] [ 0.1572503 0.48362537 0.64474749 0.49759371 0.37007706 0.82610284 0.32910317 0.31860574 0.37501566 0.48359265] [-0.07556451] [ 0.51502862 0.54360977 0.65761328 0.48211258 0.50086912 0.56334508 0.48408745 0.56346949 0.58130995 0.50161311] [-0.42957415] [ 0.56340761 0.61553229 0.41448881 0.38802585 0.33240417 0.4671665 0.39323506 0.4302475 0.50387832 0.44649513] [-0.0242268] [ 0.20102632 0.44726665 0.60643795 0.37431023 0.50830215 0.62794254 0.46630679 0.38513158 0.41839494 0.33889318] [-0.20083334] [ 0.29131812 0.56893746 0.43829292 0.66516037 0.47535546 0.6642757 0.41209705 0.46229955 0.53317439 0.44969342] [ 0.11614467] [ 0.33967194 0.68006233 0.36595594 0.62033736 0.32313563 0.60791152 0.38368095 0.54240942 0.571654 0.62663781] [-0.84568312] [ 0.84645906 0.39452162 0.52851161 0.43246598 0.46282154 0.42364446 0.551499 0.36319814 0.52776808 0.40112701] [-0.14149411] [ 0.36721174 0.73380972 0.39891828 0.69327311 0.29287803 0.71615847 0.45332761 0.41801639 0.63499477 0.66680146] [-0.64500707] [ 0.24436854 0.42640686 0.47191335 0.67930627 0.39651844 0.60818731 0.4611731 0.55852019 0.36459367 0.29945396] [ 0.21751033] [ 0.66314907 0.58796694 0.52970317 0.42874678 0.30260538 0.38969944 0.52791156 0.47050944 0.61948867 0.45999619] [ 0.66814893] [ 0.30902208 0.57183171 0.49625226 0.61189444 0.35040165 0.46977688 0.3424491 0.5770847 0.53889607 0.35541416] [-0.19136583] [ 0.41987117 0.62534266 0.40674893 0.43195991 0.35096473 0.74595534 0.44788217 0.60900208 0.43061132 0.50676595] [ 1.19996948] [ 0.50699043 0.72666773 0.40390931 0.50432906 0.21913784 0.25911703 0.51950362 0.68379979 0.65905452 0.35756889] [-0.17958898] [ 0.36352671 0.78851007 0.32062619 0.60523309 0.30823233 0.74167295 0.32924793 0.55950085 0.52262602 0.72850086] [ 0.11189911] [ 0.20163383 0.688709 0.35708148 0.55708104 0.43735014 0.86390186 0.26679714 0.65464074 0.50686849 0.6464803 ] [-0.08139734] [ 0.13678357 0.49530112 0.57917457 0.4617988 0.41663065 0.73435719 0.41088433 0.36071291 0.39016988 0.41626176] [ 0.66187772] [ 0.398032 0.4848719 0.58352391 0.40612736 0.43142424 0.67306302 0.35951146 0.60535361 0.58779011 0.46140763] [-0.5652785] [ 0.42340704 0.46820198 0.57428703 0.36391134 0.46014185 0.66633066 0.51162463 0.47161367 0.42270315 0.47347193] [ 1.15457726] [ 0.15736985 0.42072439 0.53459117 0.4886231 0.28724244 0.61133262 0.44079945 0.63279108 0.55687749 0.1688684 ] [ 0.62180174] [ 0.74031174 0.580555 0.56156427 0.27419648 0.38513907 0.44933165 0.61239751 0.62427965 0.58447179 0.39926869] [-0.79803106] [ 0.72985793 0.54836416 0.6649962 0.23994223 0.45381734 0.34351607 0.57184372 0.66239314 0.59441978 0.37105022] [ 0.07644643] [ 0.24060527 0.21973248 0.79661089 0.29336987 0.46619407 0.63196099 0.46909657 0.44898921 0.42570882 0.24181987] [-0.05602261] [ 0.48409433 0.60781951 0.5578094 0.4090757 0.56069336 0.65192401 0.4474403 0.48786277 0.48807014 0.616571 ] [-0.19878964] [ 0.62758355 0.65556134 0.37255929 0.54082885 0.30521938 0.53327379 0.4189902 0.41935578 0.51262457 0.65885482] [-0.1849726] [ 0.37122278 0.17649936 0.75315946 0.29200924 0.41463828 0.51977278 0.48553721 0.47836025 0.41266143 0.18889221] [-0.16559668] [ 0.5770415 0.52683319 0.44752137 0.47711393 0.41637562 0.44899492 0.37947703 0.48611581 0.57798318 0.42914045] [-0.03323003] [ 0.40609006 0.32677277 0.63988306 0.34906863 0.53539605 0.46210054 0.59557014 0.34412553 0.45645974 0.30407331] [-0.03030878] [ 0.18285551 0.533405 0.551019 0.60969148 0.28554334 0.75409182 0.29984968 0.57640081 0.56023172 0.3423901 ] [-0.18790717] [ 0.19674245 0.46774751 0.61969485 0.3737164 0.33982864 0.70311452 0.45328861 0.61189206 0.52512216 0.27920573] [-0.09551909] [ 0.39241943 0.57612804 0.4476882 0.58052871 0.49567024 0.78404379 0.51248551 0.45808759 0.49121566 0.61626397] [ 0.3488767] [ 0.32584367 0.46696174 0.51674441 0.50403715 0.44943773 0.38103165 0.54615856 0.57145691 0.51489535 0.45197449] [-0.6966946] [ 0.76115326 0.54009685 0.5594863 0.45540422 0.35219894 0.3998616 0.47656936 0.4301517 0.66479974 0.46188054] [-0.86729349] [ 0.41453652 0.64025258 0.43658351 0.55328128 0.25964177 0.64350441 0.41889931 0.51011279 0.58177923 0.55145601] [-0.68885533] [ 0.42352047 0.73947576 0.42322868 0.52295337 0.30419237 0.64763439 0.48928161 0.43313804 0.70396247 0.63357607] [ 0.1787674] [ 0.12825859 0.6176954 0.34325823 0.55650727 0.36233641 0.65970577 0.34711817 0.51358533 0.4638322 0.67663682] [ 0.51633086] [ 0.47886349 0.6302674 0.46008496 0.32715334 0.39340955 0.47676266 0.55390545 0.48960574 0.52048837 0.38844176] [-0.69286683] [ 0.68147746 0.55729613 0.62124726 0.55056572 0.32349471 0.38226767 0.48729231 0.71028199 0.55583934 0.34555207] [-0.74042326] [ 0.60453492 0.48572481 0.64559981 0.35484309 0.44331537 0.48659303 0.49849345 0.45843276 0.62989141 0.39904899] [-0.10279221] [ 0.1500968 0.67669714 0.41454787 0.58917039 0.30201703 0.68497289 0.35867102 0.5308975 0.56243957 0.44815754] [ 1.2445208] [ 0.6526055 0.63468576 0.41561604 0.40048919 0.28051863 0.27197485 0.60719282 0.52447766 0.70718115 0.30528119] [ 0.49398913] [ 0.50716971 0.61772289 0.49404951 0.46564189 0.32299219 0.44456311 0.45716482 0.56725767 0.49477752 0.55455522] [ 1.48051657] [ 0.80362644 0.60840739 0.53384395 0.34698832 0.29422653 0.17729408 0.55406157 0.684204 0.60559215 0.39616791] [-0.30921155] [ 0.30338514 0.35021474 0.69322951 0.39307475 0.46226674 0.79764249 0.45782153 0.41160355 0.4292427 0.40917059] [-0.1127659] [ 0.39539439 0.37958181 0.66501022 0.27243625 0.39086648 0.52212334 0.49349111 0.55131219 0.50273691 0.26029167] [ 0.60151428] [ 0.59900678 0.57224906 0.52657458 0.37584453 0.24551515 0.33313755 0.57264974 0.62458662 0.61127574 0.3407847 ] [ 0.5763363] [ 0.66205007 0.61800844 0.4863364 0.41297525 0.31531645 0.25471899 0.50420017 0.58780577 0.62435744 0.43793575] [-0.13169108] [ 0.42633482 0.55458622 0.49122318 0.49693079 0.42824471 0.52092515 0.48586967 0.58837159 0.54900848 0.52599754] [-0.57081626] [ 0.41361338 0.56140564 0.52259016 0.55026178 0.53993472 0.68783127 0.45778442 0.48180291 0.53870877 0.48630033] [-0.18667959] [ 0.2166066 0.30470665 0.67775001 0.27511715 0.48596733 0.73045497 0.4707292 0.37959663 0.47208792 0.34761615] [-0.50830843] [ 0.59458795 0.59274333 0.54966348 0.35504468 0.3941134 0.46891285 0.44490386 0.55920375 0.65033604 0.51305608] [-0.68217626] [ 0.42743467 0.64185708 0.48601213 0.69962767 0.47897749 0.55210675 0.48555649 0.54683926 0.5758004 0.6904544 ] [-0.25080287] [ 0.56232285 0.67779167 0.41593639 0.59345621 0.28386458 0.71195134 0.38407263 0.43078241 0.55850912 0.68320252] [ 0.17834903] [ 0.27095226 0.57776497 0.36364474 0.68247591 0.53972616 0.80263078 0.4141092 0.5285107 0.33611905 0.5545842 ] [-0.35986267] [ 0.27387401 0.28272062 0.667997 0.34390846 0.43100359 0.44186959 0.47569545 0.47981823 0.45366688 0.36204585] [-0.02832558] [ 0.45697124 0.76619436 0.32055112 0.47748209 0.28972037 0.68226855 0.4720193 0.60451986 0.52847657 0.56218143] [-0.34089662] [ 0.29302308 0.62295522 0.31175521 0.71618191 0.3199856 0.53123767 0.39184943 0.5836989 0.44182751 0.53354329] [ 0.82889259] [ 0.71372476 0.6612241 0.43917282 0.56847112 0.35782097 0.37490786 0.48602626 0.39932933 0.68644284 0.59952708] [-0.42422716] [ 0.3068412 0.44701312 0.55012974 0.48960732 0.46313271 0.64017875 0.38340454 0.49735396 0.50376497 0.41486345] [-0.77468608] [ 0.68448004 0.59691364 0.46872543 0.55797693 0.25596899 0.41088203 0.46982387 0.54062049 0.6411065 0.3954393 ] [ 0.28273069] [ 0.34164583 0.6273138 0.40665356 0.70040604 0.58168822 0.77475034 0.38607886 0.47710577 0.35126669 0.63967978] [ 0.96283979] [ 0.38431191 0.73543917 0.43462681 0.50173555 0.20351938 0.44935354 0.47575662 0.65253376 0.57878418 0.41181689] [-0.47936683] [ 0.85283625 0.59137779 0.61528933 0.42796804 0.36374569 0.4010921 0.56335434 0.75917104 0.59526767 0.44570093] [-0.20500862] [ 0.3706127 0.48671002 0.58057832 0.39891436 0.43329206 0.61487888 0.58553534 0.56086309 0.40255993 0.4532296 ] [ 0.27644953] [ 0.13688074 0.58838912 0.55195296 0.45431397 0.49883799 0.865118 0.36311328 0.48536074 0.51113099 0.59990165] [-1.29464218] [ 0.47646672 0.67514178 0.56256478 0.48915321 0.38963869 0.45440621 0.45193883 0.63093129 0.5512903 0.38059579] Progress: 87.7% ... Training loss: 0.297 ... Validation loss: 0.478[ 0.44413944] [ 0.18621406 0.63611967 0.47005159 0.48325419 0.32550023 0.62016168 0.38293176 0.60682162 0.59220658 0.37016035] [-0.33527677] [ 0.35206773 0.40493805 0.65326976 0.34899396 0.36708818 0.62338188 0.44180211 0.49211529 0.44111777 0.36643913] [-0.2598679] [ 0.48718907 0.35320056 0.65796725 0.28623568 0.45291692 0.55955838 0.44104513 0.48210994 0.40801226 0.38593559] [ 0.10492256] [ 0.29573688 0.57138669 0.58138793 0.40810928 0.46224624 0.67935791 0.3942494 0.42154945 0.53095547 0.49768174] [ 0.12304258] [ 0.21041949 0.77506582 0.34396422 0.63698696 0.37012516 0.74967424 0.36702126 0.59392651 0.49166819 0.61375035] [ 0.22319845] [ 0.45769979 0.52714325 0.37861334 0.59107191 0.32857617 0.31001313 0.49646551 0.52214888 0.55615223 0.58968049] [-0.19722309] [ 0.78123542 0.55087839 0.5977934 0.27099988 0.47038022 0.30193508 0.60835293 0.62091206 0.62488692 0.38250124] [ 0.18859896] [ 0.35652149 0.59938266 0.41949238 0.39730421 0.33279835 0.67144885 0.4133185 0.46941054 0.4149671 0.54186498] [-0.06341123] [ 0.74128889 0.49751893 0.51711177 0.41946133 0.26650611 0.49475022 0.44904758 0.46949168 0.49243345 0.44648068] [-0.14308391] [ 0.27375338 0.50021745 0.60295898 0.35279552 0.4166606 0.75200157 0.42178587 0.49581962 0.59421514 0.47966194] [-0.01060365] [ 0.27516355 0.41127437 0.54863026 0.47000396 0.49368851 0.68937302 0.39030809 0.44248595 0.55773546 0.4037082 ] [-1.17861504] [ 0.37826803 0.29981054 0.77187381 0.14656426 0.36435174 0.45532534 0.50643208 0.52000566 0.46382886 0.16964623] [ 0.31313987] [ 0.47080486 0.70101388 0.45454072 0.66549989 0.29912009 0.67170382 0.43218574 0.3787961 0.55431663 0.59822668] [-0.32220523] [ 0.47458024 0.60330576 0.47963556 0.63849775 0.46611026 0.49880946 0.45078679 0.64608498 0.42718249 0.45478171] [ 0.36687843] [ 0.25558105 0.62328524 0.29902745 0.54430292 0.46068492 0.77573863 0.37255804 0.63556413 0.43717042 0.56777091] [ 0.67789906] [ 0.27519299 0.66483353 0.37242104 0.61208489 0.43005099 0.67757 0.45933802 0.59763471 0.44377034 0.54432089] [-0.32280922] [ 0.74456356 0.51383417 0.5853445 0.32187014 0.43675138 0.48943026 0.57530945 0.45492918 0.55107151 0.64513221] [ 0.13901333] [ 0.52663897 0.50654557 0.46376983 0.47626495 0.33638672 0.45482279 0.50212041 0.51290465 0.48548544 0.52363118] [ 1.6082304] [ 0.75790704 0.5997877 0.59133877 0.44024002 0.32556055 0.37617804 0.51994992 0.77329803 0.6038373 0.33003367] [-0.16171322] [ 0.08881889 0.57619175 0.46339568 0.66571216 0.27527981 0.61084592 0.43244239 0.54347289 0.54634809 0.36690257] [ 0.50587388] [ 0.11178199 0.54330849 0.50420249 0.56857305 0.55084106 0.81724026 0.4004167 0.37734398 0.53314131 0.51293089] [ 0.27003137] [ 0.22699233 0.51772372 0.38638777 0.50518201 0.53140165 0.83465399 0.29906192 0.58413829 0.44063281 0.57730133] [-0.36770367] [ 0.4334235 0.52507823 0.51895012 0.58715769 0.39828071 0.55145198 0.40967807 0.64444392 0.48068277 0.34516119] [ 0.95153705] [ 0.7195767 0.64888913 0.54806111 0.44352967 0.37372593 0.42925107 0.49634013 0.57127841 0.56884235 0.44392447] [-0.18547492] [ 0.73509038 0.59487642 0.46685179 0.53356605 0.28033683 0.37243892 0.43729346 0.4533584 0.63386967 0.52672423] [-0.77372581] [ 0.29216593 0.67636012 0.49344391 0.51046233 0.31672508 0.59479172 0.47851793 0.65437395 0.47009558 0.40909243] [ 0.11243429] [ 0.46055247 0.59861106 0.46460668 0.55401976 0.44377333 0.62369514 0.39995215 0.51058485 0.50074271 0.41063345] [ 0.45910283] [ 0.26921039 0.36257639 0.60613756 0.35577064 0.44428173 0.48501368 0.41264295 0.37492241 0.41667766 0.29029784] [-1.06180221] [ 0.24943989 0.12642092 0.7672381 0.25517614 0.50050945 0.3886761 0.49308553 0.50736746 0.30207855 0.11357605] [-0.0313027] [ 0.19654806 0.70427034 0.543752 0.46840085 0.36937289 0.77020217 0.36963895 0.47006803 0.5314122 0.56466505] [ 0.01367347] [ 0.30583989 0.50584727 0.41495265 0.56405521 0.41865459 0.71340314 0.43815051 0.57164146 0.42151548 0.49108416] [ 0.18671811] [ 0.17506931 0.48670494 0.51387185 0.35652926 0.52197246 0.74292457 0.40166247 0.39591601 0.44420167 0.50093213] [-0.72132597] [ 0.85217777 0.68556721 0.47660547 0.36876605 0.3365767 0.47192057 0.50606435 0.45490486 0.59918331 0.69652945] [ 0.11655595] [ 0.18531117 0.42496135 0.47411878 0.42190984 0.46966818 0.62145487 0.35400815 0.48056184 0.46178106 0.31000603] [ 0.17245787] [ 0.42837156 0.60123789 0.377969 0.55267476 0.32577635 0.45492624 0.49621428 0.57876728 0.6013181 0.33396099] [-0.63215494] [ 0.30666382 0.29011802 0.75166787 0.22671031 0.41816897 0.5992013 0.5056836 0.5271637 0.45134947 0.22753596] [ 0.18788743] [ 0.5556558 0.66024945 0.5775438 0.38631471 0.43761461 0.47116049 0.63054833 0.50680578 0.59515816 0.49794071] [-0.20002716] [ 0.3488826 0.58901125 0.44456585 0.61166256 0.36089233 0.66856654 0.42146234 0.58704181 0.49230263 0.51998562] [ 0.74175285] [ 0.42603218 0.71621403 0.4869512 0.60510117 0.3201612 0.52784725 0.48202502 0.64827139 0.62499142 0.49928089] [-0.22991451] [ 0.31534401 0.7423715 0.29427134 0.73989189 0.28157545 0.63682959 0.42015245 0.58476228 0.54913419 0.62367109] [ 0.41982961] [ 0.22236965 0.46276232 0.61158008 0.26839626 0.53342847 0.57259784 0.43699496 0.35109101 0.4164127 0.42499514] [-1.22301789] [ 0.35540891 0.31498119 0.7090448 0.31481248 0.3596079 0.38540575 0.55163824 0.63926451 0.44679772 0.32645688] [ 0.31661477] [ 0.26045849 0.60011561 0.60568811 0.38672104 0.39728941 0.65028341 0.38291229 0.44207627 0.59981007 0.48807555] [-0.09487012] [ 0.22213666 0.65807663 0.46901741 0.60998776 0.36542291 0.7661866 0.39793055 0.53522326 0.60392498 0.53390941] [ 0.17599169] [ 0.29236405 0.7328798 0.47253486 0.66181961 0.34247408 0.78972274 0.43408569 0.50022968 0.53912933 0.65511309] [-0.13802155] [ 0.29159559 0.45439892 0.445741 0.66302881 0.43640992 0.61084187 0.54228081 0.5766641 0.38239239 0.38317023] [-0.56124164] [ 0.4104436 0.64411936 0.59031048 0.4740797 0.41238462 0.64336954 0.5147754 0.48790488 0.51324483 0.47911761] [-0.32247398] [ 0.55291063 0.67121287 0.42512286 0.38805305 0.38328219 0.6004431 0.56432348 0.50262793 0.51529457 0.54851257] [ 0.65668292] [ 0.84167626 0.48101197 0.56809458 0.34050189 0.30854147 0.36104789 0.55146263 0.49524153 0.59233764 0.40995009] [-0.0165652] [ 0.65576979 0.40777186 0.61306844 0.40854986 0.51050529 0.51176602 0.4324179 0.41971075 0.53321491 0.53940163] [-0.17968517] [ 0.42902779 0.38335827 0.486326 0.31837356 0.40594578 0.56990179 0.445309 0.46997637 0.36944 0.32959824] [-0.26422572] [ 0.63000292 0.60288741 0.56964831 0.5831754 0.44917529 0.49199926 0.50940018 0.54895218 0.55751727 0.54173718] [ 0.28713037] [ 0.36151273 0.65414745 0.499505 0.53432421 0.30243495 0.58658835 0.45194907 0.46510094 0.4982924 0.43686046] [-0.30376527] [ 0.28437047 0.69710364 0.49973024 0.632374 0.40070276 0.68987526 0.38681962 0.48077316 0.64601446 0.52123268] [ 0.02424048] [ 0.29579187 0.74361758 0.39796183 0.6452677 0.29407039 0.76175684 0.41212201 0.52749485 0.57041075 0.65557177] [ 0.17110729] [ 0.40591246 0.515809 0.43498815 0.68066926 0.40480183 0.75015219 0.43686202 0.42541123 0.38732384 0.59407366] [ 0.29445763] [ 0.57902068 0.54063107 0.52034547 0.33294272 0.37628477 0.42940303 0.55455238 0.57514892 0.65322219 0.36508477] [ 0.3915844] [ 0.17003054 0.29782099 0.66138876 0.38084511 0.60183621 0.74077778 0.39032017 0.31501744 0.33040904 0.41914793] [-0.16140832] [ 0.24813837 0.26306501 0.69933659 0.2635561 0.51809971 0.67151671 0.48857493 0.39060083 0.36612612 0.38043598] [ 0.22475278] [ 0.14960958 0.45828888 0.48109054 0.53372231 0.37727926 0.78631718 0.28499982 0.45068414 0.31887673 0.41561633] [ 0.54021263] [ 0.54766497 0.62890945 0.38611461 0.58425982 0.27475113 0.49014886 0.43874587 0.52563747 0.56129103 0.40973631] [ 0.16757444] [ 0.43599338 0.71859692 0.32159762 0.56979856 0.28215735 0.66887569 0.44932189 0.59529117 0.52670208 0.49780594] [ 0.35114673] [ 0.44609094 0.54281297 0.54295515 0.40354839 0.34067705 0.6037879 0.52688939 0.67802179 0.50475725 0.37730601] [ 0.31106059] [ 0.19981181 0.36060483 0.56306873 0.30346996 0.47431561 0.79308914 0.43236246 0.351768 0.35547007 0.40477727] [-0.47382376] [ 0.67235383 0.59632406 0.46329329 0.56558167 0.26271865 0.43407932 0.46149086 0.52134448 0.6314342 0.41193307] [-0.64950848] [ 0.8413513 0.46058811 0.57570433 0.28665407 0.47761818 0.45141974 0.48674125 0.46968346 0.45532149 0.63820314] [ 0.4323495] [ 0.2569893 0.64858678 0.44990462 0.55898641 0.30806012 0.67682138 0.37583642 0.45862682 0.47777107 0.5831575 ] [ 0.44665453] [ 0.2924381 0.56413718 0.49756066 0.5889646 0.36858475 0.51550401 0.44199657 0.50073185 0.56733023 0.33162317] [ 0.22905389] [ 0.12570734 0.55825032 0.47878354 0.51125565 0.43431187 0.76830735 0.30378261 0.45193631 0.41210458 0.47336734] [-0.4225372] [ 0.71805274 0.62507143 0.44397504 0.37424627 0.38111275 0.41042807 0.45740183 0.53946704 0.68966903 0.52778983] [ 0.0086166] [ 0.17488693 0.54921717 0.4393865 0.46130541 0.46237661 0.79623159 0.4326002 0.50768549 0.59559795 0.53603515] [-0.4565586] [ 0.47603143 0.53846985 0.50701923 0.57652399 0.35158973 0.62024901 0.48169841 0.37601502 0.55169732 0.52239459] [ 0.02174827] [ 0.4539282 0.55391507 0.48166699 0.6497857 0.43104281 0.51801795 0.49029248 0.52911402 0.54202405 0.55970486] [-0.28067457] [ 0.22597281 0.58744201 0.32939809 0.62216351 0.33886538 0.70517564 0.37620041 0.57355761 0.41330577 0.33518748] [-0.20310431] [ 0.37177198 0.61591013 0.32832993 0.75922693 0.32404801 0.47562301 0.52102486 0.59709195 0.46998448 0.69918117] [ 0.20447007] [ 0.26347504 0.47138091 0.54973235 0.44165815 0.47848632 0.72953773 0.35589184 0.6122939 0.5370077 0.43446494] [-0.14510882] [ 0.31627201 0.54613192 0.52395672 0.55835506 0.48825542 0.66364531 0.48186682 0.46151004 0.44423425 0.55051155] [ 0.58826196] [ 0.37178805 0.65238821 0.40030145 0.71937994 0.2113832 0.61451146 0.31772195 0.39585668 0.55302625 0.49769867] [-0.27656002] [ 0.33062974 0.64700444 0.44901574 0.65534823 0.40952873 0.66270516 0.37297251 0.47462206 0.50345462 0.48758621] [ 0.11618248] [ 0.43755337 0.73902023 0.32517463 0.57051602 0.24059439 0.5957703 0.4128372 0.53325465 0.53970875 0.58018073] [ 0.53153122] [ 0.40570152 0.591294 0.43940027 0.55887304 0.33884054 0.63062568 0.41644543 0.41950519 0.52812549 0.61320901] [ 0.01721307] [ 0.30104095 0.3521959 0.71899968 0.22205498 0.5260071 0.69265477 0.44656116 0.44881451 0.32771734 0.39605528] [ 0.16634486] [ 0.17033614 0.57528529 0.46694533 0.53895325 0.37950297 0.70018626 0.36569316 0.39197588 0.60541029 0.46085781] [-0.44787629] [ 0.43425885 0.62363651 0.56300178 0.26619912 0.44319888 0.72106552 0.41083404 0.54659693 0.63055404 0.56535289] [-0.36729845] [ 0.41173909 0.57319822 0.53839105 0.49129516 0.42199235 0.59316938 0.45637088 0.55355476 0.59538992 0.41845186] [ 0.31659332] [ 0.66135532 0.48577863 0.55524555 0.55777013 0.32374892 0.4587212 0.47128333 0.35426047 0.49648663 0.51686851] [ 0.01007383] [ 0.29797134 0.65575412 0.41517524 0.63144647 0.38425672 0.69430593 0.44536773 0.55491617 0.49759869 0.51325351] [-0.41661036] [ 0.48796025 0.65848946 0.42315669 0.52628592 0.43858088 0.57187068 0.3970296 0.44308829 0.52688056 0.69931959] [ 0.07946354] [ 0.13949596 0.61833322 0.51043981 0.62736869 0.29003866 0.79512044 0.3546748 0.45071105 0.54943804 0.40345927] [ 0.15150597] [ 0.13980565 0.42499777 0.52181894 0.49493234 0.48393 0.77983648 0.4587267 0.38783684 0.43766831 0.42556299] [-0.10840803] [ 0.24486406 0.61916195 0.46178845 0.67136584 0.3619818 0.61797503 0.4205492 0.50548204 0.56985461 0.44186017] [-0.32101502] [ 0.49043267 0.54998429 0.54045455 0.20165215 0.48730959 0.59023846 0.46206724 0.44728236 0.50637057 0.46135107] [ 0.41451599] [ 0.25390712 0.59434428 0.40365692 0.63490866 0.45408812 0.69240256 0.47089265 0.62510879 0.38997113 0.45123664] [ 0.16276271] [ 0.15798148 0.59887774 0.41182172 0.62181282 0.36078659 0.76893317 0.28788102 0.6069707 0.52093589 0.48591828] [ 0.23050842] [ 0.2425065 0.68948615 0.30972258 0.7319255 0.41672193 0.753871 0.45680289 0.58714623 0.46169323 0.52357143] [-0.14584492] [ 0.48723272 0.51753821 0.46570711 0.44254623 0.34531304 0.64008295 0.50584151 0.59549432 0.42634391 0.42247242] [ 0.46631606] [ 0.20967181 0.53461437 0.60205936 0.4394389 0.34605385 0.59435035 0.35005736 0.48246203 0.589636 0.34460355] [ 0.2727336] [ 0.13350801 0.53110234 0.38021805 0.66894436 0.40908065 0.74641161 0.41272714 0.53833945 0.44751626 0.50094608] [-0.22804586] [ 0.46640098 0.51238639 0.5597465 0.41780472 0.4753464 0.59026916 0.44767664 0.49837055 0.48208683 0.42256155] [-0.00542481] [ 0.28701727 0.71060213 0.41900616 0.60045411 0.37901294 0.70445243 0.4364845 0.46396043 0.59507223 0.64988591] [-0.6291374] [ 0.39734067 0.4692748 0.56232939 0.42069164 0.36756011 0.59481308 0.42752742 0.6362138 0.55473455 0.3409661 ] [-0.42323568] [ 0.61084774 0.40396759 0.6425864 0.35182823 0.45234312 0.51733296 0.49381895 0.3908626 0.55811749 0.34397977] [ 0.67331567] [ 0.75839072 0.48459377 0.56625491 0.44304079 0.34424128 0.49181771 0.43792226 0.33272784 0.55797946 0.52641436] [ 0.1523161] [ 0.15668058 0.3983269 0.7080463 0.33963519 0.4971082 0.76194986 0.39507073 0.30961009 0.3226776 0.41440238] [-0.80147898] [ 0.39426183 0.53028544 0.62672925 0.27600715 0.31170062 0.460599 0.48588687 0.56821381 0.56630405 0.3037997 ] [-0.60771391] [ 0.29575759 0.71127906 0.34938017 0.67401226 0.26995222 0.55806909 0.39669532 0.54947784 0.63821878 0.51759327] [ 0.17890376] [ 0.27255867 0.73211115 0.45153647 0.51938617 0.60032925 0.64643199 0.42375942 0.3284713 0.50198049 0.61192038] [ 5.72592551e-05] [ 0.53646017 0.63943765 0.56115707 0.52838372 0.43922168 0.54903051 0.53025304 0.57744585 0.57980309 0.5516769 ] [ 1.37293263] [ 0.49271958 0.57886699 0.53390441 0.45834493 0.30726171 0.43187376 0.47670214 0.53031614 0.47966166 0.35608605] [-0.18845336] [ 0.55363117 0.61516302 0.4111325 0.3926848 0.33755288 0.48339089 0.38810022 0.41790743 0.49705416 0.45776639] [-1.3484921] [ 0.36457815 0.74956966 0.41412036 0.5176468 0.27083097 0.46148852 0.55782508 0.72711082 0.64779494 0.32473053] [-0.38035272] [ 0.33186094 0.57645858 0.57913892 0.46499162 0.48412022 0.67559196 0.45624246 0.46262446 0.56611341 0.51393624] [ 0.28013454] [ 0.40698829 0.8016375 0.28426821 0.51332959 0.28558648 0.64603155 0.38201127 0.52197497 0.5882465 0.63955598] [ 1.01828768] [ 0.74277442 0.50408324 0.63100401 0.44111996 0.46724547 0.38150413 0.55509154 0.5576422 0.59357091 0.33429701] [ 0.73218745] [ 0.38955076 0.67071559 0.59336948 0.30098784 0.43717965 0.64159741 0.39798053 0.50007554 0.66887067 0.58574605] [ 0.00255229] [ 0.20703538 0.41139767 0.63521928 0.31492029 0.4398575 0.57204839 0.43781267 0.51085927 0.42457331 0.34496023] [ 0.27287922] [ 0.2103288 0.76670958 0.35858335 0.64158378 0.35184612 0.75991605 0.33836645 0.54929753 0.46852706 0.59932117] [-0.06472959] [ 0.44713958 0.49114621 0.43035462 0.59189232 0.34456051 0.57857443 0.46349121 0.558501 0.55024636 0.36471611] [ 0.54478969] [ 0.09390574 0.56935232 0.54659052 0.54839946 0.43221474 0.78964153 0.35576143 0.33477711 0.38216034 0.50899211] [-0.34750903] [ 0.42880031 0.62843173 0.50036288 0.55362326 0.50342648 0.74011813 0.44923511 0.57838393 0.43311451 0.49545337] [ 0.13765753] [ 0.61185955 0.36504234 0.55352802 0.50745417 0.43976316 0.42992416 0.55861367 0.38203662 0.43466059 0.43848052] [-0.41344335] [ 0.45660672 0.45227504 0.61275295 0.27923175 0.49544215 0.69298087 0.48843962 0.33800922 0.53080135 0.57106045] [ 0.20416977] [ 0.2337869 0.6862932 0.31832399 0.74069898 0.36650455 0.61481305 0.39516335 0.3451001 0.45357378 0.5744433 ] [-0.15999] [ 0.43100419 0.65384775 0.4771495 0.39469959 0.44088256 0.66963741 0.44705145 0.35446957 0.56544251 0.69144873] [-0.11508861] [ 0.67080202 0.56804555 0.5337904 0.31762648 0.30928239 0.34343644 0.50722051 0.49799141 0.46025597 0.48763201] [ 1.13182592] [ 0.7597423 0.56571264 0.61184283 0.36548933 0.49765191 0.3714323 0.50554883 0.53792435 0.53619723 0.48184485] [-0.06540664] [ 0.19374625 0.57197439 0.48176139 0.5762044 0.35005141 0.70066441 0.3960895 0.62074257 0.53106413 0.43974387] [ 0.18191888] [ 0.35504512 0.66052432 0.544738 0.37367118 0.37326195 0.49571765 0.42822468 0.61056978 0.5485336 0.47834593] Progress: 88.0% ... Training loss: 0.294 ... Validation loss: 0.478[ 0.11288185] [ 0.23148786 0.77799397 0.29619012 0.70278857 0.37739574 0.68051768 0.40549007 0.63284556 0.49559004 0.78448798] [-0.11195338] [ 0.28756922 0.3529654 0.69892849 0.29696741 0.44574621 0.76508675 0.42698694 0.40612963 0.45336988 0.4050316 ] [-0.12319735] [ 0.56685779 0.56501425 0.42377958 0.51411945 0.30836372 0.29802571 0.46569185 0.53334149 0.50719939 0.49124208] [ 0.18413568] [ 0.25756427 0.68844445 0.3099036 0.74728247 0.39875139 0.70379856 0.4135455 0.46626639 0.35232195 0.54893142] [-0.54113314] [ 0.33325683 0.55920753 0.48043929 0.54859256 0.31335879 0.71572672 0.3756908 0.57362972 0.40186842 0.42509808] [-0.10068352] [ 0.19524726 0.35156321 0.64940756 0.36829059 0.53669996 0.79224287 0.38132141 0.51523173 0.34756463 0.40790417] [-0.5588707] [ 0.17974633 0.6395807 0.56917979 0.40837728 0.36948142 0.63398245 0.42451564 0.51115473 0.49257552 0.41565376] [ 0.33628173] [ 0.47857055 0.49887638 0.39676788 0.63810443 0.32254091 0.41835721 0.46902142 0.51995397 0.55110526 0.64316253] [-0.23540018] [ 0.72913187 0.62050876 0.47630687 0.36705839 0.34279768 0.4131403 0.46430338 0.50049566 0.6418157 0.48724011] [ 0.03364669] [ 0.16342079 0.42545146 0.66172774 0.24399517 0.54492654 0.69148775 0.41265643 0.42284647 0.35674744 0.45322495] [ 0.06281563] [ 0.25343035 0.53422908 0.41401441 0.69741836 0.41267683 0.69450208 0.42122955 0.37807754 0.4617057 0.45940194] [-0.16094024] [ 0.54074879 0.71488999 0.53364174 0.48525405 0.40161776 0.62065816 0.49282068 0.43363902 0.55444816 0.57499999] [ 0.0321295] [ 0.37895697 0.33475984 0.64061344 0.3086443 0.52594363 0.65581126 0.5008452 0.57204149 0.44199615 0.41228432] [ 0.30643484] [ 0.43118263 0.62965087 0.55391819 0.42689264 0.40307771 0.71622307 0.5010494 0.41158945 0.51149899 0.64141099] [ 0.07863619] [ 0.31145937 0.55892212 0.45446641 0.54060053 0.52823635 0.68459375 0.36918051 0.47408086 0.39510142 0.63991692] [ 0.8118762] [ 0.4445469 0.52262201 0.56369763 0.259798 0.44577635 0.64492102 0.45210078 0.57555323 0.49065499 0.44223203] [ 0.01353566] [ 0.29952769 0.16749521 0.77787687 0.25598529 0.4911322 0.63833839 0.45425366 0.42102094 0.2993954 0.27863909] [ 1.06534509] [ 0.59613878 0.44669281 0.62849621 0.28885433 0.41208036 0.56311425 0.52730478 0.46312064 0.35512951 0.40847758] [ 1.18494316] [ 0.60796863 0.43701105 0.59042078 0.40328287 0.49191138 0.54666264 0.51210117 0.49354452 0.39488107 0.53796632] [-0.04129954] [ 0.14583674 0.55431605 0.47440148 0.47542841 0.35243798 0.55339822 0.42730863 0.55368344 0.53395039 0.34048511] [-0.46139574] [ 0.33838873 0.68591265 0.35245304 0.59204939 0.35256066 0.60714665 0.33441544 0.53617365 0.53253221 0.58677955] [ 0.03353816] [ 0.82823361 0.45296867 0.67430241 0.21981139 0.57688772 0.47089035 0.62982218 0.40751945 0.51703548 0.53028476] [ 0.63668614] [ 0.45491192 0.68465416 0.49765697 0.54660386 0.45765136 0.59165425 0.45053911 0.4219083 0.62299806 0.53281868] [-0.11543869] [ 0.24209731 0.39121094 0.69155321 0.27488164 0.52563586 0.70934296 0.41020934 0.41955929 0.47076079 0.46193161] [-0.08784293] [ 0.48532161 0.34169619 0.53804926 0.36111584 0.40738981 0.42387457 0.64110957 0.66325887 0.49381483 0.41120426] [ 0.09359528] [ 0.77840319 0.55018196 0.51647803 0.3890791 0.35703565 0.30674431 0.51553738 0.37041787 0.63643744 0.37494296] [-0.41780582] [ 0.48601 0.61276491 0.4370975 0.65035407 0.24821363 0.66678482 0.33436206 0.42632362 0.49874256 0.542919 ] [ 0.22961314] [ 0.63129389 0.52693105 0.51911883 0.43793374 0.40996477 0.53255733 0.50777837 0.50159946 0.49380854 0.60825378] [ 0.62285326] [ 0.13955731 0.40425988 0.6291422 0.36296224 0.54763795 0.86292294 0.3346765 0.36057947 0.31282127 0.549672 ] [-0.3636214] [ 0.55908623 0.44664321 0.49101107 0.59120622 0.25508602 0.36611937 0.46854353 0.59674532 0.46605266 0.24036138] [-0.56997726] [ 0.14073067 0.52551326 0.6233076 0.61362742 0.25524307 0.65979515 0.34039231 0.51589786 0.58156453 0.27572624] [-0.16440134] [ 0.68965104 0.50895349 0.53409385 0.41699129 0.34114488 0.51041636 0.53237379 0.59690033 0.54131904 0.37445604] [ 0.43430349] [ 0.41330855 0.33839339 0.53422971 0.53868272 0.51763587 0.49711363 0.35465448 0.37937965 0.43936893 0.42962265] [ 0.62132279] [ 0.29721997 0.60819066 0.51965896 0.53953373 0.46498264 0.49547829 0.35388467 0.53574525 0.61323551 0.36160449] [-0.4421162] [ 0.39701843 0.64336408 0.40314919 0.54203762 0.40869827 0.52598052 0.3868383 0.37586451 0.43916715 0.55939802] [ 0.00537216] [ 0.23852699 0.30519499 0.72039414 0.2648038 0.43638388 0.63423561 0.53939235 0.52010091 0.45357994 0.24518016] [ 0.12745152] [ 0.4030601 0.36230522 0.63619216 0.31599464 0.51029853 0.70330269 0.42250569 0.62556109 0.54185973 0.4643493 ] [-0.19845656] [ 0.79971006 0.66820436 0.49873109 0.34920182 0.34552702 0.42446558 0.55090467 0.42965296 0.60532826 0.66492104] [-0.23576611] [ 0.1812268 0.43904248 0.67203176 0.36590008 0.40048419 0.71963381 0.49852508 0.46085202 0.46782004 0.40689779] [ 0.05424553] [ 0.23099007 0.1627928 0.82037251 0.21684798 0.5810704 0.76721004 0.43627572 0.38401298 0.35188102 0.37008258] [-0.09780847] [ 0.83640126 0.46782055 0.67306479 0.26247087 0.5701739 0.53324817 0.61196958 0.43241057 0.44741766 0.64234484] [-0.38326703] [ 0.56930449 0.62218696 0.50829169 0.39586884 0.367745 0.59824875 0.52334745 0.4258555 0.60584474 0.6009334 ] [ 0.1154985] [ 0.19312973 0.39413273 0.58697457 0.34467176 0.52233146 0.64513837 0.43122143 0.41812245 0.38110803 0.4320483 ] [ 0.50486011] [ 0.12852867 0.43405684 0.55951835 0.53410093 0.28613805 0.71824001 0.36892367 0.58879039 0.44128106 0.24767818] [-0.0145746] [ 0.66293976 0.61340776 0.59219755 0.40446314 0.44089519 0.44528112 0.64663337 0.50158285 0.58164202 0.50565368] [ 0.087562] [ 0.12408653 0.52605907 0.60513941 0.4632837 0.44321764 0.79548736 0.35620877 0.48513355 0.43038114 0.49027785] [ 0.00126617] [ 0.16661539 0.24889797 0.66817908 0.3575989 0.47108752 0.76080601 0.43522793 0.34221941 0.35887235 0.32179644] [ 1.02704867] [ 0.6595138 0.66595097 0.49057793 0.38780351 0.32144544 0.43856403 0.60458954 0.62892517 0.62435589 0.40841595] [-0.48008942] [ 0.39914062 0.7827298 0.40188859 0.71791278 0.44003698 0.57658159 0.4034078 0.45449559 0.56109686 0.5449277 ] [-1.17364653] [ 0.29240319 0.68535224 0.3725808 0.6201792 0.29195437 0.49111503 0.50787309 0.62954971 0.62414968 0.3150786 ] [ 0.00963402] [ 0.29539859 0.11985531 0.80882023 0.23488583 0.51722052 0.69463202 0.44234215 0.37648627 0.3257118 0.22295786] [-0.5315016] [ 0.17141732 0.42104079 0.70868608 0.25245992 0.42532099 0.66120165 0.48140378 0.46150326 0.48440079 0.30428639] [-0.53951102] [ 0.73656232 0.60493381 0.49890121 0.32626347 0.35551916 0.3180966 0.48407639 0.48127738 0.51459171 0.53367309] [-0.16058709] [ 0.15493378 0.54434744 0.61338218 0.4383235 0.33964507 0.72576196 0.48262482 0.50636169 0.52786808 0.42443014] [-0.29315099] [ 0.43684566 0.5650687 0.57874321 0.56102984 0.44338531 0.62729277 0.40575875 0.41232697 0.54914258 0.49654525] [ 0.12815306] [ 0.16551336 0.38362154 0.71780376 0.30595017 0.43856996 0.67869267 0.43367103 0.43491184 0.38815744 0.2373184 ] [ 0.41549338] [ 0.65719111 0.58762885 0.52684488 0.43239351 0.30698516 0.40200064 0.5234114 0.45985028 0.61414371 0.46866605] [-0.46995549] [ 0.58775747 0.53492251 0.56619248 0.35105431 0.49328844 0.58734433 0.43084498 0.62727248 0.61119844 0.61214278] [ 0.36280706] [ 0.38961067 0.4805579 0.52156006 0.37145257 0.28335812 0.52026307 0.41804956 0.75031388 0.46894516 0.24729712] [-0.22575226] [ 0.51050916 0.260209 0.73876838 0.22738763 0.59427996 0.54521036 0.4879756 0.34127008 0.32813596 0.44981284] [-0.0293532] [ 0.27096486 0.29999772 0.70995217 0.36238236 0.43677949 0.80992602 0.36505002 0.36340149 0.31452124 0.39525914] [ 1.59578553] [ 0.76635238 0.46972947 0.52758275 0.320955 0.33928266 0.23054731 0.57483842 0.61561049 0.55819458 0.29734708] [ 0.56221615] [ 0.54532898 0.51194741 0.48869758 0.49592157 0.37884554 0.42575458 0.42450511 0.52130199 0.60272731 0.40737243] [-1.33360503] [ 0.3038039 0.51918632 0.49273866 0.51384099 0.29470006 0.46117653 0.51400203 0.74970707 0.42289473 0.17577184] [-0.1272401] [ 0.23271651 0.38178898 0.60388133 0.46500157 0.54188337 0.50699645 0.4883903 0.39780614 0.49049158 0.57047761] [ 0.19107727] [ 0.73283452 0.51122777 0.63263426 0.3039995 0.54934276 0.42008657 0.5764307 0.44280549 0.52766119 0.56796833] [-0.68258989] [ 0.19247149 0.30670571 0.64387514 0.41595113 0.39242565 0.49420063 0.51966431 0.59782959 0.423636 0.37296246] [ 0.42562806] [ 0.30169987 0.34711839 0.57606675 0.30251853 0.40312897 0.68813317 0.3961975 0.45697046 0.43741701 0.36986405] [ 0.7828647] [ 0.06874008 0.66381238 0.37202837 0.67419708 0.48949387 0.78917715 0.35752779 0.36592905 0.36543841 0.5331618 ] [-0.02784866] [ 0.23672254 0.61841215 0.45905128 0.36610642 0.38420235 0.60420181 0.39745119 0.45104378 0.47435979 0.4532707 ] [ 0.3984361] [ 0.41573775 0.61595312 0.54344479 0.53565982 0.47095018 0.56856956 0.39274466 0.51128703 0.62866664 0.50283952] [-0.35588349] [ 0.3873239 0.63406314 0.43785137 0.60377074 0.22332879 0.53191435 0.52743857 0.74042562 0.60326595 0.36773659] [-0.22555273] [ 0.26051109 0.45554115 0.53045539 0.44184557 0.54311612 0.69629606 0.55436702 0.40952166 0.45392774 0.43217063] [-0.03856493] [ 0.3661776 0.65784879 0.42629084 0.54210728 0.34389443 0.66958219 0.39536285 0.47298387 0.5392004 0.64184376] [ 0.59851417] [ 0.23937538 0.67279204 0.40593776 0.61197526 0.32023579 0.54139544 0.46712924 0.65502515 0.46681749 0.44587356] [-0.09250834] [ 0.58840044 0.39782951 0.60182678 0.51103216 0.60275677 0.62504909 0.3942039 0.47858394 0.46911407 0.49179031] [-0.88411446] [ 0.28678833 0.48910919 0.54738421 0.50758937 0.47319368 0.42982377 0.45172484 0.62642467 0.53033783 0.34054787] [ 0.045054] [ 0.43647435 0.69720032 0.47425402 0.62323459 0.39291908 0.62978947 0.54107616 0.4686265 0.59496987 0.46167851] [-0.90117474] [ 0.26267328 0.171029 0.8108159 0.16560206 0.47345854 0.59178623 0.48649977 0.50008459 0.34062583 0.20095158] [-0.71945083] [ 0.41642148 0.52463793 0.57990041 0.3228246 0.36527801 0.50763096 0.48169038 0.76204751 0.56652797 0.30155951] [-0.1202983] [ 0.51938425 0.65509957 0.51406077 0.51521371 0.29268676 0.3446157 0.45780297 0.55809168 0.60921076 0.49441769] [ 0.47979637] [ 0.22954489 0.62559993 0.5004054 0.62302246 0.56363505 0.80710574 0.3629921 0.42932458 0.40020676 0.57346131] [-0.17480495] [ 0.61133094 0.53190596 0.51849698 0.52447747 0.48505944 0.35265092 0.45662081 0.55159276 0.50926861 0.48750137] [-0.01522429] [ 0.30966696 0.46565215 0.46858454 0.61426193 0.49253616 0.63723495 0.42484446 0.35596147 0.47212743 0.54276862] [ 0.53883344] [ 0.27780478 0.41009104 0.6619834 0.23056949 0.53830913 0.54922444 0.40922196 0.50853112 0.43128884 0.39114964] [ 0.01042212] [ 0.15484433 0.34880335 0.56307705 0.57163983 0.33910958 0.76599411 0.40019088 0.43200048 0.43859104 0.34271764] [-0.04437238] [ 0.31876899 0.73731597 0.33831342 0.6427854 0.38446239 0.66942815 0.44313865 0.43037087 0.61906012 0.64711391] [-0.67781636] [ 0.26459462 0.42713741 0.6042172 0.35981383 0.46799095 0.67389268 0.39709403 0.62634956 0.41341486 0.36383577] [ 0.2484598] [ 0.12483986 0.51323237 0.45513562 0.5021544 0.45900377 0.74741743 0.37635988 0.50813988 0.51351546 0.51766134] [ 0.14070417] [ 0.33824033 0.69444263 0.35468152 0.3513609 0.27921704 0.62372462 0.44558145 0.49129263 0.53920966 0.4582075 ] [ 0.18199806] [ 0.28154953 0.48033708 0.69272346 0.31039234 0.65911848 0.8096339 0.41932402 0.41768417 0.41692713 0.58689649] [ 0.00086353] [ 0.54214821 0.3289785 0.64242297 0.32967014 0.49989265 0.59370026 0.51215263 0.52101018 0.30661561 0.44878759] [ 0.29792553] [ 0.2830234 0.66400023 0.5552696 0.33707787 0.33008998 0.63482545 0.42653596 0.41729405 0.51407843 0.45175492] [ 0.62867935] [ 0.49218623 0.63366042 0.49596986 0.49891488 0.30996345 0.57652022 0.45388254 0.6433181 0.63410125 0.4778361 ] [ 0.20432694] [ 0.28375621 0.70883259 0.39305991 0.717556 0.34988251 0.78203686 0.41073279 0.50605748 0.52853136 0.60253079] [ 0.01653275] [ 0.14833963 0.44722025 0.63053346 0.37923707 0.38742106 0.80434639 0.37940006 0.40051769 0.41653761 0.39703129] [ 0.37122167] [ 0.21840168 0.3663803 0.69565466 0.39677766 0.5492707 0.64164896 0.36752676 0.47980336 0.44954146 0.49784709] [ 0.43943427] [ 0.61103035 0.59856427 0.58321935 0.55966147 0.51776225 0.5479635 0.40686487 0.51167501 0.57117681 0.54496553] [-0.22051751] [ 0.22533709 0.33684548 0.67101801 0.28792676 0.44889109 0.58570841 0.5508129 0.4072762 0.46497158 0.2748849 ] [ 0.11757522] [ 0.30681464 0.55801987 0.44831117 0.47246347 0.40181077 0.53796549 0.39792474 0.31092752 0.56057317 0.46939814] [-0.06633741] [ 0.32519299 0.50181522 0.52754657 0.45567482 0.55323524 0.70456054 0.37666584 0.50680962 0.46020907 0.55854419] [-0.22140006] [ 0.64002827 0.47320506 0.49340742 0.4359342 0.50201347 0.52550612 0.39971946 0.42226185 0.52079447 0.54901827] [-0.11439207] [ 0.55989039 0.55610814 0.5602085 0.46204797 0.51571956 0.59113728 0.52084035 0.4329272 0.52495868 0.502797 ] [ 0.08490899] [ 0.57102502 0.57085799 0.52996463 0.47297691 0.48028965 0.6104582 0.56562778 0.59592643 0.6000963 0.50236379] [ 0.03716932] [ 0.44653693 0.74281406 0.33886907 0.70929057 0.35140962 0.69487028 0.33953192 0.39043385 0.55979257 0.69492631] [ 0.55600683] [ 0.77147622 0.57942703 0.63193255 0.28503777 0.46743405 0.37368569 0.59005555 0.57655399 0.60589985 0.39618566] [ 0.05434229] [ 0.33304172 0.29974253 0.55410003 0.3491565 0.56775198 0.78138718 0.37809873 0.47928456 0.34482276 0.38868601] [ 0.06470964] [ 0.40334828 0.7582887 0.42969008 0.61069734 0.44362501 0.75016359 0.44827331 0.45113899 0.49559083 0.70862027] [ 0.12287635] [ 0.57457732 0.58972747 0.48578142 0.64022509 0.37148985 0.3950851 0.54212474 0.61135347 0.59705099 0.62438302] [-0.38200297] [ 0.68842065 0.77575632 0.51768244 0.51428041 0.44439492 0.48462335 0.45840382 0.612871 0.70831332 0.71444441] [-0.3223896] [ 0.55382793 0.43311599 0.68717859 0.44024128 0.6048219 0.61666878 0.43089547 0.47910578 0.52801043 0.50161683] [-0.19708599] [ 0.52028366 0.52151142 0.48063842 0.34442378 0.32201037 0.49972111 0.42325913 0.41125029 0.41393423 0.40320223] [-0.66868536] [ 0.83197175 0.52539212 0.57517413 0.40715981 0.37903386 0.20619035 0.60441019 0.7292089 0.62318219 0.49771961] [-0.2187967] [ 0.35836654 0.53699441 0.52531769 0.32092148 0.39953567 0.60417552 0.41514399 0.57931617 0.57134597 0.42898669] [ 0.01120931] [ 0.35295206 0.70258336 0.52142104 0.63850877 0.38719268 0.58723188 0.40117492 0.58457753 0.51897694 0.52880404] [-0.23884758] [ 0.25114355 0.60674477 0.40779503 0.37694122 0.45782052 0.54315155 0.41500915 0.50160843 0.4971411 0.37842058] [ 0.20570458] [ 0.1873981 0.53187305 0.57700627 0.38997444 0.47398502 0.80638086 0.4237847 0.42475843 0.55084903 0.61580708] [-0.26227554] [ 0.20014001 0.40436315 0.66200311 0.32045985 0.44746383 0.61211095 0.41216526 0.42859144 0.45416007 0.38569825] [-0.35213347] [ 0.40851842 0.49225171 0.44593096 0.62173344 0.46411233 0.65624758 0.4980562 0.58433783 0.36718083 0.43921116] [-0.31550766] [ 0.28671752 0.60107681 0.63858435 0.38108922 0.44819084 0.66091178 0.44510274 0.5436047 0.49181362 0.44055439] [-0.08920162] [ 0.54094423 0.44163848 0.54380791 0.33246298 0.50617972 0.53293109 0.61524674 0.48848061 0.44713553 0.43200453] [ 0.48690633] [ 0.58096783 0.5416004 0.49501642 0.59498722 0.31977442 0.43434433 0.54995067 0.59826585 0.53114436 0.33076725] [-0.17269606] [ 0.48036919 0.57869964 0.45069097 0.47983638 0.34956293 0.48385447 0.57628489 0.46968377 0.50838964 0.549081 ] [ 0.35471092] [ 0.82371734 0.51232687 0.55862567 0.36817904 0.28226499 0.36458002 0.49181418 0.35452569 0.50404885 0.43536502] [-1.02667803] [ 0.55942549 0.60282966 0.48176892 0.49367957 0.39324681 0.3533885 0.51054506 0.75381299 0.56126043 0.33860548] [-0.02893319] [ 0.51936537 0.58277779 0.52919919 0.58335872 0.28474917 0.408399 0.42287092 0.46204802 0.63651974 0.40501948] [ 0.00866013] [ 0.20536565 0.46101361 0.6032204 0.31607986 0.46703936 0.69990148 0.45580696 0.43785543 0.43340513 0.45421747] [ 0.21793227] [ 0.69386176 0.59837978 0.5825926 0.56790855 0.35718199 0.35318994 0.5058971 0.74098393 0.55866465 0.46242459] Progress: 88.3% ... Training loss: 0.293 ... Validation loss: 0.475[-0.50523873] [ 0.52264796 0.62910998 0.4366075 0.63153357 0.25122066 0.65514748 0.346647 0.42260935 0.51055616 0.55616505] [-0.0914112] [ 0.26769406 0.30554132 0.6675477 0.32458478 0.52833027 0.61623465 0.442761 0.3734086 0.35113596 0.46470134] [-0.31315204] [ 0.59440605 0.61545791 0.53335514 0.3559952 0.47842087 0.48124138 0.54674559 0.52414396 0.50913602 0.47275712] [ 0.75319241] [ 0.71951306 0.49915747 0.54021085 0.51505047 0.30768565 0.50056345 0.41587504 0.3641845 0.56986975 0.50985354] [ 0.03706731] [ 0.30210839 0.55468625 0.52020604 0.49128817 0.34806448 0.65978584 0.41476575 0.48646626 0.42151458 0.38854736] [-0.02413821] [ 0.41503306 0.73322861 0.39281271 0.73188167 0.31548222 0.64494061 0.41849209 0.40233886 0.60012832 0.722282 ] [-0.29662486] [ 0.3656511 0.5675884 0.41150167 0.57271578 0.41274684 0.62979507 0.41785147 0.44792791 0.54967383 0.50050146] [ 0.24825026] [ 0.11248301 0.5253772 0.51516755 0.58600513 0.45542323 0.84481077 0.32280134 0.51017427 0.48044274 0.46794712] [-0.21431365] [ 0.78247928 0.4843952 0.54357706 0.40654393 0.30764674 0.41240453 0.5073711 0.43738863 0.62183499 0.44300153] [-0.13014375] [ 0.23614545 0.70710993 0.43071374 0.66448017 0.29962985 0.6822659 0.3102328 0.54023694 0.55042987 0.59847526] [ 0.3253502] [ 0.21921043 0.51829787 0.55119324 0.39297091 0.48180388 0.79837307 0.37006465 0.43413482 0.51995638 0.53304068] [-0.32460978] [ 0.66794832 0.59246009 0.50283888 0.37538547 0.28682134 0.43716423 0.4862712 0.52730197 0.59834437 0.44100866] [ 0.59700586] [ 0.25614156 0.36400245 0.72060252 0.25379386 0.44642088 0.60799372 0.41342828 0.40653321 0.38120747 0.31891608] [ 0.29734479] [ 0.37443633 0.70812696 0.36770234 0.50352651 0.36430332 0.70018989 0.45358893 0.53160006 0.49634333 0.56635853] [-0.01546945] [ 0.7426325 0.49048993 0.62409757 0.29487039 0.35899518 0.3317582 0.58250708 0.44994333 0.61706168 0.37467679] [-0.10554639] [ 0.26507953 0.62176344 0.33261277 0.73153296 0.29278144 0.62264692 0.38947614 0.56177076 0.49953368 0.46240251] [ 0.1709036] [ 0.17273866 0.52135665 0.64012193 0.37475013 0.41186389 0.66418273 0.36552767 0.43591524 0.54142495 0.31904122] [-0.18584121] [ 0.68738458 0.39332632 0.57960668 0.4536694 0.50809861 0.46766026 0.45425351 0.56097874 0.45655646 0.41554155] [ 0.43671838] [ 0.2828709 0.47680257 0.56535593 0.35373376 0.4305671 0.65748927 0.36381177 0.55255484 0.47877877 0.36535174] [-0.15044883] [ 0.54984333 0.617997 0.47350167 0.61507451 0.3883337 0.52878045 0.57255459 0.56497269 0.49441845 0.65426501] [ 0.03428332] [ 0.30483939 0.76030094 0.42073256 0.59408201 0.23739864 0.5285281 0.4170383 0.55554325 0.53198502 0.54992853] [ 1.078952] [ 0.30042791 0.55616318 0.46171164 0.45514743 0.37733625 0.47114697 0.43696769 0.50666056 0.45846134 0.48180775] [ 0.07619204] [ 0.41129279 0.60276676 0.41702319 0.50013423 0.47142781 0.72889028 0.3071546 0.47315455 0.42584554 0.69396267] [-0.47493715] [ 0.46090985 0.63425531 0.43622317 0.48238375 0.41556051 0.64404996 0.49473374 0.41776542 0.47208602 0.52714884] [ 1.51670966] [ 0.77911243 0.5673404 0.54332026 0.21730188 0.30364182 0.24912577 0.55949591 0.64581405 0.62580964 0.33735032] [ 0.00570664] [ 0.45273552 0.55556077 0.48796946 0.50146161 0.55520281 0.67364671 0.41861568 0.50481908 0.49168495 0.58667374] [-0.16389253] [ 0.47185637 0.55874669 0.62400691 0.16807438 0.33521693 0.39586645 0.55822321 0.60820913 0.60459971 0.26380555] [ 0.76415545] [ 0.53485965 0.65375566 0.47936021 0.61507075 0.41635832 0.44627853 0.50990552 0.7529784 0.51733597 0.4619959 ] [-0.06312171] [ 0.15023029 0.62717852 0.44513357 0.62118596 0.35843326 0.66998371 0.38884409 0.41045714 0.46033872 0.46261431] [ 0.11806901] [ 0.63658284 0.38491097 0.63964729 0.49033826 0.50079158 0.66892098 0.39757174 0.55789662 0.47912787 0.48645285] [-0.18348121] [ 0.69619942 0.58652321 0.52455042 0.36761955 0.37354761 0.41271089 0.4500869 0.5347605 0.6416815 0.51832101] [-0.20268487] [ 0.63335618 0.69388892 0.45623255 0.39983811 0.38971986 0.56111235 0.53245847 0.50508274 0.57215611 0.51020696] [-0.03955749] [ 0.20406493 0.62071884 0.46090211 0.56974782 0.39517559 0.66498435 0.38870241 0.37040432 0.43076884 0.48425553] [-0.15907097] [ 0.48926395 0.3704253 0.66760218 0.39675783 0.41301126 0.45095756 0.46899126 0.50748864 0.44309009 0.27287106] [-0.26625271] [ 0.31106625 0.41369606 0.57847247 0.35539417 0.48141508 0.52704676 0.44519717 0.44439162 0.45027325 0.58954719] [ 0.47855896] [ 0.11165996 0.58650243 0.38208776 0.55486429 0.35505628 0.74029219 0.32974946 0.46373898 0.42452841 0.67782967] [-0.37357699] [ 0.17170917 0.38580463 0.54821907 0.61070918 0.39780413 0.6171612 0.36263665 0.47065721 0.56287563 0.27677718] [ 0.13376028] [ 0.51314369 0.77714179 0.36060807 0.6477782 0.27059702 0.43323023 0.5476366 0.71956927 0.66633249 0.50415897] [ 0.21333855] [ 0.54411705 0.36964412 0.55800763 0.32062123 0.52633391 0.48579453 0.58338071 0.45545108 0.47142249 0.39064145] [-0.04156488] [ 0.47624765 0.66287978 0.4365636 0.57199166 0.3031233 0.48215491 0.48557841 0.55995196 0.6038335 0.56200988] [-0.38237478] [ 0.62372144 0.54512839 0.5575956 0.47454777 0.37131473 0.34235973 0.45008586 0.50326952 0.61252917 0.42177128] [-0.15900845] [ 0.35038969 0.58210173 0.39262988 0.66726455 0.41436526 0.55244069 0.52052982 0.42281134 0.51007669 0.74976518] [ 0.16935183] [ 0.15574334 0.7181498 0.38795172 0.61744332 0.41841573 0.79021302 0.4647414 0.46385972 0.549799 0.50245942] [-0.18474501] [ 0.50047632 0.44814664 0.49635756 0.4119901 0.37789821 0.56586605 0.4858925 0.5948574 0.51890592 0.30691907] [ 0.38929619] [ 0.44084688 0.6607899 0.39172384 0.49967503 0.29699753 0.31341781 0.53683183 0.60343816 0.61056748 0.41596598] [-0.01023696] [ 0.28168084 0.54267414 0.42775065 0.62194248 0.39091879 0.692232 0.51244714 0.57567464 0.46999009 0.51034086] [-0.04047332] [ 0.67116042 0.71467644 0.37742459 0.402647 0.30453243 0.55246183 0.51313782 0.48488359 0.62618719 0.57776124] [ 0.83519328] [ 0.41005326 0.61388071 0.41648742 0.48527084 0.2955269 0.47452339 0.4808301 0.7127465 0.6978184 0.28526939] [ 1.34078476] [ 0.52931939 0.53161655 0.52562664 0.55449269 0.41576139 0.51806889 0.43950133 0.53319523 0.52822829 0.4100986 ] [ 0.80774184] [ 0.40282193 0.30830687 0.66142395 0.28043244 0.56079656 0.63897321 0.38804349 0.53025721 0.35533558 0.42071017] [-0.58255289] [ 0.48184547 0.54230965 0.39844491 0.64376555 0.31618934 0.56512396 0.45628156 0.52038044 0.49269199 0.4315452 ] [ 0.35414455] [ 0.08719769 0.37787833 0.60380865 0.45163789 0.48158836 0.83334277 0.36329609 0.39268944 0.33126084 0.3978387 ] [-0.40722074] [ 0.49474688 0.69846153 0.43452869 0.52997297 0.40800722 0.50066187 0.42823945 0.66018301 0.60151558 0.48113422] [ 0.57235174] [ 0.60997499 0.60456421 0.56746013 0.38545076 0.47693002 0.52464886 0.47684743 0.39740474 0.62148934 0.59935844] [ 0.20294552] [ 0.51015009 0.48686473 0.47577052 0.45743763 0.42051785 0.4980311 0.61885238 0.61608515 0.43531635 0.34832127] [-0.62862771] [ 0.22289771 0.6188912 0.41444516 0.42969308 0.30743438 0.49963965 0.45860614 0.5906469 0.55941718 0.54203323] [ 0.22006225] [ 0.23705453 0.40042981 0.69298492 0.3620048 0.38900703 0.80233984 0.41696023 0.45070668 0.38216817 0.37242504] [-0.29386766] [ 0.56781543 0.42999301 0.60320941 0.3099883 0.52250823 0.4403864 0.46271929 0.49844303 0.60061446 0.50523728] [ 0.6027727] [ 0.1152918 0.47041782 0.4858656 0.56815056 0.49733139 0.83019594 0.41834204 0.41182804 0.33506336 0.46022947] [ 0.14751148] [ 0.36677037 0.5286143 0.53499694 0.43430878 0.37180112 0.62840022 0.36599939 0.65936873 0.5174217 0.46569609] [-0.38987369] [ 0.19095253 0.55563945 0.5430736 0.64852446 0.37109479 0.64774641 0.34046335 0.5030262 0.46853553 0.35033814] [ 0.03975485] [ 0.47065954 0.51098472 0.62766754 0.51188844 0.46466005 0.65110608 0.44379984 0.51663143 0.42467312 0.44562929] [-0.31731851] [ 0.41311534 0.66601751 0.47598972 0.5772632 0.39970101 0.59311188 0.48831736 0.42543949 0.61274865 0.64199662] [ 0.0888945] [ 0.20310855 0.68698209 0.53920291 0.34254153 0.42393386 0.60712089 0.42807303 0.49448414 0.53548808 0.51805804] [-0.03391308] [ 0.41714023 0.37362784 0.63856341 0.19421873 0.50569782 0.6907382 0.47977136 0.55777633 0.41353441 0.41205232] [-0.07623625] [ 0.27269265 0.44889121 0.44500538 0.49717076 0.48392908 0.79870933 0.38218208 0.63572166 0.47908318 0.42322006] [ 0.85326175] [ 0.44073186 0.48048711 0.49404071 0.41426744 0.33161102 0.47805497 0.54809678 0.66831905 0.52821391 0.24649785] [ 0.33277754] [ 0.23479654 0.62903091 0.50207866 0.5748218 0.38210129 0.79741159 0.44624434 0.52461737 0.41145645 0.55784277] [-0.29656903] [ 0.75250948 0.66292245 0.48111391 0.33501057 0.34120489 0.39566289 0.52168183 0.40507409 0.64611096 0.5441606 ] [ 0.05168708] [ 0.33351215 0.70627665 0.36133001 0.67955252 0.25660558 0.58040634 0.38571509 0.55604573 0.55328295 0.59756248] [-0.17235768] [ 0.19417951 0.69227233 0.45677699 0.4489443 0.43473233 0.67318143 0.40305957 0.44427092 0.51885252 0.54573726] [-0.01882103] [ 0.39162677 0.58107122 0.47389447 0.48334526 0.4308102 0.58449506 0.55277183 0.61890247 0.48246035 0.68297139] [-0.15533247] [ 0.17832441 0.46576382 0.51121854 0.62154826 0.41172508 0.74724108 0.34859116 0.57070466 0.3650146 0.40720639] [-0.21545545] [ 0.34593084 0.30909901 0.67317023 0.27183375 0.41466977 0.64895977 0.41856173 0.45876734 0.3499911 0.29900272] [-0.54947153] [ 0.72628037 0.74068763 0.5093172 0.33064196 0.31588995 0.43083515 0.63948993 0.71178945 0.62003451 0.48408974] [-0.85425592] [ 0.82141608 0.54372763 0.57268033 0.39044786 0.3655696 0.46565833 0.52952093 0.44263065 0.64993804 0.63732763] [-0.45641235] [ 0.46401753 0.55322632 0.56157893 0.30321184 0.4389783 0.570281 0.45533107 0.52165973 0.59312869 0.47842611] [ 0.08278341] [ 0.19385165 0.38227337 0.44678632 0.64698501 0.48719371 0.72154802 0.38244373 0.48072214 0.29639729 0.37233233] [ 1.44742997] [ 0.82306538 0.58881188 0.54332714 0.22119779 0.32974151 0.17673285 0.5661134 0.63521827 0.62840961 0.40904964] [-0.30597571] [ 0.28507778 0.41333628 0.58186313 0.29409986 0.48002531 0.53751346 0.44783106 0.46135865 0.39582816 0.32575495] [ 0.18055755] [ 0.22741159 0.58273425 0.56547296 0.51069172 0.41666413 0.76617287 0.42485232 0.43607349 0.37848437 0.50729925] [-0.24872199] [ 0.24628697 0.31408906 0.7077678 0.30938221 0.49927264 0.66857878 0.44077334 0.36114734 0.44147196 0.2923517 ] [ 1.35815486] [ 0.45817442 0.75001303 0.43698882 0.52813438 0.23763994 0.42891969 0.47200442 0.58923873 0.58912516 0.39920801] [ 0.13947359] [ 0.40230811 0.71107458 0.44565147 0.55167469 0.22369467 0.53232361 0.4737824 0.63735453 0.54242721 0.5153986 ] [ 0.05308071] [ 0.12847483 0.61448034 0.53226143 0.47967344 0.41331238 0.79947851 0.39174754 0.45029283 0.52955016 0.45068414] [-0.00027361] [ 0.51515151 0.56185149 0.38742287 0.412375 0.42397516 0.54360027 0.51955863 0.46887294 0.47446401 0.41711088] [-0.13320003] [ 0.40777615 0.60931578 0.39427841 0.53543594 0.47226526 0.62671351 0.41113263 0.42112435 0.44611794 0.52757918] [ 0.62157192] [ 0.63024168 0.64668984 0.53447441 0.25778239 0.29886695 0.433788 0.61472615 0.73054563 0.58679536 0.36551122] [-0.721922] [ 0.42139313 0.73248123 0.30006017 0.65105542 0.29519866 0.47424571 0.45293197 0.41612601 0.51252183 0.55356727] [-0.09845501] [ 0.11235891 0.57880376 0.55234883 0.52040996 0.42552913 0.73347466 0.4061484 0.40238883 0.52057013 0.4023274 ] [-0.38915014] [ 0.49296202 0.67656726 0.41034696 0.66299893 0.50776877 0.53884567 0.39313866 0.56594505 0.50992943 0.75982245] [-0.20160489] [ 0.57171611 0.32466139 0.67752103 0.24597167 0.50929477 0.34494226 0.50148817 0.39442423 0.45670335 0.33817532] [ 0.72476016] [ 0.06976624 0.502224 0.58997832 0.44721889 0.47615903 0.86629892 0.26749008 0.34659691 0.34617917 0.50475421] [ 0.90942747] [ 0.69694916 0.64217486 0.50200404 0.29471617 0.33951164 0.34751993 0.62035331 0.61981517 0.63402338 0.34833276] [ 0.04676362] [ 0.2442024 0.35844764 0.66959109 0.3786941 0.48197562 0.67770097 0.38305855 0.31267593 0.33987829 0.37895567] [ 0.44423856] [ 0.63026104 0.42782854 0.57454503 0.39930092 0.36615663 0.48198284 0.41490091 0.40846614 0.40065128 0.46998821] [-0.0775644] [ 0.19413577 0.47481603 0.52459983 0.47877355 0.39322608 0.71678432 0.3492004 0.49893849 0.45108387 0.41097845] [-0.28265302] [ 0.28291199 0.55634539 0.54385011 0.48397362 0.44275757 0.72380856 0.41488497 0.40806951 0.60219044 0.50581844] [-0.91033743] [ 0.38257179 0.59515641 0.43461084 0.58372017 0.3177087 0.46865363 0.38891534 0.48766033 0.49284958 0.43899715] [ 0.6285066] [ 0.4923601 0.63366783 0.49603964 0.49889667 0.30974066 0.57627633 0.45406423 0.6437995 0.63420911 0.47751374] [-0.4839061] [ 0.73958262 0.64851084 0.44913263 0.56291025 0.30635562 0.39243492 0.45059804 0.46385707 0.55706541 0.68919215] [ 0.83028695] [ 0.45773012 0.63021306 0.40961942 0.52488121 0.33246973 0.32378008 0.43295797 0.54907831 0.52890952 0.44606203] [-0.66714811] [ 0.80292177 0.57684349 0.53832762 0.43637696 0.34296565 0.33074535 0.47256818 0.45645192 0.64823013 0.59133316] [ 0.51402469] [ 0.6058086 0.55581956 0.53411173 0.40649702 0.3287119 0.43865361 0.60941397 0.64150873 0.5908784 0.35700655] [ 0.22590923] [ 0.26734224 0.66105912 0.45037571 0.62464487 0.44953994 0.71362246 0.40489705 0.38683905 0.55384205 0.59681664] [ 0.02359882] [ 0.36563313 0.4896815 0.54655954 0.45725023 0.38323967 0.5898361 0.58208063 0.59521007 0.44093043 0.45238794] [-0.4268295] [ 0.43397138 0.70827 0.39825074 0.5948696 0.28485791 0.59243147 0.35831922 0.46634704 0.5346254 0.56631625] [ 0.02125183] [ 0.1499656 0.49829748 0.51440848 0.44193482 0.49027338 0.74823809 0.37983003 0.42068551 0.41678694 0.41392398] [ 0.32152128] [ 0.39193661 0.30199181 0.69336185 0.41191336 0.50225537 0.63844037 0.48821312 0.51896642 0.35958556 0.37095232] [-1.77121352] [ 0.52686427 0.72453131 0.39742466 0.58261501 0.16679358 0.29261205 0.49081258 0.66653877 0.67952015 0.28197467] [-0.24726645] [ 0.44484059 0.29919598 0.73486683 0.25269515 0.38234301 0.53697674 0.56967219 0.50445412 0.49352271 0.25160387] [-0.26617362] [ 0.3621037 0.53004091 0.59680989 0.54436892 0.53534742 0.7042694 0.44358783 0.46913032 0.48222282 0.48381242] [-0.23195955] [ 0.40012269 0.62342883 0.41457687 0.49354238 0.46645577 0.55167727 0.44367986 0.33589411 0.56587651 0.70244084] [ 1.38869076] [ 0.52070151 0.60774095 0.52413422 0.37371338 0.308687 0.37390842 0.44186934 0.51291248 0.49010733 0.4398553 ] [ 0.47388029] [ 0.1681945 0.57305509 0.42629989 0.59689389 0.38200225 0.80785685 0.377003 0.60419636 0.49289845 0.46525925] [-0.14635098] [ 0.24934353 0.55801939 0.5800516 0.45426268 0.43384242 0.70173418 0.39551687 0.32511991 0.45673042 0.42571529] [ 0.07377164] [ 0.46911519 0.45670258 0.59000257 0.2856602 0.44607712 0.51064405 0.55974855 0.55323267 0.47637507 0.35810038] [-0.17386051] [ 0.73517138 0.59484864 0.53402414 0.23974325 0.40298088 0.52066243 0.4851167 0.47612943 0.4943332 0.58901731] [-0.43112686] [ 0.46700072 0.53273991 0.53668535 0.50991215 0.49845704 0.66624247 0.39165783 0.45136328 0.4479896 0.48598663] [-0.73324245] [ 0.84508512 0.460778 0.57765353 0.28398531 0.47540699 0.442076 0.48976725 0.47499916 0.45883282 0.63261303] [-0.08122631] [ 0.21123918 0.6192288 0.47520446 0.49032602 0.39447381 0.67818105 0.45040336 0.64400512 0.56993609 0.47344763] [ 0.10512586] [ 0.16901453 0.22496239 0.76230923 0.25974563 0.53559683 0.74833616 0.4305594 0.4289733 0.28977807 0.38103713] [-0.33442584] [ 0.37929347 0.56696853 0.56906708 0.32458697 0.46225708 0.48331961 0.41442747 0.57405583 0.5083976 0.53322762] [-0.28183157] [ 0.63499115 0.50640492 0.53235546 0.34267762 0.42920374 0.70580484 0.42233245 0.64424472 0.60164704 0.50831531] [ 0.23796426] [ 0.52457628 0.56523605 0.51284953 0.40693257 0.4056788 0.59070782 0.4405859 0.57169506 0.50916807 0.45259028] [-0.59103518] [ 0.37517843 0.58386939 0.6608475 0.34810816 0.50699871 0.55535821 0.44892453 0.45793666 0.50043927 0.48221594] [ 0.25076151] [ 0.56800286 0.66913581 0.48321003 0.3899307 0.45098267 0.66240996 0.52092262 0.46421132 0.5194936 0.60042253] [-0.41849146] [ 0.64349744 0.5808664 0.50545477 0.42213598 0.44080117 0.43030697 0.53061499 0.5254152 0.53246417 0.55148431] Progress: 88.6% ... Training loss: 0.291 ... Validation loss: 0.468[ 0.06382708] [ 0.42339786 0.71476747 0.3369058 0.68160678 0.31641936 0.75592124 0.29961166 0.47194655 0.51892515 0.71917703] [-0.16008822] [ 0.75324948 0.73400163 0.54200148 0.35810404 0.44535806 0.44140058 0.59469405 0.50090084 0.64698082 0.54485212] [-1.19611459] [ 0.37269528 0.53257378 0.44274631 0.61785343 0.26329385 0.41698087 0.41333554 0.48291191 0.51348266 0.31759325] [-0.01207588] [ 0.14191194 0.51693336 0.50071946 0.54062486 0.32330634 0.77956196 0.38460549 0.42706248 0.4946011 0.3922999 ] [-0.14492842] [ 0.3230968 0.51593895 0.62915877 0.29432564 0.46914596 0.66359303 0.49084049 0.44675843 0.47911516 0.48029249] [ 0.37849334] [ 0.27153048 0.60484504 0.46262907 0.41788456 0.32179273 0.61731923 0.39075961 0.61398956 0.43971705 0.35957167] [-1.85843662] [ 0.62571194 0.53253109 0.534648 0.34377768 0.34202324 0.26675784 0.50177899 0.53436335 0.58823934 0.26574278] [ 0.13158072] [ 0.30883697 0.57826809 0.51977354 0.57438817 0.52041552 0.7385326 0.48347649 0.43926831 0.43363272 0.66367799] [ 0.50645208] [ 0.09796326 0.77400737 0.37380409 0.61882824 0.40342598 0.77511448 0.28618499 0.48181682 0.50333837 0.68864462] [-0.03228401] [ 0.81826522 0.60750067 0.5135752 0.4196511 0.33908387 0.43985383 0.50176109 0.38926502 0.64869949 0.58682677] [-0.30233097] [ 0.73217972 0.44091149 0.59668841 0.24660743 0.47369536 0.33772085 0.52446693 0.49251048 0.46884832 0.48686046] [-0.49371276] [ 0.46448531 0.55324092 0.56175621 0.3031148 0.43890048 0.57087171 0.45552482 0.52202137 0.59335329 0.4778109 ] [ 0.15293597] [ 0.09103398 0.49898023 0.51250299 0.63829792 0.33164773 0.74785181 0.3177926 0.39784615 0.41648872 0.41513063] [-0.36847401] [ 0.29107187 0.57608286 0.47389582 0.63953693 0.35440335 0.61039751 0.36111445 0.41090609 0.51861322 0.46093394] [-0.16788037] [ 0.25287787 0.5364863 0.53363683 0.52719269 0.42933894 0.64095247 0.52340394 0.53025859 0.44027135 0.48812676] [-0.19877327] [ 0.5878073 0.42109518 0.57430745 0.39755026 0.38754559 0.58284902 0.52100062 0.58112151 0.49218617 0.41917685] [-0.32939741] [ 0.48185369 0.5779142 0.62750965 0.61296704 0.44006383 0.56058567 0.39636894 0.52075247 0.57104557 0.47975904] [-0.65633876] [ 0.37335663 0.50788932 0.48192492 0.45111165 0.3662036 0.55092139 0.45323269 0.62180071 0.60464301 0.32337842] [-0.48107246] [ 0.46875002 0.56479433 0.52359623 0.6137337 0.40387241 0.70876245 0.35926391 0.57271999 0.49317287 0.51322657] [-0.0297166] [ 0.3732204 0.86491026 0.33838685 0.66529045 0.40945292 0.71693055 0.40043921 0.55140987 0.60752999 0.80588814] [-0.12965715] [ 0.39443381 0.48834352 0.53636696 0.50998977 0.32872989 0.51760454 0.59409921 0.63934853 0.47142726 0.35010756] [ 0.79557843] [ 0.61105486 0.55559052 0.50436018 0.3574347 0.28434517 0.32198221 0.52419506 0.5526649 0.5983771 0.35307219] [ 0.15509181] [ 0.12772273 0.43724208 0.60380669 0.52156979 0.48802162 0.79836669 0.41481833 0.42163932 0.3403573 0.40877793] [ 0.19271296] [ 0.43575035 0.58835051 0.51734688 0.44066753 0.43175941 0.52595465 0.57334862 0.58684624 0.56168978 0.33756402] [-0.03303561] [ 0.40757214 0.4832318 0.60914808 0.37138753 0.46382068 0.68766784 0.51484207 0.46757091 0.36781877 0.44077549] [-0.68137903] [ 0.38808354 0.55035124 0.35950142 0.47010846 0.3442134 0.48667497 0.36671615 0.40250057 0.47958029 0.37898038] [-0.30738883] [ 0.67274409 0.56292667 0.54297373 0.35259618 0.35049067 0.40421581 0.52175685 0.46673415 0.53774051 0.53455408] [-0.41136838] [ 0.37511002 0.65408363 0.52191945 0.32097922 0.50741455 0.5676289 0.43888377 0.50816825 0.66996618 0.64610066] [-0.54278407] [ 0.21143362 0.21644295 0.54158449 0.49371212 0.51367479 0.64615376 0.41687954 0.52759199 0.29145954 0.1865329 ] [ 0.59547622] [ 0.83034204 0.66399283 0.59914044 0.28413971 0.37553474 0.42556692 0.60225016 0.45492239 0.57606143 0.49046312] [ 0.24731869] [ 0.25665391 0.53911381 0.52976975 0.50685535 0.45532348 0.53283806 0.48042132 0.54485291 0.49542334 0.4416173 ] [ 0.41422491] [ 0.17980083 0.56240936 0.54938562 0.43105534 0.46623291 0.84912043 0.34966507 0.41114862 0.40761418 0.60518668] [-0.6926925] [ 0.48069989 0.63342614 0.46065368 0.58737647 0.41620088 0.69838203 0.4666592 0.65901056 0.60689846 0.51217126] [ 0.01086759] [ 0.13345685 0.34567 0.55087071 0.42118299 0.4861598 0.5746341 0.40487131 0.46218837 0.40412399 0.20315692] [-0.38563393] [ 0.77798519 0.51130843 0.59123659 0.44741677 0.50108259 0.48465853 0.67108636 0.6235352 0.49843944 0.41131696] [-0.3296222] [ 0.33976776 0.71729079 0.34114891 0.69101302 0.21351585 0.49183264 0.38240727 0.59576477 0.59146331 0.48865602] [ 0.34779008] [ 0.4017079 0.61914245 0.45694458 0.59260103 0.32047136 0.66427675 0.37730166 0.36527924 0.5166286 0.61175533] [ 0.1495194] [ 0.29447622 0.66703914 0.5085277 0.71707023 0.49613027 0.71984977 0.39880926 0.50689843 0.5225848 0.66894919] [-1.08960542] [ 0.50109984 0.69633457 0.41117069 0.61694545 0.25898017 0.39960368 0.49898079 0.62460522 0.52132112 0.70486933] [ 0.22706402] [ 0.68806845 0.80695084 0.48010393 0.4231327 0.32840265 0.547783 0.57842916 0.55143588 0.65359732 0.62530712] [-0.04013952] [ 0.09810726 0.6138453 0.50901732 0.48797823 0.35598031 0.77203592 0.37905232 0.40703484 0.55724819 0.44904371] [-0.93442823] [ 0.13201285 0.6132303 0.42072961 0.53699251 0.34219205 0.53137758 0.47532954 0.63761499 0.57184321 0.19982859] [-0.29977485] [ 0.41333717 0.46763373 0.47981411 0.57018025 0.46035378 0.64780954 0.47482183 0.45953499 0.52454269 0.42010984] [ 0.45782003] [ 0.0954588 0.55181313 0.40067461 0.53706902 0.37444383 0.89904868 0.33970039 0.52839031 0.37421277 0.45450637] [-0.69906873] [ 0.72209607 0.65245041 0.48199804 0.52463937 0.33874868 0.5008703 0.46165291 0.42213944 0.64523903 0.61777625] [ 0.01095792] [ 0.45951992 0.70676872 0.51737269 0.59490922 0.33649025 0.65854441 0.42461853 0.42540995 0.53323422 0.54032974] [-0.62303078] [ 0.51040501 0.520671 0.44003841 0.57395995 0.28447521 0.56068716 0.39349568 0.57187232 0.47243756 0.49438549] [ 0.35692477] [ 0.29210992 0.56419613 0.498804 0.58704076 0.36594878 0.51299401 0.44366115 0.50562285 0.56947647 0.32702335] [ 0.40871632] [ 0.42426309 0.6578405 0.53266464 0.56475693 0.39894477 0.55539719 0.5799047 0.52445221 0.59977885 0.4499881 ] [ 0.26118886] [ 0.6779481 0.60737392 0.61299393 0.37994973 0.49791809 0.40436564 0.54193354 0.57263502 0.57428048 0.54243229] [-0.08544142] [ 0.45090435 0.5069618 0.51552591 0.52665103 0.41181545 0.68045442 0.36166268 0.37498562 0.38578504 0.61861316] [-0.10658984] [ 0.55180926 0.60835645 0.50318261 0.6028723 0.30420585 0.56805726 0.45200401 0.37855809 0.53368267 0.46718601] [-0.25858121] [ 0.15293816 0.4832939 0.52313349 0.46155651 0.38051659 0.56101781 0.52931626 0.47566507 0.52543303 0.32359591] [-0.32208444] [ 0.60345665 0.52184713 0.56377591 0.41063226 0.506355 0.57857685 0.52695032 0.47174269 0.44639247 0.54282758] [ 0.63333993] [ 0.5953852 0.70463067 0.4501095 0.57880789 0.26811478 0.42668384 0.36615773 0.4045783 0.66181027 0.46221992] [-0.73048006] [ 0.40859567 0.63998673 0.43465946 0.55620713 0.26134707 0.65139673 0.41657523 0.50379451 0.57881245 0.55773884] [ 0.09212331] [ 0.32744638 0.76083444 0.40489211 0.77180285 0.46753015 0.68643653 0.37523363 0.43478 0.51062893 0.63411264] [-0.16835138] [ 0.4240288 0.66367889 0.39159933 0.48987456 0.43311165 0.57801392 0.4052806 0.35694221 0.56452486 0.58602747] [-0.45316013] [ 0.82523341 0.53391757 0.66948438 0.27452372 0.42635717 0.34908647 0.64284877 0.48635527 0.59924652 0.38362275] [-1.64301467] [ 0.87270132 0.61960338 0.54325916 0.37262301 0.23502298 0.2037488 0.59974568 0.60428158 0.65914264 0.35493472] [ 0.0903198] [ 0.22627569 0.59198647 0.41327306 0.57005639 0.37057516 0.50156552 0.37165032 0.55277164 0.56117554 0.40599212] [-0.41350351] [ 0.68543338 0.59266109 0.59323716 0.38288391 0.51097134 0.71515614 0.55352326 0.4020029 0.48972981 0.6938053 ] [ 0.49528791] [ 0.25984093 0.46431618 0.57558095 0.58455662 0.46198646 0.5334631 0.30146992 0.48330553 0.51785766 0.3015058 ] [ 0.28822005] [ 0.19011721 0.65436968 0.477198 0.57393352 0.39460597 0.81115685 0.37620828 0.59524919 0.53631114 0.47674154] [-0.76742085] [ 0.24283912 0.36422603 0.627607 0.32251698 0.40586324 0.44922883 0.47627959 0.41386436 0.4952266 0.19687041] [-0.59680281] [ 0.74440354 0.58548504 0.5423867 0.26638336 0.32544487 0.28159976 0.5437565 0.62554477 0.62383365 0.41468461] [ 0.23163513] [ 0.42701629 0.54634202 0.49971605 0.58515175 0.45144646 0.55586878 0.44813473 0.57924135 0.52102771 0.50819086] [ 1.88240128] [ 0.69655207 0.48637065 0.64336832 0.33379357 0.48686868 0.43696438 0.55376888 0.49522651 0.49215114 0.46063786] [ 0.92256091] [ 0.58245929 0.40969493 0.62326634 0.37284718 0.49016791 0.56185721 0.48140756 0.4421123 0.36195062 0.50425535] [-0.30780488] [ 0.68949453 0.65741471 0.50059169 0.36130486 0.32583479 0.40667542 0.51164051 0.47257634 0.65324467 0.43175708] [ 0.05795669] [ 0.29417672 0.64519359 0.37042134 0.66565298 0.3766299 0.59729147 0.33464831 0.39119022 0.46535827 0.65997423] [-0.04181605] [ 0.75388916 0.514553 0.66324005 0.25415918 0.54632497 0.53478182 0.62027715 0.47078143 0.4937036 0.61784417] [-0.41325279] [ 0.4116054 0.69731542 0.38984647 0.56333098 0.50823728 0.6809128 0.35319167 0.54772646 0.53306565 0.58248729] [ 0.40777581] [ 0.19034683 0.48741162 0.61467788 0.5584819 0.29885236 0.76484104 0.32710502 0.36531342 0.4156979 0.3828026 ] [ 0.04325769] [ 0.2177867 0.55329315 0.4245226 0.63906124 0.37302128 0.69131606 0.42372794 0.35007231 0.52665199 0.53603688] [-0.51176574] [ 0.35893631 0.79867673 0.3115438 0.61705077 0.32408776 0.52730648 0.38030776 0.43419931 0.54951249 0.6058361 ] [-0.23081109] [ 0.47918505 0.326196 0.66281144 0.42722245 0.45216168 0.54531374 0.52565326 0.47352031 0.33469582 0.35830859] [-0.08837919] [ 0.43358477 0.57308778 0.49898137 0.41784344 0.4218462 0.65272228 0.42652131 0.41682627 0.48731523 0.63235799] [ 0.017271] [ 0.15580498 0.30415867 0.6694166 0.40884193 0.48952026 0.74376118 0.38410405 0.36852514 0.37497802 0.30715253] [ 0.25076828] [ 0.53368336 0.57658469 0.47935918 0.52685316 0.41079327 0.36232249 0.4651738 0.44003667 0.65184777 0.38389755] [ 0.17025598] [ 0.13353043 0.63294331 0.40501381 0.62062362 0.3927575 0.73196299 0.34245891 0.50662846 0.4724886 0.51897048] [-0.11702443] [ 0.40956515 0.7300852 0.39387139 0.64842419 0.33263105 0.60108932 0.34047413 0.43793766 0.50445755 0.72304177] [ 0.18994573] [ 0.71759671 0.5427125 0.62993841 0.29022267 0.4506143 0.46031928 0.54801142 0.54277597 0.51324786 0.42648349] [ 0.19254685] [ 0.2104593 0.41393279 0.45475707 0.55676573 0.37362052 0.75682443 0.34783278 0.52721013 0.35558089 0.36018732] [ 0.41298591] [ 0.27274896 0.45017734 0.40541673 0.66425886 0.61063023 0.79648832 0.39176605 0.44345389 0.32550305 0.52172586] [ 0.16564348] [ 0.22520708 0.59215094 0.54276854 0.4254547 0.41883929 0.78420038 0.4046704 0.39096863 0.4687017 0.57573956] [ 0.41422491] [ 0.17980083 0.56240936 0.54938562 0.43105534 0.46623291 0.84912043 0.34966507 0.41114862 0.40761418 0.60518668] [-0.24003794] [ 0.30516059 0.54852168 0.41452613 0.67512879 0.32997321 0.62502407 0.45644837 0.37814574 0.57520616 0.46468612] [-0.37797423] [ 0.43306249 0.56155265 0.44179881 0.60115703 0.25426442 0.43761799 0.44297023 0.43405385 0.60190527 0.37816117] [ 0.13820565] [ 0.2012499 0.48682326 0.46895447 0.47739488 0.57633357 0.72707472 0.42899606 0.40777778 0.35103582 0.49718779] [ 0.28452906] [ 0.58251355 0.69835615 0.48314788 0.57183282 0.41547571 0.55782543 0.5738236 0.51751848 0.59326365 0.5195343 ] [-0.09347119] [ 0.48165825 0.61298139 0.49652495 0.35503436 0.35601935 0.64655258 0.46711028 0.72981204 0.64171378 0.43325881] [ 0.00066588] [ 0.32495553 0.48838547 0.34757703 0.51661175 0.39143304 0.79122039 0.3518948 0.63476881 0.47706919 0.45924738] [-0.15378203] [ 0.35212394 0.61731179 0.50557405 0.50627065 0.38254277 0.75356205 0.44624711 0.48904928 0.3936814 0.56042494] [ 0.04859667] [ 0.28201332 0.40219969 0.58978092 0.31368005 0.3688597 0.7287205 0.45093376 0.44885639 0.42164242 0.34511889] [-0.36191489] [ 0.77030059 0.75048032 0.45480494 0.50875899 0.28781546 0.44523686 0.47797161 0.47762837 0.74212322 0.67036064] [ 0.01095792] [ 0.45951992 0.70676872 0.51737269 0.59490922 0.33649025 0.65854441 0.42461853 0.42540995 0.53323422 0.54032974] [ 0.37071351] [ 0.15489791 0.62317497 0.42951596 0.36841805 0.46059211 0.74949227 0.35984357 0.32451294 0.35107943 0.54924187] [-0.18088652] [ 0.17188282 0.65157381 0.42807928 0.61144602 0.33159725 0.70640587 0.3744572 0.56042993 0.45724351 0.46766611] [-0.36019813] [ 0.33227167 0.6067801 0.41358996 0.55084585 0.34688995 0.72741135 0.36969962 0.54473773 0.58686492 0.52399754] [-0.36084918] [ 0.49704704 0.51454988 0.53240128 0.31463756 0.53434528 0.69267144 0.40575913 0.40712973 0.4498293 0.61652473] [ 0.57855145] [ 0.52331053 0.6099704 0.43119131 0.42003849 0.31710191 0.52509594 0.60057309 0.76559298 0.51269862 0.34205285] [ 0.15005186] [ 0.65169144 0.65567556 0.53728547 0.5692409 0.39458983 0.41865922 0.50356326 0.64044889 0.61435515 0.54818501] [ 0.6095083] [ 0.46448041 0.64896461 0.35682641 0.53051377 0.40262957 0.44996447 0.44660668 0.52430824 0.57263482 0.47267151] [-0.27714961] [ 0.30734503 0.61173989 0.54089907 0.44225431 0.42397692 0.65634284 0.35905309 0.44751292 0.482953 0.58902107] [-0.02388165] [ 0.50099188 0.48435386 0.63296774 0.37326772 0.45412421 0.63449099 0.50463174 0.58474172 0.47696443 0.44942921] [-0.40041112] [ 0.57836594 0.41960671 0.58412877 0.36514148 0.50703963 0.6679472 0.44146155 0.54230472 0.5669959 0.42560013] [ 0.10164029] [ 0.68704464 0.44335069 0.50863394 0.39530892 0.4875912 0.363621 0.58503148 0.44199322 0.55285304 0.30706996] [-0.11313297] [ 0.31696407 0.65947289 0.39991643 0.6040453 0.33918039 0.59117239 0.39085859 0.39487979 0.44640484 0.65365335] [-0.36491604] [ 0.7832227 0.54360093 0.56694691 0.30493598 0.47410146 0.5907684 0.60291224 0.47043844 0.50434798 0.57404814] [ 0.09701194] [ 0.24545879 0.67689765 0.48867296 0.60066705 0.31662337 0.66085559 0.37278741 0.5855502 0.54731353 0.54226544] [-0.23889883] [ 0.29422044 0.52362145 0.60762528 0.30071546 0.34340214 0.49133011 0.53319192 0.55217659 0.59360177 0.27817774] [-0.31772501] [ 0.74018143 0.53084649 0.48024226 0.48349926 0.36082285 0.38591113 0.5906885 0.57351328 0.47256796 0.62780204] [-0.0829975] [ 0.16457947 0.4664426 0.52000139 0.53800562 0.3855224 0.71212044 0.38409176 0.51869657 0.47404468 0.35634943] [ 0.37972673] [ 0.32965643 0.3844485 0.62984625 0.32376776 0.58319681 0.67758828 0.36184432 0.52628342 0.47276808 0.40150767] [-0.11473949] [ 0.3393193 0.30890824 0.54952864 0.45055383 0.56365192 0.64458907 0.41061052 0.55739939 0.41150272 0.38041472] [ 1.72287666] [ 0.68479717 0.32786848 0.66266625 0.27661679 0.52155529 0.48783162 0.53684862 0.44952925 0.44698922 0.35789704] [ 0.83159351] [ 0.65591056 0.57257032 0.53497775 0.54546769 0.30408045 0.51319459 0.39571813 0.41326848 0.62188046 0.57426971] [-0.16525849] [ 0.31590344 0.51141501 0.52198149 0.43149342 0.53416299 0.5477232 0.44969953 0.48090749 0.44534568 0.46408575] [-0.16407569] [ 0.44096011 0.29025044 0.70034559 0.22543547 0.5260479 0.54850084 0.4606735 0.50212187 0.40881359 0.38644105] [-0.0953573] [ 0.19293595 0.57788721 0.61471428 0.31414738 0.40716697 0.73507104 0.42904371 0.50069648 0.46932159 0.49931209] [-0.18580762] [ 0.24486104 0.56261237 0.56105551 0.37285697 0.40291224 0.70260569 0.38512815 0.51811145 0.4731937 0.50331269] [ 0.35785216] [ 0.22474866 0.62755839 0.5583068 0.37115835 0.38667816 0.54605582 0.39149989 0.6052396 0.51098262 0.43458378] [ 0.54426783] [ 0.12375674 0.60494912 0.5168063 0.57418642 0.34404841 0.61913568 0.31172646 0.50787404 0.5807495 0.31482953] [ 0.02904684] [ 0.49015298 0.76647932 0.44363108 0.58854068 0.37800164 0.70544415 0.55907449 0.49540597 0.59646011 0.64802168] [-1.18354595] [ 0.25570304 0.5832989 0.39809616 0.62862656 0.33402896 0.50335014 0.51618292 0.65399734 0.57706096 0.29131034] [-0.30872637] [ 0.35456392 0.72817738 0.42181637 0.52576281 0.29677068 0.69172783 0.4535281 0.43787536 0.59272979 0.67696356] [-0.16523874] [ 0.48718744 0.65824498 0.45094016 0.64450392 0.31853256 0.67401724 0.44392549 0.64443275 0.61808045 0.60072863] Progress: 88.9% ... Training loss: 0.304 ... Validation loss: 0.484[ 1.17484843] [ 0.59953155 0.68514961 0.46132918 0.59846196 0.42823043 0.35549354 0.48112164 0.65385015 0.57768951 0.69562735] [ 0.00421198] [ 0.283277 0.38933921 0.64078692 0.27123287 0.47508273 0.64283659 0.44733072 0.62580104 0.49566151 0.31111687] [-0.00436494] [ 0.2071013 0.52140405 0.46813456 0.56336427 0.42212638 0.55666042 0.53470424 0.557641 0.41893515 0.46371552] [-1.4005109] [ 0.71505097 0.70359707 0.53530297 0.40952618 0.39503132 0.41354435 0.64474213 0.60792096 0.6804508 0.45800816] [ 0.39476843] [ 0.58847247 0.59576337 0.53035222 0.44807875 0.45974203 0.47894632 0.5480364 0.56629649 0.60463142 0.44861972] [-1.21870326] [ 0.19441019 0.69869384 0.38197028 0.4956042 0.24247887 0.4942471 0.38845807 0.6638128 0.61168232 0.22742582] [ 0.35247355] [ 0.11204315 0.48263333 0.61494467 0.41054887 0.42113833 0.82914852 0.43596892 0.38649415 0.40695698 0.42507321] [-0.03384119] [ 0.59994646 0.63677724 0.53720786 0.33313479 0.26058851 0.40150973 0.56360176 0.70389257 0.58390414 0.32332462] [ 0.07813599] [ 0.7382557 0.4220261 0.66403165 0.25518408 0.40828562 0.30593883 0.63100217 0.65305634 0.47532203 0.26621614] [ 0.53379409] [ 0.40953163 0.73418496 0.47290929 0.51796371 0.4946672 0.79624371 0.56347063 0.49090531 0.47139456 0.65593074] [ 0.19382285] [ 0.18604419 0.72526362 0.40170863 0.59048535 0.30125462 0.71982025 0.39987577 0.56279768 0.60839741 0.47562826] [-0.65692134] [ 0.32566985 0.38175822 0.72336111 0.17827461 0.36549368 0.60164852 0.52241088 0.58715026 0.48749256 0.27260681] [-0.07394676] [ 0.42574214 0.43135471 0.55005595 0.4803961 0.54906041 0.59152427 0.48076569 0.43596486 0.45457285 0.37458592] [-0.44073399] [ 0.2202434 0.58065836 0.44118497 0.44050295 0.252944 0.67938141 0.37616606 0.63740854 0.54005367 0.35216507] [ 0.17437609] [ 0.21329797 0.30307318 0.63057236 0.25874067 0.52286344 0.7540688 0.43145761 0.37227131 0.31332068 0.39455803] [ 0.19144556] [ 0.11141193 0.32767851 0.73280911 0.34362597 0.56669421 0.81359346 0.44047197 0.30010111 0.39298849 0.3067325 ] [-0.10102273] [ 0.69468379 0.30929467 0.7382712 0.23790563 0.6070665 0.58211111 0.50993253 0.43148023 0.32126935 0.45806274] [ 0.84113716] [ 0.32183181 0.73850326 0.38489405 0.67011157 0.38521594 0.67759095 0.41894797 0.62639731 0.51434059 0.51174181] [ 0.41167511] [ 0.62495542 0.43766594 0.49818146 0.32629295 0.38660463 0.30467536 0.52696117 0.6305828 0.4992538 0.27311721] [ 0.0654427] [ 0.17578265 0.6407449 0.4034343 0.54453192 0.38868181 0.80094359 0.44641664 0.50563303 0.52747428 0.54523991] [ 0.04290102] [ 0.56673139 0.66571465 0.47039286 0.4814945 0.32956067 0.53103285 0.57023379 0.60696586 0.54125689 0.51469079] [-0.12382807] [ 0.37296309 0.68414322 0.3581757 0.71426468 0.35348337 0.5903049 0.42273222 0.55678802 0.61374363 0.44008606] [-0.18280649] [ 0.60369179 0.5226835 0.65967357 0.3522257 0.62051399 0.59695674 0.43743971 0.45204209 0.49756203 0.54058625] [ 0.0855245] [ 0.30980266 0.45240145 0.64706271 0.36796599 0.5846705 0.69436198 0.36994312 0.41648799 0.51285639 0.46086601] [-0.16510686] [ 0.42865133 0.45224796 0.44881769 0.53936267 0.39663195 0.65617679 0.41456692 0.56701151 0.3399094 0.53365491] [ 1.32143315] [ 0.60159875 0.59657767 0.5402751 0.43577473 0.41427687 0.45376945 0.45774814 0.43021133 0.64198925 0.49386182] [ 0.19534444] [ 0.27506204 0.56718321 0.44513543 0.53917094 0.39431341 0.61943151 0.4662428 0.33823499 0.62624955 0.52320909] [ 0.64670418] [ 0.16764584 0.26668633 0.69026597 0.32614864 0.63768639 0.78229679 0.31157075 0.27483063 0.23848693 0.4601637 ] [-0.33200699] [ 0.49796779 0.50553694 0.54977874 0.11839002 0.63054295 0.67107946 0.52611373 0.34393502 0.45553519 0.56080756] [-0.33653081] [ 0.43182945 0.47127636 0.51727017 0.28105984 0.45082604 0.40614077 0.42156692 0.50312044 0.47044031 0.3619871 ] [ 0.35185334] [ 0.56807553 0.39882535 0.53599345 0.4273688 0.39236737 0.45917883 0.53211499 0.59995446 0.55162231 0.34776987] [ 0.08689398] [ 0.19625078 0.39436301 0.58969346 0.34076407 0.51822864 0.63894618 0.4349208 0.42749157 0.38558912 0.42149811] [-0.19967524] [ 0.29934439 0.51291532 0.42548452 0.4001377 0.41845289 0.52568356 0.38164894 0.4982411 0.51801584 0.38992997] [-0.42191973] [ 0.6237433 0.56663805 0.42868294 0.52036652 0.36371503 0.48399872 0.46800008 0.41567172 0.51576656 0.60304379] [-0.30690531] [ 0.58426478 0.52105378 0.5710526 0.47120226 0.22894752 0.36107686 0.48578677 0.63949292 0.49158916 0.34207851] [-0.44479185] [ 0.29145595 0.49048595 0.44501216 0.29564264 0.37056765 0.56234759 0.46941292 0.57262938 0.52374464 0.26708059] [ 0.48537084] [ 0.70165026 0.70221527 0.55133951 0.42152638 0.40433054 0.43999951 0.61077033 0.57331754 0.64148653 0.60847787] [-0.415736] [ 0.50690959 0.72817185 0.48204521 0.62024697 0.36725729 0.61668477 0.4483308 0.46923644 0.53430254 0.65434787] [-0.13565941] [ 0.68487325 0.61036076 0.65590015 0.34294237 0.51241539 0.6251771 0.55652288 0.50725704 0.60054489 0.60775692] [-0.91876495] [ 0.26228724 0.52617204 0.55189441 0.59426876 0.35653547 0.50549046 0.3569531 0.58031238 0.47436854 0.28355294] [-0.00909074] [ 0.22408242 0.18828526 0.77945702 0.29707323 0.52165753 0.68855925 0.3986826 0.39611073 0.35856064 0.24257244] [-0.24898108] [ 0.42390362 0.73225797 0.33441701 0.6479966 0.35858028 0.74820474 0.36718929 0.61143166 0.508514 0.63571306] [ 0.27875678] [ 0.26269001 0.78077496 0.4350999 0.67117676 0.45557055 0.67492791 0.34690369 0.40052453 0.48560604 0.6312083 ] [ 0.36052924] [ 0.06205703 0.71867006 0.41341382 0.65617732 0.37340705 0.83277705 0.3799942 0.50141295 0.45794115 0.47855335] [ 0.30285721] [ 0.49020551 0.6327025 0.35578363 0.58030674 0.24936511 0.54171632 0.38154544 0.43340258 0.53665373 0.46114331] [ 0.31071408] [ 0.55856707 0.6518819 0.56230691 0.41693605 0.4017007 0.51235265 0.65037609 0.54781227 0.60688397 0.51765992] [-0.4564015] [ 0.38123814 0.45644305 0.69245397 0.29033632 0.43221884 0.57081986 0.44424219 0.47711583 0.55883438 0.44753614] [-0.32316294] [ 0.27173232 0.4514075 0.62026661 0.45698923 0.44090302 0.71584263 0.47965405 0.5093479 0.33038634 0.41429478] [ 1.02154522] [ 0.43231085 0.71042279 0.47585857 0.48661852 0.42950509 0.55648273 0.49598083 0.48922708 0.57153726 0.57670954] [-0.29890056] [ 0.36965403 0.59564123 0.42853912 0.52912363 0.39886849 0.55395194 0.34492664 0.46969771 0.39920774 0.61666447] [ 0.65287527] [ 0.37921081 0.39866466 0.63204687 0.30079923 0.42869251 0.4172539 0.46299553 0.4370903 0.51974597 0.25337831] [ 0.08495234] [ 0.40726906 0.36251114 0.66572046 0.22089057 0.4613156 0.44363051 0.51465588 0.43392046 0.5092387 0.26599509] [ 1.23491813] [ 0.38424175 0.42807779 0.65674848 0.33014607 0.32053902 0.59963682 0.46787054 0.46836407 0.45700071 0.30706179] [-0.18163636] [ 0.79667967 0.63055011 0.47755272 0.43518356 0.32991568 0.51213857 0.46406684 0.4547795 0.55709213 0.67298805] [-0.47808727] [ 0.28827812 0.29070816 0.65086876 0.4978767 0.3658464 0.55831658 0.46455042 0.38629359 0.43026296 0.2477329 ] [ 1.06533151] [ 0.70644233 0.40403897 0.60230337 0.29246824 0.47239173 0.35518322 0.45226907 0.35575444 0.47940837 0.43577877] [-0.18740751] [ 0.71364743 0.5950905 0.50314063 0.51599054 0.31825495 0.38016148 0.42778136 0.46238689 0.64258915 0.59100528] [-0.0579434] [ 0.6047378 0.62335941 0.51764974 0.38776138 0.30373901 0.45583017 0.46504419 0.55603973 0.62358221 0.50387156] [-0.03009599] [ 0.51367075 0.64825521 0.56314053 0.46691635 0.38563954 0.47747338 0.55200727 0.61365635 0.61264988 0.49196011] [-0.20914395] [ 0.60668229 0.72045701 0.42233037 0.57703947 0.32400429 0.50682971 0.44539637 0.44233746 0.60243549 0.62997275] [ 0.78859208] [ 0.53365204 0.51885213 0.53578938 0.2188041 0.31822729 0.34075445 0.5989277 0.60904805 0.57267229 0.34446604] [-0.00771045] [ 0.66877715 0.51613462 0.55571896 0.4328542 0.52881552 0.56053347 0.49038191 0.47593579 0.57215488 0.51402933] [ 0.45363912] [ 0.16633194 0.71804232 0.44758443 0.45647953 0.47380321 0.80021235 0.34078826 0.44473889 0.47707907 0.65873193] [ 0.09880391] [ 0.32732107 0.45418053 0.63387851 0.41637785 0.33041924 0.66468096 0.46668991 0.52913767 0.50302212 0.35084401] [ 0.92713961] [ 0.67634825 0.5268398 0.5722023 0.38648502 0.37138923 0.35215496 0.52236015 0.58891525 0.54330598 0.38219571] [ 0.07486359] [ 0.61626093 0.59598016 0.50767325 0.41083855 0.37503422 0.33233131 0.50638002 0.4724588 0.57356799 0.45391782] [ 0.16379645] [ 0.40575539 0.50297588 0.51784622 0.34021893 0.35038666 0.43739783 0.56536428 0.51646166 0.54188159 0.38675013] [ 0.31359306] [ 0.70037451 0.76291993 0.42056463 0.45877137 0.37015836 0.43438563 0.66605938 0.60710014 0.72489307 0.48781727] [ 0.00180494] [ 0.18770334 0.37112637 0.62078084 0.40553545 0.43379358 0.66296079 0.42065017 0.42930536 0.42121618 0.37145242] [ 0.11457497] [ 0.42292094 0.37505405 0.60901854 0.31821699 0.39117915 0.44060013 0.61627099 0.69244149 0.42941471 0.23831139] [-0.06710392] [ 0.21738765 0.65801181 0.46881958 0.61022131 0.36512339 0.77095662 0.39693419 0.53379741 0.60301448 0.53312199] [ 0.42867576] [ 0.52033636 0.50214016 0.60219347 0.45358381 0.37755869 0.42393364 0.47621084 0.456469 0.55155869 0.36825284] [ 0.91712737] [ 0.55164311 0.63880398 0.39695556 0.52575337 0.40279621 0.40300054 0.46410993 0.55736802 0.45023826 0.51880744] [ 0.10257702] [ 0.4371604 0.60559674 0.37064602 0.622986 0.31557255 0.65807628 0.4356278 0.55624294 0.50933627 0.5320362 ] [-0.25997374] [ 0.44303063 0.69713545 0.48952199 0.4470919 0.41682355 0.66711759 0.52983431 0.39273881 0.6352789 0.61841346] [-0.33837144] [ 0.40387167 0.67788394 0.38987543 0.67838622 0.47729867 0.56900353 0.42156081 0.42181154 0.48567824 0.53939217] [ 1.02781984] [ 0.85443683 0.50309959 0.65741951 0.27469889 0.50008655 0.42344685 0.60873645 0.44505573 0.60372698 0.47517461] [ 0.2441307] [ 0.11710713 0.67599017 0.47123137 0.52994456 0.36022762 0.73033075 0.33490535 0.42669226 0.52243368 0.50655471] [-0.13298344] [ 0.25607878 0.69190018 0.425719 0.634907 0.31584456 0.59194226 0.41663564 0.4826622 0.53519182 0.57545476] [-0.41664431] [ 0.43418641 0.69496023 0.37516395 0.55562144 0.44680454 0.52928224 0.48699744 0.33237803 0.46337358 0.53137821] [ 0.17119824] [ 0.4312459 0.7008276 0.42392806 0.56352104 0.36818741 0.62129829 0.38415763 0.56013163 0.57748047 0.44769755] [-0.3286373] [ 0.46823143 0.53411964 0.44630734 0.56143101 0.22505355 0.33256263 0.47592015 0.53384175 0.57605218 0.28269692] [ 0.34399942] [ 0.0801987 0.41382599 0.67827628 0.33933048 0.4603382 0.86263245 0.42281346 0.34601176 0.4519992 0.47752995] [ 0.02215757] [ 0.38187441 0.19765367 0.71272307 0.3642259 0.39357507 0.62076703 0.40628431 0.49025411 0.39663059 0.22065438] [ 0.76101906] [ 0.77361708 0.63758779 0.49364539 0.43383564 0.33313167 0.46560838 0.48317455 0.38466522 0.65300211 0.59621284] [-0.24492399] [ 0.49811278 0.53441003 0.48305359 0.46782322 0.43524818 0.43687006 0.61986315 0.49485399 0.51716443 0.41783508] [ 0.20799425] [ 0.64810041 0.56220585 0.53442499 0.35063558 0.49931802 0.60630299 0.54339795 0.41325441 0.4936999 0.46330959] [-0.26471958] [ 0.61149409 0.62406854 0.40613347 0.50584702 0.34864811 0.31876789 0.45893196 0.43529524 0.55624314 0.56516303] [-0.5863769] [ 0.52294813 0.80398183 0.40397303 0.60993033 0.43689106 0.56557039 0.44199472 0.46359533 0.5563863 0.63054532] [ 0.12326763] [ 0.19606613 0.47040516 0.4578268 0.49260676 0.48126684 0.81104137 0.39962861 0.48258841 0.528767 0.52361131] [-0.09696213] [ 0.49822595 0.7104289 0.51248189 0.54451468 0.40667136 0.79421068 0.44093007 0.46893174 0.50839824 0.70132553] [-0.06182708] [ 0.66351943 0.62353112 0.48303363 0.34029209 0.43533505 0.32289161 0.46670572 0.44979034 0.58324202 0.5851886 ] [-0.04949326] [ 0.26414387 0.69780839 0.38871695 0.62629492 0.35587924 0.64043239 0.42159086 0.60901332 0.48413246 0.60625168] [ 0.06073563] [ 0.49456017 0.42201767 0.54824941 0.46718415 0.44477027 0.35146605 0.44275036 0.42571729 0.55201718 0.3568856 ] [ 0.19469916] [ 0.20313009 0.31922537 0.60939251 0.38600628 0.61531815 0.80220983 0.49169176 0.50911024 0.42497779 0.58984475] [ 0.48744683] [ 0.33850518 0.44593097 0.52614664 0.42964272 0.42385177 0.49506123 0.41085554 0.53117974 0.51963677 0.37436795] [ 0.07204071] [ 0.36490412 0.61425812 0.40633913 0.71435572 0.58500957 0.5941162 0.40374202 0.43916073 0.34925034 0.59452575] [-0.55596674] [ 0.51182625 0.65262939 0.63614221 0.30356349 0.55174645 0.46239589 0.51494913 0.50495059 0.53919681 0.61461564] [ 1.9974321] [ 0.6835774 0.56601898 0.50073178 0.49931107 0.1824761 0.34760487 0.49785977 0.75656801 0.56050296 0.31774693] [ 0.31062774] [ 0.14295579 0.50842876 0.44235592 0.61922463 0.46923458 0.68806389 0.39314173 0.35816141 0.3019968 0.42893898] [ 0.0854267] [ 0.23417268 0.42041426 0.39615934 0.62194622 0.43196492 0.79136276 0.32333354 0.63472365 0.46806251 0.48074752] [ 1.20310369] [ 0.69565435 0.66970279 0.43985429 0.54751876 0.23505264 0.29963114 0.49999976 0.52380996 0.66135355 0.48434316] [-0.08825556] [ 0.26849344 0.14749234 0.81499082 0.24076227 0.51519551 0.6829514 0.4369023 0.43759042 0.37806176 0.25720198] [ 0.05464995] [ 0.19261255 0.65580315 0.43935626 0.59118409 0.33717469 0.82529745 0.41258959 0.562993 0.51652534 0.57153834] [-0.32855689] [ 0.42315873 0.56151264 0.47548798 0.66360296 0.47753074 0.62821937 0.41133783 0.43988879 0.5297929 0.4507665 ] [-0.53219582] [ 0.4428803 0.61999396 0.59886954 0.30177398 0.37494078 0.44132374 0.49623496 0.69427709 0.5837551 0.46249316] [ 0.1084863] [ 0.69860249 0.77955903 0.41280114 0.49643877 0.22325677 0.418871 0.49504821 0.51820459 0.63906784 0.52778138] [ 0.10509498] [ 0.25425486 0.39193784 0.52968324 0.3079185 0.52101275 0.71647404 0.37617176 0.36134092 0.38833765 0.43205913] [-0.02774083] [ 0.54166903 0.35840362 0.68837043 0.26238245 0.45765313 0.36664741 0.54612329 0.46383433 0.47668566 0.33169607] [ 0.58292369] [ 0.15592371 0.5373746 0.52283313 0.4697854 0.57725706 0.82509391 0.30090946 0.42939523 0.42332773 0.58839899] [ 0.17262822] [ 0.40254715 0.66073522 0.4535854 0.54951819 0.30628617 0.59787037 0.40613113 0.49727827 0.50987205 0.51092923] [ 1.72024263] [ 0.80274624 0.66002897 0.60071687 0.31914087 0.32946368 0.34753764 0.65577499 0.69365114 0.63688274 0.38298881] [-0.07834481] [ 0.17312207 0.62154469 0.5280397 0.39971016 0.3847361 0.77225472 0.39896437 0.41536096 0.57435201 0.49581977] [-0.06641854] [ 0.48335922 0.61130073 0.54574957 0.46153956 0.4508853 0.57091211 0.39746152 0.49077791 0.6479691 0.44472471] [-0.09807161] [ 0.3457623 0.23129072 0.72756151 0.4202933 0.39075467 0.72852303 0.36782781 0.53418245 0.4464468 0.32025382] [ 0.16233823] [ 0.44745607 0.77735548 0.38335799 0.59702303 0.41288075 0.69389103 0.40998648 0.52853007 0.58991554 0.5821302 ] [ 0.33106749] [ 0.49429481 0.69542387 0.44524234 0.51532266 0.36873921 0.6992027 0.45269172 0.46015152 0.51918794 0.5854723 ] [ 0.29270192] [ 0.76217284 0.65435196 0.45236767 0.35341057 0.37480074 0.23030217 0.48828207 0.48368271 0.63895643 0.51405351] [ 0.12495919] [ 0.10359505 0.28532616 0.72370447 0.3506608 0.5625273 0.74979181 0.38394166 0.28030288 0.33106249 0.29174896] [ 0.14584314] [ 0.48634921 0.48542381 0.49433518 0.43140789 0.54006016 0.62874286 0.52856575 0.48067412 0.47452669 0.36327713] [-0.07419129] [ 0.33040166 0.54043386 0.41703954 0.65977531 0.45392744 0.59964069 0.4298889 0.352934 0.54473708 0.46052831] [ 0.51587016] [ 0.13328102 0.38123926 0.68598311 0.43212727 0.46939544 0.81115261 0.34148327 0.33324345 0.30422361 0.522118 ] [-0.47867757] [ 0.55948398 0.60181711 0.49933472 0.51108831 0.43625967 0.68805495 0.47925916 0.42519343 0.50004436 0.56336741] [ 0.15328349] [ 0.46535937 0.64601415 0.43499312 0.69190726 0.30778069 0.63960611 0.34658539 0.3433231 0.46249008 0.71358741] [ 0.96367887] [ 0.74811628 0.54071877 0.5826963 0.39255975 0.44313609 0.35576362 0.53421643 0.56888904 0.61893893 0.38583563] [ 0.95024686] [ 0.67551364 0.59177618 0.50485467 0.47975972 0.27374172 0.43780291 0.47510792 0.47923359 0.51806076 0.45098453] [ 0.29145739] [ 0.50410867 0.71648603 0.46745212 0.60324295 0.30975852 0.60618457 0.55009721 0.632934 0.62664261 0.54061051] [ 0.33939482] [ 0.12999929 0.69150314 0.38077843 0.57526701 0.41894681 0.82879248 0.24911186 0.58509599 0.49899112 0.5685532 ] Progress: 89.1% ... Training loss: 0.307 ... Validation loss: 0.463[ 0.17191528] [ 0.34606847 0.49409215 0.51786139 0.24651819 0.37630882 0.54034589 0.454585 0.48897578 0.52299407 0.35017099] [-0.73014985] [ 0.7306302 0.42213761 0.67934562 0.28593153 0.51487508 0.48586855 0.49835151 0.49735683 0.62891787 0.44853907] [-0.42764642] [ 0.70228938 0.50920597 0.53914877 0.41029407 0.33316197 0.48622117 0.5406262 0.61367587 0.55112251 0.35760502] [ 0.5476318] [ 0.07405574 0.61578203 0.55807696 0.61623427 0.29084686 0.86299271 0.27914817 0.37407259 0.4321922 0.48034828] [ 0.21490455] [ 0.47486845 0.64449288 0.47475718 0.45530324 0.28473811 0.41620917 0.45799943 0.60833364 0.55661739 0.40888652] [-0.17372074] [ 0.48838854 0.749214 0.42085814 0.60615145 0.37017206 0.73296213 0.45602027 0.59171038 0.60487816 0.68908668] [-0.3508873] [ 0.78650137 0.53765657 0.68572871 0.28235762 0.35730752 0.29384235 0.62838951 0.63602373 0.57502061 0.28707675] [ 0.18263021] [ 0.37145351 0.57377938 0.4030082 0.5238411 0.46917793 0.7149591 0.43818919 0.44018212 0.43129316 0.6323293 ] [-0.27580381] [ 0.51273591 0.5983992 0.57233229 0.45371266 0.28750474 0.37918548 0.44600348 0.4897642 0.58946804 0.37973793] [-0.5474395] [ 0.16119124 0.52583255 0.50795448 0.37921204 0.37344645 0.64277357 0.44049844 0.47749385 0.44390765 0.404052 ] [ 0.98449867] [ 0.67577129 0.47389771 0.59159065 0.48823305 0.34521869 0.49592708 0.40498085 0.3896107 0.57206892 0.53744584] [-0.37905843] [ 0.44857018 0.37526487 0.55378308 0.4542473 0.46561748 0.81538869 0.36247903 0.58250529 0.41731913 0.54005821] [-0.46541222] [ 0.31798001 0.77660021 0.44976965 0.66612469 0.28632319 0.67372943 0.36197369 0.59782058 0.61286884 0.55407132] [ 0.06675975] [ 0.26548545 0.55746338 0.54376424 0.50248841 0.40979694 0.72776241 0.42286273 0.471896 0.36915603 0.48973144] [-0.59231267] [ 0.38562328 0.60654119 0.42462017 0.54727389 0.35080388 0.55897805 0.35929025 0.49902571 0.44947995 0.52498788] [-0.29333494] [ 0.40194035 0.62976142 0.36829837 0.60764805 0.37222252 0.56018636 0.45012224 0.42401787 0.53613634 0.5636427 ] [-0.03834516] [ 0.49757832 0.8105291 0.27034398 0.65171131 0.22872249 0.57802746 0.38200399 0.4730259 0.60933296 0.70035867] [-0.02935856] [ 0.39933032 0.60336016 0.37314597 0.67620423 0.39744581 0.72970737 0.40091358 0.65681153 0.46705797 0.48939044] [-0.02222845] [ 0.57845418 0.63494977 0.48628888 0.49716197 0.29076773 0.47514432 0.53190416 0.53360026 0.53885341 0.55443539] [-0.3194026] [ 0.41665773 0.65435283 0.39564172 0.4295765 0.3297338 0.4096467 0.40259192 0.5844369 0.58369923 0.41253934] [ 0.44636711] [ 0.49773319 0.34660239 0.69086469 0.23808392 0.49302711 0.59880136 0.4661796 0.46636283 0.40268561 0.43227426] [-0.4790927] [ 0.66178079 0.46563139 0.60615971 0.46643219 0.55641035 0.4437447 0.48403015 0.4943476 0.6185414 0.39383534] [-0.13917793] [ 0.78000412 0.45244593 0.65539773 0.29663759 0.46997205 0.22506371 0.6129423 0.64834837 0.56120562 0.24700406] [-0.33941108] [ 0.65865153 0.67637679 0.44412618 0.54884915 0.3137953 0.52501569 0.51918263 0.59103311 0.50603139 0.62663207] [-0.07484021] [ 0.10197031 0.62273955 0.42854318 0.44229112 0.36843903 0.78515317 0.3671617 0.47233218 0.52839186 0.47120613] [-0.21700467] [ 0.26829298 0.62989157 0.56752724 0.40806362 0.41056258 0.64495407 0.41143122 0.52107078 0.50877127 0.53020321] [ 0.81774346] [ 0.56949081 0.72308189 0.33173168 0.51659986 0.2923769 0.21795145 0.52108323 0.61650364 0.70451504 0.38040001] [ 0.38634552] [ 0.55008048 0.6855834 0.52134167 0.39612629 0.3455734 0.5609986 0.52746257 0.52620573 0.57722829 0.58390331] [-0.29469655] [ 0.49037586 0.50006004 0.55134014 0.50654579 0.47075055 0.52671817 0.5056941 0.4965879 0.58405985 0.39415617] [-0.48259581] [ 0.58854619 0.54228538 0.47216466 0.50444846 0.49467698 0.57468377 0.44061435 0.28378774 0.46312977 0.60486827] [ 0.61871812] [ 0.76887562 0.37047881 0.65814442 0.2857877 0.46622532 0.44283426 0.53710104 0.43843201 0.47811094 0.35796876] [-1.05328231] [ 0.82548505 0.53019043 0.55556795 0.29853551 0.42357462 0.34554261 0.52037891 0.44192965 0.46385681 0.62845841] [-0.77230173] [ 0.76088476 0.38962337 0.58968986 0.4802349 0.46156213 0.50627301 0.51852858 0.51489273 0.45887687 0.56209161] [ 0.29302559] [ 0.13347524 0.4855877 0.50165084 0.49595434 0.45712602 0.69828179 0.3632892 0.34179616 0.44044523 0.44198625] [ 0.05159087] [ 0.52905632 0.54215107 0.56996419 0.49703695 0.29848723 0.3649078 0.46681082 0.54318999 0.58274727 0.37231731] [ 0.30394157] [ 0.48075468 0.67804794 0.46172889 0.62370483 0.34117999 0.56680766 0.55917816 0.4767772 0.64649437 0.60352086] [ 0.10249914] [ 0.71164006 0.51923329 0.52267262 0.34612124 0.38559544 0.39792474 0.52159791 0.60115507 0.56986026 0.41295038] [ 0.68677967] [ 0.77038038 0.53487231 0.57298369 0.19969317 0.35461605 0.35674866 0.53230705 0.64728184 0.58460211 0.43047684] [ 0.03474949] [ 0.39987332 0.54787956 0.35049108 0.658259 0.29476365 0.58227976 0.36079702 0.45368938 0.53921066 0.47909978] [-0.19279766] [ 0.43644293 0.81115714 0.3898829 0.62885454 0.42172855 0.72236098 0.42606067 0.53048669 0.59400594 0.73216922] [-0.01684485] [ 0.30374533 0.66929859 0.38718685 0.64044257 0.33231056 0.69000629 0.36205149 0.44354315 0.40337818 0.64132801] [-0.33573846] [ 0.66358399 0.50233077 0.50416559 0.37134726 0.43833222 0.32401311 0.56778039 0.55508088 0.45712962 0.43893247] [ 0.00257266] [ 0.25886365 0.56504866 0.50167538 0.46577424 0.43960618 0.74785511 0.37512407 0.525472 0.5071476 0.59325684] [-0.16921946] [ 0.17146251 0.6010546 0.35124346 0.44404143 0.32257496 0.80748012 0.35327993 0.57128885 0.38399753 0.42594695] [ 0.04484018] [ 0.37548496 0.42915803 0.49230249 0.48389227 0.60433346 0.67642052 0.49961657 0.30902253 0.29138206 0.56895356] [-0.33114627] [ 0.76805675 0.64163289 0.53284553 0.40321694 0.47965285 0.47618802 0.67537067 0.46019956 0.60787823 0.60652945] [-0.15778579] [ 0.57551407 0.32588168 0.68222764 0.31262887 0.34784956 0.31452996 0.58636966 0.72651086 0.41073853 0.1618801 ] [-0.59841267] [ 0.77359941 0.51010379 0.55852079 0.36259136 0.37105271 0.50536088 0.49070057 0.38370037 0.5765142 0.55310626] [ 0.12241493] [ 0.34697994 0.75784423 0.32882883 0.73329699 0.28731649 0.55655004 0.46513961 0.64436662 0.54805898 0.5811284 ] [-0.16960694] [ 0.18524269 0.36549004 0.65212522 0.4062596 0.4316319 0.72268302 0.39023578 0.37165952 0.35819057 0.36631825] [-0.5255923] [ 0.69728193 0.66215283 0.51248233 0.54887981 0.29265854 0.46508738 0.51056219 0.46926878 0.68360361 0.59592505] [ 0.06185769] [ 0.36672548 0.6837551 0.41080322 0.70043385 0.30763207 0.77379126 0.38670204 0.4291506 0.57761901 0.66089743] [-0.15850126] [ 0.59792397 0.57612589 0.42566637 0.45686517 0.38773151 0.42043409 0.4860721 0.49448522 0.55518079 0.57654134] [-0.72903807] [ 0.46353281 0.60874254 0.55940211 0.436564 0.25999531 0.43849085 0.53218575 0.72639051 0.51560217 0.28497132] [-1.04019489] [ 0.50883557 0.5352565 0.66255325 0.19633906 0.37984672 0.35383137 0.54047144 0.68391684 0.59927348 0.26527586] [-0.29123516] [ 0.62974278 0.6016234 0.49311959 0.4821461 0.30094347 0.41447456 0.47257565 0.54502839 0.51303318 0.55745425] [-0.14430397] [ 0.50356357 0.48442522 0.6342568 0.37114713 0.45160695 0.62919093 0.5068165 0.58930362 0.47971476 0.4443067 ] [ 0.15997878] [ 0.17630282 0.4890513 0.49009816 0.67897339 0.34408483 0.75308259 0.38017063 0.56201981 0.51071061 0.33290882] [-0.27379135] [ 0.50354163 0.58423769 0.52915913 0.55930421 0.33209803 0.56800454 0.49196975 0.62928082 0.55343447 0.45908065] [-0.3660576] [ 0.39757809 0.51326176 0.59189769 0.37011109 0.47537397 0.62262071 0.4894672 0.54612483 0.47615571 0.433493 ] [-0.50023906] [ 0.76572115 0.47342192 0.55307963 0.44061921 0.48824844 0.42827248 0.48574068 0.5711074 0.51197412 0.45600505] [ 0.36420068] [ 0.24716605 0.43822165 0.49600988 0.4866083 0.40570696 0.68232722 0.42904267 0.66469105 0.47039833 0.36063147] [-0.55943846] [ 0.49140696 0.55449129 0.45317391 0.52549196 0.33488696 0.62447852 0.35532156 0.50187013 0.49518184 0.53144831] [-0.2446344] [ 0.37644635 0.46731796 0.63406385 0.30840966 0.39569007 0.39765221 0.51027167 0.51773401 0.53080142 0.3194073 ] [-0.69154355] [ 0.469698 0.58909857 0.55837876 0.35880191 0.36013113 0.47442757 0.58062872 0.63297674 0.5470101 0.35463547] [-0.24979208] [ 0.3896145 0.71092149 0.41533618 0.63631251 0.40832602 0.61646942 0.4168663 0.44004947 0.56496717 0.71902723] [-0.05590885] [ 0.32075943 0.67904664 0.51755344 0.346065 0.34683747 0.53677642 0.53693264 0.57976102 0.63716703 0.3598624 ] [-0.6033908] [ 0.4038632 0.37446845 0.63726702 0.43836562 0.43457118 0.56767383 0.54965848 0.49698545 0.35048207 0.38408158] [-0.22387141] [ 0.56172875 0.67746258 0.41464437 0.59524 0.2849932 0.71351688 0.3829788 0.42605559 0.55682099 0.6871324 ] [-0.155114] [ 0.71430678 0.52574807 0.55336289 0.38793822 0.39244775 0.23323735 0.54922456 0.69081754 0.61215029 0.31858971] [-0.30901595] [ 0.40958053 0.69896677 0.49462564 0.39285361 0.41720094 0.72071322 0.51192664 0.35455882 0.64439011 0.71806069] [ 0.13939757] [ 0.15082418 0.3052499 0.72900032 0.37830492 0.43946309 0.69049111 0.31779667 0.37698118 0.40613348 0.23290863] [-0.32659448] [ 0.4403437 0.3571196 0.67758868 0.27661018 0.50337279 0.42024855 0.5465636 0.49151306 0.45282519 0.33254375] [ 0.44636711] [ 0.49773319 0.34660239 0.69086469 0.23808392 0.49302711 0.59880136 0.4661796 0.46636283 0.40268561 0.43227426] [-0.36470585] [ 0.3637763 0.39450224 0.65956286 0.26627443 0.49348664 0.68586917 0.44057709 0.50397691 0.53255869 0.45489654] [ 1.20254592] [ 0.72827359 0.54271999 0.61062838 0.30926883 0.41334559 0.39122568 0.53481377 0.4863266 0.68528339 0.50587141] [ 0.13938518] [ 0.08116683 0.55813572 0.49702839 0.63844101 0.38412512 0.7689884 0.39287573 0.41042004 0.51860745 0.44102771] [-0.17791612] [ 0.50584094 0.54757461 0.51704507 0.35013319 0.46606736 0.55924158 0.46047945 0.58162455 0.62601031 0.38106981] [-0.86389376] [ 0.73747299 0.62405802 0.5119775 0.34114401 0.32888035 0.34762393 0.53495004 0.48925722 0.5925359 0.52451659] [-0.17666941] [ 0.25608074 0.72873921 0.43273762 0.62517738 0.27402349 0.70670365 0.47939003 0.61959376 0.54436305 0.47464576] [-0.65708411] [ 0.51578179 0.49958896 0.54768784 0.35181169 0.49918613 0.52299747 0.51718252 0.48003369 0.45111963 0.45774973] [-0.71331416] [ 0.70750808 0.75215718 0.44086185 0.32683458 0.22444473 0.3906526 0.54205894 0.56104612 0.60044666 0.49150996] [-0.55564227] [ 0.78355903 0.41514457 0.54333978 0.37181893 0.54560367 0.39696473 0.61987788 0.40861896 0.52549336 0.41422524] [ 0.28543427] [ 0.14630455 0.57391023 0.55881995 0.56471638 0.38024826 0.70091237 0.29891387 0.42231509 0.5228259 0.40661424] [-0.42764642] [ 0.70228938 0.50920597 0.53914877 0.41029407 0.33316197 0.48622117 0.5406262 0.61367587 0.55112251 0.35760502] [ 0.42622527] [ 0.57301168 0.65130208 0.46648275 0.60783509 0.27452157 0.45312485 0.4299147 0.50407777 0.51379937 0.59394523] [ 0.33777049] [ 0.58878418 0.58989451 0.60764021 0.32266397 0.50018187 0.45854337 0.56165941 0.61436744 0.57920579 0.37780207] [-0.15787373] [ 0.17222047 0.40330354 0.62571438 0.2994596 0.48310746 0.75482851 0.41197447 0.46751955 0.40002193 0.42947711] [ 1.19703416] [ 0.76556307 0.48357067 0.66339546 0.32452082 0.44036342 0.4034284 0.49531562 0.48248594 0.46657229 0.37106923] [-0.25986621] [ 0.7102573 0.33244402 0.56837307 0.4263441 0.52160321 0.4137357 0.56614031 0.44903995 0.41615794 0.36547443] [-0.49645404] [ 0.76052049 0.51752597 0.48460816 0.40137387 0.34379892 0.36068112 0.53802326 0.33878938 0.55134165 0.38876362] [ 0.65248984] [ 0.72873971 0.38924375 0.74369633 0.15453666 0.49378807 0.24300203 0.55317804 0.65833471 0.51288641 0.29972966] [-0.34902519] [ 0.50198692 0.60957782 0.45377712 0.50466621 0.41178032 0.45035484 0.49012155 0.57122938 0.61827563 0.51580393] [ 0.01909435] [ 0.15479948 0.64340347 0.52120031 0.54193599 0.41861918 0.65855723 0.32639563 0.46844092 0.54583585 0.52546603] [-0.59457558] [ 0.42419919 0.5301789 0.63152123 0.28111573 0.49995401 0.63047932 0.48363215 0.3703489 0.57686695 0.43820173] [-0.48436881] [ 0.29661601 0.51927346 0.46794551 0.54445627 0.44277603 0.56440592 0.40634011 0.33075404 0.50490317 0.43238905] [-0.22622937] [ 0.33800446 0.34002535 0.64746436 0.3245202 0.61079609 0.58842411 0.5569823 0.30887118 0.34669971 0.63474745] [ 0.93233939] [ 0.30651386 0.51602804 0.50148308 0.40173115 0.42939454 0.68352463 0.49057111 0.520328 0.32088526 0.37038393] [-0.59417168] [ 0.52764298 0.58472373 0.57146285 0.39182504 0.40417856 0.57379339 0.54601601 0.55854717 0.60493492 0.56660015] [-0.72284288] [ 0.2668068 0.57488286 0.51305603 0.35963791 0.34315169 0.59619314 0.41741831 0.42962405 0.47672866 0.4042679 ] [-0.05257131] [ 0.20722907 0.68372866 0.3821138 0.62560932 0.35482682 0.55996595 0.53408011 0.59449179 0.51227082 0.5260711 ] [-1.11301385] [ 0.35559642 0.35690191 0.72767471 0.33030591 0.27584185 0.4683153 0.47821015 0.60864388 0.4717204 0.16856655] [ 0.16469056] [ 0.18341011 0.49744836 0.36311922 0.34160925 0.37955008 0.7355952 0.39550413 0.4288346 0.41145374 0.40674584] [ 0.06879392] [ 0.54238341 0.68551584 0.40247692 0.58973405 0.31630641 0.53981622 0.42197545 0.4180123 0.58968166 0.63890096] [-0.55502292] [ 0.75687635 0.61755284 0.48537131 0.31235941 0.30984747 0.42231773 0.47305567 0.54647259 0.54956027 0.48154265] [-0.14430397] [ 0.50356357 0.48442522 0.6342568 0.37114713 0.45160695 0.62919093 0.5068165 0.58930362 0.47971476 0.4443067 ] [-0.0541971] [ 0.16053797 0.60068904 0.55417657 0.39087399 0.35755055 0.73167897 0.45652474 0.48765511 0.49141626 0.40637927] [-0.44459528] [ 0.78466322 0.66993559 0.52714431 0.30502139 0.40537702 0.46522433 0.57634519 0.46855563 0.61785101 0.68681063] [-0.33769501] [ 0.32210184 0.57558903 0.35780557 0.65853081 0.30584014 0.72930382 0.37620942 0.55615989 0.41293833 0.50415772] [-0.09044421] [ 0.24254404 0.23928016 0.77648346 0.24862643 0.49079163 0.73523058 0.39243028 0.33429892 0.37801451 0.30278476] [-0.68017036] [ 0.59576388 0.38119167 0.65352646 0.29525931 0.48830103 0.65033641 0.4562321 0.34608946 0.40201828 0.52518144] [ 0.00129283] [ 0.10862405 0.39957053 0.62266718 0.45552119 0.36813876 0.77378493 0.44325975 0.43099697 0.41996058 0.29993104] [ 0.11758157] [ 0.11276965 0.53460092 0.53488217 0.61566201 0.40272866 0.75922932 0.35794749 0.33922727 0.40705889 0.3803975 ] [-0.02104481] [ 0.25779217 0.70500459 0.44275309 0.59244911 0.2552645 0.5831099 0.44828741 0.66708965 0.68045508 0.43977695] [ 0.03424787] [ 0.17298376 0.55700526 0.6873018 0.33342105 0.45534415 0.67822907 0.42850149 0.43860939 0.53677713 0.49195436] [-0.03708437] [ 0.38373511 0.68928432 0.39807667 0.64610741 0.19969253 0.4692031 0.49628568 0.62051128 0.58090114 0.46017247] [-0.31607729] [ 0.31046607 0.61956107 0.44852826 0.56371429 0.37846434 0.68706154 0.37841382 0.48977245 0.54311285 0.52420251] [ 0.40767059] [ 0.14563391 0.64655379 0.49691318 0.46334855 0.46656339 0.78343298 0.30688117 0.36745582 0.43511357 0.57994451] [ 0.07493387] [ 0.71349449 0.54376915 0.55730123 0.51394401 0.3177532 0.48132237 0.41485123 0.40630008 0.61494258 0.56898957] [-0.43308453] [ 0.18437534 0.52607 0.52438087 0.45755361 0.3025057 0.60431618 0.43751944 0.66870118 0.53068451 0.28126101] [-0.18756059] [ 0.72329251 0.59447853 0.51106564 0.3685357 0.41673437 0.32759896 0.56988913 0.52233674 0.6288015 0.39644004] [ 0.39669648] [ 0.45755909 0.51601123 0.4642576 0.53617494 0.46263765 0.46340241 0.37895835 0.41451857 0.54700863 0.48460942] [-1.4306642] [ 0.25839826 0.57348509 0.46256646 0.35992805 0.34306899 0.45922975 0.4517509 0.64233494 0.55436863 0.22100448] [-0.23784455] [ 0.15442938 0.36076542 0.6377903 0.46419864 0.37495047 0.71616761 0.34429611 0.40743369 0.39740757 0.31241719] [-0.67310192] [ 0.58858246 0.62518481 0.49100772 0.50650992 0.30109703 0.52888384 0.44281788 0.29389644 0.61445462 0.55428019] [-0.30841931] [ 0.45738678 0.48775006 0.47512243 0.45273787 0.31960054 0.59956449 0.39257312 0.42210293 0.37645333 0.47446003] [-0.3812598] [ 0.20145968 0.58978328 0.3476075 0.67980448 0.38437627 0.72441077 0.33651787 0.60997032 0.53730165 0.38799671] [-0.33846927] [ 0.69097555 0.39330874 0.58066667 0.45220721 0.5060549 0.46063018 0.45638015 0.56378602 0.45851839 0.41091039] Progress: 89.4% ... Training loss: 0.312 ... Validation loss: 0.508[-0.64734409] [ 0.78160716 0.48440004 0.5296614 0.48859142 0.3231469 0.50857398 0.4920156 0.41439314 0.59428467 0.56658428] [ 0.57669528] [ 0.09232056 0.59206302 0.35408093 0.54137973 0.39031786 0.85328248 0.38792376 0.44096389 0.46058716 0.5298501 ] [ 0.60616146] [ 0.11854005 0.6689747 0.46613869 0.63679447 0.5536653 0.85428685 0.39378476 0.52280365 0.46523947 0.58191489] [ 1.36014805] [ 0.59468651 0.5908957 0.62187104 0.3214761 0.46563754 0.46614867 0.517893 0.48437433 0.50594282 0.47334767] [ 0.04786258] [ 0.57643389 0.35071652 0.56005716 0.3289916 0.42216846 0.53254276 0.57744014 0.5122207 0.36882191 0.37848632] [ 0.13122103] [ 0.21585562 0.36135826 0.68562171 0.39259351 0.47300236 0.83117536 0.43020256 0.39182857 0.41459885 0.40795225] [ 0.38632034] [ 0.24626781 0.52093786 0.40841511 0.65019535 0.38075404 0.68597277 0.40011492 0.34681433 0.48491627 0.47888092] [-0.05606994] [ 0.6654938 0.49427179 0.61713012 0.2909328 0.52187462 0.4376899 0.55328672 0.61205096 0.48249236 0.35072552] [-0.03505254] [ 0.30216783 0.61917287 0.44495892 0.5685081 0.38353206 0.69939534 0.37330525 0.47747908 0.53632922 0.53500232] [ 0.48363623] [ 0.53291429 0.70782232 0.36578297 0.63570482 0.24800338 0.51617114 0.4597342 0.48558369 0.58417092 0.54817151] [ 0.15890769] [ 0.51176548 0.78065301 0.45340624 0.51621812 0.26088006 0.54034778 0.42718187 0.66038115 0.63851237 0.48100949] [ 0.10471836] [ 0.30184247 0.65085382 0.31417514 0.59831604 0.48379043 0.63854298 0.3373693 0.47627577 0.4295157 0.56790164] [ 0.06827332] [ 0.14527331 0.48741683 0.55623806 0.43674511 0.48021126 0.67548706 0.41045128 0.33327049 0.36949368 0.41867098] [ 2.15269136] [ 0.70189307 0.70347476 0.47104888 0.38275482 0.24292418 0.32782675 0.61550253 0.74089358 0.67831943 0.27686913] [ 0.05804091] [ 0.40401776 0.41588098 0.62264221 0.35131522 0.6261064 0.66064881 0.432228 0.30440093 0.34391689 0.59929742] [-0.37271277] [ 0.49180893 0.45661815 0.5716772 0.48687331 0.53553056 0.67050829 0.39398709 0.42007561 0.40368186 0.47789463] [ 0.08610597] [ 0.30548051 0.20635451 0.65514218 0.42329163 0.61026785 0.73589716 0.39625995 0.28700746 0.29597968 0.35454228] [ 0.53919] [ 0.34293326 0.64067318 0.56619166 0.31700598 0.35067936 0.60871622 0.45079791 0.55211455 0.520182 0.39141481] [ 0.18904918] [ 0.33416784 0.73301209 0.45845001 0.74334165 0.39210957 0.70181836 0.32912863 0.51676947 0.49533038 0.69283487] [-0.43532249] [ 0.86106756 0.70160782 0.53848904 0.34635874 0.4408839 0.33919128 0.64025043 0.46929701 0.71231428 0.47143923] [ 0.42447769] [ 0.5915146 0.64645639 0.43459403 0.45289156 0.28615119 0.39312666 0.52692911 0.45979456 0.59326515 0.4348066 ] [ 0.99977331] [ 0.62059992 0.39092419 0.62835899 0.2607568 0.35277243 0.50061313 0.56073983 0.72975726 0.44839859 0.2965918 ] [-0.05755183] [ 0.34309412 0.24646409 0.72445752 0.24731517 0.55990903 0.68514135 0.41242377 0.41711872 0.30091294 0.41985108] [ 0.33471423] [ 0.40098736 0.61092258 0.54277308 0.6208776 0.43493471 0.48077641 0.42797346 0.54197905 0.66674648 0.36353491] [-0.5134069] [ 0.55943187 0.60204975 0.45544362 0.52296865 0.48733527 0.47897688 0.52425747 0.45901581 0.54361284 0.5925208 ] [ 0.0574349] [ 0.20745379 0.26621194 0.72923321 0.2321971 0.44824846 0.59972087 0.39360558 0.35120166 0.30426219 0.21725432] [-0.25699823] [ 0.69539788 0.52130303 0.52796956 0.34763659 0.37607059 0.50167786 0.47438329 0.45575736 0.45211417 0.55363094] [ 0.46638327] [ 0.10377929 0.51379981 0.47031731 0.62595928 0.43307837 0.69378113 0.4708539 0.48333161 0.4467169 0.30830533] [ 0.04609551] [ 0.19168929 0.80371281 0.33065823 0.70279663 0.33216389 0.63173015 0.32915555 0.50682703 0.56966693 0.64911051] [ 0.23624614] [ 0.315922 0.73636535 0.43589904 0.63193171 0.50325535 0.7271913 0.32848185 0.53195293 0.51044997 0.66745265] [-0.06473099] [ 0.45531143 0.33326671 0.57718392 0.29780688 0.51341469 0.49540837 0.54768551 0.47943971 0.40395509 0.3023094 ] [-0.55347456] [ 0.79384916 0.56572073 0.48654905 0.51333767 0.31747526 0.46654748 0.47635878 0.43370878 0.52540762 0.63934912] [-1.14434356] [ 0.2733333 0.51009606 0.49535744 0.43802694 0.37422874 0.47800723 0.53272055 0.58949876 0.49933023 0.22367997] [-0.59024486] [ 0.53191756 0.33931363 0.68029132 0.25458516 0.54599597 0.43221461 0.49638946 0.373345 0.4353242 0.43598367] [-0.10598778] [ 0.48624129 0.53535542 0.48993831 0.41568789 0.51100528 0.50775585 0.40283564 0.40070318 0.43507436 0.67901981] [ 0.4792393] [ 0.14481669 0.29926707 0.63764074 0.43694374 0.56740174 0.66477156 0.40562236 0.36368767 0.40430511 0.52421392] [ 0.99927587] [ 0.71232994 0.48461519 0.6058347 0.34860854 0.37232899 0.29774498 0.59774265 0.68544549 0.47915753 0.34907323] [-0.05103881] [ 0.48172562 0.57937571 0.52240827 0.53824426 0.3410839 0.38649799 0.4079778 0.52122557 0.61688085 0.40809653] [ 0.22599233] [ 0.66835867 0.75159389 0.4113652 0.53077071 0.34944475 0.37135914 0.50216607 0.4994581 0.62110382 0.70469463] [-0.11247253] [ 0.34665892 0.72778169 0.41870347 0.5297539 0.30055812 0.70229639 0.448652 0.42640717 0.58692232 0.68485866] [ 0.00296304] [ 0.43436427 0.77608954 0.44160641 0.6281601 0.38165279 0.70309351 0.45628912 0.50090674 0.58126649 0.74794194] [ 0.47158902] [ 0.12338082 0.56820132 0.47069277 0.50630124 0.35473553 0.76535089 0.26425049 0.40026324 0.3635986 0.4023376 ] [-0.08824633] [ 0.48690491 0.37013094 0.6671945 0.39720607 0.41226301 0.45174571 0.46855423 0.50634492 0.44256248 0.27069554] [ 0.11800393] [ 0.18557712 0.59449286 0.4893517 0.57525913 0.4569675 0.66272241 0.39052206 0.31166564 0.43177234 0.43528842] [ 0.17107218] [ 0.62505385 0.58536828 0.46069604 0.56464554 0.32170064 0.44244434 0.44654059 0.3958956 0.62068081 0.458117 ] [-0.2123124] [ 0.53277054 0.73412024 0.536187 0.49498873 0.36333885 0.48803564 0.47795291 0.58597481 0.65503936 0.46773243] [ 0.41766763] [ 0.20886138 0.4001298 0.46138688 0.62022521 0.56334687 0.8550876 0.39972235 0.48563681 0.4389325 0.49449079] [ 0.04182683] [ 0.12478677 0.23160753 0.76213806 0.36681419 0.47291133 0.74794071 0.43626677 0.35374892 0.29986233 0.31541328] [-0.30044852] [ 0.77780864 0.68566004 0.55132301 0.38712037 0.4133844 0.57766157 0.6037912 0.52145649 0.68367314 0.63760385] [ 0.24402026] [ 0.14253467 0.43650137 0.61679841 0.43807522 0.41773139 0.72858964 0.38917334 0.45654396 0.55582303 0.39162485] [-0.39192536] [ 0.51677468 0.70400731 0.42772182 0.55797722 0.3608647 0.56591731 0.3890346 0.37094497 0.54763068 0.56722278] [-0.06340346] [ 0.44015373 0.56675213 0.56679313 0.36041606 0.44535446 0.6386583 0.47688373 0.41430285 0.4488408 0.59476225] [ 0.16524242] [ 0.32175272 0.24805241 0.78714587 0.21211306 0.61711019 0.68963743 0.44417943 0.37082475 0.37033656 0.38609927] [ 0.17676083] [ 0.17376792 0.69751268 0.38773605 0.68519268 0.37586305 0.69941892 0.4033568 0.49134258 0.40214968 0.53173514] [-0.55021048] [ 0.83671563 0.64065256 0.60748467 0.43171272 0.50095117 0.54900846 0.59045547 0.47718054 0.67982872 0.66057587] [ 0.11280775] [ 0.18189351 0.68034983 0.46339411 0.58726508 0.38803473 0.79619636 0.50080984 0.5531842 0.51752999 0.54688431] [ 0.76213616] [ 0.50355282 0.56074254 0.4835755 0.56038992 0.36037474 0.41002191 0.46027687 0.4725883 0.55875242 0.40274717] [ 0.33195118] [ 0.12854702 0.53708326 0.55749665 0.49043585 0.41692431 0.7656197 0.36021004 0.44287964 0.44028915 0.56456986] [ 0.29003643] [ 0.29048959 0.6000718 0.55378373 0.44271524 0.39858103 0.75622998 0.49670119 0.53596947 0.38951894 0.49532351] [-1.10245226] [ 0.63536153 0.72735914 0.51263279 0.39815783 0.34854392 0.35436514 0.62664417 0.64072445 0.70908121 0.34024585] [-0.16319649] [ 0.40604774 0.66551661 0.47312737 0.58117976 0.40318286 0.60340509 0.48416737 0.41493881 0.6076406 0.64802165] [ 2.14959405] [ 0.68902102 0.50927466 0.67717366 0.33182009 0.47382947 0.49391516 0.51232619 0.46295902 0.59215813 0.46498909] [ 0.3684] [ 0.45865978 0.71210103 0.54127503 0.52388918 0.39444234 0.78694577 0.49273722 0.53886861 0.52460005 0.64915428] [-0.31515989] [ 0.68552603 0.42477797 0.68294073 0.35439438 0.58962079 0.44887401 0.50098376 0.427203 0.47419893 0.49539466] [ 1.12099999] [ 0.60341152 0.59312929 0.47171405 0.48110645 0.30579358 0.28852691 0.47106289 0.58081226 0.60005616 0.43655702] [-0.36283183] [ 0.58784096 0.5319307 0.53274145 0.53447305 0.45179686 0.54711725 0.4130024 0.61094727 0.62826799 0.45397997] [-0.21029716] [ 0.56004862 0.67037112 0.46981717 0.37342237 0.30480035 0.41357695 0.48119906 0.56853975 0.52726558 0.51469453] [ 0.04179938] [ 0.37798561 0.63054315 0.41022448 0.71634967 0.59176582 0.64790261 0.42939092 0.40664996 0.39712874 0.50440836] [-0.04801553] [ 0.23474244 0.60316723 0.37006797 0.67052364 0.33305081 0.74436474 0.4511933 0.50201845 0.5287788 0.53805496] [-0.23150715] [ 0.46185687 0.67148891 0.36865725 0.66124648 0.3091662 0.60632028 0.36157901 0.36397653 0.4789636 0.5922125 ] [ 0.30392469] [ 0.45648086 0.52682652 0.37698873 0.59388105 0.33065603 0.31411586 0.49450959 0.51565501 0.55330832 0.59386076] [-0.56618848] [ 0.83103361 0.32689375 0.64873435 0.35547342 0.55090944 0.48708311 0.55762318 0.44014479 0.41464777 0.58455925] [ 0.15597969] [ 0.57802836 0.73989769 0.40173818 0.32492922 0.37263648 0.64431907 0.54030329 0.43707063 0.62172887 0.68469129] [ 0.00145394] [ 0.29759137 0.28111679 0.55633532 0.27546971 0.50184131 0.60524273 0.42468139 0.44352445 0.41754752 0.27720743] [-0.07788299] [ 0.19535673 0.67539435 0.37333804 0.28844744 0.35823612 0.72803613 0.36563246 0.44000675 0.46476272 0.4671812 ] [ 0.92851399] [ 0.38489616 0.37055702 0.68513389 0.35962718 0.36457877 0.58031772 0.41656953 0.42415632 0.42319945 0.33034854] [-0.73572781] [ 0.26983113 0.41006248 0.4668304 0.56749076 0.41906478 0.55487409 0.42892224 0.54075667 0.40069435 0.23916932] [-0.32030183] [ 0.42555321 0.68701304 0.40806201 0.62523195 0.29123002 0.55923432 0.40417726 0.3573808 0.61780763 0.64938832] [-0.35291667] [ 0.57605451 0.4093456 0.67692791 0.38927885 0.58543606 0.5283848 0.41174888 0.47915016 0.46481788 0.3856922 ] [-0.09069839] [ 0.27604956 0.60825642 0.41588671 0.60320341 0.44328534 0.62833369 0.4615316 0.53701846 0.48822289 0.49150031] [ 0.41629027] [ 0.11992479 0.35685069 0.57910317 0.47914267 0.46641094 0.87464781 0.39468943 0.40659203 0.38335105 0.40240407] [-0.05198242] [ 0.3528475 0.58499087 0.44745987 0.62525316 0.51383725 0.62423314 0.32518592 0.44435668 0.4582855 0.49165607] [-0.27224347] [ 0.09554932 0.65343356 0.56150145 0.56683 0.24340623 0.76522115 0.34042537 0.54170738 0.49509336 0.36726169] [-0.27741769] [ 0.36870799 0.40905673 0.64547667 0.27219132 0.4411195 0.60166293 0.44550326 0.42340914 0.50708085 0.32977859] [ 0.0170837] [ 0.47651729 0.38648468 0.53590511 0.45483058 0.57643073 0.51718451 0.60978603 0.49809649 0.32290089 0.47440341] [-0.04737717] [ 0.19785494 0.59795788 0.51610092 0.47784322 0.47994977 0.63337955 0.37476286 0.59021263 0.48687874 0.49233369] [ 0.0197035] [ 0.41683773 0.54411477 0.43849583 0.66693296 0.46015574 0.56599124 0.42005824 0.50255532 0.49864257 0.55959127] [ 0.68462514] [ 0.42180811 0.52909322 0.4773753 0.56974844 0.32170593 0.45637892 0.52332862 0.6212749 0.59356331 0.31804173] [ 0.00375669] [ 0.30016711 0.76000048 0.3921752 0.62856613 0.3011572 0.70341671 0.43230004 0.40422273 0.62890368 0.65639215] [-0.16546454] [ 0.32471043 0.75129869 0.38053709 0.60392846 0.33591546 0.64461252 0.41463426 0.4723045 0.62021504 0.58093943] [-0.33882608] [ 0.35293868 0.59749112 0.42635745 0.56458815 0.42578029 0.48639231 0.37048659 0.35713351 0.42350811 0.51311221] [-0.53207504] [ 0.3744773 0.48664398 0.64308205 0.19203749 0.38491592 0.53491235 0.51690866 0.67640565 0.58799006 0.35326747] [ 0.08731088] [ 0.32574385 0.63087412 0.36607262 0.58106596 0.48659574 0.53517882 0.39830222 0.3014874 0.4376391 0.61465799] [ 0.37839617] [ 0.14121311 0.38718118 0.50251849 0.35464858 0.52725337 0.70860306 0.38896773 0.3312989 0.411613 0.38226153] [ 0.66048376] [ 0.41533078 0.45355581 0.55837505 0.34649927 0.43450107 0.56980555 0.39427598 0.55792858 0.54230232 0.34418361] [ 1.7791241] [ 0.55732647 0.42620052 0.60351831 0.30661255 0.4069401 0.35967043 0.4778642 0.49758796 0.40406154 0.40620542] [-0.48613517] [ 0.61829109 0.31529487 0.73306478 0.26260248 0.58573843 0.52252448 0.48654715 0.38364421 0.45270655 0.56812029] [ 1.47232901] [ 0.62466836 0.71772302 0.39427743 0.45341744 0.26484537 0.31154342 0.52017491 0.64121246 0.69133402 0.35992748] [ 0.17990596] [ 0.33696155 0.70218351 0.4124589 0.65134067 0.41024531 0.64195217 0.39906427 0.43355941 0.54986021 0.71503753] [ 0.67635253] [ 0.16561342 0.26659647 0.69037156 0.32601932 0.6368354 0.78363408 0.31143581 0.27478469 0.23843408 0.45777993] [ 0.02924941] [ 0.45064447 0.50661375 0.51452841 0.52778181 0.41252308 0.67987441 0.36095855 0.37172857 0.38442858 0.61926215] [ 0.01526103] [ 0.34934236 0.3394225 0.67361451 0.25787274 0.40480808 0.57594883 0.48850409 0.44404623 0.39464957 0.29471034] [-0.80518256] [ 0.16094176 0.47044043 0.52311872 0.58222411 0.3328368 0.65021013 0.38246325 0.71668861 0.44837601 0.27096188] [-0.09229201] [ 0.58555931 0.60936139 0.50388312 0.35197232 0.46714993 0.55254188 0.51220006 0.4685334 0.47746672 0.55298946] [ 0.22345927] [ 0.67612499 0.64578902 0.38524406 0.44335558 0.31935293 0.66558112 0.41965778 0.41171431 0.51268825 0.6471717 ] [ 0.45180647] [ 0.49312618 0.55143413 0.35305802 0.40266418 0.38628413 0.51032876 0.42609211 0.42446786 0.48156465 0.44652885] [ 0.08476261] [ 0.32827574 0.49795626 0.56519693 0.52608254 0.51574433 0.70875403 0.50234313 0.464957 0.3846168 0.58324441] [ 0.22037724] [ 0.11775664 0.57520374 0.54141343 0.31513549 0.39668903 0.81150392 0.38245219 0.4144592 0.44305849 0.4311257 ] [-0.23856017] [ 0.15870341 0.41437034 0.55543308 0.53735225 0.43142931 0.72020253 0.49509932 0.55079539 0.46210684 0.22885778] [-0.39372167] [ 0.37042461 0.65756761 0.43619345 0.5068664 0.38526176 0.53409615 0.39820857 0.39583091 0.57777297 0.63549615] [-0.10952396] [ 0.70868088 0.46821022 0.6655142 0.30790457 0.58790129 0.5295104 0.49847737 0.48792122 0.42815967 0.56870751] [ 0.69193603] [ 0.35162468 0.67064188 0.39088407 0.72056037 0.20866139 0.62344948 0.31420004 0.39374334 0.55965152 0.50268698] [ 0.16658581] [ 0.38554844 0.49868241 0.62418517 0.32389873 0.40694321 0.47796296 0.52865298 0.4633286 0.57791132 0.26877623] [ 0.84376959] [ 0.53092959 0.51860515 0.53478445 0.21950337 0.31946954 0.34410928 0.5975322 0.60594732 0.57084757 0.34684032] [ 1.01512127] [ 0.71144776 0.5247583 0.57600322 0.54252408 0.40901348 0.4477713 0.44650943 0.57101954 0.60869797 0.40310627] [ 0.13861581] [ 0.38131411 0.73000557 0.3623352 0.54620987 0.46405451 0.62060716 0.3218659 0.44358002 0.47902118 0.76854192] [-0.4025328] [ 0.62230829 0.65526654 0.55122216 0.51383113 0.40401829 0.52328696 0.43450369 0.6266984 0.66768546 0.50739562] [ 0.51370334] [ 0.11611843 0.37556513 0.69632637 0.47606368 0.43168826 0.81235309 0.3768343 0.41051185 0.31681417 0.46477858] [-0.4667552] [ 0.4534756 0.71032848 0.38773414 0.64911477 0.30264819 0.51792257 0.34131975 0.44908734 0.51796115 0.63888736] [ 0.28452556] [ 0.50299318 0.71917624 0.34754284 0.41189753 0.32344738 0.48468186 0.4091099 0.47921809 0.57027433 0.50163207] [ 0.17261285] [ 0.35106243 0.17591716 0.7484243 0.29878004 0.42726084 0.5532893 0.47328871 0.4493545 0.39861584 0.19728423] [-0.63863318] [ 0.85056593 0.67346905 0.57619483 0.35847123 0.44819506 0.53323485 0.63468366 0.44013929 0.58068068 0.6190688 ] [-0.23464739] [ 0.44139661 0.73393866 0.48735239 0.65416495 0.43065065 0.70320585 0.53413314 0.4518105 0.64497568 0.55972993] [-0.13365159] [ 0.3799235 0.75322815 0.4541148 0.55067764 0.34311434 0.71629821 0.46191589 0.5199207 0.59692289 0.58147956] [ 0.08032353] [ 0.58312159 0.67941183 0.48632396 0.32122975 0.43610488 0.57414954 0.53454779 0.47007311 0.5481818 0.49913664] [-0.05988021] [ 0.32449573 0.5831616 0.4870536 0.40585035 0.42416456 0.69263772 0.39363567 0.67888699 0.51248555 0.5182059 ] [-0.00768342] [ 0.52392487 0.63052051 0.42604999 0.42589118 0.37286708 0.44696521 0.53293387 0.51865427 0.49992536 0.47727417] [-0.05151586] [ 0.51798317 0.53118271 0.45910819 0.47836528 0.36845641 0.45045377 0.45254527 0.4519713 0.53342344 0.54940919] Progress: 89.7% ... Training loss: 0.291 ... Validation loss: 0.469[ 0.15206602] [ 0.2697348 0.63046825 0.32798495 0.6994065 0.3254124 0.61049787 0.42651423 0.59115145 0.51767049 0.48097875] [-0.20816203] [ 0.51852126 0.42489233 0.63652749 0.57221052 0.43431669 0.46284756 0.47813491 0.51905436 0.45573221 0.36202198] [-0.25879315] [ 0.35946008 0.55530905 0.61993872 0.26938295 0.48839171 0.74056383 0.38429432 0.56731185 0.605643 0.58449663] [ 0.90958064] [ 0.68332991 0.50618647 0.65752935 0.30900322 0.52144916 0.51477238 0.50790952 0.47997496 0.44822457 0.49257419] [ 0.78142011] [ 0.59348485 0.64586443 0.4227996 0.42733599 0.30523334 0.4180611 0.57303725 0.65737022 0.57599346 0.38334985] [ 0.15409857] [ 0.43780241 0.7473934 0.51443977 0.64040774 0.38749521 0.74166792 0.51410764 0.49163244 0.5754782 0.60863828] [ 0.1943111] [ 0.32888856 0.31268874 0.73480602 0.28152476 0.49930026 0.60585904 0.43229133 0.45100988 0.45180078 0.29991871] [-0.2822403] [ 0.60398609 0.54152196 0.45788634 0.56830162 0.4024256 0.42194157 0.42352917 0.32744137 0.61359984 0.40181917] [-0.11491474] [ 0.14827353 0.48752448 0.55913021 0.4320086 0.47454905 0.66597189 0.415 0.34338464 0.37478765 0.40809286] [-0.14691079] [ 0.32689867 0.67024665 0.3202384 0.69781428 0.28335507 0.69096628 0.41066235 0.46498761 0.53270826 0.53621092] [-0.53241775] [ 0.3402565 0.69986793 0.39863024 0.59710095 0.35581851 0.52767082 0.42027039 0.37139851 0.46819876 0.50661823] [ 1.20697112] [ 0.59551724 0.5185883 0.56998591 0.35124856 0.4211742 0.57336747 0.53912229 0.49851618 0.42328986 0.49132454] [ 0.14292604] [ 0.44936418 0.74190767 0.32034385 0.6375467 0.29439746 0.47566863 0.55273494 0.64046555 0.62396713 0.3912821 ] [ 0.30871449] [ 0.62978511 0.46121053 0.5850747 0.26309867 0.45259561 0.40740381 0.58674528 0.52352509 0.53003402 0.34151476] [-0.49226168] [ 0.46355581 0.51332264 0.60734372 0.53608129 0.5353118 0.67363945 0.46912791 0.47156348 0.48823498 0.48767669] [ 0.20160087] [ 0.63724881 0.55371575 0.51205689 0.44115079 0.3634226 0.47653902 0.5465009 0.60293391 0.51273211 0.4742103 ] [ 0.14798153] [ 0.23393668 0.60072249 0.51497168 0.46787498 0.41101634 0.809368 0.36268457 0.48891279 0.50611168 0.61497711] [-0.88915821] [ 0.41145853 0.47765064 0.6196496 0.40594024 0.43192308 0.60665312 0.47362512 0.50153231 0.35988211 0.41325727] [ 0.47297261] [ 0.24198061 0.19571863 0.67972235 0.31363502 0.47352024 0.54251412 0.49312218 0.39510844 0.3119381 0.3620127 ] [ 0.35490792] [ 0.675072 0.54408335 0.6075586 0.29567481 0.42085625 0.42343588 0.56365164 0.53954054 0.65494406 0.36711072] [-0.48963279] [ 0.512605 0.77282641 0.33766271 0.52228196 0.23812804 0.43858957 0.54935482 0.70581913 0.6547961 0.41408614] [-0.15607649] [ 0.51849647 0.65464105 0.51348608 0.51557347 0.29245118 0.34694694 0.45732813 0.55628393 0.60842796 0.49334645] [ 0.33725289] [ 0.07686546 0.49023294 0.54163011 0.45596187 0.54507532 0.83538544 0.41481726 0.42008318 0.49823646 0.50496215] [-0.28758955] [ 0.29461088 0.79980102 0.39663746 0.61659858 0.38266476 0.66333675 0.45548493 0.46288101 0.54415388 0.58739492] [-0.51861825] [ 0.54799716 0.62235794 0.46348323 0.58174012 0.32419821 0.58279976 0.45145053 0.30034217 0.5120992 0.57568926] [ 0.09807794] [ 0.30400216 0.61388127 0.42732037 0.7092093 0.36152336 0.73273553 0.39091947 0.53330136 0.43777633 0.65609786] [ 0.42613359] [ 0.71186138 0.49508374 0.5165096 0.39223393 0.40613882 0.29417805 0.47677224 0.44609141 0.59290747 0.34238791] [-0.17621798] [ 0.27434505 0.29911866 0.66841295 0.30030487 0.53451691 0.67546339 0.47959656 0.42313893 0.38824982 0.35484877] [-0.47084667] [ 0.73902937 0.41835966 0.56428221 0.4470637 0.38458699 0.45273662 0.5258211 0.54238155 0.52932998 0.31502846] [ 0.03075576] [ 0.30516728 0.6691978 0.38763395 0.63966923 0.331272 0.68876829 0.36294778 0.4457549 0.40432697 0.63897254] [ 1.68939684] [ 0.65155022 0.59276499 0.497522 0.44856248 0.31233924 0.47180754 0.53504221 0.57419497 0.50746163 0.41262741] [ 0.80211234] [ 0.49525686 0.61437693 0.45684808 0.48400676 0.26148869 0.3006894 0.52307395 0.6656888 0.54739597 0.41829485] [ 0.01617427] [ 0.43834896 0.67225985 0.42896968 0.66032921 0.33022235 0.75918056 0.40901183 0.40850316 0.57335163 0.67423288] [ 0.48012855] [ 0.07571533 0.55012791 0.40032562 0.62526796 0.44396415 0.85673031 0.32403391 0.53135187 0.39452833 0.49257356] [ 0.20459184] [ 0.13508842 0.25807081 0.67389721 0.42224767 0.51258087 0.80655009 0.32835287 0.40589427 0.37787194 0.32528409] [-0.36742642] [ 0.67599542 0.6536299 0.4890333 0.38500315 0.35133697 0.41838859 0.4450477 0.54420143 0.67283304 0.53964748] [-0.18350518] [ 0.20657208 0.63906952 0.49204017 0.56832408 0.48276719 0.61488068 0.37562195 0.5663171 0.53898964 0.47156054] [ 0.64231636] [ 0.13155929 0.65482189 0.31657126 0.71639803 0.50265588 0.83642398 0.34833129 0.55337241 0.36047666 0.60207595] [-0.35066305] [ 0.67881882 0.6012137 0.52538724 0.30840295 0.44213849 0.49209275 0.50928594 0.52595039 0.70708229 0.53944615] [ 0.19789796] [ 0.43805714 0.62949201 0.55566455 0.42409267 0.39917731 0.70998651 0.5043376 0.41792823 0.51522729 0.63327474] [-0.49568266] [ 0.4406487 0.6525178 0.51914969 0.62176237 0.37855887 0.65031066 0.4035533 0.52998404 0.52403339 0.52199883] [-0.13560384] [ 0.19751571 0.50437946 0.558924 0.5119834 0.40581605 0.72017744 0.38273321 0.3863081 0.47550986 0.38200302] [ 0.1733115] [ 0.18134118 0.70276182 0.37439752 0.64051305 0.45368167 0.77609812 0.34673839 0.49679295 0.50710439 0.55581335] [ 1.04399957] [ 0.20557666 0.64092968 0.34514421 0.50196101 0.3348143 0.48766144 0.45546425 0.61029264 0.62230115 0.20921502] [ 0.83317238] [ 0.76313642 0.58395258 0.5251871 0.3970814 0.27344992 0.34923777 0.54335085 0.54104586 0.64550945 0.40176663] [ 0.527562] [ 0.14979974 0.4706471 0.45589992 0.56116358 0.4349428 0.67734246 0.44632126 0.51175719 0.35730275 0.56868149] [-0.52453008] [ 0.28451791 0.31777479 0.67742324 0.26541009 0.49804306 0.59955306 0.40832342 0.40588362 0.40211357 0.33225036] [-0.12770878] [ 0.49301438 0.74939479 0.4792302 0.5758686 0.24739358 0.47257487 0.43424381 0.51584303 0.65512569 0.54709104] [-0.70329837] [ 0.41749807 0.73206268 0.29815416 0.6541382 0.29839232 0.48347546 0.44961283 0.40667588 0.50785165 0.56023857] [ 1.71186597] [ 0.77563809 0.46800126 0.61203878 0.20731981 0.30853867 0.19490008 0.58436843 0.63237092 0.53037463 0.33897713] [ 0.15081674] [ 0.46042284 0.63461705 0.46310305 0.47950796 0.33650129 0.53619636 0.366043 0.39708078 0.52580699 0.51376932] [ 0.05298964] [ 0.62630787 0.55999748 0.57753522 0.39987218 0.47979795 0.52608854 0.62066231 0.37481072 0.57478936 0.60706764] [-0.16684333] [ 0.52997408 0.5777382 0.48879843 0.61825972 0.35322303 0.61442917 0.36992494 0.31809588 0.4280217 0.69766582] [-0.03003433] [ 0.24089518 0.56455925 0.48714205 0.56681116 0.36978565 0.65494634 0.44816066 0.4540128 0.43360963 0.36591814] [ 0.47869268] [ 0.81251811 0.51410859 0.57862601 0.42875779 0.32351119 0.36769179 0.45086511 0.3892833 0.62748708 0.4907125 ] [ 0.47834592] [ 0.46060247 0.71926275 0.34939627 0.51596787 0.45813372 0.77543058 0.5233491 0.52530435 0.47844682 0.62505111] [ 0.04681398] [ 0.13842185 0.62958495 0.45437246 0.53456047 0.43367967 0.69249202 0.30516898 0.46717161 0.44521192 0.54147661] [-0.58634417] [ 0.14543123 0.34625572 0.63856321 0.41716682 0.37934915 0.64370662 0.46503514 0.48509305 0.48523065 0.24679053] [-0.212417] [ 0.45096714 0.722361 0.35067144 0.61846126 0.33148028 0.49503807 0.39044191 0.4937744 0.62460372 0.52862407] [-0.19018073] [ 0.60616282 0.58523015 0.47684163 0.37152461 0.4008558 0.47111802 0.4904703 0.53881845 0.60104412 0.50192372] [ 0.24999212] [ 0.42026497 0.28222604 0.66737109 0.37852915 0.56529188 0.70313197 0.39080367 0.56488256 0.49264636 0.39165534] [ 0.69409454] [ 0.60973656 0.70027095 0.53430556 0.40606746 0.32055756 0.44701834 0.51499776 0.74219868 0.66067077 0.41660295] [-0.20897781] [ 0.2223647 0.48057307 0.50064216 0.58069192 0.4310308 0.63043758 0.45210727 0.49077656 0.37338725 0.42058826] [ 0.28105083] [ 0.10293402 0.49425072 0.64507907 0.45931934 0.35948893 0.88191569 0.36125238 0.48597518 0.39334212 0.44420724] [ 0.16059938] [ 0.38172208 0.83724153 0.44920831 0.63922721 0.33932384 0.69516491 0.49114488 0.55634876 0.60556969 0.72037017] [-0.37410695] [ 0.50435986 0.74391581 0.41635781 0.59209182 0.375829 0.59494861 0.49684716 0.59435076 0.5719672 0.60524096] [-0.07135355] [ 0.30200602 0.6418057 0.45824028 0.60722316 0.37559066 0.75345282 0.44381277 0.51130408 0.47499685 0.5182596 ] [-0.51596074] [ 0.48502351 0.65097554 0.41122408 0.54903639 0.31001115 0.57961608 0.38647404 0.4808894 0.54560258 0.55696705] [ 0.64199775] [ 0.14285105 0.35339437 0.60575673 0.46994458 0.51509341 0.75532127 0.41999823 0.30256044 0.33266765 0.6349831 ] [ 0.36028309] [ 0.11809214 0.41714773 0.60886458 0.53232377 0.48172762 0.85916205 0.36963885 0.41637221 0.40109502 0.4815183 ] [-0.34133249] [ 0.56182926 0.68942292 0.44771312 0.41014355 0.40677332 0.63494901 0.43415287 0.40336716 0.53411685 0.69904966] [-0.39570284] [ 0.39905522 0.49182047 0.61159948 0.3587749 0.37454684 0.57118135 0.5188189 0.51605733 0.53696422 0.38626758] [ 0.02810604] [ 0.8368761 0.5401762 0.64624716 0.39159763 0.41234378 0.37488949 0.58737715 0.69402739 0.54929108 0.43361006] [-0.2510903] [ 0.21677305 0.51213656 0.63682674 0.42123589 0.40124292 0.6530588 0.46759507 0.45819913 0.47248494 0.49247987] [ 0.83844171] [ 0.52291127 0.6541692 0.43084926 0.71246024 0.27368941 0.52259074 0.45998519 0.43543525 0.60920122 0.53114912] [ 2.01160045] [ 0.76572615 0.62578369 0.50817916 0.45679661 0.22904844 0.22455906 0.53077174 0.6243869 0.61653786 0.40051759] [ 0.67276216] [ 0.66269807 0.65224307 0.50963627 0.45707998 0.42450106 0.55156921 0.5322014 0.42217948 0.65261997 0.54621923] [ 1.92841557] [ 0.64616923 0.59491928 0.4852277 0.39901792 0.36233967 0.28553762 0.53836717 0.55718357 0.64526961 0.28543977] [-0.00786134] [ 0.57508061 0.6536168 0.35170985 0.44429076 0.30382627 0.56987244 0.38206835 0.54363191 0.5327119 0.51089156] [ 0.20994378] [ 0.7180121 0.63345386 0.56211496 0.20664393 0.3741403 0.43639215 0.63689454 0.66028668 0.5890769 0.44461016] [-0.81551226] [ 0.48902063 0.65696719 0.47925498 0.58571691 0.26230061 0.5370875 0.43545583 0.42797307 0.550756 0.47873731] [ 0.23507514] [ 0.17124787 0.54715739 0.58633858 0.31445418 0.51175375 0.84991522 0.37512271 0.42352886 0.52319753 0.62272253] [ 0.16696308] [ 0.63851195 0.47872882 0.56350673 0.3239469 0.46615451 0.34645417 0.53795131 0.51231148 0.49811884 0.40139868] [ 0.15380705] [ 0.2635268 0.32889088 0.72475502 0.29929918 0.55265613 0.73674799 0.37750798 0.50925179 0.45163267 0.43344721] [-0.06793775] [ 0.4544644 0.55387412 0.48183529 0.64999296 0.43026669 0.51937318 0.49099108 0.53011972 0.54252426 0.55664213] [-0.1774692] [ 0.55964938 0.54577111 0.68055514 0.38682107 0.51019319 0.39714208 0.45055667 0.54752319 0.57463434 0.47384282] [-0.30316831] [ 0.44474459 0.57970598 0.57495363 0.33355925 0.55132337 0.44384672 0.55078181 0.53264728 0.61522947 0.32277831] [-0.26406162] [ 0.49726691 0.47887404 0.50765395 0.28630437 0.45369982 0.62429075 0.53188887 0.49324041 0.4078603 0.42023407] [ 0.01032908] [ 0.38831284 0.67799448 0.36597902 0.69245892 0.3477427 0.69925093 0.45538666 0.3431026 0.59589453 0.64654229] [ 0.40360602] [ 0.09557083 0.38547513 0.56330232 0.66374427 0.34718619 0.83204036 0.34762981 0.32682981 0.46269952 0.42242191] [ 0.26158945] [ 0.08903993 0.58244466 0.48443007 0.48430124 0.38531592 0.81612408 0.32734334 0.37315529 0.44163373 0.44485099] [ 0.38677368] [ 0.24568456 0.7069777 0.3842042 0.66971482 0.36824732 0.64838795 0.37376153 0.49283126 0.58888 0.48254354] [-0.51184061] [ 0.69658495 0.55844908 0.52070354 0.55571734 0.3475842 0.4621398 0.41864953 0.45005151 0.60221743 0.66732161] [ 0.40328287] [ 0.11672778 0.54440613 0.55512237 0.48011826 0.4527373 0.83503932 0.31945506 0.42609246 0.41051408 0.53568547] [ 1.18796146] [ 0.7076834 0.58448491 0.47813282 0.5158538 0.26766713 0.4015006 0.44214005 0.44703728 0.65404766 0.43409082] [-0.54961849] [ 0.38851553 0.80208615 0.30701111 0.62466612 0.31989745 0.52191703 0.38507862 0.43402269 0.55523484 0.61482691] [ 0.68910525] [ 0.7940968 0.78495157 0.50659069 0.44025003 0.37322582 0.48307118 0.56050233 0.50004533 0.64632252 0.68646293] [-0.05195734] [ 0.59184769 0.68944897 0.40443404 0.4326657 0.45268095 0.61310876 0.55190965 0.4396778 0.5643425 0.59539598] [ 0.0594128] [ 0.60709663 0.55295089 0.42547556 0.35728666 0.36042915 0.48916109 0.45880846 0.48034157 0.50014314 0.47359351] [ 0.88615592] [ 0.43709525 0.71037556 0.47686957 0.48502814 0.42757704 0.55102942 0.4979858 0.49370909 0.57387238 0.57196584] [-0.30859099] [ 0.64869058 0.53797413 0.59408386 0.351825 0.64144355 0.59250125 0.44766256 0.44212542 0.53665342 0.55775315] [-0.70969014] [ 0.4038578 0.2784268 0.72700189 0.24288891 0.4514194 0.49561969 0.5171773 0.52391196 0.44510063 0.22629088] [-0.22306311] [ 0.67399876 0.57139658 0.4638523 0.40099127 0.48933146 0.66286392 0.53952563 0.42420659 0.44409 0.57149429] [ 0.31403172] [ 0.11433083 0.65371206 0.40319083 0.59377127 0.34938495 0.82874794 0.33863453 0.45632889 0.52671155 0.54457852] [-0.54134787] [ 0.41374125 0.61003098 0.45264789 0.61412257 0.40106078 0.53197385 0.41398822 0.44687637 0.5333293 0.58928296] [ 0.03960052] [ 0.18616102 0.69684146 0.46970854 0.56970607 0.43472321 0.72975298 0.39730977 0.66880117 0.45245723 0.46906616] [-0.59610144] [ 0.56454705 0.71065421 0.47988795 0.52910455 0.37178284 0.54842536 0.48363143 0.4871237 0.60261213 0.54686993] [ 0.14385723] [ 0.19115694 0.34395695 0.65678807 0.35321891 0.52114589 0.78319659 0.36760295 0.39170064 0.43400032 0.3818736 ] [-0.30388628] [ 0.67708999 0.50021084 0.53673562 0.37714177 0.41696467 0.44307705 0.48064761 0.49323664 0.48838247 0.58855265] [ 0.2861357] [ 0.34013002 0.49369123 0.5156487 0.24837344 0.37900809 0.54990309 0.45115905 0.48173925 0.51898121 0.35507231] [ 1.10350444] [ 0.70032518 0.568082 0.54146576 0.48061375 0.29069455 0.40834011 0.41262675 0.41912735 0.6446317 0.47268918] [ 0.39716218] [ 0.28717728 0.63255102 0.4707636 0.68721576 0.45437443 0.69847807 0.36211009 0.44279715 0.48202594 0.55602654] [ 0.22375988] [ 0.15107902 0.52829013 0.58310388 0.41619483 0.44789021 0.76537999 0.37926107 0.37599186 0.43996016 0.49675384] [ 0.10580232] [ 0.29521187 0.66703297 0.50989195 0.71546414 0.49350211 0.71925562 0.40076318 0.51176644 0.52512818 0.66322768] [-0.07665377] [ 0.66415597 0.61918649 0.44964724 0.55452903 0.1956639 0.19932259 0.56849885 0.75187408 0.59827988 0.48185816] [-0.00826768] [ 0.35996232 0.47721162 0.53371226 0.27616695 0.37780295 0.58477379 0.43528776 0.6102709 0.48469664 0.30200514] [-0.22752235] [ 0.62621897 0.39151081 0.64467876 0.232968 0.49670837 0.49789307 0.49770975 0.4822341 0.45127127 0.48296109] [ 0.06352988] [ 0.08631903 0.38242107 0.56499168 0.51612455 0.37173684 0.83893017 0.36031101 0.40273548 0.47819571 0.35494686] [-0.89102876] [ 0.17069786 0.63267328 0.45328436 0.45195358 0.30839855 0.59737023 0.35944929 0.6262028 0.46232876 0.31007983] [ 0.02658841] [ 0.1805009 0.61953046 0.38779228 0.5974897 0.40884739 0.70847622 0.2857615 0.47376728 0.51825496 0.49330835] [-1.77583328] [ 0.5551048 0.67272312 0.45507294 0.46639995 0.26059521 0.34936036 0.5466633 0.63067301 0.63140863 0.38206508] [-0.4751329] [ 0.45034459 0.61236798 0.54400937 0.39999174 0.41792436 0.59122103 0.39226974 0.54041266 0.62574184 0.46567983] [-0.09942816] [ 0.26161118 0.60423 0.41054353 0.572601 0.42522019 0.78170502 0.33673203 0.58306111 0.41106492 0.54009376] [ 0.16393674] [ 0.45465567 0.64842091 0.56696901 0.57905738 0.39792082 0.66648753 0.51766541 0.48852429 0.53880683 0.46017566] [-0.04455366] [ 0.56012333 0.4532444 0.59580235 0.52438431 0.30825599 0.36517309 0.46095841 0.53502637 0.53936732 0.35182426] [-0.49382196] [ 0.37962944 0.59553904 0.43215202 0.52296485 0.3923666 0.53954243 0.35062547 0.48328987 0.40610216 0.60247714] [-0.29904532] [ 0.50139044 0.63246798 0.47263513 0.50393195 0.38403694 0.57156861 0.38566625 0.51414487 0.50591408 0.41475512] [-0.32619893] [ 0.63113708 0.64219203 0.42312167 0.33157247 0.35223755 0.57046906 0.5449114 0.56431797 0.47877945 0.44071543] Progress: 90.0% ... Training loss: 0.312 ... Validation loss: 0.473[ 1.0548609] [ 0.83472691 0.38753975 0.73313699 0.27369942 0.46767851 0.31040712 0.6701663 0.6033053 0.51902208 0.26286282] [-0.04062231] [ 0.38025529 0.52683782 0.41858698 0.59210045 0.39476183 0.44248225 0.46421235 0.53736118 0.47627045 0.37291974] [-0.44410177] [ 0.42436227 0.43391084 0.6042441 0.18976601 0.52541904 0.57674349 0.4909967 0.5792479 0.55202278 0.36669128] [-0.65210784] [ 0.35523256 0.6272918 0.57107447 0.59154221 0.46857776 0.65400436 0.41693348 0.4549537 0.54471642 0.46245369] [-0.35922922] [ 0.55690745 0.61789308 0.47510991 0.61324553 0.38560375 0.52155554 0.57573896 0.57041393 0.49789531 0.64746093] [ 0.22537188] [ 0.14581904 0.65690634 0.5287564 0.46578246 0.38901609 0.81078973 0.36170862 0.37868299 0.45199323 0.56466127] [ 0.02289234] [ 0.22224334 0.61360121 0.51279825 0.60372361 0.44164453 0.78553197 0.44077537 0.42600739 0.46537745 0.55289893] [-0.04653075] [ 0.21660231 0.55317574 0.42452626 0.63949796 0.37317383 0.69635501 0.42355513 0.3493815 0.52604563 0.53525019] [-0.07389111] [ 0.11914242 0.43199342 0.59970901 0.3942412 0.46875248 0.66998251 0.39671103 0.45979588 0.39676915 0.45351168] [ 1.18854389] [ 0.76566829 0.48322021 0.66227678 0.32621585 0.44225625 0.40710448 0.49421176 0.47914012 0.46462829 0.37263481] [-0.79679087] [ 0.62827475 0.31555024 0.73584195 0.25890601 0.58049302 0.51098948 0.49223617 0.39503494 0.45923581 0.55491325] [-0.16326505] [ 0.18259039 0.55830292 0.50546088 0.42549677 0.41011024 0.74470301 0.37104721 0.37569158 0.45635277 0.43155062] [-0.43228821] [ 0.35066938 0.33179404 0.7071005 0.27643482 0.46532449 0.57145935 0.46306769 0.48252583 0.51968225 0.33415214] [ 0.21836219] [ 0.59368198 0.47960439 0.5755122 0.40408352 0.31053277 0.43189876 0.481414 0.57879387 0.58553357 0.43213678] [-0.83439177] [ 0.75351453 0.39145076 0.61559463 0.26030538 0.53006902 0.47297047 0.46495043 0.48045591 0.39204063 0.59023237] [-0.3275579] [ 0.4915079 0.58470308 0.47856546 0.58574563 0.48324843 0.68377349 0.44958057 0.58699832 0.52595391 0.4571918 ] [-0.62464556] [ 0.72541818 0.59373757 0.56306349 0.38168841 0.39703419 0.37899617 0.51011457 0.50767444 0.68206477 0.60748428] [-0.19749091] [ 0.40151398 0.48602463 0.42537718 0.47821529 0.34212802 0.51258003 0.36259409 0.49231061 0.44255266 0.37316544] [-0.30187683] [ 0.41219162 0.69044278 0.48549424 0.39470769 0.34849885 0.55475773 0.42911603 0.64056893 0.61031244 0.5150027 ] [-0.47567234] [ 0.51918295 0.50495635 0.64852897 0.31132652 0.50050524 0.4811535 0.44435004 0.59391886 0.46654142 0.43464548] [-0.04119708] [ 0.45127274 0.66365745 0.39303099 0.42698287 0.30401741 0.53827339 0.44425067 0.47270547 0.51865679 0.4217489 ] [ 0.395737] [ 0.5956049 0.58014192 0.5365638 0.42328879 0.32814106 0.50378957 0.55879701 0.54331591 0.63290161 0.50170954] [-0.23523764] [ 0.28896108 0.51543911 0.60088329 0.27313432 0.44454121 0.57111822 0.44133985 0.5986215 0.51910185 0.42397634] [ 0.47306386] [ 0.50341288 0.27268408 0.61225133 0.31514689 0.53857191 0.62128707 0.4173217 0.46388434 0.47317085 0.34153069] [-0.29418562] [ 0.41487804 0.61518839 0.39988744 0.42888867 0.31032873 0.55336042 0.45968764 0.59808815 0.47530469 0.35025601] [-0.27789982] [ 0.49847383 0.67917575 0.51427349 0.67340341 0.40968977 0.74586357 0.45903675 0.42053934 0.52189002 0.63719344] [-0.32580416] [ 0.5424823 0.59028044 0.49697985 0.56494641 0.47551728 0.54202826 0.38656247 0.56477542 0.60371337 0.42520668] [ 0.09833316] [ 0.33980779 0.67968743 0.36556502 0.62088982 0.32243101 0.61119538 0.38429213 0.54257903 0.57165564 0.62797829] [ 0.33342206] [ 0.50244021 0.52212621 0.442344 0.54548754 0.36779332 0.43031462 0.38808279 0.43686066 0.49021864 0.50320025] [ 0.33351832] [ 0.61063936 0.30696222 0.57853298 0.31783582 0.42426908 0.29998064 0.55670049 0.49230989 0.50803306 0.27298222] [-2.1210222] [ 0.77968145 0.63939793 0.47658761 0.45849711 0.23657555 0.25036741 0.54308798 0.50625439 0.67908185 0.31557999] [-0.17777002] [ 0.73517574 0.42887667 0.59055433 0.26319399 0.52013506 0.29420577 0.49065072 0.407935 0.485989 0.52161478] [-0.0007935] [ 0.21518071 0.39963031 0.55979555 0.41194494 0.59655956 0.73356678 0.36757355 0.4255997 0.32841332 0.47298208] [-0.55051081] [ 0.24232053 0.38244128 0.60549103 0.24899527 0.51335776 0.53810206 0.50506788 0.38611227 0.5036152 0.31447834] [-0.12851965] [ 0.15411361 0.65562807 0.56155442 0.32817975 0.42665178 0.69110591 0.51244166 0.44896343 0.52523716 0.50512089] [ 0.10298885] [ 0.37758829 0.64833907 0.45059409 0.65359459 0.56893009 0.776867 0.42951711 0.46195698 0.46456896 0.60124854] [-0.01198392] [ 0.13703535 0.27758971 0.74645924 0.33525247 0.51197694 0.80062634 0.37032092 0.28532953 0.30221809 0.28897988] [ 0.98482319] [ 0.51183336 0.38563077 0.64285451 0.30149024 0.52701728 0.62961948 0.42564334 0.60216611 0.55622313 0.45656052] [ 0.01136208] [ 0.45526246 0.66676277 0.53235887 0.57845005 0.38586041 0.58084509 0.58125554 0.55557202 0.58310917 0.56946281] [-1.0524156] [ 0.66242091 0.70268068 0.59729482 0.41771786 0.34747253 0.38033253 0.5179447 0.68548808 0.62067519 0.39837213] [ 0.18936399] [ 0.76618783 0.43297091 0.61472663 0.3204293 0.4685287 0.48017697 0.60630462 0.53181817 0.45588769 0.44512739] [-0.66305892] [ 0.45740499 0.74937326 0.4605006 0.46524044 0.4715538 0.6362223 0.45219179 0.50172608 0.5655231 0.6094838 ] [-0.56851479] [ 0.73282924 0.5931543 0.50609465 0.49641172 0.37271321 0.56592549 0.40283845 0.42042299 0.58465922 0.61222071] [-0.66000758] [ 0.34171152 0.50783555 0.63629303 0.24256972 0.28420451 0.38626593 0.47975451 0.60067608 0.58077868 0.19174061] [-0.50829372] [ 0.81603824 0.63356952 0.48682119 0.38157024 0.30857983 0.35512811 0.5128728 0.44617345 0.58897244 0.5511787 ] [-0.14466371] [ 0.43409651 0.67748406 0.38949467 0.68080052 0.37644251 0.55414389 0.38097969 0.30919693 0.43987678 0.71727774] [-0.89225926] [ 0.37914997 0.56693764 0.42744344 0.52052885 0.31810576 0.4704194 0.60487737 0.69527912 0.58288079 0.27874464] [ 0.24489992] [ 0.1225453 0.36778092 0.65354787 0.46310444 0.50731555 0.82332139 0.42446291 0.27558632 0.40578002 0.41394168] [-0.3862022] [ 0.17193844 0.29772314 0.72625589 0.27926106 0.44280399 0.72627748 0.47557926 0.46933523 0.37577758 0.29137387] [-0.39108635] [ 0.74080823 0.59934297 0.53413432 0.244037 0.29446404 0.43603393 0.52313392 0.53415774 0.50232421 0.46017607] [-0.46682088] [ 0.20677181 0.40910494 0.69359549 0.28572254 0.38532941 0.70239532 0.4870294 0.5030829 0.47910971 0.31498179] [-0.05080716] [ 0.3990966 0.3548677 0.69602832 0.30414917 0.59307536 0.63081083 0.3879181 0.42972642 0.46245772 0.4508154 ] [-0.56293569] [ 0.41772172 0.46768482 0.57390737 0.36345046 0.46200379 0.67257085 0.50988728 0.46751932 0.42080547 0.4703165 ] [-0.96994984] [ 0.27284894 0.48358522 0.5467273 0.2656401 0.34183555 0.59075334 0.48221459 0.54878378 0.50923289 0.32566233] [-0.5110382] [ 0.73843136 0.48044461 0.49115857 0.47390915 0.3393457 0.44928679 0.4457472 0.46229892 0.63406935 0.48145605] [ 0.37288039] [ 0.37848899 0.68705783 0.35436878 0.66837392 0.24317748 0.50615551 0.48915659 0.55064757 0.5841902 0.5235047 ] [ 0.42983978] [ 0.70749801 0.47496852 0.54084805 0.32457523 0.39556977 0.25266222 0.4805511 0.47791519 0.57712632 0.33647157] [ 0.32098287] [ 0.15734994 0.68696304 0.45165787 0.49763599 0.51958441 0.82373263 0.30829139 0.46418155 0.51259914 0.63570281] [ 0.13657319] [ 0.29740676 0.71017513 0.3839268 0.56346937 0.47432789 0.73082961 0.48963242 0.38086684 0.57824693 0.75834836] [ 0.29023393] [ 0.5406767 0.65814013 0.47117409 0.50178554 0.31824765 0.53680673 0.5326248 0.42633778 0.56868674 0.61191529] [-0.53318722] [ 0.4019621 0.67384474 0.3506274 0.5899391 0.35989518 0.65867513 0.29396753 0.55138877 0.50469425 0.60446565] [ 0.23393631] [ 0.73989366 0.54338736 0.55433626 0.27297869 0.35410483 0.25842568 0.52754087 0.62575639 0.57193255 0.47053266] [-0.41246885] [ 0.81196495 0.49403055 0.57239014 0.33948356 0.29922074 0.29785445 0.60290797 0.48581941 0.62321192 0.3820945 ] [-0.20597103] [ 0.48404427 0.41156719 0.50220496 0.35762795 0.33525064 0.40802116 0.5013349 0.66759936 0.46282499 0.22757127] [ 0.45031055] [ 0.05745822 0.67557521 0.47425228 0.67823327 0.31679232 0.82675457 0.29249274 0.36253813 0.42759758 0.4918168 ] [-0.76736967] [ 0.29993709 0.51489559 0.47399326 0.42224052 0.39809923 0.56326347 0.47040237 0.65673261 0.61353613 0.32136399] [-0.19674922] [ 0.44855366 0.67358143 0.48502324 0.53084859 0.43875176 0.68603705 0.44923951 0.43515791 0.42772444 0.70674212] [-0.16263572] [ 0.18293248 0.62263383 0.54785867 0.39970804 0.39334065 0.72465237 0.47379322 0.50661522 0.52092431 0.5114854 ] [-0.05388045] [ 0.17770185 0.50269839 0.48157686 0.5170408 0.42137005 0.79383128 0.41994117 0.59173984 0.48246643 0.443475 ] [-0.22437129] [ 0.26468466 0.46766212 0.65218722 0.42392897 0.43087371 0.61207319 0.44395008 0.51271784 0.44421331 0.34194888] [ 0.60961715] [ 0.61678722 0.63486371 0.58584593 0.45980052 0.47379241 0.49584428 0.43993754 0.54225508 0.51328875 0.56537873] [-0.55051081] [ 0.24232053 0.38244128 0.60549103 0.24899527 0.51335776 0.53810206 0.50506788 0.38611227 0.5036152 0.31447834] [-0.36126999] [ 0.55056482 0.35225886 0.66919225 0.29533022 0.52405823 0.51161068 0.45793337 0.47258121 0.46025117 0.38067896] [-0.4185607] [ 0.56192837 0.30536451 0.58379088 0.25810306 0.51971792 0.67440193 0.47830618 0.47975343 0.29897924 0.37660233] [-0.30999513] [ 0.29767469 0.44266378 0.54662782 0.34602187 0.47970165 0.64154181 0.34458707 0.48061201 0.42689484 0.35421551] [-0.24533329] [ 0.47700028 0.63864213 0.38013336 0.67403905 0.27719209 0.46001887 0.3736711 0.46833827 0.55712364 0.57806761] [ 0.00527289] [ 0.64428638 0.47899432 0.56634218 0.32082198 0.46240825 0.33820898 0.54232374 0.52183698 0.50328685 0.3922896 ] [-0.1610563] [ 0.10226589 0.61943514 0.41615853 0.58263631 0.31265376 0.72862083 0.38670269 0.46502515 0.56077075 0.40160463] [ 1.77936801] [ 0.70238417 0.50963133 0.68144442 0.32588676 0.4664005 0.4746098 0.52039616 0.48026712 0.60123901 0.448074 ] [ 1.30550304] [ 0.72960979 0.68243857 0.50742037 0.38240067 0.26801942 0.35236385 0.62222258 0.74544194 0.61751017 0.34946899] [ 1.35075438] [ 0.60071284 0.76628752 0.5391303 0.4388132 0.34227851 0.50132194 0.49446102 0.56105377 0.73450954 0.52131308] [-0.78269753] [ 0.30483946 0.38174731 0.60549753 0.23601894 0.44163766 0.48880199 0.45966304 0.53638125 0.43771365 0.23496856] [-0.38948603] [ 0.32429475 0.41047609 0.55351599 0.2617043 0.39656871 0.63432969 0.40607516 0.50674934 0.34731011 0.31772514] [-0.19471166] [ 0.25162549 0.75840905 0.3923795 0.61079254 0.32476492 0.709732 0.42001926 0.57905575 0.50767941 0.63987025] [-0.14883952] [ 0.80167031 0.55119715 0.62686622 0.38032944 0.46751414 0.44098574 0.5828989 0.58177786 0.58002115 0.49364959] [-0.63033206] [ 0.75978252 0.52060814 0.51260545 0.52833186 0.33898522 0.44207261 0.44408976 0.41219136 0.57214631 0.61150408] [-0.60733366] [ 0.764663 0.78433457 0.54533982 0.29732023 0.29143015 0.37464831 0.62226706 0.65633519 0.72766544 0.47677816] [-0.28981442] [ 0.35954022 0.70777557 0.51692179 0.55775751 0.31098523 0.57810847 0.46125038 0.58663348 0.60048692 0.44569979] [-0.28875439] [ 0.36571901 0.69997719 0.38129038 0.53847085 0.26351328 0.54059896 0.41505398 0.5543627 0.55433027 0.5148269 ] [-0.90298647] [ 0.22211229 0.52766882 0.49516876 0.48096626 0.31268666 0.56201849 0.48019297 0.78292646 0.5430957 0.24126598] [-0.31876278] [ 0.23798691 0.41256815 0.56781035 0.44409979 0.4603756 0.61195755 0.45806038 0.51250803 0.55166938 0.31895394] [-0.03302756] [ 0.15921854 0.33873716 0.65737894 0.28836755 0.44251872 0.80439915 0.36458861 0.34131448 0.31725961 0.34708017] [-0.40230514] [ 0.31245774 0.76710986 0.34256628 0.62824484 0.46123706 0.66812462 0.35657692 0.54423635 0.5717942 0.58152873] [-0.33061714] [ 0.4139499 0.65414352 0.3952135 0.42970132 0.33027843 0.41358256 0.40195165 0.58304081 0.58276645 0.4134212 ] [-0.16652262] [ 0.57375149 0.32553646 0.68133198 0.31393899 0.34893539 0.31957242 0.5852601 0.72415373 0.40886564 0.16143701] [ 0.67926115] [ 0.71051492 0.52995331 0.61060646 0.27081194 0.34342743 0.33772669 0.65613186 0.71285527 0.55159411 0.29760918] [-0.34560303] [ 0.34023347 0.5903867 0.5185001 0.47618875 0.45557622 0.50716268 0.51233346 0.53830097 0.53077376 0.48252113] [-1.45536851] [ 0.43388994 0.38876169 0.7198512 0.26351719 0.38644759 0.45008161 0.50941994 0.53871212 0.44688539 0.26206275] [ 0.06761518] [ 0.33467883 0.73117627 0.33931852 0.70286648 0.3165916 0.68727847 0.3093271 0.43712482 0.53706825 0.67471884] [-0.30058293] [ 0.45776986 0.68770162 0.4167022 0.47614346 0.47144923 0.58710622 0.42031849 0.33419271 0.43918075 0.68943333] [ 0.27062255] [ 0.48984189 0.64724159 0.4777925 0.61473533 0.29228291 0.65192897 0.352314 0.29777585 0.48202552 0.6227066 ] [ 1.4747616] [ 0.6815574 0.57038467 0.53523225 0.38192664 0.29182505 0.33153223 0.46824089 0.49038354 0.50308821 0.43949623] [ 0.30651337] [ 0.42873231 0.81796087 0.37644224 0.61349466 0.21118922 0.45748816 0.44081837 0.64292503 0.58330477 0.62351483] [ 0.23729805] [ 0.18891019 0.65295083 0.34239194 0.65457396 0.46894487 0.75517823 0.36917582 0.49310981 0.44471172 0.59901245] [-0.01117541] [ 0.27728679 0.6005645 0.30890753 0.36704243 0.37903704 0.7194756 0.36431598 0.51621767 0.45267172 0.41905427] [-0.43972618] [ 0.50860757 0.49389709 0.59335615 0.35058217 0.48918982 0.54244258 0.50233297 0.51112382 0.50998555 0.40327248] [-0.2024887] [ 0.36972916 0.49352423 0.59376895 0.45919779 0.39450169 0.61516534 0.50135745 0.46512567 0.48731904 0.46386688] [-0.50892772] [ 0.22107244 0.65508616 0.48900223 0.4076024 0.41594062 0.56774597 0.40876233 0.45865769 0.53435153 0.51762537] [ 0.35001861] [ 0.64913062 0.534451 0.58107685 0.28211124 0.40109676 0.43418441 0.61555993 0.58300549 0.54597792 0.35416564] [ 0.63826432] [ 0.66803839 0.60967616 0.55110656 0.31546637 0.39044708 0.40415472 0.52012426 0.3971456 0.64584301 0.50293137] [-0.22064861] [ 0.15701214 0.64632954 0.39870317 0.61842991 0.29025889 0.60535541 0.47363571 0.62851581 0.65071305 0.41303146] [-0.14772599] [ 0.50005781 0.55812644 0.52027765 0.38197365 0.30836904 0.40129228 0.49083699 0.59618423 0.49731797 0.44091748] [ 1.23867475] [ 0.45061183 0.56956812 0.38721739 0.6273264 0.3181984 0.47445726 0.41790393 0.50636377 0.48988904 0.42236785] [-0.6755604] [ 0.41931345 0.7529016 0.33978925 0.67031561 0.27161141 0.53264759 0.42063318 0.38159375 0.56411499 0.58951941] [ 0.4406814] [ 0.77446117 0.52227533 0.60362593 0.28942697 0.45525089 0.37267808 0.65498898 0.52101056 0.57532941 0.34845429] [-0.47003814] [ 0.56980512 0.66645964 0.50240406 0.36313901 0.35542469 0.51196936 0.54337042 0.58300876 0.46752814 0.54834698] [-0.37170389] [ 0.31113307 0.66565484 0.44201978 0.65307065 0.40219356 0.6685852 0.37260656 0.4817831 0.51449369 0.48655803] [-0.25438557] [ 0.6307454 0.59586537 0.51269347 0.4028583 0.36768569 0.31317793 0.51503965 0.49135734 0.58287568 0.43648966] [-0.2475581] [ 0.74953107 0.60748961 0.47553767 0.32153611 0.35491752 0.28780109 0.5004699 0.50356388 0.63359219 0.41714482] [ 0.591083] [ 0.42917131 0.51133626 0.49596795 0.42133751 0.44111115 0.45465529 0.61217669 0.58317233 0.5390381 0.24835029] [ 1.63739713] [ 0.71540437 0.41425531 0.60486212 0.31821505 0.37411819 0.31132889 0.50817624 0.49226185 0.43564545 0.40550927] [-1.55917002] [ 0.56369031 0.53558489 0.52928799 0.50149573 0.2926376 0.37356678 0.40453192 0.52957185 0.47800328 0.35412017] [-1.40607876] [ 0.49930846 0.57184632 0.49564554 0.42030317 0.20885749 0.28466573 0.4208572 0.67774494 0.61892876 0.23967274] [-0.82220089] [ 0.72060068 0.69071685 0.4896859 0.29814749 0.42848586 0.47186254 0.59403821 0.5203396 0.61302623 0.54827907] [-1.1113885] [ 0.36783522 0.47097317 0.58252168 0.46604472 0.36191339 0.58688462 0.48314532 0.56119883 0.38861627 0.32119688] [-0.12015832] [ 0.1273104 0.64228325 0.49943268 0.57483171 0.33552829 0.69497973 0.3233638 0.43156044 0.46193658 0.48773531] [-0.23194979] [ 0.2135119 0.58781475 0.59876533 0.31417107 0.50372613 0.64381967 0.44169427 0.43435787 0.48564068 0.46492812] [ 0.5368645] [ 0.36735577 0.36788129 0.70556236 0.26725092 0.48310931 0.57691405 0.37621143 0.48397223 0.53490501 0.35699181] Progress: 90.3% ... Training loss: 0.293 ... Validation loss: 0.478[ 0.59777767] [ 0.68939667 0.59450132 0.58450331 0.27318961 0.44314742 0.46632253 0.55310999 0.54344336 0.61653664 0.41113214] [ 0.61878165] [ 0.20891118 0.68586483 0.42694747 0.65490337 0.28964062 0.76424299 0.37295574 0.52946907 0.46808046 0.51564082] [-0.16121606] [ 0.44606671 0.53615477 0.57203288 0.66754245 0.45019324 0.52877749 0.40789955 0.49665952 0.57719888 0.43639144] [-0.01046877] [ 0.31582465 0.55100331 0.49377374 0.2642961 0.27739051 0.4778238 0.46964403 0.71823982 0.56341208 0.24762297] [-0.12474369] [ 0.34958883 0.53635341 0.5224627 0.323199 0.40345744 0.61840327 0.41029113 0.56926907 0.5660848 0.43531312] [ 0.11928177] [ 0.53366121 0.67488056 0.41376215 0.56325085 0.31510783 0.55050595 0.49680816 0.60521227 0.60406548 0.4960682 ] [-0.07595015] [ 0.21855166 0.52368092 0.58848162 0.30933809 0.38334853 0.75562069 0.39747052 0.47792173 0.42563028 0.43590981] [-0.11599839] [ 0.30604195 0.70316386 0.36739503 0.6249777 0.42186177 0.6656468 0.36630253 0.55147134 0.45592774 0.63887671] [ 0.03757648] [ 0.33267499 0.49470157 0.59846688 0.31944809 0.39636121 0.54264513 0.47011012 0.49130603 0.4967353 0.38950194] [-0.15568997] [ 0.27868216 0.58153817 0.52525216 0.44070112 0.42696833 0.67603042 0.36372593 0.4781675 0.50549191 0.57824245] [ 0.4437939] [ 0.24868638 0.55384678 0.48298464 0.52163238 0.4339229 0.81326308 0.40011411 0.57836243 0.43006497 0.47601043] [ 0.06506201] [ 0.7664129 0.69674525 0.4692887 0.5223941 0.29458824 0.37363395 0.4149695 0.36961799 0.66734144 0.51237891] [-0.51484772] [ 0.54484082 0.45828255 0.67639557 0.12990197 0.45021744 0.55703289 0.51124771 0.64873399 0.55276826 0.39274587] [-0.07214406] [ 0.46149439 0.601556 0.56817009 0.45477434 0.40335584 0.4862494 0.50919788 0.55348676 0.59009691 0.39715184] [-0.08223419] [ 0.38010308 0.69926493 0.41663283 0.55797134 0.3937663 0.61310431 0.39951003 0.39167394 0.58201638 0.74236458] [ 0.44068389] [ 0.53958693 0.54464594 0.6076084 0.42765361 0.47332296 0.66618678 0.58301918 0.53097761 0.49480635 0.58806955] [ 1.07940023] [ 0.38818928 0.36678912 0.69210535 0.30623507 0.46720893 0.52766546 0.43797776 0.45464095 0.52892682 0.33848794] [ 0.0860972] [ 0.10220479 0.50038787 0.60154758 0.60901647 0.33518289 0.81408335 0.36097898 0.39395132 0.48356276 0.35674345] [ 1.62307462] [ 0.73526372 0.43589361 0.60414322 0.31444527 0.2973537 0.36173249 0.57723626 0.76508293 0.47697116 0.23968034] [ 0.4535992] [ 0.48321795 0.66208963 0.43380563 0.63302324 0.45028162 0.56705999 0.55046071 0.61688422 0.52851229 0.48897479] [ 0.70768192] [ 0.12569259 0.70636151 0.39582322 0.65312309 0.55565066 0.80255269 0.35058948 0.46078962 0.37102682 0.61294671] [-0.39311711] [ 0.36432459 0.16622056 0.81627419 0.11153127 0.44509345 0.57128754 0.49941905 0.56802951 0.3632113 0.15103071] [ 0.02922826] [ 0.44154664 0.64839408 0.55786905 0.50948514 0.4910131 0.77810478 0.36709953 0.46856768 0.4513293 0.65225056] [-0.04625181] [ 0.16273701 0.59952822 0.4709435 0.53538705 0.38323036 0.61923114 0.35873298 0.47406463 0.49528122 0.49071772] [ 0.0043832] [ 0.57787485 0.67391734 0.51305614 0.61289131 0.46004249 0.42934119 0.49200709 0.52026996 0.69973944 0.41081444] [ 0.23773353] [ 0.25212544 0.68824639 0.30866912 0.74953393 0.39891755 0.71139383 0.41163944 0.4631696 0.34981101 0.55019236] [ 0.34088058] [ 0.31867813 0.31230446 0.73246317 0.28429586 0.50460166 0.62195412 0.427055 0.43916716 0.44591838 0.30598966] [ 0.09622871] [ 0.30846534 0.46289711 0.73234609 0.30968716 0.57259722 0.62486342 0.44551656 0.51398724 0.51398546 0.45139432] [-0.14175174] [ 0.60964043 0.62294055 0.51900466 0.38491747 0.30139387 0.44896419 0.46797473 0.56087402 0.62648139 0.49640136] [-0.29467636] [ 0.23080588 0.25229672 0.68775326 0.26483837 0.51747807 0.55054465 0.47174459 0.33851563 0.45435288 0.17239831] [ 1.74060807] [ 0.74398868 0.55968539 0.52787307 0.37063888 0.22863039 0.25559207 0.56585843 0.66520761 0.62709268 0.27429145] [-0.09656933] [ 0.26949058 0.52179423 0.59876937 0.24089415 0.47878749 0.65785472 0.38031667 0.58596882 0.48046493 0.44949434] [ 0.86221309] [ 0.55521215 0.72562441 0.56400988 0.44655949 0.43520988 0.59927873 0.56188272 0.52648659 0.57293692 0.53931078] [-0.23637573] [ 0.74007783 0.42005286 0.69026005 0.23031338 0.61659603 0.44528262 0.5353839 0.45009886 0.4852938 0.44443076] [-0.89897645] [ 0.78482479 0.49388461 0.58476137 0.2466234 0.29642713 0.21487491 0.52020192 0.58903173 0.59057328 0.28377722] [-0.0868577] [ 0.42401988 0.43110898 0.54942058 0.48106606 0.54987295 0.59489013 0.47989109 0.43391328 0.45333774 0.37517783] [ 0.75802725] [ 0.27634786 0.596409 0.39403924 0.67688793 0.40402074 0.72834159 0.32066746 0.37466282 0.36895287 0.58249109] [-0.37133015] [ 0.5704041 0.62894684 0.47584553 0.40276104 0.40473482 0.48839694 0.43835289 0.52304627 0.50545223 0.62251723] [-0.16778989] [ 0.70423535 0.51985827 0.60972915 0.4393129 0.3916401 0.38284664 0.56553729 0.64316932 0.61077668 0.35004806] [ 0.14171356] [ 0.64419877 0.58859232 0.51174296 0.49507974 0.32690928 0.45601601 0.42166218 0.40881816 0.50711545 0.57779327] [ 0.03143451] [ 0.14598797 0.49799829 0.51470404 0.43978136 0.48788701 0.753907 0.3795185 0.42308987 0.41733817 0.40741292] [-0.21731343] [ 0.16888093 0.48494236 0.56092455 0.26403982 0.4282859 0.68281866 0.3691051 0.34959479 0.39562109 0.30965763] [ 0.3763302] [ 0.28888138 0.44701624 0.5177889 0.49253985 0.50165924 0.7169778 0.41483753 0.53030631 0.41677584 0.52077855] [-0.82640483] [ 0.82771895 0.70467355 0.46954506 0.36149287 0.27858849 0.45426587 0.5692608 0.4216827 0.6141467 0.64753011] [ 0.68605179] [ 0.10254532 0.63677844 0.41172002 0.45661235 0.51304966 0.84367381 0.31003254 0.40382655 0.44156527 0.60125189] [ 0.48207684] [ 0.18422678 0.67632595 0.45152868 0.51900473 0.4712777 0.77901901 0.36060453 0.40188293 0.44977685 0.65334415] [ 0.00283316] [ 0.28022227 0.62705916 0.43946137 0.42451605 0.37883783 0.78400458 0.32152424 0.46420489 0.4140437 0.53141498] [-0.25689563] [ 0.57401284 0.69475438 0.44453448 0.47478522 0.40870612 0.47305503 0.49800323 0.47207204 0.71749291 0.70637678] [-0.12135399] [ 0.25368658 0.70752415 0.3520944 0.64717122 0.36120028 0.73801481 0.38538797 0.59532029 0.50111901 0.57399726] [ 0.65182028] [ 0.71624042 0.50149389 0.60849149 0.26917605 0.37710642 0.39531279 0.63264177 0.66311255 0.53909748 0.30564952] [-0.04625181] [ 0.16273701 0.59952822 0.4709435 0.53538705 0.38323036 0.61923114 0.35873298 0.47406463 0.49528122 0.49071772] [ 0.3441958] [ 0.4537863 0.59095308 0.49001632 0.62123673 0.29116945 0.73807574 0.38576605 0.44118287 0.4666694 0.60094394] [ 0.23574725] [ 0.62630367 0.53570782 0.61962616 0.50347652 0.45369456 0.43527662 0.50839592 0.53479773 0.56748333 0.39626805] [ 0.11197899] [ 0.35229182 0.72181535 0.42129998 0.54080663 0.24029592 0.57895382 0.37730091 0.4482505 0.54521138 0.5107233 ] [ 0.09660422] [ 0.13807258 0.31332016 0.70050313 0.32018843 0.45904441 0.84508933 0.38567691 0.35686798 0.40498015 0.38288313] [-0.15311027] [ 0.52258436 0.53124012 0.4605146 0.47667082 0.36643257 0.44643476 0.45494203 0.45706614 0.53621328 0.54446553] [-0.50043891] [ 0.55476561 0.3957948 0.64853132 0.34058409 0.46650541 0.60190389 0.53742801 0.58043923 0.48195099 0.46483016] [-0.30176181] [ 0.56275063 0.58869775 0.49031508 0.43068181 0.40244575 0.50565568 0.35650807 0.50362755 0.5729209 0.4795446 ] [-1.31955756] [ 0.45760915 0.72519538 0.55173682 0.45918101 0.32302808 0.51460853 0.49535763 0.56574219 0.57148405 0.40500638] [ 0.36773676] [ 0.63198882 0.73751958 0.44097976 0.49647837 0.32280947 0.42790117 0.59510385 0.55952475 0.74335426 0.46676678] [-0.61837023] [ 0.38274869 0.66686034 0.40175048 0.60741799 0.43196464 0.64674534 0.48382321 0.60417698 0.60115532 0.44655298] [-0.33790679] [ 0.30813016 0.59739765 0.50853016 0.51154223 0.45762539 0.57732474 0.49861704 0.49994244 0.57238004 0.4592512 ] [ 0.71340843] [ 0.09228669 0.57473771 0.5343702 0.63758737 0.33290539 0.81797321 0.27709922 0.35635904 0.40124836 0.47743008] [ 0.19410574] [ 0.28139805 0.63793006 0.41721696 0.62242518 0.54510155 0.73960447 0.36937409 0.5024208 0.48313682 0.63597384] [ 0.39956578] [ 0.31831394 0.55951546 0.46399612 0.44382662 0.29438204 0.51258499 0.47079861 0.53742757 0.45313401 0.26346585] [ 0.61128059] [ 0.57306796 0.48990786 0.66060692 0.43205151 0.5993038 0.54680524 0.41562028 0.46600181 0.50256011 0.48944085] [-1.19893184] [ 0.39349655 0.65784946 0.45450184 0.4809328 0.30747946 0.41306482 0.54938961 0.68395414 0.62458073 0.2610768 ] [-0.28870577] [ 0.42891447 0.59638404 0.47319507 0.52766732 0.55382911 0.59294553 0.35987743 0.41774101 0.46680923 0.50960795] [-0.93420432] [ 0.81235589 0.5514682 0.53413616 0.4980807 0.39913366 0.38657249 0.46215573 0.34238539 0.61556402 0.472259 ] [-0.28555214] [ 0.42343793 0.71221727 0.40698758 0.42025586 0.47070005 0.7413333 0.40720814 0.53375593 0.47591315 0.63304677] [-1.26000385] [ 0.43133299 0.53019789 0.44656763 0.60596468 0.20117835 0.29918348 0.46019395 0.63044439 0.599648 0.22250801] [ 0.06809404] [ 0.32211367 0.66827148 0.39484168 0.58260328 0.4220894 0.62087198 0.39577585 0.37393495 0.44728207 0.66230287] [-0.11384295] [ 0.27775728 0.52230614 0.54173251 0.62238819 0.55625962 0.69871428 0.42999733 0.57414575 0.37489725 0.39021975] [ 0.11339875] [ 0.15118269 0.46307781 0.44581891 0.58953514 0.32412881 0.78241976 0.37103379 0.44882851 0.4417528 0.38518409] [ 0.21933698] [ 0.59975581 0.57577369 0.52557133 0.34294891 0.44437231 0.56419866 0.52838222 0.47677176 0.49942208 0.44846421] [ 2.27994095] [ 0.70746223 0.60777218 0.54598417 0.29334041 0.45357386 0.54392156 0.43887712 0.50241281 0.61811658 0.65747809] [ 0.23946128] [ 0.67737164 0.54881432 0.59772246 0.27805532 0.39723742 0.45404529 0.63116706 0.49698809 0.6389147 0.52015895] [-0.91807694] [ 0.37830473 0.7970475 0.39679239 0.63184548 0.18352985 0.51996763 0.40399528 0.59543314 0.57344248 0.5193457 ] [ 0.17975976] [ 0.28454918 0.62272687 0.46151258 0.46362689 0.41483561 0.75692355 0.36550921 0.40472476 0.53703579 0.66332098] [ 0.20283806] [ 0.11350172 0.41107914 0.44686094 0.59695884 0.31773585 0.72345608 0.33574413 0.47141739 0.40031404 0.32645634] [ 0.59463557] [ 0.49554073 0.63846812 0.40489202 0.51031224 0.2536837 0.2809908 0.52001374 0.5844136 0.61852544 0.3937854 ] [ 1.03099293] [ 0.30610392 0.51595849 0.50210508 0.40049917 0.42745302 0.68270699 0.49143078 0.52346724 0.32185959 0.36571836] [-0.54120543] [ 0.29000221 0.54147312 0.49160596 0.34689096 0.39896976 0.54411204 0.45202648 0.51419395 0.40410153 0.59464094] [ 1.90795171] [ 0.61505504 0.54599216 0.57835807 0.4164429 0.29862298 0.33462739 0.50004276 0.73314718 0.59658902 0.36788595] [ 0.17182438] [ 0.4903981 0.81018089 0.26788791 0.65547458 0.23187055 0.59021417 0.37813674 0.46335966 0.60396441 0.70854244] [ 0.23569868] [ 0.11333884 0.60970746 0.39336649 0.53696207 0.43401392 0.69726291 0.31132814 0.40259086 0.35941326 0.43901949] [ 0.57319835] [ 0.59331175 0.63837895 0.50481525 0.35138413 0.38533763 0.42869555 0.55853977 0.56774326 0.58065392 0.41534414] [ 0.17309349] [ 0.33124512 0.47823358 0.52197742 0.44502955 0.45397658 0.58402407 0.41317579 0.51169684 0.50989709 0.48910606] [ 0.17983472] [ 0.17972014 0.56612698 0.37958344 0.46165257 0.40641848 0.81877226 0.33223767 0.52638528 0.48282693 0.51764765] [-0.69790937] [ 0.48602347 0.63340447 0.46235944 0.58554869 0.41221539 0.69126483 0.47057707 0.66624816 0.61074799 0.50315342] [ 0.32201347] [ 0.15139327 0.46206374 0.67362635 0.41002137 0.40154779 0.85030068 0.4196773 0.41010328 0.3758919 0.45994908] [ 0.29056815] [ 0.75971678 0.65076372 0.46515158 0.31956282 0.38848239 0.22398919 0.49545361 0.47838211 0.63672615 0.50462233] [-0.20534348] [ 0.74481633 0.55810139 0.54445418 0.47426161 0.41053632 0.45185939 0.4402134 0.35440477 0.57746251 0.57380701] [-0.12098863] [ 0.50790829 0.41556787 0.4713083 0.57094628 0.32827418 0.48727195 0.48827039 0.43359121 0.49213803 0.41223542] [ 0.09470957] [ 0.36548918 0.73531941 0.43570717 0.53515597 0.41851428 0.6329181 0.42756062 0.28919318 0.51443162 0.68661561] [ 0.02085259] [ 0.20953824 0.34821877 0.64907797 0.29879579 0.43901016 0.79505136 0.37807362 0.33416323 0.32679067 0.37488308] [-0.21138922] [ 0.36034842 0.54350511 0.50441286 0.56229752 0.46436145 0.62054831 0.42672576 0.37273631 0.52048171 0.47193642] [ 1.20935809] [ 0.82206075 0.43477944 0.71614193 0.15717498 0.47567501 0.27602193 0.63620637 0.65664497 0.57677666 0.28967446] [-0.38472864] [ 0.61503325 0.35884897 0.69550962 0.33712121 0.62741997 0.47509488 0.48649531 0.43086348 0.46770355 0.35480279] [ 0.20949118] [ 0.18094021 0.48075018 0.38212462 0.70713993 0.36997178 0.74329432 0.30514625 0.40953658 0.39087423 0.37977744] [-0.329793] [ 0.74303136 0.47107432 0.57575004 0.31490156 0.49443204 0.40927308 0.46146219 0.40734874 0.51407118 0.60967145] [ 0.2794244] [ 0.6222105 0.35491434 0.70124468 0.28304328 0.49212287 0.51317325 0.50302783 0.44191018 0.5316972 0.42086827] [-0.43427246] [ 0.41081063 0.54254609 0.58968434 0.3400761 0.52174596 0.64403435 0.38550155 0.54218222 0.4834048 0.4975675 ] [-0.21992358] [ 0.14386607 0.54866097 0.60215428 0.43960636 0.37805832 0.74268523 0.34093718 0.46746032 0.45679993 0.38075448] [ 0.31645565] [ 0.43497573 0.69064599 0.3868608 0.65156704 0.28669622 0.6615069 0.4465088 0.38590341 0.54743035 0.61204281] [ 0.41532315] [ 0.74203609 0.7271001 0.43838837 0.40796723 0.308065 0.34585162 0.50801705 0.41456843 0.69637301 0.55035225] [-0.54533071] [ 0.28598866 0.50616786 0.52192474 0.24038113 0.40772816 0.53309998 0.41181534 0.44145655 0.50107568 0.32992715] [-0.24087135] [ 0.25740594 0.46502446 0.65975894 0.30867981 0.36111462 0.73604491 0.4655166 0.54020789 0.51512983 0.36774495] [-0.72167803] [ 0.74495463 0.7429905 0.47934624 0.32386094 0.40405519 0.47593344 0.48628396 0.49466348 0.69714626 0.70411889] [ 0.35279578] [ 0.7115314 0.47427826 0.58318952 0.24809168 0.39610683 0.39779429 0.53232629 0.7394542 0.58311615 0.41337158] [-0.10659483] [ 0.36346518 0.68596414 0.38506755 0.54383079 0.38178298 0.58151218 0.29708038 0.428509 0.49453702 0.56860547] [-0.91421907] [ 0.16746188 0.43891389 0.59452093 0.39901856 0.35750128 0.48671131 0.51107097 0.59324864 0.53309864 0.32000587] [ 0.49760446] [ 0.14538197 0.56508797 0.55749089 0.51885011 0.47068927 0.83376002 0.31755703 0.38863924 0.44406806 0.54831458] [-0.07151853] [ 0.34480506 0.63866772 0.34561989 0.69989706 0.35002522 0.63076575 0.41423277 0.37791334 0.53492576 0.61883773] [ 0.00177185] [ 0.30239668 0.64998621 0.31027665 0.67443317 0.38884268 0.73510513 0.38581095 0.55916745 0.44168732 0.59541751] [-0.6786353] [ 0.46381993 0.50350059 0.57285513 0.28240556 0.32700077 0.51090031 0.45089696 0.72563589 0.5909755 0.28748373] [ 0.4268287] [ 0.58321951 0.38765286 0.71603122 0.40578337 0.54421614 0.49102266 0.46786882 0.51906034 0.49377947 0.3592549 ] [ 0.1167149] [ 0.83135321 0.43648018 0.58880007 0.26070895 0.44695749 0.30353528 0.54379283 0.46552663 0.49345326 0.50418429] [ 0.62394425] [ 0.77366305 0.64730323 0.5079477 0.35466052 0.31364206 0.43587388 0.52081412 0.38649562 0.55949004 0.58047716] [ 1.24009723] [ 0.748209 0.5590964 0.52079782 0.55528666 0.38909316 0.34882163 0.52399794 0.60607325 0.52397459 0.61379094] [ 0.73014147] [ 0.84738207 0.56897761 0.62480263 0.30385575 0.46925598 0.35402339 0.6155445 0.50592098 0.56357851 0.51690001] [-0.42166069] [ 0.35916919 0.63171055 0.51974631 0.52989866 0.38461885 0.64634991 0.46390558 0.36292149 0.598588 0.52906695] [ 2.07406688] [ 0.55631906 0.25261756 0.6124518 0.35271644 0.42525462 0.43035443 0.54911343 0.51006688 0.32368327 0.22066166] [-0.02525101] [ 0.33384338 0.59112531 0.36506942 0.64067315 0.46507589 0.53484719 0.38714906 0.31812031 0.42371738 0.59661953] [-0.25120775] [ 0.63549288 0.39798303 0.64640447 0.28945069 0.51345028 0.54394749 0.44897771 0.41649112 0.52155944 0.4545227 ] [-1.01224272] [ 0.33892367 0.41363612 0.60743249 0.24646964 0.37772392 0.42842023 0.46204245 0.65728925 0.42735006 0.20183815] [-0.14625737] [ 0.49618844 0.700403 0.42319775 0.6063509 0.36566167 0.53349269 0.46815951 0.63432097 0.50755865 0.6697241 ] [-0.33720579] [ 0.44344959 0.60629327 0.56392236 0.37601399 0.30517754 0.43698512 0.56668173 0.73872883 0.5201277 0.2976889 ] Progress: 90.6% ... Training loss: 0.298 ... Validation loss: 0.454[-1.03003626] [ 0.1262424 0.46190825 0.52792066 0.44898167 0.29348992 0.53336024 0.42654569 0.63299279 0.5512561 0.21323803] [-0.53813732] [ 0.53506618 0.30058799 0.66704678 0.38848129 0.28409459 0.32106352 0.51355161 0.71923302 0.39138865 0.13747962] [-0.0821228] [ 0.41137494 0.53525026 0.62399747 0.50448347 0.5757563 0.71065976 0.5284275 0.41081018 0.4620273 0.65658754] [-0.63640682] [ 0.64566264 0.37338957 0.51539301 0.50334039 0.36119874 0.49985613 0.47983329 0.38821762 0.55272214 0.45678557] [-0.13546264] [ 0.52174306 0.64791733 0.48541697 0.59026746 0.24637873 0.44829902 0.53883501 0.76286293 0.58074738 0.36750763] [-0.6711988] [ 0.57569565 0.46965577 0.47503402 0.5189276 0.34724011 0.45823901 0.40809265 0.51430887 0.5269701 0.39171642] [-0.38982962] [ 0.50057539 0.37898658 0.66768704 0.3433244 0.46744761 0.40236919 0.53178519 0.42680105 0.4425549 0.39480893] [ 0.37026406] [ 0.09338951 0.6850713 0.32604341 0.57537284 0.4222309 0.77073195 0.23715697 0.52322403 0.3972086 0.58102166] [-0.02968229] [ 0.13705278 0.48881338 0.53039843 0.4519937 0.42039689 0.72572861 0.39943982 0.34201569 0.43284012 0.39517326] [-1.22593642] [ 0.40362045 0.34991766 0.63563876 0.15294119 0.41020743 0.39836179 0.48200154 0.62684101 0.4416573 0.18898677] [-0.05917875] [ 0.31181942 0.48007006 0.52065459 0.4346356 0.50325576 0.77116125 0.42031763 0.51396696 0.37969862 0.56309842] [-0.60823453] [ 0.67257686 0.7229741 0.43422667 0.471947 0.30811754 0.48511957 0.47175785 0.48266619 0.59043326 0.6641383 ] [-1.19822473] [ 0.17144242 0.49069244 0.52107236 0.42445862 0.34291011 0.45120622 0.45984206 0.49665626 0.56643069 0.16601017] [-0.65504859] [ 0.73786841 0.41245636 0.59419473 0.41263623 0.31565841 0.44271724 0.45150669 0.60345326 0.54777627 0.4366774 ] [-0.46065482] [ 0.62583503 0.79127373 0.54818939 0.52752544 0.3638233 0.54161969 0.52963229 0.50813794 0.71351663 0.61241865] [-0.76904445] [ 0.80707177 0.541743 0.5025979 0.49190932 0.30124748 0.33127864 0.46507708 0.44040979 0.61858832 0.51578193] [-0.16747185] [ 0.47081574 0.61208458 0.46178902 0.55535779 0.33277922 0.7379785 0.40493719 0.35837052 0.57175666 0.68108256] [-0.02817176] [ 0.29200823 0.57671182 0.4239039 0.60909264 0.38104368 0.46955125 0.5036337 0.55045805 0.50486595 0.42330319] [ 0.37921006] [ 0.51450115 0.68729108 0.41477338 0.52683488 0.2857188 0.46750069 0.43615086 0.58153701 0.61268299 0.49272756] [-0.04525835] [ 0.13498953 0.64401237 0.5126691 0.48038535 0.4248108 0.79454109 0.41604729 0.49733495 0.59392827 0.51246315] [-0.18125197] [ 0.78259399 0.44968642 0.55984682 0.33630722 0.37946261 0.36334252 0.50527027 0.49456123 0.59299285 0.43021239] [-0.18852476] [ 0.33396846 0.68436828 0.44934903 0.61994356 0.37502513 0.63828374 0.4523441 0.4424222 0.55311528 0.49333547] [-0.18138311] [ 0.46541092 0.56644882 0.451461 0.62952436 0.31167311 0.58516084 0.36088239 0.3690205 0.49893232 0.57130146] [-0.52391751] [ 0.63120317 0.54622125 0.52963889 0.34563918 0.46557684 0.58358736 0.44575997 0.59339722 0.60145388 0.5704662 ] [ 0.13908518] [ 0.30008984 0.60022004 0.35867913 0.74878043 0.39830294 0.61308949 0.46197905 0.34599848 0.55000852 0.76015323] [ 0.49225376] [ 0.80208684 0.51909185 0.57688704 0.43928739 0.30682561 0.35328694 0.45002777 0.41491268 0.63840626 0.46622198] [ 0.27283393] [ 0.17746757 0.60690151 0.37190161 0.68541655 0.47561225 0.69375518 0.41992066 0.38519506 0.38260811 0.54714699] [-0.23989828] [ 0.64562699 0.71611983 0.55359625 0.44951096 0.33366883 0.48186742 0.57870914 0.56036252 0.66701367 0.49175433] [-0.26193422] [ 0.38885478 0.60387428 0.46189072 0.46183909 0.27840916 0.41835191 0.48844204 0.49426196 0.57352633 0.37830719] [-0.54198368] [ 0.42677745 0.66343004 0.3537133 0.56737339 0.37567439 0.49779985 0.46336019 0.28236941 0.51592246 0.56077168] [-0.47298307] [ 0.32198981 0.47927263 0.40235227 0.43499984 0.24723619 0.51239226 0.40295966 0.74484453 0.54221683 0.22197361] [-0.05190391] [ 0.15840878 0.47018174 0.44306649 0.52945511 0.47832728 0.74866991 0.32847555 0.50572308 0.4572428 0.47484882] [ 0.49413753] [ 0.46925606 0.4444452 0.5750746 0.37675273 0.42687203 0.66744189 0.3802886 0.5561641 0.55127151 0.40497616] [-0.7453012] [ 0.64885358 0.6212465 0.50821525 0.37644587 0.2123684 0.30495726 0.54146975 0.70201626 0.62393181 0.36760464] [-1.19048159] [ 0.27618989 0.58492336 0.57385979 0.32720508 0.39739913 0.5650595 0.45059092 0.56500093 0.59588882 0.33564282] [ 0.03339026] [ 0.28311971 0.29368089 0.57356655 0.42464378 0.56001285 0.69595481 0.38246898 0.54578875 0.46507906 0.35728829] [ 0.08831179] [ 0.60326668 0.32215531 0.63769081 0.25247719 0.46821303 0.41538193 0.56382914 0.52660012 0.53826427 0.28781996] [ 0.69289909] [ 0.70690223 0.35169969 0.68685466 0.2434493 0.39937723 0.3395371 0.6498186 0.68544945 0.45364881 0.24294674] [-0.58344025] [ 0.51894388 0.46100131 0.47595969 0.45735287 0.36764791 0.43721785 0.44616306 0.45916544 0.46215934 0.42789931] [-0.44139989] [ 0.56679114 0.30540867 0.58608293 0.25453643 0.51522748 0.66533229 0.48192617 0.4876079 0.30314969 0.36873933] [-0.02617062] [ 0.15530058 0.42381424 0.58630505 0.43208734 0.42966229 0.72265884 0.38623827 0.40690642 0.49269039 0.42631392] [-0.17623661] [ 0.2211548 0.63838357 0.57276149 0.47371427 0.44614517 0.67557172 0.45326425 0.57204705 0.516378 0.52998557] [-0.30061681] [ 0.28190019 0.52050275 0.59532317 0.31962281 0.40232222 0.48555048 0.44515601 0.59497012 0.56827152 0.36275944] [ 0.01490796] [ 0.20158643 0.69545214 0.32945035 0.70345499 0.40677797 0.73611442 0.45147282 0.52010292 0.50796005 0.60104832] [ 0.25048704] [ 0.21913543 0.65823101 0.41933706 0.64001186 0.36172944 0.72972833 0.43656402 0.64410028 0.60581983 0.4843531 ] [-0.2714625] [ 0.54129953 0.67685436 0.30022549 0.56258275 0.2983506 0.57081121 0.41876461 0.39745381 0.49849098 0.47385416] [-0.17518515] [ 0.22512208 0.3170211 0.67160629 0.2792671 0.47631931 0.6699342 0.45480205 0.36660055 0.339361 0.3923769 ] [-0.87636332] [ 0.84817877 0.51524992 0.56930121 0.38883662 0.33449226 0.37308088 0.5050761 0.45672471 0.64244824 0.51643735] [ 0.1635356] [ 0.11487442 0.51031594 0.57307877 0.40875895 0.4564822 0.79538612 0.32222533 0.41221009 0.40731184 0.42731577] [-0.38506656] [ 0.3185583 0.56207542 0.38292177 0.57939699 0.31447168 0.45777106 0.41857691 0.49063077 0.51396547 0.4154208 ] [ 0.34362352] [ 0.83050566 0.6392258 0.5094989 0.30071716 0.24707994 0.37153305 0.54782033 0.61571365 0.66335166 0.48320305] [-0.49695511] [ 0.29416991 0.69549791 0.50318984 0.52280528 0.37215197 0.7197959 0.51365294 0.48453927 0.64496871 0.56189154] [ 0.88621404] [ 0.52297901 0.37479798 0.66936007 0.22808393 0.46327379 0.41437981 0.44389303 0.45107079 0.52977739 0.28037606] [ 0.72879789] [ 0.70005581 0.5754716 0.68595906 0.1924741 0.42332368 0.37518728 0.54044017 0.71779535 0.57717999 0.32282361] [-0.0716254] [ 0.30861363 0.78734324 0.33457042 0.64529896 0.30443358 0.6470313 0.40351 0.42115681 0.47861946 0.68482936] [-0.22546639] [ 0.38337807 0.69934476 0.41791057 0.55635959 0.39143866 0.60856114 0.40152816 0.39598766 0.58456985 0.73890002] [-0.73026879] [ 0.27440685 0.53888905 0.64201834 0.26121188 0.37017341 0.56240384 0.50652837 0.60049128 0.50254072 0.31762069] [ 0.22564738] [ 0.73606862 0.63555448 0.55707692 0.32834025 0.42126362 0.47452426 0.62316916 0.43111433 0.61799819 0.64117248] [ 0.34150199] [ 0.22272275 0.69346035 0.43322183 0.75556593 0.51318214 0.80625152 0.40080187 0.47819877 0.49158818 0.58587341] [ 0.08305396] [ 0.10231209 0.36186116 0.55740954 0.5663893 0.35884034 0.84110014 0.35828556 0.40469301 0.47146373 0.36474986] [-0.00398368] [ 0.11941399 0.70718902 0.43626174 0.55383942 0.39540518 0.66378246 0.36636459 0.35803143 0.47628102 0.46734017] [ 0.70304792] [ 0.65849042 0.59735463 0.4938924 0.57135544 0.33720033 0.52195763 0.47975057 0.5529368 0.49503256 0.55627137] [-0.81300998] [ 0.3721766 0.44702083 0.45686011 0.54198777 0.4232285 0.42943797 0.44401222 0.33659104 0.35769992 0.40998517] [-0.42900064] [ 0.35169848 0.30896515 0.67782217 0.26372585 0.40404584 0.63653915 0.42641479 0.47786998 0.35924805 0.27783214] [-0.31598268] [ 0.30061004 0.2241371 0.70528192 0.18541666 0.56593877 0.68857696 0.46166291 0.35362068 0.29036734 0.32531333] [ 0.85275318] [ 0.71043377 0.63793486 0.49087123 0.33397913 0.31536684 0.31650509 0.54105733 0.56377548 0.64491614 0.41265464] [ 0.04927375] [ 0.19567772 0.59528372 0.42594562 0.56984676 0.36849502 0.86924624 0.29740055 0.637705 0.50706649 0.56519016] [ 0.95372031] [ 0.6128979 0.57574902 0.52599494 0.33470349 0.28939488 0.29022086 0.4742695 0.471812 0.57838791 0.32252335] [ 0.19176193] [ 0.20084273 0.56617326 0.54595081 0.54169172 0.2699347 0.73509583 0.45021236 0.57123128 0.54151826 0.40082537] [-0.1194673] [ 0.32531038 0.4818215 0.46395901 0.34501084 0.42035244 0.43035407 0.46558183 0.53033546 0.49086708 0.33191285] [-0.08202167] [ 0.14827147 0.69623634 0.43383683 0.56758255 0.33871203 0.80487027 0.46317134 0.53064253 0.55292447 0.57370297] [-0.0296727] [ 0.30943971 0.46295142 0.73297997 0.30831142 0.57106097 0.62299586 0.44670108 0.51701946 0.51558179 0.4481119 ] [ 0.05832115] [ 0.31574197 0.60609151 0.48141331 0.60661781 0.36953741 0.73761637 0.44730808 0.36286741 0.54320706 0.62140364] [-0.61086118] [ 0.68153431 0.76897123 0.42941986 0.35455395 0.38023447 0.49238903 0.57776761 0.54409845 0.65918615 0.5799573 ] [-0.22871748] [ 0.52492853 0.58272991 0.38411553 0.59948443 0.29668421 0.62970592 0.45073644 0.64078881 0.58569199 0.45516409] [ 0.11277792] [ 0.13824993 0.57140274 0.42421683 0.48268381 0.46928378 0.68449475 0.32827047 0.37850082 0.34107928 0.43905341] [ 0.01853007] [ 0.28571324 0.34104313 0.51004006 0.4297614 0.61941115 0.72931581 0.40871627 0.39322422 0.31758703 0.48128833] [ 0.12939594] [ 0.28717627 0.69804637 0.40638914 0.62271062 0.37205761 0.75775744 0.48750112 0.49807759 0.49330105 0.75400676] [ 0.28203712] [ 0.35994561 0.41106031 0.65900857 0.24199225 0.43377628 0.43061999 0.44561893 0.37815657 0.50434683 0.23833449] [-0.16400121] [ 0.74178432 0.58709832 0.60086595 0.46365872 0.3588505 0.33118899 0.52203051 0.5980352 0.62772635 0.33505024] [ 0.23074255] [ 0.35899725 0.33524783 0.54814957 0.43113908 0.36818285 0.60817066 0.43189677 0.7814456 0.4807955 0.24654116] [-0.50484794] [ 0.41682725 0.69478181 0.37631831 0.52283324 0.40382165 0.54574554 0.338472 0.47419079 0.52467685 0.58838127] [ 0.5715082] [ 0.11018897 0.64949736 0.28190053 0.58053127 0.4344814 0.85906776 0.31291873 0.50351476 0.3770199 0.59074081] [-0.08373872] [ 0.47249552 0.68496166 0.40955771 0.67523981 0.26304468 0.74611294 0.33492297 0.40365806 0.50929394 0.67932198] [-0.28331027] [ 0.75923334 0.38350917 0.673147 0.32785006 0.58187131 0.42654172 0.59997632 0.43653318 0.59536733 0.39156101] [-0.29443681] [ 0.25694826 0.62661694 0.46239069 0.58295202 0.45601046 0.68507411 0.4231116 0.44814249 0.59001629 0.49575304] [-0.55821215] [ 0.39336646 0.51265986 0.46433535 0.59274446 0.39649285 0.70141326 0.42422532 0.61354262 0.55647045 0.51968303] [-0.63144416] [ 0.62765104 0.53360318 0.5979228 0.23462886 0.38649481 0.53617227 0.50376745 0.52936228 0.5289111 0.43775103] [-0.00060472] [ 0.31847126 0.55527311 0.44265394 0.5233484 0.56622689 0.63414866 0.48976088 0.32587141 0.36275222 0.57082362] [-0.37044593] [ 0.50448023 0.7251004 0.37932167 0.45043721 0.28454691 0.43014667 0.4912146 0.49243009 0.54251502 0.60454512] [ 0.06757669] [ 0.23773843 0.42078137 0.4145519 0.26255238 0.48177101 0.68170069 0.41984148 0.42415147 0.36647214 0.35061367] [ 0.70129766] [ 0.35039506 0.69526443 0.33966692 0.7537577 0.27380695 0.62318788 0.38138671 0.43519409 0.55689898 0.79540229] [-0.39823559] [ 0.36032168 0.36792046 0.53038622 0.6181656 0.49251876 0.68340524 0.45287908 0.60919856 0.41667473 0.43074183] [ 0.02386648] [ 0.41210726 0.7862623 0.43498408 0.7002127 0.37154932 0.54055018 0.47972228 0.62037067 0.61951404 0.67707612] [-0.4476555] [ 0.3161622 0.63177969 0.40843411 0.67807577 0.38845441 0.59808852 0.43028348 0.46303792 0.42148023 0.48811567] [ 0.01027844] [ 0.27718433 0.43480572 0.49058302 0.56946881 0.5532477 0.79414068 0.39136325 0.55636268 0.35929851 0.46381269] [-0.39706708] [ 0.23882467 0.39710396 0.61044814 0.46846169 0.40387721 0.64723673 0.42365984 0.54347346 0.41401248 0.43075071] [ 0.56035803] [ 0.73821976 0.63435013 0.48512498 0.51936945 0.20600767 0.42187511 0.49393799 0.67106269 0.61729633 0.45279944] [-0.06883459] [ 0.21540842 0.53278576 0.42812295 0.63571402 0.3864244 0.51484242 0.5099244 0.55682995 0.46478879 0.42330518] [-0.51170417] [ 0.45479393 0.77334572 0.34703351 0.57002653 0.27466067 0.59254946 0.38595877 0.49736755 0.61823517 0.61147999] [-0.28678333] [ 0.32648505 0.55997635 0.58911917 0.51100387 0.4503053 0.45263771 0.42025423 0.55790271 0.62574436 0.33466509] [-0.1561535] [ 0.52646653 0.70575659 0.55217419 0.56572095 0.37686164 0.48573287 0.47832652 0.62898949 0.69601178 0.46119273] [-0.49867138] [ 0.23975826 0.50957461 0.61045338 0.37339011 0.56923088 0.56412259 0.50256626 0.46704877 0.48245015 0.45279341] [-0.6405442] [ 0.31771373 0.74420232 0.39737943 0.69525973 0.23496765 0.6098189 0.40897765 0.47289972 0.60048033 0.51484926] [-0.0429838] [ 0.55876736 0.59177005 0.37529365 0.38068219 0.36014696 0.56829063 0.49516806 0.4267509 0.4613766 0.55463732] [ 0.93959516] [ 0.49577723 0.68968011 0.46580309 0.35983101 0.33543396 0.42721281 0.62148481 0.66762124 0.65112434 0.32242547] [-0.06176131] [ 0.18703798 0.35673334 0.55165653 0.4582151 0.52653657 0.78959607 0.44242021 0.45826423 0.43778958 0.44228859] [-0.31643212] [ 0.34919809 0.72771687 0.4199441 0.52821844 0.29845233 0.700139 0.45094605 0.43088347 0.58951296 0.68080547] [-0.30161148] [ 0.26904168 0.27886443 0.73327187 0.30791543 0.49000994 0.6294557 0.44035466 0.43548398 0.36838357 0.27115637] [ 0.14333315] [ 0.32741381 0.29944894 0.61780367 0.2331888 0.39313861 0.66048895 0.43743631 0.45592111 0.31918439 0.32938763] [ 0.04829731] [ 0.45053331 0.58200253 0.64229111 0.30243582 0.52916315 0.53091796 0.4342665 0.53062831 0.49787847 0.52615025] [ 0.24937378] [ 0.32975164 0.4190129 0.55379199 0.42283074 0.46067251 0.63325603 0.40558564 0.48385929 0.5658039 0.41711575] [ 0.21570224] [ 0.21260813 0.51011801 0.45701091 0.54072613 0.4945119 0.82058095 0.31983876 0.52424168 0.37634237 0.55147847] [-0.51908311] [ 0.34474371 0.36527634 0.60532031 0.42413589 0.47070448 0.69424781 0.51570352 0.43601804 0.43258686 0.44116892] [-0.07165256] [ 0.33761608 0.73820683 0.48390293 0.52705952 0.4044817 0.72463569 0.47142608 0.34430185 0.62979988 0.67654408] [-0.75448237] [ 0.62903264 0.5367273 0.55023883 0.43212836 0.37203931 0.56669891 0.50114213 0.63001017 0.55748275 0.50795878] [ 0.30525536] [ 0.35198789 0.73202221 0.40646392 0.60639602 0.48574012 0.67325538 0.43515314 0.65209673 0.4985437 0.59874973] [-0.55473239] [ 0.61173873 0.51095181 0.49995218 0.46868279 0.47655606 0.46145979 0.45245274 0.42729395 0.61907792 0.52903347] [-0.00494125] [ 0.49757567 0.37936149 0.67577912 0.29535777 0.49490221 0.57676379 0.4143042 0.45240625 0.42413724 0.48213834] [-0.92562598] [ 0.2949153 0.23687882 0.77462572 0.29148874 0.41979434 0.63523265 0.46894783 0.41975372 0.38736616 0.24590971] [ 0.46658321] [ 0.11101101 0.54153098 0.39395809 0.66025108 0.48773564 0.76419694 0.41727271 0.39539282 0.34462148 0.52726202] [-0.3548996] [ 0.47308512 0.55281169 0.56247449 0.55379599 0.31190744 0.46442996 0.44998578 0.53732188 0.56111716 0.46658251] [ 0.90457142] [ 0.54264062 0.58748789 0.53859388 0.42778708 0.32767341 0.39996819 0.4904146 0.6419979 0.64364122 0.42985318] [-0.24172949] [ 0.39439948 0.54481417 0.41275794 0.45858207 0.48504356 0.52473767 0.33651822 0.34724561 0.4390421 0.50765569] [-0.35160564] [ 0.56460723 0.57894861 0.38714079 0.57711441 0.37580444 0.51607302 0.43294233 0.37233968 0.4815884 0.50230384] [-0.51723006] [ 0.77625624 0.57298927 0.57343479 0.45433266 0.41316516 0.46248869 0.48751518 0.58051562 0.62797392 0.44323253] [ 0.31769824] [ 0.46791421 0.59413998 0.5328252 0.52590096 0.28264524 0.47751888 0.55405264 0.74366105 0.53474814 0.28205862] [-0.37657145] [ 0.64766567 0.6730813 0.64382627 0.36056429 0.49569829 0.51177041 0.58533465 0.48597255 0.65095339 0.57309468] Progress: 90.9% ... Training loss: 0.309 ... Validation loss: 0.498[ 0.79105069] [ 0.66583551 0.70871347 0.55139356 0.37346719 0.45205072 0.46351408 0.65036386 0.5588516 0.68112498 0.43117356] [ 0.82323129] [ 0.74800864 0.38592642 0.65303377 0.31497939 0.49152991 0.32320953 0.59658443 0.39602579 0.49151472 0.515271 ] [ 0.34349362] [ 0.15171404 0.68237165 0.27868754 0.62826503 0.38564277 0.83530997 0.43711152 0.59879302 0.41634354 0.52766544] [ 0.90062361] [ 0.28558999 0.41460258 0.59585265 0.33374919 0.4187599 0.49731578 0.47716216 0.45123532 0.40775656 0.47930292] [-0.00403772] [ 0.73325619 0.60598743 0.50406905 0.31945904 0.42656931 0.48892924 0.45278364 0.49914476 0.51823104 0.65327908] [-0.13408763] [ 0.46935143 0.40496673 0.62914674 0.40538384 0.55336368 0.59508598 0.47307807 0.50705389 0.45045589 0.46750528] [ 0.15803108] [ 0.15181406 0.5869918 0.5033844 0.39352303 0.47310238 0.75616078 0.36168168 0.42390742 0.44962205 0.50019997] [ 1.01384801] [ 0.54201436 0.77177304 0.47751175 0.6320724 0.3402239 0.49119753 0.45859174 0.63865795 0.63373429 0.42676766] [-1.68638675] [ 0.62020457 0.68298158 0.49937296 0.54053451 0.34268412 0.32857448 0.53041474 0.6960465 0.68668674 0.29755035] [ 0.4857661] [ 0.17327051 0.26138742 0.66240074 0.49281418 0.50111757 0.69308725 0.36463776 0.34830461 0.43061848 0.22242041] [-0.16938744] [ 0.58146547 0.66185303 0.46652819 0.42571173 0.22315541 0.37948189 0.55418181 0.7721897 0.62789158 0.32929448] [ 0.78047269] [ 0.69560831 0.30419236 0.54293545 0.49205676 0.44466912 0.50455874 0.51541531 0.4251711 0.37121138 0.40042181] [-1.50229922] [ 0.30766087 0.41063353 0.5033666 0.48347473 0.32970682 0.50589235 0.48399803 0.70126157 0.42055896 0.1844783 ] [ 0.68690267] [ 0.14637316 0.536797 0.52008139 0.47126227 0.5807608 0.83988957 0.29577414 0.41923919 0.4172299 0.58999842] [ 0.31098613] [ 0.0557236 0.56554218 0.56544674 0.57572883 0.36667124 0.82734988 0.33282964 0.44660166 0.4106342 0.41244441] [ 0.45085869] [ 0.16982348 0.6279834 0.49132974 0.53962558 0.48015694 0.81794683 0.44422418 0.38361518 0.51166959 0.5788215 ] [ 0.72069936] [ 0.67443095 0.61756849 0.59175175 0.52313567 0.46358599 0.52316191 0.44958192 0.58768437 0.64692535 0.58439578] [-0.00773334] [ 0.2924507 0.74995558 0.38335458 0.64839711 0.20993463 0.60842156 0.38484258 0.43983415 0.63004858 0.54363571] [-1.29772186] [ 0.59016564 0.40015143 0.59850153 0.31320071 0.35004699 0.27874569 0.55827313 0.56127048 0.49875733 0.22519449] [ 0.4630074] [ 0.37081568 0.72090038 0.38540186 0.39239868 0.22854239 0.39947228 0.43091292 0.74490222 0.63033354 0.3571513 ] [ 0.36506915] [ 0.21523094 0.35231679 0.63345494 0.36505441 0.50049357 0.66918353 0.37869358 0.2351247 0.33809673 0.34337439] [ 0.06482718] [ 0.24577806 0.34897616 0.65261949 0.36464213 0.47916869 0.68064652 0.40011198 0.34614898 0.3772183 0.36840598] [-0.089268] [ 0.67595689 0.42548956 0.69105794 0.34076967 0.53291942 0.45439942 0.52097316 0.50841094 0.53688505 0.51138899] [-0.35444111] [ 0.57447529 0.59577199 0.51255429 0.40613106 0.35733593 0.39284941 0.48449122 0.51186876 0.51070382 0.45041655] [ 0.28073879] [ 0.29759479 0.62102342 0.4848745 0.43929896 0.4858787 0.73953531 0.38647457 0.45585885 0.37353221 0.56994417] [ 0.07574446] [ 0.24184113 0.6407496 0.40602306 0.67494411 0.37355821 0.71637953 0.45074172 0.50635354 0.39131946 0.55915137] [ 0.22553005] [ 0.49488934 0.69843666 0.48383711 0.5734204 0.42128316 0.68308065 0.47249482 0.34542366 0.52708015 0.64013022] [ 0.24050155] [ 0.24446815 0.66785531 0.49555315 0.62665427 0.52894747 0.73358119 0.41805827 0.38581044 0.5474144 0.56406842] [ 0.89120403] [ 0.4698422 0.56797247 0.4467565 0.63512032 0.24797287 0.54573747 0.44586839 0.51336143 0.54773926 0.47426987] [ 0.85396506] [ 0.42287833 0.50481438 0.55453022 0.45271426 0.34992123 0.56342584 0.46595972 0.75898419 0.57240596 0.28221855] [-1.29772186] [ 0.59016564 0.40015143 0.59850153 0.31320071 0.35004699 0.27874569 0.55827313 0.56127048 0.49875733 0.22519449] [-0.08992825] [ 0.51488213 0.6546052 0.56644653 0.66118947 0.44117816 0.51463931 0.41882794 0.59083636 0.60601536 0.60125628] [ 0.43477242] [ 0.15930741 0.42347108 0.5953697 0.41513662 0.48778001 0.67275576 0.44154386 0.44032661 0.53335382 0.60938615] [ 0.90742959] [ 0.53970025 0.54697692 0.58706763 0.5357393 0.4098095 0.44022234 0.49320718 0.60427293 0.60413424 0.2940434 ] [ 0.40400959] [ 0.81334004 0.47841535 0.56260056 0.38086831 0.28705093 0.27412253 0.53482186 0.56260009 0.56297401 0.47161439] [ 0.54569686] [ 0.40435384 0.3332466 0.72530703 0.26619846 0.42128935 0.57335824 0.43771144 0.38501825 0.39664391 0.31849546] [ 0.11327939] [ 0.27839326 0.57775158 0.46326558 0.50510978 0.37301949 0.58825505 0.44475216 0.57806238 0.46490821 0.38380536] [-0.5178271] [ 0.40097062 0.56075589 0.56361377 0.65705385 0.47876859 0.64347711 0.43690014 0.50069474 0.53190319 0.46849487] [-0.4309214] [ 0.67838543 0.63604661 0.43953143 0.39698289 0.48331317 0.29745774 0.44521335 0.39525255 0.61231137 0.56281111] [ 0.30672845] [ 0.45316912 0.70592185 0.44341985 0.57931448 0.25189606 0.6216531 0.42939438 0.42924117 0.5531777 0.53287196] [-0.47171589] [ 0.31541244 0.56608838 0.35272829 0.5992387 0.39098035 0.64403825 0.421877 0.56808003 0.4470169 0.46312615] [ 1.71993563] [ 0.79686852 0.44584728 0.60003059 0.28361855 0.33263379 0.2900888 0.52540494 0.66656943 0.52186297 0.32158745] [-0.39428941] [ 0.51656644 0.55445004 0.56340282 0.61006535 0.48551641 0.71055728 0.43692519 0.53090847 0.52265167 0.52909863] [-0.33071456] [ 0.68340098 0.54216916 0.55980511 0.33313844 0.51644569 0.49881682 0.43321674 0.3898013 0.52156063 0.59612009] [ 0.1211499] [ 0.21910192 0.61083605 0.40609667 0.48923435 0.46286124 0.71572812 0.37187947 0.39342457 0.47692876 0.51958637] [-1.25210192] [ 0.73397128 0.71444891 0.4584038 0.39796882 0.17176621 0.26044009 0.50229216 0.58781199 0.7142567 0.34043048] [-0.11400607] [ 0.41174068 0.68405111 0.53778739 0.50169403 0.38865148 0.6648989 0.48697525 0.39137522 0.61854604 0.55333134] [-0.77505587] [ 0.22879403 0.54686232 0.44882648 0.59342631 0.3352466 0.64440393 0.53201115 0.76857687 0.44300175 0.31704104] [ 0.21073409] [ 0.34635698 0.44589432 0.5597611 0.38063464 0.48632231 0.62040127 0.54856538 0.51399012 0.38454915 0.42026039] [ 0.11988882] [ 0.29183878 0.40685897 0.56234423 0.29116463 0.38832909 0.5537949 0.46898905 0.57768525 0.46300022 0.26703865] [-0.00059146] [ 0.53884782 0.44116521 0.54244996 0.33351318 0.5087493 0.53578741 0.61351547 0.48221636 0.44535688 0.43540509] [ 0.15854753] [ 0.17915441 0.52385752 0.4761497 0.40226239 0.42769633 0.57663563 0.3304562 0.57336481 0.37737017 0.43986795] [ 0.02927479] [ 0.45699833 0.31937302 0.63649673 0.25151424 0.43007928 0.74911671 0.43704844 0.41945113 0.36098259 0.36591887] [ 0.0583666] [ 0.42490902 0.50031523 0.5952901 0.28946933 0.4287098 0.55502978 0.45737172 0.55626945 0.53233859 0.45324723] [ 0.04826629] [ 0.39973243 0.68988982 0.48048997 0.40103914 0.35505354 0.57575126 0.4215158 0.62343204 0.60178221 0.5289743 ] [-0.60212022] [ 0.18544539 0.71489448 0.49204012 0.48882636 0.29938787 0.65873824 0.42445965 0.61050956 0.45791406 0.38493535] [-0.53753587] [ 0.65189275 0.71855649 0.44215837 0.44038847 0.2639204 0.42903797 0.49382098 0.52765596 0.52853396 0.64457151] [ 1.0984811] [ 0.55885737 0.72251522 0.32756927 0.52404269 0.29727303 0.23139568 0.51537688 0.60307644 0.69771334 0.39473768] [ 2.14953874] [ 0.76135219 0.4623999 0.56734262 0.42606703 0.23813401 0.34273661 0.49968978 0.64016031 0.5457206 0.30904308] [ 0.05192081] [ 0.31865654 0.5546021 0.57152604 0.39839617 0.52669998 0.53956284 0.40567559 0.504174 0.58586591 0.38270395] [-0.2599234] [ 0.53258024 0.29713222 0.67138316 0.26775084 0.46551824 0.62243665 0.53478024 0.50548876 0.27865352 0.35951403] [-0.88666569] [ 0.43024653 0.36602137 0.72317315 0.21466931 0.29780309 0.4578856 0.50084045 0.56005124 0.51814183 0.18491681] [ 0.36419528] [ 0.3341529 0.70938284 0.36312936 0.64879176 0.35700794 0.69819739 0.31511084 0.39661531 0.51013063 0.6822347 ] [ 0.70720656] [ 0.61881057 0.64638107 0.47405876 0.3953986 0.33282133 0.45721574 0.45827642 0.48283596 0.53459241 0.55005061] [ 0.94167997] [ 0.6107989 0.50134061 0.48926332 0.45252462 0.29244892 0.44368659 0.47865314 0.41689531 0.44255656 0.4524974 ] [ 0.33830757] [ 0.26072409 0.51375756 0.39564228 0.65033054 0.36779821 0.80954632 0.36273369 0.51449194 0.34607183 0.58021233] [ 1.72551908] [ 0.73805313 0.57148614 0.64220428 0.28362902 0.35911576 0.41153137 0.60932518 0.71200254 0.58396744 0.33604518] [-0.37379753] [ 0.42978892 0.74830345 0.46299463 0.70154838 0.38051771 0.66240582 0.37611828 0.48635327 0.57708454 0.53149804] [ 0.33413477] [ 0.13275691 0.56115668 0.4466368 0.52875895 0.40976167 0.807148 0.33943157 0.41893122 0.45375567 0.46949202] [ 0.01027614] [ 0.1615269 0.65108472 0.42518514 0.61461736 0.33427152 0.7258638 0.36901774 0.5508629 0.45087127 0.47122499] [ 1.18643986] [ 0.4519728 0.63334138 0.41727453 0.52380805 0.37973895 0.4026713 0.35534029 0.39810261 0.61223567 0.4180006 ] [ 0.19804147] [ 0.2006147 0.77474258 0.34283352 0.63782283 0.36803285 0.76202439 0.36499301 0.59428636 0.48983006 0.6123838 ] [ 0.13182236] [ 0.65243054 0.65295817 0.51950917 0.40191728 0.37181628 0.39263036 0.47495411 0.49070344 0.64529693 0.50441966] [-0.02108747] [ 0.3402927 0.43137969 0.59399085 0.27058617 0.48498786 0.70233985 0.41480669 0.30941188 0.36435073 0.44306793] [-0.01940998] [ 0.34448962 0.59186656 0.50975261 0.47124195 0.30600263 0.62620203 0.41162307 0.50753773 0.61530038 0.3840394 ] [ 0.81197673] [ 0.22329489 0.67232146 0.40176865 0.6175284 0.32516559 0.57279551 0.45959948 0.64277011 0.45749662 0.45552352] [-0.40803294] [ 0.47790105 0.62040675 0.39797672 0.51781205 0.3058431 0.46654879 0.41279743 0.57842774 0.53633918 0.41947748] [-0.0281637] [ 0.48284521 0.65788467 0.44970345 0.64649671 0.31865604 0.6787458 0.44281014 0.64155901 0.61687707 0.60066613] [-0.0690452] [ 0.790502 0.54843318 0.58534443 0.33474061 0.48639138 0.45824856 0.57104775 0.3889723 0.56914132 0.62818501] [ 0.11370539] [ 0.06459986 0.48610204 0.51935722 0.62131481 0.3360035 0.77287547 0.41113422 0.49206426 0.41147442 0.2807299 ] [ 0.41868564] [ 0.29982069 0.43657879 0.40161659 0.64411666 0.32857766 0.56138819 0.38981076 0.4039245 0.4883432 0.42193207] [ 0.35671845] [ 0.53731866 0.33297132 0.72114951 0.18527709 0.32539905 0.52448615 0.52529917 0.63233955 0.51017438 0.22254927] [ 0.10262928] [ 0.61727304 0.64243014 0.5730858 0.40958673 0.46695886 0.47202234 0.57341534 0.5422878 0.56859787 0.50577756] [-0.16831006] [ 0.57620514 0.57405832 0.48862891 0.46636357 0.4084094 0.5674796 0.49913101 0.46259744 0.67090853 0.62119994] [ 0.43422059] [ 0.33191043 0.56563233 0.61282016 0.40128953 0.45103783 0.68788725 0.42001408 0.52119398 0.58991255 0.53432047] [ 0.25716677] [ 0.17662815 0.56601203 0.37858631 0.46257675 0.40771848 0.82384864 0.33042192 0.52299827 0.48063748 0.51852036] [ 0.10742358] [ 0.30504748 0.65892539 0.39585766 0.61009016 0.34481961 0.61288516 0.38469592 0.38100436 0.43832221 0.66522333] [ 1.07726589] [ 0.43888038 0.50026956 0.5973912 0.29962851 0.50401675 0.65256335 0.41652995 0.60790374 0.60532476 0.48997218] [ 0.15130624] [ 0.10004312 0.50296013 0.56662301 0.52693415 0.30284318 0.82952232 0.36108454 0.46810068 0.47406992 0.39195513] [-0.09706215] [ 0.33929694 0.50696063 0.52799825 0.36191591 0.44248549 0.56325668 0.3611102 0.54279522 0.50522503 0.47718615] [-0.27705624] [ 0.69470956 0.66898344 0.39667646 0.38491924 0.28480744 0.42063532 0.58492709 0.58497724 0.55848595 0.40505449] [ 0.74790974] [ 0.20747869 0.59261643 0.35715403 0.74788169 0.55525971 0.79110649 0.43847377 0.39272701 0.31272946 0.56816833] [ 0.09417922] [ 0.52268019 0.72833998 0.35463349 0.47846205 0.31118518 0.72518515 0.43616632 0.5105515 0.59689528 0.67357411] [ 0.28138842] [ 0.4835421 0.7207989 0.37241382 0.37833182 0.27918558 0.49477524 0.45289267 0.4924972 0.5431746 0.47922869] [ 0.16086059] [ 0.24880645 0.53367869 0.41218958 0.70026938 0.41215615 0.70274798 0.41952088 0.37561517 0.45893871 0.45844335] [ 1.26683789] [ 0.60013255 0.60806485 0.56549995 0.51788454 0.40949895 0.42557873 0.41890277 0.58057177 0.5273927 0.44568977] [-0.13727636] [ 0.07313594 0.49211888 0.52199465 0.52769607 0.33198192 0.67519072 0.35255018 0.52925483 0.47791704 0.28049983] [ 0.02915755] [ 0.2862741 0.15805878 0.79465222 0.19889813 0.45841802 0.67969415 0.47699409 0.39909183 0.27705613 0.21698013] [-0.71168259] [ 0.82690858 0.73461949 0.44308951 0.31377148 0.41144682 0.25738124 0.53117023 0.45704475 0.66930949 0.66687603] [ 0.01833192] [ 0.26638476 0.29863865 0.66537486 0.30335142 0.54015688 0.69100962 0.47366155 0.41050115 0.3820729 0.36221552] [-0.30267425] [ 0.38704538 0.57640674 0.48050265 0.50170075 0.41889739 0.57555676 0.38480161 0.53261981 0.53656894 0.58548428] [ 0.30660042] [ 0.19479203 0.45124588 0.49642216 0.36162512 0.46477783 0.71880196 0.38817726 0.30507429 0.38609924 0.39991564] [ 0.50778833] [ 0.63809377 0.51574218 0.56233377 0.37352232 0.33010277 0.44864724 0.55061284 0.45622011 0.58122136 0.4680951 ] [-0.11686841] [ 0.44512134 0.50881719 0.47120187 0.38622066 0.33066523 0.57357774 0.50261141 0.60295804 0.43870978 0.31277869] [ 0.03509094] [ 0.37798441 0.61371745 0.48906268 0.50949843 0.46209561 0.71081662 0.44615664 0.45390717 0.42597762 0.68218238] [ 0.88120922] [ 0.63879061 0.34947137 0.66231301 0.32316522 0.46205976 0.55573886 0.50307348 0.45684954 0.41263029 0.37593738] [ 0.347028] [ 0.32402541 0.66481086 0.41822257 0.69067416 0.30573035 0.53373236 0.43547791 0.48941854 0.63483854 0.47345827] [ 0.3837667] [ 0.34475374 0.54403401 0.52948936 0.49835773 0.3531462 0.60873315 0.48027365 0.57710941 0.55262382 0.45886386] [-0.13236036] [ 0.71179133 0.47965109 0.58701486 0.32170223 0.40338651 0.5910662 0.44445922 0.55909093 0.61456608 0.473655 ] [-0.21723373] [ 0.76585955 0.50148914 0.57774179 0.47374646 0.34872095 0.35083037 0.59616824 0.70434281 0.4841983 0.4606083 ] [ 0.9108146] [ 0.38352485 0.37032016 0.6856478 0.35736954 0.36316484 0.5834522 0.41678598 0.42482 0.42425168 0.32429466] [ 0.09002829] [ 0.47831711 0.60917843 0.40299355 0.51616778 0.30903036 0.4667193 0.41233809 0.57643841 0.52999631 0.415454 ] [-0.11493747] [ 0.27597133 0.72122016 0.40017204 0.72154744 0.25503139 0.66277457 0.36345109 0.36744616 0.60995739 0.51607401] [ 0.27391701] [ 0.2430207 0.7360168 0.29130174 0.66102469 0.38701105 0.67102353 0.34601771 0.46763358 0.50413406 0.61873848] [-0.21182584] [ 0.24015136 0.56149691 0.58647948 0.4660601 0.38967866 0.73909016 0.44752125 0.47919297 0.36373407 0.43095105] [ 0.33537361] [ 0.69321754 0.58494972 0.47557324 0.52379151 0.28408757 0.46668115 0.519744 0.47476865 0.57268274 0.53145092] [ 0.10949981] [ 0.4411509 0.46323296 0.5033592 0.43911243 0.37839014 0.56170614 0.45766833 0.5293531 0.43778692 0.38917353] [ 0.17117445] [ 0.1887066 0.59415159 0.36345529 0.60494571 0.47498894 0.75997637 0.42476251 0.51861591 0.3023005 0.44022293] [-0.01799465] [ 0.24351327 0.65187243 0.48095447 0.58507608 0.46288779 0.68149303 0.29470504 0.56043619 0.48903984 0.52067156] [ 0.37249358] [ 0.12579404 0.63805003 0.53670909 0.46778634 0.33463486 0.80045388 0.36550754 0.49589794 0.47841708 0.41537298] [ 0.38597987] [ 0.21358732 0.72398184 0.43089316 0.61586836 0.42233476 0.82665797 0.46952541 0.48722791 0.52578687 0.64167753] [ 0.01984869] [ 0.35107023 0.49866708 0.62316278 0.40739165 0.48225283 0.6119512 0.51517733 0.37605599 0.49708537 0.4401059 ] [ 0.23960708] [ 0.59651851 0.57061011 0.50898298 0.4161508 0.28940227 0.54942999 0.48418316 0.42689227 0.51229555 0.53840896] [ 0.22375852] [ 0.18418729 0.57826712 0.40973526 0.57298068 0.40383559 0.81221498 0.36206415 0.53476794 0.50317865 0.53190848] [ 0.11988882] [ 0.29183878 0.40685897 0.56234423 0.29116463 0.38832909 0.5537949 0.46898905 0.57768525 0.46300022 0.26703865] [ 0.50857142] [ 0.25285877 0.41166274 0.586105 0.34485711 0.42817393 0.63202158 0.32075679 0.48347063 0.45750978 0.33525696] [ 0.56060496] [ 0.48107667 0.64685311 0.47411413 0.62018873 0.2956533 0.66358457 0.34756142 0.28743997 0.47610629 0.63274464] [-0.36556856] [ 0.47325784 0.53747905 0.50371181 0.58165702 0.354231 0.62722904 0.47851038 0.3660003 0.54738788 0.52983898] Progress: 91.1% ... Training loss: 0.310 ... Validation loss: 0.462[-0.29095423] [ 0.38177815 0.23811055 0.61207964 0.28823017 0.57637686 0.70239941 0.41930138 0.50456107 0.4328843 0.33823056] [-0.49108391] [ 0.3053109 0.58503043 0.38512852 0.54753909 0.37056825 0.75235996 0.43370668 0.76732431 0.5661725 0.40031576] [ 0.28699327] [ 0.38597687 0.67317459 0.42129895 0.70773026 0.21252079 0.60492333 0.31324989 0.36191937 0.52487988 0.49466988] [-0.12745353] [ 0.16242864 0.44188839 0.6118348 0.48467612 0.37103494 0.75085486 0.35895205 0.42392739 0.41268002 0.43922963] [ 0.21978195] [ 0.19207365 0.49469222 0.38694756 0.60520257 0.48575575 0.84663405 0.37922329 0.52121214 0.36997438 0.46503854] [-0.44528886] [ 0.27412446 0.79675477 0.32277249 0.54776537 0.29328269 0.65965326 0.34692221 0.53543696 0.53978266 0.61052938] [-0.14601362] [ 0.41922902 0.60156903 0.41763994 0.51757749 0.467642 0.68743032 0.33512236 0.44031356 0.42580866 0.68176648] [ 0.12761238] [ 0.44153784 0.46986511 0.6181071 0.41520787 0.44256097 0.5593674 0.50116695 0.53649761 0.49915649 0.37007872] [-0.49108391] [ 0.3053109 0.58503043 0.38512852 0.54753909 0.37056825 0.75235996 0.43370668 0.76732431 0.5661725 0.40031576] [ 0.49050402] [ 0.57210685 0.66857176 0.56371335 0.5295993 0.50320412 0.5392727 0.41178213 0.52784906 0.61036745 0.54628014] [-1.50509418] [ 0.70805673 0.59233834 0.5088255 0.45762827 0.28427799 0.34294287 0.52218554 0.46611142 0.61978415 0.38396575] [-1.22896482] [ 0.38932307 0.57503972 0.6017387 0.3534974 0.33211595 0.49245816 0.48097641 0.708954 0.59286969 0.35115417] [ 0.358929] [ 0.61698143 0.64263056 0.49928904 0.4419395 0.32859065 0.44636251 0.60544961 0.50542451 0.63737578 0.54101007] [ 0.01866827] [ 0.12071646 0.71464648 0.35430555 0.58275198 0.33192639 0.74051433 0.32390758 0.48864188 0.55035318 0.57508052] [-0.34587448] [ 0.40929505 0.730805 0.47875089 0.47694488 0.44998328 0.6622431 0.40937323 0.45782222 0.5326774 0.57731675] [-0.56109318] [ 0.55524745 0.51368275 0.52438583 0.49681662 0.41127612 0.55431761 0.39170959 0.50149329 0.45010703 0.37597779] [-0.3929982] [ 0.56269942 0.60230341 0.55206406 0.58601512 0.42259422 0.50550281 0.41806883 0.60105454 0.61872771 0.43000363] [-0.46266526] [ 0.12238937 0.35243507 0.73775233 0.28711135 0.45406372 0.74664916 0.41192704 0.44571719 0.33500009 0.2987345 ] [-1.23488553] [ 0.90283226 0.56820794 0.60585453 0.21268663 0.29680476 0.23249781 0.60408189 0.47911471 0.63557881 0.43659616] [ 0.53413622] [ 0.29058904 0.48831605 0.49074975 0.50019394 0.47609575 0.66957078 0.33183469 0.51565173 0.54942877 0.39403783] [ 0.18995427] [ 0.43489517 0.66212028 0.3600976 0.73174545 0.26119911 0.57126631 0.42096262 0.41928716 0.61298278 0.62733009] [-0.77658113] [ 0.52009227 0.72801422 0.48717401 0.61272245 0.35728255 0.59526902 0.45779388 0.48962375 0.5458182 0.6344431 ] [-0.15374319] [ 0.2104319 0.6840183 0.38618944 0.6104738 0.36538301 0.77757671 0.29254728 0.58308038 0.53604532 0.57837208] [-0.36036482] [ 0.28830736 0.57405326 0.36734148 0.65048027 0.39596817 0.48084622 0.34301596 0.30984878 0.42156531 0.45404392] [ 0.012432] [ 0.73092469 0.54729205 0.54168018 0.51238215 0.37757042 0.43439379 0.54391846 0.36230109 0.56347261 0.5322854 ] [-0.17724469] [ 0.39495778 0.63246032 0.39578489 0.69735646 0.37969081 0.64073162 0.42476315 0.57061203 0.47473447 0.66504822] [-0.1688748] [ 0.41283509 0.68093795 0.4853241 0.48165133 0.42110437 0.76415221 0.45955389 0.43271404 0.44067089 0.65617399] [-0.19836016] [ 0.24504408 0.53624302 0.51989225 0.53241779 0.4511106 0.79334953 0.44625732 0.51519512 0.45167389 0.46919644] [ 0.16331974] [ 0.15437547 0.55552933 0.44592268 0.42340076 0.35013176 0.84712762 0.29909768 0.46483278 0.40830603 0.51460814] [-0.16138982] [ 0.16485858 0.51477342 0.47758669 0.49047135 0.47371567 0.72582232 0.58466988 0.6011886 0.36696077 0.42135284] [ 0.45834107] [ 0.48470419 0.38730678 0.60231383 0.21089499 0.40528956 0.41937426 0.63545726 0.665606 0.48175177 0.249033 ] [-0.04929431] [ 0.71122381 0.6115831 0.50236802 0.3701776 0.35914019 0.48006424 0.51653649 0.51928615 0.66377167 0.55075069] [-0.92863629] [ 0.70191659 0.4295428 0.6206551 0.37495081 0.53690353 0.42452596 0.49591641 0.45704099 0.5968084 0.34553158] [ 0.15599743] [ 0.12382939 0.456148 0.45734165 0.50113095 0.46644638 0.77871639 0.38836845 0.3473049 0.4208884 0.4318646 ] [-0.48848255] [ 0.52228591 0.70837684 0.55722822 0.37589974 0.24784578 0.33710993 0.45391413 0.73949477 0.69603183 0.27464936] [-1.39847517] [ 0.86557538 0.66810586 0.55567799 0.42769917 0.41395029 0.36799173 0.61928749 0.53307792 0.64306496 0.53155206] [ 0.54764792] [ 0.23002631 0.57809127 0.40567757 0.60900753 0.44722846 0.73701806 0.37192078 0.35422341 0.45882587 0.59273989] [ 0.29939855] [ 0.12828742 0.51510813 0.59329163 0.49493866 0.55907446 0.84563645 0.38978734 0.39160952 0.49113244 0.52250647] [-0.55246672] [ 0.85614663 0.46792138 0.68090432 0.25234165 0.5546254 0.47695372 0.62723218 0.46268654 0.46706077 0.61038804] [-0.35219248] [ 0.57956295 0.51244296 0.514229 0.49200393 0.35428081 0.34173461 0.51714899 0.50871642 0.53275124 0.43025399] [-0.20014865] [ 0.21064894 0.55343062 0.56378415 0.46831202 0.49346802 0.70846523 0.40519797 0.46036055 0.51810968 0.54441367] [-0.56807854] [ 0.23463368 0.46393172 0.59155081 0.22595092 0.38251598 0.5158246 0.54059073 0.57055981 0.56044985 0.27122947] [-0.17566994] [ 0.77398838 0.43963888 0.7030253 0.27369484 0.50204864 0.45905827 0.60471554 0.53585694 0.60557538 0.46933627] [-0.15894785] [ 0.27541158 0.49745726 0.63773681 0.40842123 0.34763274 0.68545828 0.39603881 0.4430373 0.46122085 0.43552317] [ 0.47410269] [ 0.72326537 0.40991622 0.65688699 0.25857095 0.3872605 0.35126257 0.6268418 0.67790166 0.45955232 0.26187679] [-0.46140745] [ 0.28067923 0.55573868 0.54559111 0.4792441 0.43758763 0.72516518 0.41722506 0.41434268 0.60569347 0.49261201] [ 0.00475581] [ 0.37045053 0.29841011 0.63874678 0.22032653 0.471587 0.65069769 0.43201047 0.36722466 0.31077369 0.30864832] [ 0.35486961] [ 0.15605803 0.51968443 0.59440878 0.53625827 0.33201835 0.68811126 0.33357289 0.49817854 0.55581263 0.29912613] [-0.82986614] [ 0.27871642 0.53891936 0.64411612 0.25807299 0.3662608 0.55465832 0.50962884 0.60703222 0.50685992 0.30957231] [-0.07050408] [ 0.3300187 0.74667264 0.34804331 0.50811987 0.30231241 0.68125581 0.45812905 0.60326915 0.51629097 0.49910359] [-0.3498684] [ 0.55582895 0.58046284 0.51605624 0.59622793 0.43743894 0.66592146 0.48601309 0.29351712 0.54988189 0.61734053] [-0.13481882] [ 0.59700358 0.40689741 0.5284958 0.5189403 0.37710152 0.51008821 0.46278523 0.42096834 0.58373806 0.5216353 ] [ 0.23967502] [ 0.38285855 0.48007305 0.52241213 0.36832825 0.28096036 0.52699309 0.41836634 0.75226507 0.47031426 0.2397928 ] [ 0.2146442] [ 0.16814097 0.64581797 0.56042282 0.48274695 0.34149261 0.85498442 0.37230613 0.38709677 0.46415234 0.576137 ] [ 0.13108429] [ 0.22711603 0.65748199 0.41244849 0.3268883 0.37874645 0.68549626 0.3915409 0.47786293 0.61304823 0.49766122] [-0.36546405] [ 0.64906994 0.72191456 0.40472912 0.45851547 0.3779056 0.45046362 0.52562322 0.44216013 0.72282765 0.68024242] [-0.55501131] [ 0.35829282 0.65811936 0.50918564 0.66176205 0.4439047 0.54341923 0.42694646 0.55692786 0.64690615 0.47614824] [-0.50162127] [ 0.34332256 0.49480883 0.45672023 0.58777519 0.34371524 0.62319926 0.49007952 0.55235449 0.42962756 0.33383463] [ 0.48205671] [ 0.16178498 0.26622337 0.69087016 0.32238464 0.63443661 0.7882179 0.31075085 0.27605006 0.23873794 0.44379273] [-0.69343338] [ 0.27676739 0.51753774 0.45654692 0.47876464 0.4334906 0.57412336 0.48119894 0.44083075 0.48308948 0.46747001] [-0.93868731] [ 0.72843746 0.64408746 0.54145192 0.30425577 0.37254785 0.33842963 0.65643823 0.63964331 0.68270121 0.40545398] [ 0.06113715] [ 0.72921951 0.56209669 0.58623806 0.43769761 0.47341391 0.38015048 0.50229718 0.5469591 0.60106254 0.44754742] [-0.54663869] [ 0.34645981 0.72484966 0.40479493 0.59502951 0.23183268 0.63309251 0.37891308 0.48442323 0.50837712 0.54061057] [-0.21075676] [ 0.60198798 0.68127923 0.51423479 0.51058657 0.32690475 0.52384382 0.42155056 0.63599668 0.68192704 0.45481946] [-0.05554143] [ 0.2452566 0.48168885 0.6084568 0.38083812 0.44445673 0.74779588 0.34565918 0.36506622 0.40361323 0.43790586] [-0.23148269] [ 0.3349699 0.70641301 0.39020929 0.67359044 0.30382712 0.59216303 0.37148828 0.36694728 0.42941329 0.61633593] [-0.70134089] [ 0.77023164 0.4421308 0.60175678 0.31821482 0.52969064 0.49708951 0.42440079 0.42754599 0.49088007 0.57346302] [ 0.03237683] [ 0.38803596 0.69051382 0.43287194 0.45601707 0.44203695 0.70755672 0.4826212 0.50904795 0.50305806 0.64277424] [-0.19892733] [ 0.28200824 0.56875501 0.43805801 0.66517772 0.47357837 0.67594147 0.41124066 0.46552052 0.53258484 0.44524249] [-0.21949176] [ 0.36514084 0.72734539 0.57984091 0.42254846 0.52239311 0.72703954 0.3994332 0.39734153 0.52557935 0.62358933] [ 0.13492568] [ 0.40187783 0.56437725 0.44348102 0.38905219 0.38202188 0.752897 0.44887026 0.58974864 0.39437043 0.47839328] [ 0.1028239] [ 0.20618035 0.69958324 0.37100222 0.64859348 0.45741724 0.83572968 0.51656517 0.54907323 0.45057415 0.5762995 ] [-0.59612523] [ 0.45853499 0.55791516 0.50134022 0.50156732 0.42101257 0.54932185 0.49577337 0.52028412 0.54938746 0.39592296] [-0.56485182] [ 0.74133119 0.7113648 0.52196702 0.50061423 0.4557535 0.41534597 0.48228988 0.58807517 0.57718996 0.68974019] [ 1.12385179] [ 0.58265767 0.52392258 0.5593727 0.41345508 0.39782763 0.44502869 0.4896027 0.54782021 0.45096025 0.41568952] [-0.05755299] [ 0.42146529 0.37466431 0.60921073 0.3169331 0.39008735 0.44167229 0.61629655 0.6929542 0.4296121 0.23522771] [-0.07737676] [ 0.12022147 0.63716959 0.4323827 0.47446618 0.30980572 0.77014065 0.36842407 0.51266231 0.50879475 0.42078013] [-0.05331416] [ 0.3559988 0.67699701 0.40648092 0.61468608 0.38849485 0.64275593 0.42096757 0.35812863 0.53800603 0.71284299] [-0.46638267] [ 0.37208958 0.46477421 0.68799335 0.39152284 0.62578837 0.66752544 0.46734294 0.39355459 0.48085965 0.42222748] [-0.24792492] [ 0.51669376 0.64843701 0.62109512 0.47114735 0.38123426 0.48591233 0.5004989 0.51068373 0.64499331 0.40601036] [-0.45721746] [ 0.33422585 0.46948393 0.39382433 0.65171256 0.3589942 0.57495587 0.38035645 0.40661283 0.35422825 0.45605917] [ 0.1798244] [ 0.47478229 0.67778266 0.41885882 0.4857244 0.2893443 0.41145738 0.51240364 0.64354411 0.66199794 0.41303204] [-0.87217272] [ 0.1366352 0.31644886 0.60532787 0.52950379 0.33797859 0.54438386 0.42347673 0.61644012 0.42397047 0.18575889] [-0.44754104] [ 0.45671095 0.44522543 0.58982679 0.48977814 0.46623065 0.65602446 0.45236878 0.44786737 0.30624019 0.56910057] [ 0.6806483] [ 0.62888156 0.39077041 0.63201964 0.25554252 0.34596621 0.48516459 0.56676568 0.74047535 0.45616387 0.28201965] [-0.10225205] [ 0.38333433 0.71132432 0.4930047 0.66005041 0.33870268 0.51746583 0.47640422 0.62433651 0.64730396 0.4352025 ] [ 0.13603842] [ 0.17312165 0.68447173 0.37247931 0.58728458 0.42371645 0.82918113 0.3124436 0.56940021 0.47043019 0.5957505 ] [ 0.13575539] [ 0.38304418 0.66387611 0.38708376 0.59971909 0.35733535 0.55759998 0.37015577 0.49624217 0.55046323 0.61005652] [-0.11740978] [ 0.6322259 0.75493306 0.49174325 0.48776916 0.32704909 0.57800243 0.50179115 0.54922898 0.73673838 0.66487305] [-0.11319932] [ 0.25388827 0.28118316 0.73605597 0.24662227 0.43371512 0.7652644 0.44538543 0.40542705 0.31391161 0.34051654] [-0.55144944] [ 0.36545355 0.41670934 0.68130411 0.25783144 0.37694268 0.57183241 0.47019669 0.44815763 0.41518293 0.35753203] [ 0.61029838] [ 0.77768897 0.64381248 0.56362238 0.33966995 0.30909722 0.34799382 0.53337754 0.77342547 0.67606196 0.33290868] [-1.09992403] [ 0.50094166 0.40994605 0.64900722 0.19414387 0.40275953 0.27556476 0.59321567 0.60022946 0.5418227 0.37107474] [-0.34924555] [ 0.29620938 0.67701314 0.40720201 0.72683092 0.22781241 0.59234354 0.47003293 0.63973568 0.53139886 0.45349077] [-0.75241423] [ 0.6310463 0.65518503 0.55451827 0.50882038 0.39702276 0.50760582 0.44063687 0.63878952 0.67477062 0.49334094] [-0.09502111] [ 0.12646904 0.67540476 0.36272182 0.5471454 0.31489281 0.61531444 0.44835579 0.5493829 0.51773789 0.65081352] [-0.4091343] [ 0.60017216 0.72489306 0.44577461 0.4431929 0.18875235 0.3791421 0.53219698 0.75511502 0.65451887 0.33908453] [ 0.06922239] [ 0.40671664 0.15771224 0.7780724 0.2215139 0.57237008 0.47389236 0.45502098 0.3778046 0.28259834 0.24410172] [ 0.21345736] [ 0.28677169 0.49850174 0.50643038 0.4539117 0.53434815 0.71671614 0.51061518 0.34641397 0.47602184 0.56307219] [-0.20864995] [ 0.18733199 0.60957023 0.57469089 0.30693053 0.47281828 0.72216221 0.48249675 0.50137996 0.52449122 0.54815228] [-0.64021943] [ 0.59932168 0.520827 0.57614256 0.46348436 0.22173336 0.33896719 0.4948269 0.65693304 0.50261506 0.32141804] [-0.22204151] [ 0.47408731 0.69295167 0.38812515 0.65574468 0.25798205 0.73691635 0.3551845 0.45004723 0.56262614 0.67608352] [ 0.0253325] [ 0.20200124 0.61237492 0.54606532 0.42067789 0.36703303 0.76799055 0.3567573 0.63994931 0.49496997 0.48324861] [ 0.24070666] [ 0.51129049 0.35815808 0.56757046 0.32790956 0.52155882 0.49056559 0.61402393 0.52737506 0.43940075 0.30152823] [-0.20487391] [ 0.18538667 0.22384655 0.76575856 0.26886801 0.51244773 0.61826765 0.35234925 0.38082846 0.3909379 0.2310149 ] [-0.27093841] [ 0.46103655 0.66114965 0.43963319 0.63490777 0.28059427 0.46467738 0.41314735 0.50006093 0.57526733 0.52108066] [ 0.64088874] [ 0.81049705 0.4168832 0.58099904 0.34069602 0.41989342 0.26408756 0.49250996 0.48099482 0.48198835 0.44244945] [ 0.47638939] [ 0.46137097 0.6766934 0.45384766 0.63318146 0.46778711 0.58907822 0.51946575 0.6256036 0.5945296 0.43006181] [-0.79178233] [ 0.89820738 0.67098846 0.60755869 0.22197851 0.36522141 0.34119472 0.70378687 0.66327291 0.6833612 0.50946487] [-0.61091358] [ 0.74816602 0.68720036 0.53087318 0.36965032 0.31756986 0.53495922 0.55888601 0.61037378 0.59909163 0.49336395] [ 0.34959159] [ 0.05451444 0.68293452 0.49217909 0.51923773 0.38377844 0.83158688 0.35101705 0.37789388 0.56765244 0.53319639] [-0.81188171] [ 0.47953715 0.554544 0.55885979 0.35188344 0.51112706 0.58717511 0.53438051 0.39234388 0.49363321 0.5988737 ] [-0.14206241] [ 0.42188304 0.72569442 0.40980657 0.6235144 0.26334678 0.45797671 0.50726743 0.56735487 0.5597106 0.65201418] [-0.19227081] [ 0.19846148 0.49647089 0.4336594 0.64270864 0.47215753 0.70881492 0.42795973 0.62187424 0.33998526 0.45948701] [-0.60919224] [ 0.78190734 0.54553796 0.59794852 0.37696631 0.34828482 0.34270257 0.55372224 0.42420364 0.64895021 0.4702775 ] [-0.12619032] [ 0.4315959 0.43288112 0.48664972 0.463207 0.34784141 0.31360998 0.47015107 0.52848393 0.55845275 0.25919595] [-0.58871528] [ 0.46278953 0.75119864 0.32371898 0.6754974 0.30546308 0.54681621 0.32882746 0.4533053 0.55713457 0.68174138] [-0.10661184] [ 0.17819615 0.71320196 0.44834166 0.65877477 0.34411073 0.78129064 0.43257526 0.51069795 0.51483675 0.51594918] [-0.0361192] [ 0.21293884 0.6430548 0.40519609 0.61889274 0.41586782 0.80920456 0.47329957 0.53481053 0.50141077 0.54014669] [-0.22766939] [ 0.60451988 0.60057342 0.40712935 0.41351954 0.38214813 0.4840967 0.43511019 0.43472194 0.52435217 0.44516529] [ 0.65277392] [ 0.65807889 0.59719191 0.49356646 0.57169001 0.33712693 0.52147528 0.47938108 0.55247558 0.49506991 0.55539699] [-0.15100548] [ 0.41797887 0.71209307 0.42828805 0.6083058 0.48429524 0.624575 0.48668694 0.31409432 0.48899121 0.63828063] [ 0.37272626] [ 0.07030224 0.44004981 0.57897042 0.42446908 0.56355619 0.83063961 0.44830327 0.3133596 0.43302576 0.4563876 ] [-0.39827791] [ 0.3221093 0.60602483 0.41129494 0.55296195 0.34890797 0.74023153 0.36640102 0.5377865 0.58279577 0.52795409] [-0.20963896] [ 0.27552726 0.3966569 0.64218373 0.49924714 0.45740226 0.75525734 0.43077201 0.42197697 0.30059723 0.43449723] [-0.45050354] [ 0.29588861 0.4057253 0.65081767 0.35614665 0.51729863 0.68480305 0.47364512 0.28522303 0.4924545 0.40531395] [-0.09354246] [ 0.70858746 0.55628645 0.5833258 0.31014692 0.44287037 0.31936412 0.66224327 0.52371969 0.64439601 0.33889264] [-0.66249234] [ 0.72987525 0.52981832 0.63502952 0.51402321 0.4395023 0.47911334 0.4638921 0.61995517 0.60467046 0.43523419] Progress: 91.4% ... Training loss: 0.331 ... Validation loss: 0.520[ 0.34433929] [ 0.28099792 0.58219719 0.52572738 0.65104475 0.42551515 0.65396451 0.40576007 0.50055652 0.51576849 0.38460187] [ 0.35693702] [ 0.29686443 0.65941736 0.42109158 0.70400274 0.57343397 0.66840935 0.40626545 0.34748763 0.457064 0.58096655] [ 0.22508411] [ 0.62778731 0.60057674 0.48582287 0.60821267 0.39200472 0.49703172 0.55209987 0.54825084 0.49848417 0.63317921] [-0.09026043] [ 0.41420899 0.66283171 0.33587952 0.73104521 0.32203897 0.67485295 0.39893586 0.44918982 0.60393491 0.51528844] [-0.23906508] [ 0.61499639 0.66799272 0.40000354 0.42094636 0.32912544 0.522182 0.48954023 0.44681849 0.60129314 0.53965847] [ 0.77627461] [ 0.06381539 0.52077841 0.50411354 0.63781968 0.45430555 0.90382467 0.39025615 0.36873163 0.45830309 0.4746338 ] [-0.50194483] [ 0.40784927 0.78517351 0.35672476 0.5884576 0.23156717 0.6236501 0.45121165 0.46737858 0.65799804 0.6356257 ] [-0.09609815] [ 0.2548508 0.43976298 0.63910703 0.34368431 0.36276724 0.67207835 0.41933854 0.48811061 0.44526224 0.35246731] [ 1.87114264] [ 0.46872236 0.62080206 0.40758018 0.52128179 0.37400906 0.40707902 0.59473987 0.59343324 0.63685172 0.254392 ] [ 0.24342093] [ 0.1722239 0.38430813 0.69440803 0.42232215 0.5102801 0.78172167 0.36124486 0.36310476 0.44967145 0.35741284] [-0.1590352] [ 0.44554764 0.55718849 0.51719383 0.43465323 0.47420438 0.62319426 0.42658251 0.45550138 0.56121603 0.50833758] [-0.1791035] [ 0.66539339 0.36395813 0.65768178 0.28332206 0.51535709 0.58831047 0.49385404 0.53664292 0.47410682 0.44844055] [-0.32367476] [ 0.41100442 0.70459849 0.53384085 0.56221022 0.42139688 0.68660263 0.50309986 0.41189459 0.59548887 0.54703839] [ 0.57785693] [ 0.08661512 0.2898501 0.64197786 0.53854603 0.38511568 0.79746055 0.30213158 0.29645086 0.3102712 0.26420096] [ 0.34408632] [ 0.50798644 0.4860097 0.47333843 0.46035167 0.42243885 0.50273547 0.61631315 0.60836148 0.43217486 0.35334519] [-0.2389303] [ 0.44335725 0.58241475 0.50040326 0.41352887 0.4231539 0.73644138 0.44813972 0.49605707 0.45386346 0.54278138] [ 0.0888321] [ 0.31415934 0.41133182 0.56930075 0.29895786 0.46125707 0.72766538 0.40982873 0.49625726 0.42961927 0.44635396] [ 1.02608423] [ 0.53675497 0.6273999 0.44690652 0.56429817 0.36005357 0.36190821 0.56071675 0.678183 0.6821895 0.28447507] [-0.04328787] [ 0.81142129 0.4528548 0.63222901 0.29185368 0.33409139 0.32900058 0.60409871 0.53136095 0.5321423 0.42586125] [-0.24868491] [ 0.33880966 0.62643305 0.56496027 0.59940649 0.4754234 0.67527293 0.40815291 0.43539387 0.53482979 0.47696489] [ 0.29977469] [ 0.10730234 0.32395131 0.75770584 0.34388134 0.46032577 0.84207463 0.37455219 0.3207008 0.29257489 0.35063242] [ 0.33380507] [ 0.36820972 0.51400142 0.54537304 0.41767048 0.52780005 0.74911859 0.41213463 0.37985311 0.44582907 0.62798433] [ 0.13130438] [ 0.0989253 0.57499512 0.44812742 0.60078583 0.37579604 0.74807705 0.36629042 0.59133716 0.41292248 0.41769355] [ 0.32571341] [ 0.22650836 0.73702937 0.41884231 0.64532968 0.30316075 0.74970148 0.39835454 0.5385157 0.47587895 0.5517786 ] [ 0.25454248] [ 0.27809368 0.29345182 0.57189462 0.42685202 0.56257722 0.70328248 0.37965573 0.54038483 0.46163583 0.35967636] [ 0.55312685] [ 0.32927622 0.626916 0.4046542 0.7037318 0.58155899 0.78425465 0.38431666 0.4761087 0.3489378 0.63987221] [ 0.36037923] [ 0.65709621 0.44741608 0.60220657 0.33454039 0.44540066 0.36838442 0.58630552 0.54884335 0.47962923 0.39704475] [ 0.59725295] [ 0.28698966 0.75509184 0.36126742 0.67665482 0.20915166 0.64981351 0.44175528 0.63350815 0.58312498 0.60408483] [ 0.02933249] [ 0.50205368 0.41478768 0.46812838 0.57477843 0.33154149 0.49533123 0.4842618 0.42380023 0.48744208 0.42008898] [-0.42894761] [ 0.57270703 0.61916098 0.49486514 0.6271603 0.3869124 0.6889573 0.38152591 0.56997427 0.53210693 0.56295582] [ 1.72936195] [ 0.7542535 0.59852751 0.58834201 0.44328981 0.32719828 0.37873307 0.51749158 0.76567052 0.60135363 0.33486569] [ 0.18257036] [ 0.86402595 0.59664606 0.62623306 0.29065178 0.41495488 0.37432932 0.67358588 0.59855409 0.65091612 0.45501179] [ 0.45320361] [ 0.52440484 0.68612977 0.44038476 0.66577205 0.2694924 0.65577922 0.34881936 0.29816547 0.50579999 0.66032692] [ 0.22395088] [ 0.20740955 0.57934306 0.42624927 0.60694918 0.37094248 0.80485593 0.38636265 0.51464923 0.38972054 0.50443123] [-0.21110902] [ 0.44178275 0.31118331 0.53594883 0.47772705 0.59827449 0.78294224 0.36530427 0.61445282 0.38965685 0.43118492] [-0.00793016] [ 0.66798244 0.34992016 0.70911757 0.30185222 0.57671999 0.3778476 0.44688148 0.50170951 0.38506585 0.47279799] [ 0.60950089] [ 0.15638138 0.55997656 0.5490062 0.43946827 0.53052942 0.75715132 0.33059233 0.31051567 0.3738445 0.5660337 ] [ 0.12268414] [ 0.39490599 0.84001804 0.35812276 0.71422316 0.41896422 0.69259407 0.40104213 0.47285764 0.55463887 0.72839525] [ 1.25848175] [ 0.19683529 0.64074684 0.34319852 0.50459173 0.33640663 0.506622 0.45144202 0.60597409 0.61780095 0.21166599] [ 0.89214154] [ 0.58121046 0.58056162 0.58970792 0.34516895 0.44919579 0.56844931 0.51810756 0.54642694 0.56377119 0.46459302] [ 0.36545707] [ 0.17981585 0.34017636 0.67363706 0.33889063 0.47553995 0.71734294 0.35582632 0.29623906 0.34376244 0.33586093] [-0.23501923] [ 0.45813983 0.67134869 0.42971221 0.47887522 0.56143804 0.59354699 0.45978918 0.42066957 0.49825114 0.66406142] [-0.23135] [ 0.45852227 0.2843617 0.70778868 0.30112847 0.40434094 0.70529774 0.42348068 0.46023964 0.46383348 0.31438483] [-0.03055762] [ 0.48596529 0.63167611 0.46780459 0.51030574 0.38857228 0.58975306 0.37925969 0.49925418 0.49851098 0.42488992] [ 0.33486713] [ 0.57304315 0.44282448 0.58212497 0.42869477 0.60028656 0.55451259 0.58083709 0.45632334 0.45746844 0.37774248] [-0.00250671] [ 0.6746866 0.72001301 0.5124655 0.37536199 0.33023051 0.53972454 0.56655306 0.54546321 0.59336818 0.51222586] [ 0.21295489] [ 0.26231083 0.26155471 0.65539376 0.28770766 0.42366391 0.74907362 0.4380379 0.40852278 0.3343094 0.29358758] [ 0.34967402] [ 0.2028661 0.53900375 0.58046927 0.4480368 0.48326385 0.70932523 0.32301423 0.49336669 0.54377693 0.47412954] [ 0.27206746] [ 0.37902361 0.6956093 0.51628023 0.68733651 0.38593325 0.66522129 0.41679764 0.5436004 0.55419156 0.45119606] [ 0.02643599] [ 0.33205192 0.39690967 0.55463421 0.6298206 0.61488522 0.73441204 0.44196862 0.40446388 0.41611437 0.42406176] [-0.23694378] [ 0.34338912 0.37578801 0.67855575 0.276203 0.3504349 0.67872396 0.462759 0.44532603 0.40064231 0.30617379] [-0.13118444] [ 0.37112167 0.45368768 0.64833189 0.25297767 0.48081992 0.68030027 0.37722946 0.56419931 0.57657099 0.44773401] [-0.55131064] [ 0.18204192 0.5978791 0.46697266 0.42621333 0.32851437 0.55507166 0.48371084 0.65411993 0.57935867 0.1989923 ] [ 0.14949685] [ 0.27158237 0.48626795 0.63180906 0.20251711 0.50942871 0.61692687 0.49795849 0.55102345 0.52830956 0.34106927] [-0.04542436] [ 0.53703428 0.62710934 0.39432642 0.53401242 0.33893661 0.33989183 0.43612899 0.44047069 0.55060137 0.55417541] [-0.3319377] [ 0.49573835 0.66706317 0.48845478 0.66142179 0.41910562 0.6478883 0.40458165 0.49354217 0.57143202 0.51847438] [-0.51070203] [ 0.37105619 0.40539763 0.67835618 0.23154803 0.57581035 0.51698067 0.54190071 0.5065254 0.50562306 0.35731763] [-0.43145778] [ 0.2891091 0.57124522 0.5944078 0.38353746 0.34322043 0.57128582 0.46186178 0.46355777 0.56186165 0.36287183] [-0.51763004] [ 0.68505548 0.58772903 0.68148099 0.13559328 0.474821 0.46311268 0.53859626 0.66794329 0.59254616 0.43412555] [-0.344083] [ 0.44007058 0.46990412 0.52293888 0.41317125 0.56268419 0.64307039 0.55620754 0.30344253 0.5025202 0.47869335] [ 1.3019515] [ 0.63927686 0.51551311 0.56481661 0.46375399 0.37736166 0.50566146 0.42678509 0.40713877 0.5947809 0.57450522] [ 0.53710429] [ 0.11452874 0.62096084 0.39577994 0.4082123 0.42419785 0.82874321 0.30155289 0.45536915 0.40562951 0.56668103] [ 0.56997656] [ 0.75044722 0.25263893 0.60043829 0.22914788 0.53532608 0.25269046 0.5503587 0.36432894 0.47016314 0.30900053] [ 0.19475635] [ 0.4045314 0.67760773 0.45739848 0.53675045 0.34336411 0.51559732 0.40107878 0.47429904 0.50080933 0.57664251] [ 0.17399494] [ 0.34151391 0.54147839 0.49284162 0.46866067 0.4336711 0.74694361 0.3720885 0.39045021 0.49925578 0.65164747] [ 0.3671826] [ 0.49213111 0.61082 0.55172559 0.55362351 0.49236121 0.52091605 0.52742695 0.47762775 0.60137125 0.59819274] [ 0.78106755] [ 0.18638996 0.45082634 0.58372805 0.54956861 0.3241547 0.71096729 0.38954972 0.52734542 0.57079099 0.3019515 ] [ 0.33000244] [ 0.33704889 0.6588298 0.48267159 0.5369843 0.29047229 0.54566145 0.42416838 0.49545837 0.45690693 0.53546651] [ 0.52915039] [ 0.25277251 0.46654664 0.45728118 0.62180525 0.47053296 0.81983303 0.42974763 0.46370245 0.34750481 0.56935816] [-0.05565165] [ 0.36013236 0.57890075 0.42410054 0.58894923 0.29577975 0.63188196 0.37562135 0.58352157 0.5906983 0.53961666] [ 1.01392084] [ 0.558956 0.58176679 0.49990684 0.44388196 0.28910207 0.46545029 0.49223544 0.55180695 0.52388564 0.45364578] [ 0.09556289] [ 0.75938297 0.51353116 0.66142924 0.25436259 0.54731295 0.52489323 0.6193482 0.46318709 0.49324206 0.62057721] [ 0.19265367] [ 0.26227838 0.50290766 0.4343655 0.49156763 0.42837054 0.55518375 0.45235117 0.45982309 0.4892507 0.31474442] [-0.43513807] [ 0.67870355 0.62002342 0.51490575 0.39139664 0.50295622 0.36375252 0.57433933 0.50252437 0.54577606 0.58503065] [ 0.66202707] [ 0.2633455 0.56950423 0.41471434 0.47348445 0.42605454 0.40513915 0.52143139 0.62126903 0.45984126 0.52501599] [ 0.14741523] [ 0.34873036 0.55971046 0.5294137 0.43657415 0.5036078 0.69857182 0.46794021 0.37090492 0.49582094 0.6325558 ] [ 0.00887202] [ 0.67440042 0.55425557 0.57718641 0.46908784 0.37968061 0.46836192 0.49135146 0.6645216 0.59769001 0.37154401] [-0.58345594] [ 0.21235351 0.52709254 0.49209405 0.48489371 0.31584229 0.58126669 0.47495211 0.77735893 0.53703921 0.24390924] [ 0.35519754] [ 0.49810339 0.44057676 0.67349555 0.40810932 0.54696081 0.53598754 0.50302888 0.51561914 0.50374492 0.35542443] [-0.14670735] [ 0.44038218 0.27456207 0.65783053 0.17497003 0.47734748 0.50466091 0.56800788 0.72395541 0.49608032 0.3576955 ] [ 0.658836] [ 0.09461261 0.3822381 0.68965088 0.4360778 0.54023428 0.84643264 0.39929223 0.33443319 0.36061365 0.51366828] [ 0.80385591] [ 0.11407229 0.36260598 0.5719182 0.49789255 0.59525033 0.81915189 0.25318825 0.45129249 0.29327738 0.59712434] [-0.43214032] [ 0.75730474 0.50118008 0.56166897 0.37127582 0.44209458 0.53336655 0.42680598 0.50590177 0.57429166 0.63965136] [ 2.1653287] [ 0.70513252 0.7029278 0.47106049 0.38189101 0.24122583 0.3234945 0.61681046 0.74127669 0.68010672 0.27688513] [-0.17635494] [ 0.38239127 0.75317658 0.33293951 0.59719494 0.4036228 0.61287105 0.33015644 0.44590602 0.56312105 0.61018759] [-0.34007064] [ 0.12730973 0.62408614 0.59854869 0.43444745 0.31593788 0.74430386 0.40519952 0.53419784 0.49139161 0.38747087] [ 0.16819603] [ 0.17366264 0.48544125 0.36704644 0.64268387 0.31414641 0.68028991 0.38842878 0.60699398 0.45320271 0.35678095] [-0.62599493] [ 0.28911578 0.60937967 0.52498095 0.38476873 0.35266599 0.51796077 0.45115626 0.70749093 0.61040607 0.32739045] [ 0.26379534] [ 0.15224735 0.49312585 0.51778414 0.45945815 0.33620459 0.80237378 0.37958788 0.47403457 0.37840365 0.43543978] [ 0.65802327] [ 0.77733441 0.54117867 0.54615616 0.2558253 0.44717479 0.4274692 0.56846564 0.5283094 0.55842853 0.42557748] [ 0.40033756] [ 0.10580415 0.49384622 0.52136325 0.56077464 0.41737667 0.75311033 0.33607674 0.44247144 0.43267959 0.45329106] [-0.02369451] [ 0.34243673 0.49778121 0.42388444 0.60812536 0.42619984 0.66132808 0.39821108 0.42546593 0.50271613 0.49314069] [-0.11982827] [ 0.33719803 0.37691152 0.60640083 0.37611493 0.50718674 0.64577633 0.48847634 0.57155981 0.44645168 0.42234915] [ 0.38217614] [ 0.11788977 0.50190703 0.44554784 0.59749379 0.46701212 0.82037488 0.40990565 0.53854061 0.31509047 0.4263305 ] [ 0.49095653] [ 0.13458701 0.54781152 0.47599389 0.59525725 0.44272871 0.70995915 0.30530716 0.50539611 0.57325825 0.434651 ] [-0.04036172] [ 0.64570821 0.4391416 0.58370844 0.39773773 0.50868429 0.38813885 0.49127264 0.47781291 0.43353847 0.42161889] [-0.0373892] [ 0.16543675 0.40849078 0.65134957 0.40268744 0.49450307 0.63365176 0.40416452 0.33290567 0.48184938 0.34119825] [-0.1518716] [ 0.22256619 0.45213719 0.45875032 0.53321783 0.38224886 0.74122635 0.40613695 0.5448133 0.39101704 0.35940329] [ 0.24601956] [ 0.3545871 0.50765594 0.5920001 0.33712043 0.46901196 0.65197442 0.44195707 0.56572892 0.49184251 0.56485883] [ 0.16296963] [ 0.63843068 0.24624689 0.76276837 0.23334102 0.58262623 0.42666992 0.45836675 0.45380353 0.30268376 0.37065408] [ 0.15814853] [ 0.44004765 0.60066353 0.58663925 0.53784569 0.50421214 0.76171866 0.46449757 0.35504455 0.45405057 0.61068663] [ 0.34494118] [ 0.30917119 0.82450258 0.3684985 0.71856555 0.41356827 0.67693726 0.43376895 0.44025322 0.52473754 0.76103031] [ 0.33746858] [ 0.18151829 0.49153958 0.55817231 0.48378131 0.42777863 0.75799815 0.47146907 0.39359652 0.4388042 0.46865291] [ 0.25989046] [ 0.84773028 0.45426202 0.60168079 0.34378412 0.27061878 0.2489913 0.60278043 0.57608789 0.57125375 0.33589809] [-0.72420241] [ 0.87391215 0.60177817 0.49058474 0.46622043 0.33953312 0.3225358 0.52442227 0.38148149 0.6006633 0.54985286] [ 1.14762835] [ 0.66628675 0.51844979 0.56121384 0.29309251 0.30781396 0.39614825 0.5339388 0.57177861 0.54408182 0.37309251] [ 0.4579212] [ 0.33303344 0.60662787 0.39537014 0.7055852 0.31072394 0.62094025 0.43556505 0.33750496 0.62409165 0.63945635] [-0.21786903] [ 0.63430874 0.68964677 0.49937488 0.51856821 0.49917602 0.64290392 0.54076893 0.43344734 0.58522851 0.67199433] [ 0.43892947] [ 0.24639248 0.58711397 0.52314311 0.50918862 0.43809851 0.77661401 0.43280845 0.36579125 0.47753838 0.58828474] [ 0.11931817] [ 0.56344181 0.41664985 0.61836839 0.33767246 0.47030786 0.49144366 0.60823634 0.49910032 0.44476772 0.39786323] [-0.06062595] [ 0.68648077 0.58339791 0.53631916 0.52940509 0.39728124 0.51274556 0.42158059 0.64111965 0.53737043 0.49712474] [-0.18658288] [ 0.41594305 0.74530795 0.35123205 0.66172053 0.29545986 0.59751271 0.3678459 0.45651786 0.61861387 0.56324901] [-0.04613117] [ 0.27063464 0.60807342 0.41541662 0.60384493 0.44277778 0.63583673 0.46070713 0.5382443 0.48756693 0.48903868] [ 0.14005807] [ 0.43944738 0.61805297 0.41120739 0.51304264 0.39832368 0.6574122 0.35922984 0.49494397 0.50308926 0.65472849] [ 0.11177314] [ 0.21740841 0.40054991 0.65000332 0.3004318 0.56919768 0.63990837 0.3690286 0.50835716 0.36854032 0.54355886] [-1.5117551] [ 0.44741441 0.17669898 0.61943342 0.38455701 0.47823668 0.43494623 0.45914919 0.5992451 0.30281672 0.22536159] [-0.23028393] [ 0.37397958 0.58516531 0.47640209 0.57242362 0.46871445 0.70053563 0.41808588 0.46540837 0.58030704 0.52845261] [ 0.13911065] [ 0.35523189 0.7269649 0.57598829 0.42736118 0.52880141 0.73913837 0.39343572 0.38396632 0.51822035 0.63542453] [ 0.08628093] [ 0.47945819 0.62616018 0.46254597 0.29597139 0.3360138 0.50489712 0.5450771 0.4491554 0.50964662 0.5194329 ] [-0.17278174] [ 0.45221365 0.63655499 0.39742784 0.52697288 0.29079855 0.60799772 0.52384454 0.59710146 0.48985165 0.44968584] [-0.20474244] [ 0.11369631 0.37903399 0.51420196 0.56647058 0.40732248 0.54852841 0.45873508 0.51500999 0.47358354 0.43258971] [ 0.11620734] [ 0.2895033 0.41632732 0.43380921 0.55471208 0.25153466 0.53296938 0.38869121 0.75818036 0.46349149 0.20086749] [-0.73260617] [ 0.38315275 0.77776255 0.39394651 0.57437459 0.27285983 0.50656572 0.40118368 0.58593569 0.59187505 0.55096459] [ 0.27980891] [ 0.24355245 0.66777121 0.49527683 0.6267057 0.52831077 0.73526484 0.41770629 0.38626052 0.54742513 0.56410134] [-0.53308944] [ 0.21306277 0.46447005 0.5525806 0.31728556 0.36056248 0.55214559 0.38998869 0.5260728 0.4566535 0.23262075] [ 0.80482015] [ 0.41071107 0.46455223 0.48388066 0.56845764 0.4512837 0.60133792 0.36187941 0.47947609 0.47340827 0.50458276] [ 0.09433353] [ 0.22469326 0.52557131 0.45321614 0.53230454 0.42336791 0.57803549 0.44371505 0.48232454 0.53452705 0.25172268] [ 0.46035924] [ 0.35053213 0.54649879 0.54837588 0.42689859 0.36334156 0.58294579 0.51162795 0.61212822 0.44316877 0.35986972] Progress: 91.7% ... Training loss: 0.293 ... Validation loss: 0.473[-0.50209708] [ 0.37247611 0.61498239 0.57566125 0.30681978 0.42834848 0.53415733 0.48073342 0.57074211 0.60071715 0.52471222] [-0.6251014] [ 0.52100224 0.68301817 0.50878534 0.63945638 0.37755359 0.66733544 0.46763873 0.43841522 0.55282122 0.53596913] [-0.89041225] [ 0.52516747 0.6437115 0.36622887 0.55762553 0.38423925 0.6183123 0.41009963 0.58993977 0.55100693 0.45416354] [-0.15029816] [ 0.06357102 0.47360591 0.5568113 0.5956715 0.36082509 0.83741542 0.38383263 0.51276453 0.36923189 0.27730718] [ 0.21419876] [ 0.42965682 0.56909619 0.4600336 0.53369666 0.42796461 0.64778893 0.40528259 0.4539084 0.60909162 0.56390272] [ 1.58734989] [ 0.57362899 0.57237263 0.53894416 0.32402558 0.2522484 0.47100851 0.46912417 0.76878612 0.66742496 0.3174677 ] [-0.19124333] [ 0.6010427 0.34726955 0.53208465 0.3379138 0.39971433 0.39070518 0.4968716 0.43257464 0.4282097 0.35070497] [-0.03562506] [ 0.11024592 0.48761789 0.57074837 0.49938402 0.39129923 0.76113796 0.39390285 0.38146682 0.38834334 0.38649894] [ 0.63124762] [ 0.45102892 0.52208651 0.56645141 0.25391718 0.43906491 0.6344302 0.45575153 0.58469745 0.49653381 0.42855122] [ 0.25971486] [ 0.50599879 0.64366126 0.41622878 0.59685251 0.27486992 0.44798829 0.54357996 0.69984726 0.53187544 0.36058349] [ 0.69988185] [ 0.73350177 0.60019932 0.57573682 0.46018259 0.35264655 0.42321306 0.46473709 0.52923389 0.53222349 0.40797641] [-0.01542517] [ 0.686893 0.64514942 0.38625767 0.44103645 0.31688607 0.65305836 0.42283942 0.41417087 0.51698349 0.64460742] [-0.20784791] [ 0.6189588 0.64636077 0.45232914 0.40748737 0.31048827 0.35220265 0.44005856 0.51124291 0.53028118 0.51984189] [-0.27103311] [ 0.43318528 0.51347935 0.47198959 0.54950012 0.47504759 0.68338034 0.42294148 0.52005221 0.49694492 0.50246389] [-0.03562506] [ 0.11024592 0.48761789 0.57074837 0.49938402 0.39129923 0.76113796 0.39390285 0.38146682 0.38834334 0.38649894] [ 0.36236508] [ 0.25318702 0.56582101 0.42584599 0.49803472 0.35545397 0.5130905 0.46267832 0.6108504 0.47624723 0.21696639] [ 0.50043317] [ 0.256423 0.62768521 0.40857871 0.66840552 0.51487045 0.750435 0.4222637 0.59499495 0.46936164 0.57699604] [-0.54636598] [ 0.22456817 0.45922044 0.57403526 0.36945095 0.34005658 0.58879788 0.44411128 0.45622847 0.45440797 0.32772643] [-0.03383837] [ 0.4595593 0.60882303 0.43710446 0.65487921 0.35552071 0.76706782 0.44530578 0.51435411 0.46117579 0.6422225 ] [-0.18620359] [ 0.54868372 0.32847463 0.64483203 0.3245423 0.49437659 0.58508446 0.51563468 0.52896725 0.31120962 0.42684153] [-0.44097389] [ 0.69099806 0.52256161 0.60539136 0.38447372 0.54629662 0.54129344 0.49698958 0.33155693 0.58880003 0.58260381] [-0.05072015] [ 0.51875684 0.68071532 0.39405437 0.58898606 0.39050125 0.64245336 0.35992196 0.36755876 0.50768487 0.70688805] [ 0.19892287] [ 0.45224221 0.75385149 0.45739816 0.470873 0.34675701 0.67602366 0.43974617 0.35996104 0.62032643 0.69852431] [ 0.35569993] [ 0.14751463 0.43606167 0.6710443 0.33488383 0.56575597 0.80494121 0.38007967 0.25955497 0.34404882 0.45187965] [ 1.39410778] [ 0.72229494 0.54088666 0.60229615 0.31838675 0.42485411 0.40868486 0.52376003 0.4550938 0.67391735 0.52868332] [ 0.25761045] [ 0.63787222 0.63139986 0.39081889 0.4847154 0.31479022 0.52196909 0.44199125 0.36551599 0.55308346 0.47072704] [-0.26123061] [ 0.29345054 0.55458941 0.3960009 0.68807317 0.26428984 0.44223616 0.46034427 0.44923156 0.56772969 0.37411089] [ 1.80757937] [ 0.76492813 0.41864496 0.53474905 0.28693445 0.38533904 0.21803149 0.56683718 0.53770509 0.5925753 0.25758105] [ 0.27485503] [ 0.54605099 0.62255213 0.36702552 0.59678397 0.25757899 0.26300674 0.50480749 0.5375555 0.65853125 0.34025153] [-0.42563436] [ 0.60987936 0.74438394 0.41387954 0.65156351 0.32386582 0.53785702 0.39796352 0.39463488 0.68328349 0.60131978] [ 0.23346653] [ 0.1252463 0.65069945 0.4754092 0.59598476 0.30347201 0.79363464 0.28496418 0.47002856 0.49496207 0.4442889 ] [-0.56242596] [ 0.80364396 0.66346633 0.45218596 0.37351878 0.34769118 0.33218568 0.49372007 0.50637142 0.58868704 0.58382078] [-0.25617893] [ 0.24878333 0.2977634 0.73138593 0.29553219 0.45316962 0.75424701 0.44602632 0.37463532 0.34647121 0.30882871] [-0.56841906] [ 0.3446977 0.65552999 0.42237042 0.44841172 0.28711091 0.45850828 0.53877961 0.70826763 0.62741693 0.32550449] [ 0.01284774] [ 0.33388813 0.71453397 0.37813014 0.55285938 0.41196637 0.65702123 0.38348271 0.47667905 0.54047777 0.50671745] [-0.01899793] [ 0.15779357 0.38306083 0.72216723 0.29390394 0.42818363 0.68772967 0.43733607 0.451333 0.39476478 0.21539522] [ 1.45531807] [ 0.54071632 0.72136025 0.37866117 0.53224586 0.26363525 0.2619884 0.47887197 0.65569481 0.67871311 0.39102895] [-0.01311364] [ 0.29822649 0.65004019 0.32498941 0.68315648 0.31697713 0.60279089 0.29744919 0.35525884 0.51313426 0.51287667] [-0.26799018] [ 0.6869948 0.48213573 0.50525253 0.41456844 0.47637419 0.40177738 0.56287958 0.35409388 0.6295198 0.46318888] [ 0.0943681] [ 0.31121141 0.62035585 0.44239353 0.61984957 0.28768793 0.6440615 0.43009601 0.59486884 0.49302763 0.40512037] [-0.0768427] [ 0.12751841 0.44258273 0.47450232 0.67044381 0.40687179 0.79654143 0.38408918 0.4881353 0.42075154 0.32562054] [ 0.09990269] [ 0.22415089 0.54271339 0.55311345 0.44235997 0.34551614 0.64519584 0.46919425 0.53852129 0.51652418 0.38135439] [-0.90754267] [ 0.1640319 0.6322355 0.4529558 0.44995633 0.3068149 0.60933231 0.35798906 0.62702787 0.46098034 0.30568694] [-0.07528558] [ 0.22414515 0.49531074 0.57330603 0.43655399 0.35991418 0.64783043 0.46659222 0.52900636 0.49022337 0.36625885] [-0.29834294] [ 0.33935562 0.66240419 0.40394418 0.58555564 0.50584258 0.62622017 0.41575171 0.47276994 0.49503925 0.62049937] [-0.45229001] [ 0.21516624 0.51831937 0.61299692 0.27536386 0.48042581 0.50766623 0.41869634 0.47373529 0.43314559 0.42468908] [ 0.32093808] [ 0.66984954 0.41352996 0.58508911 0.39705809 0.43770125 0.42684957 0.40949357 0.39806762 0.4084012 0.52654697] [-0.02969647] [ 0.46110598 0.56913382 0.44404073 0.62749082 0.38852224 0.67882935 0.48309371 0.67638478 0.49158505 0.46818802] [-0.24453622] [ 0.27092022 0.57860033 0.52891229 0.45405473 0.41955787 0.66527466 0.57495167 0.55554734 0.47905186 0.5200902 ] [ 0.16131328] [ 0.54877405 0.6531861 0.5423624 0.57534633 0.38591952 0.54580915 0.56345155 0.54235973 0.5906887 0.55118195] [-0.87730571] [ 0.82358845 0.45348237 0.53522466 0.32671147 0.43745864 0.32848528 0.6176215 0.41869168 0.58071358 0.53542594] [-0.06104085] [ 0.31576222 0.60100606 0.43009321 0.57478268 0.34127838 0.7074666 0.40212308 0.70845631 0.49183131 0.40256507] [-0.48639149] [ 0.75110127 0.5925238 0.5479645 0.3825222 0.47455056 0.45765492 0.47327023 0.42745017 0.63897702 0.62224314] [-0.18973059] [ 0.76481004 0.52197754 0.62176303 0.34177176 0.49548133 0.47912037 0.49616096 0.50688657 0.58066807 0.4486332 ] [ 0.11770285] [ 0.34576067 0.25610061 0.62207135 0.28569957 0.44973674 0.63837013 0.41064823 0.4558876 0.30754576 0.37412967] [-0.29721785] [ 0.62834416 0.50727996 0.57171553 0.26170687 0.44326193 0.51934393 0.54295019 0.5726644 0.49521201 0.40581107] [-0.54442788] [ 0.09345946 0.64922646 0.5401159 0.48783967 0.32441268 0.69987796 0.37412514 0.55516682 0.4901323 0.36401649] [-0.27934352] [ 0.54960466 0.60338908 0.45070439 0.29159231 0.43268458 0.63026545 0.51981962 0.48076341 0.44746572 0.47953383] [ 0.33032494] [ 0.1816352 0.3437059 0.75115664 0.32180911 0.47581349 0.76557664 0.42669193 0.41537391 0.43720674 0.36369521] [-0.15232494] [ 0.39030543 0.62312567 0.39353123 0.68743862 0.24151886 0.53299595 0.33308714 0.41655843 0.55199246 0.47176461] [-0.08113016] [ 0.33932367 0.57688053 0.46940905 0.59824306 0.4445062 0.66498496 0.39778876 0.4894408 0.50723889 0.46506951] [ 0.33835085] [ 0.65286543 0.52016345 0.55178541 0.47386461 0.29081738 0.41990926 0.47638191 0.40766134 0.56183226 0.43432323] [ 0.27937871] [ 0.417195 0.57425209 0.35103563 0.56729879 0.39598797 0.66065627 0.47424779 0.49255582 0.45610461 0.50527038] [-0.18517552] [ 0.26078497 0.58626859 0.57097463 0.33788407 0.38287641 0.55166393 0.41489403 0.40807131 0.5669885 0.35934311] [-0.62514374] [ 0.49725245 0.4560965 0.57403393 0.48198526 0.52960124 0.66033292 0.39838108 0.42917387 0.40951349 0.46647601] [-0.45106404] [ 0.38343585 0.78090995 0.48239499 0.55443439 0.43764769 0.64426726 0.52737672 0.48338763 0.63439183 0.64913428] [ 0.46818728] [ 0.38984937 0.66399531 0.48524405 0.45586606 0.31358509 0.61840434 0.4667913 0.67545726 0.49830902 0.39766541] [-0.12374356] [ 0.35466524 0.75785467 0.39635863 0.61980844 0.27731054 0.51671939 0.38549171 0.53729229 0.56362676 0.58005331] [-0.45827749] [ 0.65140289 0.55514627 0.63095849 0.36364014 0.46852377 0.47574489 0.54247537 0.40194026 0.62946956 0.58288044] [-1.17280342] [ 0.25840344 0.50815803 0.50719848 0.32614495 0.3432744 0.55350188 0.50008539 0.75252479 0.57394535 0.24261471] [-0.1163873] [ 0.25687499 0.39646679 0.62296609 0.34123451 0.4877206 0.81465881 0.3458917 0.43357695 0.36193252 0.45772328] [-0.08523316] [ 0.48035299 0.64478315 0.43376955 0.52037411 0.30049698 0.41139409 0.37726883 0.48066572 0.60991623 0.4480691 ] [ 2.12433227] [ 0.66620595 0.69509818 0.46738191 0.41768164 0.25319188 0.33534575 0.46435894 0.50687696 0.57225968 0.4924078 ] [-0.76336113] [ 0.34409882 0.59027797 0.5626625 0.44742807 0.38216377 0.62696168 0.4585892 0.53335372 0.41496595 0.43033933] [-0.0935268] [ 0.21913533 0.80381392 0.22500081 0.69006168 0.32779459 0.7799498 0.43711307 0.6276981 0.5132575 0.56398279] [-0.18311635] [ 0.2530148 0.3638264 0.59855661 0.47067552 0.33991239 0.69123351 0.44000725 0.4422788 0.41791373 0.33262413] [-0.55738145] [ 0.66952531 0.68067885 0.47727064 0.40877269 0.40382221 0.56651543 0.54323413 0.55190059 0.52520741 0.64326062] [ 0.49966849] [ 0.20918185 0.65502209 0.39892157 0.61460501 0.3544117 0.62172707 0.40789593 0.56531516 0.49131211 0.47527282] [ 0.2439801] [ 0.68205439 0.59507729 0.55564856 0.37897821 0.43159401 0.41363729 0.63465344 0.39732193 0.62574205 0.52330065] [-0.18375397] [ 0.58541555 0.67355211 0.51529534 0.60918788 0.45387204 0.41803435 0.4967197 0.52995251 0.70451358 0.40452278] [-0.21175725] [ 0.82027715 0.4708554 0.61309569 0.29340629 0.48566362 0.3657868 0.57701788 0.37951946 0.55323851 0.510721 ] [ 0.45446649] [ 0.05852267 0.67685552 0.46391543 0.63775868 0.32021346 0.87450621 0.24866474 0.46787539 0.46553907 0.51665563] [-0.56053714] [ 0.83641283 0.58910457 0.52001706 0.31476787 0.28825242 0.36450164 0.56618937 0.40777496 0.57155668 0.50834249] [-0.49651085] [ 0.25813599 0.46214811 0.66151523 0.34277551 0.52782113 0.69609058 0.43569196 0.43575948 0.50503392 0.46227708] [-0.54906211] [ 0.39597212 0.67353757 0.30484923 0.62298295 0.31388478 0.63128403 0.35125779 0.53595337 0.50551732 0.57890027] [ 0.01837198] [ 0.2702739 0.48036043 0.51725691 0.47660241 0.45923816 0.68765216 0.4124593 0.60348732 0.57934446 0.40406845] [-0.32529779] [ 0.2366243 0.77576135 0.33764644 0.71356995 0.38032382 0.61716522 0.36840053 0.49481554 0.55694831 0.54168298] [ 1.3103707] [ 0.68607754 0.51598629 0.54273109 0.40544562 0.32821856 0.48047789 0.4730603 0.37438797 0.47577431 0.51823652] [-0.66782576] [ 0.36675834 0.48590386 0.64270638 0.19016782 0.38418682 0.54591345 0.51480452 0.67408586 0.5868581 0.34787068] [ 0.87476421] [ 0.70574403 0.6256774 0.54078929 0.49964642 0.34880041 0.42204529 0.48160868 0.59194779 0.56339519 0.41997558] [ 0.57294733] [ 0.73953609 0.63996611 0.5599113 0.26622089 0.39888618 0.45297552 0.62416688 0.46537977 0.65807935 0.58301947] [ 0.49619907] [ 0.53161536 0.55683804 0.43418505 0.42219074 0.34411371 0.63978639 0.44499184 0.37931856 0.47507212 0.57280717] [-0.1310602] [ 0.167689 0.65737888 0.54234677 0.42128232 0.34484939 0.74580355 0.41800922 0.57006305 0.55925324 0.44929541] [-1.81997753] [ 0.65270122 0.74968876 0.45674489 0.3904775 0.26552119 0.30692825 0.5774675 0.55494931 0.75063338 0.37162745] [-0.68769144] [ 0.76037234 0.39870933 0.61821385 0.27169806 0.48060767 0.55504637 0.52927737 0.50705387 0.48671188 0.42584723] [ 0.38660965] [ 0.39199007 0.63399537 0.53119055 0.40503234 0.35430395 0.62460422 0.51913145 0.63216742 0.43516627 0.43421002] [ 0.48172458] [ 0.62861058 0.51569233 0.48378359 0.4759912 0.38379917 0.34369204 0.45988252 0.42810941 0.55743212 0.40684715] [-0.89594143] [ 0.51277043 0.46199763 0.66895217 0.36641765 0.25406796 0.41436817 0.54169731 0.66461409 0.56564294 0.220402 ] [-0.46041118] [ 0.42489092 0.51079723 0.54795326 0.40112248 0.41285935 0.6447586 0.46472367 0.65623377 0.39495809 0.47683938] [-1.01693178] [ 0.12135217 0.46169692 0.52782232 0.44816034 0.29216553 0.54622207 0.42538343 0.63613195 0.55043549 0.20733387] [-0.09031488] [ 0.30919181 0.43985315 0.57770757 0.45057691 0.53969833 0.71995332 0.34954723 0.54654654 0.52254049 0.38465556] [ 0.28915661] [ 0.12963139 0.53463034 0.5664001 0.47782086 0.49155998 0.87586678 0.35570702 0.49619395 0.48806573 0.56573648] [-0.26418768] [ 0.47355076 0.53315995 0.50114882 0.57286405 0.33221021 0.549701 0.33030271 0.35940874 0.43064268 0.48407106] [ 0.70898811] [ 0.4563495 0.36696359 0.6579339 0.27015543 0.55343858 0.64778263 0.41662908 0.57926704 0.53397344 0.44278323] [-0.55882625] [ 0.26562004 0.58334199 0.64888622 0.37108852 0.49600731 0.60646938 0.45419912 0.4752203 0.48453639 0.48170667] [-0.56974953] [ 0.63619501 0.50767847 0.47493103 0.41220897 0.4331466 0.4569416 0.48910756 0.37670867 0.48916846 0.4841875 ] [ 0.10784003] [ 0.328986 0.69865081 0.39243013 0.65911871 0.35853282 0.71987706 0.47699886 0.48514433 0.45093748 0.56115155] [-0.00544027] [ 0.09398779 0.35058067 0.5091591 0.66431642 0.3590463 0.70535909 0.32842463 0.47632882 0.4036953 0.34182331] [-0.21765384] [ 0.26134466 0.69723985 0.38997382 0.62260768 0.35180048 0.64245644 0.42347045 0.61460156 0.48661361 0.59855012] [ 0.13351299] [ 0.25159764 0.69087051 0.30927547 0.69966631 0.38184572 0.69519061 0.44384482 0.44271047 0.38563273 0.64030082] [ 0.31381165] [ 0.10812572 0.34496194 0.60187909 0.50336464 0.31416608 0.70720566 0.33125541 0.43394372 0.49765005 0.19326954] [-0.40411724] [ 0.36838529 0.79077566 0.40347065 0.52864311 0.41948436 0.72391208 0.42207364 0.53420442 0.5726598 0.64075737] [-0.06588022] [ 0.15631811 0.62875612 0.48100326 0.5556263 0.44545131 0.67369112 0.38898196 0.32438952 0.45051591 0.42071451] [-0.2095738] [ 0.69820449 0.55580989 0.60190057 0.41271739 0.52063869 0.57782757 0.57394381 0.4797162 0.60534677 0.57686329] [ 0.36921283] [ 0.17202792 0.63483163 0.49781975 0.5131635 0.46756827 0.74614821 0.33114113 0.35169911 0.42757468 0.58638373] [ 0.04445185] [ 0.23110001 0.72814215 0.43669303 0.68483524 0.45376101 0.7133761 0.38752928 0.48775543 0.48220687 0.6220153 ] [-0.59103727] [ 0.54982353 0.48738036 0.45569281 0.46049072 0.32891567 0.42916396 0.44869455 0.56993848 0.46314924 0.43679407] [ 0.28279383] [ 0.61765422 0.59776812 0.58318625 0.55904887 0.51406894 0.53741349 0.40873275 0.5140976 0.57409465 0.53875351] [ 0.07510771] [ 0.59070501 0.62309209 0.52696391 0.29836741 0.54758223 0.66919642 0.47272441 0.45438388 0.46067236 0.59203685] [ 0.15672392] [ 0.20974559 0.61355692 0.40474225 0.4991756 0.51057569 0.74925138 0.41721389 0.50218281 0.44781748 0.6903118 ] [-0.40250008] [ 0.25954617 0.6452001 0.3190704 0.67163181 0.39780966 0.65401712 0.48301268 0.5466519 0.37934237 0.45328828] [ 0.53081833] [ 0.79880731 0.65433971 0.5373683 0.2723703 0.34235014 0.3107734 0.57712239 0.61347133 0.59900639 0.49977069] [ 0.10968951] [ 0.35054742 0.26940866 0.7170867 0.24633002 0.5094862 0.5602438 0.4354928 0.37247455 0.43341627 0.25783454] [ 0.16294167] [ 0.09490611 0.45335114 0.50292071 0.64123621 0.42512216 0.73269513 0.47403257 0.5388494 0.40249042 0.54627026] [-0.62239867] [ 0.35059037 0.65905608 0.45194408 0.58447381 0.42817418 0.62945222 0.48010483 0.47726001 0.65074783 0.52773415] [-0.62836131] [ 0.35500016 0.31747312 0.69897018 0.30478672 0.49541746 0.52005658 0.49352852 0.43984508 0.4074247 0.37682795] [-0.31484045] [ 0.59061718 0.47273768 0.61756781 0.32207557 0.45631847 0.6452827 0.49318303 0.60681877 0.50154841 0.50348311] [-0.10374011] [ 0.41676014 0.66932853 0.55257789 0.25912145 0.42052776 0.52860271 0.43553093 0.46261607 0.64622731 0.47174575] Progress: 92.0% ... Training loss: 0.289 ... Validation loss: 0.468[-0.27771537] [ 0.40352656 0.51261801 0.50493375 0.46750237 0.26644068 0.35302046 0.50974464 0.65276177 0.51479705 0.29230594] [ 0.17185526] [ 0.32892657 0.66467768 0.42084619 0.68698007 0.30106969 0.52591672 0.43991583 0.50102113 0.64008507 0.46382784] [ 0.24118468] [ 0.51367425 0.60328736 0.44736156 0.57297131 0.33245272 0.35153114 0.48023839 0.52869534 0.54186203 0.54281596] [-0.17437412] [ 0.60004246 0.60827869 0.49995084 0.51313814 0.4510291 0.39602632 0.63217721 0.48584419 0.5723464 0.55673841] [ 0.46629476] [ 0.58336288 0.40071312 0.50482287 0.34249342 0.39575077 0.3389291 0.5760648 0.55350928 0.52387815 0.25185406] [-0.59872725] [ 0.83713665 0.42530332 0.65309435 0.38968213 0.54633429 0.52260062 0.48633436 0.54612724 0.43781381 0.59325737] [ 0.01686337] [ 0.24623659 0.36465365 0.73565969 0.32202843 0.43688126 0.73684848 0.38182901 0.40244162 0.48238415 0.39654547] [-0.34214316] [ 0.52316385 0.60451833 0.4983299 0.48026091 0.36878619 0.5508567 0.48422597 0.59097759 0.537145 0.52627514] [ 0.79535268] [ 0.37433278 0.61827536 0.39973299 0.54286837 0.28872397 0.42472661 0.44755346 0.57744861 0.55723968 0.38013752] [ 0.90441706] [ 0.41457005 0.72838898 0.45849372 0.44184888 0.33887036 0.49849302 0.46084148 0.57740739 0.54908037 0.47044834] [-0.59376907] [ 0.64603552 0.36787307 0.66000906 0.20059488 0.44232098 0.52508085 0.56917473 0.65402166 0.4373114 0.34685868] [-0.29216292] [ 0.75131616 0.5013464 0.66113903 0.26832494 0.52948146 0.58383129 0.60421925 0.4441118 0.57271417 0.57301201] [ 0.10441924] [ 0.37235157 0.64794563 0.40003196 0.66309107 0.35069291 0.55778602 0.47823485 0.60154634 0.47319593 0.54456853] [-0.26888295] [ 0.64353637 0.5008318 0.59388018 0.36331183 0.39085304 0.41851504 0.48138462 0.47301685 0.58422328 0.42597194] [ 0.42652153] [ 0.17341619 0.42042158 0.64884351 0.40649493 0.43569455 0.77291641 0.41309021 0.45305294 0.51487758 0.38637797] [-0.26731338] [ 0.70639513 0.48753328 0.48686114 0.35862768 0.41458718 0.34740488 0.51229132 0.3870457 0.51226219 0.38326282] [-0.74946239] [ 0.4650715 0.50321691 0.5740154 0.27968868 0.32403411 0.50870195 0.45219336 0.72869633 0.5934673 0.28150353] [ 0.01596669] [ 0.57807096 0.57005582 0.52893634 0.47511629 0.47913428 0.60259956 0.56678949 0.59585658 0.60104665 0.50032658] [-0.46408637] [ 0.42409581 0.70073616 0.4948588 0.54340987 0.36956606 0.67347928 0.38600153 0.54756108 0.57267218 0.56252412] [-0.37441966] [ 0.12641186 0.53094472 0.66000492 0.36546814 0.36460784 0.76695528 0.42062353 0.43085366 0.44939082 0.33275405] [-0.06948172] [ 0.20303742 0.48154383 0.58186673 0.45331346 0.44182343 0.73108929 0.39114514 0.35380136 0.45528157 0.38270009] [-0.07485449] [ 0.24112233 0.53565234 0.51910943 0.53210047 0.45167676 0.79688355 0.44480679 0.51218836 0.45003281 0.4699894 ] [ 0.10301682] [ 0.56285032 0.61625967 0.49528446 0.4516025 0.50692127 0.66100389 0.50466271 0.55159931 0.43377557 0.53847113] [-1.40316266] [ 0.36509536 0.56637228 0.52221326 0.32357632 0.26942033 0.47144664 0.46465825 0.6612018 0.52412293 0.28427008] [ 0.0840462] [ 0.40163975 0.3570359 0.57783682 0.50068515 0.40459037 0.57876275 0.42458184 0.48329003 0.44629687 0.42243827] [-0.04956662] [ 0.39219162 0.7769438 0.33367073 0.60620936 0.42719649 0.67317306 0.33918527 0.44097681 0.56251154 0.70743208] [ 0.75070334] [ 0.13832668 0.4704659 0.40313294 0.57617395 0.46805161 0.79239253 0.36330433 0.45772621 0.31449172 0.48600879] [ 0.06465321] [ 0.34420823 0.51744474 0.45568643 0.65100672 0.49560093 0.71696029 0.36539635 0.54712141 0.47094145 0.5512114 ] [ 0.00035435] [ 0.46441178 0.50984192 0.62701841 0.51136542 0.46215477 0.65605796 0.44376876 0.51534767 0.42501227 0.43577454] [ 0.11320692] [ 0.42276775 0.63670409 0.38449398 0.63057219 0.26795716 0.61343158 0.46531899 0.70046164 0.49438605 0.43180415] [-0.45263021] [ 0.84037844 0.56699887 0.64107637 0.23537181 0.49142346 0.54509111 0.63601976 0.4315326 0.48720523 0.61431705] [ 0.08218901] [ 0.80079251 0.27412467 0.65209379 0.26609968 0.48250615 0.37376174 0.5061369 0.40957224 0.475876 0.39625299] [-0.59247588] [ 0.27722927 0.39678622 0.717299 0.30072899 0.36713746 0.55678609 0.48786647 0.60532896 0.43413838 0.31299112] [ 0.50517028] [ 0.19979654 0.36644822 0.71053435 0.4783428 0.3997806 0.6804478 0.41305586 0.44564677 0.51660092 0.24693355] [-0.28683993] [ 0.43471929 0.70640086 0.35106958 0.69234055 0.24715465 0.51208514 0.41176202 0.54010459 0.5973479 0.4989029 ] [ 0.94123836] [ 0.58621538 0.6616443 0.47617515 0.45989955 0.40776008 0.32622009 0.46699223 0.49869714 0.66738422 0.33761693] [ 0.52551137] [ 0.15871865 0.53577657 0.55817801 0.31941503 0.58020014 0.82350405 0.35108786 0.34648449 0.36210721 0.59174515] [ 0.17152316] [ 0.32736155 0.68943807 0.34103186 0.60852707 0.36013137 0.64008718 0.34724478 0.40315909 0.47203038 0.63654427] [-0.07207444] [ 0.42244706 0.65743207 0.4984159 0.49831738 0.26734648 0.50960345 0.5195318 0.64169614 0.57513819 0.35463803] [ 0.01583258] [ 0.4232787 0.53083464 0.50812178 0.52129558 0.4756817 0.6221987 0.51074234 0.53496824 0.52248241 0.64300482] [-0.0525305] [ 0.33130892 0.59068311 0.3639301 0.64262692 0.46544405 0.5403443 0.38604307 0.31665883 0.42245603 0.59787836] [-0.20963694] [ 0.55333453 0.59986823 0.42164028 0.50425926 0.39435895 0.45666296 0.5021767 0.52057168 0.59356201 0.48225152] [-0.59783046] [ 0.78284111 0.47453775 0.55653952 0.44852633 0.39175426 0.42033091 0.44125022 0.36055571 0.54416967 0.48079694] [ 0.09545688] [ 0.43185532 0.5117452 0.43584786 0.53649425 0.48223088 0.72927342 0.38702329 0.52740355 0.434723 0.50594646] [ 0.13211249] [ 0.22113012 0.52173571 0.50131782 0.40953011 0.29598317 0.80282775 0.36547297 0.52515761 0.46204442 0.36489225] [-0.00267682] [ 0.3841268 0.59888534 0.59609917 0.49818151 0.44456364 0.67329089 0.43541558 0.5274972 0.46379499 0.44930148] [-0.16559787] [ 0.27980182 0.79912424 0.39270481 0.62099577 0.38567685 0.68287514 0.44963672 0.45096424 0.53762744 0.59539525] [ 0.43800068] [ 0.29017254 0.5786787 0.41242447 0.60445061 0.36322835 0.61322841 0.39329978 0.6880838 0.51542156 0.46628639] [-0.38173818] [ 0.43501974 0.72770114 0.35771795 0.62008962 0.24035622 0.43470645 0.51987138 0.56818911 0.68191516 0.43074764] [-0.71533637] [ 0.65147378 0.48530036 0.60648518 0.32555986 0.47740601 0.41107124 0.60873021 0.47546036 0.47891067 0.40919951] [ 1.29024165] [ 0.56017292 0.66612709 0.47588363 0.47000074 0.33496438 0.40111649 0.45612177 0.52514207 0.56551004 0.40922835] [-0.69179007] [ 0.2821517 0.67847737 0.34873057 0.69796275 0.30351858 0.70707245 0.45645416 0.73729923 0.59095126 0.498836 ] [-0.09280356] [ 0.36652765 0.4178776 0.45338825 0.46936783 0.41917929 0.54044804 0.50198848 0.53547593 0.43295635 0.36194758] [ 0.41706744] [ 0.26710714 0.35872093 0.63210284 0.30142706 0.49511311 0.63368676 0.39196921 0.47413569 0.40410509 0.3130088 ] [-1.44198708] [ 0.60504664 0.74648129 0.49245149 0.47242307 0.29042969 0.37418211 0.58091002 0.62713106 0.71080998 0.32591934] [-0.34378204] [ 0.68239152 0.46239393 0.55513757 0.322674 0.41857941 0.44878868 0.55003984 0.54232681 0.48208401 0.39743904] [-0.52636835] [ 0.58188379 0.56411274 0.50339266 0.39361953 0.42923395 0.39168847 0.53427776 0.57325052 0.58630665 0.4619562 ] [ 0.1101105] [ 0.3454613 0.5433622 0.52032819 0.58497015 0.36123285 0.74735863 0.4193299 0.39916687 0.47943302 0.63181686] [ 0.7097647] [ 0.59951039 0.72968216 0.56809749 0.47109413 0.43370383 0.54841164 0.4212913 0.54441561 0.68200346 0.60127843] [-0.41389098] [ 0.64984673 0.47424005 0.61929024 0.32619533 0.50139601 0.50879233 0.61362008 0.48692095 0.50570147 0.41422526] [ 0.44918882] [ 0.59481846 0.75768833 0.50125005 0.47268833 0.4059703 0.52809905 0.53626724 0.58035678 0.61325497 0.64790711] [-0.3359637] [ 0.21299245 0.59613923 0.46396854 0.58989533 0.34763298 0.70726837 0.43340103 0.54665857 0.51417239 0.35268024] [-0.04389464] [ 0.2233385 0.69516309 0.39792294 0.6252142 0.3654502 0.71041416 0.35260868 0.4708043 0.50674811 0.55880827] [ 0.676643] [ 0.39778517 0.44533966 0.53929651 0.35555998 0.40940056 0.64266317 0.45508449 0.73976102 0.55388005 0.2930366 ] [ 0.22630333] [ 0.13010782 0.39849495 0.60107914 0.38427831 0.48125068 0.76737541 0.38275002 0.31148009 0.39994076 0.41277028] [ 0.2579006] [ 0.41976069 0.65304132 0.44556682 0.56412705 0.20674039 0.48562358 0.50575171 0.65245498 0.61945914 0.44467716] [-0.22356563] [ 0.37320359 0.7525347 0.452515 0.55143102 0.34289944 0.72288198 0.4604205 0.51588242 0.59580488 0.58184984] [-0.49286335] [ 0.53267219 0.49897932 0.55064979 0.43800827 0.43841668 0.43037544 0.44026997 0.54807234 0.4711975 0.40674999] [ 0.09901456] [ 0.31103361 0.73595185 0.43635875 0.63022282 0.49928639 0.72994866 0.32944193 0.53670496 0.51257877 0.66093082] [ 0.44605403] [ 0.33496807 0.57195206 0.57326568 0.48163481 0.36342182 0.61678375 0.40329316 0.58086901 0.62828182 0.41985622] [ 1.56877756] [ 0.7647117 0.53236308 0.57351488 0.33661503 0.34033641 0.239068 0.55411708 0.60995281 0.58783396 0.29310329] [-0.09063459] [ 0.26467597 0.5247549 0.55747028 0.50379929 0.53182772 0.73980667 0.49934314 0.40222392 0.46136997 0.42975549] [ 0.14647968] [ 0.409383 0.71929434 0.4041869 0.59480696 0.4857384 0.71355582 0.41931951 0.40428007 0.52497761 0.68010124] [ 0.8493996] [ 0.35125017 0.46759527 0.45673696 0.43912174 0.37753676 0.42017218 0.54854955 0.57700123 0.41498356 0.43645056] [ 0.10737057] [ 0.30106805 0.5483904 0.50679737 0.61805638 0.46045164 0.60348935 0.52177581 0.55434187 0.52807303 0.49460038] [ 0.13835145] [ 0.61167551 0.58058744 0.5428386 0.39942794 0.44359445 0.40193724 0.5820773 0.51314855 0.49902822 0.51277977] [ 0.82289428] [ 0.55454567 0.72515284 0.56317945 0.44653596 0.43521753 0.60074094 0.56097069 0.52287763 0.57252333 0.54123074] [-0.01932941] [ 0.86575059 0.44405646 0.61004277 0.34766102 0.39872356 0.41926529 0.48816695 0.28762089 0.54580655 0.5503437 ] [ 0.09230567] [ 0.14641584 0.65477746 0.5577699 0.32918465 0.43251522 0.71247331 0.50439924 0.43175294 0.51661256 0.51287897] [-0.08066709] [ 0.25870468 0.45623983 0.61774487 0.31742992 0.44306488 0.75884431 0.38314347 0.45532454 0.49846573 0.4280711 ] [ 0.40639497] [ 0.49161837 0.67672887 0.43052647 0.58755445 0.3414564 0.42078436 0.4469653 0.52077867 0.56553826 0.63100069] [-0.40822797] [ 0.38661397 0.62765508 0.44808584 0.62932746 0.45753556 0.56983707 0.39666627 0.4850029 0.52472922 0.55531086] [ 0.425267] [ 0.53065471 0.55875081 0.53919733 0.30331837 0.3568311 0.51602307 0.50505966 0.74190466 0.65066938 0.30918126] [-0.44140871] [ 0.4495147 0.582269 0.50271729 0.40928554 0.41933862 0.72857147 0.45172343 0.50326258 0.45801602 0.53554795] [ 0.68563077] [ 0.63919917 0.75891641 0.5219147 0.44573507 0.39665784 0.52369227 0.52225638 0.52603356 0.60073772 0.64774308] [ 0.24110948] [ 0.18023246 0.52410683 0.59422329 0.46421913 0.38345454 0.58169833 0.43054727 0.45768722 0.58271658 0.36389745] [-1.36926841] [ 0.27299285 0.39486405 0.51547173 0.6071741 0.32014962 0.52689569 0.47150279 0.7252469 0.37063635 0.17201367] [ 0.83798295] [ 0.31870763 0.61066317 0.50511212 0.46846184 0.30950017 0.52417964 0.38339582 0.51627019 0.45018451 0.49995053] [-0.8589504] [ 0.77212776 0.61224769 0.52126315 0.39681567 0.50367677 0.37336186 0.43994748 0.40163986 0.56141679 0.68965107] [-0.14938465] [ 0.23449391 0.67587218 0.49144465 0.52256842 0.28465196 0.6511949 0.37848174 0.57985088 0.67304868 0.4301625 ] [ 0.10758848] [ 0.27194299 0.335994 0.69372499 0.25543496 0.47821535 0.65233264 0.44332791 0.37804733 0.34264523 0.34673957] [ 0.44856227] [ 0.08781557 0.33194641 0.52590716 0.59725853 0.5498879 0.70267685 0.49212504 0.46722406 0.30297102 0.55219122] [ 0.22425828] [ 0.53510294 0.60670607 0.45222281 0.65946998 0.41425824 0.57989909 0.47347439 0.40729833 0.57910465 0.52566162] [ 0.09967436] [ 0.6077257 0.58380476 0.51492523 0.46641718 0.39042334 0.41239666 0.44268057 0.51561141 0.45498417 0.59516156] [ 0.12524172] [ 0.50062442 0.63173344 0.35781633 0.57595852 0.24431288 0.52815689 0.38687293 0.44428501 0.54342979 0.44577375] [-0.25752463] [ 0.52075009 0.42178491 0.52279722 0.29012741 0.46785026 0.64657088 0.4841374 0.54520506 0.45863402 0.42904676] [ 0.74529121] [ 0.7656352 0.37113723 0.58441177 0.2740889 0.38212079 0.21366382 0.60312729 0.5902229 0.52628624 0.27548584] [-0.36875853] [ 0.31564023 0.61212304 0.33950021 0.43648878 0.39366657 0.58955706 0.42819925 0.58341232 0.50534342 0.34267794] [-0.11937089] [ 0.27404189 0.58561156 0.5707429 0.40166125 0.37821231 0.69298666 0.43734237 0.60506188 0.51463007 0.48923204] [ 0.22042715] [ 0.54235649 0.68453349 0.39835106 0.59473945 0.32079215 0.54657211 0.417418 0.40336706 0.58438512 0.6507922 ] [ 0.27166582] [ 0.50603591 0.78897062 0.35260269 0.55754258 0.22324278 0.47411908 0.56539593 0.75137708 0.68169327 0.39375862] [-0.27877514] [ 0.3607765 0.57004397 0.39466611 0.55995623 0.32771471 0.64284657 0.4265711 0.56373165 0.45002287 0.39107289] [ 0.55488345] [ 0.21649074 0.72717163 0.32881384 0.69825908 0.33287225 0.77614059 0.43954839 0.51971822 0.5237425 0.5637147 ] [-0.7081745] [ 0.23373329 0.51366183 0.48839259 0.48797467 0.3528619 0.53099987 0.52408284 0.62379809 0.51183311 0.27272721] [ 0.54471767] [ 0.80873698 0.44564537 0.5979703 0.31232092 0.41553986 0.47979352 0.52985946 0.34558626 0.56265095 0.56802064] [-0.28842128] [ 0.48833932 0.59093172 0.40125157 0.57985544 0.32209784 0.63708464 0.5075812 0.55093885 0.47738663 0.50419181] [-0.24901684] [ 0.74279865 0.59830057 0.53182784 0.24484438 0.29655337 0.43383199 0.52064581 0.52101457 0.50008071 0.46874842] [ 0.05572279] [ 0.38403407 0.49769041 0.62498771 0.31916627 0.40449665 0.48095493 0.5288782 0.46307973 0.57911161 0.26196288] [-0.51145831] [ 0.68475333 0.75282942 0.53493186 0.41358789 0.46016163 0.70525512 0.54309601 0.38367854 0.54335616 0.74853499] [ 0.02483853] [ 0.12762518 0.61733779 0.51177764 0.62106826 0.28508632 0.81210563 0.35357279 0.45586186 0.54997527 0.39055536] [ 0.95572741] [ 0.56643931 0.72217216 0.32889311 0.52048964 0.29444573 0.22473166 0.5186844 0.6084084 0.70119594 0.3906967 ] [ 0.48045919] [ 0.18029254 0.26113121 0.78070924 0.32214029 0.49135583 0.75606806 0.44695949 0.41757218 0.41360147 0.33506548] [-0.45607793] [ 0.43743098 0.77498325 0.43848262 0.54912005 0.46650048 0.54515721 0.48853099 0.4020159 0.51352099 0.67208934] [-0.361909] [ 0.75196251 0.63240422 0.60750346 0.32892677 0.45115569 0.50967844 0.56510008 0.53015149 0.66390036 0.56056963] [-0.17235014] [ 0.28258474 0.66414426 0.43911978 0.55479663 0.2742499 0.59207276 0.42169741 0.44759721 0.58863501 0.5087544 ] [-0.16443704] [ 0.49935212 0.38401242 0.56476924 0.33255511 0.45552592 0.65135514 0.47126665 0.43908629 0.30512803 0.3946186 ] [ 0.39579385] [ 0.62073408 0.6889409 0.46969091 0.44746967 0.2290516 0.46991459 0.46410353 0.48716333 0.52576983 0.53037847] [-0.64824542] [ 0.37148212 0.37817721 0.51996064 0.49096065 0.48069858 0.61502119 0.51264657 0.37910149 0.45629116 0.35552368] [ 0.14562477] [ 0.58563651 0.62747398 0.48839419 0.53455021 0.27272043 0.61715022 0.42978265 0.45127823 0.52653583 0.52731361] [ 0.65913132] [ 0.4919192 0.3308195 0.67145159 0.36208086 0.55545229 0.57097203 0.46721446 0.46985665 0.36902883 0.37032565] [-0.35093215] [ 0.28385143 0.54236442 0.4393504 0.46277786 0.47266727 0.63288268 0.40137649 0.44801712 0.38680878 0.40857261] [ 0.90343288] [ 0.65026048 0.80397386 0.47463058 0.4563024 0.28394124 0.40626322 0.52458795 0.688438 0.74688927 0.4667429 ] [ 0.43588501] [ 0.76192004 0.51712664 0.60444708 0.42299491 0.43180629 0.31471 0.47426143 0.50185923 0.58565546 0.33846818] [ 0.42868026] [ 0.70060833 0.47441331 0.56165555 0.29389765 0.38395776 0.24684555 0.51098769 0.4622303 0.50797716 0.4090255 ] [-0.5625542] [ 0.54692176 0.70365903 0.47785507 0.57985502 0.38914354 0.64138269 0.42362653 0.53331995 0.57483191 0.57635124] [-0.60503811] [ 0.81144735 0.40966392 0.66321023 0.43941297 0.49147844 0.50010888 0.44983444 0.60275739 0.56438907 0.47672539] [-0.59411825] [ 0.31201582 0.3515917 0.67589076 0.16708943 0.52340304 0.49205336 0.55146193 0.44031542 0.48864582 0.23174978] [ 0.33197306] [ 0.6181779 0.58203027 0.50469539 0.36194445 0.24599649 0.41966544 0.52399359 0.54706209 0.51405202 0.42055897] Progress: 92.3% ... Training loss: 0.291 ... Validation loss: 0.472[ 0.11493377] [ 0.11651633 0.54506562 0.4444035 0.65912978 0.32310425 0.86037595 0.36791641 0.5048841 0.43008694 0.41166875] [-0.27887862] [ 0.54244204 0.38836742 0.71038978 0.36333451 0.62442774 0.5286179 0.39863474 0.4190966 0.47922048 0.35668821] [ 1.68932546] [ 0.70515158 0.48610254 0.49426451 0.38441979 0.29961443 0.27960365 0.51412382 0.67780221 0.56989497 0.28968997] [-0.95885011] [ 0.43848459 0.58960098 0.45521079 0.57818717 0.37130416 0.61670542 0.50604996 0.6949943 0.52145276 0.35972008] [ 0.4469407] [ 0.64305806 0.61261984 0.46415827 0.54774796 0.23912563 0.51074105 0.46637175 0.56070359 0.62654376 0.49340603] [-0.29254375] [ 0.31135472 0.55479042 0.44344511 0.66510654 0.42667336 0.71589995 0.46333424 0.64418029 0.50674544 0.42300966] [-0.1981416] [ 0.3404443 0.6370065 0.31792703 0.66095846 0.32458173 0.61129144 0.36170829 0.42649716 0.54318965 0.54900339] [-0.05444434] [ 0.53860066 0.81340793 0.32590799 0.47994817 0.31631777 0.58142997 0.47302753 0.48583991 0.64696737 0.73867565] [-0.40771549] [ 0.60554998 0.60640983 0.51169331 0.50985418 0.47271107 0.55557944 0.44752241 0.52679197 0.53082227 0.54389016] [ 0.54873799] [ 0.66631904 0.49393004 0.56216536 0.39721688 0.42039541 0.39960341 0.52046412 0.47302379 0.56124422 0.42652868] [ 0.60697156] [ 0.10357973 0.38548535 0.42752309 0.50188058 0.55269687 0.7813524 0.40572848 0.42483566 0.27829779 0.57481863] [-0.05120261] [ 0.45282065 0.70875469 0.42188062 0.58366934 0.32203811 0.72953471 0.44268655 0.44361899 0.60086285 0.70892686] [ 0.16724706] [ 0.4202705 0.55756785 0.49792442 0.62424447 0.57030102 0.7423184 0.36618953 0.58636467 0.46777571 0.52394583] [ 0.07754572] [ 0.29843473 0.26621665 0.6233114 0.33124079 0.49224981 0.60643927 0.41003037 0.42969771 0.35907225 0.30420355] [-0.23396264] [ 0.23540978 0.41602382 0.46181519 0.55482438 0.38404114 0.68545471 0.3486623 0.4692875 0.52614412 0.36687123] [ 0.04459186] [ 0.21847933 0.16230101 0.81989469 0.21360924 0.58201956 0.7843471 0.43089863 0.37806178 0.34840039 0.35508049] [ 0.81573275] [ 0.29488328 0.62806673 0.36835685 0.5123131 0.33055298 0.58892229 0.47919284 0.73878375 0.6694884 0.30782638] [ 0.22868298] [ 0.18003324 0.46956537 0.54874816 0.36627511 0.37021099 0.86115521 0.36032217 0.47370431 0.39617889 0.4421544 ] [-0.02663574] [ 0.30726026 0.62370488 0.39451536 0.58204288 0.35242215 0.60467901 0.40418645 0.41898175 0.46577889 0.64556238] [-0.23817779] [ 0.65744518 0.49253892 0.47834508 0.50015762 0.385146 0.4500548 0.55220297 0.52666992 0.58386792 0.31013802] [-0.20245044] [ 0.33073621 0.66987778 0.32125448 0.69708749 0.27951958 0.68684944 0.41396586 0.47406109 0.53656493 0.53056412] [-0.22126316] [ 0.3637166 0.65368353 0.47365487 0.58627661 0.30807845 0.54805487 0.52743814 0.63492784 0.53599024 0.43126102] [ 1.29024951] [ 0.76331756 0.63088793 0.4769366 0.482059 0.26017018 0.26478103 0.52896973 0.50512656 0.64966168 0.47526611] [ 0.13183592] [ 0.21659389 0.49023031 0.452853 0.6035458 0.38673013 0.6979306 0.38781424 0.41683878 0.41527727 0.38821096] [-1.00502918] [ 0.8479095 0.69212566 0.49094462 0.34363532 0.31868958 0.38706103 0.6042522 0.49409725 0.76084382 0.58746717] [ 0.34575175] [ 0.63648047 0.57799828 0.54314266 0.33788684 0.52463254 0.46095293 0.56554278 0.59843565 0.60206857 0.39301485] [-1.34671695] [ 0.58092358 0.54613048 0.48066848 0.50779401 0.23795118 0.28426487 0.53002655 0.64715866 0.5943146 0.25199738] [-0.31007682] [ 0.10973541 0.37877017 0.51287072 0.56714573 0.40733034 0.56078687 0.45624587 0.51350316 0.47112938 0.43106827] [ 1.08487407] [ 0.72724528 0.55392661 0.57515208 0.23778683 0.49408552 0.55465293 0.64198498 0.66206709 0.52851699 0.45438954] [ 0.11078739] [ 0.52139023 0.47410158 0.50789072 0.49784394 0.43168828 0.56502382 0.56205084 0.57883412 0.45121888 0.66313624] [-0.72347838] [ 0.75207648 0.59814813 0.51694256 0.55297259 0.35053037 0.49543399 0.45810163 0.41575185 0.66710901 0.60272842] [ 0.59527737] [ 0.56015596 0.6348727 0.47606458 0.47963185 0.37794299 0.38387936 0.3844167 0.48658021 0.62088118 0.44655896] [ 0.44483085] [ 0.09121397 0.49726908 0.59283711 0.37241879 0.49381677 0.87367328 0.34492996 0.41115966 0.3817432 0.53452187] [-0.41833475] [ 0.21415658 0.61627338 0.47526964 0.49612689 0.42689406 0.59281398 0.38184328 0.56157976 0.59167901 0.3901879 ] [ 0.61980328] [ 0.76003332 0.49226298 0.61062472 0.21958379 0.26051761 0.22728721 0.5574331 0.58876221 0.5561192 0.26805757] [ 0.16194836] [ 0.1694026 0.32011228 0.58480299 0.37428604 0.55914464 0.81158147 0.4528395 0.49079818 0.45455156 0.6010722 ] [-0.22423685] [ 0.35681777 0.46379561 0.68304909 0.3975154 0.63462945 0.69041597 0.45804287 0.37333242 0.46957887 0.43862192] [ 0.21965824] [ 0.10841338 0.45952128 0.58930697 0.47338403 0.35461711 0.80022246 0.41587973 0.42328796 0.42242941 0.31677627] [-0.20022576] [ 0.4863462 0.50898888 0.56010919 0.60336263 0.53335216 0.59385139 0.42547318 0.51230401 0.60417855 0.48252944] [-0.61303253] [ 0.35461221 0.56256563 0.47300792 0.6176822 0.38317435 0.57934411 0.40841196 0.44701681 0.53597109 0.47473368] [ 0.55490746] [ 0.61099289 0.52078426 0.540256 0.48298604 0.34152823 0.48545818 0.53212024 0.41407139 0.53752237 0.54282719] [-0.47927497] [ 0.53507901 0.6383223 0.4783515 0.48190511 0.39830461 0.51405313 0.40993271 0.49297364 0.60794828 0.57794411] [-0.87572354] [ 0.74523832 0.56266963 0.63358363 0.34693296 0.37701235 0.36383128 0.52008264 0.64477489 0.59282259 0.37286742] [ 0.05614731] [ 0.13449614 0.56471589 0.45506579 0.55578049 0.42861514 0.67691131 0.48547897 0.56894363 0.52394639 0.25104485] [ 0.37509144] [ 0.22527747 0.46924593 0.59956865 0.34419589 0.36653678 0.49613008 0.39043434 0.41988065 0.52581607 0.22766841] [-0.3085356] [ 0.17538889 0.68458446 0.29766681 0.64622445 0.36567874 0.67383067 0.36545177 0.65354129 0.47702218 0.38948682] [-1.42082984] [ 0.55455498 0.71300758 0.47990613 0.55668928 0.32344512 0.34147355 0.5162165 0.711955 0.70093606 0.28826164] [-0.44211615] [ 0.48992948 0.4581098 0.48590154 0.47839618 0.61608245 0.5590881 0.53234905 0.26952427 0.35131638 0.4710828 ] [ 0.19141282] [ 0.54257823 0.57556161 0.47994569 0.52527005 0.40787761 0.35667487 0.46834849 0.44421365 0.65432554 0.38206255] [-0.02281399] [ 0.1885255 0.5918686 0.29863376 0.65759686 0.35676413 0.60525538 0.32791581 0.54301598 0.47424308 0.4884017 ] [-0.46077619] [ 0.32432368 0.57527373 0.57865883 0.46308395 0.48128052 0.68140143 0.45600936 0.46213682 0.56660037 0.50816149] [-0.1814906] [ 0.26216667 0.69724007 0.39021372 0.62206109 0.35145199 0.64200361 0.42389114 0.61534157 0.48715053 0.59687946] [-0.17037483] [ 0.23560364 0.447861 0.67060077 0.32904623 0.37911419 0.71864926 0.40507877 0.49555627 0.55270878 0.36016337] [-0.32055212] [ 0.25203381 0.34247427 0.64127652 0.46985843 0.37807377 0.69574787 0.37063251 0.39026764 0.3994131 0.33684645] [-0.08710167] [ 0.56460881 0.62515468 0.46609033 0.44753546 0.32827101 0.37467908 0.40818955 0.46539062 0.60724939 0.44797926] [-0.55568383] [ 0.6699675 0.71952675 0.42000815 0.47553289 0.26990774 0.40201797 0.4644105 0.50817471 0.61463279 0.56104303] [-0.0089931] [ 0.09649659 0.52084519 0.4931503 0.57837945 0.3520885 0.8191977 0.40283308 0.58924087 0.43120281 0.41580216] [-0.31881755] [ 0.3069097 0.61675637 0.44861686 0.57626257 0.31849693 0.5537009 0.47889481 0.559011 0.55222075 0.54285859] [ 0.0007072] [ 0.45835335 0.76567012 0.32184317 0.47337587 0.28506724 0.67934736 0.47521677 0.61028125 0.53266475 0.55852151] [-0.53672566] [ 0.61496826 0.66865353 0.45623541 0.43838124 0.37645998 0.35776304 0.45442619 0.52647623 0.59174548 0.48754634] [-0.16434196] [ 0.48178889 0.57780165 0.44771313 0.48428997 0.35370524 0.49067914 0.57312265 0.45789347 0.50385017 0.55946348] [-0.39749614] [ 0.38690201 0.64151073 0.49162457 0.50815074 0.38874171 0.69984545 0.40226674 0.47000809 0.59804523 0.52400297] [ 0.04724473] [ 0.38390699 0.56047932 0.43826377 0.57635042 0.46479874 0.6307047 0.37511188 0.33852238 0.36620376 0.63550664] [ 0.61826271] [ 0.43250458 0.37709869 0.60061668 0.36486953 0.42475263 0.54058935 0.56827561 0.62906198 0.41037968 0.25676074] [-0.47934412] [ 0.56579108 0.67697747 0.5982032 0.21590978 0.42254568 0.55726076 0.4593569 0.5760868 0.5541219 0.46278901] [-0.54736083] [ 0.34468706 0.79921994 0.41844291 0.69176217 0.31323789 0.66757013 0.36489767 0.58071682 0.66968859 0.53457677] [-0.75008982] [ 0.58718146 0.61027797 0.52291859 0.63929459 0.38452491 0.67893975 0.36919366 0.54219742 0.48969881 0.54857999] [ 0.59707888] [ 0.41788098 0.70177768 0.40365736 0.5717256 0.35096995 0.46380359 0.52634662 0.69163948 0.5177133 0.70407473] [ 0.41749319] [ 0.59730933 0.75768793 0.50161074 0.47211437 0.40581718 0.52691656 0.53683445 0.58143013 0.61369392 0.64717593] [-0.373949] [ 0.45041136 0.69872687 0.39269069 0.72422245 0.46011918 0.69049122 0.43353609 0.53769647 0.54329826 0.5153597 ] [-0.50899076] [ 0.27257418 0.49104937 0.51958503 0.61012451 0.34572182 0.62289639 0.42339754 0.45261322 0.45904132 0.41652138] [-0.37282619] [ 0.38022227 0.67224151 0.46788291 0.42264913 0.3857911 0.6861244 0.50207453 0.50127821 0.52955656 0.54728708] [ 0.19417164] [ 0.44669163 0.66600004 0.52827077 0.58343586 0.38982261 0.59299065 0.57607605 0.543676 0.57757497 0.57732307] [-0.43103981] [ 0.61155892 0.39198253 0.67679264 0.23796689 0.50711716 0.52865028 0.51649418 0.35280411 0.36936637 0.53741022] [-0.14873368] [ 0.62246092 0.50942137 0.55200468 0.35689155 0.48071587 0.52571095 0.53047326 0.5146768 0.51028374 0.46948764] [ 0.52714656] [ 0.43858324 0.65204773 0.43175697 0.67573613 0.20649206 0.43623772 0.44511028 0.46486093 0.60033643 0.4287396 ] [-0.62939124] [ 0.48675793 0.63990417 0.47481325 0.56396079 0.29993494 0.6265078 0.45901381 0.43922685 0.57771801 0.58382308] [ 0.1058321] [ 0.13707392 0.57116874 0.42560311 0.47863874 0.46497684 0.68442643 0.32951387 0.38439826 0.34318394 0.4285708 ] [ 0.14818207] [ 0.14557914 0.7185628 0.5246057 0.55043903 0.35236614 0.6392091 0.38278934 0.52226968 0.62729654 0.52846681] [ 0.1421236] [ 0.47955016 0.57197069 0.57932254 0.42706936 0.2464934 0.40469459 0.45225565 0.71183225 0.61611577 0.26266394] [-0.12759049] [ 0.60938351 0.57555589 0.42554685 0.45728534 0.38712034 0.414766 0.48817614 0.49607253 0.55687159 0.58019039] [ 0.1611957] [ 0.17715373 0.59673089 0.33297719 0.46029412 0.48050942 0.75611263 0.31581751 0.45480957 0.40312175 0.50896925] [-0.11298126] [ 0.4438707 0.65364357 0.56596954 0.50463076 0.3900154 0.66210603 0.43309439 0.38429604 0.49128415 0.51714819] [-0.80043897] [ 0.8927528 0.44974186 0.62257275 0.23878272 0.28195488 0.20047249 0.57270386 0.47609167 0.59127417 0.31152179] [-0.07490949] [ 0.44419707 0.33261737 0.57343502 0.30119524 0.51943806 0.51511695 0.54116608 0.46564989 0.39667036 0.30749263] [-0.24850264] [ 0.49568384 0.7122353 0.43508703 0.59709975 0.36234384 0.49730265 0.42766547 0.56997599 0.73117809 0.40247441] [ 1.11809366] [ 0.69143372 0.38835232 0.63793095 0.40796837 0.47385999 0.25452547 0.54571826 0.64897602 0.47999451 0.28901838] [-0.6060245] [ 0.7799791 0.5672509 0.50626913 0.41222046 0.43382877 0.34002386 0.46758441 0.4720198 0.49391791 0.68685282] [-0.42217417] [ 0.49733233 0.53485457 0.45802232 0.51673087 0.34351693 0.55545239 0.44335339 0.30563308 0.49539184 0.50831186] [ 1.13282198] [ 0.70167397 0.62152598 0.60597072 0.46060792 0.42381135 0.43765995 0.43369316 0.54900963 0.65694775 0.4728742 ] [ 0.02309695] [ 0.14121414 0.48929548 0.57941645 0.49463695 0.42201196 0.72047178 0.38044915 0.33620578 0.37728391 0.38666358] [ 0.15276248] [ 0.51727287 0.60584532 0.45960721 0.46890154 0.32701348 0.49550617 0.49588608 0.53710687 0.64226354 0.56678295] [-0.36829991] [ 0.23820579 0.40856992 0.64998262 0.29425553 0.44396707 0.66299765 0.47048202 0.56795071 0.5155377 0.37057107] [ 0.25417444] [ 0.37963041 0.72079022 0.3890672 0.38537559 0.22306293 0.38538552 0.43696165 0.75556377 0.63738821 0.344891 ] [-0.4774662] [ 0.69842863 0.72214373 0.51389617 0.59631319 0.42162112 0.31616266 0.53267986 0.6184436 0.70507593 0.67705416] [-0.17037483] [ 0.23560364 0.447861 0.67060077 0.32904623 0.37911419 0.71864926 0.40507877 0.49555627 0.55270878 0.36016337] [ 0.29376159] [ 0.14624893 0.41400228 0.60274029 0.33207294 0.52877162 0.80826301 0.35692962 0.40230175 0.36818753 0.48671528] [ 0.91307935] [ 0.61525777 0.5923513 0.47403919 0.47714201 0.30179097 0.27998674 0.47637088 0.58903214 0.60583043 0.42579195] [-0.12564648] [ 0.27256001 0.49229717 0.6729604 0.31126519 0.42320872 0.76805642 0.42587949 0.46282292 0.55159561 0.49570616] [-0.22746455] [ 0.39167023 0.45771735 0.49240821 0.37218983 0.32977541 0.52183243 0.51256919 0.66556303 0.42311051 0.32163658] [ 0.20053956] [ 0.21383955 0.56375761 0.43860021 0.40696723 0.40560578 0.70612873 0.3956737 0.34146547 0.45632994 0.43282728] [ 0.02873063] [ 0.59627255 0.54050264 0.46195263 0.60692322 0.39186025 0.39239244 0.62672286 0.57624788 0.50247271 0.65940859] [-0.10309383] [ 0.71787042 0.64306489 0.52192329 0.42795825 0.39593234 0.41501358 0.46712657 0.62538698 0.65201288 0.40855872] [ 0.59614771] [ 0.34238264 0.36218421 0.62147514 0.26004539 0.50998601 0.58981639 0.38103448 0.48059462 0.44780968 0.35391188] [ 0.76438201] [ 0.78453661 0.55888793 0.64906864 0.25558785 0.4805967 0.31580364 0.56831409 0.64098061 0.56803806 0.48442397] [ 0.35435432] [ 0.15093014 0.50992782 0.48884041 0.47820406 0.39479214 0.74843141 0.29990404 0.43047605 0.35596038 0.39779575] [-0.36511686] [ 0.68138544 0.65284287 0.48800642 0.38582861 0.35261579 0.41576665 0.44498609 0.5372571 0.67261145 0.544959 ] [ 0.13006772] [ 0.27464749 0.29331606 0.5711999 0.42733755 0.56280966 0.70822621 0.378473 0.53975144 0.4604867 0.35969814] [-0.47457127] [ 0.44714522 0.70935727 0.37973501 0.54635133 0.34086225 0.66205596 0.44475477 0.61046825 0.56164544 0.56205293] [-0.72373318] [ 0.31081164 0.7183013 0.38894808 0.58349116 0.33878967 0.59569246 0.4936173 0.53488037 0.47533346 0.48182136] [-0.57353316] [ 0.61221185 0.50298994 0.50476622 0.53289913 0.49565709 0.63625486 0.43608873 0.61321347 0.51712486 0.41580376] [ 0.17677713] [ 0.17145817 0.46714642 0.52786712 0.38989121 0.50932163 0.79521283 0.39357842 0.40761593 0.38407693 0.43474948] [-0.19754952] [ 0.7042472 0.30738005 0.65433594 0.26553922 0.52244607 0.59822717 0.50443479 0.4729661 0.41735906 0.39408439] [ 0.02172453] [ 0.30478562 0.55821586 0.45497695 0.53766415 0.5251932 0.69285279 0.36912443 0.4765968 0.395773 0.63038209] [-0.25947449] [ 0.43728287 0.37739911 0.55590713 0.55091509 0.46020027 0.45153978 0.41771021 0.42829412 0.50404926 0.41954095] [ 0.75472731] [ 0.41334819 0.55521794 0.58081663 0.45188244 0.43978469 0.51525625 0.522585 0.6608671 0.5791008 0.33569222] [-0.2948004] [ 0.78408327 0.40864394 0.56122166 0.43466511 0.33387499 0.36618314 0.50023501 0.43616276 0.49276182 0.4708893 ] [-0.19799524] [ 0.64138747 0.59860721 0.51807416 0.33076361 0.48133838 0.46316106 0.48828245 0.44152384 0.61695848 0.57736813] [-0.52067155] [ 0.62933707 0.66817469 0.40431206 0.41502407 0.32389389 0.50449142 0.49655349 0.46057109 0.60915149 0.52668668] [-0.18571128] [ 0.22880236 0.39708273 0.6672732 0.26376572 0.45078418 0.6907889 0.45268073 0.49368263 0.45202113 0.33489684] [-0.1506621] [ 0.8171528 0.67220458 0.5313113 0.43946059 0.41360198 0.43114352 0.5722473 0.68106251 0.66212451 0.48094062] [-0.45596516] [ 0.40538432 0.54166259 0.588126 0.33950718 0.52402163 0.65048124 0.38276163 0.5332944 0.4804253 0.50012311] [-0.25539638] [ 0.5722993 0.56841371 0.58746156 0.55994402 0.41215607 0.66420426 0.43186294 0.5839956 0.47831913 0.48132299] [ 0.21335342] [ 0.08649236 0.53984338 0.54765447 0.41211703 0.4621857 0.82171479 0.40457277 0.47226761 0.46547366 0.47390072] [ 0.77607398] [ 0.50946469 0.50010114 0.55642634 0.3836711 0.42123605 0.54142686 0.48509373 0.50842035 0.53167854 0.37501853] [-0.47412317] [ 0.73119125 0.60834398 0.5104428 0.5466258 0.29450115 0.40960696 0.50013529 0.37176354 0.57532515 0.56066201] [-0.73118872] [ 0.48443742 0.73338777 0.39121068 0.64577629 0.29716687 0.55310721 0.37452339 0.43621003 0.58582923 0.54174919] [ 0.03409297] [ 0.17937547 0.36595282 0.70076053 0.30325141 0.50916565 0.69587981 0.40008376 0.44040841 0.33640528 0.47843177] Progress: 92.6% ... Training loss: 0.303 ... Validation loss: 0.488[ 0.40003757] [ 0.1600857 0.58363424 0.45230585 0.53850752 0.35687309 0.8108038 0.30996309 0.37024448 0.40690691 0.47464527] [ 0.35392668] [ 0.62747444 0.4775525 0.55887253 0.32760294 0.47432618 0.36399818 0.53040297 0.49180986 0.48996332 0.41185114] [-0.27024687] [ 0.53343824 0.67926257 0.35103171 0.56975204 0.22513027 0.53559757 0.36891621 0.39518152 0.5539153 0.46944003] [ 0.31578833] [ 0.86259684 0.55658187 0.55215221 0.3888853 0.36888729 0.37350706 0.49355925 0.32541506 0.51984964 0.63527498] [ 0.04605672] [ 0.63904552 0.63854689 0.36762196 0.51639953 0.2931284 0.46907639 0.41438626 0.40477214 0.5180757 0.57530664] [-0.13818417] [ 0.20125612 0.61331318 0.4440867 0.61600837 0.31415624 0.6835001 0.30628596 0.53816431 0.55884415 0.45384153] [-0.02466116] [ 0.38378847 0.74857134 0.4025436 0.60167341 0.26427044 0.70491037 0.38959537 0.44516315 0.49630596 0.67708463] [-0.22956284] [ 0.13281361 0.55470199 0.63469302 0.41610077 0.43294915 0.67241488 0.39809379 0.45247797 0.55123446 0.38733423] [ 0.26802075] [ 0.14541696 0.42047925 0.62646665 0.43311199 0.41643986 0.71352676 0.43034504 0.39338289 0.39325793 0.36759493] [ 0.31092091] [ 0.38058972 0.44296812 0.58484883 0.20378856 0.48843069 0.45127496 0.51370045 0.65722888 0.48697501 0.30532737] [ 0.11732684] [ 0.36774317 0.55894167 0.51747186 0.62372356 0.37614226 0.70536019 0.39590393 0.28946307 0.49326204 0.58194839] [ 0.30714499] [ 0.22361956 0.59595404 0.43694578 0.46567265 0.50708176 0.72425211 0.50450504 0.60849928 0.3924886 0.53393009] [-0.11476864] [ 0.74266562 0.6651462 0.53260197 0.41636092 0.37669437 0.48370666 0.504358 0.55831408 0.55848677 0.49503296] [ 1.86524689] [ 0.60790723 0.36103877 0.60072623 0.43572744 0.51066519 0.39439932 0.624278 0.49764366 0.53804936 0.2186045 ] [-0.40309534] [ 0.29827563 0.60641918 0.33972859 0.70715415 0.32400001 0.48670724 0.40062202 0.38213642 0.43302384 0.47210127] [ 0.45376447] [ 0.57506089 0.44664361 0.47545906 0.48661998 0.38606386 0.35232223 0.53073884 0.4621804 0.53442195 0.40715651] [ 0.01897791] [ 0.31348932 0.52011597 0.45426712 0.57763471 0.33373407 0.62600538 0.46343479 0.62025885 0.45802084 0.39765259] [ 1.18181242] [ 0.60574624 0.57463225 0.52075617 0.33999586 0.29633596 0.30428014 0.46654779 0.45094789 0.57023995 0.33729187] [-0.34123346] [ 0.36691343 0.73316575 0.47289089 0.63688516 0.42605073 0.67701856 0.42802741 0.45495901 0.6617168 0.55069188] [ 0.1037605] [ 0.28357774 0.6353164 0.49531544 0.50807962 0.26074004 0.62235291 0.45424835 0.5299382 0.48645437 0.44909869] [ 0.09415836] [ 0.3439296 0.40698925 0.65921171 0.27175579 0.65494279 0.64910233 0.47122084 0.21100382 0.30119119 0.54575082] [-0.19590829] [ 0.17033894 0.46571244 0.5137905 0.617469 0.40288782 0.7580374 0.35069813 0.58746534 0.36802747 0.37913173] [ 0.45516097] [ 0.71851372 0.68719073 0.45349354 0.3184119 0.29152916 0.31443782 0.53350328 0.50365264 0.63988511 0.44971046] [-0.09526101] [ 0.36665882 0.77111983 0.32831672 0.52766372 0.30919481 0.64721546 0.45558268 0.61123071 0.50795724 0.59853877] [-0.02271782] [ 0.13939281 0.52774377 0.60520786 0.3048651 0.45798011 0.69295317 0.42686906 0.49523313 0.44625001 0.45490209] [-0.58195385] [ 0.5747323 0.41922839 0.69573057 0.18238381 0.45941369 0.45223621 0.57794949 0.49241981 0.53269511 0.30630598] [-0.10577334] [ 0.73078567 0.44770049 0.53771911 0.50656473 0.41973406 0.61990633 0.48854948 0.57568859 0.4109948 0.59374579] [-0.51995978] [ 0.21301128 0.63514249 0.44558341 0.56996785 0.33826005 0.66229388 0.38083077 0.61950484 0.48860138 0.35150804] [ 0.35995457] [ 0.17638251 0.40267849 0.53732509 0.40622413 0.53124346 0.82118792 0.42726568 0.49517322 0.47624923 0.63084894] [ 1.6269479] [ 0.63031802 0.37193154 0.61415446 0.28485898 0.40925501 0.34332454 0.50608285 0.48457187 0.4485293 0.23678593] [-0.09180467] [ 0.48546929 0.66906058 0.43825818 0.63548615 0.24827223 0.46201875 0.48604375 0.55420091 0.56985933 0.53459148] [-0.18735639] [ 0.55803021 0.67254324 0.52016752 0.63437562 0.45923802 0.52503801 0.39234577 0.52734213 0.64243198 0.44100336] [ 0.06602315] [ 0.23216914 0.2727788 0.66628888 0.30743583 0.57643244 0.77801454 0.4841744 0.53813016 0.34205195 0.51660598] [-0.33182385] [ 0.38166865 0.54452135 0.61168659 0.33653578 0.43789505 0.51315923 0.42909142 0.47221945 0.58836517 0.48442124] [-0.08247199] [ 0.37011666 0.77947896 0.40737533 0.66309732 0.3642497 0.60379364 0.37759074 0.58015315 0.6615066 0.53971948] [-0.07581692] [ 0.13578467 0.40210416 0.67088939 0.44571206 0.41030718 0.60462765 0.43272042 0.49601475 0.50642805 0.43111479] [ 0.01370846] [ 0.22675976 0.51864391 0.49639225 0.53292925 0.28854114 0.65041617 0.41520199 0.52600704 0.52685296 0.35265681] [ 1.9380929] [ 0.72587684 0.46471427 0.58721746 0.3350874 0.33613805 0.38617266 0.46584442 0.40509428 0.52412205 0.39724992] [ 0.28661797] [ 0.09039193 0.53514449 0.55312088 0.55499068 0.36562748 0.76328635 0.31090443 0.40647436 0.53479307 0.34206795] [ 0.19172546] [ 0.14323177 0.73820243 0.41581144 0.57412296 0.4611264 0.74894096 0.36334942 0.67223867 0.4844963 0.55268041] [ 0.52876716] [ 0.45523111 0.45188931 0.62145917 0.44860797 0.48054252 0.48848794 0.48375762 0.5099728 0.46901348 0.43543192] [ 0.2177268] [ 0.30028452 0.70352749 0.40545365 0.49167505 0.31579059 0.63094348 0.43818541 0.51473357 0.54265336 0.62495316] [-0.35830518] [ 0.51151394 0.63536417 0.48330951 0.5543325 0.36186383 0.57285373 0.42364222 0.37845295 0.52091223 0.65854766] [-0.23986666] [ 0.09186903 0.68473195 0.42853501 0.59565536 0.35684869 0.74439624 0.4014061 0.58723664 0.46102306 0.38747501] [-0.19371137] [ 0.32714869 0.55163409 0.52227109 0.60298258 0.33798233 0.65842456 0.35181753 0.42323291 0.42116221 0.51268062] [ 0.19205458] [ 0.46767657 0.53962863 0.59160138 0.25298064 0.43932442 0.46909794 0.51618006 0.47979808 0.49033138 0.34106887] [ 0.55512611] [ 0.11240656 0.54310315 0.38246617 0.62248078 0.4943281 0.82558584 0.36300881 0.49938317 0.37812159 0.55673177] [-0.07865568] [ 0.55492757 0.68559254 0.38701158 0.62630593 0.31297783 0.55426166 0.41183098 0.40219685 0.58449057 0.66272109] [ 0.16250597] [ 0.22895298 0.47394705 0.62165649 0.31118134 0.51369029 0.65831863 0.38590979 0.52739535 0.44233775 0.48895748] [ 0.06569267] [ 0.39270839 0.64892054 0.5378904 0.53700805 0.48539827 0.72371256 0.49255968 0.3942307 0.55027411 0.73164842] [ 0.36116526] [ 0.28994999 0.59398422 0.5077875 0.60842991 0.38237007 0.77169063 0.37259131 0.39908211 0.38421245 0.56609545] [ 0.28139468] [ 0.13700655 0.76209391 0.23820753 0.60586725 0.3281283 0.80919056 0.35514985 0.55235391 0.49996749 0.57464012] [-1.23980125] [ 0.57798438 0.67388714 0.4506353 0.57770284 0.23149377 0.40685036 0.44120198 0.50855703 0.57854678 0.43061376] [-0.03072254] [ 0.24414452 0.16840564 0.72250557 0.38782163 0.57117928 0.75697991 0.4682765 0.22829727 0.36295369 0.30124222] [-0.23246205] [ 0.68232452 0.59124598 0.5862341 0.39135604 0.52164076 0.72439028 0.54473258 0.3754583 0.47946262 0.71012352] [-0.15392881] [ 0.70129158 0.53835101 0.56536917 0.38614214 0.44352467 0.51252456 0.46621436 0.33834812 0.56219231 0.59900013] [-0.71560915] [ 0.25363722 0.40940539 0.46423712 0.5704799 0.41912662 0.57820072 0.42440384 0.53986545 0.39619163 0.23297052] [-0.29604539] [ 0.17367042 0.42659371 0.71991652 0.3203882 0.39110324 0.75714483 0.41347725 0.35612273 0.38424908 0.30866412] [ 0.62389207] [ 0.12885877 0.76368577 0.26625434 0.73502199 0.45660217 0.84190634 0.35377777 0.58045344 0.42873238 0.64349307] [-0.15170111] [ 0.41314047 0.33302491 0.6659633 0.35066829 0.49076917 0.53888364 0.45052406 0.39349188 0.40734352 0.3188509 ] [ 0.13004055] [ 0.18968013 0.60794259 0.49638693 0.37344857 0.53932025 0.71826674 0.31048188 0.47185996 0.44863087 0.60832293] [-0.04192398] [ 0.22679781 0.37458033 0.59931027 0.37264863 0.51346206 0.57721279 0.36456049 0.50842435 0.53183947 0.41014399] [ 0.6027412] [ 0.66779454 0.63447339 0.44670521 0.61086116 0.273654 0.33649959 0.48511091 0.45042833 0.59167061 0.55124894] [-0.00045133] [ 0.26040728 0.61206193 0.48795414 0.52786984 0.43815903 0.79350493 0.45557243 0.5117822 0.49065243 0.51282294] [-0.07255082] [ 0.185783 0.59750437 0.46635161 0.48800882 0.46717162 0.70849444 0.39030253 0.47064227 0.50429604 0.3774746 ] [ 0.53421748] [ 0.4777477 0.6770622 0.45768634 0.62901591 0.34552617 0.57899882 0.55494271 0.46432892 0.64182382 0.61484451] [ 2.5576173] [ 0.71499622 0.47045692 0.61137288 0.30624257 0.30316077 0.2220093 0.55919452 0.64062968 0.4775909 0.33650908] [-0.23918351] [ 0.65299364 0.53748356 0.59380517 0.35069591 0.64217337 0.58801949 0.44796819 0.43770265 0.53739589 0.56307207] [ 0.37825162] [ 0.51418315 0.61790858 0.36953761 0.56478725 0.27986557 0.48583807 0.55074943 0.72820673 0.60640107 0.32655575] [ 0.24890412] [ 0.18242218 0.5386038 0.62512099 0.35609099 0.43470757 0.72437004 0.46746006 0.41513915 0.57321048 0.42018827] [-0.49807525] [ 0.4182978 0.59505479 0.43447211 0.59088251 0.3283821 0.50872947 0.56758063 0.61821 0.59055991 0.32569477] [ 1.25581658] [ 0.51280675 0.61782682 0.36229632 0.50202328 0.28905237 0.35515861 0.47878711 0.6406743 0.65740287 0.30114332] [ 0.27189348] [ 0.17455758 0.53872549 0.63676654 0.46702277 0.32215004 0.75903184 0.34789672 0.48747566 0.58163288 0.424345 ] [-0.39337844] [ 0.10709932 0.36352445 0.61209124 0.56155822 0.35292399 0.68933221 0.37639126 0.48841902 0.45459607 0.204829 ] [-0.16053195] [ 0.77071279 0.56843879 0.57275251 0.30703748 0.2945531 0.22073401 0.52297327 0.59302718 0.58046382 0.31481711] [ 0.45517187] [ 0.59995599 0.48270707 0.58686936 0.35885032 0.28595318 0.30493833 0.57052502 0.7398481 0.50206667 0.20600094] [-0.11877898] [ 0.39289993 0.71387135 0.42103143 0.66438248 0.29011216 0.68483193 0.38896658 0.41038575 0.50258902 0.62517347] [-0.15264837] [ 0.75333849 0.70464068 0.48761718 0.56209086 0.30617113 0.37662124 0.49909 0.40212944 0.71958152 0.51046177] [ 0.52037378] [ 0.74578181 0.47594902 0.56079889 0.46333024 0.34368499 0.49472457 0.42451563 0.32370558 0.54932997 0.52262454] [ 0.65902054] [ 0.37968591 0.68753462 0.42989133 0.6181783 0.45735167 0.72059385 0.59915779 0.55534599 0.50792765 0.61935248] [ 0.40347673] [ 0.55309426 0.79928744 0.51349108 0.47852857 0.35690243 0.54287138 0.54290951 0.56133629 0.72664341 0.55114768] [-0.21201805] [ 0.69153408 0.54710052 0.5337464 0.47796467 0.51484715 0.45517687 0.49495284 0.4513704 0.63650327 0.39780715] [-0.28262107] [ 0.34633534 0.62211823 0.50931398 0.56204288 0.38980471 0.50705276 0.44875027 0.56050059 0.60446416 0.3643551 ] [-0.22505196] [ 0.67855467 0.46219058 0.55291554 0.32557286 0.42243152 0.45948979 0.54648533 0.53399952 0.47779748 0.40515404] [ 0.16314552] [ 0.13744781 0.56358983 0.55802396 0.54079544 0.45790219 0.7695293 0.42491746 0.36186069 0.52515626 0.39337563] [-0.1025178] [ 0.67228078 0.57064379 0.46154156 0.4027308 0.49351951 0.66770764 0.53611973 0.41304443 0.44097916 0.57886388] [ 0.30267515] [ 0.70411421 0.54928612 0.46790769 0.36936413 0.46930331 0.30831406 0.58837254 0.45262793 0.62012313 0.38329425] [-0.53239407] [ 0.53772672 0.47080605 0.47968794 0.48708549 0.43732097 0.49038955 0.46759844 0.24611707 0.52231547 0.59743709] [-0.19907407] [ 0.56243695 0.52051235 0.46127881 0.42344252 0.46616912 0.355455 0.46232689 0.43552315 0.51853475 0.43329704] [ 0.72160814] [ 0.54009694 0.74069385 0.5411819 0.39077555 0.50309884 0.5035061 0.47059416 0.56588263 0.57725116 0.61857714] [ 0.13504541] [ 0.28662962 0.7437576 0.40637424 0.73803174 0.48908219 0.69102344 0.43236649 0.48523697 0.5982643 0.68586238] [ 0.542035] [ 0.07239218 0.43777496 0.56559592 0.48581351 0.47551545 0.89818195 0.43782357 0.38820111 0.41745654 0.48789163] [ 1.86231985] [ 0.51456702 0.50248271 0.53960566 0.47897023 0.35822326 0.56067053 0.43902537 0.49283778 0.52397873 0.36614896] [ 1.2539471] [ 0.29757863 0.56923944 0.49792602 0.59955932 0.34772382 0.55399659 0.33416945 0.54006127 0.61477164 0.3208093 ] [-0.165389] [ 0.69151617 0.62891554 0.48818076 0.49476684 0.37161828 0.58400559 0.39155425 0.40862034 0.59460733 0.62888747] [-0.21952726] [ 0.41204165 0.5753386 0.46888407 0.53873522 0.32429013 0.65786849 0.41584766 0.31964652 0.56013234 0.56330151] [ 0.42616852] [ 0.34944669 0.64379964 0.41968321 0.66023186 0.29222733 0.6102301 0.52400992 0.61503928 0.53060939 0.46919291] [ 0.61821975] [ 0.29299254 0.46089901 0.65135169 0.45112964 0.25800956 0.5385836 0.48576806 0.65558949 0.55217692 0.17966185] [-0.45344372] [ 0.34247849 0.52265082 0.61582394 0.32194235 0.56143047 0.558441 0.53110909 0.47498929 0.5188493 0.47653408] [ 1.21521444] [ 0.56240097 0.78671545 0.46802738 0.56603095 0.31024735 0.46414698 0.51980561 0.62899765 0.61211846 0.56285897] [ 0.86780821] [ 0.78089448 0.50468695 0.53535926 0.39711755 0.29756792 0.37101672 0.49401501 0.38604273 0.50620867 0.43917456] [-0.59829881] [ 0.83658581 0.47135295 0.60187185 0.28652621 0.4971215 0.49341952 0.46717577 0.46269557 0.56276109 0.65868662] [ 0.12873198] [ 0.38876102 0.48182624 0.60491051 0.37381121 0.46830822 0.70740633 0.50757617 0.45158753 0.36081401 0.44287343] [-0.0176475] [ 0.40256301 0.43594612 0.50918341 0.29112248 0.50369227 0.72305353 0.40846424 0.5374035 0.42462053 0.44248808] [ 0.42322676] [ 0.10765857 0.62106896 0.47182276 0.61264987 0.45460174 0.81504194 0.34954602 0.45315565 0.54796352 0.56444683] [ 0.44422026] [ 0.63412638 0.57795417 0.542372 0.33885223 0.52584604 0.46417402 0.56440388 0.59575075 0.60099919 0.39559134] [ 0.68894648] [ 0.54436596 0.71937156 0.41374468 0.49771706 0.33251974 0.54249672 0.5375847 0.49587785 0.62060656 0.60510851] [ 1.20048674] [ 0.70294284 0.57500914 0.49808931 0.48600477 0.30648861 0.40817143 0.52033761 0.4076817 0.56636875 0.49275721] [ 0.09095372] [ 0.35166694 0.62926796 0.43521284 0.51659566 0.37009398 0.74108352 0.33604056 0.47015229 0.48875468 0.64515463] [ 0.54205626] [ 0.52029472 0.55782308 0.63598051 0.36030574 0.44112372 0.52725867 0.45311447 0.5816811 0.4687888 0.40558574] [-0.48896264] [ 0.24390268 0.62629104 0.43976807 0.63622935 0.29615135 0.54907152 0.47117343 0.72063877 0.51049464 0.37851713] [-0.33986173] [ 0.80421968 0.56826221 0.64233418 0.27929912 0.52506349 0.55354182 0.62294545 0.3881077 0.50378658 0.57334437] [-0.22794401] [ 0.41832187 0.70675846 0.39160036 0.60370649 0.29184386 0.62015246 0.35024357 0.44135905 0.52363507 0.58446985] [-1.16858071] [ 0.51404782 0.51725055 0.71306432 0.17217633 0.45868577 0.42834438 0.48551573 0.59379632 0.5381911 0.3268378 ] [-0.60854511] [ 0.18504625 0.4838002 0.63621638 0.32415588 0.25164704 0.65783458 0.48195357 0.68009272 0.57012634 0.26220792] [-0.51181866] [ 0.45506317 0.53777824 0.50417525 0.46831614 0.35665807 0.52757106 0.41359067 0.42290719 0.4235099 0.56721235] [-0.19583498] [ 0.41167013 0.57451825 0.64097116 0.22949394 0.53466109 0.5696269 0.4089621 0.5886211 0.47960605 0.46609629] [ 0.82380294] [ 0.66792278 0.73406293 0.4727355 0.39794138 0.35654848 0.5212326 0.51647687 0.44707071 0.72764897 0.64625531] [ 0.70601724] [ 0.07025811 0.55398454 0.41899246 0.65880339 0.4690182 0.86155417 0.29459542 0.53179175 0.38593022 0.58619156] [ 0.06743125] [ 0.57375964 0.6408129 0.52967659 0.36908837 0.45627883 0.58822756 0.59502056 0.48725037 0.51068759 0.59244805] [ 0.44407165] [ 0.34214412 0.30145472 0.7405086 0.32888251 0.44033991 0.63835568 0.4748064 0.42681074 0.37027126 0.24205403] [ 0.08151622] [ 0.36678064 0.70512645 0.40044581 0.67254022 0.20907889 0.53914233 0.48427338 0.61255638 0.59835451 0.54461761] [-0.80604096] [ 0.41645115 0.53574709 0.6956552 0.25058082 0.499256 0.51473491 0.46742322 0.49819137 0.52728593 0.38300197] [-0.06416735] [ 0.09820128 0.59959189 0.48889316 0.59282295 0.38882547 0.67085132 0.39381378 0.54319421 0.55193257 0.29502991] [ 0.05427723] [ 0.7572875 0.52161015 0.61772533 0.3472357 0.50363721 0.49859269 0.48942103 0.49021537 0.5727706 0.46422308] [ 0.5222439] [ 0.56527981 0.724295 0.4847424 0.45763555 0.26143751 0.36999103 0.57783969 0.77362806 0.58213992 0.429887 ] [ 0.22257634] [ 0.09632622 0.40300919 0.64497279 0.41610431 0.42715231 0.81137162 0.33323287 0.37346432 0.37729555 0.39432445] [-0.26099366] [ 0.34361619 0.63931845 0.51972576 0.36824107 0.44353571 0.53355557 0.48449502 0.61009092 0.43086084 0.55567581] Progress: 92.9% ... Training loss: 0.311 ... Validation loss: 0.475[-0.16277217] [ 0.76257539 0.57593312 0.57608611 0.3687984 0.43861145 0.33313414 0.54656741 0.5734291 0.64267374 0.3926779 ] [-0.07713554] [ 0.13166569 0.44866976 0.53961759 0.57715057 0.35940494 0.8213964 0.3256648 0.50708302 0.41396236 0.41675639] [-0.13815739] [ 0.70947036 0.50702003 0.52081495 0.22086139 0.44433243 0.57852386 0.51288761 0.41996279 0.50167832 0.52220793] [ 0.20839801] [ 0.85548586 0.60885731 0.56815065 0.36863219 0.31201844 0.29046323 0.60247547 0.52307061 0.62905483 0.43927235] [-0.05696373] [ 0.23153256 0.51688734 0.58477642 0.37345235 0.42540104 0.67993769 0.40761382 0.3755505 0.46849785 0.41521563] [-1.0508372] [ 0.83355405 0.45357553 0.53931843 0.32160492 0.43289699 0.31490579 0.62410986 0.43193549 0.58851991 0.52739307] [-0.173441] [ 0.43618864 0.67672433 0.38892274 0.68062929 0.37534784 0.55523436 0.3811319 0.30878795 0.44063679 0.71545262] [-0.03977429] [ 0.6292684 0.60271628 0.48854691 0.51969543 0.49541639 0.64822531 0.45017279 0.47654861 0.49675658 0.54546747] [-0.85767331] [ 0.44340094 0.6914149 0.4371564 0.49361023 0.38652612 0.56336515 0.4432695 0.36942181 0.64764794 0.56192749] [-0.12613973] [ 0.23687425 0.30533811 0.65739399 0.30899594 0.56173219 0.8180807 0.37832581 0.46522678 0.32651322 0.44974762] [ 0.2446416] [ 0.74183539 0.4622659 0.59479734 0.2279004 0.35451975 0.31457968 0.56875309 0.62171115 0.56973693 0.39464346] [ 0.07204764] [ 0.11442591 0.48196078 0.61300247 0.45890242 0.4226617 0.83863325 0.37787215 0.52191204 0.42263741 0.47766543] [ 1.02519321] [ 0.83936204 0.38639242 0.73262085 0.2723749 0.46852919 0.30548383 0.66975435 0.59758016 0.52017007 0.26467215] [-0.28024125] [ 0.29853869 0.46732303 0.60015709 0.22147603 0.5352513 0.67102639 0.44872556 0.62903854 0.46532706 0.4632734 ] [-0.61345218] [ 0.47294887 0.48600331 0.54123241 0.46285078 0.52385215 0.6670117 0.41345184 0.46825765 0.46531148 0.47770028] [ 0.03679073] [ 0.49243916 0.33271498 0.71560942 0.1487725 0.39274196 0.39129122 0.57975636 0.57946017 0.51189274 0.20653534] [-0.74966169] [ 0.39608512 0.69503632 0.44209536 0.4995041 0.26296 0.65372123 0.37516362 0.49367995 0.49422231 0.54517123] [-0.004315] [ 0.64281956 0.56792089 0.53886187 0.39907067 0.33780849 0.2930665 0.54596012 0.50487702 0.51341935 0.48814106] [ 0.51190875] [ 0.72702759 0.47032308 0.60764859 0.31155921 0.44537496 0.40803718 0.53089683 0.46919913 0.43962097 0.42844984] [-0.24582275] [ 0.6220083 0.72859717 0.47157613 0.29347391 0.33646002 0.52692674 0.5677147 0.55002723 0.5560538 0.49005661] [-0.5250558] [ 0.52093632 0.5280414 0.56882907 0.35240818 0.45722094 0.48810132 0.51247389 0.56817285 0.40234449 0.53614306] [-0.03188729] [ 0.78922828 0.47640182 0.62883238 0.22507642 0.47154717 0.22664819 0.61045543 0.61695491 0.61035239 0.26701618] [ 0.17689019] [ 0.21381352 0.55874952 0.57514764 0.43862015 0.43031412 0.80400862 0.38026384 0.34173135 0.40271223 0.56106094] [-1.49550692] [ 0.28826304 0.60430926 0.47235965 0.42237899 0.35452286 0.56537843 0.46232729 0.73961092 0.64364775 0.28508 ] [ 0.0253369] [ 0.16588262 0.62996319 0.47005011 0.58331394 0.47711605 0.84173063 0.39459109 0.54157597 0.57927762 0.509229 ] [-0.30426626] [ 0.20746595 0.71229827 0.35241603 0.70548269 0.33451486 0.68629781 0.42721081 0.51432228 0.46884894 0.52141888] [ 0.05356499] [ 0.29775361 0.6592308 0.42233383 0.70152777 0.56991533 0.66517137 0.4083551 0.35289067 0.45971109 0.57658641] [-0.38833872] [ 0.40513566 0.46811015 0.47835257 0.53065151 0.46948154 0.6656212 0.37603156 0.60781695 0.46704201 0.5854692 ] [-0.50162905] [ 0.50502882 0.54492022 0.46043622 0.51200639 0.3786042 0.34954774 0.4213502 0.46456378 0.53772963 0.45191985] [-0.43187204] [ 0.27926577 0.6293438 0.42583596 0.63094105 0.32872084 0.62193374 0.37299231 0.41553863 0.49020997 0.50762439] [-0.27064613] [ 0.3647744 0.6691515 0.42196126 0.60409517 0.48437387 0.735292 0.42300301 0.53550459 0.47839642 0.53633542] [-0.7322614] [ 0.80794666 0.51886428 0.53649466 0.33985248 0.41475574 0.29392825 0.47620747 0.45922379 0.58535375 0.52528965] [-0.76883575] [ 0.55326262 0.23790227 0.75650305 0.17794745 0.49499548 0.39992334 0.54033166 0.51652182 0.38660133 0.30709833] [-0.25078915] [ 0.30292755 0.80350413 0.35137683 0.70796295 0.22919946 0.64209518 0.35173189 0.50238331 0.53058574 0.71257169] [ 0.49699704] [ 0.56265858 0.46029894 0.60242736 0.38811527 0.30550861 0.50931888 0.54862918 0.77599039 0.45026867 0.28881035] [ 0.07679254] [ 0.19167124 0.46091613 0.50378757 0.41051589 0.42602366 0.72640309 0.33558416 0.44815711 0.37801861 0.39417001] [-1.43824418] [ 0.35489155 0.48229205 0.57360751 0.19581387 0.32370395 0.42819883 0.4371225 0.62509657 0.49868712 0.20169152] [-0.73174735] [ 0.2151256 0.63520995 0.44704524 0.56765835 0.33550001 0.65833587 0.38292826 0.62518461 0.49152304 0.34670372] [ 0.3629883] [ 0.08036696 0.62957822 0.46891691 0.62914299 0.44992981 0.85861475 0.40468924 0.43572919 0.4133914 0.44333082] [-0.37168701] [ 0.33623038 0.5847629 0.462538 0.36704505 0.39631697 0.50646537 0.37952449 0.56038062 0.44728593 0.47606873] [-0.41765072] [ 0.51819654 0.53930808 0.58019467 0.32236926 0.44238777 0.68076257 0.43889311 0.50153849 0.59442852 0.55017485] [-0.24643918] [ 0.60799142 0.41427503 0.58434136 0.39809931 0.39091185 0.42644278 0.43802691 0.54006177 0.57588382 0.43277617] [ 0.03356516] [ 0.10715417 0.57422905 0.4730943 0.58927831 0.29060095 0.66756909 0.43294951 0.64058728 0.52814251 0.28292904] [ 1.21942619] [ 0.74986593 0.52412152 0.64285827 0.26964332 0.45597341 0.34253491 0.5688129 0.43739871 0.58745537 0.35248684] [-0.96038823] [ 0.76891277 0.54446505 0.52950853 0.35206479 0.39746253 0.37250284 0.48736404 0.45658969 0.46530443 0.61793538] [-0.6112812] [ 0.49160872 0.54007075 0.54183968 0.58282678 0.32900334 0.62475946 0.43129639 0.38024446 0.45800503 0.54579556] [ 0.02536893] [ 0.30072961 0.31403537 0.60115496 0.53309475 0.53860409 0.59071019 0.3764044 0.37017254 0.40918418 0.43778128] [-0.19096567] [ 0.27135983 0.40224421 0.64627685 0.42325743 0.50072942 0.61336345 0.38114055 0.3810843 0.48923277 0.28645928] [ 0.24842884] [ 0.6215312 0.50274712 0.58339128 0.31623191 0.29108842 0.35044983 0.54801691 0.66665694 0.54993867 0.24113242] [ 0.05620919] [ 0.10862146 0.6147848 0.4616194 0.5007465 0.35870277 0.73044721 0.32748853 0.53949545 0.39466261 0.43322829] [ 0.50178068] [ 0.36122675 0.61620586 0.45746421 0.35122744 0.3584276 0.57381293 0.39144038 0.53501804 0.58376282 0.37702638] [ 0.02759472] [ 0.52766089 0.54070446 0.56788444 0.49882451 0.29862293 0.37257897 0.46538789 0.53933569 0.58125418 0.37113071] [-0.2766444] [ 0.20248167 0.56660676 0.47830136 0.53906783 0.37688228 0.79852352 0.40736565 0.51493966 0.50089647 0.4885142 ] [ 0.08598262] [ 0.67889746 0.56180403 0.51529656 0.46879093 0.2929052 0.37302097 0.55074645 0.44923108 0.59662371 0.45722587] [ 0.13403055] [ 0.3122951 0.41209609 0.60848532 0.31410523 0.4667262 0.61112728 0.40662985 0.4956171 0.44466314 0.3331159 ] [-0.00274176] [ 0.23860713 0.49785619 0.33804618 0.72626139 0.41101888 0.60956169 0.42623464 0.55031746 0.36280482 0.69905657] [-0.14010555] [ 0.15136017 0.51479198 0.45540628 0.56321408 0.39219067 0.77182389 0.3769046 0.44384955 0.57046323 0.47130772] [-0.3105967] [ 0.31668879 0.49696978 0.51778518 0.47304552 0.46358466 0.52472581 0.4418052 0.46404695 0.44964761 0.54070576] [-0.33186378] [ 0.3086971 0.66291982 0.35953786 0.74343804 0.30313036 0.67989171 0.40953287 0.61499085 0.52730216 0.49942656] [ 0.06019005] [ 0.25502803 0.56584768 0.51883352 0.48199815 0.40566866 0.73352675 0.4396053 0.5097221 0.41452134 0.48730533] [-0.18955556] [ 0.33240311 0.63050353 0.36736998 0.57919546 0.48232692 0.52986207 0.40184644 0.30853299 0.4416311 0.60866962] [-0.87564667] [ 0.13298921 0.48416817 0.65392719 0.3193374 0.37529011 0.61008641 0.3816577 0.45609372 0.40728282 0.23255263] [-0.5076726] [ 0.13710194 0.59140704 0.45127048 0.61939972 0.26618986 0.60702226 0.36708806 0.56711421 0.54600758 0.38465935] [ 0.00288229] [ 0.10964926 0.57866532 0.52039759 0.62107969 0.31774388 0.7451034 0.3263924 0.35842753 0.41550809 0.37767247] [ 1.44965552] [ 0.81069248 0.55904381 0.53991394 0.25587377 0.31681601 0.17870774 0.54895783 0.6422794 0.61631192 0.38976172] [-0.17477219] [ 0.16198308 0.57394168 0.4696538 0.42762024 0.39727107 0.76172627 0.37821971 0.4139278 0.50476664 0.43498383] [-0.4903223] [ 0.65648232 0.77630899 0.39735388 0.40214294 0.2815817 0.4936618 0.47596889 0.52337365 0.61047126 0.63110326] [ 0.56432537] [ 0.36240349 0.46868004 0.5284379 0.42301283 0.42035871 0.53617444 0.47344302 0.50532001 0.40140292 0.37706599] [ 1.12233716] [ 0.62122811 0.7312349 0.3476277 0.56992995 0.2593726 0.39125292 0.47813927 0.57087653 0.55193026 0.49580701] [ 0.39041145] [ 0.07243717 0.64922037 0.39769604 0.60670304 0.43654223 0.88739483 0.38235691 0.50965431 0.54696248 0.60933776] [ 0.18644883] [ 0.33380706 0.65495361 0.46807748 0.67556483 0.41360633 0.59725526 0.37973088 0.60773186 0.66609981 0.51035397] [ 0.11696514] [ 0.18013674 0.69915146 0.39238275 0.61258883 0.37381974 0.78174448 0.51634418 0.51172802 0.59696441 0.74515919] [-0.50180466] [ 0.43939006 0.41260814 0.58435812 0.26833122 0.45994876 0.65054648 0.37521945 0.56153954 0.48354708 0.40849021] [ 0.03869734] [ 0.09669391 0.47579336 0.58556702 0.49411463 0.44520515 0.80705975 0.39529836 0.39678159 0.44436752 0.37462967] [-0.49466843] [ 0.56026361 0.71865527 0.45965881 0.64455714 0.39072733 0.74903973 0.38894233 0.57132284 0.56883928 0.69198349] [-0.58195103] [ 0.33555394 0.79900092 0.41549014 0.69494815 0.31736369 0.67896488 0.36063718 0.57036676 0.66486864 0.54431636] [-0.37411899] [ 0.36159415 0.57789399 0.44680929 0.49614197 0.40850415 0.50173822 0.48625873 0.58358626 0.44766331 0.50676226] [-0.7644563] [ 0.54702438 0.61904479 0.48421417 0.62496764 0.47574772 0.61345512 0.39788263 0.48172028 0.44491446 0.5608266 ] [ 0.08231161] [ 0.18194776 0.59177524 0.35423266 0.61997948 0.42702222 0.88931587 0.32903461 0.6650746 0.45746736 0.55372636] [-1.15062471] [ 0.90027949 0.57373193 0.52432559 0.3150304 0.34191493 0.2014037 0.57039418 0.38510727 0.66403492 0.43889241] [ 0.04185026] [ 0.45044917 0.66594241 0.52924943 0.58179816 0.38785441 0.58858595 0.57764596 0.54761468 0.57964033 0.57437117] [-1.21737937] [ 0.24341438 0.59376989 0.50011217 0.29120482 0.3254327 0.571547 0.44632876 0.53438402 0.55000726 0.33198385] [-0.22436062] [ 0.33757431 0.48206995 0.58744282 0.45084795 0.37851483 0.64554164 0.41342044 0.43409037 0.3499162 0.35398738] [-0.11358769] [ 0.25927401 0.50359923 0.4812227 0.26688474 0.47219101 0.78381444 0.41339261 0.58257042 0.45908534 0.45068988] [-0.28630948] [ 0.27605623 0.67516623 0.36275882 0.73775624 0.38486891 0.72689189 0.49648201 0.49746037 0.56829677 0.51264344] [-0.25228813] [ 0.14627359 0.41810792 0.63517803 0.32764488 0.46581177 0.75022501 0.44794507 0.34218465 0.47964294 0.40719774] [-0.0067243] [ 0.44675939 0.68126343 0.41382942 0.52719265 0.28557583 0.48757562 0.46017501 0.59642681 0.60181966 0.50100186] [-0.84581234] [ 0.30691822 0.62119186 0.52222936 0.58740093 0.39763263 0.5970664 0.4185574 0.5358545 0.5340451 0.41175967] [-0.61825989] [ 0.36064477 0.66397306 0.43282947 0.57723948 0.28468877 0.60449242 0.40789312 0.46187849 0.54043852 0.47729314] [ 0.21073586] [ 0.22989486 0.46941635 0.60277816 0.33961102 0.36161683 0.48636282 0.39499592 0.43132222 0.53171885 0.22099694] [ 0.9007955] [ 0.728646 0.45731913 0.55198877 0.3733395 0.38826209 0.35136341 0.45122588 0.46671068 0.57611432 0.39991982] [ 0.05309519] [ 0.09013531 0.49843313 0.43732785 0.62252448 0.40737849 0.69971611 0.35415509 0.41766994 0.49656197 0.31240472] [-0.08870466] [ 0.12331357 0.44236952 0.47254946 0.6724128 0.4084537 0.80456871 0.38114306 0.48352019 0.41730843 0.32891081] [ 1.24872592] [ 0.71957758 0.55952789 0.64184866 0.37630192 0.50175209 0.41634591 0.47828141 0.55670064 0.6369241 0.46894473] [ 1.45574449] [ 0.8408728 0.62834744 0.62251329 0.20263841 0.40515234 0.28236997 0.61249766 0.67396482 0.65458652 0.36202149] [-0.58105665] [ 0.35514215 0.6578161 0.5088379 0.66160989 0.44211496 0.54487788 0.42707026 0.55866576 0.64720234 0.47458143] [-0.16085262] [ 0.40032528 0.61218158 0.41466069 0.56994236 0.40906302 0.52996067 0.36546102 0.47885806 0.48864027 0.66663778] [-0.28961002] [ 0.34435996 0.43111953 0.59703298 0.26508431 0.4792822 0.69669878 0.41837725 0.31740514 0.369161 0.43006849] [-0.66133444] [ 0.51373945 0.46717744 0.62530653 0.37744092 0.5583248 0.62481868 0.55401568 0.29871043 0.53892465 0.50231977] [-0.72274452] [ 0.26758235 0.53709097 0.45353534 0.55361527 0.37748369 0.66910857 0.47076433 0.68343612 0.55893058 0.55794275] [-0.5626232] [ 0.38721951 0.64776616 0.3957125 0.63654836 0.48281991 0.63954699 0.38963273 0.54077251 0.53320573 0.55514151] [-0.20981716] [ 0.27924183 0.60637314 0.40236028 0.63771888 0.35149246 0.67317985 0.40822417 0.6722126 0.57257952 0.37638514] [-0.37229413] [ 0.30094855 0.39824166 0.61287034 0.31734533 0.49056065 0.67237232 0.48738616 0.60382855 0.47841439 0.3947821 ] [ 0.33765537] [ 0.1651759 0.53448572 0.49626841 0.33694825 0.42269767 0.67891203 0.40083482 0.42958378 0.51567465 0.38378065] [-0.36085624] [ 0.36876455 0.68231848 0.38249595 0.63117377 0.31656606 0.57293092 0.33673495 0.47060929 0.54883484 0.59631411] [-0.27586109] [ 0.80396984 0.55302696 0.5074947 0.29062265 0.38533707 0.26678386 0.51771042 0.47448055 0.6103621 0.41931932] [-0.25504316] [ 0.43056166 0.38000134 0.60527577 0.28338031 0.54083154 0.58465425 0.446187 0.5414032 0.52679896 0.30757312] [ 0.24395845] [ 0.14441074 0.46812051 0.64909891 0.398305 0.59450026 0.81778319 0.45140651 0.28610798 0.43712087 0.47167853] [ 1.65628] [ 0.39138971 0.48408574 0.46786415 0.41901903 0.33589305 0.45117289 0.5579353 0.70761637 0.53605788 0.18492081] [-1.20528444] [ 0.22611867 0.27774877 0.78037675 0.26580814 0.36261969 0.60835283 0.45613175 0.55224805 0.37779165 0.18685377] [ 0.1593228] [ 0.19145251 0.4947149 0.3884489 0.60318293 0.4815077 0.84551874 0.3814914 0.52929416 0.37289915 0.45685186] [ 0.15308185] [ 0.10578106 0.68887653 0.36074344 0.63454653 0.38336714 0.69511066 0.35831197 0.45651193 0.54264837 0.58763864] [-0.37374452] [ 0.55263935 0.61807478 0.51599362 0.40601026 0.50032378 0.56795831 0.55702 0.5063364 0.52454671 0.60140115] [ 1.53863464] [ 0.75122561 0.55871607 0.52852679 0.36869746 0.22766312 0.25113493 0.56800062 0.66650528 0.6299146 0.2725599 ] [-0.09164987] [ 0.12538451 0.61731123 0.51178332 0.62026073 0.28457363 0.81390416 0.35356896 0.45633256 0.54989151 0.38945095] [ 0.23749683] [ 0.61806787 0.32266059 0.72227062 0.25182898 0.40977429 0.29570731 0.55926332 0.58667431 0.43872448 0.25603694] [-0.81994396] [ 0.35488853 0.31591917 0.74996759 0.23874262 0.3770049 0.53131327 0.49865877 0.43910957 0.46909838 0.20097763] [-0.37220785] [ 0.78521239 0.51683602 0.56740006 0.51514433 0.42682499 0.25594747 0.59119767 0.6400519 0.60333494 0.54655871] [-0.80947476] [ 0.31383862 0.74608508 0.31000607 0.69267634 0.24561347 0.48183295 0.52430872 0.62668452 0.57310158 0.45820632] [-0.47358245] [ 0.37146405 0.65913984 0.5486056 0.24017521 0.39521448 0.73241689 0.42473793 0.55390074 0.54383364 0.55705674] [ 0.36492634] [ 0.46002566 0.43766651 0.45969233 0.43652023 0.38387418 0.28925309 0.43042244 0.47045651 0.56417043 0.26810613] [ 0.31306054] [ 0.55748172 0.65686322 0.513476 0.67964134 0.40536019 0.48125408 0.46971797 0.60231078 0.56283831 0.60508328] [-0.3400181] [ 0.74404935 0.72687846 0.58774098 0.30136516 0.32413259 0.29394618 0.65007133 0.69421063 0.6859424 0.35849656] [-0.05009035] [ 0.39748598 0.28065717 0.72909037 0.26796386 0.5251849 0.58300024 0.42740406 0.34435613 0.32842258 0.38410063] [-0.30707856] [ 0.60068275 0.40420887 0.66900542 0.26681119 0.3745495 0.42316214 0.63586998 0.7170349 0.43824111 0.27782363] [-0.46883876] [ 0.33489385 0.70497062 0.45486366 0.59138574 0.41653518 0.64620668 0.48996911 0.44687059 0.5065627 0.56229622] [-0.59628854] [ 0.47021486 0.642752 0.51675068 0.69055001 0.41156303 0.65180552 0.379018 0.4709533 0.51770199 0.49015532] [-0.33253282] [ 0.38626256 0.62841919 0.43836139 0.57897022 0.31647184 0.48702892 0.35768772 0.55648989 0.62160579 0.42983501] Progress: 93.1% ... Training loss: 0.296 ... Validation loss: 0.471[-0.12107376] [ 0.29171291 0.43519677 0.66436897 0.28092818 0.56506589 0.63708028 0.45606277 0.38448228 0.40717639 0.44026731] [ 0.75524959] [ 0.56424746 0.58910727 0.45719212 0.55402837 0.31816702 0.57209946 0.53762104 0.70699949 0.56965711 0.39932318] [ 0.10829001] [ 0.27492594 0.64955717 0.46473355 0.63772339 0.28309944 0.61689161 0.49992791 0.59686267 0.49618424 0.44732448] [-0.45194765] [ 0.24913082 0.44462593 0.65256871 0.17170411 0.37854498 0.59121779 0.56633329 0.5495579 0.55924116 0.27625117] [-0.22959019] [ 0.38213876 0.6830251 0.31266623 0.73511615 0.25644469 0.53965172 0.36499674 0.39892407 0.58112914 0.59745903] [ 0.5546048] [ 0.05138167 0.58290718 0.410246 0.63439406 0.42533679 0.87167074 0.29072023 0.49328671 0.38463737 0.41360817] [-1.5468981] [ 0.57451029 0.71548432 0.53377571 0.38194224 0.33889924 0.38380787 0.5868572 0.58942908 0.68206004 0.31430476] [ 0.9730626] [ 0.72323398 0.33560777 0.696842 0.28941373 0.50689096 0.45738839 0.5116724 0.45451027 0.46958199 0.38760903] [ 0.33119191] [ 0.17706369 0.59139948 0.35131513 0.62367148 0.43149514 0.8940714 0.32495101 0.65549691 0.45173486 0.56372281] [ 1.17916648] [ 0.6453807 0.55435956 0.43640819 0.40957813 0.32709503 0.35069695 0.50176137 0.56749093 0.62522211 0.37564484] [ 1.57708069] [ 0.76915496 0.53214656 0.57436623 0.33497075 0.34029262 0.2377632 0.55615329 0.61211409 0.58994319 0.29349578] [ 0.22787571] [ 0.2608228 0.58179466 0.40942132 0.70824557 0.37837697 0.69405157 0.41457681 0.32380704 0.54206869 0.56501779] [ 0.06314347] [ 0.23046002 0.61885938 0.47882194 0.51646318 0.4012659 0.71293364 0.45370241 0.44133875 0.53725278 0.50059293] [ 1.49662401] [ 0.75904109 0.51642433 0.53994669 0.42750471 0.3899178 0.44860955 0.53914981 0.52713944 0.57735184 0.43042888] [ 0.60311189] [ 0.55049073 0.73755757 0.36341938 0.65667231 0.27738517 0.49034134 0.4734526 0.43618415 0.62523963 0.53665718] [-0.09677778] [ 0.60764282 0.59116109 0.4109117 0.45581127 0.39233985 0.28670904 0.44545727 0.48337418 0.54255462 0.53948264] [ 0.78139751] [ 0.77138362 0.36895004 0.65508455 0.28710826 0.47273816 0.44716047 0.53210388 0.42127951 0.47369532 0.36461371] [-0.06759782] [ 0.37541718 0.57607458 0.50254167 0.60953406 0.44997651 0.56741138 0.5068259 0.5514732 0.55853919 0.48737243] [ 0.22624345] [ 0.08369769 0.54529747 0.47352121 0.57704289 0.42565435 0.71649326 0.36168201 0.46435838 0.47469323 0.38697108] [ 0.20326952] [ 0.13137242 0.57061332 0.63858663 0.44806043 0.47626688 0.80799221 0.38148787 0.52377859 0.42263333 0.49470645] [ 0.36748713] [ 0.63576835 0.73683049 0.4396698 0.4971244 0.3230035 0.42736185 0.59515077 0.55615185 0.74362366 0.47206164] [ 0.26472243] [ 0.35802797 0.70515976 0.41674548 0.63275589 0.2474883 0.51292905 0.49801755 0.5611867 0.56934683 0.56222299] [-0.14141286] [ 0.28755917 0.68055571 0.35860164 0.63129764 0.41006571 0.54164773 0.41776969 0.41096462 0.58171401 0.59030158] [ 0.58866929] [ 0.09230791 0.51452636 0.63587071 0.37293231 0.60377659 0.84546605 0.4294964 0.27328889 0.43934873 0.4748084 ] [-0.02609935] [ 0.65561722 0.71413568 0.52353249 0.50836899 0.38009609 0.55015087 0.6289308 0.55045872 0.64264574 0.63553257] [-0.13207288] [ 0.23563816 0.37436649 0.60462947 0.59069794 0.37636547 0.71726547 0.4677913 0.54896881 0.48640109 0.30177601] [-0.48752374] [ 0.51061207 0.53150337 0.51533157 0.31910637 0.26468396 0.32702629 0.51540266 0.58120058 0.55941539 0.30328419] [-0.52620506] [ 0.75924953 0.38594878 0.57993462 0.35549579 0.28739539 0.44165154 0.48686292 0.54557143 0.40400986 0.38626343] [-0.43679112] [ 0.50804463 0.46697812 0.62354544 0.37980837 0.56153938 0.63191912 0.55121479 0.29301326 0.53552944 0.50857989] [ 0.32251657] [ 0.20184025 0.53357122 0.36414865 0.69065238 0.39835854 0.7865172 0.37755843 0.5645273 0.43663252 0.53683454] [ 0.35316544] [ 0.16834922 0.53821333 0.63359319 0.47074754 0.32688788 0.77106029 0.34261372 0.47445819 0.57471269 0.43262492] [ 0.11580717] [ 0.44169052 0.61769071 0.37756948 0.70321042 0.29921099 0.68499797 0.37704808 0.32395873 0.48979694 0.63639149] [ 0.22205656] [ 0.20189935 0.73617794 0.46788913 0.62040727 0.38168468 0.8352716 0.33374052 0.54336075 0.61336433 0.67359165] [-0.61734153] [ 0.53616284 0.59200053 0.38972792 0.52034319 0.43494011 0.58406296 0.54302556 0.48666527 0.55407915 0.58675472] [-0.32954295] [ 0.55579238 0.676511 0.59519504 0.21793809 0.42795745 0.57037186 0.45437808 0.56391756 0.5482631 0.47237297] [-0.34698689] [ 0.63786691 0.60188216 0.56927766 0.58260228 0.44633987 0.48102314 0.51154369 0.55026982 0.560421 0.53683176] [ 0.64789022] [ 0.51317024 0.61622412 0.49089255 0.4693098 0.32523165 0.44864997 0.45477978 0.55725015 0.49188674 0.55803348] [ 0.10247735] [ 0.23804245 0.17590811 0.78104036 0.39365833 0.58767082 0.79402519 0.46442179 0.28353757 0.3186644 0.28057761] [-0.94725995] [ 0.44377288 0.37075711 0.6549807 0.36160163 0.39850151 0.52686033 0.47302698 0.41804606 0.3429165 0.36065834] [-0.11573117] [ 0.55187022 0.68205901 0.50848561 0.46289491 0.50971785 0.59906121 0.5113105 0.46222729 0.5324317 0.72869713] [ 0.2560418] [ 0.38087289 0.57031978 0.42838115 0.57965545 0.38643006 0.64583038 0.51130621 0.64522525 0.38872902 0.37610262] [-0.08175746] [ 0.37483543 0.28530681 0.66118444 0.37981965 0.53837753 0.70736586 0.53047484 0.50594296 0.30417768 0.44393165] [ 0.03434936] [ 0.36279964 0.58168862 0.509215 0.43967239 0.43027792 0.66801519 0.45799415 0.4513706 0.45895753 0.49075217] [ 0.84195803] [ 0.60071844 0.54265479 0.58793269 0.56222026 0.43223993 0.52340974 0.40259055 0.53392609 0.48013903 0.51645813] [ 0.12539273] [ 0.58168137 0.57432607 0.51082657 0.52323175 0.34352085 0.46787346 0.52941956 0.39642456 0.54145403 0.57319942] [ 0.47892764] [ 0.62253379 0.66176028 0.46428276 0.62625689 0.21072163 0.39974591 0.49018741 0.61663647 0.64338636 0.39322439] [-1.0893145] [ 0.28400838 0.60945585 0.48241726 0.51399989 0.36880236 0.39656962 0.46532246 0.66479295 0.64764988 0.22437879] [-0.01578209] [ 0.23684142 0.67968063 0.44155237 0.55936044 0.31633541 0.69084268 0.4343533 0.46575115 0.53465394 0.51463665] [-0.01018095] [ 0.37733234 0.64141928 0.40466449 0.49593263 0.31687666 0.49095946 0.48206704 0.56013104 0.53191017 0.55779925] [-0.03432818] [ 0.48918681 0.67823932 0.51038149 0.67755977 0.41240217 0.75465733 0.45485588 0.41128474 0.51757291 0.64627026] [ 0.38755221] [ 0.12259074 0.50068306 0.44164563 0.39338274 0.47822877 0.72762743 0.38042591 0.35331232 0.46889035 0.41483666] [-0.21688344] [ 0.54063935 0.68120469 0.54038538 0.54497247 0.42264174 0.53149048 0.52788043 0.44913207 0.66214444 0.54037589] [ 0.02900959] [ 0.54241854 0.65436148 0.56185186 0.45007012 0.40531192 0.51987303 0.53764249 0.62645209 0.63383745 0.48187167] [ 1.05157312] [ 0.73494863 0.554184 0.57859568 0.23428343 0.48876438 0.54082514 0.64692265 0.67272842 0.53520011 0.44483187] [ 0.35901514] [ 0.65401236 0.54187835 0.40559438 0.47080278 0.28682507 0.59056348 0.39920662 0.44473931 0.48881942 0.48740937] [ 0.62868452] [ 0.08705641 0.62315208 0.38945848 0.64432569 0.47104001 0.76989424 0.32290547 0.37978824 0.44463728 0.55683429] [-0.05895706] [ 0.48377742 0.3393077 0.54669589 0.42027897 0.55133911 0.70077561 0.37260546 0.56539502 0.48824779 0.42843513] [-0.48140155] [ 0.50201937 0.38517721 0.6511992 0.34927192 0.39360462 0.49042268 0.54393285 0.55609583 0.42260334 0.28413089] [ 0.51092925] [ 0.08355793 0.28949233 0.64260157 0.53508448 0.38165652 0.80410834 0.30184294 0.30017517 0.31059356 0.25865079] [-0.01613364] [ 0.36282379 0.43213947 0.61862124 0.3614811 0.38949671 0.58915271 0.45709791 0.41379765 0.44642236 0.29067662] [-0.55982831] [ 0.18847676 0.45334654 0.5451477 0.38450282 0.35232986 0.67000756 0.36448591 0.51442799 0.36046231 0.3229575 ] [-0.32602639] [ 0.33143888 0.45459315 0.59233667 0.38860728 0.45847272 0.42822088 0.54166318 0.44225569 0.48214473 0.52677595] [-0.66016851] [ 0.57648807 0.65776257 0.37307083 0.58693822 0.27011461 0.44666682 0.44849045 0.42127706 0.5532964 0.60244904] [-0.00706447] [ 0.29089344 0.46860212 0.53071889 0.3358645 0.47471116 0.69793952 0.31547754 0.50779751 0.43788594 0.37699064] [-0.13196184] [ 0.43953658 0.5330846 0.45711637 0.55773624 0.39068238 0.45836696 0.42868173 0.43473482 0.45765532 0.50500596] [-0.35212634] [ 0.78205766 0.54430852 0.5931143 0.38194521 0.35734853 0.35470626 0.54756852 0.40418316 0.64173306 0.49140181] [ 1.59321184] [ 0.64975876 0.61497006 0.55835288 0.36850101 0.38090966 0.4161627 0.62457115 0.62408562 0.63449638 0.3262625 ] [ 0.09817955] [ 0.4045857 0.64821458 0.3857639 0.61209335 0.38597137 0.53806322 0.36002496 0.48645567 0.50882689 0.68910461] [-0.36143106] [ 0.72461958 0.4043159 0.57584945 0.34108142 0.38866467 0.46176488 0.50596486 0.62264576 0.41056855 0.3874013 ] [-0.14964433] [ 0.56542499 0.68832357 0.43613019 0.53385962 0.37128748 0.40949442 0.50949216 0.49676654 0.56560409 0.6910335 ] [ 0.72159674] [ 0.62787931 0.49374697 0.54436293 0.40723188 0.25548387 0.34217429 0.56379963 0.60485986 0.57062444 0.33345046] [ 0.31901058] [ 0.50224691 0.516777 0.62013638 0.34942167 0.45655895 0.52463993 0.55701115 0.52432134 0.55042332 0.41325764] [-0.2507047] [ 0.52469471 0.42178135 0.5242446 0.2880123 0.46602404 0.6426998 0.48616869 0.54954962 0.46108306 0.42584581] [ 1.65122313] [ 0.70375996 0.71632678 0.53318253 0.34805496 0.27392731 0.34667476 0.5251892 0.75183531 0.70723417 0.37044147] [ 0.68914797] [ 0.10399627 0.53967211 0.55912975 0.47322467 0.45305586 0.86713821 0.34099118 0.34780446 0.34963798 0.54078569] [ 0.67670514] [ 0.08985347 0.55856799 0.44070311 0.52262731 0.51894929 0.79790529 0.31715867 0.36446374 0.41271056 0.52674201] [-0.51303002] [ 0.46551181 0.66797878 0.55557433 0.27408504 0.58730141 0.46540703 0.46776144 0.46680887 0.53066682 0.64362634] [-0.34044753] [ 0.37085555 0.67668608 0.47761128 0.52860624 0.36079856 0.62617598 0.4106995 0.45333073 0.50477904 0.59090262] [ 0.16783365] [ 0.13545083 0.62710106 0.41016348 0.50860549 0.31074599 0.67419658 0.43461167 0.5951126 0.50868459 0.40552693] [ 0.03175595] [ 0.36022061 0.72194681 0.38496762 0.56065793 0.39182037 0.72868822 0.4567829 0.53292387 0.52274713 0.66032042] [ 1.80643772] [ 0.83089708 0.58301475 0.65191048 0.27555804 0.41554467 0.2891686 0.60675452 0.6841955 0.58945128 0.34479613] [ 0.25302891] [ 0.18776257 0.66208628 0.37638997 0.73893568 0.47204713 0.83341037 0.50092289 0.52450311 0.45525586 0.51612234] [-0.51045984] [ 0.25175114 0.68101099 0.49411058 0.52109628 0.31671092 0.53955827 0.44117823 0.73983322 0.60737685 0.34683456] [-0.23806139] [ 0.49249989 0.57018417 0.53015948 0.38116675 0.43076338 0.69694654 0.41402318 0.6521296 0.63732323 0.5505615 ] [-0.11801143] [ 0.49230752 0.63590915 0.4409361 0.53180252 0.5038901 0.53911537 0.46870629 0.46206359 0.54377718 0.61683652] [-0.9186221] [ 0.58389533 0.30437535 0.69245055 0.22462307 0.5047918 0.52831313 0.49860461 0.55018642 0.4686211 0.30633338] [-0.02372193] [ 0.27598434 0.73318981 0.4039634 0.64400657 0.2702759 0.7993288 0.30404881 0.56357966 0.58202602 0.59918069] [ 0.18157625] [ 0.06766872 0.58816771 0.48807146 0.68007723 0.30469133 0.74352491 0.38838121 0.52846481 0.49986261 0.41172218] [-0.04532402] [ 0.19498385 0.50357747 0.50452088 0.36601745 0.28576107 0.70019361 0.33155266 0.44772455 0.38501712 0.33519528] [-0.04570351] [ 0.30832455 0.58085212 0.55809785 0.34134645 0.45968587 0.68906251 0.40619716 0.55802084 0.49522419 0.5776042 ] [ 0.10652865] [ 0.39884162 0.66467654 0.43022919 0.57550673 0.31667511 0.75879236 0.38836467 0.36258046 0.59249929 0.6943381 ] [ 1.1178366] [ 0.61954251 0.65992635 0.57115379 0.37164599 0.48983238 0.3995166 0.48075281 0.57236203 0.56047531 0.49468896] [ 0.86624932] [ 0.73026632 0.65030254 0.4822345 0.37538242 0.36255241 0.341733 0.54382637 0.47847617 0.60108501 0.52444555] [ 0.57641495] [ 0.09736749 0.42044219 0.5733678 0.46201721 0.27397558 0.71208758 0.35400248 0.43560679 0.42730991 0.20863787] [ 0.7032729] [ 0.83759573 0.38924814 0.60480735 0.26878 0.44018049 0.34182405 0.53045951 0.44057108 0.55893808 0.44489483] [-0.07789023] [ 0.15020964 0.39956481 0.59831791 0.35499825 0.45323948 0.61823428 0.41917053 0.4064507 0.47375586 0.34145604] [ 0.16821319] [ 0.25522572 0.45685387 0.58422491 0.36063856 0.53915211 0.72023744 0.38256195 0.43986069 0.44760431 0.54561117] [ 0.70554652] [ 0.09325127 0.51314922 0.49793671 0.42639649 0.57308562 0.77621898 0.39227709 0.24731904 0.33296281 0.50700054] [-1.33916859] [ 0.42271419 0.63725044 0.40794507 0.55877871 0.22156524 0.35346463 0.51841205 0.75089851 0.54021513 0.25957043] [-0.24837007] [ 0.24243097 0.69348225 0.32244174 0.63789543 0.41734959 0.68426803 0.40761507 0.52198995 0.49851021 0.46089281] [-0.00853886] [ 0.54998887 0.58442588 0.61862338 0.37373783 0.54968653 0.57729306 0.56314801 0.48740234 0.49661828 0.58360233] [-0.14847207] [ 0.1584003 0.17562169 0.83218745 0.29866716 0.53160847 0.74524498 0.38081027 0.33317899 0.3207506 0.24838519] [-0.58890812] [ 0.18333766 0.51935628 0.54311536 0.43559861 0.40079407 0.7161522 0.36643479 0.66972091 0.45853479 0.35494506] [-1.05196617] [ 0.44326817 0.78109941 0.45747209 0.64023246 0.29932024 0.48790838 0.42473058 0.6743007 0.62346757 0.43390596] [ 0.58011006] [ 0.78136316 0.50016033 0.62822849 0.32835463 0.35511772 0.3043849 0.58275828 0.72217392 0.6208109 0.30095636] [-0.03948945] [ 0.45135857 0.54120277 0.45703455 0.45819583 0.30733009 0.31938786 0.45367948 0.49339096 0.59971789 0.28730489] [-0.15674223] [ 0.4213495 0.57273166 0.56886892 0.59912966 0.38685996 0.49395688 0.46214377 0.54312109 0.52589282 0.39497251] [-0.26270698] [ 0.48916101 0.52091155 0.50898639 0.41383291 0.5413625 0.4549 0.47729796 0.43925813 0.4993014 0.46598415] [ 0.37784376] [ 0.85918046 0.59772297 0.6270567 0.22419423 0.38955868 0.43160568 0.64755751 0.67075403 0.63208787 0.49354882] [-0.29519492] [ 0.24941218 0.46159494 0.65877963 0.34551653 0.53328478 0.71121719 0.43034429 0.42431287 0.49862605 0.4722468 ] [-0.75237868] [ 0.85233815 0.64015597 0.60993059 0.42791706 0.49827535 0.51920162 0.5971071 0.48249326 0.68738003 0.65985507] [-0.56095028] [ 0.34052441 0.64194172 0.58697443 0.50301664 0.44690841 0.63364719 0.42784562 0.51389821 0.49609024 0.44053778] [ 2.03266077] [ 0.86165483 0.674426 0.51266719 0.27378029 0.26934382 0.22802457 0.60449329 0.52514427 0.71907338 0.37360431] [ 0.39493541] [ 0.27611515 0.67065496 0.3997513 0.65822553 0.5425735 0.71668715 0.33852177 0.4827173 0.48867007 0.6282409 ] [-0.11978957] [ 0.31898207 0.72183861 0.38412824 0.67247818 0.35346321 0.69721253 0.50423008 0.66651418 0.55549128 0.49968282] [-0.16897586] [ 0.28736072 0.43460989 0.66445368 0.21865556 0.51824477 0.71459949 0.44136035 0.36536228 0.47355987 0.42585368] [ 0.04421166] [ 0.31193167 0.53323693 0.5848793 0.40639788 0.40849765 0.48222498 0.48278993 0.44994214 0.50159255 0.4221792 ] [ 0.39283748] [ 0.36833662 0.71484197 0.43899891 0.66767 0.42671081 0.65140958 0.38137239 0.55765315 0.57074941 0.61893879] [ 0.77671993] [ 0.74027533 0.56590307 0.62488793 0.33032806 0.46759566 0.45233107 0.63910254 0.48057043 0.55443615 0.48924641] [-0.21665926] [ 0.58658666 0.60980019 0.44710571 0.4316492 0.41614728 0.50744331 0.54898506 0.49133211 0.4711078 0.58805098] [-0.00116915] [ 0.29919412 0.34216234 0.69087711 0.14684102 0.37854773 0.48989663 0.57683289 0.55100391 0.53411355 0.18063548] [-0.00513892] [ 0.37121719 0.55095337 0.50257184 0.37704026 0.43559514 0.72251151 0.37668301 0.69975052 0.50249294 0.5253419 ] [ 0.36225854] [ 0.05674942 0.54786929 0.45774644 0.64525014 0.47050769 0.8328711 0.38737526 0.42687764 0.43324734 0.36818727] [-0.11912321] [ 0.83340197 0.45839699 0.5681871 0.42807892 0.30918194 0.35350156 0.45805478 0.35504881 0.58807119 0.41643 ] [ 0.20800791] [ 0.13969508 0.51177742 0.48570295 0.55145106 0.39450369 0.73287548 0.39863136 0.39524285 0.52226171 0.35583729] [ 0.11626066] [ 0.43480276 0.32348625 0.71293306 0.36343288 0.61196087 0.62442908 0.42418655 0.49086382 0.4544716 0.41947567] [-0.83459916] [ 0.33607574 0.47186969 0.49929368 0.56185554 0.40556584 0.60904472 0.47015037 0.58158199 0.3365196 0.29491159] [-0.89388122] [ 0.3750429 0.63000267 0.41103439 0.66688097 0.29398102 0.55971862 0.55771518 0.7837278 0.50239672 0.28139164] Progress: 93.4% ... Training loss: 0.305 ... Validation loss: 0.448[-0.2697731] [ 0.36244011 0.47903528 0.4918298 0.62325813 0.53224425 0.57125383 0.41134743 0.46794939 0.49728946 0.38663007] [ 0.17015125] [ 0.26170523 0.66021176 0.44892468 0.62338739 0.36544519 0.81261767 0.39470107 0.47306484 0.41991194 0.61652793] [ 0.10728514] [ 0.35032928 0.74850001 0.41414509 0.66870514 0.54429418 0.77603179 0.54345208 0.47007639 0.52932637 0.7414 ] [-0.19262627] [ 0.2619988 0.43100637 0.60947755 0.54851242 0.32434925 0.70140921 0.38992586 0.5184942 0.44989955 0.42093966] [-0.48277669] [ 0.1971867 0.52928895 0.51235587 0.39827049 0.3689668 0.59514677 0.38229869 0.47892123 0.44088351 0.31388967] [-0.23452636] [ 0.50399673 0.58510864 0.48983859 0.27920038 0.4500096 0.62199187 0.52931729 0.49610589 0.41885024 0.47603779] [-0.52230511] [ 0.68587302 0.45100445 0.55959752 0.32070249 0.3184225 0.50157753 0.51855854 0.63321715 0.42096806 0.33067516] [-0.00064748] [ 0.30704815 0.64700576 0.49042367 0.48779523 0.47510257 0.77774539 0.45789236 0.41519943 0.47439418 0.58938076] [-0.05927251] [ 0.33269187 0.62104932 0.43409746 0.68134721 0.45020179 0.63139469 0.36836323 0.4740079 0.52464924 0.54159236] [-0.0681033] [ 0.2676847 0.54202076 0.42636031 0.62232465 0.38976274 0.70787671 0.51005472 0.57497967 0.46772298 0.50832482] [ 0.87976712] [ 0.46135783 0.77464507 0.38543579 0.57131577 0.3674577 0.47953068 0.53206986 0.6613307 0.70780454 0.42829769] [-0.17191966] [ 0.17639785 0.46183247 0.62253183 0.38637869 0.50924971 0.62427365 0.44362606 0.37125402 0.52694752 0.37758599] [-0.10724127] [ 0.19468909 0.5408306 0.51866404 0.36698796 0.50746346 0.77161195 0.34323707 0.49479428 0.46035402 0.53259341] [ 0.16888333] [ 0.12024546 0.51727258 0.50786493 0.45708581 0.45458933 0.75372917 0.40869875 0.2961266 0.38928263 0.41116447] [-0.12600312] [ 0.53440965 0.63658988 0.48534943 0.43898706 0.33206835 0.5011951 0.4688134 0.48660252 0.55390569 0.59963988] [ 0.08015318] [ 0.19543365 0.58164471 0.56530515 0.35296552 0.41708697 0.73851903 0.33994224 0.40893758 0.50395603 0.45875093] [-0.0988597] [ 0.61425651 0.58947988 0.5763026 0.31782306 0.43932031 0.41006306 0.56027059 0.5604284 0.44806089 0.46532633] [-0.57819525] [ 0.15444911 0.42011679 0.70980391 0.24411237 0.42155367 0.69053713 0.47683978 0.46061484 0.48246855 0.28645122] [ 0.82677055] [ 0.66911307 0.53685459 0.67365244 0.28083887 0.37417767 0.3366841 0.5418114 0.7248935 0.56790806 0.28002594] [-0.01960052] [ 0.17894572 0.51682771 0.60168746 0.29173204 0.48886375 0.71513046 0.40412682 0.55980672 0.47016751 0.51392395] [-0.92717228] [ 0.80199289 0.47480037 0.56559511 0.43659491 0.37928995 0.38405974 0.45609221 0.390192 0.56130636 0.45489523] [-0.37520529] [ 0.24142391 0.70825627 0.43584408 0.60650989 0.3723445 0.66831819 0.47780525 0.55403905 0.5267087 0.52646898] [ 0.02175638] [ 0.22354318 0.37997608 0.69711838 0.35368156 0.4830311 0.78038868 0.3799744 0.39642438 0.43217632 0.40135133] [-0.26751344] [ 0.11599398 0.49470332 0.52005927 0.49762554 0.42934006 0.67350503 0.46245902 0.43808986 0.4086827 0.30680841] [-0.64583247] [ 0.75957341 0.59027024 0.59541923 0.21836849 0.34006126 0.31132285 0.62256458 0.59821201 0.67668979 0.43502465] [-0.6662393] [ 0.7678747 0.63255364 0.61471404 0.3196254 0.43991386 0.47827048 0.57712337 0.55542213 0.67664764 0.53847893] [-1.19322086] [ 0.32203455 0.44726448 0.57274124 0.1952419 0.35659454 0.43974213 0.45422552 0.65205778 0.48829433 0.20160747] [ 0.26417353] [ 0.11679275 0.5303874 0.37609273 0.67269561 0.41013218 0.77942406 0.40445048 0.53152097 0.4391272 0.50193171] [ 0.34623688] [ 0.84403188 0.45816665 0.57198725 0.38564423 0.3346231 0.31638313 0.50452188 0.40551431 0.61176151 0.41082376] [ 0.42950608] [ 0.50630265 0.75317817 0.42100667 0.43570178 0.35893588 0.42746911 0.43258319 0.55361124 0.60071019 0.62433951] [-0.36648232] [ 0.69394414 0.52243826 0.52889421 0.48042413 0.52554092 0.33538461 0.50252202 0.50686229 0.57036592 0.49739169] [ 0.0576642] [ 0.57672979 0.61634238 0.49713994 0.45891619 0.40720875 0.38207389 0.48693899 0.48095388 0.53445557 0.61690975] [-0.47864613] [ 0.65292266 0.57645181 0.57760849 0.35229379 0.515232 0.61939461 0.53831288 0.52192145 0.63427665 0.60469399] [-0.61260586] [ 0.46983414 0.59910749 0.47020812 0.40097601 0.43172279 0.64920941 0.46965323 0.55252953 0.49018323 0.52096694] [-0.46581279] [ 0.39202361 0.71044232 0.39621661 0.70557521 0.41081787 0.63616383 0.41042911 0.48124833 0.61715914 0.50288799] [ 0.18979656] [ 0.4010212 0.52861445 0.53970648 0.45538644 0.33329463 0.53993129 0.49203772 0.50639393 0.45780218 0.47680855] [ 0.21950932] [ 0.15903244 0.49707126 0.38817826 0.54200428 0.51858544 0.83209024 0.32447258 0.56628221 0.44376696 0.55016782] [ 0.45356826] [ 0.42618943 0.46495468 0.48910825 0.56276282 0.4432584 0.58540079 0.36930544 0.50004861 0.48380554 0.48691935] [-0.73605062] [ 0.49501334 0.5311847 0.51613041 0.5269752 0.37270476 0.58898544 0.45096425 0.29057356 0.57911329 0.49917006] [ 0.41668691] [ 0.53712938 0.57350582 0.52022617 0.52322286 0.35638958 0.48549694 0.41100182 0.48613933 0.53737405 0.50897498] [ 0.25555836] [ 0.31206673 0.68935325 0.33806569 0.35423556 0.32041321 0.55415651 0.43660041 0.47330889 0.62257584 0.41506938] [ 0.5962235] [ 0.74464615 0.61527951 0.53063623 0.27907654 0.24305723 0.32663689 0.58308878 0.67440162 0.60710113 0.41651944] [-0.44677403] [ 0.38362969 0.5727799 0.49660744 0.63948386 0.4702551 0.75803248 0.42325481 0.60815705 0.40995627 0.45827295] [ 0.38068059] [ 0.10878377 0.61057095 0.62439733 0.33677505 0.50538905 0.81816252 0.4267815 0.3290518 0.43831918 0.46065911] [-0.48518689] [ 0.40652443 0.80161452 0.29877428 0.73358215 0.27368574 0.48353991 0.37163689 0.36909781 0.55549653 0.67193555] [-1.01088664] [ 0.41947164 0.53570908 0.6984258 0.24616317 0.49477621 0.505776 0.47153052 0.50680268 0.53260803 0.37155272] [-0.42948146] [ 0.49652423 0.70502855 0.3707047 0.58730024 0.37582433 0.49500387 0.38988159 0.49480951 0.55519397 0.71787787] [-0.04131919] [ 0.30336366 0.62347783 0.3935094 0.5832422 0.35371153 0.61167094 0.40286151 0.41604022 0.46387666 0.6489971 ] [ 0.10131836] [ 0.31979916 0.37304639 0.58189457 0.31082833 0.41755688 0.60981102 0.3459477 0.44600734 0.42834516 0.27645278] [ 1.50408458] [ 0.83979991 0.58337379 0.65846338 0.26781315 0.40387513 0.2658575 0.61768782 0.70553033 0.60232415 0.32338497] [-0.84200605] [ 0.74063502 0.605241 0.55369246 0.29520668 0.32787298 0.42415901 0.48927128 0.58040017 0.6373956 0.51466534] [ 0.29607244] [ 0.63553347 0.5580559 0.59622343 0.2906915 0.3268124 0.47145204 0.59207428 0.75839856 0.50218393 0.33519655] [-0.0618894] [ 0.72916128 0.47656668 0.5663826 0.42411843 0.40086836 0.41374708 0.52965379 0.49389223 0.51746783 0.4102746 ] [ 0.23521383] [ 0.38509554 0.77534543 0.31500443 0.66479149 0.26418475 0.55105231 0.51841478 0.62231333 0.63351297 0.47387508] [-0.59635701] [ 0.7504269 0.56395205 0.58406609 0.2583513 0.38336052 0.49008607 0.60672525 0.45066504 0.56793184 0.58994151] [-0.27788675] [ 0.13309855 0.54763893 0.60111761 0.43615786 0.37671189 0.76175782 0.33735049 0.46389368 0.45375383 0.37352346] [-0.54678875] [ 0.38452564 0.4959412 0.65902329 0.42297792 0.53694574 0.66418719 0.38267686 0.39189127 0.42411328 0.4316609 ] [-1.86947121] [ 0.76037257 0.55592751 0.52380474 0.46440273 0.28351524 0.31547957 0.53397857 0.47448658 0.61404416 0.37224072] [-0.63208183] [ 0.65171871 0.68965125 0.50524536 0.51025519 0.49089435 0.61768933 0.55056696 0.45202747 0.5962212 0.65779727] [-0.25937854] [ 0.4367961 0.57521979 0.42928139 0.48759659 0.33345688 0.32595131 0.45172723 0.55371269 0.48621197 0.47831291] [ 0.67870888] [ 0.3520124 0.71628497 0.34683325 0.7707215 0.26671959 0.62803353 0.36542434 0.40285686 0.52720752 0.80151495] [-0.5848836] [ 0.73741164 0.49612391 0.51747584 0.43533481 0.36843799 0.31724182 0.43809922 0.50698599 0.57731122 0.47893361] [-0.38348159] [ 0.37413737 0.61541103 0.32876654 0.76044349 0.32008725 0.47982071 0.52424206 0.60717248 0.473036 0.69210765] [ 0.34219724] [ 0.38335671 0.6723068 0.42004854 0.70822404 0.2130873 0.61028361 0.31268777 0.3594162 0.52365612 0.4978618 ] [-0.66216686] [ 0.7437809 0.58749991 0.50121912 0.38031291 0.33771046 0.3550805 0.49851785 0.47486218 0.55897515 0.41511154] [-0.4471323] [ 0.41609993 0.71199153 0.34455027 0.705506 0.31867557 0.57058133 0.51957417 0.54803689 0.54586378 0.53313326] [-0.01405896] [ 0.40273696 0.64513877 0.45695774 0.5309378 0.32792068 0.48341561 0.35751133 0.53025514 0.51479303 0.53854374] [-0.34021022] [ 0.22040324 0.47537931 0.57215112 0.41445356 0.44421613 0.4795438 0.5469882 0.46398551 0.47593481 0.53566103] [ 0.46529838] [ 0.33102876 0.74921966 0.24713899 0.62714923 0.23275278 0.65861461 0.40999417 0.52386097 0.54733178 0.57919773] [ 0.49123577] [ 0.42104429 0.66692384 0.41643552 0.57080882 0.27290719 0.40377103 0.56050876 0.71175975 0.63241816 0.25106632] [-0.1577626] [ 0.21551596 0.31661171 0.67200906 0.27562277 0.47533303 0.68341747 0.45243669 0.36463314 0.33791646 0.38512038] [ 0.15342088] [ 0.20565124 0.55651371 0.50035548 0.4126432 0.38315013 0.76222919 0.38087984 0.49305265 0.38489472 0.41660905] [-1.29649782] [ 0.31340697 0.69463259 0.44823597 0.47966962 0.34258736 0.53694891 0.53651657 0.65501725 0.60722158 0.35714656] [-0.42835553] [ 0.31730258 0.75772947 0.47289413 0.50070392 0.37593708 0.73457396 0.49956144 0.45886355 0.65442734 0.60304126] [-0.02842049] [ 0.20557297 0.35299587 0.62828645 0.30010795 0.44639571 0.76540071 0.41232716 0.36841963 0.37759525 0.26912285] [-0.52452967] [ 0.66915885 0.67291299 0.42358336 0.35737401 0.2955893 0.44965552 0.55308401 0.474959 0.54194479 0.55882562] [-0.54466991] [ 0.70937281 0.66088131 0.51060651 0.55138757 0.29439185 0.45717662 0.51168333 0.46438022 0.68369791 0.60496591] [ 0.47747908] [ 0.32717178 0.65231362 0.38828102 0.70787442 0.2612658 0.63392629 0.32280078 0.40751302 0.53806918 0.57289361] [-0.24886654] [ 0.48408433 0.5332513 0.53963972 0.3952616 0.45036303 0.69700255 0.36533996 0.38507237 0.40156111 0.62927519] [-0.57938715] [ 0.75921271 0.45773329 0.60241131 0.33500061 0.49246244 0.41349132 0.57716975 0.49023204 0.46751848 0.41809975] [ 0.83462709] [ 0.29911293 0.68265243 0.4878488 0.54883147 0.30957582 0.62082258 0.4041846 0.61540959 0.60196114 0.38831565] [-0.34925971] [ 0.23881286 0.69347375 0.32219724 0.63819612 0.41781973 0.68939401 0.40686492 0.52209583 0.49753396 0.46141297] [-0.24915643] [ 0.48304768 0.42287828 0.60759234 0.43146665 0.47357117 0.50546749 0.56206178 0.48555911 0.4504665 0.32210216] [ 0.24962762] [ 0.24883074 0.60406385 0.38693165 0.72220178 0.37560108 0.77250931 0.37960084 0.41840721 0.37065193 0.55805325] [-0.01757443] [ 0.35073623 0.70327203 0.37991012 0.42453194 0.33156903 0.71601438 0.50143462 0.59053564 0.49318786 0.52399419] [-0.48314306] [ 0.57261316 0.43646343 0.5449689 0.3120177 0.5027941 0.58106124 0.50642711 0.6185658 0.49031145 0.62453968] [-0.51957054] [ 0.5780484 0.64544925 0.52630974 0.57648803 0.42236959 0.57409918 0.36709277 0.61569838 0.61541887 0.46692987] [ 0.1550383] [ 0.49905091 0.78618064 0.41407674 0.56132875 0.32182664 0.48582968 0.5644849 0.51482412 0.67664249 0.73490099] [ 0.29649784] [ 0.29114308 0.46654774 0.50146549 0.57416739 0.46266834 0.61955128 0.38861923 0.60504084 0.56096564 0.4697121 ] [ 0.33186862] [ 0.15036052 0.67740039 0.47633256 0.49783785 0.42546785 0.80077337 0.32503056 0.47256297 0.51265427 0.68212511] [ 0.39159806] [ 0.15239704 0.67957344 0.4956054 0.51792585 0.42415583 0.80185313 0.3093017 0.43593439 0.47025498 0.68254446] [ 0.36847682] [ 0.11445258 0.64993972 0.46993124 0.60110419 0.309831 0.81429799 0.27760576 0.45139944 0.48447583 0.4566373 ] [-0.15313854] [ 0.32553092 0.62533614 0.4875939 0.54466042 0.37287891 0.67757174 0.42135711 0.46206653 0.44768729 0.48296425] [ 0.33004595] [ 0.23670692 0.53005873 0.52864834 0.53586101 0.60184654 0.77107999 0.36992196 0.47464841 0.35364821 0.62819655] [-0.32587126] [ 0.24719861 0.20306822 0.72450206 0.28097579 0.52685335 0.66821826 0.44851537 0.32877329 0.42886728 0.19154565] [-0.19804027] [ 0.47202557 0.57662012 0.5289857 0.51682507 0.58529433 0.67697268 0.45791894 0.37249408 0.50748641 0.57444528] [-0.58726489] [ 0.57592169 0.52698824 0.56383995 0.34083169 0.38983751 0.37041399 0.49721595 0.50650263 0.48047303 0.40154887] [-0.11160574] [ 0.43808646 0.48127782 0.6836519 0.45505021 0.53173895 0.59922172 0.46703794 0.53956199 0.53653663 0.46719637] [-0.15762005] [ 0.34951039 0.66649019 0.4452612 0.52360962 0.28751863 0.62529046 0.41246157 0.52043393 0.5030761 0.42735842] [ 0.04401181] [ 0.40732253 0.57585014 0.49152972 0.43933545 0.30552503 0.42329639 0.44102701 0.52491138 0.55451415 0.39241664] [-0.63909099] [ 0.78194733 0.42914855 0.59487315 0.31804464 0.50292832 0.32055234 0.48136973 0.44709632 0.4237392 0.62049598] [-0.07910782] [ 0.17177789 0.47521073 0.58803672 0.43418614 0.41846058 0.72260896 0.314971 0.48397762 0.49392661 0.32792477] [-0.45529264] [ 0.60367675 0.68182908 0.54153197 0.57531512 0.41449267 0.50022469 0.43628062 0.60568185 0.707744 0.46594954] [-0.08306573] [ 0.28341531 0.60369642 0.46905213 0.47258598 0.49027313 0.73483446 0.40475564 0.51572502 0.38431679 0.56371029] [-0.61389831] [ 0.58107951 0.7492661 0.51500737 0.51609768 0.29894712 0.50555496 0.55391757 0.5839229 0.68474022 0.49472196] [-0.0961237] [ 0.4260857 0.73853904 0.39078767 0.59045805 0.44202533 0.72164765 0.40561887 0.41328293 0.58963794 0.72176718] [ 0.13588191] [ 0.19318784 0.64912947 0.35755804 0.32540557 0.33457373 0.79312196 0.35366821 0.45491293 0.43445592 0.48221994] [ 0.45179058] [ 0.26409516 0.34078751 0.66468376 0.29670894 0.55859907 0.61728629 0.44150178 0.37499714 0.49387214 0.39141097] [-0.40652963] [ 0.708776 0.51845615 0.58603546 0.55667534 0.48411038 0.44229486 0.44722054 0.57716474 0.46741818 0.61440432] [-0.11972087] [ 0.34310435 0.58910057 0.47879175 0.35195609 0.38363948 0.57965881 0.46271387 0.52444565 0.48981095 0.40594023] [-0.14571658] [ 0.29056275 0.67106183 0.46709021 0.52108977 0.32601089 0.63537377 0.58406057 0.63095944 0.53004261 0.50682479] [ 1.62331247] [ 0.76302055 0.56702573 0.55755891 0.25368455 0.27027862 0.30291024 0.64078257 0.7494997 0.59408252 0.2610906 ] [ 0.19240921] [ 0.20090069 0.59072887 0.53648059 0.38610416 0.35763977 0.62406175 0.48427925 0.56256425 0.56833079 0.31071878] [ 0.27683691] [ 0.07953217 0.62965116 0.52428334 0.56273532 0.33641601 0.74894637 0.34586444 0.47152411 0.44780601 0.42935502] [-0.14954899] [ 0.17851588 0.57100431 0.48052252 0.57395212 0.34639756 0.72263068 0.39249848 0.62144701 0.52845386 0.43066976] [-0.55565057] [ 0.78242743 0.63038354 0.48695909 0.31047488 0.3500104 0.40976939 0.46341837 0.53372338 0.6609003 0.50127613] [-0.154958] [ 0.48417958 0.52578277 0.46754765 0.54935574 0.45361621 0.56678102 0.40168158 0.42226604 0.48890447 0.5637946 ] [-0.2442003] [ 0.43846243 0.74019406 0.44748317 0.61209899 0.37796894 0.51447369 0.41076184 0.60249348 0.7546283 0.4690818 ] [ 0.15555026] [ 0.49862653 0.48808236 0.66876672 0.33719479 0.48293345 0.49411613 0.50146316 0.58784515 0.45403241 0.34343994] [ 0.67435556] [ 0.52904562 0.68366057 0.47766656 0.51957212 0.29099389 0.62775626 0.46618033 0.59926019 0.5857195 0.58887034] [-0.6662393] [ 0.7678747 0.63255364 0.61471404 0.3196254 0.43991386 0.47827048 0.57712337 0.55542213 0.67664764 0.53847893] [-0.62233187] [ 0.47060886 0.67098591 0.43253818 0.62846138 0.23769293 0.5355223 0.39767104 0.47460019 0.50930331 0.51805729] [ 0.03799091] [ 0.09142705 0.57429582 0.44405856 0.60373433 0.3790472 0.76773459 0.35953845 0.57973226 0.4053115 0.4244386 ] [-0.18439563] [ 0.55501034 0.27531332 0.6654005 0.50759336 0.52377951 0.42534205 0.52802933 0.69207894 0.37636219 0.16585429] [-0.23532618] [ 0.64327339 0.36469771 0.56024542 0.4993155 0.43043384 0.39587454 0.57054882 0.40347139 0.44848147 0.41552957] [-0.37091495] [ 0.59167764 0.39507146 0.62035011 0.46983672 0.57927636 0.49674354 0.5105048 0.3965077 0.52869555 0.34254602] [-0.05617401] [ 0.44657659 0.65054818 0.39892907 0.55017843 0.32634592 0.62944148 0.51674007 0.72827222 0.43598676 0.36856707] [ 1.73567618] [ 0.56584183 0.59925422 0.42500182 0.50072139 0.23456192 0.39224455 0.437709 0.38650386 0.56104363 0.36896572] Progress: 93.7% ... Training loss: 0.298 ... Validation loss: 0.483[-0.30510839] [ 0.42029146 0.68321634 0.3520864 0.48487698 0.48331916 0.66971167 0.45733065 0.46758771 0.48741689 0.59963679] [ 0.40659515] [ 0.19379049 0.53068253 0.60315994 0.43718713 0.54369732 0.74267874 0.32959612 0.32616949 0.38935812 0.50439533] [-0.19438505] [ 0.34491109 0.52852623 0.59523789 0.54429469 0.53353509 0.71917959 0.44144923 0.46417256 0.4808202 0.47675782] [-0.11671298] [ 0.2161504 0.30683299 0.57430247 0.55579692 0.47032716 0.63827883 0.45465595 0.52928085 0.35179983 0.33827619] [-0.44813777] [ 0.56519299 0.71905839 0.39126864 0.6371785 0.23492418 0.64882149 0.35962155 0.4176432 0.56567693 0.6174319 ] [ 1.39836702] [ 0.52541104 0.60580457 0.52286616 0.3730488 0.30853822 0.37208146 0.44174365 0.50530967 0.49061373 0.4388059 ] [-0.79734377] [ 0.40608546 0.59323743 0.47545963 0.5858917 0.46214835 0.4129011 0.41369759 0.6030654 0.51336502 0.48044556] [ 0.46945472] [ 0.3246831 0.49241907 0.51219918 0.24852834 0.3839315 0.5755667 0.44405237 0.46526695 0.51167916 0.35960154] [-0.52214848] [ 0.68194238 0.59437105 0.4623361 0.56663931 0.26208682 0.42632375 0.46417461 0.51915368 0.6339465 0.41392551] [ 0.53850772] [ 0.56078393 0.61289217 0.51651435 0.2447589 0.32967052 0.53240984 0.51613255 0.76218247 0.65243498 0.37681547] [-0.38103617] [ 0.68207517 0.53292547 0.49713307 0.34288342 0.45029383 0.53026871 0.55892099 0.56072777 0.46206004 0.53177218] [ 0.80087947] [ 0.56892746 0.5346965 0.54947704 0.52669348 0.51684679 0.4172867 0.54161124 0.46911212 0.57061121 0.36888179] [-0.16086579] [ 0.4328129 0.72681149 0.39990025 0.56395139 0.2750085 0.6869983 0.42138338 0.47551983 0.5315009 0.67623352] [ 1.84749901] [ 0.25812008 0.56958285 0.44629143 0.56552206 0.313443 0.5584848 0.34914267 0.54917476 0.56956794 0.38058037] [ 0.00475357] [ 0.26505745 0.58520306 0.56889983 0.40274187 0.38087533 0.70548139 0.43372824 0.59762508 0.51050533 0.49339979] [ 0.46332029] [ 0.30445515 0.46043123 0.56692056 0.42296839 0.48536755 0.65007968 0.39519135 0.50508194 0.5978741 0.49329254] [ 0.06060361] [ 0.16821013 0.52987438 0.44002285 0.50841826 0.36597132 0.61206986 0.44778656 0.5577927 0.53636196 0.26616571] [-0.45287357] [ 0.2450255 0.50444446 0.66378331 0.32711995 0.2918712 0.65629163 0.49199845 0.64485237 0.50880524 0.28811161] [-0.42846227] [ 0.57333824 0.31470039 0.6877269 0.2769018 0.50380206 0.47185032 0.46997796 0.37886777 0.45667009 0.38804243] [-0.3965315] [ 0.72090025 0.54723608 0.62685534 0.34595895 0.52171024 0.47818429 0.50020812 0.48433218 0.44453018 0.5989515 ] [ 0.08643247] [ 0.51464788 0.71045633 0.41879306 0.46638474 0.43549126 0.68006652 0.50843189 0.49739377 0.52640034 0.68554815] [ 0.16494563] [ 0.41403843 0.70482659 0.27041609 0.59889969 0.41514617 0.6823792 0.41730251 0.4713647 0.49155856 0.57702158] [-0.11720141] [ 0.48444068 0.50886614 0.55980531 0.60388669 0.53306616 0.59459984 0.42541281 0.5125374 0.60453314 0.48434136] [-0.47940253] [ 0.55104834 0.61942515 0.43182909 0.44053142 0.47299062 0.42365378 0.47075388 0.43846508 0.54999633 0.56730072] [ 0.11564311] [ 0.4194911 0.73832899 0.38819717 0.5940553 0.44648606 0.73011933 0.40160458 0.403941 0.58520208 0.72899342] [-0.67649242] [ 0.75697037 0.34141409 0.68843942 0.35445845 0.45203519 0.24775698 0.55536013 0.60142844 0.48343696 0.20780529] [-0.13028015] [ 0.26211347 0.36771094 0.72005808 0.26654623 0.53873686 0.5889531 0.41223308 0.4570643 0.5052675 0.32079317] [-0.17064941] [ 0.65194406 0.75282367 0.41462424 0.44918814 0.32301439 0.49299319 0.53442082 0.59970244 0.6002768 0.56903338] [ 0.46244252] [ 0.81688966 0.61148148 0.51361033 0.39876695 0.36849652 0.37743617 0.50831479 0.38374078 0.56144197 0.64276158] [ 0.05332226] [ 0.24674975 0.65083753 0.39896985 0.62908328 0.40522973 0.79933675 0.48435717 0.54256052 0.51393266 0.55381185] [ 0.60086804] [ 0.08851223 0.45264148 0.59172185 0.47826934 0.43284119 0.8396358 0.35425058 0.31079456 0.38061782 0.4351923 ] [ 0.06135801] [ 0.25497294 0.77805833 0.24484011 0.74312654 0.27735509 0.7176514 0.40296055 0.59769273 0.52423678 0.64891643] [-0.2838227] [ 0.61527336 0.5851673 0.43126306 0.51054859 0.36575688 0.36470208 0.47884885 0.40119538 0.57893116 0.45203948] [ 1.76354591] [ 0.6724109 0.40311627 0.59628707 0.36881438 0.37798252 0.39040546 0.48984066 0.52898046 0.39954357 0.33678885] [ 0.38388876] [ 0.24272244 0.47515293 0.37918094 0.56993256 0.33381265 0.6953383 0.3948452 0.6971623 0.43601112 0.28123916] [ 0.35020738] [ 0.2667459 0.73512085 0.40097044 0.55426007 0.35967746 0.67494569 0.38682961 0.39939054 0.623168 0.66867854] [ 0.1054077] [ 0.45011117 0.36627936 0.67090709 0.1691903 0.35890923 0.45721785 0.57943949 0.55194821 0.54291011 0.20148553] [ 0.69660909] [ 0.12211498 0.4945942 0.58378901 0.50404143 0.49489961 0.78564671 0.36354778 0.30423174 0.31823235 0.57528728] [-0.17712608] [ 0.40373559 0.42662458 0.67365392 0.17904847 0.4866943 0.70612654 0.46911784 0.3954 0.38379019 0.44986683] [-0.43226118] [ 0.5631503 0.50439833 0.67119126 0.34023443 0.52891243 0.66633701 0.39605407 0.57634155 0.5610574 0.57841364] [-0.91545986] [ 0.79298581 0.49249371 0.58440107 0.24645548 0.29796408 0.2100663 0.52132874 0.58283771 0.59244812 0.28652843] [ 0.22025325] [ 0.17216457 0.64353569 0.37064256 0.64056995 0.38337205 0.75508506 0.30928392 0.65566041 0.53343908 0.6005519 ] [-0.35448606] [ 0.48016395 0.56036052 0.46226362 0.49125126 0.24166204 0.26078951 0.45424502 0.64154602 0.59166193 0.231121 ] [-0.15689257] [ 0.26850276 0.35964314 0.45711243 0.53875372 0.37784145 0.68537352 0.3600885 0.42603058 0.47816289 0.3063936 ] [-0.555269] [ 0.5737649 0.5442361 0.55625705 0.45162047 0.48562705 0.64883477 0.4953058 0.35814404 0.42284732 0.51272785] [ 0.0913382] [ 0.29127293 0.4297938 0.68279662 0.28808414 0.51571507 0.65577285 0.42299934 0.40870554 0.51617465 0.45396518] [ 0.84899684] [ 0.63674121 0.56084496 0.58130083 0.40830466 0.33494424 0.41997066 0.60967186 0.70494925 0.52673314 0.30511797] [ 0.68601001] [ 0.59472223 0.61598759 0.51952294 0.43917629 0.32151377 0.53693681 0.46971573 0.44489708 0.49475286 0.54247601] [ 0.91904753] [ 0.45191868 0.62878303 0.40654526 0.52897648 0.33487915 0.33928959 0.43081875 0.54098094 0.524568 0.45377735] [ 0.11752862] [ 0.3279782 0.41717545 0.64379972 0.36706878 0.55061122 0.64133785 0.36595405 0.42377995 0.51971643 0.35398468] [ 0.50717685] [ 0.50496785 0.64788778 0.46314341 0.55532724 0.39508159 0.65849566 0.52312997 0.66337614 0.48217903 0.44657387] [ 0.26770299] [ 0.55596626 0.57406427 0.50565039 0.50604169 0.34923178 0.49595498 0.58824843 0.58008022 0.54582478 0.44502185] [ 0.59143405] [ 0.54857744 0.6565154 0.51054221 0.68354556 0.40945577 0.49246314 0.46565204 0.59290208 0.55817002 0.61403025] [-0.18921389] [ 0.10861609 0.42846424 0.55961996 0.57022213 0.38748949 0.70137915 0.46307807 0.59140046 0.3576416 0.32830001] [ 1.53444779] [ 0.37857081 0.52015376 0.52097014 0.43473565 0.31771516 0.56551596 0.44188924 0.7058479 0.61530498 0.27716768] [-0.28420423] [ 0.31143267 0.57462897 0.57538885 0.4669539 0.4858128 0.69581763 0.45121027 0.45056514 0.56127668 0.51835721] [ 0.58576211] [ 0.42280766 0.55522268 0.42305439 0.61522881 0.24341799 0.45314839 0.45392173 0.5121983 0.54276175 0.36134925] [ 0.28177754] [ 0.24018613 0.26158457 0.72192375 0.3704372 0.40718826 0.67671728 0.46865814 0.44037293 0.37337837 0.2573308 ] [-0.37014135] [ 0.35544047 0.63048083 0.5176498 0.53109458 0.38596328 0.6540857 0.46190495 0.35665285 0.59734968 0.5334891 ] [ 0.3665449] [ 0.42682079 0.33777006 0.53519637 0.53939065 0.51274202 0.48987513 0.35797057 0.38897619 0.44347039 0.41626301] [ 0.29970748] [ 0.26563884 0.69071311 0.33668832 0.54167546 0.36264792 0.79795906 0.35917035 0.61232876 0.57302148 0.49399977] [ 1.1595513] [ 0.53374275 0.66177472 0.48316065 0.4862007 0.36039926 0.55887517 0.5285775 0.60748107 0.56962176 0.43866673] [ 0.22752957] [ 0.31202543 0.75727136 0.420896 0.73382012 0.38326316 0.71805909 0.34338895 0.5543181 0.55273639 0.70562714] [-0.55733468] [ 0.52255205 0.6217506 0.45926231 0.42524502 0.44627602 0.62593439 0.45732239 0.43015284 0.54820597 0.64951952] [-0.38350008] [ 0.20268491 0.61148457 0.49040404 0.31360734 0.30124513 0.60839683 0.46100472 0.64750622 0.61672731 0.30976525] [-0.06768001] [ 0.59233744 0.40379044 0.66668785 0.26948423 0.37890196 0.43387644 0.63188582 0.7075611 0.43349391 0.28407193] [-0.44084267] [ 0.76592994 0.51916824 0.50961604 0.5323967 0.34320456 0.44038585 0.44159656 0.39996113 0.57014732 0.62141016] [-0.01870517] [ 0.23912441 0.72139768 0.34270629 0.73405802 0.3293258 0.67326988 0.39771307 0.51118214 0.43625563 0.56407788] [ 0.03684617] [ 0.10085791 0.52166567 0.46293115 0.50496189 0.35751543 0.6682716 0.38347912 0.5524073 0.42862968 0.32548668] [-0.14934948] [ 0.28039167 0.60544263 0.55652564 0.57702251 0.48795767 0.72077976 0.45388662 0.50447446 0.54662588 0.49392968] [ 0.71140098] [ 0.6145621 0.68082793 0.4397069 0.55326235 0.39934855 0.42643449 0.56153708 0.64630976 0.66980171 0.41060631] [-0.73347001] [ 0.37260764 0.55181965 0.48774438 0.48070793 0.37324284 0.50893611 0.41152145 0.37511052 0.47126767 0.40581958] [-0.16476118] [ 0.4205351 0.57473061 0.54752813 0.43168963 0.38711692 0.5319895 0.45591887 0.45269814 0.548512 0.4019118 ] [-0.30487919] [ 0.52474897 0.66718647 0.4298109 0.6390284 0.25141372 0.37632916 0.42339478 0.40472861 0.69240807 0.41386537] [ 0.22316807] [ 0.27898086 0.25191363 0.61479467 0.32861781 0.57776974 0.60202373 0.37051812 0.37215816 0.31664584 0.52466619] [-0.13999199] [ 0.81202319 0.66634621 0.49423632 0.35295349 0.35371036 0.41448895 0.54812976 0.40702361 0.60156594 0.68625087] [-0.53969197] [ 0.57415487 0.61854564 0.49546044 0.62592706 0.38574478 0.68603576 0.38348334 0.57131791 0.53456155 0.56267577] [-0.68527047] [ 0.55339461 0.68683828 0.35649421 0.5155004 0.20419326 0.42275747 0.49326816 0.55597059 0.57597309 0.43275584] [-0.33556114] [ 0.75161433 0.66690093 0.55126039 0.47325046 0.44222068 0.53094173 0.51574685 0.50427012 0.56502517 0.55911618] [-0.06695226] [ 0.63612151 0.61793478 0.52000056 0.59527792 0.33892716 0.43685535 0.440494 0.42499676 0.60772994 0.63513374] [-0.17810441] [ 0.19572375 0.43977896 0.49756132 0.53572621 0.45758505 0.76296881 0.46607833 0.51391694 0.41199114 0.35475684] [ 1.21650343] [ 0.18581963 0.57003412 0.46731182 0.50455468 0.35582875 0.57488452 0.34554503 0.55708135 0.54316991 0.37045751] [ 0.78732313] [ 0.4769164 0.56695573 0.44808357 0.63193787 0.24601116 0.53808656 0.44938967 0.51911865 0.55234526 0.46858202] [ 0.03921684] [ 0.59366679 0.68880472 0.40199671 0.43604707 0.45415423 0.61204369 0.55065877 0.43401395 0.56308047 0.60402995] [-0.23820501] [ 0.24982659 0.44544451 0.56894167 0.41690957 0.38919217 0.56007459 0.42864932 0.45951669 0.46428663 0.39068606] [ 0.77816804] [ 0.54891601 0.63406052 0.47158795 0.48557314 0.38445141 0.4007087 0.37897718 0.47167412 0.61416342 0.46134776] [-0.14917945] [ 0.78572832 0.53555237 0.68133473 0.28625535 0.36391665 0.30012856 0.62295843 0.61459177 0.56977342 0.29773503] [-0.107463] [ 0.40523735 0.61245342 0.43940843 0.65885401 0.30472514 0.70804064 0.39478633 0.42642345 0.56392031 0.54573344] [-0.10831499] [ 0.2836786 0.2235583 0.70303423 0.18562644 0.57163618 0.71137454 0.45361551 0.33888047 0.28365403 0.32643775] [ 0.04674807] [ 0.43144441 0.57137394 0.49486754 0.42122903 0.42727196 0.66255083 0.42220324 0.4010887 0.4818381 0.64335437] [-0.39858657] [ 0.82057646 0.60347529 0.58086257 0.39093079 0.49201178 0.42948484 0.61240778 0.44413318 0.63830557 0.5233585 ] [-0.28242333] [ 0.46246883 0.66669489 0.41815332 0.48895047 0.34476158 0.58684148 0.49680402 0.58845126 0.51974449 0.48777483] [-0.65528719] [ 0.80911194 0.50889817 0.52158419 0.38462721 0.35480651 0.4227064 0.48093942 0.42240479 0.57847582 0.52298025] [ 0.09346979] [ 0.38835511 0.62410755 0.45038951 0.43364204 0.34341739 0.47829319 0.5601412 0.47680746 0.55713757 0.51603924] [-0.0769561] [ 0.54859516 0.53767952 0.47785695 0.56786898 0.25364222 0.48263623 0.50269436 0.59609814 0.50653036 0.46215051] [-0.24458727] [ 0.73220177 0.71029436 0.51603281 0.5072656 0.46559611 0.43518111 0.47444547 0.56532503 0.56754161 0.70690646] [-0.43967649] [ 0.58118159 0.4843016 0.55156302 0.35136494 0.5033544 0.46100382 0.48943697 0.3764105 0.4939653 0.6077142 ] [ 0.50007125] [ 0.30010226 0.57810674 0.44265795 0.62422272 0.40635222 0.60868458 0.39112548 0.64237152 0.62673381 0.50506322] [ 0.22840176] [ 0.28917783 0.46182467 0.72963214 0.31025281 0.57711012 0.65047005 0.43769163 0.49903156 0.50638407 0.45429023] [ 0.15875604] [ 0.3358328 0.73171045 0.41575193 0.67057193 0.29649234 0.61422193 0.51968803 0.61937564 0.5869885 0.46108705] [-1.16169316] [ 0.5716915 0.48244567 0.58577498 0.26829514 0.33722822 0.48197328 0.47519911 0.71410565 0.59035424 0.29922386] [-0.54629521] [ 0.81283125 0.57299218 0.50721132 0.43642178 0.33439905 0.49498618 0.4879834 0.38987539 0.6145567 0.60328902] [ 0.89946133] [ 0.45926876 0.32110675 0.71728738 0.27519347 0.57055919 0.64352774 0.41571321 0.46346035 0.49777802 0.49229189] [-0.40831696] [ 0.5408183 0.46628905 0.50476364 0.34724379 0.4920644 0.42836134 0.49184117 0.4613291 0.46733149 0.5489885 ] [ 0.25349676] [ 0.18316027 0.59798348 0.61247756 0.31930704 0.55914716 0.72273903 0.39006681 0.32905241 0.53722396 0.44619072] [ 0.35256404] [ 0.20854297 0.60438723 0.44635298 0.62098056 0.41020916 0.71893724 0.28732337 0.64970108 0.5665137 0.51797642] [ 0.27122363] [ 0.48542865 0.26898136 0.72680925 0.1616919 0.4070148 0.4737241 0.50674801 0.59005643 0.44461977 0.19455257] [ 0.30164618] [ 0.32891047 0.33409765 0.65674009 0.35882077 0.44024067 0.53134169 0.47441427 0.46591674 0.40246156 0.51158958] [ 0.92318286] [ 0.58318597 0.4086542 0.62397819 0.36862131 0.48725889 0.55783797 0.48168392 0.4415617 0.36469735 0.48908181] [-0.6371904] [ 0.35252371 0.59667261 0.47050995 0.66211199 0.50993707 0.59624769 0.52358278 0.56548496 0.50087027 0.40230283] [-0.1438931] [ 0.35352644 0.33826459 0.50655182 0.51745323 0.49036435 0.68774307 0.5256367 0.6697275 0.35402333 0.2831919 ] [ 0.00764532] [ 0.60088062 0.68288344 0.46549714 0.31749089 0.41790686 0.67436357 0.50564046 0.51433459 0.54051751 0.54297884] [-0.27904516] [ 0.27023414 0.68384038 0.38077841 0.53566482 0.32227106 0.65565159 0.36514685 0.52533757 0.48825405 0.56724627] [ 0.14434146] [ 0.66496025 0.57652536 0.60754337 0.33239172 0.53541963 0.41214625 0.50256978 0.48775658 0.58338569 0.46128741] [ 0.25488715] [ 0.21481529 0.21370095 0.74654486 0.29050058 0.61677916 0.77452846 0.33577688 0.35986772 0.30816811 0.34684892] [ 0.59273806] [ 0.0846995 0.61324172 0.38621291 0.6055636 0.43699327 0.82678224 0.33052298 0.43854023 0.46512911 0.56164869] [-0.04982841] [ 0.62547559 0.60006676 0.48740052 0.48967252 0.30736772 0.43167827 0.46584768 0.52656647 0.50511527 0.57124084] [-0.09535715] [ 0.44425665 0.47529357 0.63031495 0.28811048 0.43515048 0.56757035 0.51140313 0.44985101 0.49673368 0.39055713] [ 0.54644359] [ 0.61709516 0.68542885 0.47020912 0.45331393 0.27888796 0.36032374 0.53190631 0.57501285 0.60102715 0.56715292] [ 0.26500167] [ 0.29121362 0.72092762 0.45629779 0.43361905 0.6346794 0.73188135 0.37828563 0.39589642 0.52490419 0.65778013] [ 0.89741244] [ 0.61781222 0.48610218 0.66829776 0.33145026 0.4980358 0.65717035 0.53310412 0.53644438 0.41458476 0.51706482] [-0.02129] [ 0.51021886 0.55425863 0.5038533 0.52821264 0.45896993 0.47752003 0.35184159 0.44623022 0.51059066 0.60778711] [ 0.2371023] [ 0.35546466 0.60888912 0.37341595 0.66031518 0.31900733 0.45861165 0.51769571 0.58451635 0.45439844 0.50176949] [ 0.08475908] [ 0.229229 0.66410317 0.38123349 0.71005462 0.39746606 0.7497984 0.46918816 0.62589202 0.42587458 0.44120671] [ 0.13643426] [ 0.30044983 0.81449061 0.40856775 0.72077471 0.34015549 0.78298122 0.34415047 0.53445006 0.56731055 0.68029179] [ 0.05487669] [ 0.6588564 0.48741817 0.54592409 0.39838369 0.43902091 0.51305406 0.51756288 0.4770834 0.474063 0.60122707] [-0.78707463] [ 0.62502781 0.70033852 0.56000679 0.51651785 0.26716525 0.44057835 0.55517784 0.69012786 0.63284847 0.41027369] [ 0.35750764] [ 0.22417075 0.49627629 0.4434438 0.43710854 0.56220946 0.78201002 0.31320567 0.46420601 0.42070394 0.52360953] Progress: 94.0% ... Training loss: 0.287 ... Validation loss: 0.464[ 0.30087794] [ 0.1189316 0.32570924 0.60509864 0.46387704 0.48460201 0.61401043 0.39129131 0.42209016 0.45187831 0.39187668] [ 0.01860881] [ 0.31111948 0.39280646 0.58387998 0.30602218 0.44683041 0.64002286 0.39360898 0.54324065 0.48369784 0.3737039 ] [ 0.25860218] [ 0.62595225 0.62531273 0.52177915 0.36607359 0.34612525 0.3821374 0.48504961 0.47038222 0.59973004 0.47439254] [-0.03614281] [ 0.62313053 0.59410287 0.44885649 0.45946181 0.37928104 0.41093909 0.46744759 0.35982515 0.6404026 0.48033505] [ 1.52396317] [ 0.63151665 0.71656117 0.39389022 0.45310571 0.26362981 0.30954864 0.52267571 0.6408919 0.69349496 0.36115853] [ 1.09468585] [ 0.64924899 0.51511142 0.56524189 0.46374511 0.37823275 0.50084952 0.42797251 0.40711917 0.59643386 0.57356889] [ 0.29840411] [ 0.20319227 0.33379529 0.54572495 0.2681991 0.54182758 0.54081231 0.39232401 0.46918942 0.33187858 0.28839551] [-0.12429134] [ 0.47161005 0.60943343 0.54431316 0.45803524 0.45167751 0.58521992 0.39528392 0.48308079 0.64620008 0.44586119] [ 1.69404086] [ 0.78076299 0.63265096 0.51035631 0.40183005 0.22080646 0.28297388 0.55418766 0.61166968 0.63364479 0.3626715 ] [-0.29412017] [ 0.2607902 0.28133861 0.74379859 0.23576806 0.39221863 0.60858714 0.52808968 0.49945707 0.46199174 0.2060434 ] [ 0.10331743] [ 0.16804034 0.39158592 0.70406575 0.31356928 0.43367245 0.72170344 0.38159456 0.42666131 0.37241606 0.37155127] [-0.04086514] [ 0.62979886 0.51885364 0.55235868 0.27540956 0.44621907 0.4330951 0.55678665 0.50192034 0.52976414 0.36446955] [ 0.1260983] [ 0.60426897 0.78624295 0.40001662 0.45292223 0.41380644 0.63046147 0.51544599 0.49007025 0.57293759 0.73008517] [-0.37685792] [ 0.63487087 0.68905985 0.49756036 0.52103805 0.50337594 0.64562424 0.53894617 0.42464834 0.58304256 0.67992216] [ 0.03364886] [ 0.17305878 0.69663621 0.47001301 0.56731725 0.42968399 0.74648546 0.39574174 0.67615999 0.4519017 0.45491181] [-0.06475175] [ 0.15918983 0.4306079 0.61002461 0.45299766 0.46677696 0.75265248 0.41372324 0.31318339 0.49122007 0.37676522] [-0.16984558] [ 0.59971943 0.71950242 0.44599336 0.46923344 0.33889741 0.51526495 0.44701113 0.55309154 0.70395889 0.67232931] [ 0.1610746] [ 0.37601416 0.86435257 0.27429893 0.69546178 0.49125071 0.76375973 0.44151631 0.54958339 0.55253037 0.82083112] [ 0.00380578] [ 0.3713983 0.55866909 0.51838309 0.62222157 0.37493489 0.70184715 0.39741999 0.29266815 0.49539753 0.57885761] [-0.07145036] [ 0.70363437 0.64938121 0.52216308 0.25723458 0.52058338 0.67429285 0.57434844 0.40527578 0.49117421 0.6559123 ] [-0.21265636] [ 0.4664531 0.68329906 0.48368233 0.5989034 0.5223302 0.65340601 0.45306009 0.41873685 0.46511621 0.67917979] [-0.37336142] [ 0.35035829 0.60093835 0.43747089 0.54492727 0.46673675 0.69671795 0.54086697 0.43562932 0.52172066 0.50694284] [ 0.21096928] [ 0.75491204 0.73885293 0.56991274 0.21247475 0.34100386 0.30396097 0.65271359 0.65146867 0.72022106 0.38762401] [-0.51466924] [ 0.49396391 0.45794711 0.48841033 0.4742388 0.6123162 0.55024764 0.53615823 0.27557676 0.35602265 0.46407282] [-0.19237894] [ 0.13664595 0.49990508 0.6248396 0.32804238 0.36197695 0.70961848 0.3978663 0.53643932 0.4526754 0.32910065] [-0.40306788] [ 0.53659091 0.64769981 0.48469591 0.37344149 0.45635874 0.4118668 0.42713271 0.49312543 0.4920136 0.67849257] [-0.07199237] [ 0.29337567 0.59680175 0.37029058 0.44732176 0.32826719 0.53195099 0.39634924 0.53577812 0.46259433 0.412673 ] [-1.02334135] [ 0.51682543 0.44387075 0.62135884 0.18342104 0.42267531 0.48610098 0.51133168 0.71120634 0.568934 0.29268051] [ 0.58502073] [ 0.19821517 0.63610847 0.4080244 0.49725037 0.31804595 0.66365035 0.39283747 0.50728353 0.59520794 0.4182454 ] [ 0.10460821] [ 0.28070684 0.58189559 0.52871468 0.64564477 0.41891237 0.64881978 0.41009191 0.51422665 0.52191555 0.3749887 ] [-0.25550373] [ 0.28087292 0.68047073 0.4744502 0.55085138 0.27623266 0.68124266 0.50787214 0.63201983 0.5036155 0.41126721] [-0.67759367] [ 0.11029864 0.24482897 0.66479278 0.43469681 0.3464495 0.60818917 0.43423556 0.52083636 0.44613132 0.1319297 ] [-0.54961008] [ 0.79000911 0.42145077 0.5963715 0.32071008 0.44118621 0.43039936 0.43680646 0.50752536 0.56262481 0.51125023] [-0.31945693] [ 0.50343862 0.39056121 0.64839437 0.38312338 0.62218007 0.6479184 0.46854364 0.37952831 0.41216118 0.45136477] [-0.08612792] [ 0.19257575 0.40468775 0.61959067 0.32175436 0.59395159 0.66555792 0.37831924 0.3266706 0.33895 0.41692055] [-0.62058472] [ 0.77155267 0.46492302 0.56337279 0.48763324 0.48232433 0.52336338 0.54990044 0.48041332 0.44491026 0.55984819] [ 0.08291] [ 0.11480688 0.41572624 0.5473069 0.52570805 0.36079512 0.76772494 0.37746337 0.53714722 0.47764736 0.23428281] [-0.42943007] [ 0.57592962 0.3209833 0.74309726 0.28735499 0.60392884 0.39005065 0.49947405 0.46348773 0.38731476 0.40370621] [-0.53251187] [ 0.52554399 0.48889153 0.57466218 0.40609381 0.35214101 0.41459368 0.52939268 0.52673948 0.46129478 0.30630786] [ 0.01344594] [ 0.29114114 0.46964172 0.49024351 0.26800455 0.49488304 0.79770734 0.3895233 0.55028833 0.41269113 0.44992249] [ 0.0881422] [ 0.50214184 0.77917331 0.3471925 0.63037784 0.32255915 0.65566099 0.33159335 0.35648586 0.56088994 0.73022064] [-0.96434484] [ 0.43928723 0.37033054 0.65289336 0.36446649 0.40152082 0.53359498 0.46968834 0.41014564 0.33968069 0.36546288] [ 0.12163175] [ 0.10001542 0.68330078 0.34241826 0.49700539 0.39289372 0.8073216 0.28532388 0.5527661 0.44682473 0.5124063 ] [ 1.07672338] [ 0.37307996 0.34508605 0.6329108 0.31869663 0.51473207 0.53739443 0.42035502 0.49005889 0.56599957 0.35254028] [ 1.34251561] [ 0.61135809 0.69768026 0.52083381 0.48155204 0.4269408 0.4078018 0.46203097 0.61213801 0.59155865 0.50752548] [-0.211256] [ 0.45355177 0.45986417 0.4456958 0.3475568 0.42517922 0.56977116 0.40741116 0.53707464 0.43370537 0.41139154] [ 0.02654451] [ 0.30121984 0.40844001 0.60056693 0.52828132 0.44035374 0.65642286 0.44735687 0.50410728 0.32198363 0.4232209 ] [ 0.29486991] [ 0.45253802 0.63010683 0.45804782 0.49098483 0.36254818 0.58197827 0.46516978 0.53201915 0.53602871 0.60756839] [-0.08720268] [ 0.30784267 0.26637637 0.62955315 0.32152934 0.48131937 0.5873165 0.41880675 0.45103924 0.36997739 0.28621465] [-0.51108804] [ 0.4946399 0.74568474 0.35662666 0.53962123 0.33470719 0.52092488 0.41942537 0.53366264 0.71336429 0.64097587] [ 0.00012875] [ 0.29069014 0.38888121 0.57554954 0.43059095 0.53879679 0.76528015 0.39171283 0.47340584 0.450412 0.58692243] [-0.37060975] [ 0.28530884 0.53585988 0.33604179 0.6111955 0.34428018 0.71163248 0.34464102 0.68245213 0.39992096 0.40563353] [-0.01851071] [ 0.3934277 0.25872636 0.67828776 0.17216551 0.53394044 0.5648475 0.50583807 0.42358701 0.38971952 0.29625919] [-0.29861825] [ 0.56394393 0.59598946 0.47000512 0.60057791 0.33167076 0.63531194 0.50030838 0.54560804 0.48767927 0.49333051] [ 0.23087258] [ 0.10699862 0.65286197 0.34597932 0.55171455 0.31676011 0.74717789 0.32410463 0.59077601 0.50268366 0.44160668] [-0.00800774] [ 0.250044 0.46891111 0.52214643 0.48094197 0.47571048 0.66010125 0.39730916 0.4918323 0.50614675 0.44019545] [-0.2324488] [ 0.66320497 0.50081894 0.50101728 0.37304188 0.44394137 0.33058344 0.56447693 0.54069953 0.45247694 0.45136447] [-0.01068609] [ 0.13049157 0.55302433 0.47301366 0.4724227 0.35027716 0.58929322 0.42283947 0.55250772 0.52958928 0.33507457] [-1.44180858] [ 0.61884526 0.48124134 0.60824508 0.16233798 0.41001133 0.49400337 0.57019685 0.72449887 0.60787014 0.35434932] [ 0.13731234] [ 0.36570297 0.59727653 0.41921005 0.63258937 0.37249123 0.51090661 0.54279018 0.52696303 0.56898668 0.35337459] [ 0.15618134] [ 0.7122737 0.54566652 0.5044916 0.35937314 0.41448703 0.29284218 0.48536819 0.43028899 0.61470856 0.36885024] [ 0.14801617] [ 0.14450302 0.76175335 0.28572429 0.61247372 0.3651399 0.73967717 0.26126509 0.56703435 0.4727118 0.61912219] [-0.19036004] [ 0.33268331 0.3909631 0.68628279 0.28615051 0.56615634 0.65192499 0.38308017 0.49189337 0.49702691 0.55917201] [-0.41749519] [ 0.66786262 0.62557155 0.4006794 0.59302416 0.34872024 0.44561736 0.47416398 0.37507342 0.5945342 0.58041969] [ 0.50204618] [ 0.40996957 0.46431705 0.53230934 0.36531915 0.50791979 0.62562926 0.42518502 0.58447173 0.61404414 0.45841541] [ 0.19656091] [ 0.56796916 0.61883523 0.41833131 0.64098917 0.36826896 0.37105371 0.50470166 0.40785498 0.64742065 0.72689272] [-0.03915154] [ 0.36524694 0.71129776 0.36166829 0.57845854 0.25082412 0.55761991 0.40706397 0.55290976 0.56059192 0.53286105] [-0.50139999] [ 0.30207446 0.38687823 0.69058326 0.25085297 0.47995568 0.58728086 0.45700532 0.40180134 0.45698559 0.39064466] [ 0.25030128] [ 0.61641678 0.44697405 0.51205566 0.33971135 0.44880347 0.28540329 0.56891371 0.52233556 0.50095463 0.3170702 ] [ 0.66315939] [ 0.09814003 0.62740019 0.36977602 0.60588832 0.49149061 0.89114754 0.3013316 0.51555305 0.37820051 0.58889674] [ 0.24949378] [ 0.60629272 0.67600201 0.55523742 0.50643499 0.47523152 0.58458046 0.48424985 0.47445676 0.61732094 0.59942559] [-0.03163739] [ 0.44041023 0.72625439 0.49862412 0.62764429 0.33283623 0.60547938 0.54253977 0.52357877 0.60201615 0.58960623] [-0.05061513] [ 0.24023458 0.30726619 0.69704806 0.31860799 0.56712898 0.78149927 0.44080735 0.34655507 0.36953631 0.38135782] [-0.09294499] [ 0.32453655 0.65978888 0.53189561 0.63477613 0.35323839 0.67802411 0.43143414 0.60363413 0.53545223 0.45831662] [ 0.46141342] [ 0.7812507 0.54039008 0.54676517 0.25415775 0.44840533 0.42217157 0.56999541 0.52450714 0.5598027 0.42713183] [-0.24024076] [ 0.28892921 0.22363849 0.70476837 0.1835872 0.56773839 0.70359079 0.45717385 0.3464873 0.28705866 0.31953867] [ 0.23272116] [ 0.23283459 0.35720508 0.69889832 0.33344379 0.41379911 0.75610559 0.38522018 0.31814788 0.38199587 0.34764269] [-0.75034986] [ 0.29734643 0.59820463 0.42560266 0.58174465 0.33802459 0.52781588 0.40749362 0.46064051 0.51276863 0.4138675 ] [-0.05666453] [ 0.2487249 0.39592054 0.62307215 0.33879281 0.48787364 0.82190249 0.34459638 0.43011887 0.36097863 0.45537247] [-0.1386417] [ 0.68936331 0.37650163 0.64348899 0.28621004 0.50932472 0.5149209 0.58515976 0.49303592 0.40854294 0.41536865] [ 0.12350632] [ 0.10387417 0.6704682 0.408281 0.45406437 0.39678065 0.75267914 0.3352921 0.44215671 0.50903252 0.5498978 ] [ 0.13468182] [ 0.15191101 0.24553035 0.7755887 0.31559542 0.52858502 0.7698736 0.32862398 0.323338 0.34056493 0.284181 ] [-0.67188277] [ 0.67899253 0.58858722 0.48900281 0.59226668 0.30657917 0.42960084 0.50263999 0.41438618 0.57264464 0.56380741] [ 1.3366347] [ 0.38938346 0.5203727 0.52509843 0.42842573 0.31158829 0.54775212 0.4482242 0.71808967 0.62277972 0.26635151] [-0.43120638] [ 0.43343125 0.69566739 0.38885891 0.533923 0.32031177 0.47517593 0.362006 0.45027587 0.57735471 0.52779074] [ 0.02137971] [ 0.7306139 0.64538258 0.58002857 0.45279421 0.38123455 0.40995132 0.59277441 0.46958756 0.60502803 0.48191947] [-0.27448738] [ 0.59953259 0.64515767 0.6024047 0.38064392 0.58325268 0.7435043 0.60234455 0.35973473 0.53624585 0.70862426] [-0.25306008] [ 0.30160878 0.44768286 0.55700631 0.26059439 0.4181233 0.65913178 0.38521611 0.42017624 0.47582289 0.37085801] [-0.09872258] [ 0.18786242 0.39496166 0.60302092 0.27386648 0.45297321 0.68279491 0.47980926 0.39348612 0.40457188 0.35247278] [-0.1318108] [ 0.46191031 0.70110041 0.44698005 0.5237478 0.37126988 0.59435764 0.44341893 0.55873708 0.59965174 0.48124305] [-0.18106667] [ 0.32402887 0.7772655 0.42921518 0.63277812 0.29881007 0.68793572 0.38360539 0.6093865 0.64881972 0.57999961] [-0.41010167] [ 0.72672815 0.67224266 0.46496632 0.3736706 0.28745074 0.36848255 0.51325431 0.53469415 0.56042591 0.54517667] [ 0.10121445] [ 0.35936013 0.58556828 0.59054154 0.53406486 0.52746835 0.62454781 0.50497644 0.49223711 0.51299734 0.49951768] [ 0.23794241] [ 0.50656084 0.5620195 0.42057218 0.39502167 0.39249889 0.61364238 0.43173872 0.45298967 0.46574686 0.57651998] [-0.5541054] [ 0.52240472 0.71417885 0.39258579 0.39657304 0.3426758 0.59456365 0.47402945 0.47348244 0.51982496 0.48285463] [-0.0512115] [ 0.29565024 0.73901894 0.40592404 0.5503323 0.28839257 0.72238495 0.43453427 0.43632091 0.59165171 0.67850746] [-0.62571427] [ 0.83690507 0.53752746 0.52489878 0.31369741 0.39884008 0.36839666 0.49895492 0.43957885 0.6046609 0.51178465] [-0.24905043] [ 0.27173506 0.52602933 0.51738847 0.62308716 0.52043753 0.69964127 0.44248322 0.46440176 0.50724279 0.4340341 ] [ 0.40189477] [ 0.74766989 0.72602128 0.43401909 0.41329879 0.31480849 0.34724478 0.50401783 0.39557441 0.69203311 0.57017448] [-0.07110633] [ 0.17796478 0.80281639 0.33103218 0.69830684 0.32728581 0.65175294 0.32933018 0.51252214 0.57053473 0.64029681] [-0.4989347] [ 0.26143436 0.30393125 0.68444179 0.35343686 0.48705737 0.63360886 0.52087222 0.36647361 0.41668027 0.33565095] [ 0.12794392] [ 0.19156444 0.60650677 0.57100341 0.3467722 0.39464963 0.77143191 0.3687399 0.62387116 0.48796792 0.46826769] [-0.2483137] [ 0.33499173 0.384103 0.59319164 0.26448062 0.48602625 0.60150501 0.55157979 0.65119223 0.53956415 0.45399876] [-0.02908863] [ 0.41500811 0.80857908 0.38191543 0.6727159 0.44929464 0.77149221 0.4217914 0.48925622 0.59437274 0.72892111] [ 0.02091881] [ 0.34170876 0.40656128 0.6596468 0.26994749 0.65485002 0.65122556 0.47112236 0.20944122 0.30143316 0.54188278] [ 0.10870341] [ 0.64636908 0.65426709 0.63190269 0.19511486 0.46314236 0.45564341 0.53288973 0.59454432 0.63703434 0.42637652] [ 0.2023836] [ 0.10704827 0.46152419 0.6051287 0.39080721 0.43291416 0.83931141 0.37304745 0.42329056 0.408571 0.4587347 ] [-0.3255624] [ 0.25691402 0.51693247 0.56039271 0.58108564 0.50377555 0.602102 0.34955606 0.43306792 0.38382849 0.43275802] [ 0.22913772] [ 0.41819542 0.41595959 0.50505479 0.3438494 0.34577665 0.27067402 0.60868601 0.72379742 0.50904783 0.29727639] [ 0.21887575] [ 0.47436685 0.69972487 0.45264098 0.66715499 0.29907635 0.67458108 0.43242336 0.37631568 0.55455821 0.60395031] [-0.82870113] [ 0.34252592 0.65112305 0.52431222 0.54334842 0.42252691 0.55864691 0.41968231 0.53593475 0.50975596 0.42171809] [-0.47075184] [ 0.29674437 0.77122446 0.41937024 0.66649198 0.39147831 0.58252803 0.36335388 0.49346579 0.54545486 0.55276176] [-0.30759603] [ 0.15235545 0.48504345 0.50654641 0.67531504 0.34256378 0.72759292 0.461693 0.53988243 0.48361027 0.26631333] [-0.16430962] [ 0.19870337 0.41428311 0.54431486 0.31007975 0.45383059 0.73138979 0.44524189 0.34260956 0.43588442 0.2774841 ] [-0.04076948] [ 0.35282694 0.55924559 0.53028185 0.43445873 0.50313015 0.69818152 0.46977471 0.37228094 0.49781685 0.63085453] [-0.22956758] [ 0.32090719 0.52753047 0.58398466 0.47756282 0.45727875 0.7370104 0.48336291 0.4661312 0.37983319 0.51088502] [-0.61857365] [ 0.28643332 0.51693806 0.42913037 0.6837858 0.33069213 0.57478711 0.4473157 0.44613596 0.50902181 0.41576084] [-0.21131443] [ 0.42252321 0.72406297 0.51203307 0.60432603 0.46317861 0.74264691 0.53265447 0.44223556 0.60225195 0.67399835] [ 0.29959852] [ 0.30064362 0.78530262 0.35551296 0.69211795 0.20414837 0.68198023 0.34823136 0.48449884 0.57182889 0.63305983] [ 0.09524476] [ 0.27348107 0.71512549 0.34511307 0.69300351 0.31854913 0.78766072 0.38155215 0.63329074 0.52963757 0.63158069] [ 0.96829201] [ 0.7054644 0.52118697 0.52952101 0.51144078 0.32090301 0.44552824 0.41852376 0.37535345 0.49046848 0.55816866] [-0.3304015] [ 0.29787738 0.70253452 0.42588294 0.55890678 0.24383167 0.63822211 0.39961488 0.48013258 0.5130421 0.53300641] [ 0.41290196] [ 0.65230498 0.54572746 0.48759227 0.37892082 0.38803679 0.25769197 0.44597196 0.48424463 0.57419831 0.43802533] [ 0.72036893] [ 0.61439805 0.70748732 0.57103697 0.32005785 0.50580094 0.52571844 0.56202236 0.50149025 0.56333407 0.64840413] [-1.36626646] [ 0.32808522 0.57413509 0.44727087 0.3057748 0.3827257 0.43407669 0.52816795 0.56869749 0.54556409 0.47982221] [ 0.36275209] [ 0.12620722 0.72276748 0.45923727 0.52769657 0.3737081 0.77870011 0.35273232 0.42312651 0.51864718 0.64170964] [ 0.78354425] [ 0.46666224 0.55321791 0.47061846 0.46366256 0.32062933 0.4969349 0.42872218 0.4184719 0.55916905 0.44573563] [ 0.20030374] [ 0.15634188 0.7461136 0.32382687 0.63464008 0.4133441 0.81021102 0.26977157 0.65609735 0.53206213 0.68259297] Progress: 94.3% ... Training loss: 0.289 ... Validation loss: 0.472[-0.23026491] [ 0.33874823 0.46088763 0.47429095 0.46617786 0.45862483 0.60957857 0.48686023 0.55340844 0.31950248 0.39361079] [-0.5056683] [ 0.41332656 0.66805485 0.50682307 0.56406905 0.4223178 0.68035048 0.43667706 0.48051219 0.60539441 0.56677828] [-0.26170758] [ 0.29092949 0.68075993 0.36167352 0.62699029 0.40546738 0.53379395 0.42235412 0.42262009 0.58731078 0.58100218] [ 1.49147531] [ 0.68262343 0.68885727 0.48599573 0.49985658 0.23219771 0.32602842 0.61079664 0.7660372 0.63850526 0.26396297] [-0.5854841] [ 0.27979782 0.6690846 0.32467823 0.54089426 0.36996707 0.73602012 0.38876097 0.74886136 0.6163323 0.41982476] [ 0.48008934] [ 0.21974821 0.54795995 0.50652596 0.34018435 0.36962278 0.65766362 0.38625128 0.57454204 0.3936852 0.3284243 ] [ 0.1170934] [ 0.32627779 0.78954017 0.40586154 0.62730977 0.25179522 0.6225069 0.42470574 0.53627633 0.5316326 0.67869889] [ 0.43836911] [ 0.63133739 0.59456387 0.43774391 0.5411041 0.30082843 0.52508767 0.45961256 0.48377905 0.52810409 0.53155453] [-0.12916398] [ 0.23982382 0.45410347 0.52637936 0.44344837 0.5472547 0.72189678 0.54699335 0.39637432 0.44629032 0.43822721] [-0.40375067] [ 0.60529648 0.63410086 0.39971902 0.56496991 0.29760465 0.50225655 0.47823402 0.37098061 0.57822849 0.5104716 ] [ 0.22208713] [ 0.46519503 0.69916243 0.45481444 0.58848574 0.39909391 0.69364947 0.50876207 0.53755236 0.58898702 0.67682393] [-0.08328475] [ 0.53903832 0.73007221 0.34385006 0.53071559 0.29524783 0.5878464 0.50596768 0.58250034 0.56105315 0.42541687] [-0.16823306] [ 0.57765638 0.37960279 0.65237535 0.32634407 0.45920329 0.62144025 0.50576293 0.40417294 0.51543939 0.47609909] [ 0.23119539] [ 0.49825004 0.60026487 0.51729097 0.53562989 0.47660616 0.53031427 0.42065892 0.51926363 0.53365592 0.49775652] [ 0.0108366] [ 0.21441539 0.676967 0.44121228 0.53328816 0.45162189 0.68799284 0.44555635 0.43262113 0.38355454 0.54161937] [ 1.46112694] [ 0.57146453 0.67989836 0.45472542 0.43462319 0.21982301 0.37608563 0.5310194 0.61726462 0.63582638 0.38713811] [ 0.41918085] [ 0.18757867 0.64624308 0.48238526 0.56869231 0.40771682 0.79512581 0.38241504 0.43818678 0.41071304 0.56975544] [-0.22759966] [ 0.38976633 0.53136782 0.48648273 0.60447016 0.43002016 0.55379006 0.39685571 0.47776143 0.49425192 0.46033754] [ 0.56047668] [ 0.51667758 0.67421752 0.46197059 0.5257054 0.17729976 0.45995489 0.4732777 0.77350572 0.58985932 0.39799181] [ 0.16845368] [ 0.08855829 0.58476498 0.53863683 0.45708237 0.3840591 0.75848179 0.37947527 0.37496229 0.55117001 0.40872488] [-0.12547555] [ 0.56442333 0.69734567 0.47410711 0.3347421 0.40515534 0.55765795 0.50597677 0.61308023 0.53523406 0.55312157] [-0.39078207] [ 0.68805449 0.55394615 0.49535298 0.46009002 0.41977545 0.38228453 0.4306919 0.48344953 0.47607174 0.66344436] [-0.26462593] [ 0.3584142 0.67405072 0.41586511 0.60100163 0.50621414 0.53893444 0.48452479 0.3636802 0.46664927 0.60467846] [ 0.86533726] [ 0.4262283 0.51814354 0.46769194 0.47341441 0.35767822 0.44894217 0.45260962 0.4818767 0.46574327 0.48002443] [ 0.51409232] [ 0.21510055 0.34985479 0.57756066 0.31396123 0.48597553 0.59103343 0.35497405 0.52119149 0.32011595 0.31155739] [-0.52991834] [ 0.59969202 0.66752566 0.39280947 0.57845845 0.32059199 0.43098572 0.41561506 0.41029228 0.57047779 0.63930057] [ 0.63019906] [ 0.38338439 0.46838793 0.65813007 0.33285409 0.47302104 0.66862829 0.37197591 0.47283459 0.56439646 0.51032089] [ 0.87952513] [ 0.36906741 0.66371214 0.47283112 0.48850693 0.30525545 0.64098074 0.4549475 0.67355531 0.4945903 0.40334952] [-0.18920027] [ 0.45302014 0.60892612 0.55062511 0.55706635 0.41842798 0.6269162 0.37415667 0.4529489 0.50647939 0.48567713] [-0.36932622] [ 0.65620765 0.44409677 0.50719982 0.37644959 0.35423465 0.4563693 0.57817873 0.54731237 0.42465821 0.32440816] [-0.17403922] [ 0.41684014 0.48339066 0.60461506 0.34134689 0.38880848 0.57329386 0.4767431 0.40565131 0.47663956 0.32207796] [ 0.18264287] [ 0.07230708 0.5573672 0.50040535 0.62799966 0.37393207 0.78664409 0.39498449 0.4255976 0.52245106 0.41891261] [ 0.18758316] [ 0.25499034 0.49068786 0.44468906 0.57295196 0.36948662 0.56903676 0.36420283 0.33846607 0.52934541 0.42418388] [ 1.24857044] [ 0.74899388 0.55745823 0.51689877 0.5600276 0.39517278 0.35356419 0.52019241 0.59087198 0.51954504 0.6272397 ] [-0.38550333] [ 0.55077291 0.54390316 0.4911569 0.46533804 0.41099391 0.61987876 0.40362799 0.62717026 0.60052491 0.55489921] [-0.19086998] [ 0.23962929 0.74132681 0.41220891 0.58566496 0.38244276 0.67215362 0.49598196 0.43523096 0.67955665 0.53720687] [ 0.07736713] [ 0.18937893 0.59770982 0.53056736 0.45643107 0.36542832 0.67891786 0.42247655 0.55408643 0.50765429 0.49646741] [ 0.16325729] [ 0.22620107 0.67542002 0.48785595 0.59696797 0.31397177 0.6886444 0.37038487 0.58515596 0.54546485 0.53287149] [-0.1061044] [ 0.29493582 0.36658928 0.55877988 0.57539058 0.52947237 0.77327854 0.44782116 0.58559485 0.36145943 0.4198813 ] [ 0.19495205] [ 0.26073783 0.56926029 0.46189007 0.59095202 0.41440857 0.78991603 0.53704899 0.60222787 0.35988799 0.47893533] [-0.11683653] [ 0.10464031 0.41693335 0.57824001 0.42189106 0.41696226 0.75811732 0.37490875 0.51366595 0.37711404 0.31121451] [ 0.07614388] [ 0.41547386 0.69068235 0.35932663 0.70805223 0.31565666 0.69016094 0.35142446 0.3706074 0.47018532 0.67858846] [ 1.73541364] [ 0.74701402 0.46471972 0.55033688 0.33351027 0.21718508 0.31580261 0.521601 0.72013492 0.55808175 0.28828875] [-0.34207606] [ 0.64632043 0.61720734 0.52884391 0.44486989 0.37101215 0.62968007 0.45659211 0.54138946 0.67907668 0.66900407] [ 0.66336755] [ 0.66758619 0.48665526 0.63635179 0.1698557 0.3693608 0.39940869 0.55252464 0.6526648 0.60967331 0.31746011] [ 0.25075512] [ 0.73390474 0.36668134 0.68898382 0.24521366 0.58585381 0.37927537 0.51631678 0.45520063 0.47765528 0.3322173 ] [ 0.0009169] [ 0.25600432 0.71281917 0.3482791 0.5851331 0.40168064 0.61119031 0.39971218 0.37598053 0.60752398 0.70790985] [-0.62467975] [ 0.44019273 0.27369106 0.74360033 0.21807797 0.33656627 0.45759603 0.52200766 0.58621508 0.47933869 0.16894837] [ 0.11846505] [ 0.50351961 0.63127592 0.35756837 0.57608366 0.24470196 0.52958995 0.38734852 0.44529476 0.54386195 0.44713653] [ 0.17454838] [ 0.25095587 0.56089303 0.43453077 0.42339104 0.50111798 0.61210044 0.36620575 0.41327975 0.53221566 0.34620914] [-0.3832654] [ 0.5659463 0.40778265 0.67415414 0.39108124 0.58977092 0.5442061 0.40665298 0.46414504 0.4599939 0.3873191 ] [ 0.09701398] [ 0.16352748 0.41750425 0.63162662 0.56511449 0.36355386 0.81159835 0.34966022 0.36003132 0.39830179 0.34351651] [ 0.02713289] [ 0.57758781 0.52465628 0.56527318 0.36031956 0.44435725 0.51199485 0.58541506 0.49502395 0.47463914 0.44056223] [ 0.06337934] [ 0.3962249 0.75768583 0.47523714 0.58269915 0.39888667 0.73414383 0.50669867 0.43498968 0.65606127 0.70089595] [-0.40820604] [ 0.48293847 0.38307414 0.60010474 0.3129633 0.5029609 0.62182763 0.47662417 0.51136323 0.41876542 0.40003832] [-0.08752015] [ 0.48984413 0.6560188 0.44725732 0.49327329 0.28194536 0.45780287 0.49250109 0.60513462 0.64436358 0.48665942] [-0.03387631] [ 0.36447011 0.73673013 0.34738652 0.66365493 0.40725989 0.5451661 0.36134818 0.38381141 0.45982888 0.73453465] [-0.5274194] [ 0.74655013 0.60266052 0.49489456 0.32952216 0.36283128 0.3176565 0.48189493 0.4612207 0.51029518 0.54962585] [-0.21027089] [ 0.31170721 0.33517281 0.67810829 0.39125924 0.51529362 0.57686126 0.47379303 0.38835484 0.36642837 0.45624732] [ 0.7890971] [ 0.5682286 0.58119984 0.50329359 0.43745999 0.28618007 0.45564105 0.49781807 0.56055128 0.53010624 0.44537084] [ 0.36528394] [ 0.46286347 0.69215899 0.45456257 0.5521876 0.32159901 0.59427027 0.55706544 0.5064847 0.62661451 0.64693141] [-1.1479726] [ 0.50607058 0.60701355 0.5975033 0.50200443 0.38036123 0.47226105 0.42243239 0.57510558 0.49943127 0.35181941] [-0.15194788] [ 0.63288633 0.60591725 0.59776411 0.47802891 0.4050031 0.46083397 0.4922822 0.55538187 0.5918828 0.43878891] [-0.23942137] [ 0.20245346 0.54245616 0.58687608 0.44132805 0.40594617 0.63369147 0.46163598 0.44438821 0.50174564 0.41784933] [ 0.04439347] [ 0.09120041 0.35041767 0.51045091 0.66127021 0.35524721 0.71271003 0.32869324 0.48191231 0.4051815 0.33426907] [-0.12153588] [ 0.36534937 0.46058636 0.5922721 0.25462481 0.4622536 0.65704802 0.48065345 0.6283992 0.53099101 0.3636456 ] [ 0.48431402] [ 0.82552059 0.53238363 0.54806176 0.35282051 0.29487375 0.27006757 0.54444768 0.54523671 0.58649535 0.5035892 ] [-0.1448151] [ 0.51795412 0.36045516 0.65671556 0.38688366 0.66754721 0.57629743 0.45766532 0.40472575 0.45432213 0.46205819] [ 0.45119493] [ 0.15408768 0.43255957 0.67478619 0.25388859 0.64648347 0.85272601 0.42905343 0.34123512 0.40709185 0.55297541] [ 0.85603733] [ 0.56633419 0.6507046 0.36313147 0.56680171 0.37719729 0.35276593 0.50081445 0.44681402 0.56927278 0.76785142] [-0.25531009] [ 0.15690767 0.36082522 0.70563525 0.34875305 0.44569733 0.71973472 0.38691049 0.33521276 0.3322069 0.28267524] [ 0.12145599] [ 0.25478225 0.2610135 0.6559541 0.2843829 0.42249438 0.75867581 0.43665959 0.40824541 0.33416273 0.28782305] [-0.30195097] [ 0.31216628 0.69247536 0.44656399 0.61120447 0.31655878 0.64520889 0.38551263 0.49613288 0.5188552 0.57239219] [-0.01970726] [ 0.64599794 0.4038087 0.67649767 0.31556744 0.51735992 0.4761609 0.45053781 0.52546856 0.42897994 0.43274336] [-0.18164758] [ 0.197418 0.6423634 0.32311375 0.68773431 0.40992359 0.71672898 0.32664309 0.56832758 0.5152597 0.36179818] [ 0.42376224] [ 0.59292861 0.49940685 0.47325661 0.64502516 0.3780356 0.52963185 0.58812526 0.71862122 0.45802691 0.3344248 ] [ 0.0457316] [ 0.28779225 0.48109826 0.38916815 0.60036347 0.38834258 0.47696542 0.36154221 0.46048276 0.49158126 0.40210371] [-1.18941309] [ 0.24296812 0.42683497 0.68333667 0.26018643 0.35314307 0.53959645 0.49107792 0.49135128 0.52501555 0.16856076] [-0.50693266] [ 0.47594906 0.57388264 0.40183581 0.6731206 0.31332313 0.50676929 0.37564262 0.32695718 0.48074906 0.56972909] [ 0.19595699] [ 0.12019137 0.63738171 0.5414604 0.45510307 0.32470535 0.80203162 0.3707834 0.51258117 0.48608795 0.39448277] [ 0.39206745] [ 0.50185974 0.53710666 0.57923027 0.61145224 0.44529424 0.49057846 0.47843167 0.54186543 0.54693627 0.36223017] [-0.52416863] [ 0.48070423 0.63920793 0.47130266 0.56872507 0.30484142 0.63822026 0.45477253 0.42774132 0.57254414 0.59695273] [ 0.37513872] [ 0.70510692 0.65858418 0.56162529 0.5082456 0.44413506 0.46914944 0.5476518 0.56443239 0.64844116 0.48483635] [-0.20095041] [ 0.47360637 0.52213734 0.45374701 0.67806752 0.47527724 0.61970092 0.45001096 0.46178155 0.53232877 0.47165631] [-0.16543522] [ 0.30530114 0.40929091 0.54965782 0.26181059 0.4027844 0.66058115 0.39726386 0.48867065 0.33893153 0.32069665] [ 0.13845583] [ 0.32819946 0.74387529 0.40335771 0.73918068 0.47905547 0.7646617 0.32384921 0.53710004 0.53657999 0.65513576] [ 0.32729043] [ 0.24857676 0.71706475 0.46181488 0.61682739 0.48818161 0.76011993 0.29188477 0.488757 0.4755196 0.62466421] [-0.32714541] [ 0.82601636 0.63221228 0.49129051 0.42015852 0.29933123 0.41721021 0.51894269 0.38292329 0.55864916 0.60834043] [ 0.21583996] [ 0.22723137 0.60577745 0.25315953 0.57173182 0.33870835 0.80718334 0.33326644 0.63647366 0.39105857 0.41275973] [-0.45525849] [ 0.82726736 0.51940773 0.55443164 0.25624958 0.4242943 0.48674487 0.49824192 0.44161051 0.46211975 0.61128194] [ 0.36527978] [ 0.39877741 0.68115312 0.47860371 0.40796756 0.4642936 0.62136818 0.46937702 0.60238205 0.6234586 0.4501288 ] [ 0.53698756] [ 0.62659019 0.49020631 0.54596111 0.49354803 0.45144067 0.45329063 0.49871814 0.41122817 0.50338065 0.51125797] [-0.5517467] [ 0.81608189 0.63379161 0.609311 0.28794163 0.4271709 0.33752017 0.66412973 0.51923426 0.65808602 0.44719068] [ 0.05302555] [ 0.64705825 0.58269781 0.56444065 0.54279145 0.40295942 0.43883696 0.54328042 0.58988266 0.587978 0.45460642] [ 0.26435626] [ 0.69261577 0.60656328 0.46386112 0.52812052 0.30085625 0.32731818 0.52122565 0.5216768 0.61135562 0.48460411] [-0.06607993] [ 0.37456884 0.472944 0.65364418 0.26613079 0.3236547 0.43433221 0.55123591 0.63715956 0.54077852 0.22816534] [-0.95993952] [ 0.2560691 0.39045039 0.62764733 0.31325803 0.45092557 0.55356796 0.40893813 0.46786997 0.42583696 0.26499434] [ 0.87872188] [ 0.56130675 0.54201516 0.4591722 0.56944353 0.29162277 0.37521386 0.50253716 0.52484292 0.5065269 0.33462261] [ 0.09297419] [ 0.28624302 0.75897328 0.41884379 0.59343293 0.23680459 0.55693516 0.41464629 0.55049877 0.52910617 0.55039722] [-0.546133] [ 0.75879741 0.5057292 0.59958805 0.45321259 0.3854449 0.45637418 0.52603927 0.38564983 0.59432944 0.58603249] [ 0.32352753] [ 0.33996646 0.55447033 0.50589591 0.68131553 0.58734684 0.79439901 0.39456825 0.41830287 0.36834938 0.55745784] [-0.00875211] [ 0.29079375 0.64095361 0.45691665 0.60653666 0.37538402 0.76425342 0.44160942 0.50821729 0.47283099 0.52000707] [-0.47021405] [ 0.4158231 0.7187025 0.36043783 0.64607616 0.46483867 0.64488345 0.37414609 0.54039886 0.55357296 0.58529012] [-0.02603059] [ 0.48916034 0.56276505 0.60317793 0.49440806 0.53678081 0.62535869 0.41592035 0.51310935 0.54658552 0.53609039] [-0.07956866] [ 0.38387569 0.66737134 0.50630175 0.64267449 0.38568727 0.61668125 0.51434027 0.6171877 0.58165217 0.57100392] [-0.13933163] [ 0.39344554 0.46751002 0.47390597 0.5360995 0.47721021 0.68207729 0.36927767 0.59202459 0.45876848 0.59853976] [ 0.15734127] [ 0.47149095 0.65263108 0.42947992 0.53369115 0.36624012 0.62025977 0.43109575 0.5932653 0.54617841 0.46301066] [-0.06526895] [ 0.29668852 0.41706173 0.62743532 0.30629705 0.43182249 0.59412713 0.42833679 0.45276875 0.4198474 0.35012438] [-0.29561831] [ 0.72455738 0.49534403 0.5094025 0.44626678 0.38169457 0.34449198 0.42582078 0.4769761 0.56279341 0.50592749] [-0.15943348] [ 0.22745297 0.54032042 0.56702041 0.36855172 0.41905749 0.77342957 0.41679851 0.37982435 0.53501485 0.49285624] [ 0.19987159] [ 0.18856881 0.29615579 0.67066867 0.31860296 0.58987183 0.7225654 0.39564315 0.32272255 0.32105559 0.42535517] [-0.08899308] [ 0.09948724 0.39411563 0.60772075 0.52389471 0.36661497 0.73600861 0.44227968 0.40482265 0.43079006 0.32683281] [ 0.02899371] [ 0.69316916 0.64483454 0.38675122 0.44008839 0.31842488 0.65052029 0.42458728 0.41393316 0.51836498 0.64656214] [-0.29207647] [ 0.40215175 0.46645304 0.63103078 0.25652481 0.49032614 0.63041198 0.43225446 0.46027878 0.41678649 0.55072608] [ 0.37263098] [ 0.66172192 0.78468254 0.39093657 0.49260127 0.18717108 0.31937746 0.49556575 0.6459336 0.72028454 0.54876066] [ 0.04015132] [ 0.36875068 0.56369865 0.55825819 0.50521291 0.46753501 0.71030222 0.48034988 0.46755391 0.37128493 0.62155469] [-0.00854671] [ 0.67377498 0.52648711 0.62736525 0.3956397 0.49067152 0.42956309 0.57083773 0.52437701 0.54568961 0.45178347] [ 0.25954554] [ 0.09409366 0.63043376 0.46082137 0.60090982 0.39206566 0.85118313 0.43810358 0.50914736 0.42880105 0.48537958] [-0.32640377] [ 0.22043207 0.48973822 0.63676805 0.29565479 0.42985811 0.62395867 0.43119743 0.43178029 0.50429947 0.40905479] [-0.054513] [ 0.34595929 0.75079612 0.35939892 0.68511028 0.34419619 0.62289674 0.4135849 0.37517874 0.48213219 0.64298638] [-0.32132759] [ 0.37444408 0.72709362 0.34548721 0.55843758 0.35173037 0.67756811 0.48476109 0.48830295 0.56889062 0.56054583] [-0.12714657] [ 0.74379353 0.53653126 0.60263655 0.3948648 0.45736841 0.31137332 0.58838714 0.64165696 0.57379821 0.37235944] [-0.51730325] [ 0.77213889 0.59742334 0.50849307 0.4898796 0.32672596 0.55747151 0.4296519 0.48050052 0.64588426 0.66184873] [-0.61553876] [ 0.35625853 0.679458 0.36332717 0.583163 0.24405906 0.42781531 0.50634831 0.66148575 0.58949248 0.32133762] [ 0.16563882] [ 0.32393581 0.33821258 0.55980604 0.2776849 0.48022817 0.56046086 0.47031589 0.48843935 0.34269678 0.28727921] [-0.28971317] [ 0.76915068 0.5712309 0.56634098 0.46366007 0.42547399 0.48267487 0.4778213 0.55169683 0.61723264 0.46794921] [-0.92255521] [ 0.36404253 0.37512931 0.46639191 0.52770372 0.47079008 0.49019494 0.40520732 0.50195635 0.41612613 0.33967199] [-0.36474841] [ 0.48425362 0.6838634 0.39542236 0.46106785 0.32801949 0.47029229 0.48719883 0.53822017 0.53763448 0.59163132] Progress: 94.6% ... Training loss: 0.289 ... Validation loss: 0.470[-0.22922532] [ 0.1247776 0.55423115 0.63334847 0.41525539 0.43435379 0.69055541 0.39386385 0.44583428 0.54710935 0.38607959] [-0.05806316] [ 0.48701687 0.46084885 0.46518382 0.48948965 0.38521357 0.37994783 0.55041449 0.47691191 0.5288076 0.42500513] [-0.50187977] [ 0.3080058 0.62845863 0.40307986 0.50041825 0.38381308 0.73263599 0.3566411 0.62227335 0.42920189 0.49136461] [ 0.39732467] [ 0.42766452 0.72146414 0.34114941 0.44937979 0.23671586 0.57240579 0.42921918 0.54507119 0.53544236 0.47627332] [ 0.36855526] [ 0.20589508 0.52725061 0.49841559 0.48925381 0.32947034 0.60520644 0.42886027 0.63171964 0.54133691 0.31749616] [-0.38742779] [ 0.40373157 0.32251679 0.69378166 0.30175732 0.65755898 0.54934316 0.39160435 0.4082038 0.33297487 0.48189914] [-0.17850515] [ 0.3792578 0.63368033 0.37519097 0.5073984 0.35328513 0.55375507 0.42981512 0.43516165 0.57422003 0.53174978] [-0.02941736] [ 0.33185961 0.44151031 0.53988893 0.35960267 0.47971018 0.5264405 0.4375764 0.47062751 0.5657726 0.36930488] [-0.63622249] [ 0.31339162 0.60665863 0.34526146 0.70010566 0.31542473 0.4630872 0.41030524 0.40416521 0.44505445 0.45488355] [ 0.07546518] [ 0.11238995 0.52575585 0.50293271 0.45962704 0.43639361 0.85830033 0.37459555 0.54933782 0.54498867 0.51755978] [-0.5017167] [ 0.52067479 0.63509092 0.48601414 0.55031808 0.35962214 0.56352572 0.42821014 0.38578349 0.52613491 0.65350191] [ 0.47455037] [ 0.23643116 0.60087828 0.47675732 0.57922456 0.28571987 0.70347625 0.33868581 0.4253474 0.43870556 0.53040667] [-0.25655181] [ 0.44435645 0.74036531 0.45060295 0.60768615 0.37415435 0.50415443 0.41510815 0.61143773 0.75898806 0.46136283] [-0.09646779] [ 0.22739784 0.37181974 0.6940713 0.28838222 0.42963458 0.78441908 0.44123854 0.4204484 0.48573522 0.38865663] [ 0.00157446] [ 0.17285722 0.65761583 0.47178378 0.52588144 0.40408828 0.74756315 0.44319144 0.49160937 0.49134527 0.60754506] [-0.7134038] [ 0.24908851 0.42621745 0.60491713 0.35339049 0.46299485 0.69318425 0.39446312 0.62994888 0.41290956 0.34301614] [ 0.35476515] [ 0.08765465 0.50164445 0.68086944 0.35279923 0.45442014 0.83930314 0.3924917 0.38251456 0.36008997 0.49192234] [ 0.23954635] [ 0.30293099 0.45784896 0.40812655 0.61339933 0.43536306 0.55604978 0.36440731 0.4309196 0.45364127 0.50680437] [-0.25631635] [ 0.30269851 0.66760676 0.40811783 0.47623786 0.28824946 0.67358515 0.34584228 0.53595761 0.5678786 0.42525076] [-0.43062992] [ 0.4406823 0.60567603 0.56538989 0.370518 0.30227904 0.43817717 0.568145 0.740487 0.52264463 0.29089316] [-0.02964618] [ 0.47606588 0.46858731 0.5326631 0.53259087 0.4290896 0.6509645 0.41607736 0.57474859 0.44276666 0.4397753 ] [-0.26891016] [ 0.87911602 0.55385485 0.50872132 0.32271368 0.33666139 0.30810659 0.51966964 0.41964926 0.63200157 0.47184148] [ 0.12393482] [ 0.49420794 0.74489194 0.33844656 0.47537167 0.36495733 0.60790275 0.41482472 0.44108747 0.57503279 0.60042939] [ 0.24327613] [ 0.08274056 0.3711381 0.60318439 0.5373183 0.32886655 0.84298637 0.35763585 0.49670431 0.38647083 0.26501282] [ 0.31072561] [ 0.10686913 0.5860478 0.56394145 0.53584239 0.28110856 0.80392255 0.3597348 0.38422104 0.5696258 0.39644333] [-0.65387823] [ 0.46977509 0.44545213 0.68442525 0.17194347 0.41479668 0.49865582 0.48044433 0.571185 0.53921933 0.32687616] [ 0.18751551] [ 0.13367103 0.7366133 0.39833865 0.59880891 0.32656768 0.79110226 0.43771016 0.5388209 0.50543013 0.43389371] [-0.6240851] [ 0.84095962 0.46957759 0.55848509 0.36701544 0.33450092 0.25348811 0.49083412 0.33425058 0.58060776 0.37658852] [ 0.08750469] [ 0.69514252 0.40622794 0.64785812 0.24497803 0.49112538 0.39031126 0.61741793 0.48471994 0.47790859 0.33432253] [ 0.33292901] [ 0.1176653 0.55485499 0.52246165 0.3443167 0.49136486 0.79932072 0.43455713 0.32728229 0.47093436 0.52382048] [ 0.17166323] [ 0.64194141 0.65410606 0.63067472 0.1957379 0.46677048 0.46396057 0.53023683 0.58852753 0.63384047 0.43072396] [ 0.10605372] [ 0.49497861 0.48129549 0.5340343 0.42428824 0.45904901 0.41873401 0.5101104 0.48498382 0.5485701 0.47300143] [ 1.77718899] [ 0.65791042 0.51984272 0.57961701 0.3286286 0.3137024 0.26788866 0.58262204 0.73211646 0.49410658 0.28489513] [-0.18561578] [ 0.30568058 0.60756213 0.44866058 0.566434 0.30785443 0.60864629 0.36507394 0.45518521 0.46498386 0.54088429] [ 0.92212251] [ 0.24109406 0.59728838 0.48256952 0.48383826 0.33080033 0.77136242 0.35408091 0.75098908 0.51096009 0.41331037] [-0.00437943] [ 0.65044379 0.57576713 0.45102832 0.35778278 0.34939479 0.27527147 0.66636125 0.70733499 0.58831121 0.5165184 ] [ 0.0045197] [ 0.36321324 0.64927746 0.49434635 0.53546805 0.38622058 0.55502379 0.34420214 0.56736292 0.63062651 0.51764879] [-0.24544937] [ 0.29354623 0.6065628 0.4828903 0.35063853 0.25782869 0.49050006 0.47123085 0.74504232 0.55333657 0.25395057] [ 0.42944981] [ 0.22862629 0.5730953 0.52649983 0.40361947 0.56514777 0.74973469 0.35264318 0.35996033 0.38419827 0.67474255] [-0.29549268] [ 0.25758966 0.43077381 0.6563793 0.19025344 0.53184719 0.62455435 0.46135644 0.36067702 0.45948654 0.35788872] [-0.30090702] [ 0.37866352 0.36525982 0.68325026 0.34879716 0.49752815 0.59817669 0.43249517 0.40384251 0.52869636 0.33437896] [ 0.27609001] [ 0.71431603 0.69490795 0.46399689 0.49664333 0.27398487 0.33054713 0.48120566 0.48550531 0.57125892 0.54884275] [-0.18309599] [ 0.38830092 0.75059298 0.37894541 0.44314574 0.41571518 0.59973939 0.52158648 0.56447115 0.55808878 0.61510251] [ 0.51315755] [ 0.72512616 0.5258246 0.51986588 0.4678252 0.31647899 0.36923551 0.44425966 0.35922096 0.57661933 0.4552404 ] [ 0.26443678] [ 0.29839719 0.76297729 0.49680089 0.55218202 0.32359644 0.72836446 0.4872797 0.55992315 0.57456537 0.51133123] [-0.06662767] [ 0.27774041 0.38786601 0.54140595 0.41600814 0.52115035 0.63687842 0.49796307 0.52109506 0.36608542 0.45350726] [-0.20040301] [ 0.39441886 0.54105173 0.5922714 0.26287133 0.48289248 0.71070833 0.40252813 0.53864019 0.49339151 0.57838445] [-0.4299639] [ 0.44114517 0.70496152 0.35180608 0.67420894 0.28497829 0.60007787 0.36238799 0.39314897 0.50995398 0.58369363] [-0.06879101] [ 0.21570901 0.32877548 0.6555525 0.3259783 0.5015524 0.7063822 0.42069149 0.35873976 0.44139769 0.40673081] [ 0.52985958] [ 0.18718616 0.58103911 0.48988377 0.49132234 0.55383553 0.65481893 0.44279083 0.29439937 0.37305498 0.74517412] [-0.13624513] [ 0.37396453 0.63000607 0.41203823 0.71479008 0.58551752 0.64806821 0.43357533 0.41900245 0.4024361 0.49411627] [ 0.63765274] [ 0.49288371 0.7840908 0.37537482 0.58197018 0.24351143 0.3569638 0.4142463 0.63347522 0.61336523 0.52985558] [ 0.36180531] [ 0.0910619 0.65794783 0.41360519 0.51274043 0.32318338 0.78327526 0.3036979 0.43105995 0.52402941 0.43189079] [ 0.55502518] [ 0.25340674 0.61868981 0.58664365 0.28457358 0.46657427 0.65518749 0.38106118 0.49072843 0.50625859 0.53493455] [-0.77160934] [ 0.22757491 0.43151116 0.70970534 0.26334657 0.33071794 0.64774937 0.52381878 0.62647059 0.48926798 0.26821025] [-0.14978687] [ 0.38865822 0.35744716 0.60457112 0.27841808 0.53930183 0.72530107 0.40696592 0.45762334 0.50625653 0.45536365] [ 0.01697937] [ 0.27793165 0.70268097 0.45113956 0.61802894 0.36606023 0.76616436 0.49503079 0.45297921 0.64239346 0.67529678] [ 0.20035082] [ 0.71932349 0.5176412 0.51948165 0.34944521 0.39180728 0.40282804 0.51924111 0.58721213 0.56643679 0.42287988] [-0.39345616] [ 0.41609754 0.75070206 0.430446 0.65326868 0.43929423 0.62513697 0.48407105 0.39441788 0.54224559 0.56762884] [ 0.60548315] [ 0.35169515 0.51277613 0.41797239 0.43811142 0.47242927 0.40754788 0.5676911 0.61620859 0.45458347 0.42445812] [ 0.15116408] [ 0.26442531 0.64389377 0.41153839 0.57685463 0.4167681 0.78936249 0.39196531 0.73552119 0.60362868 0.48007614] [-0.45779765] [ 0.49263869 0.65585993 0.38674873 0.56817636 0.34666094 0.62789861 0.35381255 0.40986072 0.50586545 0.60624516] [ 0.68351678] [ 0.6311798 0.6385503 0.42683179 0.30528556 0.41182083 0.38049035 0.5493528 0.55105647 0.64046514 0.43789428] [ 0.02100746] [ 0.48033531 0.52749163 0.55372497 0.44839415 0.43696612 0.60771317 0.58101844 0.51938445 0.47599503 0.52904269] [ 0.03178292] [ 0.24303402 0.68949977 0.31367369 0.72701569 0.40450203 0.74924437 0.46525212 0.61213535 0.47190526 0.507553 ] [ 0.23110216] [ 0.12199392 0.47862835 0.46622537 0.43939348 0.48323326 0.78106687 0.40158038 0.33750879 0.42970759 0.43293844] [-0.2517542] [ 0.64936554 0.61849261 0.51685096 0.27277408 0.47141063 0.50347432 0.44802282 0.50265103 0.49863906 0.65347032] [-0.28327679] [ 0.58927833 0.59670836 0.50106794 0.43073459 0.34351682 0.38694627 0.49173154 0.53738137 0.60260843 0.4626182 ] [ 0.27927372] [ 0.24599313 0.51673124 0.52937947 0.47150178 0.26049063 0.59028839 0.49920774 0.56859383 0.61239656 0.24858109] [-0.15285467] [ 0.21965596 0.51632302 0.50315762 0.29836666 0.43699428 0.64036044 0.371336 0.55317275 0.38944348 0.39044897] [-0.12019171] [ 0.1935202 0.50356237 0.50595518 0.363059 0.28394887 0.70041178 0.33254868 0.4515276 0.38727139 0.32872223] [ 0.29975294] [ 0.39652394 0.59151783 0.40686562 0.71396344 0.32666571 0.64274175 0.36788567 0.4008436 0.53433071 0.5662815 ] [ 0.4939829] [ 0.18625853 0.6500507 0.34815272 0.58102773 0.54873425 0.84773653 0.4233064 0.53349061 0.36864745 0.64968371] [-0.69924933] [ 0.20673714 0.51558108 0.66935822 0.30122507 0.29094718 0.65259878 0.51606097 0.65645118 0.5369988 0.28362918] [-0.06355391] [ 0.13573895 0.49300089 0.66062217 0.3507215 0.46550764 0.74308686 0.3652836 0.38149062 0.52388266 0.28341522] [ 0.30047381] [ 0.21829584 0.57533456 0.55053993 0.53759591 0.24690965 0.71089941 0.42805197 0.59954469 0.57152244 0.34529018] [ 0.34594751] [ 0.31318042 0.62376045 0.51747837 0.28936568 0.48548015 0.64359443 0.41703473 0.62627547 0.53700129 0.51361747] [-0.43897025] [ 0.25398116 0.54533842 0.52671781 0.33648129 0.34367791 0.45299815 0.49064619 0.59863414 0.57433058 0.33543268] [ 0.16524716] [ 0.26875934 0.57758905 0.36653536 0.67974357 0.52980583 0.80419023 0.41903671 0.5488058 0.34230271 0.5349941 ] [ 1.76638504] [ 0.47327862 0.76154483 0.48265463 0.50856684 0.3336367 0.45500637 0.41008326 0.64511615 0.65073238 0.49560813] [ 0.26272578] [ 0.3627636 0.60403865 0.45708176 0.6097896 0.41718904 0.46914527 0.421583 0.57247778 0.62010562 0.37253162] [ 0.14194084] [ 0.37810116 0.69225058 0.46077023 0.63881739 0.43621554 0.75555149 0.37262608 0.46846038 0.48808714 0.66181064] [ 0.67588755] [ 0.73810072 0.49744046 0.5377142 0.51905197 0.3120704 0.48813237 0.41532211 0.35309147 0.56917745 0.51550637] [-0.3172612] [ 0.23421003 0.77571999 0.33946154 0.71076343 0.37615875 0.61540243 0.37153918 0.50309223 0.56112478 0.53498485] [ 1.64779264] [ 0.58666159 0.59917605 0.57145949 0.37659183 0.41976044 0.37940424 0.57304941 0.6572251 0.63835354 0.29642236] [ 0.2348157] [ 0.21729948 0.59962255 0.51286045 0.46663654 0.41345183 0.82737144 0.35698744 0.47800429 0.50034932 0.61188838] [-0.71941769] [ 0.59030865 0.51426074 0.70500897 0.15831104 0.53004089 0.38637374 0.5220071 0.6037694 0.51931915 0.44282435] [ 0.03912551] [ 0.35384744 0.78967029 0.29828926 0.71053339 0.28096684 0.73224524 0.31791071 0.47197593 0.57102387 0.71765481] [-0.72744813] [ 0.74623464 0.66245742 0.39862703 0.43019145 0.32297213 0.37390634 0.48857452 0.47881281 0.61450529 0.5624043 ] [-0.65194001] [ 0.33314462 0.73351761 0.33112342 0.69069267 0.25087649 0.65216445 0.44874875 0.57242957 0.53862394 0.46639601] [-0.5011824] [ 0.55536605 0.39467626 0.645827 0.34268512 0.47320434 0.60887027 0.53259058 0.56513707 0.47693492 0.4748168 ] [-0.93281285] [ 0.27733248 0.75366668 0.44932046 0.57862725 0.23991925 0.61088988 0.44521559 0.66759129 0.51853634 0.40199697] [-0.39021721] [ 0.41220584 0.3868527 0.59935014 0.42608063 0.58571353 0.68780598 0.43993273 0.3937004 0.46869593 0.46577645] [-0.05417283] [ 0.12960281 0.64324441 0.51615194 0.46972202 0.41690137 0.79891234 0.41960779 0.50838766 0.59901224 0.4956218 ] [ 0.04558064] [ 0.18201876 0.57812387 0.41259318 0.5658269 0.39632665 0.81055328 0.3661803 0.54922946 0.50888498 0.52197274] [-0.15344156] [ 0.37017915 0.39827596 0.61460637 0.43600508 0.46050885 0.6447024 0.35204778 0.51117364 0.50398765 0.37566178] [ 0.24660037] [ 0.47263812 0.58532356 0.49834828 0.50403821 0.51103991 0.69700069 0.41784196 0.4678602 0.46779266 0.50907741] [-0.27286793] [ 0.4841285 0.53284034 0.50320212 0.57010637 0.33206249 0.54463064 0.33375208 0.36407034 0.43491127 0.48104434] [ 0.09054591] [ 0.3562675 0.67424901 0.3069637 0.71978173 0.28695067 0.58194153 0.36887661 0.44649495 0.53025389 0.48616522] [-0.78960351] [ 0.86520272 0.68376799 0.4726099 0.37120794 0.34644364 0.45545666 0.50501281 0.43130294 0.59622596 0.71910625] [-0.16747395] [ 0.76872666 0.6284185 0.55632146 0.26974806 0.41085639 0.3375245 0.66732759 0.59517476 0.66710519 0.43900938] [ 0.17183663] [ 0.21234399 0.49435199 0.45564895 0.47589866 0.55227385 0.72015486 0.36365113 0.3684381 0.38546521 0.48386463] [-0.0127651] [ 0.35564212 0.49224122 0.59114201 0.45939575 0.39874159 0.6375437 0.49485495 0.45112899 0.48101701 0.46361614] [ 0.25701078] [ 0.12299614 0.57217051 0.36984946 0.66417515 0.42950864 0.77074577 0.41401296 0.61742464 0.37274134 0.42975901] [ 0.42126132] [ 0.29499136 0.56356219 0.4568843 0.4045506 0.40346852 0.61837289 0.39716503 0.54841593 0.56183981 0.37696025] [-0.16491051] [ 0.41095995 0.7483162 0.48318608 0.64408193 0.31511016 0.60860657 0.53687235 0.54293933 0.61857154 0.58516509] [ 0.02049486] [ 0.25848362 0.80307474 0.42445153 0.6519703 0.37597076 0.78022487 0.40275762 0.5241657 0.66193537 0.68067027] [-0.29773322] [ 0.2891292 0.60796477 0.35780771 0.64610814 0.35462446 0.67669826 0.46141539 0.5859523 0.48337099 0.50348316] [-0.11425539] [ 0.69591428 0.62521175 0.5443625 0.44754034 0.35781148 0.47426775 0.51495023 0.59291516 0.56745458 0.46003112] [-0.53470577] [ 0.54951726 0.71864602 0.56447228 0.48866975 0.43001423 0.68131311 0.55218151 0.46269971 0.54675308 0.64732749] [-0.26158312] [ 0.71036187 0.48703079 0.48581565 0.35995911 0.41954943 0.35106791 0.51175992 0.38125992 0.51072346 0.3924218 ] [-0.14077091] [ 0.62413137 0.69469493 0.41236738 0.60966203 0.2947492 0.3106094 0.47219856 0.44002564 0.7008421 0.538739 ] [-0.81319835] [ 0.21059112 0.52701424 0.4967596 0.47623444 0.30746545 0.57892845 0.48070825 0.78965719 0.54510833 0.22942069] [ 1.64803293] [ 0.64628167 0.38800385 0.5040185 0.40502502 0.51197934 0.3881479 0.47135226 0.46835012 0.38171125 0.42382777] [-0.41011829] [ 0.32896598 0.57894563 0.51516122 0.49172519 0.48563422 0.52046962 0.42438968 0.50575067 0.61174065 0.36403097] [-0.09314116] [ 0.28839781 0.61573637 0.43633266 0.4753604 0.47765218 0.75178418 0.39087246 0.4986391 0.4069035 0.55124817] [ 0.17710258] [ 0.6073727 0.63521668 0.43315538 0.47817326 0.31966963 0.28213417 0.66016671 0.74192049 0.58001906 0.52435061] [-0.16368706] [ 0.15665553 0.47368039 0.6538297 0.35683498 0.37373813 0.67930088 0.44641633 0.50931502 0.48972718 0.37102806] [-0.19961668] [ 0.55530892 0.60500661 0.48555562 0.50008733 0.41920389 0.46822508 0.51089341 0.50365639 0.63263693 0.48787591] [ 0.48474171] [ 0.1768243 0.3480335 0.63391036 0.36502254 0.51369729 0.59128593 0.35211393 0.31239512 0.44033527 0.24271382] [-0.29015005] [ 0.76566208 0.4280923 0.58410034 0.33135024 0.52261199 0.35935078 0.46437624 0.40661983 0.40374335 0.65376571] [ 1.50820641] [ 0.78613755 0.56512688 0.53963575 0.22013394 0.31113699 0.25210149 0.55689522 0.62517588 0.62137433 0.34863902] [ 0.37083118] [ 0.40731771 0.75690264 0.33091483 0.6859589 0.24649968 0.47070955 0.48770053 0.70263349 0.56098855 0.51198187] [ 0.05242706] [ 0.31927044 0.75747355 0.42478383 0.72933685 0.37764354 0.7068781 0.34873498 0.56701255 0.55989506 0.69584822] [-0.13288067] [ 0.33846627 0.35992089 0.67469202 0.43703784 0.42020685 0.75531422 0.42440538 0.40047322 0.50074724 0.36617015] [ 0.07179493] [ 0.18005605 0.59155225 0.44601733 0.36336076 0.50874709 0.76244874 0.35450335 0.40484798 0.46046639 0.49789504] [ 0.00292794] [ 0.60550714 0.46483807 0.47448554 0.48042489 0.31406154 0.50649507 0.49722132 0.3921448 0.48798476 0.48985863] [-0.21956673] [ 0.31531844 0.59836237 0.40912332 0.6431119 0.3934476 0.71839607 0.47143313 0.48239387 0.48424839 0.49073869] Progress: 94.9% ... Training loss: 0.291 ... Validation loss: 0.470[ 0.25060407] [ 0.11053315 0.22533326 0.68013859 0.37536291 0.56782247 0.73008056 0.36823805 0.20068287 0.23400934 0.26691855] [ 0.28496988] [ 0.58617593 0.56648479 0.5354346 0.4621249 0.34515095 0.56222993 0.44581715 0.4483797 0.62995782 0.60288203] [ 0.05028095] [ 0.29396498 0.45238626 0.56009376 0.57904102 0.48884266 0.63308908 0.3962758 0.37278593 0.50443471 0.40176753] [ 0.35730531] [ 0.21007541 0.25194259 0.77591938 0.26979559 0.45856792 0.70184374 0.36675193 0.38032405 0.42452826 0.25645631] [-0.37189008] [ 0.34938995 0.53978163 0.42317325 0.65226337 0.4422765 0.5784127 0.44289578 0.3787871 0.55905106 0.44138432] [-0.47744247] [ 0.39846182 0.56011423 0.52147736 0.54988786 0.53898607 0.6966947 0.45782324 0.47869406 0.53822574 0.49100745] [-0.04655113] [ 0.22610736 0.62565508 0.44263618 0.53369439 0.33906638 0.76642578 0.41970117 0.72175459 0.57729965 0.49298961] [-0.25380647] [ 0.36941962 0.51921401 0.43459348 0.53363443 0.40019091 0.46087327 0.49611875 0.5135497 0.57487313 0.26240715] [ 0.89027009] [ 0.43069652 0.42528323 0.62018559 0.36250678 0.51379436 0.60256011 0.45560695 0.45641854 0.34208 0.48480885] [-0.28616644] [ 0.56419263 0.71138926 0.36827698 0.38734588 0.3467737 0.67384606 0.48137803 0.570882 0.52784358 0.53318081] [ 0.35439813] [ 0.81576889 0.49001048 0.55891682 0.38998592 0.42338946 0.36197239 0.45626774 0.39992933 0.46902284 0.59506389] [ 0.21054724] [ 0.4468305 0.71263853 0.34469858 0.5904382 0.25216686 0.55621298 0.55567647 0.7866633 0.60177163 0.31993898] [ 0.64963273] [ 0.21840516 0.45378779 0.53967009 0.3559208 0.38419073 0.66303361 0.37650599 0.56951179 0.34859765 0.29548969] [-0.27895899] [ 0.64459915 0.39501736 0.66372666 0.52455541 0.46078537 0.41554037 0.47457099 0.48440626 0.45607918 0.34579425] [-0.24709987] [ 0.73428184 0.71076395 0.49546771 0.45547593 0.34545935 0.51902371 0.52504667 0.62130094 0.62479339 0.57595009] [ 0.27132004] [ 0.72966164 0.36652222 0.68755057 0.247294 0.59021278 0.38795982 0.51327102 0.44615333 0.47363426 0.33833392] [-2.04620787] [ 0.78943647 0.6378417 0.47370719 0.46154822 0.2402933 0.24696846 0.54166811 0.49141587 0.67776468 0.32629745] [ 0.48097739] [ 0.14026588 0.70030958 0.48339624 0.45096725 0.31324442 0.58009106 0.3848398 0.57816052 0.57650194 0.37194311] [ 0.02245734] [ 0.26100069 0.38658587 0.47500841 0.61410529 0.44188048 0.59731091 0.57941694 0.5434843 0.44049668 0.52821125] [-0.61742795] [ 0.81459094 0.66315379 0.45495076 0.37017511 0.34856022 0.32343092 0.49945702 0.51001896 0.59355047 0.58238445] [ 0.11735539] [ 0.40300078 0.53485781 0.49556054 0.54080475 0.25896316 0.45405682 0.53834764 0.57776107 0.51699404 0.41456645] [ 0.47755257] [ 0.39424667 0.56373309 0.51493778 0.49280044 0.32825643 0.45693115 0.52955927 0.48622131 0.51667581 0.39014926] [ 0.10589527] [ 0.45514125 0.68404879 0.40979527 0.44972387 0.40299886 0.57914093 0.43856226 0.46625604 0.56749857 0.67217515] [-0.64597108] [ 0.68677739 0.61953212 0.51534677 0.39136151 0.50539681 0.35843511 0.57583478 0.49942365 0.54706737 0.59086808] [-1.11886544] [ 0.17286529 0.61509397 0.45443718 0.55287381 0.29898994 0.57564931 0.38758444 0.64276669 0.57795646 0.30322167] [-0.19497682] [ 0.64128259 0.54946075 0.53570959 0.51876011 0.35209906 0.43967159 0.54592871 0.50061471 0.51183397 0.41521607] [ 0.28531587] [ 0.11154958 0.48641256 0.52820443 0.55199682 0.46680321 0.75157476 0.3614778 0.386366 0.26475155 0.40252845] [-0.68958482] [ 0.74486879 0.61763781 0.42249249 0.41418782 0.29414008 0.45178549 0.44049102 0.33450146 0.53109796 0.49744116] [ 0.27897447] [ 0.39646957 0.57322437 0.32169534 0.48353196 0.38755492 0.6049174 0.43904848 0.53110555 0.44584078 0.4415093 ] [ 0.34080761] [ 0.21170086 0.45655486 0.54775185 0.45510792 0.34677909 0.56955413 0.47078724 0.52599469 0.473425 0.26901599] [ 0.2567509] [ 0.68088499 0.54732316 0.59271803 0.28309017 0.40874703 0.46520044 0.62476352 0.47193073 0.63113576 0.54137806] [-0.43982074] [ 0.45938989 0.66052223 0.55401662 0.46827221 0.46257981 0.67411572 0.53597875 0.37249987 0.51065377 0.57887538] [-0.25000038] [ 0.26389905 0.71703816 0.37066602 0.58469962 0.32084956 0.60568969 0.47324498 0.4001824 0.71637267 0.55395428] [-0.06172025] [ 0.31566835 0.38070178 0.58652831 0.35183643 0.49779704 0.62866324 0.45624035 0.39091438 0.40223246 0.43854762] [ 0.93761069] [ 0.55067895 0.67183314 0.48850528 0.50565012 0.30008545 0.40765651 0.49114649 0.56579434 0.58772752 0.52549323] [-0.66957638] [ 0.43030936 0.76842975 0.3296182 0.66986861 0.35643005 0.49424057 0.39647544 0.39148944 0.56241254 0.56998939] [-0.47658855] [ 0.21807663 0.63604817 0.56774799 0.34037285 0.32530928 0.67181096 0.43437483 0.54976281 0.541086 0.4083382 ] [-0.31331887] [ 0.37272999 0.57434395 0.49471777 0.37544988 0.42488629 0.7189629 0.3806742 0.70915337 0.5195208 0.52563188] [-0.24804708] [ 0.37166898 0.50380688 0.61160893 0.36491759 0.65228103 0.69012391 0.35700212 0.40144379 0.40536625 0.50423705] [-0.21610594] [ 0.57289184 0.69090237 0.43236193 0.52171096 0.32603963 0.67374497 0.42756006 0.34842108 0.55128106 0.70121461] [-0.64756961] [ 0.25231393 0.6293239 0.63601679 0.34801446 0.47948912 0.62740714 0.40674477 0.5651965 0.4707218 0.43895778] [ 0.22075989] [ 0.26213667 0.61228813 0.41920114 0.58712937 0.40416476 0.59791634 0.47700229 0.65245275 0.38677375 0.40428289] [-0.29318852] [ 0.14233038 0.56573371 0.50820735 0.41508311 0.38620487 0.73990671 0.36138693 0.49282024 0.39726763 0.365289 ] [-0.09860985] [ 0.60540766 0.59944246 0.40485825 0.41583434 0.38876439 0.49633787 0.43266941 0.42242041 0.52046183 0.45762813] [ 0.0587855] [ 0.18970947 0.67913907 0.31859883 0.51712611 0.28856686 0.69892622 0.39489796 0.60130846 0.62037046 0.41688728] [-0.27282843] [ 0.41097573 0.3098284 0.74374739 0.25962386 0.62821927 0.7384131 0.35820741 0.36432806 0.28850113 0.44809052] [ 0.30534232] [ 0.56158806 0.62685778 0.61507778 0.43327823 0.41384336 0.52046075 0.56838582 0.5457132 0.65598778 0.46987739] [-0.19175318] [ 0.38220415 0.67682339 0.4913831 0.47382587 0.36618475 0.62619897 0.37004014 0.56960895 0.65990461 0.47494342] [ 0.2494569] [ 0.48673807 0.7180967 0.52401827 0.56804126 0.47129261 0.57822937 0.53848583 0.52166925 0.60789293 0.5787895 ] [-0.77322766] [ 0.34471596 0.65190509 0.39572695 0.626783 0.35032254 0.61470739 0.56608026 0.68661636 0.54215967 0.34005465] [-0.48519477] [ 0.42465378 0.54148137 0.58202668 0.58509845 0.4351143 0.44424548 0.41883743 0.51105766 0.60363316 0.32345434] [-0.36119637] [ 0.17276901 0.68473289 0.29886814 0.64362309 0.36143486 0.67480188 0.36761271 0.66190587 0.48020446 0.38355965] [-0.56295827] [ 0.35756559 0.79767306 0.31230767 0.61378535 0.32095388 0.53419216 0.38375174 0.43733027 0.55245902 0.60239629] [-0.15819333] [ 0.68838303 0.41760583 0.68441136 0.32861362 0.5261027 0.43516636 0.55236736 0.34742269 0.58821502 0.43099236] [-0.06191775] [ 0.28059754 0.71354877 0.34669749 0.64534818 0.37973745 0.77778063 0.44514768 0.52444919 0.43308547 0.53963649] [-0.46711343] [ 0.5196093 0.59585133 0.42641915 0.58385141 0.40918692 0.60524408 0.36238506 0.34932327 0.49534798 0.55697366] [-0.36303445] [ 0.63137898 0.72488325 0.43754059 0.42625956 0.36969357 0.42311438 0.41487108 0.4852012 0.65817068 0.53488095] [ 0.60277631] [ 0.71048866 0.54607283 0.5539839 0.37403793 0.45703426 0.43642296 0.51842412 0.51638763 0.65466751 0.45479278] [ 0.04648402] [ 0.45585097 0.5045057 0.63262608 0.41890019 0.5455445 0.63503797 0.51795062 0.43115367 0.50406818 0.4760054 ] [-0.64880207] [ 0.45982075 0.56232494 0.53875876 0.39138487 0.40914577 0.63697744 0.53323067 0.35694755 0.62353283 0.6023234 ] [-0.26059908] [ 0.14060488 0.43013963 0.57870598 0.4465346 0.31900606 0.75341947 0.43299874 0.5701067 0.52508789 0.28449955] [-0.1793993] [ 0.57950853 0.60780662 0.50131233 0.35262666 0.47198749 0.56578577 0.50864102 0.45426186 0.474202 0.55743685] [ 0.00791215] [ 0.33718861 0.69264222 0.36425129 0.60519889 0.43607768 0.63548669 0.30435447 0.47847355 0.46457382 0.73285998] [ 0.16843191] [ 0.11068275 0.48169283 0.61348627 0.45627196 0.42203893 0.84349464 0.37684845 0.52161596 0.42239643 0.47275282] [-0.49201436] [ 0.49704177 0.71940618 0.37199179 0.6712 0.24624375 0.53363636 0.37693243 0.43179618 0.59138356 0.63473468] [-0.61616373] [ 0.49358382 0.67340748 0.46807321 0.56634708 0.30129695 0.63293038 0.47440952 0.67816682 0.62023969 0.5375032 ] [ 0.54131191] [ 0.47281685 0.5571517 0.45966829 0.53118357 0.45562109 0.55897511 0.43873978 0.4744247 0.46112267 0.5099165 ] [ 1.29333027] [ 0.81545985 0.43276952 0.70986154 0.16156129 0.49222659 0.29638924 0.62514851 0.6203196 0.56275675 0.31365324] [ 0.97202206] [ 0.72270253 0.60991081 0.48835964 0.37346953 0.31130327 0.320328 0.53149365 0.55957376 0.6323405 0.41463744] [-0.38792746] [ 0.21965287 0.46093617 0.64376376 0.34922141 0.47560965 0.63205011 0.47689542 0.39299571 0.44930673 0.40256261] [-0.04438223] [ 0.49418838 0.30335859 0.70938769 0.23128254 0.43030663 0.52499574 0.5289374 0.41523002 0.49291007 0.27438215] [-0.05599531] [ 0.48285603 0.51852794 0.489805 0.54818479 0.33602666 0.54077424 0.35049364 0.39873185 0.47156991 0.47447399] [ 0.19733521] [ 0.21765728 0.74816571 0.32018397 0.64285656 0.41006223 0.77860926 0.44113127 0.58832473 0.52085698 0.78021388] [ 0.00028845] [ 0.20987298 0.5738196 0.59462545 0.32643744 0.55106903 0.59158857 0.37755221 0.4700497 0.45926362 0.4573031 ] [-0.91663442] [ 0.88181695 0.62209988 0.57662135 0.36851383 0.44900632 0.53140571 0.53329336 0.53965944 0.53164466 0.64614362] [-0.35354942] [ 0.34356371 0.7739753 0.33063835 0.72906367 0.34200425 0.65606659 0.44587556 0.49528885 0.50181357 0.58377023] [-0.06228222] [ 0.35574905 0.55930334 0.53130202 0.43274356 0.50289691 0.69718767 0.47110776 0.37416671 0.4990271 0.62853151] [ 0.33997958] [ 0.12016177 0.49144346 0.58061527 0.56180795 0.3350578 0.62177332 0.39172242 0.51214802 0.57149417 0.30861492] [ 0.23112553] [ 0.51688163 0.67021326 0.47890723 0.50690385 0.27040496 0.53829397 0.47487282 0.50382145 0.55636202 0.54116362] [-1.15149722] [ 0.44312976 0.47934625 0.61923608 0.3062626 0.46577985 0.52230329 0.52118812 0.51286235 0.38987453 0.34226278] [-0.39060795] [ 0.25655077 0.57297502 0.48157835 0.55272819 0.36201681 0.75165349 0.44330157 0.59557134 0.48200782 0.40930817] [-0.05326028] [ 0.0687595 0.52085183 0.47334013 0.54672211 0.35918176 0.76992067 0.40601929 0.40408348 0.5629996 0.37238747] [-0.03450763] [ 0.16599072 0.68169621 0.393614 0.43278897 0.45341457 0.72941187 0.37515996 0.40860231 0.5150529 0.51026838] [-0.39114734] [ 0.77042194 0.51194793 0.60620115 0.3961044 0.41352235 0.51740942 0.47937841 0.38804701 0.56915245 0.59830336] [-0.01666352] [ 0.46177769 0.60855419 0.43740742 0.65515306 0.35593992 0.76638258 0.44613274 0.51414386 0.46222004 0.64226114] [ 0.16611948] [ 0.32383838 0.60465227 0.48829635 0.67011528 0.48237424 0.58737858 0.36023286 0.5330288 0.58586784 0.45228532] [-0.35228998] [ 0.37253585 0.78047259 0.48062424 0.55520879 0.44158759 0.65926968 0.52462992 0.47427199 0.63135991 0.65486839] [ 0.03200143] [ 0.13177261 0.55913317 0.38032807 0.40140991 0.35595034 0.73459203 0.31360168 0.52594717 0.40072711 0.32595829] [-0.27160108] [ 0.72374061 0.62557113 0.51295831 0.32051922 0.42326045 0.46656157 0.50382829 0.39052563 0.52820608 0.57083106] [ 0.77849696] [ 0.28532771 0.57045552 0.49238488 0.44566562 0.33355379 0.61788962 0.32336527 0.54873723 0.56132399 0.38129974] [ 0.20653003] [ 0.73153688 0.54601342 0.53635713 0.51933644 0.3898421 0.4514797 0.53665294 0.34013056 0.5540709 0.55464513] [-0.21304394] [ 0.41399254 0.76040739 0.32790543 0.57058709 0.28780227 0.52182633 0.3871218 0.5499405 0.62784235 0.57129656] [ 0.02340519] [ 0.36438213 0.65372745 0.42571451 0.47956757 0.39986879 0.65714883 0.46451222 0.5274566 0.50468321 0.52552338] [-0.18923671] [ 0.30568938 0.33503152 0.67684026 0.39317052 0.5186978 0.58594064 0.47094677 0.38162377 0.36321476 0.46091188] [-0.03711019] [ 0.35423364 0.48518117 0.57746907 0.399379 0.43973987 0.6405748 0.5777209 0.5414508 0.39453747 0.45478797] [ 0.19570143] [ 0.21609233 0.44059114 0.53907448 0.3367794 0.61943995 0.81156229 0.31966172 0.49853653 0.37060648 0.53223917] [-1.50715916] [ 0.16288279 0.55033977 0.56444572 0.51320193 0.21388841 0.57517127 0.42824036 0.62468397 0.60928731 0.16142309] [ 0.1253763] [ 0.29589798 0.6459278 0.46492338 0.63202825 0.33643267 0.63281268 0.54874087 0.60617821 0.52316012 0.4422119 ] [-0.49025816] [ 0.64605543 0.3723053 0.50909978 0.5137399 0.37303359 0.51514106 0.47174894 0.36742609 0.54320128 0.48006548] [-0.46470689] [ 0.68243238 0.53289071 0.4968045 0.34295225 0.45163104 0.53272845 0.55804029 0.55811483 0.46092754 0.53408484] [-0.1325925] [ 0.77738604 0.53352743 0.49374451 0.24414811 0.43977061 0.36629111 0.59502744 0.59863181 0.52131581 0.45320782] [-0.47208964] [ 0.35926848 0.63859894 0.41661999 0.69808543 0.22103186 0.645521 0.35909527 0.42993524 0.53358638 0.51405943] [ 0.26840423] [ 0.47232238 0.33194824 0.71186703 0.1513235 0.4025889 0.41800199 0.57083793 0.55628318 0.50111713 0.21515555] [-0.0661434] [ 0.33518295 0.57672615 0.47038363 0.59703584 0.4425152 0.66645091 0.39925122 0.49251577 0.50920931 0.46277475] [ 1.37231874] [ 0.72120786 0.49224765 0.59144646 0.32642031 0.24599442 0.26347319 0.59754528 0.68844896 0.54412356 0.29031263] [-0.26278024] [ 0.39311272 0.33956241 0.57618767 0.38957619 0.58959236 0.72056383 0.43502779 0.43047293 0.29507659 0.49386338] [ 0.11309962] [ 0.16803202 0.42428721 0.47270035 0.41924407 0.4682044 0.65271691 0.34893202 0.47906697 0.4570238 0.30570837] [-1.4029422] [ 0.48590728 0.41398503 0.55396885 0.40843388 0.35027231 0.46375574 0.47620621 0.71394211 0.53734788 0.24900834] [-0.22048252] [ 0.55373595 0.69943322 0.42605861 0.45277375 0.38156224 0.61421387 0.54076168 0.59510322 0.5298851 0.56046626] [-0.1581943] [ 0.40592669 0.46023841 0.57857627 0.44782979 0.45837279 0.70124964 0.40956624 0.57348184 0.42628603 0.42926121] [-0.44494998] [ 0.76165296 0.55240337 0.57001987 0.33683341 0.35419754 0.31548966 0.60547095 0.49221605 0.66280012 0.42232218] [ 0.28491268] [ 0.43675811 0.63325266 0.30110962 0.7170027 0.34924185 0.47141393 0.44393542 0.41205715 0.5697958 0.77322376] [-0.23129867] [ 0.32034623 0.58882033 0.47255242 0.48627902 0.44296139 0.63272692 0.42282909 0.5040573 0.5786501 0.50566297] [-0.20242324] [ 0.64972703 0.44035185 0.66541377 0.30334302 0.57405169 0.42800812 0.53634289 0.47302814 0.40827457 0.53767759] [-0.13389592] [ 0.41206182 0.37410348 0.69788753 0.23998983 0.36537142 0.43135327 0.55665625 0.60542455 0.48498918 0.21193923] [ 1.95470835] [ 0.59296156 0.6949962 0.51504923 0.40561423 0.36369965 0.50909036 0.48167909 0.5284131 0.65348832 0.50612433] [ 0.22686028] [ 0.76568383 0.49313405 0.50812962 0.532712 0.4351344 0.32627145 0.64062179 0.53028965 0.49824104 0.65646742] [-0.25213085] [ 0.63311463 0.55947423 0.57414732 0.37080192 0.21425275 0.25942048 0.51784334 0.65528531 0.54740636 0.25135024] [ 0.01826677] [ 0.16331606 0.30847026 0.59750695 0.50632137 0.3767757 0.78220356 0.41289103 0.39955307 0.40964927 0.33259152] [-0.03501063] [ 0.42560217 0.50368004 0.53216926 0.60501251 0.50844044 0.7545287 0.3694434 0.44543028 0.4094349 0.57966494] [ 0.20411133] [ 0.22903592 0.28505266 0.75244505 0.32580419 0.59021695 0.77855805 0.38706576 0.30381098 0.38754313 0.34790852] [-0.63080567] [ 0.83327753 0.65364527 0.57953553 0.35249926 0.5059491 0.49048112 0.58262828 0.43683447 0.62154589 0.71397569] [-0.22063265] [ 0.3875821 0.73370927 0.39478748 0.6223776 0.27055337 0.69834833 0.44570339 0.38381086 0.66708328 0.69838116] [ 0.26987864] [ 0.08890073 0.4795302 0.58737598 0.45591187 0.43600699 0.71197206 0.42213785 0.45407521 0.54448475 0.34891553] [-0.47653469] [ 0.44403056 0.70503865 0.35262052 0.67332193 0.28379743 0.59767265 0.36364369 0.39577374 0.51149935 0.5808189 ] [-0.14134975] [ 0.31994933 0.4649623 0.46898441 0.61583694 0.48863472 0.6332512 0.42847803 0.36373388 0.47556945 0.53521898] [-0.03335945] [ 0.35863597 0.46217871 0.4849339 0.28904289 0.48971435 0.78808003 0.39860581 0.54628999 0.41525867 0.47146697] [-0.17531365] [ 0.43520291 0.65396813 0.5498119 0.61803256 0.3875944 0.55049863 0.43824705 0.54463948 0.56112996 0.48479337] Progress: 95.1% ... Training loss: 0.307 ... Validation loss: 0.501[-0.12310012] [ 0.12133949 0.4576148 0.49271755 0.5860622 0.50364374 0.75105417 0.38234588 0.58645352 0.35729301 0.31294769] [ 0.38133478] [ 0.14071928 0.41375989 0.60481607 0.32658976 0.52618182 0.81408024 0.35710762 0.40426173 0.36949429 0.47571163] [-0.19894334] [ 0.5111282 0.2591053 0.73917766 0.22249642 0.59584293 0.55286175 0.4846463 0.33340277 0.32732073 0.43101007] [-0.06099084] [ 0.46389541 0.66037622 0.43795465 0.63693893 0.28306463 0.47219894 0.411758 0.49418015 0.57353536 0.52676264] [ 0.89213672] [ 0.45431143 0.5971762 0.49329266 0.65622942 0.40464721 0.48491626 0.4538147 0.58534555 0.54770584 0.3292301 ] [ 0.61678811] [ 0.80308381 0.4925751 0.58934998 0.24912396 0.45534433 0.28943902 0.57890972 0.37737965 0.62528775 0.43996521] [-0.02176025] [ 0.3717172 0.58640142 0.31427654 0.53934743 0.32848413 0.4951096 0.38090271 0.46757394 0.51723587 0.40344466] [-0.40971399] [ 0.31912888 0.71984081 0.29818714 0.69177453 0.37780806 0.65832614 0.42129297 0.55136686 0.53415065 0.48671379] [-0.3700801] [ 0.6943342 0.50005972 0.60913758 0.34767157 0.53644791 0.47177968 0.4954819 0.32428982 0.59479842 0.48641619] [-0.35388952] [ 0.39597949 0.60778443 0.38963217 0.55249169 0.27696002 0.33233543 0.45775629 0.57449319 0.64919278 0.30999754] [ 0.09490078] [ 0.47631046 0.58676983 0.40732518 0.54399329 0.356149 0.52583241 0.38590115 0.48773105 0.51787494 0.53467865] [ 0.94182138] [ 0.75196572 0.60539498 0.54017959 0.38536637 0.27175728 0.37355694 0.54844609 0.56717337 0.58355399 0.45613951] [ 1.09743] [ 0.44748798 0.42780971 0.58546639 0.31260493 0.4928776 0.67484522 0.41082119 0.55695542 0.54454646 0.41969294] [ 0.44651257] [ 0.10184817 0.5516307 0.37013057 0.54661691 0.37159765 0.74568037 0.31320299 0.46644296 0.4404942 0.37619652] [ 0.56229057] [ 0.15086929 0.45099149 0.64024153 0.34325067 0.51884997 0.81806406 0.35785765 0.32156351 0.46470053 0.53390786] [ 0.01633484] [ 0.30064963 0.69225044 0.36672467 0.64135539 0.42173451 0.71181492 0.50458068 0.58780416 0.54368765 0.54212747] [ 0.29658795] [ 0.20241493 0.80872359 0.25767097 0.65919624 0.41290457 0.82890185 0.41309818 0.63372073 0.45390544 0.65180596] [ 0.96250443] [ 0.63322285 0.55124083 0.58953692 0.38243927 0.44708854 0.53817483 0.48962537 0.43835276 0.64462936 0.6284242 ] [ 0.13786227] [ 0.47734417 0.5676063 0.46305489 0.52779405 0.40186056 0.70903948 0.42056517 0.47141668 0.53351435 0.67221529] [ 0.56412691] [ 0.11605585 0.44832331 0.54199974 0.42160481 0.41252884 0.78058798 0.26802131 0.3640959 0.30161124 0.34813489] [ 0.09385975] [ 0.3362505 0.69984745 0.36858454 0.54708171 0.41940822 0.7007687 0.3455128 0.47820704 0.50448868 0.70601122] [-0.32471239] [ 0.48029289 0.64416474 0.46497531 0.4518767 0.35385546 0.56985705 0.4885117 0.64437468 0.47645886 0.53364145] [ 0.08493255] [ 0.41990454 0.60089688 0.41627905 0.52042852 0.47153109 0.69686849 0.33353415 0.43328796 0.42377618 0.68621055] [ 0.91020394] [ 0.5936615 0.58374419 0.51319741 0.52734203 0.39430528 0.5183221 0.39014557 0.35477502 0.56953207 0.56452393] [ 0.18707056] [ 0.38937711 0.72219215 0.43960331 0.63186758 0.33841617 0.50079464 0.52980992 0.65248185 0.62177615 0.67873317] [ 2.1480234] [ 0.77031329 0.62410441 0.50504338 0.46055663 0.23503817 0.22984868 0.52810073 0.6057232 0.61293348 0.41532534] [ 0.30790776] [ 0.61771969 0.39809019 0.64509911 0.23817438 0.470544 0.45373493 0.62887528 0.52272956 0.48110891 0.33392097] [ 0.32917806] [ 0.28910675 0.61864786 0.36368607 0.70074763 0.24635114 0.60635064 0.3307623 0.34576323 0.54812202 0.45273764] [ 0.14270104] [ 0.15412926 0.51462596 0.64196038 0.38805531 0.44884698 0.80644504 0.3560541 0.4195552 0.41211789 0.46960124] [ 0.18660615] [ 0.55546632 0.69491604 0.51609329 0.54056666 0.38797838 0.60773517 0.63218448 0.54442125 0.60983192 0.65509164] [-0.21375996] [ 0.28132745 0.56919073 0.54374987 0.45325079 0.50813932 0.71308979 0.50364423 0.41476759 0.47221163 0.47808242] [ 0.40273111] [ 0.62380863 0.44932497 0.48940954 0.39481023 0.36340537 0.30788995 0.55026145 0.5139411 0.58812533 0.34098305] [-0.4573987] [ 0.5191147 0.62151012 0.45675982 0.42914893 0.45233138 0.63712462 0.45322299 0.41876363 0.54294197 0.65863815] [ 0.17026721] [ 0.34233747 0.67590036 0.45216514 0.66701377 0.50167791 0.73285456 0.3245262 0.53247631 0.47874808 0.6485612 ] [-0.19473869] [ 0.62214709 0.79032726 0.54288598 0.53332263 0.37086814 0.5551254 0.52326532 0.48777468 0.70763737 0.63068503] [ 1.8973472] [ 0.82397856 0.60525215 0.51865387 0.30478237 0.26719324 0.2129435 0.55372492 0.55284692 0.64203889 0.43379657] [ 1.23705787] [ 0.7394465 0.46027375 0.57359584 0.29057062 0.23705035 0.26537318 0.58727567 0.67786199 0.57290112 0.28884284] [ 0.3061746] [ 0.23646764 0.67157258 0.50132953 0.55228434 0.5464066 0.72500263 0.40686418 0.41180692 0.42812189 0.62103443] [ 0.09888893] [ 0.1733078 0.65646007 0.32220555 0.43025915 0.27191667 0.82709779 0.30474957 0.55418038 0.45644676 0.46557685] [-0.099967] [ 0.30364183 0.50885053 0.4400903 0.35735514 0.40935536 0.59916969 0.4281653 0.44219016 0.44277606 0.31091057] [ 0.57130384] [ 0.15237161 0.63930782 0.49204651 0.65819399 0.60135987 0.84391093 0.41695864 0.47034753 0.47862286 0.54707622] [-0.19509191] [ 0.44095161 0.48142733 0.47013971 0.49582158 0.37237645 0.39798655 0.47135855 0.50601538 0.5560699 0.37906167] [ 1.95496567] [ 0.83516747 0.61227328 0.6244557 0.18876647 0.38797358 0.33683271 0.66961486 0.61934212 0.64358982 0.39641479] [ 0.40192416] [ 0.09264585 0.2421942 0.708083 0.31484587 0.50694385 0.7914666 0.39333392 0.2332593 0.37078252 0.27328473] [ 0.33339013] [ 0.53938635 0.56595315 0.33093704 0.56176791 0.31739132 0.45954635 0.41181728 0.37634182 0.49792623 0.51270605] [ 0.08333566] [ 0.24772787 0.60114655 0.43758961 0.55073399 0.44641689 0.73586673 0.39992695 0.45104894 0.36821292 0.50913359] [-0.1546318] [ 0.53644574 0.66959587 0.36199924 0.54347613 0.23693711 0.53627805 0.37309081 0.38377571 0.54605036 0.46791435] [ 1.18354295] [ 0.301413 0.57549887 0.45689631 0.56445851 0.40640411 0.56150624 0.39477989 0.46108403 0.53813849 0.34837399] [-0.27505611] [ 0.33792711 0.56101061 0.42216368 0.59026423 0.40130561 0.54861915 0.38663692 0.38760563 0.41861492 0.52257929] [-0.15382408] [ 0.63098723 0.60363332 0.57225956 0.39527379 0.2781903 0.39537243 0.57346861 0.69990588 0.52430883 0.32087835] [-0.88839889] [ 0.25346474 0.34206472 0.53189893 0.5605992 0.4029767 0.59126841 0.47560467 0.59677686 0.36629029 0.19875378] [ 0.10972762] [ 0.38261712 0.72914658 0.36280045 0.54369783 0.46323328 0.62812177 0.32340591 0.44365803 0.48072294 0.76698942] [-0.05320393] [ 0.4703817 0.55869908 0.49358533 0.59502282 0.32475579 0.47279589 0.4129632 0.46414916 0.51348768 0.49053947] [ 1.59328671] [ 0.24129672 0.62707754 0.50734471 0.45879769 0.31797607 0.50246374 0.49674736 0.57302802 0.65067579 0.20983267] [-0.13002907] [ 0.38407474 0.42573941 0.59634898 0.42297622 0.52252666 0.68906741 0.49930247 0.4011201 0.38005361 0.59852101] [ 0.24851668] [ 0.49603904 0.78575155 0.38804297 0.45519191 0.38151726 0.65393092 0.48746065 0.43277689 0.65428582 0.75151071] [ 0.35991539] [ 0.509722 0.59541299 0.55203266 0.41436096 0.43587003 0.54284895 0.54594905 0.47869417 0.60686593 0.49119639] [ 0.88120917] [ 0.56906239 0.58110974 0.50300504 0.43823342 0.287869 0.45913271 0.49697221 0.55631029 0.52902226 0.44731765] [-0.18358976] [ 0.30788163 0.64587999 0.44694591 0.65741549 0.4074714 0.68384757 0.37093068 0.47172571 0.50061746 0.48870648] [ 0.48954358] [ 0.62562195 0.72662473 0.47480159 0.42950271 0.34195026 0.40327236 0.46858097 0.50429059 0.68519466 0.53423533] [ 0.13324859] [ 0.20882861 0.64279097 0.40658449 0.61504865 0.41132575 0.80965711 0.47568037 0.54159557 0.50408639 0.53603288] [ 0.21097622] [ 0.2118419 0.49001178 0.4541725 0.60088907 0.38388689 0.69972424 0.38863667 0.42082144 0.41725926 0.38251495] [ 0.22609013] [ 0.60003547 0.48574141 0.57263357 0.33171776 0.46855457 0.5995072 0.48824018 0.38389995 0.42350301 0.42890652] [-0.01148507] [ 0.48081488 0.68950168 0.38831421 0.52401948 0.39284406 0.50243069 0.40857111 0.43192004 0.5931694 0.54822486] [ 0.41515815] [ 0.21758855 0.51756877 0.63247987 0.41596252 0.42354369 0.54396542 0.41215092 0.46245543 0.54065427 0.38031114] [ 0.28107325] [ 0.43694264 0.74419695 0.41134424 0.49300482 0.40553331 0.70335179 0.4417188 0.56007088 0.56628003 0.60977322] [-1.29691319] [ 0.45156022 0.56871732 0.46580718 0.46263371 0.33428184 0.37264725 0.41889236 0.46540318 0.5011337 0.34517433] [ 0.50383442] [ 0.09159174 0.38265177 0.65216067 0.38380432 0.51973141 0.81763176 0.38256516 0.29898404 0.40797616 0.44673939] [ 0.17246617] [ 0.06596425 0.37170415 0.59674895 0.52832429 0.4205602 0.83723118 0.43059831 0.39627844 0.45498496 0.30760836] [ 0.15623472] [ 0.68223087 0.56150402 0.43435274 0.41261753 0.35630287 0.60281118 0.4776788 0.35754582 0.48777529 0.62250556] [ 0.3529142] [ 0.48723063 0.56828162 0.53847992 0.61283353 0.42274484 0.4671532 0.48288496 0.58091324 0.64764661 0.3972543 ] [-0.32797965] [ 0.81798748 0.47930411 0.61058833 0.35610023 0.32617269 0.29665478 0.564485 0.514335 0.53595966 0.41624548] [-0.151302] [ 0.53738467 0.38777044 0.71017899 0.36318735 0.62722359 0.5353451 0.39691842 0.41222718 0.47792988 0.35929371] [ 0.24757476] [ 0.43438562 0.4942097 0.47637542 0.49758266 0.33572445 0.57539668 0.53677854 0.66473158 0.51316793 0.34226678] [ 0.38914466] [ 0.11854352 0.55058176 0.47254485 0.36819967 0.384905 0.86168963 0.33113506 0.40708435 0.46295136 0.52250266] [ 0.2849083] [ 0.50110429 0.70926112 0.403829 0.32736709 0.43728516 0.72635691 0.51247661 0.46610857 0.47580396 0.62984691] [ 0.24851668] [ 0.49603904 0.78575155 0.38804297 0.45519191 0.38151726 0.65393092 0.48746065 0.43277689 0.65428582 0.75151071] [ 0.40494777] [ 0.42724099 0.58029117 0.48568977 0.5626317 0.28182863 0.50471931 0.56199244 0.65765761 0.5359079 0.35537959] [ 0.79461375] [ 0.55428526 0.50489376 0.52191031 0.50364127 0.46173405 0.49977094 0.5115634 0.64705305 0.57095311 0.34470392] [ 2.32338258] [ 0.78284933 0.40308892 0.61362412 0.20830792 0.32684801 0.3452542 0.59153203 0.72440729 0.50277201 0.24749083] [-0.29234771] [ 0.14367787 0.52440027 0.50517527 0.37581146 0.37470947 0.67847071 0.43194267 0.46571564 0.43578963 0.39581265] [-0.20105073] [ 0.44294724 0.68730096 0.48074906 0.49231199 0.43400562 0.69300224 0.46876045 0.38154562 0.48792698 0.54886723] [-0.38034331] [ 0.84336181 0.39183044 0.64170663 0.42262283 0.49171292 0.50628417 0.46304846 0.53666735 0.53060222 0.45081248] [ 0.11097943] [ 0.50805094 0.62230848 0.57427551 0.54058665 0.42282433 0.64694381 0.45618955 0.53061869 0.49131283 0.49370408] [ 0.04726695] [ 0.28741905 0.62519889 0.39865968 0.54836408 0.43508105 0.71511994 0.50445164 0.62090135 0.43805458 0.54182844] [ 0.32511452] [ 0.31324227 0.31671709 0.57881645 0.40725203 0.57324243 0.64977616 0.47856526 0.49146959 0.45035994 0.33316187] [ 0.15244828] [ 0.20252703 0.53710311 0.60850791 0.39406074 0.45458253 0.72559601 0.39903182 0.52911677 0.47069037 0.4042957 ] [ 0.61339577] [ 0.74594644 0.57175488 0.50720607 0.31432419 0.44043768 0.28884076 0.5025731 0.39954059 0.62211099 0.40156377] [ 0.05639779] [ 0.50064258 0.55735627 0.53496451 0.4989739 0.4360633 0.57344236 0.42312336 0.41524249 0.41441853 0.65521279] [-0.41551597] [ 0.39059665 0.59431475 0.55679316 0.66904444 0.44606151 0.66566271 0.40544455 0.45528425 0.53165275 0.47224739] [ 0.10884158] [ 0.44621491 0.55133584 0.37837773 0.62746278 0.50137966 0.74386177 0.42950679 0.46549673 0.39970909 0.65775569] [-0.16171842] [ 0.61205961 0.54775507 0.5765412 0.42970129 0.47543314 0.411505 0.44484117 0.43438138 0.54276348 0.6222417 ] [-0.18544861] [ 0.33371613 0.75354786 0.49408947 0.49778686 0.44153626 0.72492846 0.51276304 0.3828383 0.66624406 0.58654605] [-0.08902258] [ 0.69571149 0.629652 0.57108345 0.36213751 0.45688241 0.67915025 0.5159672 0.50521442 0.61195189 0.62120181] [ 0.31512421] [ 0.74953022 0.57497813 0.54577085 0.37662241 0.49507568 0.40941911 0.55457266 0.3624011 0.54703754 0.59277587] [-0.30129958] [ 0.27361341 0.68390616 0.38287955 0.53239344 0.32012131 0.65240014 0.36768774 0.53053817 0.49156182 0.56088722] [-0.06516495] [ 0.5604569 0.66047472 0.47338095 0.62185203 0.46552073 0.55980063 0.43236127 0.50480105 0.5841088 0.52745112] [-0.17681015] [ 0.35784433 0.70071378 0.56801645 0.3719466 0.47075832 0.67873805 0.48003721 0.56905349 0.56272182 0.60994013] [-0.27800044] [ 0.20645398 0.53643126 0.35541406 0.5513033 0.3878458 0.72570836 0.34140956 0.69041936 0.37502164 0.39436324] [-0.07125592] [ 0.35940262 0.27316334 0.62699535 0.24547956 0.54372773 0.55696945 0.57107591 0.66063353 0.48064836 0.34308383] [ 0.0931308] [ 0.54853417 0.37104135 0.6825499 0.32953145 0.57972844 0.50206775 0.45004981 0.52719668 0.37595466 0.39930223] [-0.86521552] [ 0.43021394 0.52184655 0.63689118 0.28690808 0.34309415 0.45600423 0.54682356 0.66439742 0.45002437 0.25752294] [-0.04130039] [ 0.69164396 0.35192519 0.63094683 0.36836183 0.5398748 0.58500519 0.46071171 0.47228513 0.41545892 0.42953814] [-0.043748] [ 0.42050381 0.36592385 0.64830032 0.3360476 0.55906737 0.73134991 0.4860421 0.33639113 0.44297693 0.51334259] [ 0.28789966] [ 0.5466118 0.60846107 0.47066224 0.56008748 0.27192774 0.54974614 0.47643639 0.57793674 0.52601782 0.55426152] [ 0.1177603] [ 0.31363044 0.62483882 0.48381691 0.54939916 0.37955381 0.69587123 0.41460587 0.44535791 0.43958369 0.49487412] [-0.51909252] [ 0.86358638 0.43528758 0.58433429 0.280255 0.49281072 0.49227014 0.47796219 0.40695146 0.52290211 0.61804047] [ 0.77546773] [ 0.59786792 0.63839428 0.45894501 0.46228309 0.25008074 0.41862083 0.56466407 0.68994203 0.60746575 0.32802842] [-0.14705791] [ 0.32439806 0.59055265 0.49959448 0.41065 0.54339414 0.61471319 0.47389624 0.33567643 0.36610907 0.50896499] [-0.22151873] [ 0.29893349 0.70250189 0.42638487 0.55804374 0.24401242 0.64072222 0.39993321 0.47935698 0.51307183 0.53192081] [ 1.68267512] [ 0.54947809 0.57933245 0.45161431 0.50672447 0.22276282 0.22767873 0.52633708 0.69753562 0.56756357 0.31053095] [-0.13012205] [ 0.53968203 0.72103606 0.4859704 0.51118693 0.28838765 0.5170356 0.4806725 0.53756918 0.63606644 0.58989599] [ 0.09869553] [ 0.48144788 0.46060309 0.46262478 0.49379898 0.38906026 0.38958415 0.54656193 0.46749453 0.52406571 0.43354152] [ 0.14955707] [ 0.12781582 0.47605413 0.62405678 0.41506681 0.40932141 0.77834387 0.39803861 0.35556308 0.48303368 0.47445318] [-0.60792994] [ 0.43610484 0.67784932 0.59856845 0.12303033 0.40802428 0.54918472 0.5373844 0.6253647 0.650981 0.44171841] [-0.59342688] [ 0.77204837 0.6532466 0.48853853 0.3765356 0.37015288 0.39568248 0.46715974 0.50507185 0.67517621 0.59245965] [ 0.53563762] [ 0.8473126 0.50185933 0.69986667 0.22904859 0.47878804 0.40795966 0.6770681 0.58317019 0.51728543 0.4694764 ] [ 0.957807] [ 0.87439377 0.47154769 0.57905494 0.39040027 0.26326209 0.25370002 0.57648006 0.5667927 0.55980031 0.35306869] [ 0.18341231] [ 0.20751193 0.58751313 0.50131036 0.56468592 0.42037422 0.83781828 0.44766914 0.55702273 0.44315218 0.52471003] [ 0.22944884] [ 0.22821489 0.48032429 0.60595045 0.37965531 0.44928384 0.77015804 0.33905688 0.35008941 0.3961173 0.44098773] [-0.16114835] [ 0.59231298 0.6598301 0.48666752 0.44389334 0.26915736 0.39530591 0.53468964 0.56565278 0.61208924 0.47438328] [-0.34793266] [ 0.64826809 0.7205293 0.45234554 0.57114943 0.42911473 0.57172273 0.53005332 0.46355007 0.63074049 0.60288438] [-0.34424345] [ 0.42326418 0.37635745 0.62912853 0.33867517 0.50875724 0.63862324 0.48375595 0.50055273 0.43258887 0.4356332 ] [-0.25874497] [ 0.31500257 0.49393741 0.63507545 0.25297581 0.66197531 0.51702667 0.43276356 0.4598998 0.40476904 0.56002004] [-0.32342635] [ 0.37523943 0.61047914 0.45153955 0.67484148 0.32005704 0.62606935 0.41490862 0.37092654 0.56911403 0.5109203 ] [-0.53216495] [ 0.31597716 0.56547731 0.35413689 0.59603826 0.38742879 0.64287034 0.42490856 0.57552958 0.45094519 0.45940433] [ 0.06233551] [ 0.19296081 0.43863399 0.56384268 0.37917429 0.48106322 0.67207832 0.35884365 0.42210424 0.50087123 0.31083645] [ 0.01203956] [ 0.63471289 0.5491566 0.55509663 0.31439309 0.42456899 0.65269494 0.51053996 0.55960173 0.51843382 0.50572057] Progress: 95.4% ... Training loss: 0.317 ... Validation loss: 0.463[-0.37777754] [ 0.16924944 0.22438875 0.66139362 0.40255814 0.49864474 0.54784785 0.55345085 0.40766394 0.36379295 0.39853682] [-0.30963896] [ 0.30386696 0.7312965 0.2978676 0.64741437 0.37606793 0.59954952 0.47627378 0.6465572 0.48663552 0.53363275] [-0.18771444] [ 0.28630025 0.43111746 0.41953445 0.54970897 0.42587621 0.70377022 0.39149219 0.50557237 0.35946985 0.38706769] [ 0.05761174] [ 0.16082394 0.65684388 0.35381127 0.70329349 0.42616594 0.78911116 0.38169861 0.58164542 0.58863286 0.60506259] [ 0.41655562] [ 0.76788911 0.59879413 0.59218574 0.45264221 0.43092229 0.35293833 0.56961717 0.57948997 0.65308942 0.35866306] [ 0.05956015] [ 0.37146048 0.83661029 0.44743218 0.63964875 0.33856749 0.70723148 0.49009542 0.55360391 0.60420489 0.72361334] [-0.9304287] [ 0.27908595 0.23612783 0.77442416 0.28865183 0.42093762 0.65597482 0.46340227 0.41227296 0.38414157 0.23589529] [ 0.14587679] [ 0.4431931 0.58944899 0.40503872 0.43357166 0.25771367 0.54454792 0.45549841 0.55011268 0.49249946 0.41843124] [-0.48920758] [ 0.220534 0.55982848 0.53709317 0.5723644 0.50769429 0.66501702 0.39021081 0.63868571 0.36583288 0.47724397] [-0.16233375] [ 0.40706307 0.60375969 0.41948173 0.65995404 0.35803263 0.63119763 0.41077376 0.32446817 0.44141616 0.63825216] [ 0.23009167] [ 0.10130556 0.13095653 0.71811985 0.27545463 0.68662201 0.73843812 0.30711498 0.23874794 0.18721486 0.22927306] [-0.40291428] [ 0.61402145 0.38365882 0.59070159 0.33670311 0.4579624 0.58048559 0.45134636 0.58739694 0.41499602 0.49107936] [-0.33737322] [ 0.25494855 0.27779068 0.73443472 0.30232811 0.4885102 0.64597976 0.43827406 0.43291549 0.36826517 0.25983608] [ 0.97093552] [ 0.72251078 0.48604359 0.55053096 0.2803581 0.42039054 0.24534144 0.49287246 0.45231966 0.58084424 0.34597571] [ 0.5465509] [ 0.22325509 0.61170934 0.53001901 0.49376858 0.2734639 0.61882006 0.42074288 0.5929441 0.51233649 0.31431616] [-0.7432291] [ 0.76984795 0.41713793 0.59930017 0.40100635 0.51523361 0.44802425 0.54320482 0.4970983 0.38138999 0.62065952] [-0.17579409] [ 0.32021524 0.52049953 0.46350947 0.55009284 0.43377064 0.64160603 0.56872693 0.51024397 0.45543462 0.50078281] [ 0.14816997] [ 0.24596991 0.34281051 0.70256863 0.25377266 0.59634332 0.81966499 0.37355579 0.32956527 0.31044768 0.52654534] [ 0.06456421] [ 0.53782875 0.48635849 0.57992658 0.42394955 0.44820585 0.47851961 0.49950524 0.67118233 0.48348121 0.30201766] [-0.89530389] [ 0.22375796 0.37949178 0.55873092 0.4466255 0.3579061 0.68930416 0.48962796 0.65773819 0.46613346 0.17755537] [ 0.32759074] [ 0.0949311 0.45269101 0.55678375 0.4132354 0.50429957 0.83866626 0.35046265 0.38222429 0.40118147 0.50271938] [-0.37802865] [ 0.66886001 0.74580665 0.42495675 0.48637223 0.42351861 0.66713617 0.5430492 0.4600887 0.59443366 0.63813203] [-0.32706845] [ 0.31065046 0.48953855 0.54556736 0.30223835 0.42817838 0.65088101 0.37601503 0.5471691 0.51071674 0.39458056] [-0.43531285] [ 0.36055301 0.62892718 0.41751244 0.70179993 0.26695989 0.78079298 0.36538143 0.61095838 0.43378721 0.55643228] [-0.57892202] [ 0.30546333 0.60139042 0.49494481 0.21255165 0.26320823 0.55503051 0.4613891 0.65933089 0.56375413 0.29240292] [ 0.0955592] [ 0.13429517 0.66276093 0.3420857 0.63465867 0.31137195 0.7009166 0.36631717 0.60224366 0.63507287 0.46612795] [ 0.14364578] [ 0.19664966 0.65976867 0.30393065 0.61433053 0.35144195 0.73575041 0.4154232 0.53013765 0.48028449 0.47844616] [-0.58134682] [ 0.17209025 0.47695009 0.49583333 0.53296431 0.35222611 0.60450309 0.4489025 0.58431773 0.56883826 0.32273906] [-0.25253354] [ 0.25704869 0.38220331 0.58814644 0.31873454 0.50280931 0.70790692 0.42967201 0.46633124 0.53750091 0.41946335] [ 0.22529054] [ 0.11730761 0.61466312 0.3957392 0.56128285 0.37982514 0.75655802 0.36873432 0.46283312 0.45799604 0.3535744 ] [-0.35646969] [ 0.58030778 0.4904053 0.54558714 0.2962785 0.40487721 0.70824808 0.43755097 0.63925796 0.48452893 0.48086066] [ 0.1112718] [ 0.48336268 0.57494786 0.53190059 0.37487586 0.30582787 0.55240308 0.49140291 0.79857583 0.59756682 0.33147315] [-0.15832747] [ 0.15661934 0.24695387 0.70581527 0.26372156 0.54718763 0.73906704 0.4343494 0.39797378 0.30744083 0.33860067] [-0.39445655] [ 0.28872846 0.66376683 0.44291243 0.54850178 0.27019745 0.58580625 0.42779361 0.46028706 0.59560694 0.4968865 ] [ 0.07316359] [ 0.21742613 0.65784569 0.42353528 0.63007438 0.35226427 0.72757827 0.44250687 0.66032967 0.6129361 0.46795184] [ 0.46426347] [ 0.06800437 0.48312789 0.54076964 0.63646213 0.38742344 0.87517673 0.32715735 0.33239484 0.4098309 0.4087887 ] [ 0.01982469] [ 0.79778312 0.50348078 0.62177611 0.20146137 0.43371913 0.24974652 0.68160529 0.58737138 0.63320284 0.2932741 ] [-0.04665455] [ 0.44034146 0.60210117 0.43725595 0.50430174 0.4417324 0.5810767 0.40095453 0.32417178 0.47248232 0.61618175] [-1.34548161] [ 0.55538142 0.59494482 0.44294807 0.49727976 0.27988204 0.31006808 0.48795202 0.68650288 0.54101711 0.2621963 ] [ 0.02287236] [ 0.64345616 0.55972681 0.52458912 0.52074864 0.33576229 0.42905556 0.50829058 0.40468747 0.55426269 0.52881981] [-0.41476023] [ 0.46441508 0.40311409 0.56633352 0.45592349 0.46628526 0.8165605 0.35265024 0.53855741 0.39066789 0.55128618] [-0.66165661] [ 0.50474383 0.30036244 0.70748712 0.28814794 0.40604323 0.63673487 0.45062151 0.49730842 0.40317448 0.34598204] [ 0.071478] [ 0.5838935 0.57134425 0.47811208 0.46643385 0.31938424 0.49626182 0.56803066 0.72863101 0.54771032 0.37967076] [ 0.48170814] [ 0.80497059 0.62724604 0.4837846 0.48400013 0.26207592 0.31078081 0.4600873 0.42029351 0.59527755 0.50212351] [ 0.26865555] [ 0.82163398 0.56312093 0.66799428 0.2774447 0.45384111 0.40630424 0.57663228 0.69938598 0.55872603 0.4378114 ] [ 0.04775819] [ 0.5010125 0.54674917 0.62945899 0.36258619 0.43107502 0.47306403 0.50107284 0.6644969 0.58464559 0.30648127] [-0.19085385] [ 0.33551855 0.41732889 0.64890591 0.35913183 0.54232563 0.62674388 0.37299798 0.44079243 0.52923875 0.33683868] [ 0.20604722] [ 0.24917409 0.76740693 0.34483494 0.72998651 0.44239838 0.73025412 0.30291373 0.4961738 0.54495634 0.63860521] [ 1.01649825] [ 0.2031618 0.73708967 0.29216955 0.53945937 0.31233397 0.64444488 0.47565211 0.63209005 0.60693073 0.30142297] [-0.75628656] [ 0.53491589 0.57711493 0.53378376 0.5409123 0.53395618 0.56508459 0.44119155 0.40968807 0.41318303 0.53105053] [-1.00910745] [ 0.81985322 0.50457569 0.56255243 0.43060321 0.53384602 0.4873407 0.53345581 0.46496097 0.58842659 0.55447408] [ 0.03879295] [ 0.30389565 0.6377951 0.41224071 0.54277963 0.44432257 0.68815425 0.34182266 0.39107871 0.40529754 0.64249392] [ 0.51582512] [ 0.6072457 0.64569679 0.42675594 0.42346074 0.30027174 0.40625393 0.58071154 0.67200817 0.58461033 0.37286084] [-0.66463374] [ 0.2782396 0.68129357 0.45888957 0.64836856 0.24492785 0.65997786 0.41058056 0.54297602 0.49117635 0.52704393] [-0.76923736] [ 0.47747564 0.73265891 0.38872619 0.64882327 0.30240051 0.56956471 0.37183392 0.42560246 0.58112067 0.55426284] [-0.94925892] [ 0.61081748 0.6504826 0.5067998 0.55956664 0.23862278 0.43171202 0.53580859 0.72065367 0.57543724 0.37066806] [ 0.17216953] [ 0.49378524 0.48574287 0.55218812 0.32676136 0.30198583 0.35179609 0.58495158 0.64745565 0.51951208 0.31427001] [-0.11697789] [ 0.22523799 0.37695541 0.6136741 0.53338341 0.38054523 0.71124846 0.3981174 0.48303634 0.5487537 0.3851349 ] [ 1.1357696] [ 0.38954337 0.66593968 0.54206168 0.53224415 0.34473352 0.53540884 0.45555979 0.67714466 0.55860002 0.37654005] [ 0.59825879] [ 0.44599068 0.71232204 0.53859429 0.44311236 0.32880653 0.55402552 0.55258935 0.63183226 0.59328986 0.43420178] [-0.58528092] [ 0.39936484 0.77174811 0.34795688 0.57242997 0.26730112 0.60399769 0.37762296 0.51352763 0.61940015 0.58848276] [ 0.07860844] [ 0.2824994 0.55449467 0.45494107 0.55902207 0.34342969 0.64190344 0.42107575 0.33256014 0.51257294 0.54725033] [-0.94751306] [ 0.81130114 0.5578801 0.52746907 0.34703421 0.35274109 0.38158496 0.48627132 0.48474562 0.54054567 0.54085822] [-0.48770867] [ 0.6476965 0.68160501 0.57638666 0.50153886 0.50195063 0.57168214 0.4614941 0.54058145 0.67965666 0.59628684] [-0.14845688] [ 0.83627117 0.51365997 0.58713089 0.30861166 0.40657338 0.35908909 0.56562614 0.42143935 0.66342223 0.48889216] [-0.39589054] [ 0.4190541 0.63480681 0.43434155 0.65499351 0.29324131 0.69361324 0.40343964 0.44544981 0.58536073 0.53944904] [-0.8501951] [ 0.32873914 0.7434508 0.40169898 0.68826239 0.22912165 0.59813429 0.41741024 0.48947645 0.61031377 0.50046057] [-1.18395533] [ 0.42663197 0.36513686 0.72761871 0.20613156 0.29052543 0.45515107 0.50619043 0.57177871 0.52635176 0.16978094] [-0.66084633] [ 0.68876747 0.45502208 0.61626487 0.43115677 0.48676986 0.37283154 0.46027075 0.44353544 0.51249636 0.58513734] [-0.50328473] [ 0.32272136 0.59288101 0.4366908 0.55753069 0.40028495 0.65260731 0.39719493 0.58041478 0.42237222 0.44733665] [ 0.12065789] [ 0.15299871 0.64058811 0.55889838 0.46129349 0.36966815 0.81032524 0.41873127 0.44526183 0.46457181 0.50593885] [ 0.40004934] [ 0.68025036 0.54146423 0.44299403 0.46389559 0.44593906 0.40941917 0.6048419 0.5345724 0.56414854 0.65906751] [ 0.2038424] [ 0.79352103 0.43569881 0.72166456 0.16357095 0.53039483 0.37702224 0.60008802 0.60954994 0.51775942 0.37422956] [-0.1415247] [ 0.45172193 0.51768004 0.45854811 0.57186433 0.4066072 0.63288877 0.52659385 0.55786016 0.48424369 0.49729498] [ 1.56830593] [ 0.78133959 0.41854724 0.54078558 0.28197728 0.38101001 0.20396682 0.57719547 0.55491368 0.60372296 0.24925085] [-0.38599648] [ 0.10818542 0.34756011 0.59602486 0.44797487 0.30670617 0.69705218 0.38682289 0.47444082 0.41025377 0.19558604] [-0.05399651] [ 0.29322812 0.2336178 0.66092849 0.28444097 0.5725438 0.6936587 0.4050826 0.3402385 0.25201988 0.41553533] [-0.12077354] [ 0.33599082 0.78962132 0.40951058 0.62161246 0.248353 0.61205059 0.43019122 0.54762516 0.53799415 0.66910523] [-0.14120383] [ 0.66388068 0.41323276 0.61250432 0.33060744 0.47858017 0.5296246 0.61016445 0.52451317 0.42638275 0.45023547] [-0.27630808] [ 0.82412398 0.65625423 0.49469097 0.34143144 0.23302814 0.3231873 0.57033555 0.5973917 0.67537234 0.47117224] [-0.39649512] [ 0.52278842 0.74601542 0.31860488 0.67631803 0.30217752 0.56387402 0.41716795 0.36390967 0.60635075 0.74090381] [-0.58588301] [ 0.37081204 0.44541533 0.41193346 0.63883341 0.39193734 0.54053781 0.45949643 0.53380034 0.46020901 0.32432019] [ 0.77320483] [ 0.56577529 0.75288437 0.50556093 0.46474179 0.41253849 0.53793085 0.53028597 0.5762672 0.60644036 0.64080687] [ 0.22972979] [ 0.22028288 0.37907359 0.39174559 0.54849649 0.45218761 0.72600961 0.49838124 0.51118793 0.36491299 0.53650476] [-0.36357316] [ 0.44192827 0.74015151 0.44951111 0.60892233 0.37579428 0.51011421 0.41327839 0.60706093 0.75705185 0.46517862] [-0.27230828] [ 0.31404942 0.54643072 0.49471878 0.63762585 0.33615072 0.77386591 0.40963103 0.52952792 0.36750724 0.5125843 ] [-0.28374989] [ 0.29844252 0.61116798 0.38726395 0.54681709 0.41370252 0.58893776 0.38828179 0.68048868 0.54877999 0.55630949] [-0.48682837] [ 0.32351319 0.48927981 0.65083725 0.3995304 0.48560867 0.68843673 0.38888603 0.45325507 0.41987559 0.45718775] [ 0.0596909] [ 0.12755253 0.68686294 0.39823135 0.52351684 0.35128179 0.74585408 0.28809562 0.47136818 0.41900512 0.5313601 ] [ 0.29320922] [ 0.64529148 0.74039359 0.51050465 0.53621013 0.40466932 0.48418497 0.5889738 0.53774046 0.62004821 0.68338225] [-0.11707784] [ 0.18694385 0.43842377 0.56247554 0.49891558 0.34363048 0.78125733 0.41783976 0.62206369 0.37757686 0.27371118] [-0.62940419] [ 0.46627999 0.64830052 0.43353256 0.59514 0.31861794 0.48173987 0.45385547 0.69193388 0.48105785 0.56587803] [-0.12383969] [ 0.34075424 0.7317482 0.41873614 0.66565229 0.29251211 0.60748267 0.52366173 0.62800294 0.59162237 0.45278485] [-0.21518944] [ 0.26195018 0.73418129 0.4070229 0.62647849 0.37970003 0.68870252 0.40103649 0.44522392 0.59635445 0.63300846] [ 0.21996277] [ 0.11295959 0.57893574 0.5217537 0.60285989 0.40986404 0.70060216 0.39931986 0.43414962 0.60423347 0.36269806] [ 0.21060046] [ 0.1925222 0.58518069 0.57489807 0.42987755 0.49684568 0.82427232 0.35175069 0.3670993 0.4604677 0.56528762] [ 0.07151545] [ 0.19428069 0.6706638 0.4259655 0.69158666 0.38326938 0.81613872 0.43069105 0.45303032 0.5604687 0.58925693] [-0.22120912] [ 0.275935 0.52713557 0.53507351 0.55944917 0.32995394 0.73756683 0.47927097 0.60187711 0.40181207 0.44403327] [-0.75381663] [ 0.41796513 0.64134753 0.40910899 0.45479362 0.42329481 0.58749494 0.37344144 0.48158461 0.5059116 0.58984439] [-0.4247316] [ 0.63982797 0.57535552 0.47369385 0.38438463 0.36915571 0.53240946 0.55329332 0.42254685 0.55944859 0.56933825] [-0.22142717] [ 0.23384775 0.53520218 0.52096446 0.52732797 0.44828079 0.80092685 0.44618393 0.51601496 0.452542 0.46131505] [-0.3143462] [ 0.57486612 0.67609725 0.41431471 0.59497601 0.2866465 0.709613 0.38525721 0.42256296 0.55882855 0.69138361] [-0.52841663] [ 0.4471046 0.46643792 0.58806777 0.39493446 0.47011795 0.66970236 0.52249456 0.53538258 0.41819909 0.48795546] [-0.98256399] [ 0.75972606 0.66071812 0.44787711 0.42467525 0.21005806 0.18004429 0.61005251 0.69074414 0.66443732 0.30490809] [ 0.11742957] [ 0.31821638 0.62241621 0.40631951 0.70138747 0.39377908 0.76354518 0.49830871 0.58015476 0.40284996 0.46715258] [-0.14163224] [ 0.24618464 0.49586295 0.56784014 0.46129558 0.42004765 0.77715228 0.44759352 0.47689122 0.34545906 0.49042996] [ 0.20302954] [ 0.22311821 0.34122891 0.58707317 0.28570225 0.43555495 0.66661658 0.39520083 0.50905197 0.33610827 0.37558498] [-0.14526959] [ 0.17589852 0.22596215 0.7180702 0.29342688 0.53146784 0.68658382 0.42036882 0.36344013 0.40631551 0.22811589] [-0.85412999] [ 0.47081503 0.70923596 0.39228825 0.64226939 0.29656872 0.50502028 0.3507462 0.46468933 0.5290311 0.62655997] [ 0.1088848] [ 0.30928478 0.74007588 0.43927222 0.50459488 0.2845534 0.51961881 0.51787379 0.69359636 0.59725875 0.45514618] [-0.47351142] [ 0.27420079 0.52596152 0.6600752 0.28399491 0.55082067 0.63348338 0.42629518 0.5687982 0.44719522 0.50346847] [-0.26387241] [ 0.32854988 0.52217434 0.53712211 0.45984524 0.33739448 0.57318017 0.51193887 0.51488682 0.44179024 0.4884747 ] [-0.02108308] [ 0.17175304 0.68767587 0.4869648 0.64912362 0.40687293 0.80253396 0.39213796 0.52037743 0.59814731 0.60995629] [-0.21029818] [ 0.39586527 0.48171483 0.61167739 0.36394224 0.45807776 0.69178805 0.51711245 0.47164108 0.3724467 0.41886938] [-0.13529631] [ 0.17246781 0.55392732 0.54397496 0.54188809 0.39451764 0.76899207 0.43082915 0.42819762 0.51431019 0.42342496] [ 0.03347872] [ 0.31663195 0.57887119 0.53024685 0.46022797 0.20770868 0.49925587 0.5234338 0.69705442 0.6278255 0.21862942] [ 0.0046027] [ 0.34309595 0.61696854 0.43623285 0.64291859 0.32178071 0.67595092 0.42258715 0.54077682 0.50142306 0.47779087] [ 0.45247078] [ 0.39132049 0.75057749 0.49494664 0.59064745 0.34977036 0.6354078 0.42722373 0.66250856 0.55925681 0.51879505] [-0.55309787] [ 0.38880113 0.42923223 0.61289533 0.15192427 0.3967557 0.50998125 0.49753842 0.54082145 0.49072502 0.23752566] [ 0.16222391] [ 0.13746461 0.62134283 0.38751413 0.45264536 0.42021745 0.79056762 0.39996138 0.30939422 0.55337337 0.5088572 ] [-0.38457935] [ 0.82090659 0.67541572 0.58363396 0.28785195 0.52796235 0.42029668 0.63753607 0.41495005 0.66696863 0.55551467] [-0.15493943] [ 0.27867241 0.35117712 0.72235184 0.21177019 0.52184835 0.71489677 0.44424898 0.44818883 0.32875175 0.36437331] [-0.24732349] [ 0.71073192 0.47409248 0.52968998 0.43835075 0.40861193 0.53586926 0.51448431 0.57625216 0.51212884 0.46717921] [-0.50765698] [ 0.64387203 0.51162599 0.55310164 0.37725241 0.39176997 0.64086412 0.5011908 0.59766496 0.51417344 0.47289039] [-0.24455743] [ 0.20813317 0.30191722 0.71177534 0.3389968 0.4091611 0.68816426 0.50881854 0.450252 0.38968587 0.28258665] [ 0.08700048] [ 0.26565256 0.52520691 0.51596001 0.4670801 0.5479514 0.73679494 0.47866553 0.36749059 0.32630799 0.58735993] [ 0.16188711] [ 0.17746972 0.35415345 0.59289135 0.41108695 0.46566179 0.67866624 0.4515897 0.41281106 0.48436826 0.51920069] [-0.38772124] [ 0.31092369 0.50109822 0.63886568 0.34775259 0.4493502 0.58343684 0.45560195 0.46936133 0.40313574 0.46767246] Progress: 95.7% ... Training loss: 0.295 ... Validation loss: 0.482[ 0.24580506] [ 0.09714185 0.39134835 0.6814717 0.32889868 0.44558884 0.81025523 0.40207685 0.32052079 0.45405624 0.35065254] [ 0.27531403] [ 0.76473315 0.51121297 0.53654895 0.47823677 0.35771989 0.50758603 0.50691651 0.41125991 0.51966683 0.59862146] [ 0.16263882] [ 0.25989774 0.56076551 0.48732068 0.57050139 0.51211667 0.717383 0.4529937 0.37925229 0.33464189 0.50272417] [-0.09207023] [ 0.09259705 0.5160743 0.51362709 0.53274556 0.29769842 0.80548358 0.38714881 0.51702793 0.59206076 0.34934505] [ 1.75074889] [ 0.53573349 0.62041562 0.43714516 0.42913822 0.28782712 0.38685449 0.46658182 0.6610223 0.63500418 0.31315856] [-0.16470648] [ 0.88746979 0.42682039 0.57129963 0.40519291 0.37693293 0.2832174 0.51629169 0.36973385 0.49913401 0.51260515] [ 0.52495661] [ 0.1112937 0.43224233 0.64930631 0.43381764 0.40365621 0.90131692 0.3145991 0.38300685 0.34106243 0.47835486] [-0.4474173] [ 0.75003165 0.57230378 0.52642419 0.34591618 0.42724197 0.46457843 0.5011898 0.38648199 0.50294281 0.56313587] [-1.41788233] [ 0.62177921 0.59861923 0.5831977 0.37088932 0.44468736 0.33077343 0.55402738 0.6230379 0.62788396 0.27950043] [-0.24939505] [ 0.46611051 0.7120406 0.45999831 0.62058451 0.36914209 0.67088452 0.40113826 0.54623501 0.575448 0.56643152] [ 0.1382654] [ 0.07940912 0.5067462 0.51367482 0.56454617 0.3310105 0.7555509 0.40901314 0.47597204 0.46503042 0.30498259] [-0.38570158] [ 0.62635852 0.61424192 0.41080814 0.60202307 0.30165881 0.45216982 0.42255371 0.40746875 0.57629225 0.5494174 ] [-0.19564977] [ 0.26574205 0.55308424 0.48304685 0.6725822 0.4315412 0.65414451 0.46514975 0.50815801 0.56232488 0.41699715] [ 0.16501303] [ 0.23436244 0.39086688 0.52840464 0.30490658 0.52142917 0.74177791 0.36957291 0.35475488 0.38320123 0.42024588] [ 0.33953785] [ 0.16553001 0.36177004 0.6469934 0.41551864 0.46759832 0.78971572 0.38447355 0.38445941 0.37938092 0.43534986] [-0.40788777] [ 0.48450598 0.60006612 0.55663369 0.31411369 0.27331652 0.44076542 0.53987018 0.69553936 0.55186505 0.28615284] [-0.045927] [ 0.10106382 0.41685446 0.5776256 0.42141544 0.41804303 0.76415189 0.3728966 0.51002392 0.37507829 0.31084531] [ 0.26082959] [ 0.3683114 0.51306361 0.54599063 0.41544697 0.52899127 0.75409371 0.4127186 0.37719718 0.44621151 0.62678818] [ 0.49372449] [ 0.60569539 0.50160756 0.58031348 0.32034929 0.29665813 0.36808168 0.54185996 0.65150001 0.5431094 0.24639421] [-0.03074627] [ 0.27946902 0.6122192 0.43176743 0.6608729 0.30877095 0.78698674 0.41423054 0.57810401 0.43877747 0.54137227] [ 0.79886404] [ 0.69238703 0.62550969 0.5755962 0.43371854 0.37104448 0.57732909 0.52558285 0.44968895 0.51231876 0.55908092] [ 0.22260204] [ 0.15956147 0.56984445 0.46375605 0.45052783 0.47394526 0.54514527 0.46102464 0.48476708 0.48706373 0.64092518] [-0.02452655] [ 0.52524058 0.47739007 0.58663158 0.4498796 0.40752477 0.38524038 0.42506484 0.46844968 0.56004894 0.38680331] [ 0.48143055] [ 0.64327395 0.42550465 0.57041067 0.40710354 0.37294524 0.48513303 0.41122958 0.39111743 0.39607602 0.47569067] [-0.2078396] [ 0.24757097 0.52399323 0.49283807 0.38294851 0.47971319 0.6648617 0.47213797 0.46633716 0.47907742 0.37748098] [-0.52260958] [ 0.468372 0.7553617 0.32679887 0.60223814 0.3933412 0.6288404 0.41856176 0.55861873 0.53226183 0.47376075] [-1.67712952] [ 0.78354067 0.57939826 0.50252728 0.44205138 0.32389311 0.31837689 0.56832159 0.47483167 0.62894457 0.43307623] [-0.319974] [ 0.32241482 0.45394877 0.59412816 0.3840223 0.45729738 0.43620759 0.54201316 0.44200723 0.48336896 0.51900184] [ 0.42511405] [ 0.06468443 0.52844728 0.60684374 0.31867509 0.48669492 0.85113261 0.41466174 0.33025501 0.48685511 0.50471818] [-0.20736211] [ 0.53795258 0.56584111 0.49541299 0.50744552 0.42945602 0.55814224 0.36978575 0.45039444 0.53342988 0.5678395 ] [ 0.13669843] [ 0.13868977 0.71124227 0.42042441 0.55025834 0.41305401 0.76676051 0.32908732 0.43750755 0.53389198 0.48302258] [ 0.21203708] [ 0.38120845 0.73406465 0.44445856 0.57569028 0.36099914 0.66299967 0.4216615 0.43920105 0.55373939 0.60379739] [-0.195088] [ 0.69660908 0.62805944 0.48837073 0.49419731 0.37306268 0.5821136 0.39292459 0.40707435 0.5950888 0.63105812] [-0.40518373] [ 0.68967592 0.44074694 0.58694703 0.34991761 0.54723471 0.44225349 0.46952744 0.39832714 0.4278431 0.56450861] [-0.10850261] [ 0.15755295 0.579814 0.55908474 0.53023503 0.34960316 0.77485051 0.41139784 0.51344558 0.36894524 0.39906741] [ 0.38294421] [ 0.12436626 0.48412055 0.61433514 0.40363919 0.39531088 0.89486659 0.34289109 0.42245527 0.41135118 0.50485794] [-0.25173162] [ 0.42313891 0.51714168 0.53615191 0.46326607 0.42653953 0.75440163 0.4145929 0.45146664 0.37677104 0.51677459] [ 0.65256553] [ 0.21609055 0.75017675 0.32630749 0.55138568 0.23971946 0.47220067 0.41048175 0.72506945 0.63788322 0.32031889] [ 1.66788974] [ 0.40009755 0.68875407 0.43191824 0.52816329 0.31546263 0.4683868 0.55635145 0.65835549 0.65093809 0.26332764] [-0.12303861] [ 0.48295024 0.49521793 0.58354863 0.35045622 0.47917041 0.65175721 0.46480266 0.35190869 0.39973343 0.48191387] [-0.14713981] [ 0.48047362 0.36826192 0.6674416 0.39378628 0.41191871 0.45986821 0.46710835 0.50095207 0.44297947 0.26250191] [ 0.1592628] [ 0.22092594 0.47190688 0.42443869 0.64910204 0.48140207 0.74842272 0.41224908 0.50816035 0.31979369 0.49499057] [ 0.03643925] [ 0.60450325 0.63967936 0.45973543 0.6144636 0.23013169 0.38341747 0.45390279 0.42215018 0.6085242 0.43702987] [-0.55913718] [ 0.71717671 0.68918763 0.48542272 0.30072421 0.43757668 0.48420301 0.58771471 0.4945635 0.60613271 0.56567029] [ 0.13371898] [ 0.32638941 0.45073114 0.63413908 0.41151532 0.37306032 0.64137769 0.43928842 0.45647348 0.49058395 0.33155009] [ 0.07225859] [ 0.19247266 0.50167214 0.39354153 0.5487069 0.5085004 0.82063151 0.36904593 0.61045075 0.29330356 0.43141325] [ 0.22674477] [ 0.66877387 0.68962521 0.53202943 0.55538611 0.29480895 0.28449629 0.50813831 0.77061712 0.63701316 0.37827981] [-1.01842406] [ 0.25211716 0.55143117 0.63617071 0.24192676 0.28116354 0.65305106 0.49846345 0.63600293 0.57834837 0.29630353] [-0.52843238] [ 0.31673333 0.62609817 0.40234872 0.52237558 0.29174485 0.64905626 0.49468716 0.60445379 0.47129938 0.41276494] [ 0.11845736] [ 0.23744434 0.72776249 0.31976329 0.73519627 0.36893236 0.73494973 0.40571035 0.54155461 0.42599963 0.59236233] [ 0.08725052] [ 0.15982487 0.3391523 0.66765697 0.36628765 0.40796355 0.8516391 0.34941858 0.41132592 0.3644457 0.36343696] [-0.02452053] [ 0.36429104 0.62071454 0.54736913 0.35215959 0.36715255 0.63849118 0.47854268 0.59553933 0.62160078 0.46950262] [ 0.20360588] [ 0.62393069 0.33642621 0.67631641 0.20602036 0.40092202 0.43786751 0.62802355 0.6748271 0.43650568 0.27517689] [ 0.93245769] [ 0.63848172 0.59939143 0.38579417 0.62949686 0.35775556 0.33159718 0.56611133 0.400294 0.59260072 0.73484903] [-0.11424964] [ 0.69783456 0.51734616 0.58028809 0.56587536 0.49542422 0.46609387 0.43814894 0.55392905 0.45657489 0.63279443] [ 0.24939079] [ 0.48501287 0.63312365 0.50597283 0.46630279 0.42973305 0.61449033 0.52591658 0.5097344 0.56856159 0.5589166 ] [-0.00167504] [ 0.24275997 0.36323264 0.59612865 0.47275734 0.34242565 0.70841942 0.43439337 0.432809 0.41221347 0.33524866] [-0.57098537] [ 0.21028943 0.63496696 0.44788826 0.56488556 0.3332576 0.66379788 0.38311147 0.62727149 0.4923101 0.34040859] [-0.17197149] [ 0.36910977 0.50341033 0.61242862 0.36404896 0.65134006 0.69074379 0.35753457 0.40288919 0.40653757 0.50021364] [ 0.25827575] [ 0.42958833 0.74316583 0.41832468 0.57201057 0.31944293 0.5126465 0.44157744 0.57737206 0.65325431 0.40452855] [ 0.00859651] [ 0.32649625 0.31142443 0.61740336 0.264983 0.4965156 0.64110772 0.42649754 0.34900489 0.33930241 0.30260368] [-0.07966446] [ 0.72750742 0.71011515 0.49243489 0.45989555 0.34908779 0.53063088 0.52053187 0.61104018 0.61965059 0.58499469] [-0.12446482] [ 0.1426188 0.38736328 0.56074726 0.37384573 0.44223949 0.65619858 0.37433541 0.51078385 0.40704471 0.29730401] [ 0.22470065] [ 0.28262041 0.64319909 0.50177087 0.53386408 0.33442538 0.79915818 0.45097457 0.61348942 0.4260353 0.51298458] [-0.34334033] [ 0.37172559 0.611545 0.44600174 0.63799685 0.32970568 0.5126159 0.48385684 0.60610735 0.60062429 0.40905453] [-0.29979865] [ 0.52914084 0.73316444 0.535931 0.49189564 0.36098726 0.49028368 0.47831357 0.58355862 0.65592571 0.46589232] [ 0.05392727] [ 0.11583542 0.43809536 0.55158215 0.48210345 0.3406144 0.8361706 0.34515712 0.50581916 0.52609502 0.34475178] [ 0.19985994] [ 0.1167382 0.65181596 0.39764341 0.52698739 0.31487418 0.8382092 0.26328506 0.52588526 0.41742184 0.46341086] [ 0.2296458] [ 0.40693425 0.65184307 0.46989706 0.61948587 0.45734512 0.74712165 0.43945783 0.61174317 0.45564597 0.49426412] [ 0.32430864] [ 0.76009877 0.51426745 0.54082261 0.4084695 0.35055259 0.36221328 0.46197027 0.32645606 0.56564394 0.47336862] [-0.20606651] [ 0.73504796 0.68506569 0.52098381 0.38181381 0.33336671 0.5693334 0.54528386 0.57061908 0.58263456 0.53064872] [ 0.28690588] [ 0.71048554 0.60800201 0.60666442 0.29907562 0.40295076 0.42237829 0.65791019 0.56093757 0.64727837 0.42630646] [ 0.24530943] [ 0.72091379 0.59383533 0.58487395 0.53650823 0.40511116 0.38329014 0.50627615 0.50765916 0.57214339 0.43825291] [-0.32492878] [ 0.24840599 0.69997178 0.4244646 0.60126989 0.27658246 0.66292709 0.46465268 0.51671967 0.58935022 0.51576476] [-0.26172779] [ 0.38524277 0.4128342 0.45238772 0.623249 0.41502315 0.46233359 0.44986075 0.52332336 0.41505412 0.34077328] [ 0.17795781] [ 0.57020871 0.63124612 0.53168782 0.53742311 0.4641985 0.49610508 0.45796971 0.52778666 0.62513829 0.44191646] [ 0.90576788] [ 0.26905274 0.62089995 0.48668424 0.54438033 0.30639966 0.54500113 0.36068264 0.55444139 0.53982387 0.3165113 ] [ 0.25177256] [ 0.19340482 0.55511725 0.56793696 0.59171979 0.50459754 0.75645176 0.39546806 0.45589723 0.45798388 0.45556201] [ 0.0343597] [ 0.54294086 0.27915317 0.70052404 0.25024876 0.54221309 0.43547804 0.50747327 0.33298684 0.46048457 0.23947758] [ 0.0143722] [ 0.2445175 0.4663805 0.65030118 0.42165304 0.43213633 0.63792191 0.43693666 0.50327612 0.43825282 0.33668368] [ 0.53979008] [ 0.09286689 0.51626207 0.49977522 0.50659373 0.43849566 0.78829613 0.36391195 0.35687171 0.44838953 0.45031409] [ 0.01636444] [ 0.29987851 0.53463552 0.44508482 0.60178443 0.43633656 0.73198489 0.46868969 0.44663404 0.43906728 0.47684903] [ 0.10566176] [ 0.34544978 0.54823973 0.50478899 0.45660106 0.44846086 0.77064142 0.32319252 0.64447561 0.5645735 0.48683392] [ 1.59943951] [ 0.43479569 0.43089892 0.67525103 0.27807424 0.46961829 0.58294971 0.38660789 0.46380562 0.56973427 0.40558995] [-0.72970722] [ 0.51668546 0.42855816 0.61684363 0.3060147 0.39445581 0.44845632 0.5771325 0.5589488 0.50460223 0.3114439 ] [-0.28345035] [ 0.30769674 0.51474786 0.45357412 0.58545781 0.41476171 0.72611253 0.49507533 0.53340048 0.47136364 0.4137968 ] [ 0.50594399] [ 0.07086416 0.49029626 0.57250711 0.48571129 0.46710818 0.88167848 0.42577065 0.35040503 0.45908614 0.45482314] [ 0.43531347] [ 0.18819475 0.45705286 0.41593189 0.4022541 0.51819041 0.75209755 0.32336218 0.35794256 0.34788489 0.49636767] [-0.20010445] [ 0.7355498 0.33501477 0.65613384 0.4585516 0.43540168 0.54936678 0.44315254 0.38012095 0.47031174 0.52497713] [ 0.22724636] [ 0.16423697 0.30621648 0.6637428 0.27459918 0.56353104 0.69358679 0.43186618 0.2079924 0.40527537 0.33366949] [ 0.100275] [ 0.56089248 0.59072935 0.37323649 0.38407417 0.36493485 0.57527645 0.49300571 0.41732457 0.45848656 0.56465083] [ 0.58875357] [ 0.11811188 0.71167575 0.43022204 0.65406143 0.45760918 0.86067071 0.31886907 0.52908811 0.41765157 0.58709608] [ 0.4926] [ 0.11832057 0.48227414 0.62815062 0.44370702 0.38583174 0.89835274 0.31971694 0.39315883 0.3685217 0.49989524] [ 0.25793313] [ 0.12497099 0.57088987 0.53243856 0.5302486 0.40881814 0.72194585 0.36431198 0.35289821 0.38759165 0.48478063] [ 0.34328991] [ 0.33479212 0.67833147 0.3616071 0.62606693 0.32545749 0.62771259 0.38103592 0.53153456 0.56678146 0.6404062 ] [ 0.55159118] [ 0.1482767 0.54945979 0.47595991 0.41859362 0.32025614 0.73089894 0.32160012 0.6527614 0.39716542 0.30359377] [-0.29411656] [ 0.50095538 0.55482057 0.45974673 0.5122307 0.38974508 0.52356739 0.4327424 0.44166759 0.52803988 0.51951805] [-0.33908914] [ 0.53254898 0.53717683 0.55210518 0.43536926 0.40788646 0.45701768 0.42782162 0.4226868 0.53839957 0.39012919] [ 0.1761378] [ 0.39941564 0.54615795 0.34883013 0.66058807 0.29548929 0.58928084 0.36126974 0.45111635 0.53867386 0.48532729] [-0.30860424] [ 0.41198867 0.62302368 0.39037241 0.60491434 0.38144442 0.6086359 0.48502397 0.59498192 0.49373539 0.56516585] [-0.2869589] [ 0.29162737 0.70180747 0.46648954 0.62995451 0.23444169 0.66961016 0.38978854 0.4843226 0.48369214 0.53745245] [-0.2296358] [ 0.72351613 0.47739632 0.56222582 0.44597441 0.44241914 0.59331304 0.55376894 0.44922082 0.42160593 0.51181838] [-0.09269083] [ 0.39098061 0.43472521 0.58277648 0.38739605 0.32937132 0.5278732 0.48497652 0.54255378 0.45210269 0.36479374] [ 0.1977477] [ 0.60594038 0.78602394 0.40062438 0.45165066 0.41332223 0.63024462 0.51646938 0.49112625 0.57387353 0.72950337] [ 0.85191894] [ 0.65789512 0.61488776 0.4789703 0.42200502 0.32753713 0.27744138 0.49613425 0.5554267 0.61289768 0.461913 ] [ 0.25352171] [ 0.14488136 0.62045788 0.42875571 0.54338416 0.43371345 0.818031 0.43907679 0.62819101 0.49345021 0.54156028] [-0.39535035] [ 0.36943992 0.72752551 0.3884508 0.55726479 0.23675806 0.62823615 0.40750491 0.5130152 0.55685122 0.55160488] [-0.52267051] [ 0.44401291 0.61990792 0.4218269 0.52919754 0.30132327 0.52163838 0.57436292 0.65123161 0.58011897 0.37989925] [ 0.26817627] [ 0.25816245 0.28334692 0.78866095 0.30477171 0.56086438 0.73978007 0.4590141 0.33181069 0.42761716 0.33329651] [ 0.56080593] [ 0.0624748 0.27028967 0.70703559 0.27490026 0.58988636 0.8535088 0.41307103 0.23501407 0.36228862 0.37396142] [ 0.26127252] [ 0.28271468 0.42035431 0.60631913 0.32637103 0.51605641 0.68478516 0.3714607 0.28942471 0.40446687 0.42312045] [ 0.13671516] [ 0.74312871 0.38097031 0.66185464 0.34544176 0.60600998 0.46929947 0.58114172 0.38615197 0.57381604 0.43475773] [-0.25063154] [ 0.56874233 0.57817301 0.41488588 0.50923024 0.58294126 0.50749115 0.46974027 0.23003045 0.43007528 0.64983794] [-0.1674204] [ 0.2465018 0.62575717 0.46201454 0.58211428 0.45250085 0.69446134 0.42332658 0.44987885 0.59050044 0.49343282] [-0.16354733] [ 0.26636402 0.66348564 0.44226306 0.56925222 0.38726783 0.68199412 0.44997123 0.46653919 0.54369747 0.60036123] [ 0.82435048] [ 0.37780918 0.64307963 0.49432061 0.59819237 0.33529726 0.66651824 0.40052751 0.56788894 0.59326199 0.53580831] [-0.43279815] [ 0.53619632 0.67416951 0.48001248 0.41755254 0.32672978 0.46635871 0.43164384 0.49669394 0.59414111 0.47441942] [ 0.44409572] [ 0.24531904 0.59164549 0.39887326 0.65079226 0.28186419 0.61615433 0.36645388 0.29374115 0.59263371 0.45887321] [ 0.59092361] [ 0.08904012 0.66630894 0.38849213 0.6693635 0.38612682 0.88343908 0.33333067 0.54477356 0.45868724 0.58655616] [ 0.73944766] [ 0.56874395 0.64431197 0.45053626 0.55253226 0.26091223 0.50489038 0.43700281 0.53677813 0.6155111 0.52818531] [-1.7832363] [ 0.74012824 0.61847588 0.45313125 0.50736134 0.24841508 0.26471702 0.54471013 0.53910499 0.67588238 0.32536553] [-0.57432885] [ 0.61676322 0.41131001 0.66511089 0.21226055 0.59452469 0.5256081 0.5069853 0.37882394 0.53888695 0.43731106] [-0.08189982] [ 0.28944687 0.68330198 0.44325578 0.55610999 0.45295432 0.67351001 0.39393757 0.38444112 0.52410128 0.54167144] [-0.24776264] [ 0.34186511 0.43023308 0.6702027 0.21411548 0.50901098 0.68404368 0.48546762 0.37671869 0.5088363 0.43872977] [ 0.21091309] [ 0.27437077 0.23351841 0.68229459 0.43672886 0.48375033 0.70151265 0.43578488 0.35764614 0.32052404 0.53290707] [ 1.28044784] [ 0.33035599 0.29707416 0.69751352 0.36803078 0.38530751 0.66046595 0.41482942 0.43162185 0.47673213 0.2618564 ] [ 0.00859651] [ 0.32649625 0.31142443 0.61740336 0.264983 0.4965156 0.64110772 0.42649754 0.34900489 0.33930241 0.30260368] [ 0.07233661] [ 0.44919378 0.67871223 0.4297064 0.5838368 0.21521285 0.5120997 0.48261129 0.55874425 0.66707936 0.47789399] Progress: 96.0% ... Training loss: 0.289 ... Validation loss: 0.475[-0.41647636] [ 0.34881688 0.50570122 0.56576831 0.47085194 0.4475682 0.60645466 0.52070813 0.50732545 0.44322365 0.4497759 ] [-0.62041663] [ 0.29650289 0.53210958 0.44897151 0.49226568 0.3882822 0.70959774 0.48380115 0.50136281 0.51211403 0.43651286] [ 0.30658952] [ 0.12556333 0.23696428 0.61533507 0.50252576 0.55927647 0.8073767 0.42603199 0.33288056 0.21835092 0.31526521] [ 0.22209567] [ 0.16392884 0.73223932 0.34543486 0.62382734 0.23157992 0.82116385 0.30166154 0.49052011 0.48963374 0.55665998] [ 0.07546821] [ 0.28110639 0.83646426 0.36193056 0.71256643 0.40701027 0.71709501 0.38033301 0.49573759 0.54762954 0.6895823 ] [ 0.47504356] [ 0.09680256 0.58213691 0.39990275 0.63350745 0.49600009 0.83561834 0.28708387 0.48010707 0.48469459 0.5302642 ] [-0.03663386] [ 0.60499164 0.7277459 0.46888218 0.29474328 0.34048978 0.54767138 0.56278269 0.53552613 0.55002795 0.49728067] [ 0.13683774] [ 0.38331032 0.37753329 0.52893899 0.45883079 0.34233979 0.28269126 0.59761036 0.74316109 0.44652746 0.2759371 ] [-0.192687] [ 0.35764785 0.47865472 0.49136177 0.62433553 0.53367907 0.57595172 0.41028552 0.46394716 0.49622645 0.38870718] [ 0.52420505] [ 0.58168577 0.59505092 0.48809499 0.53448827 0.24421973 0.44644553 0.47246912 0.51863078 0.5470246 0.42570378] [-0.38358883] [ 0.33624107 0.58946985 0.47709765 0.52617589 0.40254377 0.633141 0.44906144 0.438419 0.55042266 0.52559735] [ 1.15532141] [ 0.82077274 0.43908715 0.64405171 0.19826098 0.45094342 0.31991767 0.65675679 0.5692856 0.53971883 0.29267417] [-0.08412889] [ 0.32590202 0.59132006 0.49699837 0.35407327 0.29281902 0.40957746 0.44196146 0.72731483 0.50853684 0.28620167] [-0.16003037] [ 0.40567821 0.48013347 0.57675636 0.42136611 0.48327444 0.60270069 0.49517555 0.54834242 0.38941077 0.4319114 ] [-0.66527947] [ 0.78695812 0.62695898 0.6009174 0.44430846 0.57498987 0.56956083 0.54488338 0.37540742 0.60306555 0.63759675] [-0.34594141] [ 0.67477797 0.39465778 0.56193237 0.58154766 0.45437049 0.63376853 0.48916427 0.46680269 0.48194915 0.47671943] [ 0.20822141] [ 0.40016608 0.41543393 0.48549075 0.43718728 0.63088039 0.75935611 0.44205481 0.37475437 0.30983531 0.61359287] [-0.46814845] [ 0.13018632 0.68520936 0.51107298 0.53708772 0.42592559 0.72001486 0.36040256 0.63118763 0.44071828 0.37942008] [ 0.08540449] [ 0.60476379 0.4549523 0.59744878 0.3913929 0.33620834 0.35668085 0.50708191 0.41877892 0.45533244 0.36868668] [ 1.68190128] [ 0.80343253 0.55752985 0.53369941 0.26399535 0.32866146 0.19451506 0.53991692 0.61625682 0.60489112 0.41267895] [-0.49751445] [ 0.42144657 0.62747029 0.50235744 0.54962475 0.49537106 0.73944625 0.45442333 0.5887892 0.43915117 0.4853713 ] [ 0.97048599] [ 0.60135755 0.46819581 0.65241022 0.2802861 0.50345035 0.37544955 0.5862006 0.60598173 0.56438399 0.26013451] [-0.58279142] [ 0.76463637 0.62155067 0.54240201 0.51671996 0.29449603 0.34918091 0.46240923 0.36609061 0.65410642 0.48822548] [ 0.17035388] [ 0.42207708 0.63688393 0.51445857 0.679547 0.39874156 0.71505723 0.35088373 0.4693471 0.5011401 0.59596872] [-0.23988358] [ 0.31406971 0.35293151 0.56336183 0.40468266 0.55126294 0.59497569 0.46106786 0.31088392 0.43663838 0.35000009] [-0.35446891] [ 0.34391752 0.43035898 0.67158443 0.21209213 0.50543215 0.68060051 0.48820741 0.3826967 0.51239131 0.4325123 ] [-0.4531242] [ 0.6741965 0.63089286 0.54177604 0.54008398 0.46251046 0.52171097 0.43698333 0.54070679 0.59928028 0.62837335] [-1.3288784] [ 0.46309226 0.48195488 0.52173745 0.43034504 0.3117634 0.35796696 0.55141948 0.69182799 0.53423135 0.18197398] [ 0.01179402] [ 0.25146201 0.4597748 0.52543902 0.42510222 0.50119299 0.68063156 0.58763287 0.58260507 0.36053848 0.38186327] [-0.11156442] [ 0.578493 0.68829369 0.42275893 0.51182744 0.48753815 0.64274852 0.54728195 0.43222263 0.57756229 0.69694657] [ 0.26943589] [ 0.09465818 0.45983947 0.66435979 0.40510475 0.4227838 0.73703548 0.40571275 0.49246533 0.51447879 0.33889398] [-0.26706681] [ 0.12948395 0.62072419 0.45474477 0.45401487 0.31625587 0.63484192 0.39247303 0.53500346 0.48333738 0.33446451] [ 0.17015471] [ 0.42673548 0.30171407 0.55452876 0.38825908 0.45503973 0.65090849 0.45476485 0.65595391 0.49105116 0.31332692] [ 0.13668356] [ 0.16673393 0.48862163 0.57146105 0.35334134 0.41943388 0.83071086 0.40492429 0.39039055 0.42668315 0.38270994] [-0.29258078] [ 0.50338266 0.52707838 0.56521235 0.3550729 0.46442859 0.51195668 0.50519661 0.55098523 0.39454778 0.54584474] [ 0.46525071] [ 0.14643094 0.46885658 0.53640095 0.36272576 0.64120221 0.78812886 0.38036717 0.2864098 0.38367952 0.49254071] [ 0.56204781] [ 0.47590349 0.61463364 0.48184616 0.49831571 0.33441439 0.54727742 0.41978913 0.54835399 0.47757732 0.52238483] [ 0.10633219] [ 0.29640008 0.68031063 0.46962134 0.56757985 0.48221631 0.81256344 0.28920446 0.58831222 0.47650954 0.67418962] [ 0.77335498] [ 0.50641231 0.39538336 0.65265868 0.25933457 0.48474955 0.56149775 0.43503678 0.45895296 0.55121074 0.37020876] [ 1.0019375] [ 0.7831192 0.54329925 0.50537055 0.27930018 0.4106917 0.48276485 0.61718489 0.62491624 0.58264884 0.50781077] [ 0.22563204] [ 0.17489222 0.47916481 0.65948109 0.35851223 0.53156587 0.81667954 0.40665644 0.41253855 0.4202376 0.45899574] [-0.14925439] [ 0.70499471 0.42929345 0.56863467 0.37569852 0.37879958 0.29596083 0.50811583 0.49354336 0.54007783 0.34802843] [ 0.39139377] [ 0.4942044 0.72692215 0.33094834 0.48544759 0.32263733 0.53202557 0.40785438 0.46830791 0.59086501 0.48555187] [ 0.17927031] [ 0.24412184 0.72585322 0.46338314 0.55691664 0.34801556 0.79742695 0.46686691 0.55020862 0.47940673 0.57936494] [-0.05741609] [ 0.39366465 0.76849583 0.3537939 0.6187701 0.43639437 0.60085719 0.39859595 0.32947727 0.51732686 0.68510607] [-0.26607741] [ 0.285001 0.76576296 0.28808614 0.59602199 0.39477506 0.70579793 0.41701282 0.53952434 0.54366036 0.58867819] [-0.52742663] [ 0.7588669 0.68943134 0.49470052 0.46204875 0.44034311 0.49399577 0.46011118 0.29953986 0.64437448 0.64400455] [ 0.11158088] [ 0.15242419 0.69878642 0.37483166 0.53908936 0.4368891 0.82172341 0.29010823 0.63184759 0.52966612 0.57867477] [-0.45484176] [ 0.4417909 0.64292139 0.40152205 0.60072176 0.50198836 0.68213993 0.35203136 0.55076193 0.5097779 0.57272089] [ 0.44621587] [ 0.74108336 0.57540822 0.51769984 0.33319883 0.36097061 0.29260032 0.54024285 0.43555255 0.60490069 0.37692885] [ 0.15582863] [ 0.10362357 0.39264355 0.58239183 0.4083937 0.47845247 0.65395529 0.44175177 0.48577189 0.40122442 0.53528731] [-0.23504757] [ 0.72114629 0.49439528 0.50632375 0.45204677 0.3881855 0.35627604 0.42141653 0.46284356 0.55699958 0.51775352] [ 1.65762216] [ 0.79683105 0.59029305 0.59810722 0.36446537 0.48879292 0.41184658 0.50470734 0.48714836 0.63208651 0.47736129] [ 0.07312898] [ 0.52153848 0.56869197 0.5526896 0.53565024 0.37121006 0.47712474 0.39048499 0.43678072 0.57071104 0.51288234] [ 0.62899687] [ 0.41810931 0.37495415 0.65287798 0.40097829 0.55797664 0.65287709 0.40521852 0.37861432 0.37465466 0.42695636] [-1.11006579] [ 0.17055321 0.6149645 0.45489359 0.5506905 0.29695284 0.57811367 0.38815304 0.64395491 0.57876318 0.30022769] [-0.01509483] [ 0.28933572 0.42950758 0.68451684 0.28427315 0.51239683 0.65715302 0.42449629 0.41352115 0.51901397 0.44326315] [-0.58038809] [ 0.78016987 0.71389541 0.51031895 0.50921982 0.43270909 0.40018469 0.50560592 0.54960139 0.63906967 0.5379562 ] [-0.33960249] [ 0.37340092 0.64058035 0.49090781 0.5064255 0.39021182 0.71374892 0.40023196 0.46307827 0.59591543 0.52649235] [ 0.53696239] [ 0.33680656 0.63499559 0.35996613 0.69411951 0.3028185 0.65707189 0.37327474 0.35307935 0.54865377 0.59875042] [-0.35131074] [ 0.70613561 0.60002086 0.56305628 0.41210049 0.39187423 0.36724245 0.63987104 0.62696341 0.60930507 0.41374204] [-0.89143346] [ 0.32529418 0.57247811 0.65112309 0.21364875 0.36154353 0.51882102 0.56779522 0.61887421 0.56272949 0.31996148] [-0.47312112] [ 0.29250545 0.59248283 0.43011661 0.53476438 0.3846397 0.66606191 0.40826747 0.5166153 0.37508809 0.44013594] [-0.03570871] [ 0.50086523 0.64674258 0.6165949 0.47547313 0.38766412 0.50826906 0.49303837 0.49133396 0.63771287 0.41873403] [-0.59154129] [ 0.8762897 0.68656974 0.53846086 0.29596103 0.27576944 0.24820408 0.68377308 0.63821527 0.72706233 0.48006625] [-0.22922095] [ 0.19914503 0.58597935 0.46032307 0.59993466 0.33850214 0.75477125 0.45894942 0.51853775 0.5455745 0.48336642] [-0.37353959] [ 0.25048918 0.71734499 0.35472197 0.56836477 0.38094245 0.69986757 0.48785974 0.69787175 0.44486951 0.51457538] [ 0.44345355] [ 0.12551902 0.44255198 0.63846367 0.52009907 0.39842745 0.83350628 0.33091784 0.37391694 0.34402455 0.51749022] [-0.39932798] [ 0.40993994 0.77959288 0.53941511 0.46036351 0.41860876 0.71485064 0.53420164 0.47206213 0.57439839 0.64373826] [-0.14136615] [ 0.1907237 0.36129221 0.67479702 0.32741366 0.50428975 0.6975061 0.41563804 0.41762962 0.48779941 0.44155289] [-0.22510304] [ 0.60174559 0.42239517 0.61006812 0.30966986 0.54656609 0.43208982 0.51786652 0.49705381 0.36270225 0.50909947] [ 0.3064408] [ 0.25371443 0.20753973 0.7099398 0.37396365 0.4517677 0.61942057 0.43384969 0.44361974 0.40116212 0.3725512 ] [-0.20877078] [ 0.37881255 0.26696036 0.6136158 0.36605337 0.53387617 0.68892151 0.44316823 0.38231401 0.40281059 0.42800251] [ 0.7300474] [ 0.20683583 0.61153541 0.37316608 0.55456867 0.33855638 0.53611251 0.44108504 0.75613392 0.64643021 0.31181524] [-0.0085215] [ 0.46938288 0.71034322 0.29923863 0.65569721 0.37098059 0.67767465 0.3693075 0.36716012 0.53582878 0.7225297 ] [ 0.67488029] [ 0.75560371 0.44486887 0.59537323 0.28130554 0.40824717 0.33139553 0.53643376 0.53804222 0.54802961 0.37880056] [ 0.84476088] [ 0.58503065 0.35205654 0.62998985 0.27026423 0.5426939 0.64102983 0.44133455 0.51488109 0.50894739 0.43009153] [ 0.16677909] [ 0.3480991 0.62038435 0.4765665 0.51139361 0.31469436 0.65850673 0.37198654 0.53599008 0.48993821 0.47693014] [-0.27057177] [ 0.59583184 0.46673376 0.5524897 0.44841237 0.51745513 0.48699441 0.44565559 0.58071308 0.47163594 0.44160311] [ 0.17120343] [ 0.73689498 0.43092858 0.51382915 0.39967797 0.48961794 0.44289657 0.52429147 0.40546291 0.47817677 0.57250503] [-0.05855792] [ 0.14844171 0.45578127 0.57391239 0.49671103 0.37020835 0.70692922 0.36333173 0.4784372 0.4403926 0.40857476] [ 0.75241803] [ 0.73013974 0.59996088 0.58522495 0.50115807 0.34329703 0.46771529 0.50511857 0.76034657 0.57973248 0.42841052] [-0.39668301] [ 0.35216491 0.73447162 0.48307974 0.67680041 0.35202305 0.68263651 0.34945879 0.50831191 0.57877128 0.51656155] [-0.17196969] [ 0.47450278 0.53191762 0.49927389 0.57651353 0.33704152 0.56039162 0.32841643 0.35036755 0.42756934 0.49323084] [-0.1122598] [ 0.34718079 0.66499538 0.40386714 0.73939543 0.27571573 0.61159689 0.42221212 0.45977915 0.51406731 0.74881743] [-0.73646339] [ 0.19839286 0.16584486 0.73712402 0.22129855 0.55215772 0.49168425 0.49492025 0.37633544 0.356783 0.13815354] [ 0.03305459] [ 0.55536741 0.32343633 0.6765185 0.31868837 0.35762935 0.34406975 0.57499894 0.70242165 0.39891782 0.16635149] [-0.33627182] [ 0.60488836 0.40274472 0.60605745 0.2883901 0.43782081 0.57088642 0.5355819 0.47315928 0.3637943 0.38282484] [-0.67840163] [ 0.24553376 0.62655437 0.44464976 0.62827498 0.28793876 0.54229892 0.47812918 0.73588312 0.51971995 0.36080356] [ 0.15412897] [ 0.33324066 0.17458476 0.74742996 0.29697953 0.42962369 0.5844986 0.46700709 0.43763335 0.39461731 0.18814214] [ 1.86838336] [ 0.74938269 0.52066334 0.5894148 0.27531563 0.26502596 0.30935805 0.55813888 0.68884426 0.53155778 0.31450289] [-0.26812262] [ 0.60887594 0.72612688 0.50539048 0.41643832 0.56828998 0.67026798 0.55392033 0.30932732 0.46455864 0.75211749] [-1.02519555] [ 0.53679817 0.59128173 0.56722381 0.40158837 0.39390228 0.53088042 0.51045315 0.46935203 0.52731572 0.54250738] [ 1.65654627] [ 0.82575108 0.71468304 0.46638855 0.26197315 0.28883946 0.18073637 0.56194823 0.63977429 0.69293412 0.48082445] [ 0.0168153] [ 0.42876501 0.70105007 0.38218343 0.49121413 0.38082278 0.65494662 0.3686526 0.50645234 0.55350156 0.67843587] [-0.52516317] [ 0.45730435 0.65084356 0.44501034 0.50511933 0.41459764 0.56791036 0.49670205 0.34577932 0.52443724 0.62097748] [ 0.25334337] [ 0.08418305 0.42727908 0.50351247 0.61812043 0.54766677 0.85030576 0.45134346 0.51187323 0.30280666 0.37908355] [ 0.01294507] [ 0.50575257 0.56005103 0.38395978 0.4151519 0.42682049 0.55562233 0.51527222 0.45633443 0.46993107 0.42324054] [ 0.03539432] [ 0.46882208 0.71443359 0.38101147 0.68316992 0.28671664 0.6357554 0.36891049 0.39093465 0.5518611 0.73568426] [-1.23060133] [ 0.48234913 0.67893686 0.5588035 0.45545073 0.35869674 0.50973047 0.52500742 0.58750836 0.55935034 0.4098689 ] [ 0.44209335] [ 0.13557217 0.43477474 0.63931383 0.41821329 0.47716963 0.79815928 0.35076823 0.31674852 0.34429855 0.45096935] [-0.16615996] [ 0.21705049 0.58829547 0.51595905 0.55438377 0.33018331 0.55963996 0.37206329 0.54107986 0.66242827 0.3247493 ] [-1.2021449] [ 0.29698321 0.35990092 0.64977251 0.20755754 0.36315587 0.38468079 0.49852081 0.51504253 0.51598924 0.14672342] [-0.54573763] [ 0.25640929 0.54560293 0.53114151 0.32937688 0.33655333 0.44327678 0.49697421 0.61299876 0.58209789 0.32168788] [-0.76107081] [ 0.27219578 0.23568716 0.77267929 0.2907579 0.42521472 0.66874005 0.45871684 0.40209831 0.37908177 0.23951804] [ 0.14637688] [ 0.11650327 0.53618624 0.56315948 0.47138716 0.40483032 0.78201808 0.36319336 0.45719558 0.4466327 0.52975635] [-0.09014895] [ 0.50567101 0.68307258 0.4676987 0.56226458 0.43215256 0.53458831 0.62198226 0.48044273 0.6108855 0.60350475] [ 0.29408045] [ 0.21552899 0.20936081 0.73033387 0.3016939 0.52535257 0.56993417 0.45225212 0.45912414 0.30051087 0.42057538] [ 0.11503907] [ 0.49377986 0.70252207 0.35150069 0.43958006 0.24688929 0.55842567 0.44223236 0.52772383 0.52651858 0.49040703] [ 0.58180944] [ 0.38945303 0.7505078 0.49503565 0.58992392 0.34912618 0.63580971 0.42740823 0.66257875 0.55962543 0.51833058] [ 0.29903245] [ 0.18072726 0.69625121 0.3488941 0.69348116 0.40497876 0.7274764 0.48156718 0.4928245 0.44978077 0.72429264] [ 0.02878113] [ 0.25966737 0.6944724 0.36031835 0.67913239 0.32117151 0.71157344 0.45860648 0.45350643 0.56132119 0.611295 ] [ 0.07421627] [ 0.36680148 0.55805005 0.51626318 0.62508571 0.37876957 0.71048763 0.39418343 0.28486671 0.4911106 0.58528098] [-0.64671942] [ 0.10568895 0.24462705 0.6650028 0.43319463 0.34540639 0.61899905 0.43295179 0.51871613 0.44546676 0.12881452] [ 0.0093402] [ 0.42031158 0.66068384 0.50887083 0.58195923 0.29643892 0.47388287 0.45689034 0.53335285 0.70513086 0.44957399] [ 0.68373934] [ 0.19842868 0.40663248 0.55213358 0.42908646 0.39168733 0.58129773 0.40431455 0.43928393 0.54619665 0.24237644] [ 0.00901347] [ 0.22310934 0.43401681 0.57419892 0.38594121 0.58508964 0.76722951 0.32767961 0.4182559 0.40627967 0.4518127 ] [-0.12610487] [ 0.23502507 0.66442181 0.38619357 0.70310122 0.38820105 0.73663491 0.47717794 0.64361559 0.43563109 0.42326526] [-0.16428707] [ 0.46598839 0.47674184 0.58468051 0.31893776 0.47217653 0.64386679 0.48391316 0.60471456 0.36888663 0.49193107] [-0.38176813] [ 0.40904361 0.62008994 0.39856869 0.60005042 0.33556517 0.67115473 0.45701882 0.73728 0.55942444 0.41239046] [ 0.49829068] [ 0.66067383 0.52928222 0.52144922 0.4297864 0.37140689 0.53914324 0.53978232 0.54932488 0.58139505 0.44770867] [-0.03579093] [ 0.31267596 0.76106252 0.43285211 0.45776184 0.41172982 0.78729361 0.50536034 0.43509545 0.59396634 0.6994974 ] [-0.36945255] [ 0.44843287 0.5292384 0.48166117 0.42127012 0.56564254 0.58230103 0.54215726 0.52639454 0.39764647 0.42226052] [ 0.09080849] [ 0.26256382 0.73141308 0.41701365 0.57377791 0.32173019 0.73605464 0.43823819 0.55815851 0.51919911 0.56046983] [-1.06830729] [ 0.41604539 0.38792361 0.60814853 0.25803053 0.41756491 0.46441358 0.50437268 0.61674853 0.55789647 0.29142146] [-0.01851852] [ 0.06730662 0.37200912 0.60152535 0.5192537 0.41144954 0.83003733 0.43782553 0.41258812 0.46424364 0.29245195] [-0.08770042] [ 0.40828562 0.54322136 0.43707476 0.66893558 0.46010013 0.57780257 0.41860717 0.50290997 0.49775341 0.55849947] [ 0.0889551] [ 0.72546093 0.55576857 0.43981239 0.39824214 0.32672677 0.2323897 0.54235779 0.45530033 0.61575208 0.36943824] Progress: 96.3% ... Training loss: 0.287 ... Validation loss: 0.469[ 0.24684577] [ 0.28851815 0.34975561 0.62337323 0.31350886 0.52189551 0.6310216 0.4477529 0.34369039 0.48065752 0.3511095 ] [-0.35043986] [ 0.72389461 0.60625346 0.61319329 0.36884041 0.48884479 0.48510229 0.48273394 0.55772437 0.64265653 0.52297487] [-0.13712755] [ 0.51906221 0.75004442 0.3683448 0.601431 0.36326642 0.6184265 0.42715388 0.29142006 0.50117528 0.72769123] [-0.36449345] [ 0.39134797 0.49907749 0.62969129 0.32140244 0.49218877 0.60113392 0.4911772 0.46988072 0.51902365 0.49163628] [-0.20872952] [ 0.60313815 0.67118752 0.48700185 0.38518236 0.37305687 0.5592271 0.54222455 0.59353626 0.50407169 0.56883287] [ 0.10234152] [ 0.1067014 0.62857069 0.50647581 0.42760422 0.48026361 0.65663329 0.37259831 0.33038184 0.39657304 0.48034624] [-0.10044245] [ 0.32793623 0.61866389 0.42930096 0.45047899 0.42130481 0.64921481 0.51486703 0.5989745 0.36517076 0.49301333] [-0.14623673] [ 0.50597008 0.65841471 0.46490772 0.5290428 0.35934681 0.63908994 0.45056596 0.29229854 0.60633216 0.68914527] [ 0.15039496] [ 0.08872265 0.49954489 0.58706544 0.44723381 0.42937862 0.78413615 0.38348624 0.33448512 0.39697067 0.37021532] [-1.0672621] [ 0.21219619 0.27720479 0.7810401 0.2610221 0.3612309 0.62798789 0.45299071 0.54837446 0.37651669 0.1762078 ] [ 0.56643254] [ 0.58099071 0.57420851 0.49142501 0.501056 0.33600872 0.50603987 0.37574736 0.44327207 0.58300126 0.51064874] [ 0.03475343] [ 0.40694869 0.35669284 0.57916835 0.49990184 0.40329737 0.57649442 0.42637983 0.48739914 0.44943342 0.41745148] [-0.15882573] [ 0.21225158 0.30645228 0.57387727 0.55621652 0.47158349 0.64491193 0.45295568 0.52638971 0.35049555 0.3330374 ] [ 0.59396627] [ 0.34087983 0.50460298 0.54411399 0.36776072 0.51718681 0.52638285 0.47230876 0.59076563 0.51810134 0.30308763] [-0.56807936] [ 0.84250811 0.71306878 0.49745438 0.28324629 0.2620072 0.26960727 0.59149337 0.54619284 0.70903701 0.50423518] [ 1.26255176] [ 0.13070534 0.41979045 0.53855702 0.47313061 0.2759509 0.65632886 0.44013348 0.64619262 0.55877328 0.14914449] [-0.35176824] [ 0.71558177 0.5764725 0.51706468 0.49738418 0.29901388 0.35761542 0.53195852 0.36025718 0.56491485 0.49241384] [ 0.3247298] [ 0.10933689 0.54559578 0.42885132 0.38808367 0.42289164 0.77528848 0.38364867 0.32585074 0.49769301 0.46961176] [ 0.20382783] [ 0.41574495 0.55724931 0.49653504 0.62678474 0.57086504 0.74553575 0.36476351 0.58317045 0.46629106 0.5277386 ] [ 0.22428983] [ 0.11805844 0.77499876 0.36070493 0.63746549 0.38616659 0.7128002 0.39212639 0.50541223 0.41348734 0.6089912 ] [-0.56027985] [ 0.51660528 0.79121241 0.45990261 0.48496791 0.39554777 0.6041845 0.50053532 0.4767336 0.61798732 0.68833568] [ 0.34182852] [ 0.21643592 0.20835103 0.74469138 0.24691558 0.56439524 0.56976661 0.40884048 0.40324618 0.28679255 0.24144201] [-0.33882485] [ 0.33580598 0.56340986 0.61209821 0.24519367 0.43406242 0.52997212 0.45369159 0.36815888 0.55770002 0.36395496] [ 0.46326285] [ 0.76241444 0.51581389 0.60193826 0.42965769 0.43861807 0.32159838 0.47091285 0.48830903 0.5818726 0.34816498] [-0.20181378] [ 0.2717257 0.67913671 0.52825013 0.61158532 0.45365352 0.66252965 0.39775421 0.52741689 0.56572059 0.57272554] [-0.55257236] [ 0.8870304 0.74358186 0.57646219 0.19804701 0.35031836 0.24320123 0.7010619 0.6369598 0.74107392 0.44202559] [-0.03193707] [ 0.53261997 0.67855518 0.40856634 0.46055562 0.46306188 0.61478643 0.53083031 0.51466821 0.52672906 0.68153866] [ 0.00484723] [ 0.35981391 0.52344381 0.52603423 0.493245 0.43997627 0.66868962 0.45964483 0.59665726 0.55698531 0.41753193] [-0.30965581] [ 0.40188518 0.41748538 0.59206898 0.38644235 0.47291035 0.64728148 0.49742825 0.53336348 0.38271143 0.48577615] [ 0.19957351] [ 0.26953341 0.44820807 0.62458684 0.24609023 0.48462485 0.71066877 0.45528382 0.63422697 0.43700907 0.37196242] [-0.32679482] [ 0.78479623 0.55712755 0.54071272 0.28521411 0.33284617 0.43741639 0.50093416 0.5092767 0.59013791 0.47815865] [ 0.07638755] [ 0.19007744 0.5331027 0.59470238 0.4587772 0.43146505 0.67586205 0.46800752 0.42234478 0.50868412 0.38220893] [-0.29904589] [ 0.63647909 0.62985842 0.59404182 0.34895561 0.54313884 0.50320806 0.54426531 0.4964445 0.4893397 0.69410292] [ 0.17687203] [ 0.08140138 0.4135703 0.45238937 0.51771189 0.40154372 0.81408236 0.27973766 0.45407918 0.38788662 0.34236637] [ 0.05055433] [ 0.63818042 0.38321912 0.63858578 0.49330986 0.50163642 0.66872735 0.39696674 0.55135563 0.47975334 0.47893156] [ 0.04659649] [ 0.13639196 0.26912396 0.62034679 0.46158276 0.40644863 0.83658424 0.35028763 0.40609133 0.35491257 0.30429687] [-0.99304159] [ 0.38269876 0.24703218 0.76488353 0.14888152 0.49148883 0.48598988 0.52358848 0.49810417 0.40226374 0.21560252] [ 0.06205925] [ 0.36878726 0.55816727 0.51736678 0.62416692 0.37725736 0.70788871 0.3958804 0.28817334 0.49329321 0.58155294] [-1.33140317] [ 0.4447645 0.72383896 0.54990262 0.4585468 0.32299618 0.52955837 0.4924498 0.55745131 0.56961948 0.40444539] [-0.21539027] [ 0.5379513 0.54541207 0.54444686 0.40519394 0.45768623 0.61851943 0.43831054 0.53674834 0.5157155 0.44504807] [ 0.44198449] [ 0.84021963 0.45381409 0.55637095 0.2802092 0.41159331 0.29850903 0.57656288 0.58925316 0.53072125 0.43740093] [-0.48513953] [ 0.79575227 0.54864781 0.52091286 0.43186934 0.33402965 0.34543597 0.47108513 0.33507564 0.59052313 0.49829817] [ 1.10063603] [ 0.80280845 0.53860763 0.58321465 0.31859576 0.39878161 0.35124125 0.52948821 0.38714879 0.56577831 0.53465858] [-0.56068108] [ 0.79524108 0.50358033 0.54331411 0.30203774 0.41529645 0.39187645 0.48515336 0.43326129 0.5803728 0.48135708] [-0.29925383] [ 0.35172195 0.36317169 0.69154859 0.3502891 0.37011622 0.6108392 0.54203614 0.47087575 0.4813476 0.30962233] [ 0.15808962] [ 0.2396215 0.71126655 0.44163363 0.56933031 0.43434444 0.73765185 0.41159295 0.59011047 0.50401742 0.46805175] [-0.16767055] [ 0.35060544 0.5224728 0.41445023 0.61000905 0.26243416 0.50053925 0.4843818 0.57947338 0.50923222 0.39566799] [ 0.02529734] [ 0.18778819 0.71389516 0.4234228 0.63270768 0.28777389 0.7947095 0.41655845 0.57217765 0.47166864 0.55219697] [-0.39187842] [ 0.33245438 0.56092771 0.54020817 0.61297787 0.48605671 0.69290924 0.41982798 0.49843136 0.39126686 0.39725424] [-0.25045831] [ 0.63263362 0.59145491 0.46916457 0.5515854 0.41209382 0.48228868 0.43960737 0.61392298 0.56595053 0.47517224] [-0.60596678] [ 0.54860521 0.56243442 0.61504526 0.32181703 0.44777218 0.63169919 0.48329605 0.44752397 0.60430431 0.57900334] [ 0.28830472] [ 0.58025958 0.60826611 0.50009099 0.49008991 0.41907554 0.46106453 0.50034144 0.43362785 0.56526564 0.53950948] [ 0.05472017] [ 0.38614657 0.49682651 0.47929079 0.25643825 0.37006362 0.4167322 0.50244643 0.61054881 0.56307657 0.20440807] [ 0.47191286] [ 0.59951594 0.77046863 0.46886204 0.35643935 0.396603 0.4744697 0.52886846 0.485775 0.65684706 0.69904036] [-0.14770207] [ 0.4800792 0.69575217 0.44805471 0.49808248 0.37643187 0.60902953 0.44188642 0.38732704 0.60170813 0.67383791] [-1.63846402] [ 0.55389012 0.61511096 0.5685921 0.41364555 0.35278454 0.401627 0.56841034 0.58076864 0.62793485 0.27500393] [-0.34211139] [ 0.43324574 0.7043328 0.3491615 0.67827952 0.28801624 0.61245099 0.35877633 0.38273144 0.50475352 0.5930037 ] [ 0.42540447] [ 0.29316457 0.36964661 0.72361301 0.34045485 0.3925314 0.70633722 0.42599212 0.49940637 0.50880443 0.29772566] [ 0.19898524] [ 0.44252205 0.81588856 0.46252742 0.54728707 0.29825125 0.63774551 0.54628644 0.64817987 0.64490021 0.60268665] [-0.05098994] [ 0.50265742 0.68300253 0.46671671 0.56418879 0.43379924 0.53842689 0.62076631 0.47715923 0.60932384 0.60664922] [ 0.67013036] [ 0.43074894 0.52595645 0.51828691 0.53367213 0.40716169 0.62206633 0.45966106 0.47659987 0.620184 0.54085643] [-0.35392176] [ 0.11472905 0.51163752 0.62705281 0.50733514 0.29957309 0.78944893 0.39125115 0.48221789 0.45276443 0.30753619] [-0.33339573] [ 0.3971415 0.40527299 0.6788752 0.23435736 0.43191369 0.47402852 0.4836426 0.42864933 0.5091055 0.30753744] [ 0.36898518] [ 0.18613662 0.64621661 0.48482122 0.56325028 0.40264804 0.7944735 0.38497676 0.44534719 0.41438999 0.55864886] [-0.91749917] [ 0.8488885 0.69085348 0.48628703 0.35228672 0.32825301 0.39789973 0.60029721 0.47485888 0.75618483 0.61054218] [-0.16207728] [ 0.37219363 0.66046145 0.44597396 0.53735512 0.4830328 0.61526854 0.47445209 0.4203113 0.36236441 0.65529062] [ 0.29354302] [ 0.26845809 0.20806928 0.66555756 0.26515199 0.61374658 0.67051638 0.46084902 0.60274699 0.32866954 0.4804547 ] [-0.62018976] [ 0.39451934 0.6360099 0.48426903 0.57054786 0.28816593 0.57283649 0.48577354 0.59850015 0.56729502 0.40595627] [-0.36672505] [ 0.20203804 0.69843931 0.50534376 0.4944631 0.35191087 0.74300268 0.47312498 0.5624743 0.45746541 0.47553378] [-0.06877023] [ 0.72500656 0.46792677 0.69437758 0.2759113 0.56411077 0.46405782 0.5209234 0.52186357 0.59212221 0.47773394] [-0.84177457] [ 0.3113509 0.38522426 0.69024694 0.26151152 0.39968994 0.58066753 0.49641808 0.68596729 0.48933045 0.2917018 ] [-0.11392211] [ 0.28062524 0.72526965 0.39802732 0.59165831 0.29763578 0.80821211 0.40779989 0.61820714 0.50863578 0.59409808] [-0.12661418] [ 0.74342468 0.53621222 0.60153427 0.3980269 0.45979466 0.31504078 0.5868313 0.63666652 0.57208722 0.37675778] [-0.29964616] [ 0.19481424 0.39606832 0.74578204 0.31244057 0.39525838 0.65397865 0.41000942 0.40324827 0.50398767 0.24209841] [ 0.23360281] [ 0.20431587 0.69271658 0.51221057 0.39746505 0.29564477 0.64152913 0.42812473 0.66715945 0.60358554 0.38114401] [ 0.74592188] [ 0.41223307 0.42118184 0.5956067 0.29809117 0.42513564 0.46421704 0.59874994 0.62012538 0.49880703 0.21927127] [-0.66683976] [ 0.29336127 0.38046324 0.72539265 0.17053372 0.36101654 0.63972762 0.51826726 0.58395382 0.48623364 0.24862369] [-0.27006363] [ 0.33455432 0.1924938 0.75365331 0.1871837 0.56744243 0.46257322 0.45981133 0.34289942 0.36710947 0.17796028] [-0.46447601] [ 0.2933493 0.59818207 0.4423664 0.64936087 0.30924975 0.67554177 0.44513807 0.51155925 0.43826796 0.43721283] [-0.05557018] [ 0.48128082 0.66124168 0.43402388 0.57597371 0.30495889 0.4916259 0.48519794 0.55257804 0.60192855 0.57269874] [-0.00041677] [ 0.43089601 0.47148564 0.51944575 0.52143266 0.46612829 0.76471356 0.49490426 0.47459317 0.37704185 0.54598402] [ 1.61704081] [ 0.73074744 0.51402576 0.48808866 0.29941768 0.41786802 0.2944602 0.57854111 0.59985855 0.56238076 0.29276189] [-0.34045826] [ 0.33626676 0.59875251 0.34141015 0.64663699 0.34294288 0.55630109 0.35960707 0.47614187 0.46887268 0.50792073] [ 0.40502806] [ 0.27346552 0.49757269 0.503124 0.45667299 0.53816918 0.73304977 0.5043857 0.33542641 0.4698853 0.56853377] [-0.1407838] [ 0.38181653 0.53085594 0.48269553 0.61077474 0.43612476 0.56831446 0.39171949 0.46502312 0.48722003 0.47180578] [ 0.21979515] [ 0.45640247 0.68985873 0.35806686 0.48725395 0.30982012 0.37497931 0.54276845 0.60958823 0.690401 0.40758093] [ 0.02393451] [ 0.47599937 0.64445248 0.43573645 0.69097778 0.30698031 0.63811536 0.34999739 0.34591376 0.46644871 0.70961997] [-0.20431354] [ 0.33057691 0.53578945 0.54310985 0.39598869 0.53860066 0.70102329 0.39681448 0.34881721 0.44744486 0.48254484] [-0.69188266] [ 0.78630978 0.65299677 0.5706836 0.44802084 0.50826449 0.58491688 0.53610345 0.44162673 0.60059387 0.67300084] [-0.31028727] [ 0.50461683 0.5272034 0.56635026 0.35385114 0.46259298 0.50945063 0.50689067 0.55498812 0.39653503 0.54132966] [-0.38651895] [ 0.3434292 0.54847657 0.487825 0.30181471 0.38675748 0.65111261 0.39179516 0.51929723 0.52504145 0.3722932 ] [ 0.26789849] [ 0.09218573 0.61893528 0.50112096 0.5336479 0.35885528 0.75846278 0.36510152 0.53312275 0.6056203 0.39262741] [ 0.60554022] [ 0.52295949 0.5451751 0.51496363 0.3926582 0.34066799 0.53630325 0.41402803 0.61549162 0.63553208 0.37961284] [ 0.03894899] [ 0.14630851 0.29544326 0.71301925 0.34558301 0.48492424 0.77123604 0.40786652 0.31938861 0.38592327 0.39831675] [-0.57873062] [ 0.203458 0.61184431 0.49678147 0.30237558 0.29095322 0.59752894 0.46926207 0.66656301 0.62699184 0.28955435] [ 0.64129975] [ 0.20333217 0.56453863 0.4502084 0.7133838 0.65112941 0.77908885 0.38722418 0.38113303 0.31933249 0.53757073] [ 0.0177554] [ 0.45271317 0.61123732 0.4678799 0.54001004 0.38939996 0.45223453 0.47872384 0.49337775 0.51085027 0.63871505] [-0.18683016] [ 0.29077195 0.66454227 0.43937963 0.65484794 0.40111721 0.68804244 0.36977089 0.47619245 0.51077746 0.4903199 ] [-0.19329201] [ 0.45299768 0.57115677 0.49830574 0.60902956 0.39711052 0.63611505 0.45477717 0.30909878 0.55866624 0.49913399] [-0.3225644] [ 0.67507252 0.58629952 0.52985615 0.29141268 0.4810928 0.45346757 0.47914308 0.45954994 0.480648 0.64093012] [ 0.57151046] [ 0.55548937 0.47284794 0.5812456 0.21389001 0.367937 0.5819426 0.48273245 0.77527296 0.5858848 0.32755485] [-0.11048108] [ 0.25836394 0.63321488 0.44189806 0.51083041 0.46004503 0.68911308 0.44549874 0.40669116 0.38263236 0.50916145] [ 0.21377088] [ 0.3113265 0.59396788 0.59521946 0.51590035 0.42121951 0.67995853 0.44686952 0.55828414 0.48856392 0.42795513] [-0.28288655] [ 0.50974428 0.57774296 0.49326056 0.64642725 0.43070734 0.53543305 0.4011344 0.55080034 0.53196324 0.48933627] [-0.31971948] [ 0.5494932 0.56282934 0.57473598 0.30494285 0.37947959 0.55812396 0.48937066 0.44399975 0.61294719 0.41128921] [ 0.09851264] [ 0.18168503 0.46965724 0.45617427 0.49230044 0.48020405 0.82646906 0.39585846 0.48062382 0.52497539 0.52046471] [-0.26505626] [ 0.51818897 0.69403031 0.44783318 0.49272295 0.35209911 0.68702487 0.46284115 0.30132551 0.61207761 0.72188746] [ 1.0405373] [ 0.19030341 0.64066366 0.3468099 0.4915753 0.3257623 0.50577151 0.45685641 0.62286297 0.62423239 0.20084972] [-0.03115476] [ 0.34569653 0.31019548 0.61300955 0.20434201 0.51882629 0.48136091 0.41610734 0.43538657 0.39248079 0.22917062] [ 0.5845308] [ 0.68090335 0.56150702 0.51880934 0.41821973 0.28123533 0.39568821 0.58059995 0.71962654 0.58849445 0.31054827] [ 0.09635417] [ 0.17621621 0.58717731 0.3884154 0.54663906 0.39358548 0.81265178 0.38276934 0.58551169 0.55613608 0.52769981] [-0.32086958] [ 0.7978524 0.47723969 0.54554222 0.45400389 0.36503374 0.41436271 0.47895565 0.3472028 0.60765064 0.42856395] [ 0.51152524] [ 0.14404695 0.46873609 0.53506171 0.36386271 0.64327112 0.79331136 0.37791571 0.28190233 0.38086096 0.49494275] [ 0.02080158] [ 0.12920124 0.67051005 0.40183034 0.56954307 0.353506 0.7305247 0.38188656 0.46270764 0.66744726 0.48932128] [ 0.24194141] [ 0.21513467 0.44450069 0.64383961 0.33103573 0.5544675 0.74441455 0.44035021 0.2839519 0.43245338 0.59981963] [ 0.13204859] [ 0.76463427 0.5093212 0.57987666 0.40746175 0.47912223 0.42255265 0.63261145 0.44817081 0.51699709 0.44158151] [-0.18080489] [ 0.49258106 0.69919738 0.4213495 0.60836019 0.36785219 0.54164278 0.46631688 0.62815396 0.50590977 0.6734943 ] [ 0.37049392] [ 0.72097425 0.49394568 0.59079851 0.27494463 0.47827325 0.32452857 0.53603458 0.4525513 0.51488639 0.54481102] [-0.17344565] [ 0.62768451 0.38924457 0.64254781 0.23574874 0.50563333 0.50652464 0.49364981 0.46226056 0.44807587 0.48762913] [-0.35015106] [ 0.48970034 0.67628247 0.37409472 0.67612941 0.2225649 0.67199141 0.34934502 0.47414703 0.58215069 0.57987645] [-0.03353668] [ 0.70325805 0.40336255 0.59174779 0.35377714 0.46799785 0.49059742 0.47437467 0.37095733 0.40819073 0.48351935] [ 0.0745389] [ 0.35875164 0.36883822 0.56890673 0.3556577 0.49183911 0.56677246 0.42790589 0.51744861 0.44174818 0.38900625] [-0.04674817] [ 0.24875117 0.54940913 0.5165222 0.37892366 0.43741174 0.70587152 0.38276777 0.51119873 0.51665059 0.4760544 ] [ 0.76849659] [ 0.39494362 0.22602772 0.74028094 0.23569222 0.52482164 0.61132538 0.37635519 0.39266804 0.41807595 0.26131616] [-1.18779947] [ 0.47829103 0.67886639 0.55772626 0.45755149 0.36029539 0.51524304 0.52343441 0.58401878 0.55741075 0.41215712] [ 0.8942789] [ 0.4047604 0.72769484 0.45934886 0.43779001 0.33750435 0.50644196 0.46139415 0.57701046 0.54988799 0.46526178] [ 0.19131567] [ 0.84676284 0.60116231 0.59774159 0.43846678 0.47394986 0.39489743 0.66315445 0.43745544 0.61303872 0.52047048] [ 0.23020677] [ 0.77591155 0.52146735 0.56854053 0.25359594 0.38011001 0.25568605 0.53781643 0.59538979 0.5593917 0.48429991] Progress: 96.6% ... Training loss: 0.301 ... Validation loss: 0.493[-0.04433515] [ 0.70736965 0.63854252 0.52208047 0.52121264 0.38932552 0.44032762 0.49284531 0.61146474 0.59337827 0.53146211] [-0.34534572] [ 0.54750756 0.57146253 0.54240879 0.38987181 0.46729104 0.62806825 0.49233658 0.31028206 0.55641559 0.5706741 ] [-0.05406258] [ 0.26913619 0.59884616 0.46006949 0.43021047 0.37514569 0.52720528 0.42332404 0.54892077 0.48101218 0.43428353] [ 1.8156376] [ 0.38234411 0.48370036 0.46840709 0.41672047 0.33464517 0.45597047 0.55796397 0.70655251 0.5363466 0.18442234] [-0.33613053] [ 0.33496284 0.4943846 0.45597049 0.58887216 0.34309037 0.63110196 0.48895308 0.5530518 0.42872457 0.33671984] [ 0.01888747] [ 0.4471241 0.30519733 0.69573091 0.31204528 0.40093313 0.67322615 0.43026531 0.48840865 0.39548371 0.34762504] [-0.12883809] [ 0.35701702 0.27298813 0.62870371 0.24305129 0.54135676 0.55760394 0.57218685 0.66332604 0.48284115 0.33431005] [-0.42343171] [ 0.35556603 0.18822154 0.78920079 0.1204083 0.52142714 0.6082848 0.48893454 0.52224626 0.34105101 0.21041518] [ 0.00386176] [ 0.15586316 0.4402672 0.61534622 0.38082647 0.40277776 0.80687345 0.37869929 0.51387448 0.55432645 0.40479257] [ 0.34262821] [ 0.69131973 0.56315362 0.6509313 0.26807133 0.54657196 0.5044424 0.56823276 0.50140335 0.5480194 0.49965274] [-0.15343822] [ 0.57761562 0.60752976 0.48780476 0.65332767 0.38551174 0.64468584 0.46774706 0.5668546 0.61591877 0.5773146 ] [-0.46184769] [ 0.4124491 0.57164346 0.56558241 0.37739149 0.40577755 0.45247866 0.49564329 0.6623419 0.63086506 0.29734538] [ 0.17821685] [ 0.27010059 0.29314972 0.57242084 0.42438086 0.56060199 0.7110857 0.37864456 0.54306995 0.46174075 0.35418174] [-0.15284126] [ 0.12653821 0.62053798 0.45286265 0.45603865 0.31892435 0.64226404 0.38962705 0.52755086 0.47966745 0.34025913] [-0.53905798] [ 0.71329792 0.70069649 0.49528006 0.55395284 0.26264514 0.3701085 0.4488147 0.38951261 0.6926199 0.5088425 ] [-1.11343024] [ 0.48118506 0.74949129 0.51058873 0.54190527 0.28964346 0.53013729 0.48519579 0.57332318 0.59182312 0.43735253] [-0.11024966] [ 0.77873514 0.58791723 0.52563768 0.41612746 0.27378901 0.30999099 0.51691565 0.39461806 0.62689452 0.40822113] [ 0.37159268] [ 0.10812646 0.62061998 0.40120834 0.39277006 0.41167478 0.83283687 0.30617329 0.47379768 0.41343183 0.53906607] [ 0.20158737] [ 0.77727832 0.67408679 0.49478826 0.31003464 0.32728401 0.49223333 0.55215462 0.36427699 0.57259841 0.65533026] [ 0.14464884] [ 0.135791 0.54953304 0.54342937 0.45448044 0.40864922 0.79745344 0.32996761 0.44007818 0.44381012 0.4308604 ] [ 0.27572094] [ 0.19270352 0.56244026 0.38668302 0.63311112 0.42814009 0.8874384 0.31738043 0.63660971 0.40456595 0.53916813] [-0.2044698] [ 0.1307019 0.27320084 0.49734575 0.57679184 0.51477697 0.72343246 0.42695286 0.51539761 0.2744375 0.23861577] [-0.27753328] [ 0.60261375 0.39082646 0.67543128 0.23928318 0.51487564 0.55119964 0.51060307 0.33745635 0.36458522 0.53860836] [-0.54515762] [ 0.30490307 0.70430163 0.45224963 0.66964333 0.37272585 0.60334516 0.42957206 0.55040907 0.57469201 0.43863178] [ 0.80308048] [ 0.18602105 0.5820277 0.50198536 0.58335074 0.3713061 0.52717898 0.32648361 0.60272737 0.51637691 0.32915875] [ 0.18464763] [ 0.70505659 0.56494195 0.63481812 0.34892707 0.50844324 0.48560779 0.50417209 0.54632577 0.63929286 0.52318522] [-0.10495074] [ 0.17664031 0.3505544 0.6516209 0.35817305 0.52889087 0.81079738 0.37886297 0.52191802 0.3482051 0.37542978] [ 0.02976219] [ 0.20408699 0.64336535 0.38418755 0.55219593 0.36434489 0.82153826 0.31840392 0.69577242 0.56198168 0.55197162] [ 0.17713938] [ 0.33689124 0.6755768 0.45052752 0.66908903 0.50329674 0.73809434 0.32250511 0.52677347 0.47601457 0.65284556] [-0.96366161] [ 0.3777266 0.63022143 0.41345255 0.6640198 0.28981474 0.55164224 0.56195227 0.79174976 0.50723697 0.27673306] [ 0.37431666] [ 0.57833225 0.41894021 0.62914281 0.36843152 0.37821357 0.49457277 0.59773658 0.68240006 0.45035416 0.34491976] [-1.83901125] [ 0.65898244 0.48366004 0.52469134 0.42504922 0.32771582 0.2763273 0.4852679 0.52774994 0.5664246 0.26553784] [-0.31437767] [ 0.7916086 0.56238929 0.52841508 0.41531181 0.33599469 0.48105551 0.43947377 0.455006 0.64443132 0.5723661 ] [ 0.09702644] [ 0.62270804 0.63069607 0.32586123 0.49106652 0.33222356 0.42778937 0.44809108 0.35790812 0.53698157 0.56141957] [ 0.14810297] [ 0.35402148 0.65229487 0.45210429 0.50089673 0.50431098 0.71520313 0.50260221 0.37897897 0.39976386 0.66506272] [ 1.46088436] [ 0.3523659 0.66233466 0.47267991 0.46643833 0.28087079 0.49369754 0.377602 0.56500737 0.67962972 0.34218681] [-0.48704889] [ 0.46063194 0.40561584 0.51747134 0.37877833 0.26366304 0.440494 0.48166392 0.68788589 0.50159696 0.28262473] [-0.4459517] [ 0.37277126 0.51997872 0.40185361 0.54678147 0.3597773 0.41472364 0.38416211 0.50975823 0.50796414 0.28527191] [ 1.64787143] [ 0.66201143 0.45922393 0.66750537 0.34362952 0.55052706 0.42454335 0.44774835 0.46114264 0.42839899 0.4350977 ] [-0.52586566] [ 0.29337593 0.53202988 0.44797468 0.49385362 0.38951761 0.71228574 0.48273564 0.49811171 0.51067423 0.44073578] [ 0.65347986] [ 0.07937431 0.51904206 0.60586891 0.39883927 0.51966957 0.80420387 0.36475359 0.30018246 0.32085192 0.53164451] [ 0.57365695] [ 0.76558958 0.58649516 0.54391341 0.36709331 0.35355718 0.26587774 0.53225614 0.62120032 0.549493 0.51718253] [-0.00389043] [ 0.15644745 0.31248596 0.68423318 0.38533246 0.53119744 0.63817957 0.48450033 0.39990484 0.45630199 0.48869114] [ 0.21747179] [ 0.47321172 0.54996248 0.56221832 0.52747457 0.42459032 0.51480327 0.5586216 0.52117541 0.63700348 0.41796232] [-0.00103921] [ 0.32715977 0.58588452 0.42573934 0.7151249 0.4194721 0.64233872 0.51490493 0.52237257 0.50381864 0.68326193] [-0.34788725] [ 0.86386052 0.45252662 0.54751859 0.40132718 0.36114038 0.42047986 0.49342586 0.34459108 0.56903086 0.51075368] [-0.36847355] [ 0.72256237 0.57601393 0.51975284 0.38283542 0.46034935 0.49288885 0.46638088 0.38403077 0.60500253 0.56705788] [-0.0983437] [ 0.29694253 0.6569176 0.39883436 0.53091968 0.42456083 0.78122933 0.35951776 0.57261298 0.44498087 0.56969232] [ 0.20489955] [ 0.24280892 0.74279961 0.38597164 0.74392951 0.3543055 0.72179297 0.33934884 0.49171275 0.58283175 0.57774691] [ 0.07788354] [ 0.19346373 0.69495221 0.33130453 0.69954835 0.39855379 0.74049467 0.4556751 0.53471405 0.51316952 0.58847414] [ 0.38784579] [ 0.54587743 0.61393778 0.48297434 0.48728672 0.2593168 0.39974974 0.54783973 0.5566573 0.57613672 0.44816522] [-0.14764178] [ 0.57246494 0.69575078 0.5262323 0.51327185 0.42483711 0.44065135 0.54719558 0.54620858 0.61306148 0.51319016] [ 0.64861312] [ 0.34806107 0.66889539 0.38943753 0.72198411 0.20748839 0.63208817 0.3146241 0.39286585 0.56047273 0.50186039] [ 0.83978145] [ 0.72584974 0.66945563 0.58393883 0.40548033 0.47196692 0.48672598 0.49391054 0.39110017 0.62042844 0.53403982] [-0.2837665] [ 0.36969573 0.54611471 0.57653456 0.42851834 0.59327074 0.61199212 0.44892912 0.37106468 0.39189328 0.50797889] [ 0.22903549] [ 0.51533319 0.527159 0.47162189 0.51032192 0.33569132 0.3654646 0.43967807 0.52807322 0.58579503 0.48578708] [-1.49256035] [ 0.60183797 0.6144284 0.56582666 0.4494155 0.3839528 0.35240846 0.50701016 0.60629814 0.62479755 0.2708962 ] [-0.02556601] [ 0.38179914 0.33622677 0.5413185 0.3942915 0.53263575 0.64266634 0.42270831 0.41742864 0.43272226 0.44026677] [ 0.59373923] [ 0.64186196 0.32473627 0.49290958 0.52076758 0.44722641 0.35553218 0.45757552 0.39989393 0.40870739 0.3657592 ] [-0.13993879] [ 0.2904147 0.66460198 0.43985808 0.65421697 0.40006961 0.68627539 0.37075308 0.47834821 0.51193057 0.49013699] [ 0.28702989] [ 0.34672723 0.74828869 0.41232921 0.67164764 0.54667459 0.78023589 0.54171045 0.46509297 0.52702166 0.74776173] [-1.14612718] [ 0.20918158 0.64029592 0.41591485 0.42020766 0.2633557 0.55527905 0.4351812 0.62982316 0.59393769 0.26343985] [-0.14098184] [ 0.72588951 0.68558396 0.60005543 0.50020318 0.4935959 0.56163252 0.58195226 0.44063021 0.66726826 0.62563013] [-0.45786376] [ 0.49491885 0.55848636 0.51729644 0.44123219 0.4947065 0.70378692 0.53129572 0.38175336 0.57537246 0.58445974] [ 0.6943261] [ 0.12743587 0.61287833 0.57064896 0.50665638 0.34343031 0.58528079 0.37596901 0.53521929 0.59346335 0.35669061] [-0.01884362] [ 0.26270823 0.65061928 0.43991948 0.49776899 0.392405 0.64210424 0.36175188 0.71035766 0.53959967 0.56992546] [ 1.04243502] [ 0.47261173 0.46533139 0.62028146 0.39115559 0.49504391 0.60474395 0.43417442 0.43027615 0.41799735 0.41970047] [-0.00919592] [ 0.39286545 0.48726615 0.6784146 0.35244076 0.63639929 0.57042747 0.47303 0.40698502 0.55648373 0.42957284] [-0.26648897] [ 0.26821088 0.56499126 0.48062244 0.66898399 0.40351537 0.72583732 0.46070948 0.49155568 0.48923804 0.4639703 ] [ 0.27726218] [ 0.3908723 0.46000629 0.60817188 0.17267147 0.71110337 0.82005301 0.49553245 0.31382878 0.35514255 0.64166351] [-0.08812594] [ 0.34012842 0.29691939 0.76304371 0.22436402 0.61871187 0.73012595 0.48980623 0.26350745 0.29130405 0.44098274] [ 0.31205714] [ 0.25378678 0.65987379 0.44920758 0.62188938 0.36494036 0.81781646 0.39394949 0.47155692 0.41946622 0.61401761] [ 0.45379722] [ 0.70207295 0.6447034 0.46182313 0.58426013 0.28254054 0.4425116 0.51526265 0.44723554 0.65798883 0.50533338] [-0.4238382] [ 0.33884096 0.79110625 0.32273301 0.71051017 0.22787345 0.51311257 0.3705286 0.42020282 0.52284882 0.55558417] [ 0.5176484] [ 0.52473114 0.72099827 0.45587154 0.44141808 0.34356803 0.46865307 0.61418922 0.6537324 0.6433103 0.34690724] [ 0.56326909] [ 0.49838985 0.63738476 0.40559879 0.50895508 0.25267293 0.28345614 0.52332116 0.58640663 0.6213982 0.39467006] [-0.08466186] [ 0.33603093 0.69192642 0.34502961 0.63741671 0.46708007 0.73534567 0.4086665 0.57636394 0.46483608 0.53993001] [ 0.08700595] [ 0.13222472 0.64732012 0.4444431 0.55341612 0.41561103 0.84668245 0.3645243 0.53499877 0.62037314 0.52271583] [-0.17692991] [ 0.67256145 0.71358534 0.58003396 0.48863155 0.4719954 0.51357318 0.55295226 0.48851121 0.64375114 0.70121647] [-0.11562028] [ 0.21647317 0.51445765 0.57970534 0.43230691 0.42419027 0.79913564 0.36398882 0.52977757 0.43285015 0.43311065] [ 0.35894568] [ 0.76762663 0.64875187 0.46140466 0.32498487 0.39837576 0.23038712 0.49295108 0.45527534 0.63307738 0.5267293 ] [ 0.09146657] [ 0.59743721 0.41290931 0.57807742 0.41040166 0.4037071 0.453063 0.42872795 0.51283408 0.56477459 0.45439361] [ 0.09585076] [ 0.48544607 0.48254509 0.63112256 0.37186305 0.45703925 0.6508929 0.50003395 0.57124953 0.47288871 0.45039506] [ 0.1749806] [ 0.83691891 0.45018103 0.66662218 0.23126478 0.59663595 0.47751038 0.61884137 0.36558084 0.5047619 0.55434832] [ 0.11725982] [ 0.43119615 0.51155648 0.43675707 0.53565107 0.47923926 0.72673346 0.38875647 0.531791 0.43732366 0.50307814] [ 1.24526192] [ 0.61750145 0.54173652 0.51772983 0.39799054 0.3042494 0.42629786 0.56746422 0.71495092 0.63635562 0.29267405] [-0.05074769] [ 0.74294651 0.49975884 0.65439639 0.27817829 0.54520512 0.61300447 0.59273032 0.41193088 0.5599322 0.59792731] [ 0.0136081] [ 0.56906176 0.63217487 0.48791257 0.60961266 0.48473756 0.43658356 0.51598496 0.51964506 0.56472295 0.60470945] [ 0.041152] [ 0.09331626 0.40946727 0.68103172 0.39053248 0.46549652 0.82316787 0.41892477 0.35867459 0.4351708 0.32362241] [-0.16563266] [ 0.52772372 0.53031152 0.46058872 0.47651749 0.36747451 0.44964551 0.45590742 0.4558384 0.53747425 0.54558219] [-0.07682075] [ 0.17834428 0.57440831 0.55504856 0.55203267 0.29413322 0.74177006 0.34470375 0.52697446 0.57871155 0.3384202 ] [-1.4006709] [ 0.42997144 0.44457376 0.46997289 0.49984873 0.43100237 0.4560228 0.47148119 0.53983153 0.44749101 0.29668925] [-0.38690329] [ 0.26589131 0.57844444 0.47907945 0.48165268 0.30149736 0.70333972 0.39469241 0.47127812 0.52512804 0.50197337] [ 0.37320889] [ 0.35627467 0.52925236 0.57764252 0.58087048 0.4899679 0.58619539 0.46275675 0.5494832 0.58881813 0.45500763] [-0.17048615] [ 0.16743167 0.63854727 0.39947307 0.54375948 0.24164319 0.73767095 0.35962663 0.61990027 0.52709903 0.41349578] [ 0.2236006] [ 0.17768087 0.51031649 0.4602039 0.39828406 0.50636994 0.72933166 0.35282213 0.35537383 0.30082701 0.44998297] [-1.12435613] [ 0.37540876 0.55399011 0.48756721 0.36794205 0.39574483 0.61188129 0.52362275 0.68939819 0.61517048 0.51922834] [-0.34170424] [ 0.3836869 0.57257321 0.4975089 0.63940095 0.46851165 0.75495532 0.42526021 0.61039083 0.41201819 0.45688048] [ 0.09355575] [ 0.21300751 0.40597719 0.60878761 0.31925082 0.37088796 0.78797422 0.42952576 0.45879154 0.41483722 0.35986643] [ 0.03798794] [ 0.44614043 0.57250049 0.51679158 0.42928574 0.48045989 0.77603155 0.4786189 0.41127524 0.41440122 0.64637546] [ 0.01092726] [ 0.28626075 0.41934853 0.5963494 0.30981221 0.51855633 0.72514923 0.49053435 0.56140802 0.44095335 0.44943577] [-0.49586365] [ 0.77221351 0.60636328 0.47670562 0.48895396 0.31146483 0.4414085 0.47244847 0.38432668 0.50219543 0.66831878] [-0.16231819] [ 0.85339386 0.58847942 0.60506761 0.44524521 0.38149316 0.41676254 0.55217815 0.72474067 0.58147015 0.48584569] [ 0.56884945] [ 0.83355309 0.63737872 0.50347208 0.30860992 0.25762573 0.38418075 0.54130109 0.58771198 0.65603095 0.51162456] [-0.35415741] [ 0.33338041 0.62203306 0.41183323 0.68451269 0.34168193 0.6517146 0.51029009 0.69268215 0.54114709 0.45055456] [ 0.49775633] [ 0.32345521 0.57114144 0.57483567 0.47707586 0.36079247 0.62853584 0.40385966 0.58223736 0.62961606 0.41079268] [ 0.4187877] [ 0.62175826 0.62006376 0.58875612 0.43800917 0.40442052 0.42158402 0.5143734 0.58390645 0.65320257 0.36110159] [ 0.05592408] [ 0.37985564 0.58362824 0.40798617 0.63581401 0.46924916 0.69148104 0.49044918 0.57018161 0.42542897 0.50676919] [-0.22513737] [ 0.40349858 0.59859988 0.3684783 0.69763459 0.30470907 0.59767986 0.39304576 0.33797959 0.57128687 0.47988537] [ 0.45211216] [ 0.09890062 0.47101234 0.62999652 0.45197741 0.42878021 0.84159786 0.38335197 0.3562075 0.45528649 0.54724741] [ 0.2365723] [ 0.20859702 0.6607618 0.32080031 0.54859448 0.30022063 0.77897591 0.36326407 0.44077243 0.5112689 0.54849223] [-0.12407638] [ 0.67142833 0.55982772 0.53573853 0.36204881 0.36262562 0.42405332 0.51354702 0.43526872 0.52776681 0.55328861] [-0.00781623] [ 0.35944689 0.29830093 0.67972777 0.46256915 0.34459885 0.68529071 0.45425179 0.51349319 0.42408925 0.29583107] [-0.14644178] [ 0.55630735 0.73100345 0.40711671 0.63028978 0.27529116 0.67342499 0.41935992 0.35393665 0.56464963 0.72688055] [ 0.0008708] [ 0.28832016 0.72605796 0.3332874 0.69516061 0.24912683 0.6929491 0.38330904 0.45477242 0.51109146 0.62505819] [-0.37951963] [ 0.28720208 0.59114947 0.40819294 0.69961595 0.34918293 0.60156208 0.56007115 0.57632183 0.51936203 0.41962582] [ 0.09414167] [ 0.39810926 0.66850763 0.55130421 0.25641656 0.42384176 0.55473499 0.43072383 0.4503988 0.64217966 0.47075857] [ 0.58535527] [ 0.85472638 0.42186526 0.54320293 0.38330478 0.30939061 0.23844121 0.59515702 0.50383435 0.5485528 0.32916997] [-1.11855906] [ 0.43621193 0.74111275 0.52977997 0.49110707 0.31050637 0.5419087 0.4844661 0.55901224 0.57844492 0.42182738] [ 0.0147694] [ 0.3803065 0.46612842 0.48580585 0.65279102 0.52998785 0.63483885 0.38233353 0.49682606 0.38744755 0.41593832] [ 0.00078744] [ 0.35656132 0.56834237 0.46360964 0.49361039 0.43280264 0.64354846 0.49158051 0.33866083 0.53381433 0.49460176] [-0.06084955] [ 0.44264588 0.60830548 0.54826414 0.56108683 0.4220109 0.6403725 0.37027295 0.44149401 0.50186334 0.49194198] [ 0.43662503] [ 0.21556068 0.53835462 0.49340191 0.41938756 0.43043915 0.63381794 0.31732488 0.49788762 0.48644474 0.34221859] [-0.02221385] [ 0.42673099 0.4755356 0.59451366 0.37593852 0.50549424 0.67103246 0.45893849 0.35203435 0.35645714 0.47832463] [-0.13363527] [ 0.45811223 0.33112141 0.73202065 0.29313139 0.61828623 0.46256463 0.50662093 0.44485701 0.36669225 0.4330051 ] [ 2.18904428] [ 0.60679717 0.49586169 0.47912752 0.47229618 0.2541241 0.32302727 0.58449166 0.74978655 0.53155148 0.21726421] [ 0.32281432] [ 0.17498387 0.50415456 0.51439992 0.56047139 0.29216509 0.6718272 0.50375703 0.50771836 0.5378089 0.33304027] [-0.04743889] [ 0.43551029 0.75886797 0.50701875 0.42234123 0.47197973 0.77768443 0.54097225 0.37384012 0.62698585 0.74730265] Progress: 96.9% ... Training loss: 0.294 ... Validation loss: 0.477[-0.06451888] [ 0.81473796 0.63812973 0.48052603 0.31637298 0.39386645 0.33846729 0.50521957 0.46236056 0.56674119 0.59468863] [-0.33721575] [ 0.87355788 0.67422413 0.46080815 0.42580435 0.30505518 0.34068021 0.51293311 0.37193371 0.70204541 0.57459381] [ 1.24116661] [ 0.69423904 0.65139342 0.55789363 0.34521913 0.43079066 0.32998746 0.6310417 0.58325527 0.6362668 0.41565414] [ 0.73558118] [ 0.42323574 0.65070964 0.42511461 0.68480634 0.21383018 0.46378524 0.43619838 0.44086827 0.58954734 0.45181427] [-1.46524123] [ 0.74362369 0.55429921 0.51088961 0.48533606 0.30225871 0.35781606 0.51450575 0.42649362 0.59222374 0.4105075 ] [ 0.20660231] [ 0.19652447 0.42364111 0.52854645 0.37040196 0.45903378 0.73905235 0.33951808 0.4146827 0.353052 0.38858198] [ 0.91716546] [ 0.63306565 0.54257933 0.50763184 0.54284414 0.27765923 0.50999788 0.41314799 0.45547104 0.54425742 0.50432996] [ 0.25553066] [ 0.17936659 0.44898254 0.47035496 0.42612599 0.56146988 0.81560821 0.37378076 0.59189002 0.41921563 0.65493955] [-1.05765062] [ 0.22351088 0.12583869 0.77150221 0.24392709 0.4948051 0.42562774 0.48925197 0.51078295 0.30300875 0.09085005] [ 1.58939632] [ 0.60125397 0.65382402 0.43083453 0.53271142 0.23234543 0.3424039 0.4083454 0.41598674 0.65767096 0.37642743] [ 0.89949521] [ 0.80526949 0.67449144 0.55864372 0.31531477 0.33752029 0.31426495 0.5767905 0.70618794 0.68011364 0.37797572] [ 0.05971689] [ 0.09104219 0.48301545 0.66999798 0.43236167 0.38011852 0.85008452 0.39241469 0.42571564 0.39716235 0.38635058] [ 0.28230081] [ 0.25636885 0.71039644 0.30017887 0.59845506 0.2798863 0.68276024 0.42459637 0.54890324 0.50074538 0.44341565] [-0.18736216] [ 0.79284166 0.58641801 0.46128617 0.51211251 0.28818997 0.39591134 0.46829508 0.43737932 0.55708242 0.55890466] [ 0.6636408] [ 0.38518621 0.27805665 0.74671505 0.25908318 0.42158743 0.6480138 0.42144706 0.35088141 0.44818177 0.24768788] [ 0.14714424] [ 0.65072651 0.60056103 0.54468483 0.36773029 0.41339039 0.40917487 0.61480409 0.40305903 0.6093317 0.55901515] [-0.34421901] [ 0.82605322 0.51856979 0.55058318 0.263222 0.43261227 0.50292329 0.49275278 0.42485133 0.45598852 0.62356564] [ 0.26986487] [ 0.4942215 0.78712563 0.32149488 0.64104786 0.27252449 0.63602568 0.40473931 0.43307015 0.6298341 0.72210872] [-0.0603877] [ 0.22764302 0.25989337 0.69605529 0.24228469 0.45398455 0.67452542 0.47728066 0.40114653 0.47876161 0.22325064] [ 0.5654384] [ 0.32037006 0.52247818 0.42291822 0.58813006 0.31236155 0.43192734 0.38447305 0.46390972 0.51297659 0.37793632] [ 0.37698249] [ 0.21374106 0.20829904 0.7449872 0.24604636 0.56541513 0.57425952 0.40754366 0.40016122 0.28593649 0.23891541] [-0.68622517] [ 0.59403684 0.46127228 0.61549236 0.15649774 0.66637933 0.70189337 0.53766386 0.39658837 0.48285439 0.55633537] [ 0.16887746] [ 0.44261841 0.36971252 0.61084408 0.24840839 0.53334502 0.56219959 0.44078937 0.54145962 0.50467277 0.33082368] [-0.02322282] [ 0.41141315 0.49876543 0.59757581 0.28125548 0.42502559 0.56921999 0.45777767 0.55631956 0.53460463 0.4384492 ] [ 1.11341874] [ 0.6231951 0.58343963 0.47821036 0.54744849 0.36114923 0.37856173 0.49209956 0.46440302 0.58445583 0.44014826] [-0.21131144] [ 0.74932952 0.48634754 0.64112589 0.31485808 0.53924031 0.62016551 0.53602495 0.47707167 0.44895843 0.62963081] [ 0.45047985] [ 0.42614765 0.64344971 0.32275328 0.58272507 0.28743867 0.6061539 0.37707562 0.33440929 0.52101623 0.53160357] [ 0.852356] [ 0.61537473 0.65029377 0.5362066 0.49959323 0.37872809 0.52156942 0.58247856 0.52810306 0.59277713 0.50609232] [-0.31231531] [ 0.18628163 0.63951446 0.40411372 0.61913289 0.38446684 0.6717251 0.51823285 0.64223162 0.44731865 0.39667327] [-0.38043479] [ 0.5308452 0.67702241 0.43911332 0.56751297 0.3328911 0.6728416 0.44280285 0.38897274 0.60294615 0.61305272] [ 0.02610393] [ 0.7520881 0.51608487 0.58074669 0.41097824 0.46502377 0.38298449 0.49712719 0.52575587 0.57442859 0.39084574] [-0.05829953] [ 0.24673318 0.47260091 0.62197276 0.33824541 0.53465258 0.69515566 0.39751617 0.50103479 0.45719235 0.46537674] [ 0.02518069] [ 0.1124721 0.58017407 0.40094112 0.62993352 0.42353077 0.67849737 0.33835776 0.42109911 0.46720079 0.42186528] [ 0.04484695] [ 0.37610846 0.54172578 0.50954709 0.48695845 0.33707091 0.47662105 0.55008383 0.59472802 0.4846991 0.34690535] [ 0.14603436] [ 0.24666956 0.73584292 0.29217858 0.65918661 0.38208726 0.66889303 0.34979011 0.47838622 0.50846039 0.61579278] [-0.40640247] [ 0.70887963 0.52915186 0.46448354 0.42038659 0.38465082 0.4062227 0.57591942 0.55865121 0.48914684 0.43212005] [ 2.10137675] [ 0.76330355 0.63532547 0.60696576 0.37997271 0.4992709 0.42011707 0.4906217 0.52784943 0.66982869 0.54165338] [-0.33711834] [ 0.51959132 0.41733532 0.66434414 0.31823872 0.5140352 0.59043018 0.43445313 0.47911516 0.59810263 0.41342837] [-0.15062967] [ 0.29014374 0.55389343 0.39436125 0.69060749 0.26557732 0.4524016 0.45906059 0.44534694 0.56576506 0.38104036] [-0.37319559] [ 0.26865094 0.27294479 0.73012648 0.28705705 0.53070956 0.63158024 0.49325869 0.38990906 0.40714931 0.24913842] [-0.02472616] [ 0.36446671 0.62964072 0.4094483 0.71851215 0.58883654 0.65811923 0.42991957 0.4103445 0.39769462 0.50368963] [-1.59072168] [ 0.50121665 0.67014711 0.34843926 0.54648917 0.20642211 0.2612894 0.55913631 0.72349993 0.66007135 0.55549982] [ 0.37337674] [ 0.33379488 0.55434276 0.50512808 0.68264247 0.58833696 0.79836835 0.39321921 0.41585173 0.36674216 0.55977433] [-0.04836156] [ 0.32393382 0.59132497 0.49747552 0.35299653 0.29219892 0.41120478 0.44232809 0.72794411 0.50916495 0.28500777] [ 0.05171438] [ 0.4518294 0.5280608 0.55569577 0.50083448 0.45089715 0.58795594 0.57886136 0.55427492 0.55807234 0.6383734 ] [ 0.16544576] [ 0.56863534 0.52436206 0.48746015 0.4772234 0.3890008 0.42458256 0.43483352 0.50496506 0.6083394 0.43161368] [ 0.25192678] [ 0.45430835 0.68682592 0.431959 0.52503884 0.2461157 0.46178093 0.53447494 0.55960008 0.57266169 0.49546826] [-0.32607826] [ 0.54425489 0.60869296 0.50221221 0.50606056 0.35941221 0.45539905 0.4232964 0.453623 0.5839658 0.41954275] [ 0.0411377] [ 0.49361396 0.70643283 0.47625234 0.51388097 0.34125822 0.50789921 0.45743737 0.53123811 0.67208833 0.60328127] [ 0.23068556] [ 0.83746841 0.43385513 0.58175209 0.27107952 0.4648571 0.31649567 0.53542392 0.42850629 0.48324852 0.53486613] [-0.68632904] [ 0.30307283 0.35181597 0.6833622 0.1575816 0.51170132 0.49252448 0.55882551 0.46022383 0.49975516 0.20808321] [-0.24321971] [ 0.3621204 0.70529859 0.39665985 0.68643415 0.27090294 0.66334856 0.44693938 0.4228465 0.63831691 0.57724027] [ 0.30612783] [ 0.63019118 0.37479323 0.61332661 0.35373772 0.49793488 0.492396 0.49731313 0.46754583 0.44233981 0.42947777] [-0.08648441] [ 0.50929882 0.53325932 0.52153804 0.35881373 0.47498544 0.70746725 0.38722061 0.38652894 0.43624634 0.65662693] [ 0.00068996] [ 0.37816345 0.62176419 0.4503892 0.65418142 0.46193569 0.76151713 0.41299092 0.47427061 0.58405189 0.65027925] [-0.63194422] [ 0.27842531 0.438567 0.51458859 0.57209672 0.41818687 0.62220791 0.46765205 0.54791407 0.37579927 0.36348817] [-0.22439753] [ 0.22172456 0.43307352 0.53955446 0.34787229 0.41957736 0.62942838 0.48521246 0.5245762 0.41347959 0.35766068] [-0.37267707] [ 0.56530189 0.60265174 0.59297697 0.19705253 0.36115259 0.51647372 0.53551113 0.66213034 0.63876956 0.4262261 ] [-0.58629092] [ 0.35154765 0.58245759 0.66225016 0.33799891 0.50246135 0.57628603 0.44592379 0.4557279 0.50116953 0.45963434] [-0.40525764] [ 0.28464917 0.71730267 0.40250042 0.64631274 0.25701808 0.65302754 0.46738979 0.52939798 0.60746258 0.54117656] [-0.41056936] [ 0.78751385 0.44273693 0.60954878 0.40335825 0.25894846 0.25840876 0.50997407 0.50974769 0.52804005 0.28007175] [-0.06349172] [ 0.18855759 0.25453827 0.71344034 0.21447276 0.47268569 0.74901575 0.49355463 0.37333151 0.33888664 0.28941372] [ 0.41396066] [ 0.5725685 0.54203236 0.56240433 0.39040403 0.38112906 0.57221456 0.48343062 0.57622879 0.58344668 0.47387971] [ 0.77814858] [ 0.52489515 0.47385418 0.51322447 0.47708779 0.29618409 0.48411876 0.5565299 0.76371102 0.48426223 0.28407298] [-0.26443771] [ 0.47037315 0.49803116 0.54622821 0.35065177 0.53511179 0.63559769 0.45534587 0.2946862 0.40254211 0.57784982] [-0.16985405] [ 0.29057881 0.37024481 0.47036837 0.51091377 0.47452982 0.82719292 0.35383984 0.68815117 0.45236974 0.38239184] [ 0.20919788] [ 0.57808076 0.52367866 0.55047038 0.37157019 0.53739009 0.44278251 0.53153899 0.4886553 0.58844959 0.43905189] [-0.01605653] [ 0.2099833 0.61747067 0.48511793 0.47865514 0.48336224 0.64154454 0.3634587 0.40608663 0.43660157 0.56836674] [-0.10052507] [ 0.21626662 0.49829596 0.57542231 0.47997716 0.3654579 0.73970299 0.3957554 0.39217209 0.43510433 0.42662231] [ 0.58753076] [ 0.48803846 0.4378161 0.66576612 0.25383853 0.33367221 0.46574813 0.51814499 0.65346315 0.5132466 0.23026069] [ 0.10087776] [ 0.19076221 0.48006768 0.55099643 0.44803959 0.42128005 0.79608364 0.44684792 0.51478671 0.37080146 0.46749596] [-0.52057124] [ 0.80121099 0.63304624 0.61027423 0.48822933 0.4957659 0.55039271 0.49462335 0.54960306 0.62569936 0.64494711] [ 0.1358359] [ 0.43047828 0.71999924 0.32977979 0.57216517 0.26227383 0.58168236 0.40139979 0.53295682 0.49719081 0.64350492] [ 0.47667158] [ 0.19089978 0.42731688 0.56202688 0.41086939 0.3839489 0.54082983 0.38796544 0.41729455 0.45358954 0.26513258] [ 0.13050759] [ 0.4058771 0.62757972 0.44680027 0.73176616 0.376738 0.7756123 0.41462072 0.43644749 0.44558652 0.6128084 ] [ 0.4143693] [ 0.05332599 0.3836943 0.66089814 0.40910555 0.50626492 0.8655283 0.39310342 0.28657315 0.3975315 0.34429607] [ 1.02171154] [ 0.34305829 0.63089745 0.53980392 0.27764103 0.3330323 0.51483176 0.51949684 0.61222618 0.64053707 0.25832457] [ 0.2193189] [ 0.40109952 0.41554426 0.48716131 0.43472042 0.62928166 0.75802069 0.44332374 0.37747457 0.31162789 0.60617465] [ 0.09446896] [ 0.13174975 0.48820244 0.65554595 0.41128384 0.42215139 0.79397987 0.379765 0.35018435 0.37357937 0.40239128] [ 1.00133447] [ 0.64280793 0.59538104 0.48440331 0.58478639 0.35089577 0.55435577 0.46559022 0.51810173 0.47970503 0.5812622 ] [-0.18048226] [ 0.41622398 0.78987348 0.37266552 0.67477602 0.33915871 0.61540592 0.39559141 0.61551918 0.64257027 0.58518449] [ 0.48314089] [ 0.45514586 0.63736534 0.55190786 0.60605621 0.42172971 0.54941548 0.41677771 0.61943502 0.47322047 0.55288097] [ 0.30612783] [ 0.63019118 0.37479323 0.61332661 0.35373772 0.49793488 0.492396 0.49731313 0.46754583 0.44233981 0.42947777] [ 0.15705853] [ 0.37653737 0.71004972 0.34135001 0.61715733 0.47650284 0.70823739 0.41748324 0.36741884 0.58847368 0.70768148] [ 0.30872575] [ 0.51393617 0.60215399 0.44541572 0.57764189 0.33749728 0.36387697 0.47887495 0.51937111 0.53921196 0.55286048] [-0.15889945] [ 0.23187954 0.42451004 0.50920215 0.4708575 0.37239215 0.63232607 0.46568196 0.54632179 0.36391075 0.30251726] [ 0.13539519] [ 0.69056093 0.44140395 0.5059988 0.39936258 0.49332382 0.36397223 0.58298747 0.4280418 0.55087861 0.31509196] [-0.43683352] [ 0.69154202 0.74118485 0.4052499 0.6003223 0.30172385 0.37573402 0.40049856 0.42590999 0.67318614 0.62199764] [-0.08632751] [ 0.39627916 0.5059958 0.50987539 0.29368075 0.39401991 0.61862655 0.42907017 0.52146853 0.53541817 0.37904129] [ 0.1359017] [ 0.35511567 0.73009241 0.42301355 0.67707888 0.31110109 0.71172284 0.39562515 0.32045269 0.59416941 0.6535488 ] [ 0.34506455] [ 0.11916148 0.5005168 0.60626099 0.38967844 0.50212253 0.82621447 0.37955667 0.32531731 0.42354255 0.4472332 ] [ 0.65465571] [ 0.52043744 0.5451081 0.51443175 0.39319327 0.34162999 0.5391884 0.41284826 0.61269044 0.63444309 0.38173797] [-1.11994435] [ 0.18424982 0.61521704 0.55480257 0.3822038 0.32922605 0.57398017 0.45809127 0.52920018 0.58815973 0.26296377] [-1.07671355] [ 0.21936071 0.60889778 0.54194258 0.35210765 0.38394718 0.58727098 0.46271144 0.63407958 0.62590041 0.31895331] [ 0.50302967] [ 0.13736914 0.54251818 0.56567762 0.42932237 0.57147629 0.76660166 0.40217937 0.25285876 0.36423432 0.49077741] [ 0.21642417] [ 0.15148478 0.64119565 0.42149989 0.51912769 0.34061247 0.57397632 0.36657053 0.63047298 0.60016405 0.38249433] [ 0.12922652] [ 0.2719759 0.29319942 0.57334404 0.42274394 0.55925488 0.70815078 0.37983875 0.54575017 0.46349727 0.35200463] [ 0.79371822] [ 0.31589661 0.63274104 0.40678795 0.66262724 0.27021114 0.53589629 0.4432044 0.5553751 0.51311595 0.41234999] [-0.2498192] [ 0.24910745 0.49869377 0.56364723 0.36785568 0.47187429 0.73871988 0.5092837 0.41379576 0.48253362 0.48120714] [-0.08421232] [ 0.33207894 0.55794769 0.47258258 0.68475035 0.54281352 0.79248761 0.43023109 0.55644574 0.45569469 0.5035541 ] [ 0.22482344] [ 0.20839069 0.43367083 0.60007054 0.28492258 0.53057928 0.69774003 0.41833641 0.29415105 0.51875734 0.42091954] [ 0.15196801] [ 0.0966684 0.3915555 0.68467942 0.3224493 0.43870962 0.80821389 0.40654091 0.33019601 0.4603822 0.336304 ] [ 0.30872575] [ 0.51393617 0.60215399 0.44541572 0.57764189 0.33749728 0.36387697 0.47887495 0.51937111 0.53921196 0.55286048] [-0.02647332] [ 0.46559732 0.60369098 0.47577253 0.55926468 0.38948199 0.6397955 0.42106017 0.28920149 0.54014332 0.7316885 ] [ 0.70686364] [ 0.37025622 0.36231832 0.66945935 0.28356261 0.46374419 0.56301315 0.38091107 0.45830948 0.42355658 0.34018896] [-0.00515632] [ 0.24181387 0.4856438 0.59399571 0.28735431 0.37576246 0.74146849 0.48291437 0.41459524 0.45431273 0.38902992] [ 0.02052249] [ 0.61954973 0.51763453 0.41595344 0.44572528 0.49154039 0.56282977 0.43144538 0.40489609 0.48612181 0.6564023 ] [-0.80883101] [ 0.32608048 0.52295495 0.53434141 0.32795407 0.30133699 0.44281359 0.45005808 0.70305334 0.49707993 0.21514772] [ 1.14231752] [ 0.70780111 0.6672964 0.43724868 0.5515923 0.23957826 0.30037557 0.50069398 0.51145324 0.66070174 0.49537018] [-0.15703432] [ 0.2324596 0.38417136 0.64699032 0.2530016 0.51631085 0.80176694 0.35544982 0.44703527 0.40498009 0.42888556] [-0.5051498] [ 0.41592375 0.48152541 0.66152524 0.22797918 0.39536045 0.60364313 0.47608911 0.70293085 0.52596358 0.34786461] [-0.04209949] [ 0.51930616 0.75255327 0.34545985 0.55137697 0.45101998 0.57104812 0.44620654 0.51183336 0.5681763 0.66651886] [-0.13015368] [ 0.35187035 0.58087931 0.39078604 0.67074615 0.41683701 0.56329793 0.52054518 0.41730053 0.50863179 0.75716271] [ 0.59410445] [ 0.83148229 0.69717468 0.60049525 0.32755776 0.40895029 0.3365499 0.65730909 0.63319929 0.61652136 0.59100468] [-1.40238571] [ 0.57159858 0.57703947 0.43111792 0.4225844 0.39785742 0.3161087 0.5385749 0.5177526 0.61809155 0.37811577] [-0.51611396] [ 0.58390659 0.71644838 0.41075592 0.42044983 0.32419188 0.44736253 0.41020406 0.60366814 0.59358287 0.57124697] [-0.02849835] [ 0.23829549 0.44037962 0.58769849 0.52616249 0.4020498 0.7292231 0.38271857 0.43473571 0.52692324 0.35658278] [ 0.42469329] [ 0.26306944 0.56913718 0.42070626 0.46045897 0.41560313 0.39563377 0.53009003 0.63873985 0.47009023 0.50858123] [-0.1602422] [ 0.29718928 0.61591771 0.4442233 0.58240201 0.32435011 0.57601697 0.47329622 0.54461324 0.54480415 0.55877271] [-0.36918107] [ 0.73469025 0.69491838 0.5518393 0.44328813 0.50739709 0.5593593 0.49680058 0.46903628 0.66828507 0.59110749] [ 0.34424354] [ 0.72675775 0.54531465 0.53317093 0.52595389 0.39489123 0.4652346 0.53206412 0.33016718 0.54928698 0.56400185] [-0.39949117] [ 0.43786034 0.58615143 0.46360805 0.50277455 0.44745069 0.6227539 0.56985912 0.35826043 0.62845722 0.58316244] [-0.16158898] [ 0.34038623 0.51219965 0.63708828 0.30689955 0.63781549 0.63239431 0.39924015 0.43228852 0.40959453 0.61917176] [-0.36894745] [ 0.85126619 0.49061783 0.54307752 0.37754068 0.34662957 0.39590663 0.52655358 0.3698806 0.61760096 0.51485799] [ 0.6207495] [ 0.41034656 0.33187058 0.65673747 0.33584545 0.57008523 0.68442645 0.34327479 0.46357969 0.43433635 0.38174934] [-0.48376171] [ 0.61041077 0.69901816 0.405222 0.53231792 0.27616245 0.63703753 0.39957454 0.40926674 0.59101254 0.6330379 ] [-0.12299558] [ 0.37365264 0.47281043 0.65766712 0.2598236 0.31788671 0.43257512 0.555936 0.64664298 0.54754064 0.21565351] [ 0.23746027] [ 0.25481282 0.64847434 0.51062756 0.34732046 0.35094939 0.66557247 0.44698035 0.69542684 0.64500404 0.366259 ] Progress: 97.1% ... Training loss: 0.288 ... Validation loss: 0.466[ 1.54039977] [ 0.51222506 0.60309018 0.36686008 0.67001647 0.34726052 0.38181944 0.56675185 0.41669228 0.57612376 0.74670832] [ 0.84957985] [ 0.49537008 0.48953955 0.5051236 0.53926258 0.39453162 0.42688932 0.49078964 0.69443803 0.59381144 0.22935098] [-0.09006693] [ 0.426629 0.62814672 0.34576477 0.46444238 0.35058166 0.52864355 0.44527729 0.45006716 0.46041396 0.59266472] [-0.13563416] [ 0.55810908 0.60587569 0.50057811 0.60646081 0.30726632 0.57184593 0.45179787 0.37004585 0.53273947 0.47601357] [-0.30907004] [ 0.71727265 0.47766009 0.58766682 0.31842367 0.40556919 0.59095264 0.44485027 0.55058898 0.61603899 0.47058292] [ 0.20797673] [ 0.2407858 0.62526767 0.58041478 0.35152751 0.60643525 0.76490641 0.36694945 0.39606469 0.38319378 0.61118218] [ 0.93539969] [ 0.54425441 0.52620178 0.60860723 0.49092466 0.41686795 0.51957769 0.45401593 0.61112035 0.4589547 0.36233203] [-0.40599369] [ 0.36476603 0.549182 0.41495846 0.52113277 0.46359086 0.45197262 0.38251389 0.26804562 0.4081543 0.46872808] [ 0.18397168] [ 0.34631266 0.29732105 0.63727839 0.21861812 0.47771751 0.68615648 0.42285297 0.35079829 0.30400484 0.29984303] [-0.49987908] [ 0.39869102 0.67684727 0.39075452 0.6779999 0.47150886 0.56752556 0.42588103 0.4292308 0.49032393 0.53657744] [-0.40066715] [ 0.40502835 0.63457054 0.4239379 0.46936632 0.37088319 0.41046621 0.45661211 0.52682479 0.48710099 0.60438864] [-1.06548964] [ 0.41810996 0.36477838 0.72761286 0.20486344 0.29056549 0.46693676 0.50403822 0.56706981 0.52471819 0.16567995] [-0.43691162] [ 0.74319456 0.59109731 0.50063735 0.50564028 0.38253191 0.56857792 0.39836198 0.39795092 0.57939722 0.63470398] [ 0.15003857] [ 0.62406567 0.3893073 0.52161093 0.35343221 0.35678142 0.43109243 0.58042794 0.54994326 0.42497359 0.30352502] [ 0.03044258] [ 0.39827979 0.59993006 0.45271922 0.5799774 0.33036667 0.53855891 0.4959118 0.53823273 0.54711309 0.57716428] [-0.4548273] [ 0.3702574 0.49516966 0.65860383 0.42210414 0.53932263 0.68061459 0.37921904 0.38338929 0.42123736 0.42758739] [-0.01300186] [ 0.2150681 0.64394535 0.3484504 0.67068249 0.37978392 0.7975417 0.36334706 0.56905199 0.59933811 0.52000332] [-0.2847845] [ 0.56936628 0.65891208 0.47886754 0.43040229 0.42436266 0.64940279 0.41157483 0.34472276 0.46773083 0.70275427] [-0.17406654] [ 0.80673468 0.52013277 0.53645162 0.48613372 0.33250114 0.46795938 0.43850106 0.32317688 0.57984088 0.56225429] [-0.85282011] [ 0.32256871 0.48077614 0.70080526 0.26774919 0.34695733 0.5409212 0.51882993 0.62028365 0.49314257 0.3256579 ] [-0.79687683] [ 0.32974642 0.67107506 0.47289557 0.68036342 0.35063784 0.56716317 0.39383145 0.58914477 0.53348623 0.42400436] [-0.42173408] [ 0.70655522 0.47438522 0.52545926 0.51608092 0.39462331 0.6711078 0.4732028 0.56399611 0.51207155 0.54671615] [-0.32875176] [ 0.08740355 0.51026594 0.61487872 0.60184046 0.24086069 0.80916215 0.33574096 0.48625415 0.44198915 0.27103772] [-0.591989] [ 0.68846692 0.66602842 0.56889641 0.46595206 0.52975525 0.53714113 0.49850594 0.44705004 0.58383137 0.69197633] [ 0.331376] [ 0.39402 0.47956415 0.44619415 0.48651767 0.40677806 0.36603066 0.54339682 0.60978598 0.45198285 0.49282135] [-0.03630484] [ 0.3788126 0.58363322 0.40781968 0.63610946 0.46976787 0.69282127 0.48985438 0.56918575 0.42500805 0.50692751] [ 0.23987873] [ 0.14507867 0.56919511 0.46454154 0.43045931 0.33593828 0.8543982 0.28725457 0.44259263 0.37932832 0.49438152] [ 0.28492119] [ 0.11711584 0.44918831 0.63577262 0.44795647 0.47657084 0.80487029 0.3453756 0.48826019 0.3663534 0.49925171] [-0.2483894] [ 0.64878257 0.4891945 0.6053998 0.44993388 0.36882763 0.27818098 0.52122427 0.65468057 0.56057698 0.22251309] [ 0.51908009] [ 0.26761447 0.51163143 0.48889793 0.28904202 0.41058368 0.654646 0.43230715 0.47718484 0.57449705 0.44243874] [-0.62345044] [ 0.33201182 0.65295235 0.57630099 0.52919262 0.42194363 0.63368146 0.42649784 0.53626375 0.51096241 0.43020551] [ 0.11225021] [ 0.37750483 0.52376653 0.56958628 0.41679297 0.38192061 0.62822325 0.46745719 0.49724437 0.50066323 0.50829103] [ 0.71558195] [ 0.61335476 0.75027418 0.41841497 0.53763569 0.23419415 0.43656234 0.43985089 0.5292661 0.58658474 0.61292227] [-0.54299741] [ 0.49389266 0.5239663 0.46171514 0.56348363 0.32374097 0.53995656 0.43640237 0.53024802 0.57369836 0.53325745] [-0.02969879] [ 0.22311243 0.40982557 0.61283767 0.31403516 0.63728118 0.6912852 0.42946783 0.42419914 0.41361978 0.48568933] [-0.05912116] [ 0.32903674 0.7011362 0.52243501 0.633939 0.37934381 0.60641235 0.40341129 0.59150528 0.52212191 0.51595629] [-0.00624702] [ 0.39840913 0.61289887 0.4319122 0.64774631 0.30368967 0.56970304 0.33472464 0.43671958 0.48893372 0.51170134] [-0.25458344] [ 0.2212981 0.39563166 0.60681911 0.47185112 0.41052817 0.68084115 0.41361617 0.52604616 0.40486197 0.42660375] [-0.23783572] [ 0.13487304 0.47257262 0.50412035 0.47142513 0.41998479 0.75558917 0.41605306 0.44638417 0.57695618 0.43597485] [ 0.65025586] [ 0.5081622 0.52523266 0.43119688 0.622786 0.39030523 0.47965994 0.58346544 0.59435076 0.57773481 0.31372772] [ 0.16619365] [ 0.35283605 0.33500653 0.55236578 0.42282802 0.36083798 0.60801039 0.43589407 0.79100923 0.48751517 0.23159635] [ 0.61218228] [ 0.23105151 0.5777359 0.40480588 0.61288381 0.44715286 0.74109829 0.37189518 0.35667127 0.45916331 0.59285911] [-0.20512412] [ 0.36374825 0.4597728 0.53449433 0.39305745 0.47393102 0.63870388 0.49636574 0.49810883 0.42641294 0.44455227] [-0.24882345] [ 0.6458754 0.68956057 0.36462231 0.34471307 0.33615126 0.5400153 0.42147682 0.51028991 0.5568737 0.55091195] [ 0.08529844] [ 0.48397884 0.76553238 0.43718692 0.59965421 0.38435839 0.71545818 0.55400206 0.47949913 0.58960582 0.67368494] [ 0.04683498] [ 0.21358726 0.79548474 0.4356253 0.6863026 0.36892784 0.82160535 0.50207671 0.53575904 0.65162603 0.67907681] [-0.34048689] [ 0.44107662 0.5201604 0.51909458 0.44536291 0.53052778 0.62729194 0.56458107 0.44914677 0.38653058 0.47452245] [ 0.30289933] [ 0.17062537 0.46705813 0.62690816 0.44360192 0.55312656 0.77696942 0.43356123 0.33274143 0.41094089 0.56109983] [ 0.46939147] [ 0.17999187 0.34908751 0.6689314 0.24203085 0.68421602 0.79779085 0.38798231 0.27207297 0.2653216 0.51598731] [-1.00898971] [ 0.15700165 0.34795748 0.71863933 0.27570613 0.39841474 0.66879462 0.45798409 0.47230511 0.44605313 0.18216375] [-0.41515417] [ 0.15991477 0.56466221 0.44183237 0.65813276 0.38605901 0.67071321 0.50266741 0.52220777 0.49999616 0.32726851] [ 0.18834799] [ 0.68211402 0.58042857 0.60663431 0.37472568 0.43639794 0.46179076 0.6435732 0.50644375 0.586086 0.4878845 ] [-0.31547334] [ 0.33739195 0.65888271 0.4636797 0.58771125 0.22178499 0.60014478 0.45946859 0.5728078 0.52113579 0.46151817] [-0.07382042] [ 0.26139992 0.48610123 0.56713138 0.47708793 0.47971751 0.7206048 0.42210168 0.51710653 0.45865838 0.45075921] [-0.00824765] [ 0.56412116 0.50576287 0.55088489 0.43389415 0.33488419 0.45222822 0.4814823 0.78875496 0.55545715 0.3792857 ] [-0.12691585] [ 0.22691775 0.54811484 0.4207348 0.55547968 0.44631994 0.70856805 0.36035085 0.44209619 0.45573812 0.48821365] [-1.2300631] [ 0.35449454 0.55202235 0.51246452 0.40740403 0.40709228 0.5568543 0.52037761 0.5939104 0.36169752 0.27218311] [ 1.12319099] [ 0.67313953 0.58058384 0.46864001 0.56986805 0.25879528 0.45238044 0.47022696 0.49797051 0.58657114 0.47585722] [-0.60875997] [ 0.37822707 0.65426305 0.43321425 0.55537322 0.28162462 0.53998307 0.39642589 0.49398849 0.49933929 0.56862236] [ 1.91888786] [ 0.77075357 0.63556752 0.61053931 0.3746227 0.49264545 0.40434006 0.49657809 0.54206217 0.67572852 0.52903356] [ 0.12553864] [ 0.15203521 0.36538512 0.61822528 0.4754271 0.41627536 0.86225761 0.41746922 0.50530577 0.32021539 0.31171553] [ 0.67804087] [ 0.21769807 0.598337 0.50503579 0.49167551 0.38198392 0.73111169 0.38880122 0.6756988 0.52715844 0.36381321] [-0.63811763] [ 0.24921844 0.59748942 0.47015448 0.3139814 0.31229581 0.56854997 0.36710327 0.45380325 0.54411659 0.31703061] [ 0.11563422] [ 0.39419245 0.52669941 0.55259268 0.57104215 0.49182001 0.51635842 0.43553554 0.56706271 0.43331382 0.47566773] [ 0.14536844] [ 0.30118748 0.63947869 0.42671938 0.62504213 0.46573203 0.6786889 0.48721326 0.36219055 0.58505058 0.70522119] [ 0.58084617] [ 0.27837706 0.39737611 0.61112619 0.35751627 0.55686182 0.7115368 0.34345635 0.53775821 0.47769665 0.38100265] [-0.10811723] [ 0.34331522 0.54680788 0.4961974 0.27509519 0.41918676 0.70972733 0.40988283 0.49744176 0.48691437 0.42794884] [ 0.87272024] [ 0.75535947 0.55818441 0.50799648 0.47467825 0.28719652 0.27854038 0.51981798 0.47848189 0.60678836 0.45480675] [ 0.4548206] [ 0.78436117 0.49936785 0.62855601 0.3309649 0.35635929 0.30203055 0.58338998 0.71942411 0.62189467 0.29959843] [ 0.08689434] [ 0.12077746 0.54046263 0.40469329 0.49635346 0.36770857 0.70735291 0.38550968 0.42838986 0.49720199 0.26716491] [-0.03480174] [ 0.35161599 0.45162893 0.39711744 0.59127898 0.41122366 0.69239441 0.46703967 0.49941378 0.38685986 0.37340839] [ 0.37390143] [ 0.09808407 0.5328876 0.62535119 0.39475683 0.56768176 0.84249832 0.43761528 0.30294591 0.46643737 0.45543985] [ 0.27039226] [ 0.20214487 0.55819887 0.57692343 0.43194877 0.42801674 0.81462571 0.37939317 0.3405818 0.40311214 0.54737426] [-0.11192211] [ 0.51111756 0.55435733 0.50654391 0.45670401 0.41575576 0.4671726 0.43072799 0.5646345 0.67119318 0.52872165] [-0.02029544] [ 0.21748386 0.42881584 0.55836087 0.34049295 0.46662358 0.69773308 0.4395892 0.40586994 0.33015352 0.5990666 ] [-0.26773101] [ 0.2715362 0.54169412 0.57497556 0.4124357 0.40492636 0.71428589 0.51192336 0.52132394 0.42327396 0.40955636] [-0.79969871] [ 0.40094783 0.78013168 0.31332101 0.60222882 0.30216544 0.66029351 0.40460796 0.63780507 0.54467738 0.57395835] [ 0.10058671] [ 0.26619363 0.57592298 0.34551027 0.71579162 0.41241558 0.6188398 0.37702155 0.32469303 0.36767915 0.48292733] [-0.31571575] [ 0.54900242 0.60138808 0.60477428 0.42476474 0.49456374 0.54428202 0.54995952 0.53485998 0.55406964 0.54370129] [ 0.8805074] [ 0.73011459 0.63168487 0.58304697 0.3352719 0.39039005 0.43793728 0.63023225 0.55640774 0.63718352 0.43430674] [-1.38041642] [ 0.65986296 0.58264526 0.52470559 0.33223327 0.38190512 0.42643333 0.6626827 0.71093504 0.6021495 0.32975719] [ 0.32139783] [ 0.40060545 0.64661758 0.4529624 0.58651558 0.31943669 0.48229547 0.38427746 0.58148972 0.48334455 0.55983094] [ 1.0618037] [ 0.64931516 0.55539594 0.54511509 0.38329378 0.30814604 0.33522562 0.56083665 0.52551876 0.59457648 0.32342597] [ 0.06347639] [ 0.34804917 0.6856995 0.424449 0.71808689 0.44633532 0.61981453 0.47566907 0.61988333 0.53517055 0.51241363] [-0.82535641] [ 0.8771345 0.63992629 0.5494966 0.45506471 0.46935777 0.49508057 0.50461836 0.5766515 0.56326156 0.69646135] [-0.14833223] [ 0.51752533 0.74992584 0.36689697 0.60364457 0.36519288 0.62250439 0.42522546 0.28820164 0.4989292 0.73149556] [ 0.16171296] [ 0.33424142 0.62945257 0.40327328 0.60661177 0.33172744 0.64496114 0.46439824 0.59984222 0.53473805 0.49728209] [-0.53870607] [ 0.25214469 0.62499847 0.67535771 0.38266325 0.48229753 0.62569631 0.37511737 0.49467477 0.57577262 0.43723569] [ 0.26154976] [ 0.38472227 0.64424718 0.39807423 0.53491785 0.35280116 0.48645424 0.37571603 0.48818192 0.5583001 0.50773256] [ 0.05426559] [ 0.69804616 0.634062 0.50673348 0.36235619 0.42475963 0.44118811 0.53913685 0.43407047 0.55664564 0.62316467] [-0.11502759] [ 0.57978156 0.49509542 0.69621724 0.41501969 0.58017592 0.52678243 0.47420248 0.46929405 0.53388183 0.48929633] [ 0.30380662] [ 0.2459943 0.68122557 0.4531539 0.58001395 0.29346349 0.69688843 0.3592624 0.42936905 0.45480199 0.58493345] [ 0.55456842] [ 0.39070713 0.27818496 0.748301 0.25618692 0.41815749 0.64146417 0.42439066 0.35715228 0.45176836 0.24126153] [ 0.37404774] [ 0.78588011 0.53993991 0.54964763 0.25150117 0.44587872 0.41671743 0.57341929 0.52939457 0.56449969 0.41747186] [-0.26157124] [ 0.66784159 0.49364839 0.61723534 0.29186472 0.52190357 0.43736638 0.55256322 0.6093571 0.48355938 0.34191016] [ 0.29114216] [ 0.14267436 0.46795703 0.50064211 0.57318385 0.42763266 0.61537717 0.40783825 0.51497852 0.56485528 0.57871868] [ 0.09619697] [ 0.72631155 0.59394815 0.58603694 0.53605748 0.402711 0.374822 0.50876427 0.5130858 0.57545188 0.43307019] [-0.07534124] [ 0.48478056 0.67078262 0.43223111 0.69715137 0.31221504 0.69349611 0.37182865 0.31339753 0.52043953 0.64459442] [-0.18637334] [ 0.63760814 0.37198553 0.63901918 0.27020235 0.49647273 0.37190975 0.4712999 0.48299183 0.52341 0.38323815] [-0.06489003] [ 0.30111301 0.63841122 0.45814731 0.5686004 0.41634913 0.71591755 0.44085175 0.43433604 0.54965264 0.64186327] [-0.1794356] [ 0.72258438 0.69790523 0.34463568 0.48302005 0.26008114 0.51593 0.45616818 0.41805591 0.58037451 0.56521581] [ 0.57858674] [ 0.84228717 0.56591777 0.62176946 0.33866559 0.43997616 0.43735963 0.55998118 0.40785464 0.61939168 0.48890845] [-1.5701249] [ 0.43142186 0.73854585 0.41049554 0.65071071 0.15735479 0.41935607 0.40639698 0.63258212 0.57358032 0.38189427] [-0.18741804] [ 0.38786235 0.74822081 0.40502505 0.59780919 0.26087287 0.70100682 0.39442337 0.45444954 0.50171138 0.67234655] [-1.25536085] [ 0.47671097 0.57405646 0.4214001 0.64175528 0.23046364 0.34255679 0.4786931 0.50488996 0.56085586 0.3534472 ] [-1.45225145] [ 0.7156889 0.70169674 0.52770544 0.42041157 0.40404108 0.42415658 0.63724118 0.58267301 0.672659 0.47720226] [ 0.31490601] [ 0.62873502 0.75200868 0.38031888 0.49484283 0.3140246 0.66502641 0.48616445 0.59171171 0.60673319 0.57367655] [ 0.82999386] [ 0.51942293 0.60991065 0.57745422 0.36954597 0.44563462 0.61468543 0.47019909 0.48170677 0.57165799 0.55576347] [-0.19440455] [ 0.26743302 0.42374099 0.67878972 0.19078094 0.55419895 0.70663678 0.43047099 0.44450832 0.37784269 0.45836748] [-0.44860696] [ 0.63681348 0.33736289 0.69136802 0.27487175 0.56411418 0.49237513 0.49629431 0.36300566 0.36306016 0.55574581] [-0.23948771] [ 0.84831759 0.55735461 0.64868833 0.24391224 0.35334624 0.28450932 0.63244854 0.58916498 0.62778756 0.33340604] [ 1.20387809] [ 0.7004467 0.43545505 0.55818914 0.34784388 0.37684666 0.37216005 0.46083237 0.43651583 0.44472714 0.39800445] [ 0.28419842] [ 0.14708583 0.75408932 0.37495832 0.60493269 0.35266594 0.78754896 0.32973322 0.56144793 0.45608033 0.5556887 ] [-0.31210264] [ 0.14139001 0.29732215 0.61163519 0.4882719 0.37873781 0.79323587 0.35552235 0.52093067 0.37391132 0.32805505] [-0.26454503] [ 0.38237581 0.37189014 0.62535423 0.33777077 0.49888207 0.63400296 0.48460626 0.55971039 0.30754285 0.41419945] [ 0.19348629] [ 0.10030481 0.49918752 0.64487688 0.45013093 0.34364247 0.89225885 0.36718608 0.49862825 0.40315389 0.42201971] [-0.18597409] [ 0.37410343 0.68570203 0.36278614 0.71847848 0.36628994 0.64038621 0.56335911 0.63486774 0.51362607 0.46015726] [ 0.40798849] [ 0.14815784 0.45082308 0.64245321 0.3379618 0.51468087 0.8203483 0.3590761 0.32560019 0.46766356 0.51809898] [-0.35992065] [ 0.32738482 0.78083081 0.38114308 0.46367441 0.39030522 0.73809741 0.3570023 0.55469394 0.61052476 0.65040657] [-0.20899806] [ 0.26991805 0.59151891 0.50016556 0.51725456 0.36571538 0.732471 0.43978254 0.48816587 0.43840608 0.47646081] [-0.04908995] [ 0.18964282 0.59494835 0.43171677 0.55585483 0.35542998 0.86727065 0.30400624 0.65825604 0.51747356 0.54198395] [-0.20321533] [ 0.26581305 0.34549251 0.68363473 0.34439068 0.39444986 0.8157743 0.38341773 0.48083558 0.46628281 0.36676148] [-0.23290398] [ 0.46717819 0.30768752 0.59428031 0.34177444 0.51182976 0.62771102 0.51414126 0.463546 0.39403775 0.34869444] [ 0.27303378] [ 0.0761927 0.43446067 0.57339728 0.33503339 0.54221005 0.84068421 0.40882804 0.37199265 0.50008917 0.4966132 ] [-1.04291024] [ 0.25960201 0.73359528 0.27201684 0.62440741 0.3039354 0.5614096 0.47728439 0.70811879 0.62180393 0.26304723] [-0.50101359] [ 0.47101819 0.61669506 0.54511387 0.30187883 0.41581373 0.55390687 0.45238163 0.58044657 0.56390409 0.50584072] [ 0.09859059] [ 0.14532825 0.26950289 0.6999119 0.32320843 0.55422298 0.78580075 0.38252874 0.34105255 0.37967022 0.30710933] [ 0.4387192] [ 0.76666039 0.52783675 0.54979629 0.38923729 0.431342 0.37577037 0.54630598 0.44756669 0.58278256 0.48469871] Progress: 97.4% ... Training loss: 0.286 ... Validation loss: 0.461[ 0.53058781] [ 0.06179831 0.45837291 0.4042839 0.60546505 0.40799129 0.85154629 0.379901 0.52655741 0.33520257 0.53203591] [-0.16924795] [ 0.15889259 0.53269388 0.52320797 0.59071364 0.36515318 0.77286161 0.40184194 0.5614248 0.58227248 0.31663549] [-0.26800178] [ 0.53279721 0.66026805 0.43529239 0.51711944 0.5225869 0.55885016 0.43656455 0.27950396 0.45124797 0.67285543] [-0.35458067] [ 0.66690315 0.56916623 0.45755699 0.46009983 0.40965971 0.49784969 0.53006393 0.43284933 0.57270753 0.6397401 ] [-0.18741337] [ 0.77133292 0.42369716 0.61432555 0.27056247 0.52649479 0.36192536 0.59955057 0.43045159 0.52109483 0.32084098] [ 0.24213264] [ 0.2440879 0.25125113 0.7660227 0.3077513 0.46367689 0.76671959 0.37026628 0.25880222 0.28337136 0.29286903] [ 0.12683609] [ 0.17249048 0.70534985 0.39865476 0.63870516 0.34291 0.80371365 0.29901041 0.60329657 0.51792666 0.62811793] [ 0.36971879] [ 0.33786546 0.62833728 0.3927837 0.67046096 0.58837539 0.83721556 0.33243946 0.57762442 0.38365497 0.67411048] [ 0.56948885] [ 0.70212523 0.6581247 0.48644768 0.38155209 0.4374685 0.4809299 0.64003706 0.5909653 0.66180146 0.47211901] [-0.07707873] [ 0.89020194 0.66055944 0.51285222 0.24640547 0.23668849 0.21257944 0.64019951 0.58422663 0.72361824 0.42322904] [-0.14059795] [ 0.36661029 0.29851222 0.68270135 0.4570613 0.34004245 0.67559939 0.45870043 0.52297211 0.42958177 0.28475641] [ 0.39456494] [ 0.73873425 0.63371757 0.55121375 0.33627066 0.43509083 0.48931936 0.61589573 0.40331666 0.60932252 0.66158541] [-0.00961492] [ 0.11984315 0.61069957 0.55634928 0.3949686 0.39624725 0.74040329 0.48086273 0.46438332 0.50001836 0.45854968] [-0.32257811] [ 0.24541625 0.70619182 0.48788428 0.59179483 0.34617592 0.71170196 0.40677887 0.54918514 0.65651704 0.55546099] [ 1.05398871] [ 0.91595826 0.66970591 0.50213965 0.24518892 0.23634582 0.24199997 0.59894897 0.6064005 0.71413758 0.44660862] [ 0.25422598] [ 0.1532281 0.65060045 0.50629731 0.48186902 0.43817761 0.8366713 0.35082206 0.44522163 0.5448857 0.56504492] [-0.58189726] [ 0.56884325 0.50414787 0.67413509 0.33576739 0.5257939 0.6615509 0.39924943 0.5826905 0.56581961 0.56257348] [-0.02916529] [ 0.28024014 0.64857503 0.49907946 0.5415947 0.32547984 0.6244293 0.47084675 0.59725425 0.44027666 0.44590551] [ 0.16189918] [ 0.44143741 0.67538212 0.53831307 0.47013561 0.39540955 0.66847211 0.45537498 0.40502943 0.54417006 0.53642791] [-0.10388177] [ 0.20995409 0.27472023 0.60845659 0.34796422 0.55443819 0.5981456 0.42630826 0.32864562 0.36971121 0.28997238] [-0.22912214] [ 0.40588752 0.62217541 0.41187762 0.4990156 0.47073539 0.56017025 0.44353662 0.32875168 0.56360714 0.71637019] [ 0.39400289] [ 0.16385703 0.63406769 0.30269551 0.63102446 0.49433942 0.89839584 0.28541286 0.68655162 0.42730622 0.61621235] [-0.30283292] [ 0.28680056 0.43056642 0.5129477 0.52705376 0.49946762 0.52886163 0.40892085 0.48765395 0.44744946 0.36317219] [-0.05900675] [ 0.17524935 0.43486458 0.6329811 0.55365662 0.38490256 0.76894588 0.33504884 0.45443284 0.48643574 0.37267256] [-0.24693806] [ 0.29608524 0.50250013 0.48177047 0.43976401 0.32195756 0.58139011 0.46342976 0.78074907 0.56844718 0.26756419] [ 0.41818374] [ 0.64146756 0.59472011 0.49530006 0.44864252 0.34421956 0.36262681 0.53596603 0.40027451 0.67937669 0.46464117] [-0.34590698] [ 0.26389657 0.4922379 0.62354207 0.31925252 0.57184547 0.60389557 0.54782097 0.47699724 0.48839635 0.47401605] [ 0.62786642] [ 0.45083702 0.6762675 0.45135905 0.63716701 0.46880663 0.59934062 0.5172152 0.62276218 0.59141686 0.43950196] [-0.15801133] [ 0.53690267 0.57616405 0.48785589 0.62046908 0.35661173 0.61959067 0.3696293 0.31277153 0.4281552 0.6977848 ] [-0.0115586] [ 0.19693994 0.3527171 0.63297002 0.29020398 0.43964671 0.77313229 0.4149813 0.37509254 0.38220291 0.247815 ] [-1.27892193] [ 0.8670251 0.61926543 0.56956698 0.48733388 0.41096933 0.23715821 0.63286732 0.71807807 0.61240581 0.65336091] [ 0.45969782] [ 0.08507919 0.38175372 0.69532659 0.41750564 0.52803764 0.85920484 0.4019267 0.34638047 0.36634679 0.47251785] [ 0.68754684] [ 0.82562859 0.68449963 0.60250884 0.21351446 0.41945782 0.40495623 0.58361868 0.69545678 0.66325932 0.49441145] [ 0.27130893] [ 0.47669776 0.49932034 0.51859048 0.58912231 0.39284551 0.45979095 0.53422133 0.5478179 0.5731149 0.29469057] [-0.26982019] [ 0.37619978 0.50444671 0.52261854 0.53058402 0.35199134 0.62595996 0.41712901 0.48881483 0.38700218 0.39005368] [ 0.04285432] [ 0.33759316 0.76272534 0.324528 0.69709013 0.38229004 0.55886937 0.35242559 0.40040984 0.47785853 0.7436233 ] [ 0.24750854] [ 0.1201481 0.53336474 0.53271254 0.47220527 0.43200853 0.78905864 0.30100098 0.4620218 0.46450609 0.48553298] [-0.45071182] [ 0.29789563 0.51385178 0.59390902 0.2555673 0.45590487 0.61902475 0.454765 0.52405349 0.5840262 0.41018982] [-0.5429698] [ 0.71621 0.41227999 0.66697359 0.31505045 0.46391429 0.43321403 0.62452525 0.60274676 0.45481122 0.32176363] [ 0.17435858] [ 0.15926885 0.63717464 0.56634274 0.43273605 0.43516503 0.78159687 0.37922047 0.50229899 0.4721506 0.59776498] [-0.06611928] [ 0.41207261 0.64198843 0.51580356 0.36827921 0.43191805 0.46595351 0.47494654 0.58297208 0.60262033 0.4456059 ] [-0.4074357] [ 0.72782162 0.60635197 0.61490232 0.36599665 0.48559529 0.47783471 0.48559323 0.56399623 0.64557269 0.51450449] [-0.35332481] [ 0.26570411 0.41213325 0.58508795 0.28155384 0.47299074 0.55925963 0.44630189 0.4644018 0.39788808 0.29648838] [ 0.0328972] [ 0.39021961 0.70015935 0.36103539 0.70587714 0.3200272 0.64627852 0.40258044 0.3371799 0.49264092 0.68898466] [-0.63144752] [ 0.67541593 0.70379918 0.43306634 0.38879986 0.34847943 0.36610299 0.46743181 0.55150709 0.58938406 0.57431202] [-0.2800342] [ 0.51033186 0.53855061 0.58080788 0.31976012 0.44333093 0.69144948 0.43742761 0.49648174 0.59376998 0.54101421] [-0.14876309] [ 0.73632748 0.39631417 0.52188029 0.31284941 0.40389931 0.34004708 0.53872426 0.42478378 0.47040083 0.40338773] [-1.42511917] [ 0.64079281 0.36291952 0.69903772 0.12844597 0.619839 0.53459578 0.62095896 0.5725582 0.40350161 0.36406252] [-1.32323396] [ 0.46180719 0.37683105 0.51200177 0.53221126 0.43831656 0.51498836 0.55808308 0.60821028 0.41462571 0.26071318] [-0.31001269] [ 0.39454769 0.60659511 0.58758614 0.41858059 0.51800263 0.62710363 0.4563797 0.40851253 0.57325663 0.51605518] [-0.12675171] [ 0.77395499 0.63997685 0.52438085 0.41751321 0.49546838 0.48331896 0.66782459 0.42829047 0.59751202 0.64045854] [ 0.00641814] [ 0.11198667 0.40842131 0.68924864 0.40891023 0.42999937 0.8188069 0.39918518 0.32902 0.42854322 0.312522 ] [ 0.53886972] [ 0.30306593 0.45545917 0.56704817 0.44729272 0.56436395 0.71593018 0.54132531 0.52729106 0.42255175 0.45378003] [ 0.10899207] [ 0.14077783 0.44386679 0.51152997 0.59981496 0.37008526 0.69243586 0.43530794 0.46789208 0.46504164 0.35789848] [-0.5299667] [ 0.45057537 0.75605821 0.3140703 0.58754107 0.3359541 0.64576288 0.31244044 0.55970266 0.56510301 0.65980297] [-1.40117873] [ 0.54664652 0.54320353 0.49081919 0.41534868 0.33135618 0.2898599 0.49754636 0.59023054 0.60426636 0.26436703] [-0.19988101] [ 0.17934476 0.64504573 0.4623797 0.53841905 0.37181261 0.58575212 0.43834108 0.67736144 0.61941743 0.30260548] [-0.48932297] [ 0.75420301 0.41483595 0.56736695 0.43949708 0.47978529 0.39860201 0.54031142 0.49636556 0.45930821 0.50678421] [ 0.47610772] [ 0.81095557 0.65377044 0.540553 0.27029426 0.34232613 0.30309618 0.58364818 0.6194115 0.60523878 0.49488568] [ 0.10298013] [ 0.3633458 0.76288025 0.46820766 0.51402668 0.51606561 0.68623686 0.48953292 0.34650709 0.49154167 0.69476978] [-0.50648087] [ 0.33285319 0.669282 0.48164865 0.59479169 0.29177927 0.63426421 0.44769523 0.48062787 0.57965614 0.50551528] [ 0.01149377] [ 0.15051946 0.66485568 0.48185263 0.42065149 0.4898406 0.66427446 0.35912266 0.40602714 0.45249892 0.55637921] [-0.142939] [ 0.21745601 0.63412782 0.45620735 0.62368086 0.39051758 0.63027401 0.45685953 0.54602097 0.59034275 0.448293 ] [-0.23299885] [ 0.53994537 0.59115097 0.53865596 0.38625388 0.4481048 0.43653512 0.60860765 0.51874383 0.49394715 0.52608365] [-0.37391645] [ 0.27795601 0.29423332 0.75020715 0.29667212 0.50688332 0.59653089 0.37890065 0.43100466 0.45939228 0.25827918] [-1.10330056] [ 0.46750675 0.60714835 0.45038483 0.55991246 0.2887665 0.41330113 0.54635342 0.68701099 0.60851524 0.26024034] [ 0.21730965] [ 0.23726813 0.63635743 0.40715717 0.61526993 0.38376443 0.77004967 0.41117608 0.55219704 0.46505961 0.58218138] [ 0.65078558] [ 0.81560365 0.53477155 0.51626368 0.44639663 0.32871609 0.31397136 0.48734456 0.41132853 0.54906692 0.50774661] [ 0.92659611] [ 0.73361612 0.58623172 0.54756219 0.54745857 0.41000453 0.38584748 0.46344806 0.58771174 0.5581723 0.47934324] [-0.27465589] [ 0.56787369 0.66045779 0.47701977 0.61758076 0.45799629 0.5442129 0.43892947 0.51991835 0.59158657 0.51674418] [-0.15222144] [ 0.61469083 0.53826918 0.62710256 0.37426892 0.58918357 0.5595869 0.4968567 0.49081914 0.57745257 0.53030547] [ 0.34246225] [ 0.36938682 0.53502281 0.54902567 0.34097178 0.37527921 0.52628207 0.6016154 0.67066579 0.52331283 0.28284191] [ 0.24489251] [ 0.2969156 0.37210932 0.67781692 0.34560635 0.51122798 0.69842764 0.37027462 0.51154014 0.52084325 0.44857738] [ 0.05969966] [ 0.26321315 0.4311659 0.52368882 0.58420212 0.46969782 0.86560822 0.36686116 0.59524862 0.4667193 0.5237122 ] [ 0.29408912] [ 0.08902165 0.51326316 0.53287936 0.51457719 0.43559452 0.70264067 0.40272743 0.37287599 0.37838998 0.54627391] [ 0.28019999] [ 0.28613591 0.61127152 0.43121863 0.59740513 0.44055213 0.78804418 0.46321775 0.39976641 0.5842194 0.65788836] [-0.36219491] [ 0.41512454 0.64892311 0.48658303 0.6363718 0.36748186 0.66732916 0.41133187 0.56515062 0.56397784 0.53235533] [ 0.22603449] [ 0.19505913 0.41321702 0.45430444 0.55537868 0.37063618 0.77412167 0.34555687 0.52918447 0.35401262 0.35373432] [ 0.22152809] [ 0.20022005 0.533612 0.36651314 0.68673359 0.3934097 0.78306209 0.38020307 0.57172253 0.44126276 0.52866142] [ 0.20021054] [ 0.55437398 0.58471213 0.53801376 0.57157985 0.4342895 0.50003679 0.44835532 0.59839295 0.63968437 0.42038335] [-0.4618193] [ 0.51394038 0.56437956 0.48602016 0.34565208 0.46051917 0.57287006 0.53021238 0.59411592 0.44993964 0.52002284] [-0.1534968] [ 0.67465954 0.71894558 0.51144019 0.37748524 0.33313078 0.54281343 0.56612725 0.53702306 0.59242341 0.51881515] [ 0.2510544] [ 0.36502154 0.64787813 0.44888039 0.65624243 0.56802699 0.78489564 0.42806627 0.46184455 0.46291861 0.60536006] [ 0.15091113] [ 0.16932329 0.59673991 0.33559199 0.45226475 0.47418314 0.76060657 0.31781269 0.46280445 0.40674264 0.49860801] [ 0.80192264] [ 0.642517 0.51768503 0.57783489 0.43102151 0.3007827 0.44857462 0.55542058 0.64040431 0.57308285 0.42135884] [ 0.23898677] [ 0.37206082 0.54742608 0.53674523 0.4665356 0.42430583 0.6474724 0.59376867 0.54134026 0.4732348 0.53792901] [ 0.49040644] [ 0.53100929 0.61631152 0.48329817 0.37330235 0.44368458 0.57258287 0.51035277 0.41356077 0.58195376 0.49950643] [-1.30996096] [ 0.30401984 0.57849179 0.48149212 0.33606593 0.28927993 0.42747143 0.49916115 0.68971462 0.52277787 0.44518644] [ 0.95577647] [ 0.47695574 0.77583016 0.41298754 0.51553665 0.2513978 0.46957182 0.42363506 0.54962334 0.57547743 0.61369387] [ 0.88387114] [ 0.76047958 0.44944529 0.62601146 0.27866428 0.45285862 0.44151183 0.58796489 0.43449512 0.54562486 0.49230521] [ 0.4152574] [ 0.08797261 0.38247045 0.65380797 0.37861661 0.51745353 0.82467232 0.38188612 0.29792381 0.40863056 0.43105084] [-0.74427725] [ 0.87151535 0.43514619 0.58833254 0.27799142 0.48710281 0.47448807 0.48494699 0.42217762 0.53153993 0.60215505] [-0.60284569] [ 0.29532481 0.53208463 0.44894341 0.49241024 0.38776603 0.70821562 0.48417596 0.50117357 0.51251196 0.44038887] [-0.79505783] [ 0.17765139 0.5305955 0.53522528 0.35240773 0.35094444 0.63335019 0.34546807 0.52862408 0.3831742 0.26805909] [ 0.19285908] [ 0.13699765 0.69686775 0.38206229 0.58428842 0.43350438 0.78120918 0.33266505 0.51923866 0.48423718 0.55704423] [-0.1662588] [ 0.26641025 0.55230515 0.4045517 0.34442258 0.41515077 0.42627512 0.40970441 0.51044754 0.53213239 0.32894809] [-0.55752014] [ 0.36266527 0.47853158 0.5669044 0.23045058 0.38173407 0.58108189 0.47639025 0.68092199 0.5924558 0.32690774] [ 0.18516886] [ 0.27527938 0.66591146 0.50777154 0.7165715 0.49152105 0.73829967 0.39806644 0.50868362 0.52231203 0.66262037] [-0.02798249] [ 0.14297778 0.48327492 0.58812691 0.36591914 0.43769861 0.8165187 0.37137334 0.4433021 0.42170754 0.42771594] [ 0.40264873] [ 0.23742727 0.37279278 0.51849913 0.2674244 0.44484129 0.58597985 0.40959813 0.43971626 0.35375439 0.25585172] [ 0.00633272] [ 0.64301087 0.3833667 0.64004659 0.49110239 0.49985583 0.66421537 0.39861672 0.55472517 0.48216511 0.47133564] [-0.20891227] [ 0.63303029 0.56221908 0.47524603 0.64901214 0.38248364 0.58212292 0.49118375 0.5539649 0.49383233 0.55260746] [ 0.36328485] [ 0.42036792 0.42761327 0.58610323 0.25567433 0.50601461 0.5606029 0.44094026 0.56499287 0.53998249 0.33530334] [ 0.51315114] [ 0.08366749 0.62337691 0.39354827 0.63488607 0.46163423 0.77160588 0.32625365 0.39233358 0.45058522 0.53924554] [ 0.3167167] [ 0.08069831 0.64968479 0.50473209 0.60687798 0.28232681 0.8676345 0.32939193 0.46798418 0.5205071 0.49901245] [ 1.5214951] [ 0.67986316 0.41570182 0.49129682 0.46199432 0.36571346 0.47070748 0.51653694 0.51632441 0.48601819 0.34794799] [ 0.13698071] [ 0.28609495 0.49487743 0.42871723 0.58592767 0.43789614 0.48158503 0.58617771 0.64533081 0.40067674 0.46521806] [-0.08189044] [ 0.571472 0.63756335 0.41986145 0.55190522 0.33877745 0.58895914 0.4528703 0.40152142 0.56571711 0.677923 ] [-0.30871276] [ 0.24112602 0.46063676 0.60234835 0.27951468 0.45357765 0.58197855 0.47627628 0.45716491 0.6041809 0.33675776] [-0.13052684] [ 0.28634168 0.35495878 0.67799188 0.32009031 0.54863559 0.67758458 0.40571678 0.55567742 0.48977192 0.34803239] [-0.22465255] [ 0.60998473 0.38320976 0.58908265 0.33890849 0.46183191 0.59098613 0.4474891 0.57887639 0.41100935 0.49162635] [-0.22196309] [ 0.44333402 0.61495103 0.41766423 0.43249079 0.41491447 0.45966682 0.46573655 0.51236882 0.54355176 0.58835589] [ 0.17736161] [ 0.58446468 0.39723253 0.5367781 0.42696652 0.39163994 0.44399863 0.53596713 0.60046794 0.55607112 0.34845129] [-0.16865861] [ 0.51095724 0.42290509 0.6342058 0.57681316 0.43731724 0.47283256 0.47383321 0.50635096 0.45282418 0.3572431 ] [ 0.89905462] [ 0.57302215 0.74197975 0.39815867 0.64158691 0.20878815 0.37816283 0.42793798 0.55560277 0.6011016 0.52878722] [ 0.644143] [ 0.20692836 0.72678902 0.32459219 0.70359898 0.33534266 0.78651187 0.43456592 0.51131228 0.51712035 0.58162804] [-0.39198959] [ 0.39341522 0.10998776 0.79546901 0.26744264 0.59114132 0.692553 0.44838012 0.34305175 0.29444642 0.2743676 ] [ 0.50909356] [ 0.49269853 0.43800224 0.66793343 0.25080959 0.33052752 0.45919115 0.52137195 0.65971093 0.51679434 0.22314815] [ 0.36585815] [ 0.41807618 0.61147568 0.46231793 0.63721596 0.23972114 0.67652254 0.37589865 0.48744371 0.50927379 0.48731725] [ 0.10285948] [ 0.09884635 0.57424772 0.5457761 0.29676759 0.38435215 0.83685206 0.38099019 0.42127654 0.44437047 0.39445134] [-0.34950639] [ 0.44124127 0.71691688 0.43482746 0.61805721 0.4627133 0.70420618 0.4262447 0.47908512 0.55351417 0.59935841] [-0.24782109] [ 0.50749301 0.38774948 0.63132356 0.44929366 0.54579792 0.62059504 0.46671868 0.4534711 0.4117399 0.38366384] [-0.17002352] [ 0.17412876 0.58837202 0.41899745 0.65413525 0.35573289 0.79281442 0.31978567 0.57364491 0.55116714 0.44232926] [-0.45823291] [ 0.39513095 0.47511931 0.43960011 0.52260088 0.42009565 0.60013788 0.41582763 0.48834703 0.36741618 0.45496496] [-0.23539722] [ 0.58292193 0.6075256 0.50450272 0.34919114 0.46663375 0.55828564 0.51302895 0.46397241 0.48008154 0.54205224] [ 1.04701185] [ 0.29730434 0.55510097 0.46091611 0.4554953 0.37568538 0.48192278 0.43593743 0.50623911 0.45785321 0.4766963 ] [ 0.16401338] [ 0.2059148 0.68693476 0.47668985 0.60094761 0.33447719 0.72917901 0.44400138 0.59412354 0.4278309 0.5518077 ] [ 0.02731109] [ 0.91024669 0.63858789 0.62044724 0.26014399 0.43334772 0.33900487 0.70151762 0.57345032 0.6767243 0.50917624] Progress: 97.7% ... Training loss: 0.289 ... Validation loss: 0.474[ 0.05791268] [ 0.58098806 0.68911731 0.60022663 0.45310811 0.4504853 0.51168945 0.55935031 0.48715219 0.68529506 0.4598161 ] [-1.39318349] [ 0.21199124 0.51261477 0.52921175 0.31575004 0.34692177 0.51080253 0.50376224 0.65580396 0.53068765 0.18423336] [-0.03311741] [ 0.32870571 0.52357193 0.52265643 0.45199492 0.55778326 0.80813131 0.50615825 0.43298354 0.46161582 0.54166476] [-0.346425] [ 0.69562835 0.50484238 0.45727075 0.46457305 0.31688203 0.32984041 0.48267018 0.38297774 0.49967975 0.46950138] [ 0.22848378] [ 0.71972968 0.34263324 0.71755124 0.22864538 0.55851243 0.48097642 0.54129981 0.44846532 0.38902166 0.37458922] [ 0.45405307] [ 0.08534835 0.51472894 0.64299676 0.35529909 0.59111652 0.85198882 0.4358629 0.28779288 0.44895887 0.44098731] [ 0.16049502] [ 0.14361295 0.62055372 0.43134193 0.53797606 0.42848954 0.81793675 0.44226029 0.63620957 0.49777158 0.53378628] [ 0.15411315] [ 0.10197102 0.51510874 0.43285017 0.50688246 0.30581844 0.86616223 0.34373758 0.51900499 0.45310125 0.38445697] [ 0.39765159] [ 0.34980008 0.79728647 0.38877432 0.66632288 0.32420428 0.60087554 0.44278582 0.66376012 0.62243679 0.5276921 ] [ 0.10282716] [ 0.18354857 0.76457967 0.3713506 0.67089047 0.33076482 0.70953869 0.39267922 0.46448845 0.43616294 0.54850494] [-0.28371335] [ 0.38152954 0.74073963 0.47478603 0.53474445 0.43872554 0.60954564 0.45761466 0.34474224 0.49623303 0.56424085] [ 0.08770803] [ 0.12434032 0.63143589 0.40802347 0.48868394 0.36362177 0.74537238 0.30449364 0.50830769 0.43472317 0.49565041] [ 0.18912616] [ 0.35823208 0.69066884 0.43282994 0.64832901 0.41426616 0.58760846 0.48500614 0.67305116 0.58722454 0.43121304] [ 0.03506976] [ 0.27097157 0.54384516 0.49176914 0.46268295 0.42202285 0.71342817 0.47983855 0.5578478 0.42901323 0.50770561] [-0.74117004] [ 0.29840742 0.71069957 0.35022849 0.67405937 0.26115462 0.55466611 0.4036607 0.57029685 0.64529228 0.5235327 ] [ 0.19148612] [ 0.09368428 0.6558462 0.40260024 0.5438986 0.30327089 0.79939221 0.33193642 0.5004857 0.49244932 0.41949757] [-0.16594291] [ 0.48116344 0.5915857 0.51848605 0.17123223 0.31279955 0.4230714 0.5389739 0.6872419 0.59699956 0.28425281] [ 0.08817047] [ 0.48421969 0.71554342 0.50451197 0.63841559 0.32688648 0.58604417 0.511878 0.51915513 0.60655809 0.56065586] [-0.1478066] [ 0.6535803 0.6378779 0.37169029 0.51243499 0.28967398 0.45210933 0.4223987 0.41913226 0.52682861 0.56351717] [ 0.32973937] [ 0.65234806 0.57357378 0.56137365 0.53471472 0.42382477 0.44381887 0.43004559 0.50459362 0.57768671 0.44220707] [ 0.0237099] [ 0.81150831 0.50453563 0.63528509 0.29590225 0.3180023 0.25917283 0.59440382 0.54873187 0.59998733 0.33390825] [-0.48970435] [ 0.18930413 0.73152122 0.34182312 0.47617355 0.31937537 0.70080429 0.41857621 0.59417402 0.47252813 0.4244596 ] [-0.9756565] [ 0.80872381 0.67367155 0.523836 0.35370162 0.37171621 0.43346642 0.54994669 0.48368594 0.73328875 0.63713672] [-1.41067542] [ 0.63853098 0.74946504 0.41537138 0.47609344 0.26406649 0.35734517 0.54145488 0.52958979 0.70971698 0.45710145] [ 0.140605] [ 0.28778206 0.71278025 0.26620969 0.70623023 0.33268104 0.78091133 0.41432488 0.56347798 0.43692594 0.53741009] [ 1.32143958] [ 0.52716925 0.60528568 0.52376399 0.37286383 0.30890455 0.3719782 0.44265547 0.50524371 0.49129586 0.43323297] [ 0.05157211] [ 0.14547646 0.37904692 0.56545216 0.55583038 0.4154237 0.82152043 0.33362134 0.54742905 0.4179052 0.27606661] [-0.28917223] [ 0.31740379 0.6452413 0.36953447 0.6175159 0.41239143 0.52600287 0.45085673 0.32561856 0.52979345 0.54227473] [ 0.0872175] [ 0.18014278 0.47624955 0.57957089 0.3899129 0.42941337 0.60462323 0.42080918 0.622055 0.51908762 0.33254433] [ 0.02145652] [ 0.42782551 0.67216523 0.48240013 0.52973751 0.44265626 0.70782916 0.44387791 0.42000228 0.42234969 0.708815 ] [-0.2479434] [ 0.33595829 0.40701614 0.64565847 0.26422524 0.44373983 0.64343442 0.43834616 0.40509981 0.50138056 0.31196055] [-0.55505506] [ 0.26968737 0.25046766 0.74471503 0.27370244 0.42612853 0.58672891 0.50661932 0.57405261 0.37025815 0.21587866] [-0.34029657] [ 0.75923517 0.43654233 0.66773609 0.37812756 0.60008669 0.48301783 0.4551119 0.43616022 0.49133842 0.45372209] [ 1.13473347] [ 0.69285722 0.48139022 0.68377431 0.19133163 0.42288977 0.36227707 0.54016677 0.65731533 0.56629207 0.28876093] [ 0.19463081] [ 0.70053727 0.58391687 0.41017131 0.50335316 0.30145065 0.39815351 0.53692262 0.52881084 0.64351893 0.42371544] [ 0.29023445] [ 0.42699232 0.66538533 0.498926 0.53924348 0.33522321 0.7594021 0.45143801 0.49468128 0.54796912 0.65646418] [-0.08780673] [ 0.19156857 0.24819414 0.73563619 0.36542189 0.48878453 0.71650617 0.47017195 0.38210934 0.29814554 0.44096857] [-0.10691517] [ 0.19234155 0.47263072 0.53009925 0.41096577 0.45027988 0.72298566 0.45809303 0.31290792 0.52122434 0.42921041] [-0.21602298] [ 0.32024283 0.67275779 0.5569981 0.60855767 0.4313496 0.71838348 0.41260305 0.52902953 0.4956258 0.55102296] [ 0.36628288] [ 0.12746261 0.29876846 0.64300775 0.41729461 0.55684139 0.6964077 0.40571085 0.37294344 0.40787829 0.48466659] [-0.18118309] [ 0.61228758 0.6601112 0.44424065 0.64089846 0.21472967 0.37155851 0.45419009 0.44383703 0.62605066 0.4393276 ] [ 0.43752422] [ 0.08758119 0.54089311 0.59626788 0.57144404 0.36056988 0.88289022 0.33076283 0.37036749 0.42597487 0.4355897 ] [ 0.09794278] [ 0.41500518 0.60002151 0.37852911 0.55189219 0.32098128 0.4639167 0.49818276 0.58417714 0.6039387 0.32636788] [ 1.29137593] [ 0.51853261 0.42304947 0.44818275 0.5599733 0.30962294 0.3170759 0.42962209 0.40883745 0.57461263 0.27574412] [ 0.00044808] [ 0.36393362 0.4962262 0.46416837 0.56248888 0.37859042 0.63655455 0.55390692 0.60619971 0.44808521 0.45211725] [ 0.39204879] [ 0.67680716 0.54853483 0.52489198 0.40746618 0.27101968 0.35359011 0.55115198 0.49951657 0.63346733 0.3770906 ] [-0.53953819] [ 0.2765669 0.63840283 0.43173698 0.56712554 0.35721824 0.58010894 0.40624455 0.43397722 0.39543465 0.40831748] [ 0.48821323] [ 0.52856723 0.28899485 0.68919688 0.1496249 0.47457647 0.54275502 0.53896141 0.69484912 0.48803637 0.26593608] [-0.00300915] [ 0.36295966 0.65620676 0.42272456 0.54787754 0.34641863 0.68398141 0.39332133 0.46417752 0.53549014 0.65302466] [ 0.57028043] [ 0.21610996 0.19481877 0.68204735 0.30222442 0.47301225 0.58534165 0.48768619 0.38663354 0.30967301 0.33419634] [ 0.55147544] [ 0.7801068 0.49924827 0.62679049 0.33367443 0.35972877 0.30781207 0.58071611 0.71410907 0.6180856 0.30398605] [-0.36652184] [ 0.39671604 0.73677795 0.34368668 0.73384473 0.21429705 0.56444701 0.348449 0.47132966 0.60185582 0.61681003] [ 0.02786931] [ 0.12509782 0.43645331 0.54662108 0.44101852 0.45912944 0.72288625 0.48140343 0.51270135 0.49083793 0.4354527 ] [-0.42794207] [ 0.28286945 0.59137543 0.50401342 0.30241684 0.37074889 0.62174521 0.53428888 0.64013451 0.53564265 0.32678006] [-0.74497814] [ 0.60261084 0.74344168 0.45314656 0.38005337 0.30907432 0.45269935 0.61861825 0.67765697 0.71018957 0.46262464] [-0.24462674] [ 0.48622366 0.65659759 0.45427801 0.65336402 0.46520775 0.52565506 0.42054358 0.66317563 0.60326955 0.53577164] [-0.44671863] [ 0.39207804 0.69633754 0.35877846 0.60922862 0.40164851 0.60185751 0.3321466 0.46699196 0.5400714 0.5690874 ] [-0.25571273] [ 0.44039162 0.48125145 0.46922247 0.49918359 0.37405566 0.40052281 0.4700306 0.50320703 0.55477309 0.38054083] [ 0.04223791] [ 0.1423017 0.56538163 0.64233712 0.34289794 0.46108634 0.74812933 0.36428738 0.42459835 0.50996933 0.47021138] [ 0.32695566] [ 0.54442073 0.50365339 0.43281074 0.47699045 0.38131785 0.38588692 0.51580491 0.54170954 0.56676064 0.36518872] [-0.29073589] [ 0.5298931 0.5957052 0.40414388 0.57780519 0.45083157 0.55321206 0.44906377 0.49028805 0.54387823 0.40088405] [ 0.67490213] [ 0.62029621 0.57438734 0.4193933 0.60832364 0.2544866 0.33742004 0.47705676 0.58851375 0.60800075 0.60185057] [-0.36927928] [ 0.63298436 0.51351764 0.55873025 0.32176917 0.43875144 0.57056782 0.524673 0.48808559 0.53057297 0.42905495] [ 1.4193578] [ 0.56503616 0.52164575 0.55222599 0.42292856 0.41218074 0.47663031 0.47706153 0.51403201 0.43706284 0.43217395] [ 0.02537363] [ 0.4523855 0.61124371 0.46764691 0.54101834 0.38989705 0.45276537 0.47843923 0.49404432 0.510515 0.63792632] [ 0.1060483] [ 0.10017679 0.54126643 0.56901963 0.35546867 0.35562063 0.66623161 0.47770724 0.59057869 0.55900045 0.24172529] [-0.52357281] [ 0.52480521 0.50937652 0.63376693 0.14313101 0.66754779 0.68865639 0.56668677 0.42676972 0.38027344 0.54550867] [-0.49381609] [ 0.75909027 0.44203674 0.55744963 0.35563848 0.45895851 0.49068635 0.43685352 0.47654091 0.43469159 0.60499459] [-0.19703401] [ 0.29632953 0.58027128 0.47679173 0.48759474 0.48008768 0.56535673 0.44271788 0.51790828 0.48945342 0.47803071] [ 0.42992183] [ 0.17279613 0.29626075 0.70886558 0.31059796 0.55258248 0.80609602 0.35648642 0.24530543 0.29034677 0.40981618] [ 0.10148635] [ 0.3348224 0.56873467 0.50010989 0.58673621 0.2598441 0.6024528 0.34165151 0.39972689 0.41624112 0.4363485 ] [-0.09735051] [ 0.53545914 0.52257745 0.58591479 0.42828986 0.39730255 0.39825829 0.50612989 0.58497015 0.52426431 0.39468867] [ 0.19454697] [ 0.15704576 0.40784355 0.64993199 0.32925163 0.47627537 0.76439336 0.46178978 0.4460881 0.39647282 0.41219018] [-0.0308298] [ 0.72243881 0.46777625 0.69353976 0.27652063 0.56688511 0.46884798 0.51898517 0.51641404 0.58912889 0.47707389] [ 0.01043941] [ 0.30668581 0.60052265 0.43051961 0.57302463 0.33888987 0.71672379 0.40210348 0.70973089 0.49234623 0.39852431] [-0.33733583] [ 0.11045863 0.43272329 0.70623645 0.33845649 0.36814516 0.78117622 0.3764386 0.44064473 0.3686268 0.2838857 ] [-0.1073474] [ 0.50895394 0.67254694 0.54060043 0.43945578 0.42916321 0.63023862 0.52933017 0.5247499 0.58741471 0.57774676] [-0.11866736] [ 0.40812503 0.60272789 0.47086689 0.51997792 0.31307454 0.67901683 0.44291209 0.46385577 0.4817985 0.62602041] [-0.75711774] [ 0.44068157 0.7753696 0.51711816 0.54371363 0.31829099 0.64438726 0.49467031 0.48640885 0.59423446 0.52798268] [-0.13857097] [ 0.31990836 0.19233036 0.75175386 0.18783294 0.57578207 0.48769036 0.45205182 0.32467572 0.35913095 0.17825944] [ 0.48454548] [ 0.08400242 0.45276509 0.59638215 0.46559838 0.42219415 0.84373782 0.35788788 0.32139309 0.38664717 0.41227784] [-0.11271771] [ 0.76647369 0.62798517 0.55374765 0.27475749 0.41532508 0.34267056 0.66439656 0.58685604 0.66348222 0.44716835] [-0.05335695] [ 0.1082504 0.50595523 0.45858884 0.48649799 0.3898893 0.68196534 0.41034843 0.45995155 0.51218338 0.35066193] [ 0.07918959] [ 0.32215837 0.77869439 0.41065299 0.67748295 0.37565715 0.75413063 0.48619912 0.41186054 0.69092697 0.68920366] [-0.08415476] [ 0.41543912 0.80184857 0.38728707 0.6487328 0.43112576 0.75150444 0.56391077 0.44801917 0.66839604 0.72437575] [-0.02077477] [ 0.25606134 0.45150572 0.528839 0.26387096 0.43814641 0.51874524 0.39079232 0.48673988 0.46789439 0.24885038] [-0.38438264] [ 0.08391036 0.4982889 0.54272288 0.51217628 0.28250279 0.72263268 0.41375621 0.58248798 0.4982732 0.1757129 ] [-0.26184782] [ 0.30131516 0.47076227 0.46674887 0.56259259 0.42292055 0.66387104 0.44399523 0.49993731 0.3746951 0.42333041] [-0.0688682] [ 0.15636003 0.51468556 0.47926264 0.48447335 0.46811303 0.73557364 0.58499615 0.608024 0.36855331 0.41178889] [-0.00248415] [ 0.67185745 0.54602163 0.52142944 0.42635342 0.3418498 0.54199893 0.47469272 0.40002866 0.60635123 0.56227516] [ 0.19577466] [ 0.34054115 0.54240202 0.51669285 0.59204035 0.36723291 0.75963817 0.41422091 0.38790461 0.47405756 0.64142593] [-0.33303952] [ 0.2232616 0.69377118 0.39128283 0.67369351 0.41329108 0.6079476 0.39615123 0.48606309 0.52723832 0.51035324] [-0.31344632] [ 0.29914274 0.71767474 0.32968341 0.65726451 0.33832277 0.60692427 0.43479045 0.46475023 0.63353254 0.54356637] [ 0.12085467] [ 0.15705266 0.42965142 0.64569308 0.2694351 0.53740318 0.76080483 0.39845995 0.35252958 0.49196229 0.42836191] [ 0.29379519] [ 0.062403 0.49300518 0.51403964 0.57612715 0.41955908 0.73781874 0.44724792 0.43010313 0.48439142 0.32558725] [ 0.02289278] [ 0.40939865 0.5464901 0.35204461 0.65758288 0.29079282 0.57160101 0.36689839 0.46504089 0.54607357 0.47698677] [-0.1689518] [ 0.72390261 0.69801706 0.34572956 0.48188474 0.25902038 0.50978696 0.45827042 0.42339503 0.58208566 0.56096078] [-0.15341259] [ 0.45186809 0.77873253 0.32057811 0.65804046 0.30323179 0.6890748 0.37231645 0.45791688 0.59355799 0.7468387 ] [ 0.40271856] [ 0.71960709 0.49385975 0.58989147 0.27586027 0.48170643 0.32888275 0.53400791 0.4481397 0.51215861 0.5436559 ] [ 0.48633211] [ 0.49158253 0.44391116 0.51759783 0.33076022 0.50462573 0.61489771 0.45144597 0.53058073 0.58780753 0.41985304] [ 1.02747409] [ 0.62295282 0.59059112 0.57404987 0.39452334 0.63878915 0.59298024 0.50112227 0.51259789 0.5526181 0.59525929] [-0.20618074] [ 0.13731288 0.61020615 0.41770075 0.65101604 0.27299114 0.67196793 0.35189782 0.60670795 0.4641971 0.32285059] [-0.01075507] [ 0.44493764 0.55457212 0.48729082 0.50080326 0.55493319 0.67739633 0.41861749 0.50009074 0.49167403 0.59128789] [-0.23016014] [ 0.4042936 0.50461188 0.50265167 0.30553717 0.41574233 0.59453577 0.40719866 0.5205025 0.41755146 0.41912266] [ 0.78419449] [ 0.62020566 0.55301755 0.5024313 0.35996242 0.28756652 0.32141456 0.5244337 0.54206018 0.59772788 0.35780102] [ 0.42553697] [ 0.61866945 0.79878802 0.44929354 0.50578802 0.34909175 0.42251084 0.60466802 0.64881231 0.70793887 0.56379535] [-0.58186708] [ 0.50087449 0.82831897 0.3216273 0.54933812 0.33195151 0.64166684 0.42489219 0.4984175 0.66725836 0.72300352] [-0.04409797] [ 0.7803024 0.47994571 0.54439831 0.33140478 0.41083983 0.33030293 0.50945061 0.48068189 0.51059868 0.51299787] [ 0.46478451] [ 0.27263902 0.53363542 0.46383741 0.48358441 0.34300951 0.57343935 0.42291287 0.60749833 0.58380817 0.39832443] [ 0.14952323] [ 0.14486356 0.51967021 0.64483524 0.3534866 0.39721155 0.70296097 0.36557186 0.44558148 0.54517212 0.28468941] [-0.35820485] [ 0.60405314 0.39096555 0.67700725 0.23635246 0.51424447 0.54875368 0.51227204 0.33985029 0.36604955 0.52889739] [ 0.32950647] [ 0.37951686 0.66273269 0.38287701 0.60717621 0.3631338 0.57459608 0.36600814 0.48367912 0.54441206 0.62322063] [-0.07053572] [ 0.15177323 0.30864893 0.67345248 0.39850341 0.5045203 0.67021906 0.44552586 0.38761391 0.31382908 0.45205079] [ 0.26908137] [ 0.14304591 0.38365786 0.7483239 0.30200419 0.46255587 0.71237305 0.43326053 0.40439539 0.51064198 0.2207666 ] [ 0.39895347] [ 0.09009298 0.33354288 0.60785453 0.4747513 0.42220462 0.86374251 0.39082286 0.37452204 0.38143575 0.40035875] [ 0.27619755] [ 0.08028909 0.39364833 0.57256952 0.47293745 0.44706323 0.85266582 0.37362283 0.4137763 0.34608352 0.30963973] [ 0.04426141] [ 0.37313473 0.59121063 0.40665428 0.69164978 0.33846792 0.60915945 0.42171163 0.4512298 0.42174867 0.52076442] [ 0.43780089] [ 0.06688181 0.37888594 0.71209203 0.40022245 0.49093179 0.88713782 0.37232237 0.29757183 0.36916599 0.37511005] [-0.60349402] [ 0.34899067 0.51676256 0.48062641 0.52126382 0.4409646 0.55735418 0.44778085 0.42470924 0.34609732 0.40736639] [-0.31311107] [ 0.43723851 0.51116651 0.60218864 0.54368188 0.54381264 0.70104339 0.46015087 0.44641798 0.4786337 0.49549505] [-0.06519644] [ 0.46914843 0.61189596 0.43002685 0.50682511 0.39353154 0.46940672 0.51168233 0.58821764 0.47963646 0.5493677 ] [-0.20983211] [ 0.63757303 0.64691364 0.46343488 0.61071591 0.26207423 0.53013054 0.37731578 0.30444628 0.52191831 0.55968236] [-1.11406039] [ 0.88112003 0.74368144 0.51807591 0.40969589 0.41574386 0.42806844 0.61997291 0.46611509 0.74411754 0.58258736] [ 0.47830857] [ 0.30209917 0.38296043 0.62822691 0.31885589 0.58395013 0.70851288 0.35436542 0.51305696 0.46667823 0.38674749] [ 0.18058642] [ 0.09899521 0.61448626 0.4634919 0.49146185 0.35289749 0.74766392 0.32721409 0.54416466 0.39577766 0.42104365] [-0.04815994] [ 0.29739357 0.37045329 0.69782352 0.3261305 0.55558948 0.77517849 0.42225689 0.38395568 0.35820632 0.49249485] [ 0.04162563] [ 0.19842761 0.39970802 0.65213626 0.29211509 0.5683457 0.672396 0.36485808 0.50342625 0.36692229 0.51740726] [-0.65252611] [ 0.77424642 0.68998836 0.56307833 0.39781957 0.52564357 0.51755265 0.59370686 0.46462736 0.57867239 0.67779471] Progress: 98.0% ... Training loss: 0.289 ... Validation loss: 0.474[ 0.36489137] [ 0.05378193 0.53696884 0.4831181 0.56709758 0.33918023 0.76718754 0.34029919 0.34709969 0.54042106 0.32087205] [-0.32455215] [ 0.76836405 0.51676694 0.5535008 0.32861795 0.36675513 0.52122302 0.5040875 0.33974537 0.45739193 0.57774676] [ 0.38717197] [ 0.43319295 0.66491788 0.5213012 0.59480435 0.39961042 0.61686003 0.5663286 0.5203146 0.56689509 0.5968851 ] [ 0.15948263] [ 0.38840076 0.63453434 0.40586842 0.50228053 0.41974382 0.74446194 0.46420688 0.47855568 0.46252862 0.51982444] [ 0.18712564] [ 0.3685246 0.48944345 0.39063048 0.73880431 0.44701969 0.68574692 0.44942714 0.47108697 0.45648928 0.52196088] [ 0.72516595] [ 0.30412978 0.67448261 0.54244096 0.34902375 0.31585961 0.65913029 0.43008413 0.41241776 0.52429008 0.45986276] [ 0.5328616] [ 0.60455612 0.6085142 0.45298466 0.56725787 0.32806303 0.31754823 0.46660291 0.5281291 0.56459042 0.52466354] [ 0.33518481] [ 0.25137906 0.40404955 0.60737347 0.27599788 0.47285406 0.63292436 0.47103539 0.35385877 0.40391883 0.34716639] [ 1.65903482] [ 0.74367023 0.39507416 0.60023714 0.42226237 0.41642808 0.48722366 0.49244923 0.43948085 0.48557887 0.37807269] [ 0.0811915] [ 0.39584424 0.36104433 0.63775591 0.30945967 0.50810024 0.71399278 0.42135096 0.62435255 0.54362179 0.44466903] [ 0.03412555] [ 0.1302226 0.58686833 0.59694665 0.39093351 0.34824067 0.7594404 0.35842152 0.48787076 0.56857369 0.31701589] [-1.59915808] [ 0.67396007 0.7570844 0.41633091 0.58318891 0.34845156 0.25485627 0.5887256 0.7167023 0.7265022 0.55109885] [ 0.37090404] [ 0.17631057 0.4618947 0.41874481 0.33792823 0.51390994 0.82340794 0.30671208 0.40792042 0.34151783 0.50717011] [-0.65640701] [ 0.54502555 0.50721003 0.53163675 0.52036158 0.54214356 0.52092564 0.44302597 0.42467354 0.46806064 0.54891847] [-0.18701002] [ 0.26853009 0.5319518 0.64358571 0.24702478 0.36042801 0.77391346 0.47039242 0.4342704 0.45090714 0.42598577] [-0.01604222] [ 0.2819385 0.62518314 0.39881944 0.54679483 0.43306633 0.71949097 0.50450031 0.62210744 0.43841028 0.54042137] [-0.42135673] [ 0.64089548 0.60858183 0.54070281 0.4169932 0.38265883 0.43675305 0.56920888 0.46985468 0.53521618 0.43859459] [-0.31012078] [ 0.11272636 0.64031285 0.36800217 0.57573 0.33398115 0.71152214 0.36917189 0.59035466 0.61838145 0.44312377] [-0.41190536] [ 0.39239737 0.37265672 0.63357995 0.44189477 0.44270472 0.59195072 0.54015334 0.47446958 0.3426693 0.38106577] [ 0.35251326] [ 0.35032853 0.6284711 0.50031502 0.46661644 0.37768167 0.72983742 0.38417742 0.48879723 0.46129957 0.59634317] [ 0.22639386] [ 0.29112939 0.4897227 0.50994977 0.61343002 0.42866553 0.72248515 0.5024959 0.47874511 0.39218011 0.40714061] [ 0.38009318] [ 0.13964874 0.4954092 0.49393858 0.50346572 0.43925626 0.71447888 0.36733572 0.34868733 0.45159491 0.4332127 ] [-0.38992948] [ 0.18831648 0.37889335 0.66147498 0.52646607 0.3764192 0.70134146 0.40131843 0.40159859 0.50734829 0.3139637 ] [-0.06857195] [ 0.68345515 0.53420224 0.50906798 0.40740239 0.24846772 0.41427612 0.52400675 0.53681674 0.49457556 0.43238474] [ 0.01976889] [ 0.20142433 0.75106363 0.41429962 0.52391654 0.38796533 0.76770557 0.40120858 0.63582134 0.50024565 0.51421541] [-0.60178706] [ 0.41821122 0.72983368 0.38533292 0.50066891 0.30215221 0.44694282 0.42906257 0.52216135 0.56088587 0.6029726 ] [ 0.2384928] [ 0.12477541 0.55827548 0.40510903 0.63686758 0.44100383 0.85206683 0.3844914 0.56931684 0.54193989 0.49453459] [ 0.4816682] [ 0.83024033 0.53187601 0.54796086 0.35659514 0.29873873 0.27052038 0.5444396 0.54230198 0.58673243 0.50327802] [ 0.02364681] [ 0.40496066 0.65804028 0.413539 0.71898802 0.36573079 0.77109346 0.43563153 0.483653 0.50929326 0.62106921] [ 0.34810951] [ 0.5183037 0.63918682 0.4473989 0.48532558 0.33234578 0.43877694 0.50914993 0.50930815 0.56930535 0.51562397] [-0.28783836] [ 0.39864922 0.67258271 0.36768963 0.56993188 0.49845779 0.68144397 0.44320828 0.53879855 0.49016742 0.42547162] [ 0.47172498] [ 0.29839194 0.67721504 0.53254494 0.56176771 0.43975068 0.7449103 0.35067677 0.44229405 0.50299254 0.58054462] [-0.48887158] [ 0.55425467 0.61919703 0.42989634 0.44578648 0.4777927 0.42809004 0.46907502 0.43303591 0.54750479 0.57988112] [ 0.02856588] [ 0.29859669 0.64963524 0.32600769 0.68266634 0.31391459 0.60250137 0.30014279 0.36271044 0.51727373 0.51171302] [-0.28688235] [ 0.20982252 0.47505656 0.57631965 0.40374365 0.43858714 0.49426058 0.54961612 0.46989321 0.48044206 0.51319345] [-0.54839763] [ 0.41304678 0.61841853 0.60129866 0.28910973 0.37156124 0.47741544 0.49451915 0.6911251 0.58401633 0.44068738] [ 0.15673978] [ 0.25765841 0.71288964 0.3731831 0.6246436 0.34804444 0.76606523 0.50043932 0.55618988 0.55169776 0.7506494 ] [ 0.16106166] [ 0.1332402 0.40539436 0.60733901 0.54226179 0.45032248 0.77306722 0.3781959 0.31152172 0.34980652 0.32282778] [ 0.18438846] [ 0.21825251 0.41734423 0.70641656 0.36018251 0.53044991 0.68872419 0.44279375 0.3707455 0.49776481 0.34685079] [ 0.13568529] [ 0.80212417 0.54910659 0.61911144 0.39413491 0.4855478 0.45764431 0.57185169 0.54446217 0.56748903 0.51997355] [ 0.1310534] [ 0.66750082 0.50571415 0.55663276 0.44337942 0.37297024 0.47596592 0.54765071 0.38278481 0.5275322 0.5621244 ] [-0.09394103] [ 0.24569969 0.29838625 0.71564126 0.34310825 0.42651349 0.8280896 0.36701844 0.36803743 0.32004823 0.35027238] [-0.71442787] [ 0.61606725 0.69963599 0.55444415 0.5265316 0.27439013 0.46034544 0.54707062 0.67314394 0.62389682 0.42675182] [-0.08206603] [ 0.21736633 0.41281212 0.59917178 0.37423309 0.44528148 0.6064475 0.37117428 0.50202638 0.45392756 0.28256837] [ 0.33518481] [ 0.25137906 0.40404955 0.60737347 0.27599788 0.47285406 0.63292436 0.47103539 0.35385877 0.40391883 0.34716639] [-0.06228431] [ 0.36482511 0.6792265 0.39340945 0.71863394 0.26742268 0.53782163 0.50861294 0.67273567 0.52462724 0.57147002] [-0.20053509] [ 0.82492241 0.45186473 0.63234919 0.2945181 0.34243703 0.32613855 0.60468689 0.52263225 0.53276228 0.4296079 ] [ 1.50499412] [ 0.61070243 0.65401845 0.43324432 0.53018619 0.22970926 0.33160007 0.4124573 0.426545 0.66212001 0.369021 ] [ 0.09578865] [ 0.47172577 0.67100891 0.43876279 0.52094624 0.41413343 0.6965528 0.43864531 0.55913346 0.5267923 0.58555492] [ 0.38653942] [ 0.25509915 0.62950328 0.34960302 0.69353261 0.36368568 0.66497632 0.3386592 0.45837824 0.42805815 0.49602632] [ 0.27829036] [ 0.30877064 0.69348766 0.35175029 0.34865821 0.28018486 0.66134816 0.43916706 0.47907754 0.53187983 0.46871503] [-0.42168248] [ 0.42519419 0.36035094 0.69053464 0.38623282 0.38137859 0.55917448 0.52103131 0.43533694 0.47241727 0.30207894] [-0.69450727] [ 0.76950202 0.46734485 0.49169739 0.46872626 0.41312148 0.42421495 0.43245549 0.36296774 0.56943655 0.47805588] [-0.02512275] [ 0.54117137 0.65408005 0.56244346 0.44995817 0.40398347 0.52237358 0.53896472 0.62807226 0.63531984 0.48059629] [ 0.43069765] [ 0.45919129 0.63749251 0.55351425 0.60434253 0.418995 0.54491826 0.41906267 0.62488271 0.47619366 0.54625579] [-0.03676499] [ 0.14563176 0.51453549 0.45847094 0.55728214 0.38698606 0.77531394 0.37923087 0.44957077 0.57469945 0.45938177] [ 0.24153253] [ 0.63742154 0.59144496 0.51916744 0.28595436 0.42359364 0.43681064 0.56190721 0.5098025 0.57044201 0.38926447] [-0.06841828] [ 0.56716151 0.63758082 0.44309212 0.54247831 0.35883845 0.40167864 0.51686055 0.7055604 0.6735873 0.29383131] [ 1.49845865] [ 0.61439483 0.66521776 0.57292043 0.32610418 0.476134 0.45721896 0.55155107 0.5119382 0.56154007 0.53308011] [ 0.37201752] [ 0.49045931 0.61631141 0.55079435 0.26913613 0.3290524 0.40424916 0.57304727 0.72166327 0.54401939 0.37015027] [-0.33739533] [ 0.15900325 0.69487858 0.3548404 0.64703662 0.34043706 0.62975007 0.40251486 0.58504067 0.57311317 0.45047782] [ 0.29996354] [ 0.40201304 0.63837244 0.40936581 0.52859262 0.33134306 0.49859257 0.46290989 0.54801872 0.5431065 0.51110531] [ 0.04335299] [ 0.47190365 0.7145438 0.38165088 0.68416502 0.28575251 0.63315415 0.37060922 0.39630891 0.55428655 0.73475153] [-0.2391753] [ 0.40078706 0.75015969 0.42604098 0.66052402 0.4446582 0.64406883 0.47783355 0.38042127 0.53471887 0.58226897] [-0.23187604] [ 0.43455954 0.59512534 0.49465665 0.52593956 0.48329182 0.3928699 0.4341427 0.5927787 0.51799002 0.47944721] [ 1.18128298] [ 0.1955666 0.46349696 0.51393718 0.50439981 0.2519133 0.61746386 0.46599063 0.6619272 0.60005564 0.17133208] [-0.42372968] [ 0.55683581 0.44653308 0.68174267 0.26907467 0.58147706 0.65564751 0.45825078 0.43218417 0.58459652 0.53953601] [ 0.45357155] [ 0.3400677 0.74938516 0.24959065 0.62414023 0.22802251 0.64433674 0.4164823 0.53865581 0.55539445 0.57670306] [ 0.90294397] [ 0.77737331 0.48105387 0.5430672 0.33779544 0.37734936 0.34299362 0.48614561 0.4270322 0.47481141 0.44577684] [-0.21892719] [ 0.787278 0.5886649 0.49010523 0.33112093 0.34116129 0.39055914 0.49922495 0.45613236 0.51969323 0.51333261] [-0.51811449] [ 0.25122514 0.55873315 0.49823271 0.62160715 0.38028559 0.69939911 0.4761671 0.53232325 0.47485383 0.39556869] [ 0.1327137] [ 0.42416128 0.48829185 0.46812773 0.57840343 0.36395324 0.60604664 0.52809403 0.61287787 0.46172527 0.42004009] [-0.21776783] [ 0.359345 0.78004656 0.47781306 0.55935617 0.44312182 0.67235818 0.52155207 0.46693427 0.62776877 0.66292517] [ 0.34472174] [ 0.43042972 0.62889545 0.44870705 0.58882763 0.26238267 0.59627658 0.48528251 0.5954804 0.52088255 0.5751636 ] [ 0.76496942] [ 0.59872448 0.55303327 0.4744663 0.44902593 0.35616023 0.5157705 0.54872228 0.52733817 0.64280114 0.50933283] [-0.24117256] [ 0.31224254 0.3531076 0.56574162 0.39980853 0.54935462 0.59664674 0.4628858 0.31351696 0.4393209 0.33903638] [-0.25180318] [ 0.26989921 0.74219072 0.436231 0.65496265 0.42966515 0.57658835 0.34952752 0.48636209 0.4902183 0.60558376] [-1.26579792] [ 0.64210397 0.31122934 0.70500944 0.22747313 0.452615 0.46936235 0.50460228 0.65521769 0.4458962 0.25827061] [-0.35136094] [ 0.69192438 0.5405804 0.55628319 0.33901356 0.52868479 0.5089888 0.42868802 0.3695357 0.5159367 0.60856753] [-0.11655411] [ 0.38489718 0.6982558 0.41588549 0.56035708 0.39450255 0.61841801 0.40141275 0.39144507 0.583792 0.7469294 ] [ 0.56190876] [ 0.08068284 0.69043542 0.43463669 0.59737141 0.37378771 0.83640322 0.2647116 0.43137973 0.46295921 0.53790518] [ 0.63775888] [ 0.51646475 0.60926227 0.42857671 0.42649412 0.31984552 0.54016926 0.59733499 0.76097333 0.50840692 0.34763627] [ 0.16465648] [ 0.19760265 0.64162986 0.43675266 0.51432724 0.41267866 0.76366528 0.44859484 0.54603163 0.48664167 0.57378994] [-0.50091578] [ 0.26683842 0.45759396 0.55082938 0.43714476 0.49471406 0.65161391 0.51214975 0.38116264 0.42070547 0.33978422] [-0.1461516] [ 0.58288331 0.75418729 0.38312516 0.64868382 0.30764704 0.65960531 0.42337474 0.34054362 0.62193016 0.70676637] [-0.50584038] [ 0.5474414 0.33468296 0.72914132 0.26372913 0.62145556 0.41390035 0.43345669 0.50818528 0.35292703 0.42947132] [ 0.45403931] [ 0.07367357 0.62980121 0.47277665 0.61858703 0.43957517 0.86646908 0.40749648 0.44937609 0.41802577 0.42552291] [ 0.0896674] [ 0.62631599 0.48625792 0.64535513 0.32007166 0.48217905 0.54280218 0.4426464 0.51006939 0.55796365 0.41144284] [-0.01474257] [ 0.47924018 0.68381757 0.40855874 0.67738149 0.26389829 0.74604717 0.33627069 0.40242904 0.51096429 0.68698321] [ 0.69498997] [ 0.76363381 0.46548811 0.60354089 0.2703567 0.42992203 0.45799804 0.60609777 0.57353442 0.51984022 0.37935209] [-0.28741373] [ 0.65197317 0.55395584 0.62657659 0.37205362 0.47999572 0.49417011 0.53571501 0.38284932 0.62235089 0.59648138] [-0.25150235] [ 0.49038503 0.5325554 0.47960009 0.47024883 0.43947523 0.44654218 0.61629426 0.48014478 0.51315572 0.42510573] [ 0.36657044] [ 0.18548395 0.14956743 0.78183189 0.23830655 0.65216224 0.84998161 0.40013423 0.25868688 0.25968726 0.38845114] [-0.305922] [ 0.2731253 0.61765345 0.37377318 0.61521072 0.37709831 0.57891381 0.3758793 0.54767872 0.58681327 0.55173696] [ 0.21042762] [ 0.19075252 0.39835172 0.55810376 0.40741706 0.59807233 0.76547732 0.35910801 0.41261393 0.32189884 0.45713727] [-0.41972226] [ 0.67079663 0.54362015 0.50403791 0.44404466 0.45149699 0.46987914 0.46678506 0.45827876 0.59611443 0.5800117 ] [ 0.47596223] [ 0.40314735 0.74196134 0.39134844 0.53669942 0.34575461 0.75121345 0.49057446 0.5481691 0.572218 0.6298683 ] [ 0.10724077] [ 0.19109707 0.66663262 0.3621572 0.60687575 0.36126491 0.82177966 0.34387834 0.55807964 0.53587079 0.56202966] [ 0.89614977] [ 0.7208211 0.77048879 0.47863768 0.41450756 0.27909224 0.32685684 0.59052943 0.65359437 0.70416481 0.61143242] [ 0.27298921] [ 0.72827889 0.54134625 0.54898382 0.5298281 0.33299478 0.49022725 0.40568655 0.37610017 0.60473561 0.59318563] [-0.25517571] [ 0.19084243 0.62248976 0.45991461 0.43942779 0.42347877 0.56936961 0.44846951 0.46640636 0.53750497 0.61716626] [ 0.47094966] [ 0.87413946 0.58458123 0.49019469 0.33678069 0.27535411 0.23836634 0.59842619 0.57556487 0.6465871 0.38750412] [ 0.28920551] [ 0.32756194 0.62930417 0.40100633 0.61036518 0.33480202 0.65552127 0.46089244 0.59191607 0.53046446 0.50368385] [-0.03052558] [ 0.1859999 0.46036929 0.60862542 0.29982273 0.45737729 0.72486228 0.45688913 0.44608174 0.43754626 0.42241361] [ 1.04968068] [ 0.53861622 0.52611731 0.60692569 0.49358418 0.41993834 0.52841163 0.45129925 0.60412328 0.45552548 0.36662538] [ 0.17694599] [ 0.31011019 0.807364 0.38863247 0.68805362 0.41749511 0.71089646 0.44770396 0.40955733 0.53381744 0.70756981] [ 1.33232649] [ 0.81945215 0.61898474 0.62564748 0.31519333 0.49756396 0.43560631 0.58248487 0.4674738 0.66837884 0.58175772] [-0.17817972] [ 0.72995506 0.61433513 0.4666234 0.54630285 0.26278965 0.45059276 0.51366768 0.48454651 0.62172315 0.53544223] [ 0.10219858] [ 0.38095961 0.54671853 0.37685181 0.44852902 0.38644061 0.72885127 0.46499723 0.56589758 0.41366709 0.46066177] [-0.33913967] [ 0.57712087 0.53041313 0.57651431 0.56517434 0.46335016 0.58493601 0.35993168 0.58678174 0.55079556 0.42961174] [ 0.03555455] [ 0.21453583 0.42885527 0.55881136 0.33910032 0.46623896 0.70186991 0.439705 0.40579787 0.33024941 0.59584797] [ 0.09622379] [ 0.49306374 0.60984798 0.4093782 0.58418502 0.28082666 0.30458514 0.51634599 0.53476375 0.56235895 0.46010538] [-0.84298387] [ 0.85899199 0.39161106 0.64200734 0.36578832 0.28552871 0.22482542 0.53878227 0.48886183 0.51009608 0.28110349] [ 0.25169149] [ 0.22155325 0.605648 0.25247476 0.57241326 0.33809288 0.8111224 0.33213702 0.63576901 0.38967977 0.41749541] [ 0.1272297] [ 0.16269881 0.30645092 0.66761928 0.26709022 0.55688313 0.69296689 0.43634025 0.21386818 0.41138566 0.31371048] [ 0.08794446] [ 0.4384568 0.64583484 0.40995236 0.66647861 0.27196387 0.7046331 0.39656665 0.40785429 0.55122419 0.66561645] [ 0.21341847] [ 0.48836421 0.43994734 0.67559669 0.40330359 0.54528425 0.54746314 0.50320497 0.51622072 0.50571576 0.33993838] [ 0.09651358] [ 0.1964321 0.54644313 0.49124079 0.66358685 0.36821651 0.67787177 0.30748495 0.48237821 0.4960189 0.38465915] [-0.43590137] [ 0.47639023 0.638569 0.4680515 0.57652599 0.30971957 0.64910437 0.45099878 0.41692506 0.56800196 0.60945224] [-0.59763727] [ 0.34887463 0.58247731 0.66288098 0.33597205 0.50118486 0.57970976 0.44659051 0.45622393 0.50171769 0.45413104] [ 0.18360302] [ 0.62305984 0.60201605 0.48536028 0.52661088 0.50175581 0.65949409 0.44593763 0.46389894 0.4918102 0.55554822] [-0.39860369] [ 0.21536096 0.61941511 0.3999087 0.51089469 0.26922406 0.67274472 0.38735652 0.57880408 0.43817455 0.29765293] [ 0.35742189] [ 0.71291559 0.67963752 0.53423686 0.54239558 0.44220588 0.52104107 0.54004821 0.54114778 0.58881341 0.62455811] [-0.05444532] [ 0.28115977 0.24544032 0.743127 0.29044211 0.36719169 0.6173132 0.51863684 0.5180003 0.44968725 0.18514555] [-0.92119111] [ 0.24996731 0.40543164 0.53541226 0.39338701 0.4755423 0.42699177 0.56812059 0.50936381 0.51704996 0.39667123] [-0.01792953] [ 0.19721036 0.6834106 0.38572737 0.61557076 0.34359975 0.56620869 0.53999591 0.61310816 0.51916387 0.51619949] [-0.43743947] [ 0.66426546 0.66134458 0.38647273 0.59962572 0.40709909 0.44877851 0.48004653 0.58028457 0.55106255 0.68685235] [-0.11911285] [ 0.55487147 0.44306623 0.57616102 0.25157252 0.47710934 0.45588981 0.49568084 0.44467141 0.4776108 0.44301504] Progress: 98.3% ... Training loss: 0.287 ... Validation loss: 0.468[ 0.04260188] [ 0.21236548 0.79545168 0.43521133 0.68762511 0.36821183 0.82417787 0.5017946 0.53694915 0.65216526 0.68021223] [-0.42348758] [ 0.76534693 0.51144748 0.58009336 0.33086764 0.45092656 0.48351177 0.57053359 0.42924397 0.54519946 0.65999504] [ 0.27052644] [ 0.05505548 0.42078307 0.59169551 0.52808021 0.43946444 0.88360015 0.43306479 0.39153374 0.45819746 0.4024817 ] [ 0.07767093] [ 0.09685099 0.44520008 0.58767579 0.48868875 0.45513643 0.77306341 0.4334626 0.37189114 0.46561607 0.38815628] [ 0.77008471] [ 0.21474469 0.46093475 0.53711171 0.40898523 0.44814794 0.59143871 0.44290676 0.52283985 0.36674691 0.34855935] [-0.13230368] [ 0.57381106 0.63756149 0.41982223 0.55294033 0.34037015 0.58776169 0.45261742 0.40131994 0.56558269 0.6785721 ] [-0.05620543] [ 0.11941616 0.4015252 0.65596986 0.35777382 0.5082738 0.78839039 0.46015251 0.36212345 0.43531061 0.35206656] [-0.30254669] [ 0.34381229 0.64964607 0.47373865 0.57122235 0.42195176 0.48555773 0.41297738 0.60323466 0.59668814 0.40259546] [-0.83609386] [ 0.25505508 0.3926394 0.6953484 0.32855139 0.30690304 0.59193049 0.46053063 0.48351796 0.51219844 0.19409089] [ 0.20094081] [ 0.12438704 0.30371824 0.73258071 0.36001449 0.42832429 0.73362979 0.31445378 0.37841397 0.40678132 0.19844989] [ 0.26918231] [ 0.71050574 0.6584131 0.56249129 0.50937131 0.44348766 0.46408385 0.54967323 0.56836115 0.65071458 0.48363826] [-0.78006409] [ 0.19401732 0.16601614 0.74049712 0.21469619 0.54834844 0.49737325 0.49678452 0.3781596 0.35951107 0.12632569] [ 0.75260634] [ 0.59956119 0.54199691 0.58667338 0.56576339 0.43460251 0.52783748 0.4000738 0.52723391 0.47822712 0.51457727] [ 0.2518974] [ 0.48273625 0.56708734 0.55878284 0.63497985 0.58858697 0.63710603 0.47944578 0.52722618 0.53477122 0.4827845 ] [-0.24446022] [ 0.58904687 0.60328585 0.46510465 0.55780969 0.26706776 0.42605059 0.55114413 0.47114136 0.60228202 0.50614597] [ 0.67640054] [ 0.84982766 0.73985529 0.53947902 0.35514582 0.39985641 0.37439873 0.58294304 0.45623867 0.63583104 0.61433849] [ 0.04108543] [ 0.18633626 0.6726287 0.37072876 0.64090438 0.37483439 0.79009632 0.34015583 0.64248608 0.60096187 0.51424911] [ 0.2495404] [ 0.16604167 0.40223999 0.53983157 0.39868759 0.527421 0.83082983 0.42715845 0.49669493 0.47846034 0.61567479] [-0.31060155] [ 0.3526565 0.67378877 0.41611432 0.60148275 0.50566012 0.54245496 0.4851159 0.36391421 0.46749005 0.60525551] [ 0.36245086] [ 0.08878716 0.56039534 0.40547952 0.63112337 0.36825742 0.78453746 0.35294368 0.46812361 0.48893071 0.45794647] [ 0.09360415] [ 0.20906312 0.51595294 0.58485588 0.36867278 0.4253915 0.70850499 0.40337521 0.36613964 0.46492487 0.40273444] [ 0.07585395] [ 0.17560419 0.65111871 0.37428765 0.57871005 0.34562066 0.83102415 0.30827437 0.71285177 0.56807789 0.54044616] [-0.17414918] [ 0.32675032 0.53306738 0.47932744 0.60033558 0.44315565 0.66389204 0.45528708 0.53331276 0.58203309 0.45785197] [ 0.73064123] [ 0.44242135 0.41747942 0.59885628 0.28684347 0.50487606 0.67765085 0.41597828 0.54992089 0.53939713 0.40465266] [ 0.10782213] [ 0.3459586 0.70963581 0.39855611 0.50941856 0.21268955 0.41187683 0.42812957 0.77704077 0.59194332 0.33714221] [ 0.18444673] [ 0.14453073 0.61283901 0.39810171 0.42475304 0.35051079 0.78647994 0.3371293 0.47811261 0.45469241 0.4943014 ] [-0.21668539] [ 0.12245447 0.62046116 0.45253238 0.45606233 0.31783759 0.65285427 0.38856596 0.5268194 0.47907515 0.33967795] [ 0.02895939] [ 0.45253846 0.32550322 0.64153004 0.4252729 0.55348545 0.52872717 0.42182059 0.46008665 0.37030894 0.37357435] [-0.13367911] [ 0.12581082 0.5675135 0.59213395 0.5029465 0.33148428 0.61995734 0.38249761 0.52431584 0.59958786 0.27399085] [ 0.19047869] [ 0.54262091 0.68539669 0.44138389 0.66677789 0.27014041 0.64619796 0.3522682 0.30244109 0.51009424 0.66057568] [ 1.49641252] [ 0.81193148 0.44408088 0.60185593 0.28308918 0.33701661 0.27935742 0.52956627 0.66249905 0.52623217 0.31815623] [-0.60087359] [ 0.65264119 0.62270413 0.52010376 0.27496129 0.35158359 0.41790847 0.48941057 0.56840066 0.51190919 0.51757315] [-0.11598269] [ 0.38333589 0.73512234 0.39756357 0.56962796 0.37509856 0.6777572 0.38516728 0.41022368 0.58097339 0.65437791] [-0.82141677] [ 0.71941147 0.63802473 0.46161156 0.48784882 0.24483522 0.39301889 0.51167693 0.51256436 0.55797742 0.43386835] [-0.20579763] [ 0.2578719 0.37483474 0.70486299 0.25911526 0.42960986 0.71733356 0.44348151 0.40646517 0.35398546 0.41097035] [-0.62353557] [ 0.28827765 0.80145721 0.37905344 0.70220672 0.38011637 0.65774064 0.43450341 0.69283928 0.55397657 0.51831017] [ 0.31571076] [ 0.6566697 0.72223471 0.4472453 0.39757914 0.43477916 0.51375952 0.47470848 0.51130251 0.58046141 0.52050836] [ 0.09211341] [ 0.5813753 0.70478566 0.50106789 0.55348635 0.37898042 0.65611449 0.57963083 0.58055958 0.59845025 0.66466078] [-0.17863634] [ 0.45531584 0.54095199 0.45870915 0.4579835 0.30594369 0.31552407 0.45647633 0.49957902 0.60305739 0.28342769] [-0.21449198] [ 0.13504784 0.62787557 0.46779166 0.37741805 0.27861908 0.72674077 0.39095404 0.5928533 0.46702604 0.36520689] [-0.17695] [ 0.18622984 0.32204533 0.73914086 0.35200783 0.48305954 0.79361509 0.39644689 0.4214003 0.48091972 0.33472357] [-0.09594258] [ 0.08276041 0.57207975 0.52898579 0.56950668 0.29924357 0.7569482 0.39376021 0.49088618 0.48332166 0.36260316] [-0.19117782] [ 0.29462142 0.75144874 0.43802662 0.6235604 0.45209845 0.66895709 0.46383296 0.38783211 0.52751045 0.54287054] [ 0.32708684] [ 0.60684472 0.60494401 0.64052693 0.37302524 0.45302314 0.50836769 0.5872497 0.51218442 0.64247781 0.4788584 ] [ 0.01858443] [ 0.60702236 0.6053232 0.45519401 0.61401448 0.28432298 0.36027352 0.50692895 0.45892379 0.56568638 0.55560957] [-0.42920109] [ 0.35514364 0.76946886 0.35869132 0.61843621 0.26076517 0.63037351 0.34624883 0.47952321 0.57053738 0.58980495] [-0.90411696] [ 0.89240765 0.7078312 0.53767524 0.3754271 0.46456945 0.48444287 0.62297963 0.47248372 0.59565622 0.75199303] [ 0.07197812] [ 0.34856654 0.54259662 0.5193473 0.58852962 0.36351829 0.75237485 0.41814437 0.39674987 0.47909527 0.63372973] [-0.09129934] [ 0.76545452 0.33364921 0.66960542 0.20246726 0.46071885 0.50667469 0.53585353 0.40210859 0.42491926 0.42954602] [-0.17813849] [ 0.32418284 0.60966531 0.42601459 0.24972724 0.32629801 0.37015721 0.48006292 0.66978309 0.58263426 0.28950266] [-0.24711673] [ 0.23431119 0.56204372 0.42187476 0.36999427 0.3966107 0.80226439 0.39171766 0.63124161 0.49967113 0.46028765] [ 0.78539565] [ 0.62693753 0.51800575 0.54998964 0.53344605 0.5456498 0.51212512 0.46804692 0.58449374 0.5566967 0.44939538] [-0.33902582] [ 0.79066272 0.58878238 0.49207276 0.32878566 0.33860315 0.38196809 0.50208674 0.46352126 0.52292646 0.50608795] [-0.12359477] [ 0.2131572 0.44343045 0.58461997 0.33989615 0.45467488 0.67482939 0.44011709 0.4189636 0.45570542 0.38873808] [ 0.00819727] [ 0.06784656 0.53044485 0.42551204 0.597168 0.35382447 0.68793296 0.34223302 0.47518189 0.50905728 0.30319695] [-0.690024] [ 0.79724014 0.64259636 0.50431858 0.40047717 0.37206855 0.38593809 0.49470952 0.37360854 0.65579913 0.56698846] [-0.44419971] [ 0.37965754 0.32183589 0.69914754 0.24661205 0.51019303 0.57327127 0.5168258 0.47639121 0.45555997 0.33526963] [-0.2096147] [ 0.36726891 0.56598851 0.64735946 0.24968296 0.47667491 0.65971617 0.46357642 0.51911373 0.47080683 0.47920116] [ 0.07227444] [ 0.85776418 0.54431611 0.55572793 0.51828802 0.5289157 0.3925635 0.54464953 0.51007581 0.59392253 0.76535737] [ 0.2369609] [ 0.08069261 0.65189672 0.3595594 0.58778159 0.40224923 0.7153888 0.28741824 0.4516236 0.3582408 0.48631459] [-0.4029583] [ 0.5121676 0.58398917 0.55752291 0.33132477 0.44237511 0.64791355 0.44692274 0.5214613 0.53144018 0.60613741] [-0.00821315] [ 0.46870492 0.44237081 0.62842132 0.37954711 0.38635777 0.47520062 0.53299844 0.47234783 0.56709666 0.25247034] [-0.97702188] [ 0.88654074 0.60056123 0.49127052 0.47053664 0.3469227 0.30827027 0.52861344 0.37861999 0.6035558 0.55957235] [-0.7770479] [ 0.56517151 0.57184416 0.64778885 0.19434637 0.55606657 0.55003611 0.46226858 0.51352863 0.56283548 0.47381892] [-0.08857768] [ 0.30577514 0.78669685 0.33561691 0.64292048 0.30068542 0.65250645 0.40668897 0.42841326 0.48277625 0.6824544 ] [-0.40748389] [ 0.41159391 0.62338465 0.50772548 0.461887 0.31378197 0.52010593 0.547627 0.65159539 0.5619534 0.36566846] [ 0.2763239] [ 0.73366396 0.61612428 0.48901833 0.50697697 0.30221029 0.35458105 0.51568501 0.47229688 0.60985604 0.57783649] [-0.72092215] [ 0.37953997 0.60866856 0.4318119 0.61404773 0.28927768 0.53630431 0.43550292 0.38826672 0.53914778 0.43526818] [-0.28913187] [ 0.33987388 0.42043894 0.62933928 0.37352122 0.49412942 0.70182555 0.43983778 0.31056312 0.43578579 0.39358138] [-0.08654949] [ 0.24548652 0.36166531 0.68908142 0.22535971 0.53463918 0.69899349 0.43505229 0.38688384 0.35344778 0.40050685] [-0.19973516] [ 0.21467243 0.39766213 0.52174854 0.43874798 0.49447502 0.65779527 0.47915787 0.56486955 0.47657847 0.37633873] [ 0.6864505] [ 0.67362245 0.53391195 0.58535198 0.5820122 0.42052622 0.55846001 0.40291636 0.50101395 0.56706661 0.49336279] [ 0.04874505] [ 0.32972211 0.694519 0.39804601 0.59137626 0.47155746 0.62427081 0.38484233 0.31875127 0.46072046 0.63569602] [ 0.13504938] [ 0.37641504 0.54314106 0.47111213 0.51105688 0.42144237 0.64579734 0.43646904 0.40558367 0.44013076 0.55372857] [ 0.19278882] [ 0.1609743 0.43628851 0.52087189 0.32374303 0.49832838 0.7678587 0.35974656 0.36257184 0.37692726 0.39840919] [ 0.3184207] [ 0.24995673 0.56378367 0.47971725 0.41236778 0.45606668 0.57509527 0.42944949 0.46009973 0.57689187 0.32516058] [ 0.07310078] [ 0.43526086 0.57648357 0.51087182 0.19202368 0.31474573 0.470029 0.49128736 0.67363288 0.55570887 0.26950913] [-0.12569384] [ 0.69550374 0.50273665 0.57017489 0.23632035 0.46300932 0.45435539 0.55082706 0.52513405 0.53235121 0.37274479] [-0.36380323] [ 0.72991926 0.41306351 0.61817646 0.32777192 0.52830483 0.46567761 0.60699667 0.37102131 0.46718665 0.37334582] [ 0.26129865] [ 0.8457817 0.5090815 0.55340328 0.37927296 0.29397247 0.34465321 0.48897406 0.33020435 0.49962437 0.45096155] [ 0.04251537] [ 0.28300423 0.63731459 0.43768136 0.65920568 0.5536871 0.63321344 0.40301027 0.37593164 0.4375767 0.58002149] [-0.43943396] [ 0.8219318 0.55050731 0.49255685 0.46523715 0.3096981 0.36707869 0.48570558 0.43133265 0.54383347 0.53963122] [-0.34895626] [ 0.67665413 0.4136896 0.67041397 0.45743021 0.59825859 0.5719411 0.45021426 0.466063 0.48111062 0.52377455] [-0.58675194] [ 0.51505914 0.58865061 0.49309296 0.60400949 0.37294512 0.53187773 0.45374724 0.56627758 0.56337827 0.35448112] [ 0.02381752] [ 0.37394749 0.62844636 0.48616942 0.49764524 0.43804084 0.62516795 0.52063032 0.51256889 0.58261242 0.51232107] [-1.35732311] [ 0.50800145 0.44477068 0.55256705 0.21331564 0.42827712 0.44853669 0.53486903 0.69160559 0.59894814 0.27977419] [ 0.4621855] [ 0.31118871 0.6265344 0.39892661 0.64347853 0.32437197 0.59818826 0.42352126 0.55056519 0.50682621 0.4771189 ] [ 0.59674752] [ 0.6648934 0.5595811 0.53293791 0.448814 0.41827786 0.45919069 0.42300277 0.48471634 0.61016286 0.60006336] [ 0.07359876] [ 0.49807363 0.66554311 0.53960954 0.5682593 0.44887388 0.54130633 0.52418335 0.5482614 0.5692537 0.57776331] [ 0.14500171] [ 0.09836318 0.6393094 0.40898776 0.56237481 0.33507219 0.7660659 0.2710373 0.49665727 0.39627416 0.47947314] [ 0.59041471] [ 0.79809965 0.50190678 0.54190066 0.5781381 0.45624117 0.34524337 0.50731096 0.56898054 0.59907148 0.62996155] [-0.10509872] [ 0.21231677 0.38119734 0.68938759 0.32831571 0.36209269 0.73256424 0.47767612 0.51004927 0.47076121 0.28824632] [-0.64617961] [ 0.44364296 0.62324331 0.51221157 0.57250677 0.24098629 0.49646931 0.49424558 0.72052613 0.54172527 0.32938374] [-0.05302791] [ 0.18112576 0.54778431 0.61451443 0.33940125 0.44967087 0.72010265 0.40418891 0.25880118 0.39017269 0.40458303] [ 1.42723005] [ 0.80864635 0.73449204 0.43954333 0.51908774 0.19191892 0.2074602 0.54273098 0.65228375 0.68959279 0.46586282] [ 0.28229714] [ 0.11407216 0.44921029 0.63634207 0.44579187 0.47514831 0.8103414 0.34535034 0.48714961 0.36666482 0.49549971] [ 1.01761221] [ 0.69890888 0.48159757 0.68591407 0.18930546 0.41878597 0.35280261 0.54403366 0.66483442 0.57095921 0.28165589] [-0.39886336] [ 0.28333949 0.47915494 0.66464069 0.36351613 0.57858546 0.70465075 0.42403932 0.36256543 0.51109283 0.43331262] [ 0.23484804] [ 0.40268833 0.3911286 0.65699295 0.26914429 0.48921767 0.56835454 0.40724691 0.41922411 0.49599449 0.35502511] [-0.34692562] [ 0.38329768 0.56630248 0.49624963 0.42316661 0.52294546 0.65256198 0.48638503 0.35754732 0.35323685 0.51828586] [ 0.21903987] [ 0.14544906 0.78757609 0.34442717 0.6997427 0.4678165 0.79160352 0.36319313 0.59232563 0.56831143 0.58905452] [-0.23830768] [ 0.5930946 0.55446306 0.62825423 0.4382144 0.504396 0.59655368 0.46645077 0.57201528 0.60943799 0.57719752] [-0.28577357] [ 0.19372646 0.61268329 0.44747416 0.60839616 0.30781555 0.6908769 0.30877345 0.54701834 0.56396124 0.43634416] [-0.24711673] [ 0.23431119 0.56204372 0.42187476 0.36999427 0.3966107 0.80226439 0.39171766 0.63124161 0.49967113 0.46028765] [ 0.28052929] [ 0.05663341 0.47139629 0.56372273 0.35388023 0.5008322 0.83560532 0.43303614 0.31262356 0.48980024 0.45139451] [-0.28537159] [ 0.28591953 0.60650497 0.48454026 0.34627277 0.25412817 0.4985122 0.47283861 0.74927723 0.55603687 0.24957153] [-0.37267079] [ 0.73951982 0.66467939 0.49445778 0.46121588 0.39617441 0.41168185 0.45299827 0.33605989 0.65977288 0.51012369] [-1.31775689] [ 0.52504436 0.5933187 0.52123452 0.45697584 0.41748488 0.45126498 0.58632915 0.51645487 0.61134208 0.35391329] [ 0.0745083] [ 0.17234536 0.59818846 0.61861247 0.30559983 0.5473067 0.73204497 0.3956047 0.3437573 0.54579923 0.41880372] [-0.54672008] [ 0.43477062 0.60453532 0.42583785 0.49607203 0.41997594 0.63137175 0.47967987 0.60947126 0.48702042 0.56481694] [-0.46546065] [ 0.45910001 0.54942038 0.53955589 0.59281407 0.35681377 0.4051956 0.49038297 0.72089141 0.57139105 0.3012168 ] [ 1.10894771] [ 0.56386627 0.35771679 0.66437315 0.29377705 0.50555729 0.55806888 0.52965249 0.52037792 0.49063856 0.39775 ] [-1.50218191] [ 0.48360304 0.62507778 0.48429413 0.62536081 0.36881251 0.42448319 0.45895191 0.6226217 0.56075721 0.35519321] [ 0.03302122] [ 0.76097645 0.63418268 0.40293297 0.40287142 0.34115273 0.62291912 0.44769397 0.39583055 0.51730833 0.66220237] [-0.73241924] [ 0.77978798 0.5003961 0.56368405 0.37356573 0.44719377 0.51585681 0.43133783 0.50621491 0.57882053 0.6386223 ] [ 0.02474616] [ 0.65452799 0.75771501 0.3209998 0.60518083 0.26018768 0.2925001 0.54473062 0.53521078 0.7200734 0.53711205] [-0.16562522] [ 0.36813798 0.67930367 0.39453785 0.71718162 0.26612798 0.53346758 0.51045007 0.67693005 0.52715638 0.56777191] [-0.13714911] [ 0.4679496 0.56236424 0.43253971 0.61667144 0.44305773 0.56692875 0.50301188 0.5395352 0.49091198 0.51396812] [ 0.28881042] [ 0.2770886 0.6405896 0.49697988 0.61691078 0.50544355 0.79072177 0.47318593 0.56688273 0.432568 0.56324806] [ 0.84401562] [ 0.54171321 0.72444303 0.56047718 0.44977139 0.43962309 0.61879185 0.55678775 0.51206402 0.56819224 0.5490468 ] [ 0.10471774] [ 0.44575347 0.6743412 0.45309883 0.59031525 0.30814372 0.66497884 0.40016223 0.2830908 0.6009562 0.66551496] [-0.12662378] [ 0.17326959 0.5621334 0.42235719 0.31274857 0.33759287 0.76796822 0.32286015 0.40232349 0.3924324 0.37913355] [-0.34051752] [ 0.19106645 0.59226613 0.42780733 0.60945179 0.42007734 0.7810838 0.45178821 0.66099309 0.52394171 0.49900148] [-0.01940363] [ 0.28840995 0.62202347 0.46623292 0.45562144 0.40638746 0.75329721 0.37314054 0.42081917 0.54732077 0.64943923] [ 0.1563557] [ 0.16465087 0.59546253 0.46229348 0.47335132 0.39513103 0.61573859 0.46684559 0.60453368 0.65324668 0.27548994] [-0.28321849] [ 0.57537643 0.53367452 0.54673773 0.35300789 0.39207207 0.4571227 0.56231578 0.62731391 0.46558215 0.42029031] [ 0.10728443] [ 0.10692103 0.45738731 0.39936918 0.53299102 0.38123204 0.79084771 0.31328464 0.47095332 0.38236073 0.3598044 ] [-0.38482017] [ 0.18636195 0.34427828 0.63716437 0.50649366 0.36215433 0.57629318 0.48720911 0.51753111 0.44357185 0.40263031] Progress: 98.6% ... Training loss: 0.289 ... Validation loss: 0.481[ 0.41037244] [ 0.74517841 0.54156485 0.55070314 0.27875245 0.36433458 0.26995348 0.5229284 0.60646758 0.56635549 0.4795206 ] [ 0.09931288] [ 0.64656043 0.63705564 0.39137496 0.34019292 0.37257761 0.51173425 0.44555586 0.4391403 0.51241564 0.53307514] [-0.13845459] [ 0.46446912 0.68297015 0.48256487 0.60179963 0.52361202 0.65820899 0.4522452 0.41670978 0.46383576 0.68364394] [ 0.28712422] [ 0.21219991 0.54578905 0.53553434 0.45606827 0.41254529 0.83444842 0.388427 0.60087487 0.45304869 0.47791774] [-0.03998261] [ 0.35036105 0.81875681 0.28413823 0.67129066 0.3642548 0.6354752 0.30784429 0.5212219 0.56246318 0.79130975] [ 0.01288401] [ 0.08566665 0.35042216 0.51491567 0.65244301 0.34799134 0.72045806 0.33175739 0.49096334 0.41040764 0.31557152] [-0.20653192] [ 0.2236829 0.71846688 0.35478852 0.56589123 0.35949915 0.72537202 0.48904975 0.45809266 0.61624797 0.54960837] [-0.21549597] [ 0.70938217 0.56329456 0.48899933 0.53505934 0.36843826 0.49524711 0.47401422 0.40772597 0.62489589 0.58883565] [ 0.42376723] [ 0.26571964 0.66331064 0.43937303 0.7264593 0.3015137 0.78188987 0.35173032 0.4620515 0.43560823 0.57293009] [-0.06884515] [ 0.15084463 0.30455979 0.7268204 0.33100854 0.5062504 0.76974815 0.40448981 0.42389965 0.3468681 0.31570205] [-0.2934015] [ 0.40825901 0.69921131 0.32946217 0.62086013 0.29223101 0.69324834 0.44403671 0.591716 0.51549151 0.48842848] [-0.44696679] [ 0.57166485 0.65252428 0.46837207 0.43460871 0.3156129 0.53826828 0.44340333 0.60124436 0.50443088 0.61892541] [ 0.63000867] [ 0.86919989 0.40977159 0.68127639 0.18244549 0.4850324 0.33416058 0.65549517 0.45364044 0.58563217 0.43280163] [-0.32513524] [ 0.51285627 0.45953369 0.46695541 0.4741452 0.38305135 0.46698503 0.43408194 0.43017559 0.44784991 0.45380625] [ 0.21167175] [ 0.33616235 0.46687134 0.48927606 0.44015551 0.50780618 0.70354341 0.4469312 0.44823641 0.50815004 0.58895375] [-0.62640585] [ 0.48161672 0.76104424 0.34914396 0.64521309 0.22720664 0.45244458 0.54314918 0.73959556 0.61146825 0.40806395] [ 0.77951913] [ 0.36086109 0.6844621 0.35367589 0.62970722 0.25199732 0.41637975 0.52101514 0.61557087 0.66308859 0.32695158] [ 0.34019197] [ 0.06941881 0.59668973 0.46157832 0.66635363 0.32200028 0.87001017 0.35146191 0.41972141 0.5313124 0.43708753] [-0.52669691] [ 0.64749383 0.47645393 0.62256969 0.32355601 0.44610089 0.4955346 0.5711444 0.46691149 0.47978486 0.41243396] [-0.03008063] [ 0.24499128 0.68409894 0.37460293 0.64355105 0.36404417 0.7853314 0.39825016 0.61853874 0.4542537 0.61244369] [ 0.92216393] [ 0.44539688 0.61799726 0.3778435 0.62186921 0.31005088 0.49560153 0.47418547 0.6209969 0.52408554 0.47497418] [ 0.53349852] [ 0.33568254 0.61429281 0.34425596 0.65632821 0.3223428 0.62084374 0.41446933 0.41077249 0.56523358 0.60618243] [ 0.70947711] [ 0.72296331 0.58516709 0.58141005 0.49250366 0.41136376 0.58574596 0.49646838 0.43834608 0.59536708 0.56206575] [ 2.0041923] [ 0.48453681 0.71799701 0.42198669 0.40894134 0.22761503 0.36194382 0.54234197 0.65281071 0.6574999 0.31535609] [ 0.11847659] [ 0.07189686 0.50629897 0.44010062 0.60278813 0.40978887 0.71814775 0.37968739 0.36447608 0.40590082 0.35326702] [ 0.32499957] [ 0.18918701 0.6129167 0.40395624 0.49459169 0.5098635 0.77255823 0.41317445 0.4956129 0.44413095 0.68800136] [-0.04298882] [ 0.40725676 0.7144282 0.42519352 0.58822357 0.43812249 0.75204932 0.53373805 0.38893197 0.63422001 0.71418129] [ 0.7182916] [ 0.62096121 0.5743215 0.41847563 0.61013026 0.25621841 0.34180502 0.47571967 0.58535147 0.60663124 0.60515018] [-0.4901407] [ 0.68807518 0.66108178 0.483266 0.56402411 0.39732592 0.5334942 0.49368532 0.58508403 0.61475927 0.70045949] [ 0.79719871] [ 0.27926369 0.6693918 0.47885498 0.57089554 0.27995216 0.56714494 0.37899039 0.67481272 0.56611191 0.44762878] [-0.15994228] [ 0.49319118 0.63376804 0.50587668 0.50342335 0.43721532 0.47758574 0.49652601 0.54290041 0.66162342 0.54060042] [ 0.43063623] [ 0.72314957 0.5291407 0.55611925 0.50552471 0.33659903 0.37566938 0.57756446 0.70709612 0.49315657 0.45488355] [-0.49599789] [ 0.18837641 0.72984406 0.33077375 0.7310621 0.29983048 0.6367531 0.51566296 0.6036491 0.59244654 0.52293292] [-0.3322525] [ 0.55145341 0.64133111 0.44350326 0.47907255 0.36298667 0.33512666 0.40880518 0.56324504 0.53006051 0.56803132] [-0.89337212] [ 0.24025165 0.39010867 0.62848124 0.30929189 0.45031997 0.57509777 0.40621951 0.4609601 0.42387613 0.25454366] [ 1.27363186] [ 0.81936528 0.43248952 0.71227344 0.16058115 0.48934134 0.29054199 0.6288185 0.62659734 0.56779327 0.29970256] [ 0.07744666] [ 0.70387287 0.49385456 0.60366702 0.32694599 0.52325601 0.31180738 0.58483814 0.49834391 0.58965288 0.33071945] [ 0.03208379] [ 0.52807641 0.49402253 0.58262358 0.3308449 0.3259977 0.39438147 0.53593254 0.57532698 0.51103402 0.23939974] [-0.57989505] [ 0.275438 0.66908052 0.32512328 0.53865145 0.36597209 0.73683714 0.39055661 0.75453085 0.61848737 0.42353788] [ 1.41669205] [ 0.76516034 0.50413723 0.60147616 0.27910077 0.37620738 0.4174537 0.53040919 0.34918858 0.51546534 0.46414402] [ 0.37913244] [ 0.05268034 0.53693677 0.48292487 0.56710474 0.33946067 0.77037245 0.33975628 0.34672988 0.54023704 0.32189115] [ 0.55573561] [ 0.36388605 0.58894122 0.58641056 0.30968609 0.4379434 0.6447344 0.39384643 0.46552601 0.51779138 0.5342683 ] [-0.00317954] [ 0.25369147 0.41284746 0.57224334 0.4497368 0.53349293 0.66943969 0.5058229 0.42187232 0.48904849 0.44033182] [ 0.44022905] [ 0.17483798 0.66768554 0.370922 0.68411089 0.33631979 0.77305492 0.38078248 0.45888776 0.49350948 0.53782635] [ 1.70581824] [ 0.79649772 0.59024793 0.59706163 0.36753064 0.49111766 0.41454893 0.50404099 0.48544094 0.63097264 0.47689034] [ 1.88770544] [ 0.71297358 0.41173135 0.59857925 0.32662476 0.38915705 0.3339284 0.49699154 0.45640149 0.42403118 0.41548295] [-0.30157373] [ 0.45823898 0.43764551 0.72468118 0.22600201 0.66306096 0.69280102 0.37750623 0.44339952 0.44442109 0.49294693] [ 0.99440657] [ 0.71994594 0.42732564 0.57382681 0.20399146 0.33478025 0.20625483 0.60454398 0.56398707 0.55300693 0.24524747] [-0.37608597] [ 0.44508122 0.56091935 0.55270598 0.46872042 0.42703787 0.60268112 0.55195515 0.45399898 0.45379758 0.52422352] [-0.81006648] [ 0.2733248 0.60936587 0.53010412 0.37398323 0.34181938 0.52515641 0.45565763 0.72102172 0.61769425 0.30701003] [-0.25199364] [ 0.74468767 0.55382856 0.43591161 0.4234838 0.36600539 0.37506862 0.56698674 0.56230074 0.51190673 0.45174979] [ 0.07508294] [ 0.14479237 0.59987974 0.41529548 0.61632358 0.35351259 0.71961687 0.41484087 0.41502265 0.54150294 0.41810776] [ 0.0670837] [ 0.1100354 0.3472534 0.69822917 0.36325434 0.46417811 0.87191166 0.4014151 0.40535607 0.39976035 0.32520989] [ 0.90686154] [ 0.57826201 0.40812604 0.62395043 0.36833491 0.49008389 0.56917828 0.47835877 0.4336297 0.36212937 0.47652833] [-0.36248648] [ 0.18384035 0.4690942 0.64685138 0.35633891 0.38676734 0.68853509 0.50252062 0.51776453 0.54777591 0.22293982] [ 1.7300183] [ 0.66615633 0.41364332 0.57728116 0.36990478 0.40532783 0.39557869 0.51449603 0.55620257 0.41423718 0.35498001] [-0.65183018] [ 0.39542774 0.57582785 0.49194692 0.58007742 0.32403177 0.5524492 0.39600674 0.48241104 0.48199818 0.4476057 ] [-0.03190263] [ 0.63300262 0.75794767 0.58486572 0.42951137 0.49829407 0.58604657 0.58127794 0.44180061 0.69690423 0.63172038] [-0.08157628] [ 0.5480909 0.62993846 0.32966571 0.37976625 0.38090699 0.49477845 0.4495068 0.42143088 0.52897971 0.49737008] [-0.49699424] [ 0.43925276 0.61971244 0.41981927 0.53268768 0.30411307 0.52850178 0.57156628 0.64600836 0.57716226 0.38900637] [-0.15208707] [ 0.21519587 0.29818901 0.68620915 0.33609835 0.4847531 0.62734587 0.5209377 0.35161987 0.44255601 0.21616816] [ 0.80785884] [ 0.75487202 0.38377 0.65017572 0.3205302 0.50658274 0.33472839 0.59048231 0.37073974 0.48461793 0.51687897] [ 0.17976357] [ 0.17998121 0.78352045 0.29311615 0.75810834 0.34576782 0.64743496 0.44835389 0.55319295 0.46327485 0.75823352] [-0.01328175] [ 0.5708347 0.63738701 0.41817182 0.5552473 0.34292219 0.59521662 0.45032206 0.39564463 0.56251172 0.68319945] [-0.20615771] [ 0.33776511 0.37282146 0.64599189 0.29230489 0.57442701 0.6865815 0.50746973 0.32500022 0.40013228 0.42962838] [ 0.0670837] [ 0.1100354 0.3472534 0.69822917 0.36325434 0.46417811 0.87191166 0.4014151 0.40535607 0.39976035 0.32520989] [ 0.41878023] [ 0.0759572 0.54720388 0.59854437 0.37745106 0.43457229 0.85346043 0.36342146 0.35827732 0.39979211 0.47527501] [ 1.95043284] [ 0.74900745 0.47294839 0.56678914 0.29137803 0.47028708 0.54455458 0.44090822 0.43706672 0.530955 0.57180103] [ 0.40135375] [ 0.09563664 0.47111373 0.63172025 0.44790266 0.42510274 0.84601493 0.38448617 0.35935734 0.45751706 0.53783277] [ 0.11976823] [ 0.62577609 0.50174759 0.51536141 0.37462041 0.35933166 0.38720675 0.52377969 0.50267005 0.61502407 0.45996833] [-0.52473066] [ 0.23203964 0.44483958 0.65845388 0.16236234 0.36755838 0.60457028 0.57199822 0.56508601 0.56722793 0.25530318] [-0.74803131] [ 0.74462771 0.61187923 0.5477207 0.5142468 0.36556895 0.42993829 0.48729288 0.37473306 0.63235876 0.60309618] [ 0.29521799] [ 0.42639465 0.75763813 0.39186749 0.55514224 0.18640403 0.54495609 0.46124657 0.69653252 0.66326903 0.49686089] [ 0.27507686] [ 0.48693571 0.75884665 0.37932337 0.57756585 0.4513429 0.61578945 0.52269277 0.4481888 0.63064188 0.69772091] [-0.32232579] [ 0.81265641 0.65596137 0.56358251 0.32950301 0.42937558 0.45093269 0.54172665 0.50965262 0.55288924 0.52486846] [ 0.19970611] [ 0.26436922 0.38111569 0.49313338 0.52569706 0.41956246 0.71634873 0.41164765 0.66022038 0.48693024 0.36263892] [-0.13618694] [ 0.70304068 0.64442417 0.51793816 0.52973187 0.33469866 0.50436668 0.47700152 0.40727234 0.63496121 0.62021445] [ 0.1649293] [ 0.17873683 0.60642111 0.57429462 0.33736636 0.38850268 0.78426433 0.36979363 0.6280652 0.49090296 0.45112901] [-0.44014238] [ 0.46297053 0.46593652 0.61376849 0.34012283 0.64272673 0.66332147 0.41496423 0.44259534 0.3915338 0.52160301] [-0.12494047] [ 0.1198001 0.48171316 0.65338586 0.5121169 0.3023481 0.69791058 0.38051251 0.53323822 0.57066954 0.24801881] [ 0.90079985] [ 0.73064667 0.5644585 0.61961412 0.33973448 0.48090457 0.47715931 0.63028111 0.45175377 0.54333495 0.501823 ] [ 0.11376222] [ 0.48211517 0.67059068 0.46809442 0.58204362 0.28675695 0.72597568 0.40683114 0.44516298 0.51649858 0.63604725] [-0.00163795] [ 0.83483749 0.45674918 0.56088936 0.44371135 0.32488848 0.37194593 0.44756952 0.32704381 0.57513205 0.43657686] [ 1.36983025] [ 0.84039321 0.57184828 0.64900133 0.17406833 0.40341927 0.31819461 0.69731577 0.6185725 0.64829594 0.3867657 ] [ 0.08480269] [ 0.16281685 0.50222223 0.48163094 0.51232695 0.41449182 0.80812457 0.4194134 0.60064185 0.48304467 0.44048988] [ 2.09284155] [ 0.56988529 0.43572079 0.46277795 0.52513179 0.42199525 0.42596819 0.40760762 0.4765313 0.39375343 0.39953369] [ 0.34153083] [ 0.31236978 0.62792158 0.49855487 0.48910327 0.26154712 0.67256641 0.4106753 0.56253196 0.46848591 0.44596699] [-0.31747657] [ 0.55473535 0.68221158 0.37480573 0.6825769 0.22606251 0.29426481 0.53844459 0.61844721 0.61083457 0.64439475] [-0.0716883] [ 0.32688671 0.52499302 0.44697302 0.54534662 0.48823135 0.63012724 0.35457741 0.58413672 0.56488735 0.50727086] [ 0.0857579] [ 0.12213796 0.63037017 0.4164875 0.4314352 0.34576707 0.79556652 0.34584232 0.51519149 0.47235247 0.45555636] [-0.12661747] [ 0.21547718 0.2624855 0.70260511 0.24963146 0.51431876 0.71657902 0.48255806 0.38563757 0.36352003 0.34813859] [ 0.13790794] [ 0.17976092 0.3658951 0.72415711 0.33360203 0.43812609 0.74938509 0.43043203 0.39325542 0.34498962 0.35377233] [ 0.0326406] [ 0.75734517 0.6032121 0.5939777 0.27887614 0.42707908 0.52488984 0.59328371 0.45694999 0.51675053 0.50766541] [ 0.05696092] [ 0.10095875 0.41077506 0.4556761 0.57752701 0.30003455 0.74000508 0.34286239 0.50330444 0.41250849 0.28542167] [ 0.32177178] [ 0.08612606 0.51784291 0.39543637 0.59241073 0.47149155 0.68269369 0.34781036 0.45189243 0.43065444 0.57079899] [ 0.00774859] [ 0.51663436 0.58023149 0.52492278 0.59009857 0.28738511 0.42418003 0.41939135 0.45107786 0.63272574 0.40722023] [-0.5558612] [ 0.71728762 0.54606211 0.65898966 0.24535031 0.46614278 0.36957106 0.5605262 0.6319019 0.58239848 0.37835273] [ 0.7113063] [ 0.36220601 0.54211269 0.595745 0.37683785 0.38664992 0.6614133 0.40692312 0.3821852 0.55881207 0.43158978] [ 0.12726347] [ 0.12763435 0.65442152 0.56181619 0.31527127 0.42517315 0.73970114 0.5047922 0.43477707 0.51843944 0.48910919] [ 0.07823335] [ 0.30744386 0.51460309 0.42455971 0.48808645 0.55027727 0.82093841 0.33945479 0.55062538 0.39456232 0.56141826] [ 0.64584436] [ 0.50560337 0.550198 0.51194387 0.55998961 0.40199017 0.52070263 0.3270284 0.40986222 0.52477995 0.51329859] [ 0.28886079] [ 0.76843319 0.5142827 0.54002725 0.41204584 0.35435584 0.36001493 0.46094957 0.32384604 0.56436955 0.47183444] [ 1.06572652] [ 0.63961933 0.60425595 0.39360153 0.56999322 0.29019454 0.34079946 0.45476999 0.42910857 0.59748073 0.47834853] [ 0.03086486] [ 0.11145868 0.41884625 0.63548427 0.40513731 0.48143548 0.79525692 0.44774456 0.37838159 0.4458193 0.35554108] [-0.08156598] [ 0.62401815 0.53577359 0.5104615 0.40136153 0.41314237 0.32104278 0.50877719 0.54938689 0.54669532 0.44846433] [-0.33932245] [ 0.62194918 0.51737886 0.55121583 0.41984683 0.52733734 0.44687887 0.38871785 0.39352764 0.49024929 0.62221429] [-0.04677526] [ 0.70503691 0.66143488 0.47142039 0.58168476 0.33296518 0.35530046 0.53661104 0.4120129 0.71149447 0.61469489] [-0.54798944] [ 0.76280549 0.63945627 0.50897524 0.36464489 0.41794006 0.31809631 0.45808584 0.48953371 0.6526398 0.63185858] [-0.15460283] [ 0.13315461 0.50906116 0.60214494 0.56404301 0.29007235 0.72827403 0.29971063 0.47335108 0.53931944 0.2635051 ] [ 0.30687352] [ 0.67179643 0.65653489 0.44278013 0.59465297 0.27351846 0.53656943 0.47396614 0.48578988 0.60049741 0.61841815] [ 0.07604984] [ 0.1633702 0.67498161 0.40509377 0.61362292 0.36757312 0.84492743 0.33097113 0.59611097 0.58007856 0.52415139] [ 0.5215929] [ 0.1170696 0.45361275 0.535184 0.51231704 0.45822024 0.80979563 0.34701578 0.34732935 0.50401578 0.49182096] [ 0.29507527] [ 0.63910083 0.51299576 0.55408792 0.31676752 0.40070709 0.48052193 0.48574312 0.53705448 0.5420749 0.47541503] [ 0.06755875] [ 0.20393292 0.64278958 0.40682301 0.61343827 0.4080837 0.81034642 0.47735331 0.54639403 0.50638276 0.54240112] [ 0.48887613] [ 0.30417616 0.61117114 0.41097363 0.53393748 0.3417595 0.43917876 0.55370547 0.68224634 0.55601136 0.32454136] [ 1.17492132] [ 0.64550696 0.6861113 0.38147632 0.55141462 0.24407376 0.43778932 0.46503349 0.52276342 0.60811072 0.47840459] [ 0.60302204] [ 0.43630109 0.63788337 0.3559094 0.60512991 0.33565051 0.36206065 0.494259 0.57712992 0.52314504 0.73001265] [-0.01335156] [ 0.31843094 0.5216572 0.53436968 0.46330883 0.34229968 0.59330259 0.50583355 0.50039989 0.43529228 0.49266652] [ 0.19751926] [ 0.16374642 0.53128788 0.40818166 0.48745844 0.39708467 0.76515152 0.33381449 0.4090801 0.38095756 0.42444306] [-0.31298046] [ 0.30956664 0.6245755 0.60171206 0.27559827 0.43812417 0.60699239 0.53678189 0.43165784 0.60776422 0.38243762] [-0.29059636] [ 0.4786456 0.47717835 0.5459417 0.56104577 0.48054761 0.59121222 0.45458581 0.48078192 0.46453353 0.40447207] [ 0.55705573] [ 0.08346771 0.55893249 0.44694645 0.50781655 0.50583867 0.80339549 0.32185734 0.38152035 0.42161459 0.49826261] [ 0.83750778] [ 0.7965958 0.62627709 0.47470077 0.49967477 0.27371061 0.33568979 0.44767322 0.39251436 0.58029164 0.52998479] [-0.88135939] [ 0.43389407 0.36975413 0.65303523 0.36571355 0.40571103 0.54763629 0.46692669 0.40031819 0.33742607 0.35710389] [ 0.10818712] [ 0.20799296 0.4899563 0.45679347 0.59622434 0.37826546 0.69882034 0.39124 0.42760779 0.42162706 0.36979252] [ 0.10657943] [ 0.54613034 0.64549553 0.4035107 0.53339721 0.25914152 0.36355416 0.49770967 0.6794553 0.6164401 0.4096105 ] [-0.09132673] [ 0.40898253 0.60267906 0.47048612 0.5207575 0.31387433 0.68169055 0.44233899 0.46240846 0.48127818 0.62732547] [ 0.25207289] [ 0.58933901 0.38562136 0.55558504 0.36828193 0.51490808 0.60052895 0.55991243 0.4421402 0.48858217 0.47176444] Progress: 98.9% ... Training loss: 0.367 ... Validation loss: 0.484[-0.74093253] [ 0.54328408 0.63058138 0.44680518 0.65447862 0.25512621 0.53772125 0.37987273 0.38317785 0.53354795 0.51814262] [-0.3938358] [ 0.25068411 0.58940633 0.49616803 0.54202694 0.41836562 0.79358732 0.45692366 0.53881144 0.49218985 0.47545409] [-0.20569586] [ 0.11280522 0.4464636 0.65842393 0.34082895 0.40938974 0.76868325 0.4372719 0.43357645 0.40487634 0.30527421] [-0.98324833] [ 0.80179715 0.46191276 0.61406826 0.35524653 0.51422704 0.41625989 0.48789781 0.42431088 0.58878697 0.55855403] [ 0.10208184] [ 0.81902539 0.5067829 0.56499352 0.18592008 0.35034951 0.22028582 0.69336347 0.58492094 0.70070352 0.33951333] [-0.57737909] [ 0.39289006 0.26744689 0.62155375 0.35495743 0.52217791 0.66858574 0.45344705 0.40396268 0.41607386 0.39426778] [-0.78844256] [ 0.82736162 0.42552827 0.61845751 0.32071363 0.32703403 0.18059423 0.56302788 0.65034772 0.54632924 0.26065253] [ 0.38634189] [ 0.5703806 0.64480068 0.57645 0.56009233 0.47633841 0.5584125 0.37558919 0.48364666 0.58241245 0.52685141] [-0.0200357] [ 0.19135701 0.39846064 0.55979704 0.40509161 0.59481502 0.76323128 0.36088586 0.41750976 0.32437903 0.45025558] [-0.26861927] [ 0.65414724 0.57565648 0.45281399 0.35663053 0.34692195 0.26987303 0.66957193 0.71444862 0.5926769 0.51336594] [ 0.27653408] [ 0.0557894 0.47464956 0.61740446 0.60913244 0.42925962 0.90789764 0.37329291 0.37881489 0.45510786 0.4006415 ] [-0.02637479] [ 0.1826647 0.41999991 0.65092955 0.4423714 0.34911933 0.79545138 0.42837787 0.52584648 0.45156014 0.37120081] [-0.38803593] [ 0.24420928 0.60527139 0.55984251 0.38956434 0.45810398 0.64502031 0.47821185 0.51997171 0.52821105 0.60021166] [-0.89168436] [ 0.66116038 0.58667156 0.49475199 0.39837935 0.39969229 0.48048823 0.42827266 0.57925793 0.50820275 0.60937001] [-0.31421544] [ 0.53928958 0.60939283 0.52216743 0.38475954 0.32519003 0.57381875 0.55835126 0.68456909 0.55544444 0.41026757] [ 0.02525079] [ 0.23392919 0.3510916 0.68442099 0.2343035 0.5916436 0.82843295 0.39037265 0.36147883 0.35463404 0.5050656 ] [-1.51428164] [ 0.35387543 0.37851751 0.52909107 0.39045792 0.43377076 0.52768824 0.46968976 0.62279499 0.53840865 0.21753382] [-0.75050126] [ 0.59054956 0.55995832 0.56811534 0.33107091 0.58686708 0.54573761 0.48212147 0.54372959 0.49088679 0.56911562] [-0.05530854] [ 0.7401534 0.49448202 0.59842588 0.26737187 0.46697912 0.29693947 0.54770022 0.47946336 0.52936016 0.51260341] [-0.45940898] [ 0.44868944 0.65458108 0.43063039 0.50817321 0.35697401 0.70504611 0.3638942 0.49044049 0.52339407 0.65905328] [-0.1610955] [ 0.16777443 0.35924637 0.63789643 0.24985145 0.58163905 0.84106504 0.42969614 0.44810464 0.4512521 0.47360012] [-0.48529006] [ 0.47980537 0.49238401 0.5102086 0.26477678 0.45336236 0.63169848 0.53718673 0.49028147 0.4187874 0.40118751] [-0.64268917] [ 0.55048531 0.68231799 0.42766011 0.551684 0.25282036 0.49351268 0.44759168 0.50403037 0.57002827 0.53123806] [-0.33130046] [ 0.36650801 0.61279461 0.49275392 0.50026853 0.45558077 0.71737883 0.44901371 0.46116935 0.43120793 0.6616848 ] [ 0.10828356] [ 0.13747548 0.38364673 0.74839913 0.30128419 0.46206743 0.72137399 0.43230422 0.40261038 0.51012758 0.21913052] [-1.15447225] [ 0.13269951 0.50554132 0.62228033 0.36180651 0.33805201 0.68477198 0.47138305 0.56348222 0.54962595 0.22915562] [-0.082669] [ 0.18523057 0.49002233 0.61277772 0.39541411 0.53080083 0.71159895 0.3182907 0.48281654 0.48748684 0.50113303] [ 0.22615526] [ 0.14573659 0.45094841 0.64461074 0.33416659 0.51066095 0.82207962 0.3609652 0.32913583 0.47083375 0.50668488] [ 0.28019987] [ 0.13270288 0.54378454 0.40692667 0.59363254 0.51884674 0.83520107 0.34921001 0.50942148 0.27918274 0.48017897] [-0.83638638] [ 0.62239113 0.61053282 0.459594 0.58671154 0.31811604 0.56492096 0.49111663 0.5983029 0.60838645 0.44774777] [ 0.17334354] [ 0.39070945 0.47956605 0.44684295 0.48520518 0.40588637 0.36866117 0.54409325 0.61247905 0.45310891 0.48961144] [ 0.13176869] [ 0.36801236 0.53507462 0.55009623 0.33955231 0.37334487 0.52638793 0.60283342 0.67367863 0.52540221 0.27912477] [ 1.51987271] [ 0.46435045 0.54645718 0.52323998 0.45309275 0.35204994 0.44143379 0.49681224 0.65577375 0.4649386 0.34928369] [ 0.71034475] [ 0.62516508 0.43584188 0.59660691 0.39343339 0.48106856 0.52520624 0.51937824 0.50926545 0.40698723 0.492188 ] [-0.31252692] [ 0.20025843 0.66039333 0.39648663 0.63499475 0.36324472 0.79245864 0.39429394 0.55244471 0.63825906 0.5275318 ] [ 0.40716177] [ 0.63137177 0.69526186 0.45215521 0.57709839 0.30030109 0.42282836 0.59875379 0.61305056 0.61966479 0.4021527 ] [-0.72073266] [ 0.39818182 0.59586093 0.50300805 0.54929315 0.45816804 0.50289824 0.40004372 0.57573493 0.51663314 0.57684325] [-0.76646945] [ 0.41769504 0.50303906 0.66606213 0.2326296 0.43193087 0.47785224 0.50075264 0.65720178 0.51819812 0.39171641] [-0.45830835] [ 0.29002668 0.35058503 0.67153381 0.34138706 0.48435806 0.71043164 0.51770668 0.47597483 0.32630502 0.33024745] [ 0.51151807] [ 0.06167951 0.53778737 0.43778844 0.59003433 0.51826058 0.85399967 0.36192901 0.42151329 0.39695606 0.42672824] [-0.59523559] [ 0.33860983 0.62906084 0.45546326 0.54861651 0.38144021 0.63838481 0.42554313 0.4576329 0.55547595 0.51417315] [-0.77485375] [ 0.43651995 0.36066392 0.69543203 0.37942777 0.37218663 0.53877912 0.52929924 0.45484813 0.4827808 0.28468708] [-0.33161488] [ 0.50517077 0.6468827 0.61963706 0.47254638 0.38161696 0.49783858 0.49815872 0.50478535 0.64406614 0.40412452] [-0.07628093] [ 0.25698627 0.33646217 0.69976054 0.36900664 0.38816711 0.75273222 0.38768494 0.33841797 0.38584591 0.31532922] [-0.74346889] [ 0.53495758 0.29930996 0.67098493 0.38234812 0.28034986 0.32153127 0.51546683 0.72252728 0.39743053 0.12241504] [-0.36044676] [ 0.44606766 0.39409913 0.40709029 0.46565765 0.36599017 0.64896105 0.42402714 0.56907471 0.32166978 0.3453408 ] [-0.52098949] [ 0.64555907 0.6940984 0.43233396 0.55339568 0.27589398 0.49266203 0.37995176 0.5043624 0.67071883 0.50972505] [-0.64605535] [ 0.71969264 0.48201836 0.51106637 0.41249099 0.47185603 0.36838783 0.57373386 0.37382847 0.64192151 0.45085946] [-0.03789654] [ 0.18402513 0.49197811 0.6340226 0.32951696 0.44209321 0.65731666 0.38438814 0.42973687 0.41586573 0.39367592] [-0.13278907] [ 0.31233186 0.63457866 0.47944413 0.56974275 0.47520755 0.70843541 0.42946906 0.37522156 0.54621397 0.59284313] [ 0.15681832] [ 0.67768148 0.51355544 0.59463818 0.29507411 0.4327186 0.34376027 0.61019543 0.56800537 0.52883349 0.38574883] [-0.44888683] [ 0.689629 0.33953301 0.60327349 0.33158084 0.45214599 0.46376234 0.5795358 0.48140837 0.54165346 0.41441775] [-0.61881225] [ 0.74483031 0.52383233 0.5210717 0.42564076 0.39642251 0.32207505 0.47428907 0.48859577 0.54579021 0.43646902] [-0.15499522] [ 0.10753848 0.44515191 0.52001322 0.57933281 0.42189276 0.76471877 0.44917016 0.40592912 0.50103735 0.35273016] [ 0.3930263] [ 0.08681681 0.63672503 0.41778313 0.43538104 0.49797568 0.86171889 0.31309499 0.42076803 0.4481243 0.57319184] [-0.76246632] [ 0.35551641 0.56116313 0.4297548 0.58220399 0.38902531 0.51983059 0.39849166 0.41594733 0.43363804 0.49547015] [-0.50923389] [ 0.50761686 0.52214488 0.43489654 0.48835022 0.4261016 0.435753 0.42689121 0.47101964 0.49492485 0.39793404] [ 0.03975448] [ 0.16160638 0.51733573 0.52518001 0.50801067 0.49235167 0.7958554 0.49331755 0.34895476 0.51141252 0.5270515 ] [-0.15374096] [ 0.23033704 0.67382753 0.40170911 0.54182152 0.41001083 0.82777094 0.3563553 0.61399067 0.41632793 0.60217481] [-0.8807564] [ 0.79145495 0.34466003 0.63622233 0.34215147 0.24299033 0.22408161 0.50603114 0.55349487 0.54414691 0.19952521] [-0.48401825] [ 0.44797101 0.42270196 0.5972853 0.37110192 0.48482989 0.45492448 0.4819099 0.57308348 0.37318995 0.41388455] [ 0.09484868] [ 0.15688498 0.63377067 0.54833849 0.46253531 0.38827593 0.84301737 0.38073153 0.51795274 0.48632905 0.54875572] [ 0.29958823] [ 0.47399629 0.55055228 0.65380263 0.33161509 0.33443577 0.39030813 0.51927838 0.75777062 0.59030594 0.24760968] [ 0.27619268] [ 0.06737913 0.66261405 0.4015448 0.67886729 0.30619137 0.84146927 0.34160049 0.42757237 0.50634332 0.51993207] [-0.3305502] [ 0.22263467 0.27966438 0.65324299 0.21749616 0.51221615 0.66933987 0.41489981 0.3565497 0.31882193 0.22974564] [-0.31574248] [ 0.73859548 0.40457771 0.64892498 0.20601201 0.30626683 0.25346639 0.59107957 0.6758212 0.51079192 0.1743204 ] [ 1.37836344] [ 0.63434623 0.42720786 0.58723553 0.31754694 0.34692189 0.41650935 0.53681563 0.56981171 0.413176 0.27925011] [-0.32441144] [ 0.21859195 0.16236355 0.82811053 0.19705032 0.56304216 0.77897187 0.44238238 0.40350592 0.36554554 0.29478264] [-1.22784395] [ 0.84321372 0.64954963 0.47367902 0.42070678 0.32324135 0.28627606 0.53134606 0.41184866 0.67441125 0.53957008] [ 0.30148891] [ 0.10973259 0.4482973 0.54525595 0.41305678 0.40579957 0.78885734 0.2691573 0.36885092 0.30476014 0.33050869] [-0.44150035] [ 0.31205906 0.37100506 0.70448091 0.31692149 0.54159015 0.75518078 0.43367195 0.40962317 0.37184798 0.46365296] [-0.06364915] [ 0.32930605 0.60006262 0.45411988 0.65003099 0.27121721 0.58232665 0.30022092 0.43145897 0.47316581 0.44164123] [-0.58797856] [ 0.58667137 0.54651525 0.55388467 0.49405477 0.39280812 0.48774325 0.44176374 0.50255347 0.57385051 0.52762459] [-0.82635147] [ 0.59906517 0.55134062 0.62590944 0.3416628 0.48835558 0.60272149 0.42359622 0.5924135 0.49365239 0.56283774] [-0.03542446] [ 0.34907542 0.72650494 0.43394848 0.69746724 0.38916404 0.72186184 0.43826626 0.54648888 0.55194029 0.60094463] [-1.4849974] [ 0.52206154 0.69517283 0.41602476 0.61063412 0.25229057 0.38422391 0.50967938 0.64368951 0.53369059 0.68964363] [-0.15080279] [ 0.25362235 0.529707 0.46611621 0.33138553 0.35188721 0.55124922 0.41218354 0.57392135 0.53730831 0.28443209] [-0.34078271] [ 0.33074192 0.66161438 0.40600889 0.58268044 0.3410507 0.58634965 0.33714743 0.45886981 0.53074804 0.57548274] [ 0.23280471] [ 0.23459443 0.40543242 0.68522267 0.32886433 0.36387951 0.6239172 0.40141217 0.47181961 0.42675872 0.27587235] [-0.73989768] [ 0.37221371 0.74187383 0.3464741 0.66033642 0.24262184 0.57018035 0.32658489 0.53737541 0.53560871 0.54257602] [-0.38183737] [ 0.79460642 0.51980537 0.52568745 0.38108415 0.34113069 0.22117107 0.50225074 0.43089137 0.60282386 0.41681339] [ 0.12053384] [ 0.25007877 0.710155 0.29822823 0.60111216 0.28240246 0.69324355 0.42151364 0.54462063 0.49750788 0.45252191] [-0.09904874] [ 0.74517319 0.57567821 0.54221578 0.44769491 0.47442879 0.31680678 0.64444548 0.47513578 0.58486723 0.52377252] [-0.32101653] [ 0.21225256 0.63408064 0.45557955 0.62361292 0.39082493 0.63877285 0.45578292 0.54619304 0.58965252 0.44934403] [ 0.46570172] [ 0.17205413 0.45924598 0.56104717 0.35054172 0.34145727 0.595559 0.40698498 0.39486722 0.4482457 0.22908099] [-0.54387178] [ 0.6328008 0.58218627 0.46186609 0.38046021 0.44810128 0.35251301 0.47577424 0.43643551 0.63130202 0.47003298] [-0.39703877] [ 0.58764027 0.52470861 0.5738978 0.34963918 0.43156368 0.49133092 0.59628974 0.51892652 0.48942657 0.40446089] [-0.19163203] [ 0.30192464 0.52872065 0.3615958 0.5920817 0.4156352 0.59212469 0.41378975 0.54808006 0.45584323 0.46112392] [-0.5064985] [ 0.17433404 0.70943117 0.35737237 0.69570538 0.34747305 0.741821 0.44873282 0.67098679 0.43966037 0.45495124] [-0.63618679] [ 0.35925117 0.14148312 0.76715814 0.26700634 0.47036204 0.49642431 0.53575657 0.41746627 0.38314707 0.13334156] [-0.51165837] [ 0.40784126 0.43272414 0.60591135 0.18345125 0.52399184 0.59657608 0.48890942 0.57330578 0.55185245 0.35403716] [ 0.27869675] [ 0.48424621 0.41258868 0.45725333 0.52793336 0.28798167 0.34012427 0.46174022 0.46844357 0.59205011 0.26253853] [-0.15686882] [ 0.11414364 0.61060654 0.55547993 0.39477665 0.39726637 0.75255088 0.47845792 0.45940301 0.49785933 0.4598456 ] [-0.05508324] [ 0.65286741 0.56227523 0.50642874 0.39783346 0.32675318 0.40356291 0.50300385 0.44063521 0.62006209 0.46723522] [-0.20127481] [ 0.1568697 0.55074784 0.55719509 0.48805961 0.39773242 0.72623839 0.39728265 0.34538958 0.4175129 0.40159724] [-0.51539565] [ 0.31293157 0.55474765 0.52959015 0.46646627 0.34815231 0.50849521 0.56259037 0.60384041 0.48288565 0.3261339 ] [ 0.23212916] [ 0.06603527 0.59634539 0.45684507 0.67107041 0.33023517 0.88025431 0.3443608 0.40212557 0.52164163 0.45323958] [-0.19207142] [ 0.22592557 0.3358008 0.53276598 0.48119106 0.47287416 0.82224318 0.31516139 0.64109467 0.39525067 0.42666259] [-0.37593873] [ 0.20193433 0.60621049 0.46313307 0.60598449 0.33337076 0.78993287 0.47356314 0.54552045 0.52186702 0.54913314] [-0.59193301] [ 0.64148937 0.5653994 0.43839866 0.5694423 0.41478568 0.58435341 0.47034672 0.2732627 0.54248439 0.62085396] [ 0.53501041] [ 0.64974184 0.56088417 0.49830196 0.53267231 0.35444472 0.34152754 0.50617462 0.49699083 0.58991059 0.39930357] [-0.52035695] [ 0.57184679 0.61119168 0.60646976 0.40013725 0.41544158 0.46652172 0.60154311 0.4643502 0.56207002 0.44939832] [ 0.41169653] [ 0.78047488 0.65431484 0.59320332 0.32531141 0.49427825 0.46684389 0.59318153 0.47692466 0.56873544 0.64047296] [-0.62088493] [ 0.5495611 0.65113626 0.49093189 0.38939332 0.37885795 0.58993654 0.48548757 0.45907365 0.52784159 0.44322499] [ 0.1875308] [ 0.30047384 0.67732596 0.5347824 0.55843014 0.43619812 0.73989863 0.35352934 0.45125437 0.50721366 0.57304692] [-0.23717904] [ 0.28031105 0.58783638 0.49857192 0.32819141 0.46116668 0.50200633 0.5061236 0.5727975 0.61270398 0.40066218] [-0.58451036] [ 0.35047529 0.37325638 0.65191777 0.28563002 0.56269892 0.66424671 0.51747881 0.34621158 0.41242722 0.40755643] [-0.17280593] [ 0.22376399 0.62768402 0.39242471 0.72645387 0.3611564 0.70974893 0.44651223 0.41868181 0.54649684 0.53677936] [-0.62050716] [ 0.33174099 0.68736842 0.37863383 0.63134751 0.39754332 0.53217042 0.37804936 0.37449137 0.49641078 0.508965 ] [ 0.10919335] [ 0.31507038 0.74112208 0.34099996 0.72423923 0.56841931 0.75333812 0.34821414 0.57096526 0.43721422 0.74281676] [-0.8375439] [ 0.35159841 0.79129916 0.32758686 0.70507156 0.22140528 0.49095176 0.37916488 0.44515711 0.53413748 0.53868787] [ 0.35719195] [ 0.10776381 0.43739877 0.55093526 0.50215589 0.37136555 0.63637823 0.35609306 0.51014421 0.57453877 0.25379554] [-1.2561442] [ 0.5292266 0.45111229 0.6271919 0.34672525 0.37912656 0.48247187 0.55390313 0.55771286 0.46085034 0.30168667] [-0.36790807] [ 0.37189148 0.75354391 0.37844958 0.6011282 0.24601266 0.69623664 0.40850222 0.51730376 0.5561043 0.6598188 ] [-0.61674065] [ 0.33421252 0.75359057 0.49876712 0.49126029 0.43145895 0.71470097 0.52116804 0.40309286 0.67559223 0.57233701] [-0.56850883] [ 0.66164684 0.58773411 0.62189639 0.35620872 0.54456758 0.65714977 0.48812964 0.47702201 0.55727107 0.59622513] [-0.91495594] [ 0.25360485 0.39441043 0.72233666 0.17143003 0.34180426 0.64198462 0.53961562 0.60723003 0.5218042 0.24222484] [-0.23434404] [ 0.7457853 0.51633931 0.55468189 0.42838338 0.4872324 0.36401233 0.56900769 0.71010507 0.50925951 0.43670881] [-0.50602072] [ 0.15375021 0.56447481 0.44011944 0.65949317 0.38830781 0.68522366 0.49929161 0.51583794 0.49651523 0.33127145] [-0.05958008] [ 0.23313386 0.45713498 0.62533989 0.33240434 0.62017333 0.72292474 0.3975606 0.36117571 0.41092934 0.49470454] [-0.25076042] [ 0.62150562 0.64927306 0.61840171 0.42905644 0.42747975 0.4493577 0.5591936 0.52249564 0.66473646 0.45237615] [-0.24697036] [ 0.41985971 0.55361213 0.49095458 0.49538648 0.42838867 0.53257434 0.48524337 0.58767082 0.54872966 0.52658099] [-0.83557584] [ 0.68775063 0.76803346 0.43027895 0.35153869 0.37965872 0.48531015 0.58094272 0.54337757 0.6623763 0.58199826] [-0.28464792] [ 0.20170949 0.57269039 0.55058635 0.44057447 0.41071719 0.74017161 0.40623058 0.37132021 0.51245925 0.39854004] [-0.39899806] [ 0.7158394 0.64480339 0.39291294 0.43422831 0.31113853 0.62265895 0.43581189 0.43829904 0.53208479 0.62860003] [ 0.03657371] [ 0.2435567 0.63404375 0.47932084 0.55754626 0.38105517 0.76956646 0.37867793 0.63395396 0.49949457 0.5760517 ] [ 0.68691138] [ 0.69184379 0.74276395 0.49981596 0.32622542 0.31459816 0.49325086 0.53171116 0.41258755 0.63365997 0.62126952] [-0.44865637] [ 0.36396771 0.69861032 0.38392406 0.53300408 0.25898141 0.54299217 0.42040828 0.56273859 0.56126759 0.50317733] Progress: 99.1% ... Training loss: 0.319 ... Validation loss: 0.515[ 0.13461293] [ 0.61549208 0.76292527 0.34263345 0.34983349 0.37763322 0.60063236 0.4504686 0.42940551 0.5591696 0.69345378] [ 0.16374248] [ 0.23893503 0.7945505 0.32830275 0.74238034 0.22335403 0.73576621 0.36337892 0.51695949 0.59961042 0.62989632] [-0.09700213] [ 0.53579379 0.30585486 0.6226058 0.38377322 0.54466679 0.64840103 0.42442659 0.54265321 0.41141467 0.40397591] [ 0.11947271] [ 0.27302227 0.57401345 0.49434155 0.33279582 0.42086302 0.69541703 0.43400694 0.37873066 0.49077363 0.35682895] [ 1.25481222] [ 0.69895243 0.61417856 0.41636921 0.36779434 0.39532261 0.19626794 0.5685332 0.52874814 0.64301521 0.39489598] [-0.10318517] [ 0.17099303 0.40747837 0.69378757 0.27497282 0.38675528 0.75576555 0.4754271 0.48304651 0.46937453 0.29125955] [ 0.7335058] [ 0.41654138 0.67013385 0.47295248 0.58605245 0.39759002 0.42308962 0.44784773 0.62051815 0.54627666 0.43505314] [-0.30210241] [ 0.24213541 0.53641135 0.40552083 0.44487546 0.45991021 0.72457503 0.41498456 0.66674491 0.52323674 0.36193553] [ 0.09370136] [ 0.22591164 0.56798243 0.52010465 0.49310327 0.4698605 0.78326164 0.48297885 0.44862787 0.45682229 0.47249345] [ 0.15898326] [ 0.35854931 0.68022957 0.56702487 0.4485955 0.39279442 0.70857269 0.53984108 0.50352628 0.53981249 0.51948959] [ 2.25939486] [ 0.7531842 0.43719781 0.56580648 0.46171743 0.2337711 0.34313785 0.48654095 0.64283857 0.53539236 0.2906089 ] [ 0.49152037] [ 0.15809601 0.51190985 0.54047949 0.4377061 0.46491251 0.83241796 0.31978016 0.49685134 0.41705922 0.47670972] [-0.21989249] [ 0.77940277 0.50631203 0.54752246 0.37842155 0.39289123 0.5263226 0.47564845 0.33969115 0.55905007 0.58134655] [-0.31247955] [ 0.69944206 0.74923622 0.43070451 0.33796369 0.23591538 0.41784852 0.53146991 0.52173959 0.58603172 0.53072521] [-0.02402235] [ 0.83101664 0.36133755 0.60152314 0.28570213 0.49778957 0.34977872 0.6655293 0.52482741 0.50376692 0.34684067] [ 0.35770404] [ 0.24748334 0.58426527 0.33759701 0.67094127 0.35050115 0.75675094 0.37180502 0.59230618 0.40450874 0.56967855] [ 0.36346106] [ 0.45493718 0.53084195 0.35172039 0.64305718 0.41852492 0.6984393 0.47394383 0.45998514 0.4453061 0.49372657] [-0.51842828] [ 0.78089036 0.60557894 0.47765374 0.48815904 0.30956934 0.42447406 0.47513178 0.39187573 0.50488735 0.65977827] [ 0.27326344] [ 0.71907801 0.53605671 0.47763556 0.43863943 0.2904883 0.38598965 0.44013252 0.46902188 0.60845541 0.39776862] [ 0.04908176] [ 0.50403659 0.41960114 0.54650314 0.4714811 0.44515843 0.34981064 0.44361031 0.42475212 0.55244588 0.35203616] [ 0.61614384] [ 0.56137362 0.63616506 0.51877803 0.4013462 0.38969874 0.51473042 0.57779318 0.55799461 0.5777997 0.47665841] [ 1.12594586] [ 0.43915504 0.42714135 0.58608792 0.31014373 0.49070214 0.68110431 0.40994433 0.55674522 0.54501242 0.40846722] [ 0.04668899] [ 0.62081805 0.69064004 0.44583728 0.41410319 0.40013201 0.58127764 0.52097301 0.47169918 0.55934781 0.53130269] [ 0.20434108] [ 0.25150223 0.57956927 0.53484751 0.47161026 0.48134325 0.80664301 0.50702034 0.46233828 0.42765897 0.54270179] [-0.46057801] [ 0.76363166 0.61065317 0.51373603 0.47262522 0.28282528 0.37922676 0.50701068 0.39923583 0.61624178 0.50625008] [ 0.43258206] [ 0.24167508 0.20722933 0.71178753 0.36801941 0.44996319 0.63297302 0.4317567 0.4394215 0.40034659 0.35074763] [ 1.23819558] [ 0.51881477 0.61694275 0.36311263 0.50166772 0.28581281 0.34724104 0.48390852 0.64941112 0.66164064 0.30489604] [-0.1474248] [ 0.46731294 0.64924022 0.51119948 0.41780667 0.37028515 0.57201768 0.60453306 0.58315196 0.5352365 0.51477579] [ 0.09616973] [ 0.43264154 0.77656594 0.43282005 0.64035601 0.3842628 0.71972008 0.45273565 0.48611603 0.57763257 0.76440414] [-0.29986869] [ 0.35945066 0.62963294 0.37741283 0.55401951 0.2254725 0.61406856 0.41470519 0.5906287 0.50655113 0.48124941] [ 0.04662886] [ 0.36119465 0.633308 0.53220431 0.58707662 0.40202424 0.4664692 0.41952396 0.57327347 0.6672468 0.38678015] [ 2.0499694] [ 0.73395776 0.49231559 0.50697729 0.41165654 0.35462915 0.22638133 0.5585114 0.57810128 0.58958071 0.27673813] [-0.99146119] [ 0.20874968 0.23425683 0.77273466 0.22529083 0.4013622 0.49105883 0.44232643 0.52127206 0.35228656 0.10738297] [ 0.45994258] [ 0.44767347 0.65211615 0.46462963 0.63726581 0.47367168 0.48722936 0.52349764 0.53712304 0.55774582 0.62800272] [ 0.35152654] [ 0.16066001 0.46896517 0.55255589 0.35335232 0.36367667 0.87584828 0.35985222 0.4759814 0.39785145 0.41826694] [ 0.01252148] [ 0.42119589 0.68326236 0.32674177 0.56879854 0.26455155 0.74295442 0.41209115 0.66344456 0.48545695 0.5318315 ] [-0.2819375] [ 0.37787497 0.64715668 0.39422728 0.63978697 0.48165631 0.64348072 0.38996379 0.54156074 0.53335809 0.56559102] [ 0.70255792] [ 0.59212228 0.76961601 0.46330219 0.36394158 0.40284943 0.48670493 0.52235071 0.47307547 0.6496015 0.71060494] [-0.11934904] [ 0.26871655 0.63080303 0.53574409 0.44934566 0.39602343 0.65693049 0.44646942 0.53031066 0.58472716 0.51359918] [ 0.12620573] [ 0.54951962 0.41452604 0.61830313 0.33523497 0.47274105 0.50544619 0.60464689 0.4874775 0.44214218 0.3854321 ] [-0.36324317] [ 0.38304834 0.59329485 0.55510135 0.67165184 0.44482858 0.66870588 0.40389169 0.45323555 0.53009426 0.47136251] [ 1.49200038] [ 0.31401958 0.71779409 0.42017469 0.53747243 0.26546201 0.45864092 0.45007642 0.71661146 0.70344399 0.36597412] [ 0.15207578] [ 0.28743872 0.56078125 0.50185846 0.53214344 0.47332643 0.74725157 0.33888487 0.57663467 0.58689467 0.43619345] [-0.12964776] [ 0.6579004 0.55769219 0.63281116 0.38808424 0.60272844 0.55694802 0.49385358 0.3927627 0.50755993 0.65235843] [-0.27038041] [ 0.29428664 0.5053258 0.63440018 0.23687876 0.2851731 0.44391966 0.46869547 0.57980628 0.57147326 0.17985193] [ 1.38690372] [ 0.54130114 0.71790414 0.431081 0.3978724 0.35794586 0.35894366 0.43560329 0.53372765 0.59416951 0.53938694] [-0.78974861] [ 0.48032974 0.63833196 0.55102667 0.61089882 0.39671712 0.56884603 0.42906464 0.61355462 0.50534953 0.48545555] [ 0.29002594] [ 0.25903294 0.44416614 0.7045513 0.23347622 0.64557259 0.82132243 0.40105648 0.36315636 0.4271953 0.57523565] [ 0.36083884] [ 0.28367284 0.63582521 0.33355366 0.56333978 0.37515015 0.71136353 0.4717437 0.51946554 0.47554168 0.43339475] [-0.40331319] [ 0.69859664 0.57813486 0.51083412 0.44288155 0.31971501 0.49281541 0.50915186 0.44399283 0.482703 0.52483923] [ 0.05117448] [ 0.10277353 0.7042611 0.38826615 0.49704782 0.33791448 0.7561268 0.456001 0.68421003 0.58582156 0.31063329] [ 0.15541413] [ 0.46011592 0.81449896 0.43545883 0.67198209 0.37889916 0.76573858 0.46272492 0.41823027 0.60467915 0.72221467] [ 0.98368001] [ 0.60455315 0.70620939 0.56591033 0.32734978 0.5136 0.5419885 0.55436773 0.48411428 0.55455694 0.65769357] [ 0.11175775] [ 0.44547471 0.67918189 0.45846023 0.595648 0.24070102 0.48158024 0.45860275 0.5074352 0.55575773 0.5123183 ] [ 0.35856417] [ 0.10513343 0.72780689 0.32894048 0.50078699 0.41422257 0.76733202 0.26426332 0.53955692 0.43762718 0.58123878] [-0.00959154] [ 0.71866985 0.47693846 0.57377378 0.45215256 0.31947375 0.40199726 0.48744463 0.37767802 0.53880667 0.43470151] [ 0.27147667] [ 0.33668399 0.63738281 0.32536422 0.54781804 0.38084828 0.65188184 0.47517436 0.48656996 0.51702689 0.39684546] [ 0.5987612] [ 0.56531828 0.66296321 0.51411668 0.50858865 0.49496593 0.56905904 0.47532504 0.37932531 0.60985092 0.57734415] [ 0.87628031] [ 0.42909859 0.61977554 0.37677151 0.55248391 0.31627181 0.42784141 0.49663169 0.59826794 0.60144326 0.365745 ] [ 0.89383436] [ 0.84039414 0.50764832 0.63378763 0.16393598 0.41920662 0.36221343 0.64480475 0.51036376 0.60659024 0.49363816] [ 0.22406098] [ 0.34379949 0.53364922 0.54894743 0.28671722 0.4429272 0.38139002 0.5155885 0.44953029 0.57850327 0.4648877 ] [-0.42849362] [ 0.14623236 0.62161682 0.54192527 0.36938075 0.38377094 0.65744757 0.42550505 0.41826353 0.48800232 0.35997614] [ 0.24016066] [ 0.18654207 0.51394273 0.45938624 0.54725114 0.39712747 0.8413621 0.36528042 0.63630192 0.47211562 0.45786949] [-0.43928547] [ 0.34496092 0.63210865 0.38260961 0.64245681 0.23438187 0.37736126 0.48396449 0.56040459 0.59366313 0.36497647] [ 0.33702365] [ 0.24493414 0.77700936 0.33030493 0.74910353 0.30844622 0.70968774 0.4574746 0.57161392 0.54086439 0.6619149 ] [-0.05070963] [ 0.55384584 0.59483314 0.46573234 0.60780358 0.33736732 0.64966831 0.49369434 0.53081439 0.48027428 0.50329327] [ 0.54745965] [ 0.56153371 0.67826793 0.48004343 0.49295829 0.31930519 0.40697098 0.46925111 0.54085 0.68358914 0.50840142] [ 0.53586393] [ 0.21051888 0.710309 0.38768912 0.61895023 0.43762436 0.78165257 0.42049528 0.41672623 0.39870993 0.64125905] [-0.11653316] [ 0.33132907 0.67921941 0.46631316 0.60125624 0.48388904 0.64668446 0.39276422 0.43148019 0.44741973 0.54054721] [-0.10034635] [ 0.64477166 0.43779261 0.58454274 0.39769886 0.50970931 0.38684134 0.49179808 0.47536405 0.43489552 0.41448111] [-0.3461512] [ 0.45597196 0.49675188 0.52972426 0.65535278 0.50499176 0.62465491 0.404253 0.38656616 0.45578361 0.43639083] [-0.91932362] [ 0.40552425 0.64527711 0.48828325 0.60248034 0.41580431 0.55506336 0.43346594 0.61191792 0.46193176 0.35491799] [ 0.65414137] [ 0.45032535 0.62030331 0.48568064 0.37883225 0.41644437 0.62306656 0.42367721 0.63233861 0.57153236 0.5300316 ] [-0.08168549] [ 0.14825422 0.4375788 0.67508116 0.34708858 0.39295392 0.76827828 0.49267531 0.45839705 0.46573824 0.37446028] [ 0.29598037] [ 0.20780575 0.52614946 0.47784133 0.61947998 0.48849938 0.81405153 0.47161016 0.50737412 0.32172054 0.48790087] [ 0.01345118] [ 0.32693947 0.6347324 0.51415047 0.30411993 0.4758012 0.63423467 0.42150817 0.45339284 0.57346965 0.52862586] [ 0.36059382] [ 0.73927586 0.48516996 0.63624858 0.34095072 0.50128211 0.47378948 0.51395744 0.50675266 0.58502685 0.43569174] [ 0.03127265] [ 0.51038445 0.56784102 0.49519675 0.60620966 0.43962689 0.5685046 0.40511512 0.41486758 0.51752725 0.47794873] [ 0.52054381] [ 0.13661425 0.53988674 0.55599597 0.42398883 0.46391207 0.86114208 0.37023387 0.40616413 0.51678322 0.59148418] [-0.38294498] [ 0.72632486 0.48231947 0.51202132 0.46164199 0.47643048 0.50961083 0.53944202 0.34160269 0.63605695 0.55016676] [ 0.74746997] [ 0.58434428 0.75606691 0.49158918 0.48830725 0.41853485 0.55072665 0.52457757 0.55295569 0.59983081 0.67331086] [ 0.52876819] [ 0.257414 0.77304418 0.26061368 0.72950951 0.36785952 0.77585406 0.36558197 0.59654462 0.443882 0.62641101] [-1.05349101] [ 0.18337676 0.59251322 0.54412887 0.35827872 0.32091906 0.55035328 0.41720523 0.61543559 0.62345901 0.21051727] [-0.14969617] [ 0.72312805 0.42677892 0.58366984 0.4626825 0.53614621 0.44382067 0.49853202 0.45561309 0.41159018 0.54464375] [-0.01297287] [ 0.27285663 0.43880677 0.44046168 0.61920343 0.36568623 0.71882475 0.40057571 0.69118436 0.5254171 0.39176033] [ 0.02915771] [ 0.17550243 0.67157121 0.37468844 0.29068862 0.32688751 0.59727634 0.48519823 0.55867322 0.60377447 0.28713099] [ 0.85154654] [ 0.83444235 0.45486948 0.5563049 0.41063106 0.35997517 0.35725897 0.48118429 0.35117257 0.58520117 0.45096836] [ 1.05222514] [ 0.72047969 0.42654795 0.57395063 0.20360808 0.33260941 0.2021035 0.60492249 0.56673224 0.55394264 0.24125376] [ 0.14317374] [ 0.69498311 0.57851788 0.56726621 0.51282634 0.41946113 0.48395303 0.50039747 0.59988042 0.56509137 0.46879801] [-0.11480973] [ 0.37833761 0.46458855 0.5669744 0.36718986 0.47338165 0.71216717 0.49483088 0.43072829 0.40631985 0.47610102] [ 0.06062346] [ 0.25520079 0.5907898 0.49616223 0.52210886 0.37050367 0.74932199 0.43319654 0.47413198 0.4309169 0.48531824] [ 0.66232969] [ 0.63205919 0.68044102 0.46976603 0.42477475 0.26484559 0.44476284 0.54708411 0.56943724 0.60969646 0.52062817] [ 1.17140653] [ 0.5338059 0.52534896 0.60558984 0.49485861 0.42006578 0.53048029 0.44896802 0.60046594 0.45317819 0.36540719] [ 0.61887146] [ 0.33898619 0.69434571 0.44566688 0.53854183 0.28805246 0.66171419 0.4551136 0.64998715 0.64521493 0.52665647] [-0.20941986] [ 0.29914429 0.6982233 0.35935085 0.63524373 0.36805439 0.52462148 0.3543335 0.38581603 0.4796992 0.5475779 ] [ 0.22542468] [ 0.16049895 0.58527212 0.47652461 0.45597656 0.4327167 0.85870568 0.37375012 0.52787686 0.55695821 0.56511932] [ 0.25609277] [ 0.28844431 0.67436958 0.44388446 0.61384595 0.32983891 0.58844466 0.52978933 0.62797257 0.49342426 0.56334223] [ 1.85649918] [ 0.62940782 0.75585191 0.49978795 0.4516403 0.33937548 0.46760958 0.50645457 0.51796308 0.63141746 0.54195043] [ 0.38362191] [ 0.59948281 0.52925127 0.59114672 0.27779558 0.469938 0.56486766 0.60069884 0.50666733 0.49622367 0.46479836] [ 0.0798398] [ 0.46768668 0.63242129 0.46782268 0.51416916 0.45281266 0.72783195 0.42567449 0.42057205 0.52973032 0.69102458] [ 0.26633503] [ 0.1739636 0.5934417 0.49132304 0.58548504 0.40583033 0.85149762 0.43476993 0.56663086 0.4442047 0.518807 ] [-0.33119429] [ 0.07348532 0.34011765 0.64456541 0.54851226 0.34746961 0.70531157 0.36722725 0.48879613 0.50705892 0.18305935] [ 1.00400775] [ 0.57069899 0.58023452 0.56546757 0.50811859 0.42952417 0.46685952 0.41802471 0.50439596 0.57248009 0.4198501 ] [ 0.4613584] [ 0.24369272 0.76752455 0.34498227 0.72959256 0.43775061 0.73054344 0.3051556 0.50497844 0.54820153 0.64324564] [ 0.00081972] [ 0.25790325 0.71263764 0.32173311 0.5887212 0.38075414 0.77152663 0.31565136 0.58287395 0.59267995 0.61218984] [ 0.41750584] [ 0.40333673 0.66218862 0.46886689 0.49844562 0.39811242 0.47143142 0.45400089 0.63339076 0.60513656 0.48238773] [ 2.10153762] [ 0.77408012 0.4593895 0.56671531 0.42807105 0.24167979 0.33312672 0.50057828 0.63293743 0.54692692 0.30552829] [ 0.41042471] [ 0.75044066 0.3456506 0.68356738 0.16962854 0.45549398 0.31520318 0.62560638 0.5804087 0.4662718 0.24072075] [ 0.2185476] [ 0.26077532 0.63966732 0.47994918 0.49497189 0.42667024 0.79971134 0.50187114 0.43716691 0.53955546 0.65296671] [ 0.68033824] [ 0.16857782 0.34850915 0.66727155 0.24222797 0.68811445 0.81116621 0.38183505 0.25932102 0.26004739 0.51348991] [-0.60215904] [ 0.80543052 0.67772444 0.46580454 0.51268964 0.30721292 0.33141339 0.45895136 0.45781622 0.69511514 0.65295107] [ 0.32356313] [ 0.09826805 0.39235225 0.56118172 0.56111507 0.38347902 0.85865875 0.39457692 0.48766722 0.34405435 0.2822357 ] [-0.04363409] [ 0.41654875 0.53464817 0.56032521 0.23826638 0.4896983 0.6669049 0.46902089 0.60434337 0.5244628 0.51504976] [ 0.25608081] [ 0.45546281 0.59583566 0.44679912 0.60139394 0.3229348 0.721967 0.37859049 0.35211489 0.48551426 0.64823297] [-0.04758353] [ 0.14499134 0.6632493 0.4284881 0.43594456 0.4074925 0.69364322 0.43237812 0.56954869 0.47976318 0.40148863] [ 0.26415398] [ 0.23281632 0.60320544 0.5878492 0.42922409 0.53780661 0.78538629 0.44550617 0.41983316 0.53882851 0.61186614] [-0.2874256] [ 0.3659069 0.44503592 0.64757471 0.2967 0.42834403 0.66006452 0.40756352 0.50350522 0.55774942 0.38044156] [ 0.33623731] [ 0.13787966 0.62053116 0.42980964 0.53893887 0.4316824 0.82703678 0.43920467 0.63010398 0.4941184 0.54034822] [ 0.41490859] [ 0.80014862 0.54676208 0.59111959 0.3356649 0.43522263 0.38793555 0.53604311 0.4263054 0.67780296 0.57106643] [ 0.02000134] [ 0.38405356 0.50608157 0.53762902 0.32943618 0.33011206 0.41016732 0.45128216 0.69386016 0.46069093 0.28026386] [ 0.91184455] [ 0.31254486 0.63247062 0.40571877 0.66382848 0.27044626 0.54269804 0.4420774 0.55514557 0.51231883 0.41620958] [ 0.47029472] [ 0.20498883 0.58339202 0.37280558 0.69372127 0.44470245 0.82827138 0.32997376 0.5974397 0.39888203 0.60651464] [ 1.98860057] [ 0.84714102 0.36548048 0.72816516 0.19253011 0.50915959 0.320569 0.66429948 0.52200274 0.53465751 0.27442708] [-0.38950104] [ 0.61918756 0.5340637 0.54165645 0.44444477 0.38724596 0.5922667 0.48751802 0.59520886 0.54243987 0.52972532] [ 0.37741938] [ 0.41602586 0.706921 0.335489 0.6584706 0.43580453 0.64874311 0.40752141 0.2535355 0.40625201 0.67476657] [ 0.12551667] [ 0.47242851 0.70996114 0.29815235 0.65815614 0.37199036 0.6761314 0.3694931 0.36900631 0.53599263 0.72767941] [ 0.09620031] [ 0.08166288 0.45086562 0.67645083 0.33459096 0.42837774 0.78967635 0.46779974 0.42088519 0.4292859 0.35870985] [-0.22666503] [ 0.38385856 0.38698514 0.60324654 0.3821522 0.49279492 0.63622646 0.46047468 0.56558411 0.46511019 0.39047902] Progress: 99.4% ... Training loss: 0.365 ... Validation loss: 0.483[ 0.54533038] [ 0.05246777 0.61268198 0.42218418 0.56828777 0.43728881 0.90443349 0.34378847 0.43403013 0.39180955 0.50089066] [-0.22645164] [ 0.29074243 0.26596951 0.63349366 0.31338435 0.47819549 0.60295173 0.41892732 0.45049272 0.37260775 0.26409695] [-0.30965283] [ 0.32694616 0.38464751 0.62147682 0.29327346 0.54199799 0.7363099 0.3906079 0.51010695 0.54343589 0.48524602] [-0.86541462] [ 0.5232698 0.42778927 0.58063939 0.4159808 0.55032939 0.6397254 0.43316663 0.45720888 0.44521251 0.44879268] [-0.07109673] [ 0.89003315 0.4257594 0.61863337 0.24145157 0.31975718 0.31609449 0.57060278 0.56748967 0.56705865 0.41242117] [ 0.19283571] [ 0.49824441 0.44367567 0.52029605 0.32669571 0.49898939 0.60563372 0.45548619 0.54240344 0.59328748 0.40862655] [-0.28470914] [ 0.24243556 0.60071331 0.37923329 0.58593483 0.41476781 0.64361283 0.41053142 0.44341778 0.52520768 0.49172756] [ 0.02123428] [ 0.79649474 0.61596614 0.57181759 0.39000832 0.34124759 0.42092445 0.6134437 0.64801212 0.66044992 0.42156203] [ 0.03964108] [ 0.63023291 0.45823596 0.58707451 0.25803162 0.45014013 0.40201522 0.58782896 0.52011701 0.53428811 0.32271261] [-0.29870363] [ 0.1847673 0.56904542 0.43518891 0.60974508 0.43259391 0.79213199 0.4455654 0.64718265 0.5050331 0.49811623] [-1.1744725] [ 0.41635242 0.46364998 0.59248308 0.35361166 0.35154839 0.52616884 0.47250485 0.77130915 0.54442082 0.26304415] [ 0.0474766] [ 0.68857151 0.60308665 0.56425472 0.38197843 0.45108042 0.40734492 0.51653884 0.58708977 0.70806771 0.50238038] [ 0.71247274] [ 0.32830557 0.6742434 0.3975495 0.56006086 0.29801698 0.56512522 0.50215203 0.63625996 0.5309391 0.36792731] [ 1.17114968] [ 0.59913821 0.27472758 0.66074867 0.28663025 0.46668653 0.35248467 0.53898556 0.51845411 0.40381727 0.19204291] [ 0.04235503] [ 0.22000934 0.54550288 0.59425084 0.36198768 0.56166844 0.73644242 0.36685021 0.3423135 0.44173672 0.51125019] [ 0.67503787] [ 0.6626683 0.6630146 0.49180015 0.38266601 0.31749269 0.43011427 0.60785997 0.62921003 0.62896023 0.39466296] [-0.13271279] [ 0.17432125 0.54009713 0.41113724 0.57458052 0.44449126 0.6611697 0.42625206 0.53524736 0.40556532 0.50642563] [ 1.04506017] [ 0.77584848 0.59685626 0.59804192 0.42855663 0.31240935 0.33565598 0.53560203 0.78980092 0.62160681 0.30664582] [-1.48514844] [ 0.40018638 0.65312026 0.56874337 0.49162786 0.38032666 0.48809813 0.43868139 0.6390882 0.53845309 0.34051378] [-0.31715177] [ 0.39016264 0.31597167 0.63766623 0.20985299 0.55544678 0.63935469 0.43508592 0.53646316 0.45145963 0.3047024 ] [-0.5922971] [ 0.56766045 0.60431232 0.49091098 0.49228092 0.40810462 0.44369088 0.52065735 0.52743779 0.64402917 0.46709529] [-0.3953863] [ 0.21582251 0.43262702 0.53925951 0.34702222 0.41932022 0.63917432 0.48321395 0.52126247 0.41186786 0.35284398] [-0.5593859] [ 0.40151157 0.46679359 0.48243101 0.56418958 0.45281274 0.65511613 0.47727877 0.47240709 0.53023157 0.40125028] [-0.36390081] [ 0.3087435 0.55056391 0.50469456 0.26644439 0.38792106 0.72370829 0.41604341 0.46643279 0.46872216 0.37816479] [ 0.07093275] [ 0.15157036 0.48820473 0.56949219 0.3527079 0.42304314 0.85036233 0.39820963 0.37635001 0.41953221 0.3817245 ] [-0.35563129] [ 0.3637807 0.23764242 0.61391894 0.28389446 0.5762045 0.71909146 0.41538032 0.49946471 0.43230662 0.31879927] [-0.11300846] [ 0.23055973 0.61041802 0.48462963 0.29351617 0.47772612 0.75313503 0.37700848 0.4677388 0.46274605 0.58577951] [ 0.29217595] [ 0.23440622 0.47881035 0.47206449 0.25598741 0.36504641 0.67847407 0.45102117 0.43516354 0.42431394 0.36537786] [-0.56299142] [ 0.11233783 0.34426498 0.69227335 0.31612415 0.44745884 0.64782844 0.44034347 0.36734027 0.37579556 0.22607782] [-0.02872511] [ 0.13476392 0.44398019 0.51118137 0.59884881 0.37120937 0.70640105 0.43322418 0.46377425 0.46331159 0.35536495] [-0.06515197] [ 0.8196841 0.51956978 0.60654609 0.32569592 0.47971102 0.33720614 0.53282901 0.3883388 0.63001874 0.49931485] [-0.41679277] [ 0.57473154 0.52190329 0.69584426 0.34749398 0.5847904 0.57693836 0.49035696 0.47652035 0.53270972 0.50570269] [ 1.71402124] [ 0.55909401 0.50000891 0.58644429 0.40322609 0.26009503 0.47516564 0.46911488 0.7837062 0.6000391 0.27219961] [ 0.60176049] [ 0.44545666 0.62568169 0.49208232 0.44940236 0.39503493 0.5345604 0.54469103 0.76287727 0.58348425 0.36722185] [ 2.0458638] [ 0.74272714 0.48497255 0.60879525 0.34615743 0.27726933 0.24035491 0.58778964 0.6535582 0.55001551 0.23409059] [-0.23015499] [ 0.41424059 0.54383311 0.59548685 0.39026925 0.60852273 0.70279543 0.53421311 0.3151718 0.37622262 0.63290909] [-0.4164946] [ 0.72779484 0.53479779 0.67583484 0.27853076 0.54171992 0.5715753 0.5927986 0.48681281 0.61104544 0.61754882] [-0.02729873] [ 0.21820036 0.47152892 0.4886973 0.44201326 0.47485371 0.8198924 0.40071105 0.55700543 0.45790028 0.63011046] [-0.31458838] [ 0.36829144 0.19584878 0.71940301 0.34870984 0.38212292 0.62918 0.41052115 0.50136661 0.4064223 0.17931876] [-0.02598783] [ 0.19930749 0.62339133 0.49613556 0.60495576 0.49794836 0.81669831 0.38894046 0.51425718 0.54338861 0.58229642] [ 0.13344406] [ 0.0558928 0.55795453 0.51932744 0.58631816 0.32565806 0.85398485 0.31590642 0.49286707 0.47527393 0.41962751] [-0.7311231] [ 0.2816709 0.35154746 0.68094237 0.15896351 0.51768021 0.52495906 0.55111056 0.44238463 0.49174441 0.20900995] [-0.06148439] [ 0.32176999 0.62042523 0.44806441 0.5788613 0.36895672 0.64983672 0.38984929 0.4108471 0.5727864 0.61782777] [-0.36127389] [ 0.8690477 0.54350635 0.56323978 0.50683904 0.51151794 0.3521919 0.55789676 0.54363962 0.61013914 0.74237818] [-0.20063989] [ 0.35137841 0.44163375 0.60139458 0.43483078 0.40172499 0.5597139 0.43522326 0.46005359 0.48220944 0.30868099] [-0.22690978] [ 0.18602477 0.71060572 0.38992815 0.44916609 0.30815619 0.75264834 0.39963448 0.54634217 0.4545845 0.42680074] [-0.29528848] [ 0.31906551 0.64497605 0.36277885 0.69810459 0.35925795 0.72664181 0.47050112 0.64001229 0.54043312 0.41665659] [-0.92160878] [ 0.5049053 0.6884421 0.43000286 0.60933858 0.22356797 0.33043698 0.46059924 0.53846399 0.68340362 0.38652159] [-0.07339724] [ 0.22030134 0.74809405 0.35437513 0.73052129 0.28965486 0.700631 0.43034279 0.59909208 0.48834392 0.73691537] [-0.19361755] [ 0.27257719 0.60280718 0.46914154 0.46978217 0.48818494 0.74616933 0.40262647 0.51339041 0.3834162 0.55540495] [-0.66304202] [ 0.27725432 0.59913602 0.50826476 0.28447707 0.2622068 0.58600362 0.45584282 0.66944926 0.51655781 0.28475102] [-1.65788138] [ 0.50844888 0.62844146 0.59134012 0.49822891 0.363882 0.45969926 0.42939467 0.59368057 0.52016322 0.33874347] [-0.65252993] [ 0.75770259 0.71733113 0.54255122 0.37816933 0.50338912 0.39807907 0.54395684 0.50060788 0.6873409 0.5160641 ] [ 0.46629438] [ 0.3238147 0.52786685 0.54538289 0.48321667 0.33258687 0.70305222 0.45044969 0.68557412 0.38584311 0.37572652] [-0.93763328] [ 0.23378884 0.52930942 0.52619566 0.52841323 0.32640534 0.71391 0.34260271 0.66839261 0.47026412 0.34247889] [-0.85477371] [ 0.78666674 0.67460359 0.54313583 0.47335906 0.37800902 0.47045635 0.53961247 0.67465045 0.66095725 0.53599746] [-1.64717299] [ 0.87461867 0.6182404 0.5730483 0.48213421 0.40281451 0.21694164 0.63939979 0.73341968 0.62074909 0.63856135] [-1.12059137] [ 0.19774429 0.30549168 0.78227077 0.21812885 0.38093849 0.65352916 0.46004374 0.51662915 0.38331559 0.17933442] [-0.79905231] [ 0.54108987 0.46103055 0.68181332 0.15023054 0.71718876 0.67786861 0.56331755 0.37047078 0.46895547 0.55753422] [-0.34750875] [ 0.54754986 0.81241913 0.32653538 0.47710068 0.31229806 0.57510501 0.47853902 0.4988637 0.65193386 0.73853942] [-0.60235168] [ 0.38932503 0.65904582 0.48355053 0.52170289 0.47058155 0.67004285 0.41967927 0.5004695 0.50692455 0.55172734] [-0.47769329] [ 0.28689238 0.58557992 0.61038743 0.30233751 0.3626834 0.77991943 0.44713774 0.45035144 0.59004446 0.45775874] [-0.86208886] [ 0.4693513 0.44888236 0.61845639 0.26979556 0.48677683 0.67461078 0.49706079 0.34703526 0.54327429 0.53405805] [-0.69287364] [ 0.39988722 0.75701126 0.35357612 0.60092659 0.26645063 0.39779324 0.60029413 0.76228623 0.65696972 0.53874706] [-0.12414019] [ 0.37753583 0.64412179 0.46547387 0.54483261 0.4031872 0.61290318 0.49559019 0.41544168 0.5415877 0.66025447] [-0.01953892] [ 0.64652905 0.61454617 0.50844227 0.45554136 0.28946015 0.2814996 0.49348816 0.69465325 0.5732032 0.45486804] [ 0.03786806] [ 0.08615752 0.73114936 0.42510769 0.64492203 0.37736906 0.81366593 0.41785226 0.56925091 0.4943205 0.56943594] [-0.1110448] [ 0.18922331 0.57890252 0.61602384 0.2639225 0.46673771 0.70530159 0.49762817 0.39828461 0.49082394 0.44034999] [ 0.10639128] [ 0.22235895 0.74115222 0.35387941 0.71752064 0.4046969 0.70373072 0.40156149 0.46412629 0.42083614 0.68989806] [-0.57188306] [ 0.28122026 0.47837894 0.66536786 0.36168322 0.57550213 0.70286234 0.42454089 0.36582105 0.51283087 0.42399686] [-1.40194911] [ 0.34554347 0.36169864 0.6451842 0.4214719 0.30827458 0.54729377 0.50635536 0.63318958 0.42851887 0.15972808] [-0.388926] [ 0.54055136 0.38326306 0.52286 0.55367896 0.42948259 0.51772018 0.42146148 0.35576838 0.50828716 0.46904441] [-0.57680956] [ 0.23032048 0.46540298 0.38953314 0.44652409 0.37522921 0.72413772 0.36810432 0.57433026 0.42804864 0.31980756] [-0.19422142] [ 0.41456958 0.53348284 0.49959283 0.53505255 0.25150928 0.43472794 0.5457309 0.59528365 0.52634555 0.3963696 ] [-0.37678381] [ 0.40827623 0.80761917 0.42252638 0.70422941 0.33196833 0.7110049 0.42821671 0.50804143 0.57380809 0.75157267] [ 0.15348367] [ 0.14538375 0.64480453 0.56255486 0.46826301 0.33519488 0.87534217 0.37046173 0.38616556 0.46287089 0.5581761 ] [ 0.07136082] [ 0.10138107 0.45734669 0.39624322 0.53683455 0.38732269 0.80468341 0.30804024 0.45797149 0.37567855 0.36775727] [-0.94099788] [ 0.5862412 0.46748164 0.67508426 0.30284518 0.4839781 0.46067329 0.52736274 0.43079907 0.50631005 0.34919852] [-1.24944079] [ 0.13057104 0.58532769 0.46041094 0.38377785 0.27104315 0.63170192 0.38005695 0.56522779 0.5286118 0.21416376] [ 0.20035214] [ 0.1559624 0.67590923 0.32709127 0.52138608 0.44657941 0.73307306 0.38305274 0.29268512 0.44086224 0.52015347] [-0.52798334] [ 0.57695254 0.56712624 0.56212081 0.60322497 0.44961569 0.6065343 0.42457149 0.54319245 0.60729959 0.46433096] [ 0.11264928] [ 0.14494804 0.57332684 0.37296281 0.65291695 0.47346458 0.8429487 0.36893349 0.58721858 0.49312022 0.60991011] [ 0.5420722] [ 0.06049501 0.53816729 0.4372851 0.590995 0.52065819 0.85895778 0.36033389 0.41727238 0.39497345 0.42747288] [ 0.43764038] [ 0.12678998 0.47030552 0.45675351 0.55306512 0.43194792 0.72468267 0.43990779 0.5109754 0.35307058 0.54253612] [ 0.02290411] [ 0.11442766 0.40722185 0.52997579 0.41902348 0.37953054 0.82369175 0.35639595 0.3519965 0.37836945 0.3252649 ] [ 0.13744108] [ 0.62129731 0.32721801 0.71914996 0.18285604 0.42483069 0.36054648 0.58114563 0.51922077 0.52436099 0.17994067] [-0.12890728] [ 0.75597931 0.61379089 0.58267917 0.34051978 0.41479235 0.42296865 0.6067195 0.55882246 0.59344525 0.5233764 ] [-0.80338223] [ 0.45197976 0.51419032 0.61496884 0.18649736 0.50522792 0.63157612 0.44763276 0.50382277 0.56780068 0.45129008] [ 0.00932771] [ 0.45428933 0.61887704 0.45015979 0.6489421 0.24624189 0.52946934 0.47725435 0.50934872 0.59620712 0.52513372] [-0.68499921] [ 0.36194672 0.6139623 0.47441886 0.61483068 0.45846507 0.67897013 0.36070165 0.59017379 0.49435419 0.52862089] [-0.03887915] [ 0.13099994 0.31770299 0.62258594 0.34851512 0.40923646 0.86032939 0.39178291 0.41994511 0.33216902 0.34458926] [ 0.09886183] [ 0.10644018 0.31260081 0.6997869 0.26607825 0.60532396 0.84637542 0.34562126 0.30431808 0.30610596 0.3083155 ] [ 0.11893816] [ 0.08899484 0.38753813 0.6677262 0.34106618 0.55304847 0.80507172 0.38911627 0.24678328 0.3126735 0.30083403] [-1.79770832] [ 0.35422315 0.44687938 0.49499807 0.63146934 0.29536734 0.47736916 0.51130997 0.72448036 0.48417673 0.25568463] [-0.45287297] [ 0.33630563 0.6676697 0.52978964 0.24561905 0.36246873 0.49995084 0.48952078 0.47363802 0.64609256 0.32650494] [-0.20878961] [ 0.3461913 0.43838496 0.49126617 0.52971376 0.48738181 0.78581064 0.47586837 0.42006039 0.45158639 0.57594464] [-0.05686034] [ 0.22271495 0.42042378 0.41764091 0.25336801 0.47533275 0.69738152 0.42026387 0.43015966 0.36905254 0.3344067 ] [-0.53730731] [ 0.78079307 0.62749544 0.55930274 0.26843393 0.40314014 0.31454256 0.67331187 0.61236853 0.67510746 0.42567706] [ 0.25034042] [ 0.15161951 0.55850079 0.5248977 0.49634895 0.2653362 0.70046154 0.43361495 0.56181293 0.51329985 0.2724971 ] [-0.18192173] [ 0.21546532 0.25959753 0.69564692 0.2411545 0.45549059 0.69162975 0.47370905 0.39303275 0.4752326 0.21901199] [-0.56614161] [ 0.60622702 0.63215155 0.47481824 0.5163218 0.39688846 0.40441121 0.40130705 0.46824605 0.63805047 0.43640812] [ 0.57220786] [ 0.44681541 0.70928177 0.47737066 0.48333778 0.42039392 0.53435647 0.5024667 0.505947 0.58006621 0.56928208] [-0.1592577] [ 0.23395601 0.47542639 0.56848853 0.53188648 0.24570176 0.72828172 0.36157842 0.63258114 0.50079441 0.32298757] [-0.45078994] [ 0.4696374 0.67045087 0.40795369 0.56417615 0.46961323 0.50045813 0.39808517 0.35019209 0.42571269 0.72229057] [-1.21611941] [ 0.83959379 0.50462237 0.56477055 0.43937654 0.36094299 0.49312432 0.45698207 0.47268458 0.61570344 0.62547912] [-0.25949386] [ 0.6543977 0.48956214 0.5713718 0.35847564 0.44027501 0.41935039 0.55021742 0.45751835 0.51201185 0.53652025] [-0.67703011] [ 0.3479376 0.48087415 0.42061821 0.54218144 0.34554543 0.60060881 0.4179521 0.61161517 0.44305869 0.37170031] [-0.38413084] [ 0.42427203 0.2780497 0.52731685 0.35719953 0.48106991 0.54847529 0.41437218 0.46781414 0.32841611 0.31845244] [-0.20969035] [ 0.58442942 0.68256247 0.44517889 0.58117106 0.28634956 0.60851469 0.39391599 0.33294406 0.56012373 0.64979361] [-1.77128488] [ 0.49269334 0.624695 0.4874411 0.61907735 0.36219053 0.410275 0.464782 0.63707666 0.56740332 0.34345327] [-0.70922689] [ 0.66737735 0.66203049 0.49271318 0.41625626 0.3158195 0.29646681 0.49927098 0.47320737 0.61688406 0.44244102] [-0.11603584] [ 0.24171422 0.43467786 0.46236642 0.43491532 0.45619881 0.81114997 0.40590646 0.6386039 0.36717203 0.38319744] [-0.80297856] [ 0.36280915 0.66879946 0.41986023 0.60090231 0.3100886 0.74256271 0.4531162 0.56590677 0.59620285 0.55468306] [-0.85813616] [ 0.52825485 0.62303875 0.44341024 0.59480683 0.44265013 0.3719302 0.53593905 0.71328839 0.57274478 0.32548468] [-0.02273957] [ 0.19989678 0.53367667 0.36852458 0.68274888 0.38935904 0.7822401 0.38343193 0.58129017 0.44576216 0.51945519] [-0.06865482] [ 0.34558998 0.51783563 0.53001612 0.65049032 0.42102748 0.61418787 0.34974158 0.41541425 0.44374036 0.39175712] [-0.5314321] [ 0.33852719 0.64720656 0.43980109 0.55465175 0.32477125 0.70597453 0.47115483 0.55537853 0.52936001 0.5122851 ] [-0.0846861] [ 0.15532068 0.4837242 0.43477889 0.5573452 0.37547017 0.82767062 0.40588161 0.47758761 0.408844 0.29028448] [ 0.0565859] [ 0.43793506 0.33678738 0.53611656 0.54074382 0.51188385 0.47937937 0.35933958 0.39238446 0.44623317 0.40515392] [-0.10285221] [ 0.66865504 0.63903443 0.41574621 0.44024491 0.35752607 0.30808835 0.60122159 0.56214607 0.66103674 0.30314386] [-0.53661264] [ 0.2141554 0.55713254 0.60563173 0.42150165 0.31310098 0.66017015 0.46500053 0.55302282 0.55752263 0.39986943] [ 0.10666548] [ 0.18637119 0.6249021 0.53125252 0.43617704 0.41002532 0.86602531 0.3156446 0.47848031 0.47123079 0.60949452] [-0.19709442] [ 0.35288796 0.61226224 0.42095518 0.47612293 0.46342214 0.73959491 0.30529781 0.49128464 0.4351188 0.66196433] [-0.47798875] [ 0.18410359 0.66724389 0.45832476 0.4586839 0.34361221 0.55288125 0.48135253 0.52707874 0.62401246 0.42873053] [-0.4177587] [ 0.44497284 0.70235626 0.41556635 0.54916963 0.30269198 0.58435507 0.52214068 0.47449834 0.6298248 0.53817712] [-0.08247098] [ 0.13682297 0.5547173 0.46212842 0.54890006 0.36663325 0.75347123 0.45669115 0.57835348 0.48839247 0.34038154] [-0.56189884] [ 0.61114788 0.45006173 0.57588593 0.38046371 0.41483675 0.59931592 0.49745244 0.61688871 0.39549853 0.47231238] [-0.48260477] [ 0.18077383 0.63954374 0.40275173 0.61973022 0.38579658 0.68574786 0.5156418 0.63837458 0.44467794 0.40064442] Progress: 99.7% ... Training loss: 0.321 ... Validation loss: 0.514
plt.plot(losses['train'], label='Training loss')
plt.plot(losses['validation'], label='Validation loss')
plt.legend()
_ = plt.ylim()
Here, use the test data to view how well your network is modeling the data. If something is completely wrong here, make sure each step in your network is implemented correctly.
fig, ax = plt.subplots(figsize=(8,4))
mean, std = scaled_features['cnt']
predictions = network.run(test_features).T*std + mean
ax.plot(predictions[0], label='Prediction')
ax.plot((test_targets['cnt']*std + mean).values, label='Data')
ax.set_xlim(right=len(predictions))
ax.legend()
dates = pd.to_datetime(rides.ix[test_data.index]['dteday'])
dates = dates.apply(lambda d: d.strftime('%b %d'))
ax.set_xticks(np.arange(len(dates))[12::24])
_ = ax.set_xticklabels(dates[12::24], rotation=45)
Answer these questions about your results. How well does the model predict the data? Where does it fail? Why does it fail where it does?
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